#install.packages('RPostgreSQL')
#install.packages('DBI')
library(dplyr)
## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
library(ggplot2)
#library(caret)
library(rpart)
#library(rpart.plot)
#library(randomForest)
#library(corrplot)
#library(e1071)
#library(xgboost)
#library(stringr)
#library(lubridate)
#library(tm)
#library(rms)
#library(glmnet)
#library(pROC)
#library(kernlab)
#library(tidyverse)
#library(magrittr)
#library(RPostgreSQL)
#library(DBI)
getwd()
## [1] "C:/Users/SriPriya/OneDrive/Desktop/data science/Data Science Tools"
states <- read.csv("C:/Users/FinalCaseAnalysis/States.csv")
data2012 <- read.csv("C:/Users/FinalCaseAnalysis/data2012.csv")
data2013 <- read.csv("C:/Users/FinalCaseAnalysis/data2013.csv")
data2014 <- read.csv("C:/Users/FinalCaseAnalysis/data2014.csv")
data2015 <- read.csv("C:/Users/FinalCaseAnalysis/data2015.csv")
data2016 <- read.csv("C:/Users/FinalCaseAnalysis/data2016.csv")
data2017 <- read.csv("C:/Users/FinalCaseAnalysis/data2017.csv")
states_regions_data <- read.csv("C:/Users/FinalCaseAnalysis/states_regions.csv")
DataDictionary_data <- read.csv("C:/Users/FinalCaseAnalysis/DataDictionary.csv")
LCsample <- read.csv("C:/Users/FinalCaseAnalysis/LCsample.csv")
#Analysis 
print(getwd())
## [1] "C:/Users/SriPriya/OneDrive/Desktop/data science/Data Science Tools"
data <- read.csv("C:/Users/FinalCaseAnalysis/Fullldata.csv")
#----------------------------Analysis------------------------------------#
#1) Find the distribution of number of loans by state, regions and divisions. Describe in your own words the geographic differences in the number of loans. Also, analyze your results by comparing number of loans per capita. Did you notice any missing states in the Lending Club data? If yes, then find out why. 
data <- read.csv("C:/Users/FinalCaseAnalysis/LCsample.csv")
print(data)
##         X loan_amnt       term int_rate grade sub_grade
## 1       0     12000  36 months   11.99%     B        B3
## 2       1     12000  36 months   10.99%     B        B2
## 3       2     15000  36 months    8.90%     A        A5
## 4       3     10400  60 months   17.57%     D        D2
## 5       4     31825  60 months   20.50%     E        E1
## 6       5     30000  36 months   17.57%     D        D2
## 7       6     14000  36 months   14.98%     C        C3
## 8       7      6250  36 months   18.25%     D        D3
## 9       8     11200  36 months   13.53%     B        B5
## 10      9      7200  36 months   11.99%     B        B3
## 11     10      6625  36 months   14.98%     C        C3
## 12     11     10000  60 months   22.40%     E        E3
## 13     12     20000  60 months   16.24%     C        C5
## 14     13     15000  60 months   19.22%     D        D4
## 15     14     22550  60 months   22.40%     E        E3
## 16     15     10000  36 months   12.85%     B        B4
## 17     16      4750  36 months   16.99%     D        D1
## 18     17      5500  36 months   14.98%     C        C3
## 19     18     15250  36 months   18.25%     D        D3
## 20     19     35000  36 months   12.85%     B        B4
## 21     20     20000  36 months   14.98%     C        C3
## 22     21      3750  36 months   13.53%     B        B5
## 23     22      6000  36 months   14.47%     C        C2
## 24     23     35000  36 months   11.99%     B        B3
## 25     24      5500  36 months   13.98%     C        C1
## 26     25      7000  36 months   13.53%     B        B5
## 27     26      5050  36 months    8.90%     A        A5
## 28     27     11875  36 months   16.24%     C        C5
## 29     28     30000  36 months   18.25%     D        D3
## 30     29      4300  36 months   19.97%     D        D5
## 31     30     21200  60 months   25.99%     G        G4
## 32     31     15000  36 months   11.99%     B        B3
## 33     32     25050  36 months   11.99%     B        B3
## 34     33     21200  60 months   22.40%     E        E3
## 35     34     25475  36 months   14.98%     C        C3
## 36     35     28000  36 months    8.90%     A        A5
## 37     36     30750  60 months   19.97%     D        D5
## 38     37      5300  36 months   15.61%     C        C4
## 39     38     15000  60 months   18.25%     D        D3
## 40     39      3000  36 months    8.90%     A        A5
## 41     40     18225  60 months   22.40%     E        E3
## 42     41      6625  36 months   23.40%     E        E5
## 43     42     15600  36 months    8.90%     A        A5
## 44     43     30000  36 months    9.67%     B        B1
## 45     44      7875  36 months   13.53%     B        B5
## 46     45     16550  36 months    7.90%     A        A4
## 47     46     19000  36 months   15.61%     C        C4
## 48     47     10000  36 months   12.85%     B        B4
## 49     48     17500  36 months   14.47%     C        C2
## 50     49     10000  60 months   19.97%     D        D5
## 51     50      9450  36 months   16.24%     C        C5
## 52     51     10000  36 months   13.53%     B        B5
## 53     52     10000  36 months   10.99%     B        B2
## 54     53     16000  60 months   19.22%     D        D4
## 55     54     28000  36 months    6.00%     B        B3
## 56     55      8000  36 months   10.99%     B        B2
## 57     56     27575  60 months   19.22%     D        D4
## 58     57      8000  36 months   15.61%     C        C4
## 59     58     11200  36 months   12.85%     B        B4
## 60     59     13750  60 months   19.97%     D        D5
## 61     60     22500  36 months    6.62%     A        A2
## 62     61      6000  36 months   12.85%     B        B4
## 63     62     18500  36 months   11.99%     B        B3
## 64     63      8600  36 months   12.85%     B        B4
## 65     64     21000  36 months    7.62%     A        A3
## 66     65     21000  36 months   14.98%     C        C3
## 67     66      8000  36 months   20.50%     E        E1
## 68     67     24000  60 months   22.90%     E        E4
## 69     68      7000  36 months    7.62%     A        A3
## 70     69      2000  36 months   20.50%     E        E1
## 71     70      5000  36 months    8.90%     A        A5
## 72     71      8000  36 months   15.61%     C        C4
## 73     72     10000  36 months    9.67%     B        B1
## 74     73     12000  36 months   14.47%     C        C2
## 75     74     12000  36 months   13.98%     C        C1
## 76     75     35000  60 months   16.99%     D        D1
## 77     76     20800  36 months    8.90%     A        A5
## 78     77     11700  60 months   19.22%     D        D4
## 79     78     12000  60 months   14.98%     C        C3
## 80     79     12000  60 months   11.99%     B        B3
## 81     80     24575  36 months   14.47%     C        C2
## 82     81     14000  36 months    7.90%     A        A4
## 83     82     24000  36 months   16.24%     C        C5
## 84     83     18000  36 months    7.62%     A        A3
## 85     84     11200  60 months   15.61%     C        C4
## 86     85      7200  36 months   18.25%     D        D3
## 87     86     32350  60 months   14.47%     C        C2
## 88     87     10000  60 months   22.90%     E        E4
## 89     88      6000  36 months   16.99%     D        D1
## 90     89      3000  36 months   18.25%     D        D3
## 91     90     24400  60 months   10.99%     B        B2
## 92     91      9000  36 months    9.67%     B        B1
## 93     92     10000  36 months   11.99%     B        B3
## 94     93     19000  60 months   20.50%     E        E1
## 95     94     15000  60 months   13.98%     C        C1
## 96     95      7125  36 months   19.97%     D        D5
## 97     96     18000  36 months   10.99%     B        B2
## 98     97     26800  36 months    8.90%     A        A5
## 99     98     25000  36 months   13.53%     B        B5
## 100    99     23500  60 months   22.40%     E        E3
## 101   100      9000  36 months   10.99%     B        B2
## 102   101     35000  60 months   16.99%     D        D1
## 103   102     11250  36 months   14.98%     C        C3
## 104   103      8000  36 months    6.03%     A        A1
## 105   104     23000  36 months   14.47%     C        C2
## 106   105     14400  36 months    9.67%     B        B1
## 107   106      7000  36 months   13.53%     B        B5
## 108   107     16000  36 months    9.67%     B        B1
## 109   108      8900  36 months   12.85%     B        B4
## 110   109     16000  36 months    9.67%     B        B1
## 111   110     10000  36 months   12.85%     B        B4
## 112   111     10000  36 months    9.67%     B        B1
## 113   112     18000  36 months   13.53%     B        B5
## 114   113     13475  36 months   15.61%     C        C4
## 115   114     27000  60 months   18.25%     D        D3
## 116   115      9750  36 months   13.98%     C        C1
## 117   116     20125  60 months   24.50%     F        F3
## 118   117     24000  36 months    8.90%     A        A5
## 119   118     14000  36 months   11.99%     B        B3
## 120   119     12000  60 months   17.57%     D        D2
## 121   120     28000  60 months   14.98%     C        C3
## 122   121     28000  36 months    7.62%     A        A3
## 123   122     12000  60 months   14.47%     C        C2
## 124   123     21725  60 months   20.50%     E        E1
## 125   124     17875  36 months   16.24%     C        C5
## 126   125     22000  60 months   11.99%     B        B3
## 127   126     21000  60 months   13.98%     C        C1
## 128   127      7100  36 months   17.57%     D        D2
## 129   128     12000  36 months    7.62%     A        A3
## 130   129      5000  36 months   14.47%     C        C2
## 131   130     25000  36 months   13.53%     B        B5
## 132   131     17500  60 months   17.57%     D        D2
## 133   132     10000  36 months    7.62%     A        A3
## 134   133     15000  36 months   14.98%     C        C3
## 135   134     11400  36 months   13.53%     B        B5
## 136   135     17475  60 months   22.40%     E        E3
## 137   136     18000  36 months   11.99%     B        B3
## 138   137     16000  36 months    9.67%     B        B1
## 139   138     35000  60 months   16.99%     D        D1
## 140   139     11400  36 months   14.47%     C        C2
## 141   140     10000  36 months    7.90%     A        A4
## 142   141      3000  36 months   20.50%     E        E1
## 143   142      7200  36 months    8.90%     A        A5
## 144   143     10000  36 months   14.98%     C        C3
## 145   144     20000  60 months   13.98%     C        C1
## 146   145      7000  36 months    9.67%     B        B1
## 147   146     10000  36 months   14.98%     C        C3
## 148   147     20000  36 months   14.98%     C        C3
## 149   148      8000  36 months   13.98%     C        C1
## 150   149      8000  36 months   13.98%     C        C1
## 151   150     13225  36 months   16.24%     C        C5
## 152   151      9000  36 months   16.24%     C        C5
## 153   152     10000  36 months   19.22%     D        D4
## 154   153     18000  36 months   10.99%     B        B2
## 155   154      7000  36 months   23.40%     E        E5
## 156   155     24000  36 months   11.99%     B        B3
## 157   156     10600  60 months   22.90%     E        E4
## 158   157      8000  36 months   13.53%     B        B5
## 159   158     15075  60 months   21.48%     E        E2
## 160   159      6150  36 months   15.61%     C        C4
## 161   160      6000  36 months   13.98%     C        C1
## 162   161     14000  36 months   12.85%     B        B4
## 163   162     10000  36 months    9.67%     B        B1
## 164   163     14400  36 months   12.85%     B        B4
## 165   164     28000  36 months    8.90%     A        A5
## 166   165     19750  36 months   14.47%     C        C2
## 167   166     25000  60 months   12.85%     B        B4
## 168   167     15000  36 months    9.67%     B        B1
## 169   168      7200  36 months   16.99%     D        D1
## 170   169     25000  60 months   11.99%     B        B3
## 171   170     15000  36 months    9.67%     B        B1
## 172   171     17000  36 months   14.47%     C        C2
## 173   172      8000  36 months   18.25%     D        D3
## 174   173      7200  36 months   16.24%     C        C5
## 175   174     20000  36 months   12.85%     B        B4
## 176   175     10000  36 months    8.90%     A        A5
## 177   176     17875  60 months   24.08%     F        F2
## 178   177     29500  36 months    7.90%     A        A4
## 179   178     12000  60 months   13.53%     B        B5
## 180   179     22400  36 months    7.62%     A        A3
## 181   180     21475  60 months   22.90%     E        E4
## 182   181     20000  36 months   12.85%     B        B4
## 183   182     12000  36 months   11.99%     B        B3
## 184   183     12000  36 months   11.99%     B        B3
## 185   184     15000  36 months   17.57%     D        D2
## 186   185     12000  36 months   14.98%     C        C3
## 187   186     15000  36 months    7.62%     A        A3
## 188   187     14000  36 months    9.67%     B        B1
## 189   188      9600  36 months   13.53%     B        B5
## 190   189      6900  36 months    8.90%     A        A5
## 191   190     15000  36 months    6.03%     A        A1
## 192   191      6400  36 months    9.67%     B        B1
## 193   192     12000  36 months    7.90%     A        A4
## 194   193      7000  36 months   14.98%     C        C3
## 195   194      6000  36 months   14.47%     C        C2
## 196   195      4000  36 months   19.97%     D        D5
## 197   196     28000  36 months   15.61%     C        C4
## 198   197     18000  60 months   14.98%     C        C3
## 199   198      3000  36 months   18.25%     D        D3
## 200   199     17500  60 months   22.40%     E        E3
## 201   200     17000  60 months   14.98%     C        C3
## 202   201     14000  36 months   13.53%     B        B5
## 203   202     25000  60 months   11.99%     B        B3
## 204   203     20000  36 months   12.85%     B        B4
## 205   204      9000  36 months   12.85%     B        B4
## 206   205     12000  60 months   20.50%     E        E1
## 207   206      5400  36 months   13.53%     B        B5
## 208   207     15000  36 months   11.99%     B        B3
## 209   208     11000  36 months    7.62%     A        A3
## 210   209     21725  36 months   13.53%     B        B5
## 211   210      6500  36 months   14.98%     C        C3
## 212   211     20000  36 months    7.62%     A        A3
## 213   212     12000  60 months   16.24%     C        C5
## 214   213     24000  36 months    8.90%     A        A5
## 215   214     18000  36 months    9.67%     B        B1
## 216   215     15000  36 months   10.99%     B        B2
## 217   216      8000  36 months   14.47%     C        C2
## 218   217     17625  60 months   20.50%     E        E1
## 219   218     13650  60 months   16.99%     D        D1
## 220   219     21200  36 months   18.25%     D        D3
## 221   220     12000  36 months    8.90%     A        A5
## 222   221     14000  36 months    7.90%     A        A4
## 223   222      8000  36 months   11.99%     B        B3
## 224   223     15000  36 months    9.67%     B        B1
## 225   224      4200  36 months   13.98%     C        C1
## 226   225     10000  36 months   11.99%     B        B3
## 227   226     11875  36 months   12.85%     B        B4
## 228   227     13700  60 months   16.99%     D        D1
## 229   228     30000  36 months   12.85%     B        B4
## 230   229     15000  36 months   16.24%     C        C5
## 231   230     20000  60 months   12.85%     B        B4
## 232   231     16750  36 months    9.67%     B        B1
## 233   232      9000  36 months   13.53%     B        B5
## 234   233      3500  36 months    6.62%     A        A2
## 235   234      6000  36 months   13.98%     C        C1
## 236   235     15000  60 months   19.97%     D        D5
## 237   236     10000  36 months   13.98%     C        C1
## 238   237      2000  36 months   21.48%     E        E2
## 239   238     35000  36 months   19.97%     D        D5
## 240   239     18000  36 months   12.85%     B        B4
## 241   240      7950  36 months   18.25%     D        D3
## 242   241     20000  36 months   10.99%     B        B2
## 243   242     19400  36 months   14.98%     C        C3
## 244   243      5000  36 months   15.61%     C        C4
## 245   244      5000  36 months   12.85%     B        B4
## 246   245     10000  60 months   16.99%     D        D1
## 247   246     10000  36 months   11.99%     B        B3
## 248   247     20000  36 months   10.99%     B        B2
## 249   248     14000  36 months    9.67%     B        B1
## 250   249     20000  60 months   20.50%     E        E1
## 251   250     19425  36 months   13.98%     C        C1
## 252   251      6500  36 months    9.67%     B        B1
## 253   252     20000  36 months    8.90%     A        A5
## 254   253     20675  60 months   19.22%     D        D4
## 255   254     10000  36 months   13.53%     B        B5
## 256   255      2500  36 months   16.99%     D        D1
## 257   256     25975  60 months   18.25%     D        D3
## 258   257     26000  60 months   19.22%     D        D4
## 259   258     10000  36 months    7.62%     A        A3
## 260   259     35000  60 months   21.48%     E        E2
## 261   260     24000  60 months   16.24%     C        C5
## 262   261      8000  36 months    8.90%     A        A5
## 263   262     24000  36 months   10.99%     B        B2
## 264   263     11000  36 months   13.53%     B        B5
## 265   264     10000  36 months    8.90%     A        A5
## 266   265      8000  36 months   13.98%     C        C1
## 267   266     15000  36 months   10.99%     B        B2
## 268   267     24000  60 months   14.98%     C        C3
## 269   268     14000  36 months    8.90%     A        A5
## 270   269      9000  36 months   13.98%     C        C1
## 271   270     15825  36 months   17.57%     D        D2
## 272   271     23000  36 months    7.62%     A        A3
## 273   272     12000  36 months   12.85%     B        B4
## 274   273     33425  60 months   19.97%     D        D5
## 275   274      3000  36 months   13.98%     C        C1
## 276   275     15000  36 months   12.85%     B        B4
## 277   276     24000  60 months   16.24%     C        C5
## 278   277     10800  60 months   16.24%     C        C5
## 279   278      8000  36 months   11.99%     B        B3
## 280   279      7200  36 months   17.57%     D        D2
## 281   280      8000  36 months   15.61%     C        C4
## 282   281     21000  36 months    8.90%     A        A5
## 283   282      7000  36 months    9.67%     B        B1
## 284   283      8875  36 months   16.99%     D        D1
## 285   284     20000  36 months   13.98%     C        C1
## 286   285     10000  36 months    8.90%     A        A5
## 287   286     12000  60 months   24.99%     F        F4
## 288   287     21000  36 months    7.62%     A        A3
## 289   288     30000  36 months    9.67%     B        B1
## 290   289      6600  36 months   12.85%     B        B4
## 291   290     15000  36 months    8.90%     A        A5
## 292   291      4000  36 months   19.22%     D        D4
## 293   292     14000  36 months   11.99%     B        B3
## 294   293     10200  60 months   16.24%     C        C5
## 295   294     18550  36 months   10.99%     B        B2
## 296   295     24000  60 months   24.08%     F        F2
## 297   296     16100  36 months   14.98%     C        C3
## 298   297     30000  60 months   15.61%     C        C4
## 299   298     13000  36 months   11.99%     B        B3
## 300   299      3000  36 months   23.70%     F        F1
## 301   300     13250  36 months   14.47%     C        C2
## 302   301     13000  36 months    8.90%     A        A5
## 303   302     12000  36 months   10.99%     B        B2
## 304   303     15625  36 months   19.97%     D        D5
## 305   304     10000  60 months   14.98%     C        C3
## 306   305     15000  36 months   14.47%     C        C2
## 307   306     14850  36 months   14.47%     C        C2
## 308   307     28000  60 months   16.24%     C        C5
## 309   308      1400  36 months   23.70%     F        F1
## 310   309      4800  36 months   16.99%     D        D1
## 311   310     14100  36 months   14.98%     C        C3
## 312   311      3825  36 months   18.25%     D        D3
## 313   312     25000  60 months   13.53%     B        B5
## 314   313     15000  36 months    6.62%     A        A2
## 315   314     17500  36 months   11.99%     B        B3
## 316   315      9000  36 months    6.03%     A        A1
## 317   316     35000  36 months   11.99%     B        B3
## 318   317     15000  60 months   19.97%     D        D5
## 319   318     10000  36 months   10.99%     B        B2
## 320   319     13475  60 months   24.50%     F        F3
## 321   320     14000  60 months   16.24%     C        C5
## 322   321      8875  36 months   13.98%     C        C1
## 323   322      5400  36 months    9.67%     B        B1
## 324   323     20000  36 months   11.99%     B        B3
## 325   324     18000  36 months    9.67%     B        B1
## 326   325     12000  36 months    6.03%     A        A1
## 327   326     14000  36 months   11.99%     B        B3
## 328   327     16000  36 months   13.98%     C        C1
## 329   328     35000  60 months   23.40%     E        E5
## 330   329     15600  36 months   12.85%     B        B4
## 331   330     10000  36 months   11.99%     B        B3
## 332   331      6275  36 months    9.67%     B        B1
## 333   332      7500  36 months   22.40%     E        E3
## 334   333     16000  36 months   13.53%     B        B5
## 335   334      4800  36 months   11.99%     B        B3
## 336   335     13000  36 months   17.57%     D        D2
## 337   336     14500  36 months    6.03%     A        A1
## 338   337     14125  36 months   18.25%     D        D3
## 339   338      5000  36 months   12.85%     B        B4
## 340   339      6500  36 months   13.98%     C        C1
## 341   340     12000  60 months   17.57%     D        D2
## 342   341     25975  36 months   14.98%     C        C3
## 343   342      3675  36 months   24.99%     F        F4
## 344   343     24000  60 months   13.98%     C        C1
## 345   344     33000  36 months    9.67%     B        B1
## 346   345     11700  36 months   18.25%     D        D3
## 347   346     26000  36 months   14.47%     C        C2
## 348   347     14300  36 months   15.61%     C        C4
## 349   348      4800  36 months    7.62%     A        A3
## 350   349      9600  36 months   20.50%     E        E1
## 351   350     28000  36 months    9.67%     B        B1
## 352   351     18000  60 months   15.61%     C        C4
## 353   352     17000  36 months   12.85%     B        B4
## 354   353     10000  36 months    6.03%     A        A1
## 355   354      8875  36 months   21.48%     E        E2
## 356   355     24000  36 months    8.90%     A        A5
## 357   356     25000  36 months   15.61%     C        C4
## 358   357     11100  36 months   14.98%     C        C3
## 359   358     10000  60 months   16.99%     D        D1
## 360   359      5100  36 months   14.47%     C        C2
## 361   360      6000  36 months   23.40%     E        E5
## 362   361      4750  36 months   24.99%     F        F4
## 363   362     10000  36 months   12.85%     B        B4
## 364   363      6000  36 months   13.53%     B        B5
## 365   364     12000  36 months   12.85%     B        B4
## 366   365      8000  36 months   10.99%     B        B2
## 367   366     20000  60 months   16.24%     C        C5
## 368   367      6000  36 months   15.61%     C        C4
## 369   368     17000  36 months   15.61%     C        C4
## 370   369     20000  36 months    7.62%     A        A3
## 371   370     16000  36 months   16.24%     C        C5
## 372   371     15000  36 months    6.03%     A        A1
## 373   372      8325  36 months   14.47%     C        C2
## 374   373     12000  36 months    7.90%     A        A4
## 375   374     17000  60 months   11.99%     B        B3
## 376   375     15000  60 months   13.98%     C        C1
## 377   376      8000  36 months   13.53%     B        B5
## 378   377      9800  36 months   13.53%     B        B5
## 379   378     35000  36 months   22.40%     E        E3
## 380   379     10000  36 months   13.53%     B        B5
## 381   380     35000  36 months   14.98%     C        C3
## 382   381      2400  36 months    9.67%     B        B1
## 383   382     20000  60 months   14.98%     C        C3
## 384   383     24000  36 months   10.99%     B        B2
## 385   384      6250  36 months   13.98%     C        C1
## 386   385     15000  36 months   12.85%     B        B4
## 387   386      3200  36 months   14.47%     C        C2
## 388   387     10000  36 months    9.67%     B        B1
## 389   388     34000  60 months   18.25%     D        D3
## 390   389     15000  36 months   14.98%     C        C3
## 391   390     20000  36 months    6.62%     A        A2
## 392   391     12600  60 months   12.85%     B        B4
## 393   392     15000  36 months    7.62%     A        A3
## 394   393      3000  36 months   13.98%     C        C1
## 395   394      9450  36 months   16.24%     C        C5
## 396   395      7500  36 months   10.99%     B        B2
## 397   396     28000  36 months    9.67%     B        B1
## 398   397     15450  60 months   25.99%     G        G4
## 399   398      5000  36 months   13.98%     C        C1
## 400   399     10000  36 months    9.67%     B        B1
## 401   400     16200  60 months   10.99%     B        B2
## 402   401      2500  36 months   12.85%     B        B4
## 403   402      9000  36 months   11.99%     B        B3
## 404   403     10200  36 months   15.61%     C        C4
## 405   404     15000  60 months   14.47%     C        C2
## 406   405     25000  60 months   21.48%     E        E2
## 407   406     28000  60 months   15.61%     C        C4
## 408   407     15000  36 months    7.90%     A        A4
## 409   408     17325  36 months   14.98%     C        C3
## 410   409     17625  60 months   14.98%     C        C3
## 411   410     15000  36 months    7.90%     A        A4
## 412   411     12250  60 months   21.48%     E        E2
## 413   412     35000  60 months   19.22%     D        D4
## 414   413     10000  36 months   10.99%     B        B2
## 415   414     17475  60 months   19.97%     D        D5
## 416   415     10000  36 months   12.85%     B        B4
## 417   416     30000  36 months   13.98%     C        C1
## 418   417     35000  60 months   25.80%     G        G1
## 419   418     14400  36 months    7.90%     A        A4
## 420   419     12000  36 months    8.90%     A        A5
## 421   420      6325  36 months   16.24%     C        C5
## 422   421      3825  36 months   25.80%     G        G1
## 423   422      5000  60 months   19.97%     D        D5
## 424   423      2800  36 months    8.90%     A        A5
## 425   424     22550  60 months   17.57%     D        D2
## 426   425      5000  36 months   19.22%     D        D4
## 427   426      1500  36 months   14.98%     C        C3
## 428   427      8500  36 months    7.62%     A        A3
## 429   428     20000  36 months   10.99%     B        B2
## 430   429     25000  36 months   11.99%     B        B3
## 431   430      8500  36 months   13.98%     C        C1
## 432   431      3000  36 months   13.53%     B        B5
## 433   432      6000  36 months    8.90%     A        A5
## 434   433     10000  36 months    6.03%     A        A1
## 435   434     16000  36 months   12.85%     B        B4
## 436   435     20000  36 months    6.03%     A        A1
## 437   436     15000  36 months   10.99%     B        B2
## 438   437      5200  60 months   24.08%     F        F2
## 439   438     18000  60 months   10.99%     B        B2
## 440   439     25000  60 months   14.47%     C        C2
## 441   440      4200  60 months   16.24%     C        C5
## 442   441     32000  60 months   20.50%     E        E1
## 443   442     12000  36 months    9.67%     B        B1
## 444   443     10000  36 months   11.99%     B        B3
## 445   444     24000  36 months    6.62%     A        A2
## 446   445     24575  60 months   13.98%     C        C1
## 447   446     12000  36 months   14.98%     C        C3
## 448   447      1200  36 months   17.57%     D        D2
## 449   448      9000  36 months   13.53%     B        B5
## 450   449      5000  36 months    9.67%     B        B1
## 451   450      7575  36 months   14.47%     C        C2
## 452   451     10000  36 months    7.90%     A        A4
## 453   452     13200  60 months   17.57%     D        D2
## 454   453      6000  36 months   14.47%     C        C2
## 455   454     14125  60 months   16.99%     D        D1
## 456   455     35000  60 months   17.57%     D        D2
## 457   456     10000  60 months   19.22%     D        D4
## 458   457     13500  60 months   14.47%     C        C2
## 459   458      8000  36 months   14.98%     C        C3
## 460   459      5200  36 months   11.99%     B        B3
## 461   460     15000  36 months    7.90%     A        A4
## 462   461     35000  36 months   11.99%     B        B3
## 463   462     16000  60 months   16.99%     D        D1
## 464   463     20000  60 months   19.22%     D        D4
## 465   464     15000  36 months   11.99%     B        B3
## 466   465     28000  60 months   15.61%     C        C4
## 467   466     13000  60 months   12.85%     B        B4
## 468   467     12000  36 months   13.98%     C        C1
## 469   468     11500  60 months   16.99%     D        D1
## 470   469      5000  36 months   16.99%     D        D1
## 471   470      8000  36 months   12.85%     B        B4
## 472   471     29400  60 months   19.22%     D        D4
## 473   472     35000  36 months   16.24%     C        C5
## 474   473     20000  60 months   15.61%     C        C4
## 475   474      9750  36 months   17.57%     D        D2
## 476   475      8875  36 months   16.99%     D        D1
## 477   476      6000  36 months   15.61%     C        C4
## 478   477     15000  36 months   12.85%     B        B4
## 479   478     23850  36 months   14.98%     C        C3
## 480   479      4575  36 months   24.99%     F        F4
## 481   480     20000  36 months   11.99%     B        B3
## 482   481     16800  60 months   14.47%     C        C2
## 483   482     15000  36 months   16.99%     D        D1
## 484   483     23000  36 months   11.99%     B        B3
## 485   484     10000  36 months   11.99%     B        B3
## 486   485      5000  36 months   17.57%     D        D2
## 487   486     12000  60 months   21.48%     E        E2
## 488   487     16425  60 months   17.57%     D        D2
## 489   488      1500  36 months   23.70%     F        F1
## 490   489     18250  60 months   16.99%     D        D1
## 491   490     10925  36 months   14.47%     C        C2
## 492   491     30000  36 months   14.47%     C        C2
## 493   492      5400  36 months    6.62%     A        A2
## 494   493     25000  60 months   16.99%     D        D1
## 495   494      7550  36 months   24.50%     F        F3
## 496   495     13500  36 months    7.90%     A        A4
## 497   496     10000  60 months   18.25%     D        D3
## 498   497     24000  60 months   17.57%     D        D2
## 499   498     18000  36 months    6.62%     A        A2
## 500   499      7200  36 months   13.53%     B        B5
## 501   500     30000  36 months   14.47%     C        C2
## 502   501     16450  60 months   19.22%     D        D4
## 503   502     18000  36 months   13.53%     B        B5
## 504   503     35000  60 months   23.40%     E        E5
## 505   504     12500  36 months   14.98%     C        C3
## 506   505      4000  36 months   14.47%     C        C2
## 507   506      8500  36 months    9.67%     B        B1
## 508   507      5000  36 months   14.98%     C        C3
## 509   508     35000  36 months   11.99%     B        B3
## 510   509     16800  36 months    7.90%     A        A4
## 511   510     15000  36 months    7.62%     A        A3
## 512   511     17000  36 months    6.62%     A        A2
## 513   512     15000  36 months    7.90%     A        A4
## 514   513     10000  60 months   17.57%     D        D2
## 515   514      6950  36 months   16.99%     D        D1
## 516   515     12000  60 months   16.24%     C        C5
## 517   516     10000  36 months    9.67%     B        B1
## 518   517     16000  36 months   13.98%     C        C1
## 519   518     24000  60 months   11.99%     B        B3
## 520   519      6000  36 months   22.40%     E        E3
## 521   520     18000  36 months   12.85%     B        B4
## 522   521     17500  36 months   17.57%     D        D2
## 523   522     13200  60 months   13.53%     B        B5
## 524   523      9000  36 months   14.98%     C        C3
## 525   524     23000  36 months   13.53%     B        B5
## 526   525      8325  36 months   15.61%     C        C4
## 527   526      3200  36 months   16.99%     D        D1
## 528   527     15000  60 months   14.98%     C        C3
## 529   528     26600  36 months   11.99%     B        B3
## 530   529     12500  36 months    9.67%     B        B1
## 531   530     35000  36 months   10.99%     B        B2
## 532   531     17000  36 months   10.99%     B        B2
## 533   532     16750  36 months   13.98%     C        C1
## 534   533     35000  60 months   19.97%     D        D5
## 535   534     35000  60 months   13.98%     C        C1
## 536   535     12000  60 months   13.53%     B        B5
## 537   536     10975  60 months   22.90%     E        E4
## 538   537     16250  36 months   17.57%     D        D2
## 539   538      1200  36 months    8.90%     A        A5
## 540   539     12325  60 months   15.61%     C        C4
## 541   540     10750  60 months   19.97%     D        D5
## 542   541     20000  36 months    7.90%     A        A4
## 543   542     10800  60 months   13.98%     C        C1
## 544   543     16000  36 months   10.99%     B        B2
## 545   544     20375  36 months   11.99%     B        B3
## 546   545     15000  36 months    9.67%     B        B1
## 547   546     12000  60 months   19.97%     D        D5
## 548   547     12000  36 months   11.99%     B        B3
## 549   548     20000  36 months   11.99%     B        B3
## 550   549      7000  36 months    9.67%     B        B1
## 551   550      6400  36 months   12.85%     B        B4
## 552   551      9950  36 months   14.47%     C        C2
## 553   552      9600  36 months   16.99%     D        D1
## 554   553     14000  60 months   14.47%     C        C2
## 555   554      2000  36 months   10.99%     B        B2
## 556   555      5000  36 months   13.53%     B        B5
## 557   556      4800  36 months   11.99%     B        B3
## 558   557     15200  36 months   11.99%     B        B3
## 559   558     15000  36 months   10.99%     B        B2
## 560   559     20000  60 months   24.08%     F        F2
## 561   560     16000  36 months    8.90%     A        A5
## 562   561      5000  36 months   11.99%     B        B3
## 563   562     23000  36 months   12.85%     B        B4
## 564   563      5500  36 months   14.47%     C        C2
## 565   564     13000  36 months   10.99%     B        B2
## 566   565     20000  60 months   15.61%     C        C4
## 567   566     12000  36 months    8.90%     A        A5
## 568   567     30000  60 months   14.98%     C        C3
## 569   568      7000  36 months   23.40%     E        E5
## 570   569     12000  36 months   14.98%     C        C3
## 571   570      6350  36 months   19.97%     D        D5
## 572   571     30000  36 months   13.98%     C        C1
## 573   572     14000  36 months   10.99%     B        B2
## 574   573      4000  36 months   19.97%     D        D5
## 575   574     35000  36 months   14.47%     C        C2
## 576   575     12000  36 months   10.99%     B        B2
## 577   576     34500  60 months   23.40%     E        E5
## 578   577      6000  36 months   10.99%     B        B2
## 579   578     14000  36 months    8.90%     A        A5
## 580   579     23000  60 months   18.25%     D        D3
## 581   580      8325  36 months   13.98%     C        C1
## 582   581      5000  36 months   11.99%     B        B3
## 583   582     20500  60 months   14.47%     C        C2
## 584   583     21000  60 months   19.22%     D        D4
## 585   584     14000  36 months    6.62%     A        A2
## 586   585     20800  36 months    8.90%     A        A5
## 587   586     12875  36 months   13.53%     B        B5
## 588   587      4750  36 months   18.25%     D        D3
## 589   588     35000  36 months   13.98%     C        C1
## 590   589     25000  36 months   15.61%     C        C4
## 591   590     12500  60 months   11.99%     B        B3
## 592   591     12000  60 months   22.90%     E        E4
## 593   592     28000  36 months    9.67%     B        B1
## 594   593      9000  36 months   10.99%     B        B2
## 595   594      9100  36 months    7.90%     A        A4
## 596   595     21850  36 months   10.99%     B        B2
## 597   596     15000  36 months   13.53%     B        B5
## 598   597     17625  60 months   17.57%     D        D2
## 599   598      3625  36 months   17.57%     D        D2
## 600   599     35000  36 months   14.98%     C        C3
## 601   600      9600  36 months    6.62%     A        A2
## 602   601      4000  36 months   14.47%     C        C2
## 603   602     22800  36 months    7.62%     A        A3
## 604   603     10000  36 months    8.90%     A        A5
## 605   604      5000  36 months    7.62%     A        A3
## 606   605     25175  60 months   18.25%     D        D3
## 607   606     26000  36 months    7.90%     A        A4
## 608   607      6000  36 months    8.90%     A        A5
## 609   608     20000  60 months   16.24%     C        C5
## 610   609     35000  60 months   17.57%     D        D2
## 611   610      4900  36 months   14.98%     C        C3
## 612   611      8000  36 months   16.99%     D        D1
## 613   612      7200  36 months   15.61%     C        C4
## 614   613      8000  36 months   14.98%     C        C3
## 615   614     12000  36 months    8.90%     A        A5
## 616   615     25200  36 months   13.53%     B        B5
## 617   616     15000  36 months   12.85%     B        B4
## 618   617     20000  36 months    6.03%     A        A1
## 619   618     28000  36 months   12.85%     B        B4
## 620   619      2500  36 months   11.99%     B        B3
## 621   620     10000  36 months   13.53%     B        B5
## 622   621     21600  60 months   17.57%     D        D2
## 623   622     25000  36 months   13.53%     B        B5
## 624   623     11500  36 months   14.98%     C        C3
## 625   624     12000  36 months    7.90%     A        A4
## 626   625     20000  36 months   13.53%     B        B5
## 627   626     15000  60 months   17.57%     D        D2
## 628   627     12000  36 months   13.53%     B        B5
## 629   628      8000  36 months   14.98%     C        C3
## 630   629      7750  36 months   21.48%     E        E2
## 631   630      6000  36 months    7.90%     A        A4
## 632   631      7800  36 months   14.47%     C        C2
## 633   632     20550  36 months   18.25%     D        D3
## 634   633      4500  36 months   13.53%     B        B5
## 635   634      9450  36 months   13.53%     B        B5
## 636   635     14000  36 months   13.98%     C        C1
## 637   636     18000  36 months    6.03%     A        A1
## 638   637     16000  36 months    9.67%     B        B1
## 639   638     17500  60 months   14.98%     C        C3
## 640   639     20000  60 months   15.61%     C        C4
## 641   640     13500  60 months   19.22%     D        D4
## 642   641     18000  36 months    9.67%     B        B1
## 643   642     16000  60 months   16.99%     D        D1
## 644   643     28625  36 months   13.98%     C        C1
## 645   644      1500  36 months   20.50%     E        E1
## 646   645     31900  36 months   10.99%     B        B2
## 647   646     18000  60 months   16.99%     D        D1
## 648   647      2500  36 months   19.97%     D        D5
## 649   648     16000  36 months   12.85%     B        B4
## 650   649     24000  36 months    7.90%     A        A4
## 651   650      5000  36 months   16.24%     C        C5
## 652   651     10000  36 months   11.99%     B        B3
## 653   652     21725  60 months   16.24%     C        C5
## 654   653     13000  36 months    8.90%     A        A5
## 655   654      9825  36 months   13.53%     B        B5
## 656   655     35000  36 months   10.99%     B        B2
## 657   656      4100  36 months   15.61%     C        C4
## 658   657      9000  36 months    7.62%     A        A3
## 659   658     24000  60 months   13.98%     C        C1
## 660   659     18825  36 months   17.57%     D        D2
## 661   660      1200  36 months   11.99%     B        B3
## 662   661      5000  36 months   17.57%     D        D2
## 663   662      7000  36 months    6.62%     A        A2
## 664   663     11000  36 months   11.99%     B        B3
## 665   664     10000  36 months   16.24%     C        C5
## 666   665     12000  36 months   13.53%     B        B5
## 667   666     28625  60 months   21.48%     E        E2
## 668   667     27000  36 months   24.50%     F        F3
## 669   668     11000  60 months   13.53%     B        B5
## 670   669     26300  60 months   20.50%     E        E1
## 671   670      8000  36 months   14.98%     C        C3
## 672   671     13000  36 months   12.85%     B        B4
## 673   672     10000  36 months   13.98%     C        C1
## 674   673      5000  36 months   13.53%     B        B5
## 675   674      8325  36 months   17.57%     D        D2
## 676   675     18825  36 months   12.85%     B        B4
## 677   676     14900  36 months   14.98%     C        C3
## 678   677     12000  60 months   16.99%     D        D1
## 679   678     35000  60 months   19.97%     D        D5
## 680   679      2800  60 months   19.22%     D        D4
## 681   680      7000  36 months   11.99%     B        B3
## 682   681     32000  36 months    9.67%     B        B1
## 683   682     15000  36 months   14.47%     C        C2
## 684   683     15000  36 months   10.99%     B        B2
## 685   684      6000  36 months   13.53%     B        B5
## 686   685     27575  36 months   18.25%     D        D3
## 687   686     26500  36 months   13.98%     C        C1
## 688   687     30000  36 months   24.50%     F        F3
## 689   688     20000  36 months    7.90%     A        A4
## 690   689      5000  36 months   23.40%     E        E5
## 691   690     30000  36 months    7.90%     A        A4
## 692   691     15000  36 months   14.47%     C        C2
## 693   692     35000  36 months   17.57%     D        D2
## 694   693     28000  36 months    7.90%     A        A4
## 695   694     12800  60 months   14.98%     C        C3
## 696   695     35000  36 months   14.47%     C        C2
## 697   696     32000  60 months   16.24%     C        C5
## 698   697     21000  36 months    6.03%     A        A1
## 699   698     35000  60 months   16.24%     C        C5
## 700   699     10000  36 months    6.62%     A        A2
## 701   700     14600  36 months   14.98%     C        C3
## 702   701     11900  60 months   14.47%     C        C2
## 703   702     30850  60 months   18.25%     D        D3
## 704   703     35000  60 months   19.97%     D        D5
## 705   704      3500  36 months   11.99%     B        B3
## 706   705      6000  36 months   16.24%     C        C5
## 707   706     16000  36 months   11.99%     B        B3
## 708   707      8000  36 months   11.99%     B        B3
## 709   708     35000  36 months   12.85%     B        B4
## 710   709     28000  36 months    6.62%     A        A2
## 711   710     24575  36 months   14.47%     C        C2
## 712   711      8100  36 months   13.98%     C        C1
## 713   712     20000  36 months    7.62%     A        A3
## 714   713      2125  36 months   20.50%     E        E1
## 715   714     14000  36 months   13.53%     B        B5
## 716   715      2400  36 months   20.50%     E        E1
## 717   716     20000  60 months   17.57%     D        D2
## 718   717     19100  36 months   16.99%     D        D1
## 719   718     10750  36 months   16.24%     C        C5
## 720   719     28200  60 months   23.70%     F        F1
## 721   720      7125  36 months   13.98%     C        C1
## 722   721     31300  36 months   11.99%     B        B3
## 723   722     15000  36 months    9.67%     B        B1
## 724   723     35000  60 months   22.90%     E        E4
## 725   724      6625  36 months   14.47%     C        C2
## 726   725     14600  36 months   14.47%     C        C2
## 727   726     14400  36 months   14.98%     C        C3
## 728   727     17000  36 months   23.70%     F        F1
## 729   728     11500  36 months    8.90%     A        A5
## 730   729      2000  36 months   10.99%     B        B2
## 731   730     11250  36 months   19.22%     D        D4
## 732   731     35000  60 months   23.40%     E        E5
## 733   732     10000  60 months   14.47%     C        C2
## 734   733     12000  36 months   10.99%     B        B2
## 735   734     35000  60 months   18.25%     D        D3
## 736   735      8875  36 months   16.24%     C        C5
## 737   736     16000  36 months   10.99%     B        B2
## 738   737     10000  36 months   14.98%     C        C3
## 739   738      7000  36 months   14.98%     C        C3
## 740   739     10000  36 months   12.85%     B        B4
## 741   740     18825  36 months   13.53%     B        B5
## 742   741      3000  36 months   14.47%     C        C2
## 743   742     22325  60 months   17.57%     D        D2
## 744   743     15000  60 months   11.99%     B        B3
## 745   744     16000  60 months   16.99%     D        D1
## 746   745     14125  36 months   13.98%     C        C1
## 747   746      2400  36 months    7.90%     A        A4
## 748   747     15000  60 months   14.98%     C        C3
## 749   748     30000  60 months   16.24%     C        C5
## 750   749     15000  60 months   14.47%     C        C2
## 751   750     10000  36 months    9.67%     B        B1
## 752   751     12500  36 months   13.53%     B        B5
## 753   752      9600  36 months    9.67%     B        B1
## 754   753     18500  36 months   24.50%     F        F3
## 755   754     20000  36 months   10.99%     B        B2
## 756   755     17600  60 months   20.50%     E        E1
## 757   756      9000  36 months   13.98%     C        C1
## 758   757     20000  60 months   16.99%     D        D1
## 759   758     10000  36 months    7.62%     A        A3
## 760   759     21000  60 months   19.97%     D        D5
## 761   760      6650  36 months    7.90%     A        A4
## 762   761     35000  36 months   19.22%     D        D4
## 763   762     15000  60 months   12.85%     B        B4
## 764   763     11500  36 months   13.98%     C        C1
## 765   764     23950  60 months   13.53%     B        B5
## 766   765     25000  36 months   13.98%     C        C1
## 767   766     21000  60 months   12.85%     B        B4
## 768   767     14000  36 months   13.98%     C        C1
## 769   768     10625  36 months   16.24%     C        C5
## 770   769     12000  60 months   15.61%     C        C4
## 771   770      4000  36 months    7.62%     A        A3
## 772   771     26300  36 months   11.99%     B        B3
## 773   772     13000  36 months    8.90%     A        A5
## 774   773     18000  36 months    7.62%     A        A3
## 775   774      9000  36 months   11.99%     B        B3
## 776   775      3000  36 months   14.98%     C        C3
## 777   776      6000  36 months   10.99%     B        B2
## 778   777     24000  36 months    8.90%     A        A5
## 779   778      6600  36 months   14.47%     C        C2
## 780   779     14400  36 months    7.90%     A        A4
## 781   780      4000  36 months   20.50%     E        E1
## 782   781      8000  36 months   11.99%     B        B3
## 783   782     17875  60 months   19.22%     D        D4
## 784   783     15850  60 months   15.61%     C        C4
## 785   784     20000  36 months    7.90%     A        A4
## 786   785      8000  36 months   16.99%     D        D1
## 787   786      6250  36 months   10.99%     B        B2
## 788   787     14075  60 months   17.57%     D        D2
## 789   788     23000  36 months    7.90%     A        A4
## 790   789     24000  60 months   18.25%     D        D3
## 791   790      6000  36 months    6.03%     A        A1
## 792   791     17900  36 months    6.03%     A        A1
## 793   792     15250  60 months   17.57%     D        D2
## 794   793      8325  36 months   18.25%     D        D3
## 795   794      4000  36 months   12.85%     B        B4
## 796   795     35000  60 months   22.40%     E        E3
## 797   796     10000  36 months   12.85%     B        B4
## 798   797      4000  36 months   12.85%     B        B4
## 799   798     10000  36 months    9.67%     B        B1
## 800   799      7200  36 months   16.99%     D        D1
## 801   800     16000  60 months   16.99%     D        D1
## 802   801     34475  36 months    7.90%     A        A4
## 803   802     15850  36 months   14.47%     C        C2
## 804   803     22000  60 months   25.89%     G        G3
## 805   804     10000  36 months   11.99%     B        B3
## 806   805     18000  60 months   13.98%     C        C1
## 807   806     30000  36 months    8.90%     A        A5
## 808   807     24000  36 months    6.62%     A        A2
## 809   808     17600  36 months    8.90%     A        A5
## 810   809     21350  60 months   22.40%     E        E3
## 811   810     19000  36 months   10.99%     B        B2
## 812   811     28000  36 months   13.53%     B        B5
## 813   812     10000  60 months   17.57%     D        D2
## 814   813     10000  36 months    8.90%     A        A5
## 815   814      6750  36 months   14.98%     C        C3
## 816   815     24925  36 months   13.53%     B        B5
## 817   816     18000  36 months    7.62%     A        A3
## 818   817      2000  36 months   11.99%     B        B3
## 819   818      7200  36 months   10.99%     B        B2
## 820   819     14000  60 months   14.47%     C        C2
## 821   820     15000  36 months   14.98%     C        C3
## 822   821     20800  36 months    7.90%     A        A4
## 823   822      6400  36 months   10.99%     B        B2
## 824   823      7000  36 months   10.99%     B        B2
## 825   824     10750  36 months   13.98%     C        C1
## 826   825     10500  36 months   11.99%     B        B3
## 827   826     35000  60 months   19.22%     D        D4
## 828   827      5000  36 months   16.24%     C        C5
## 829   828     30000  36 months    7.90%     A        A4
## 830   829     15000  60 months   21.48%     E        E2
## 831   830      8875  36 months   16.99%     D        D1
## 832   831     17600  36 months    9.67%     B        B1
## 833   832     10000  36 months   16.24%     C        C5
## 834   833     18400  60 months   17.57%     D        D2
## 835   834     15000  36 months    6.62%     A        A2
## 836   835     14400  60 months   16.99%     D        D1
## 837   836      9775  36 months   15.61%     C        C4
## 838   837      2400  36 months   13.98%     C        C1
## 839   838      9000  36 months   12.85%     B        B4
## 840   839      4000  36 months   17.57%     D        D2
## 841   840     10400  36 months   10.99%     B        B2
## 842   841     13200  36 months   19.22%     D        D4
## 843   842     18000  60 months   14.47%     C        C2
## 844   843     10000  36 months   10.99%     B        B2
## 845   844      9975  36 months    8.90%     A        A5
## 846   845     10000  36 months   16.99%     D        D1
## 847   846      8400  36 months   10.99%     B        B2
## 848   847     20000  36 months   12.85%     B        B4
## 849   848      9300  36 months    8.90%     A        A5
## 850   849     19200  36 months   10.99%     B        B2
## 851   850     12000  60 months   15.61%     C        C4
## 852   851     16000  60 months   12.85%     B        B4
## 853   852      6250  36 months   18.25%     D        D3
## 854   853     17000  36 months   14.47%     C        C2
## 855   854      8000  36 months   14.47%     C        C2
## 856   855     20000  60 months   22.40%     E        E3
## 857   856     20000  36 months   15.61%     C        C4
## 858   857     10000  36 months   12.85%     B        B4
## 859   858      7200  36 months   15.61%     C        C4
## 860   859     35000  36 months   10.99%     B        B2
## 861   860      2000  36 months   23.70%     F        F1
## 862   861     11575  36 months   11.99%     B        B3
## 863   862     16300  36 months   13.53%     B        B5
## 864   863     12000  36 months   11.99%     B        B3
## 865   864     14000  36 months    9.67%     B        B1
## 866   865     21850  60 months   20.50%     E        E1
## 867   866     10000  36 months   15.61%     C        C4
## 868   867      5000  36 months    8.90%     A        A5
## 869   868      6000  36 months   19.97%     D        D5
## 870   869     32000  60 months   22.90%     E        E4
## 871   870      5750  36 months   19.97%     D        D5
## 872   871     10000  60 months   16.99%     D        D1
## 873   872     28000  60 months   22.40%     E        E3
## 874   873      5000  36 months   11.99%     B        B3
## 875   874     35000  36 months   19.97%     D        D5
## 876   875     25000  60 months   20.50%     E        E1
## 877   876     27000  60 months   16.99%     D        D1
## 878   877     21000  60 months   14.98%     C        C3
## 879   878     21000  36 months    7.90%     A        A4
## 880   879     16425  60 months   16.24%     C        C5
## 881   880      9725  36 months   10.99%     B        B2
## 882   881     25000  60 months   21.48%     E        E2
## 883   882     19000  36 months    8.90%     A        A5
## 884   883     16000  36 months   10.99%     B        B2
## 885   884     15000  36 months    8.90%     A        A5
## 886   885     10000  36 months   12.85%     B        B4
## 887   886     26000  36 months   11.99%     B        B3
## 888   887     20000  36 months    7.62%     A        A3
## 889   888      8000  36 months    9.67%     B        B1
## 890   889      5000  36 months    8.90%     A        A5
## 891   890      9450  36 months   10.99%     B        B2
## 892   891      7500  36 months   12.85%     B        B4
## 893   892      8725  36 months   19.22%     D        D4
## 894   893     35000  60 months   19.97%     D        D5
## 895   894      8000  36 months    8.90%     A        A5
## 896   895     21600  36 months    9.67%     B        B1
## 897   896     35000  36 months   20.50%     E        E1
## 898   897      4000  36 months   11.99%     B        B3
## 899   898      5000  36 months    7.62%     A        A3
## 900   899     10000  36 months   14.47%     C        C2
## 901   900     10050  36 months   16.24%     C        C5
## 902   901     10000  36 months    9.67%     B        B1
## 903   902     11500  36 months   12.85%     B        B4
## 904   903      8000  36 months   13.98%     C        C1
## 905   904     12000  60 months   14.47%     C        C2
## 906   905      4375  36 months   19.97%     D        D5
## 907   906     12000  60 months   16.24%     C        C5
## 908   907     32000  36 months   18.25%     D        D3
## 909   908      9600  36 months    9.67%     B        B1
## 910   909     15000  36 months   12.85%     B        B4
## 911   910     35000  60 months   19.97%     D        D5
## 912   911      8000  36 months   13.98%     C        C1
## 913   912      9000  36 months   12.85%     B        B4
## 914   913      6000  36 months   23.40%     E        E5
## 915   914     10000  36 months   11.99%     B        B3
## 916   915      7000  36 months   15.61%     C        C4
## 917   916     24000  60 months   21.48%     E        E2
## 918   917     22125  36 months    9.67%     B        B1
## 919   918     28000  36 months    9.67%     B        B1
## 920   919     30000  36 months   18.25%     D        D3
## 921   920      3000  36 months   13.53%     B        B5
## 922   921      2200  36 months   14.98%     C        C3
## 923   922     16000  36 months   11.99%     B        B3
## 924   923     14675  60 months   19.97%     D        D5
## 925   924     24000  36 months   14.98%     C        C3
## 926   925     10000  36 months   16.24%     C        C5
## 927   926      3500  36 months    8.90%     A        A5
## 928   927     20000  60 months   15.61%     C        C4
## 929   928     35000  36 months   12.85%     B        B4
## 930   929      9600  36 months   10.99%     B        B2
## 931   930     35000  36 months   16.24%     C        C5
## 932   931      3300  36 months   24.99%     F        F4
## 933   932     35000  36 months   17.57%     D        D2
## 934   933     23300  36 months    8.90%     A        A5
## 935   934     10500  36 months    9.67%     B        B1
## 936   935      1000  60 months   22.40%     E        E3
## 937   936      8000  36 months   13.53%     B        B5
## 938   937     25200  60 months   17.57%     D        D2
## 939   938     16000  36 months   16.24%     C        C5
## 940   939     10000  60 months   14.47%     C        C2
## 941   940     28100  60 months   17.57%     D        D2
## 942   941     20000  60 months   20.50%     E        E1
## 943   942     14000  60 months   19.97%     D        D5
## 944   943     10000  60 months   14.47%     C        C2
## 945   944     14600  60 months   20.50%     E        E1
## 946   945      3825  36 months   14.98%     C        C3
## 947   946     12000  36 months   12.85%     B        B4
## 948   947     30000  60 months   18.25%     D        D3
## 949   948     35000  60 months   25.57%     F        F5
## 950   949      9600  36 months    8.90%     A        A5
## 951   950     12000  60 months   14.98%     C        C3
## 952   951     11200  36 months   10.99%     B        B2
## 953   952     25000  36 months    7.90%     A        A4
## 954   953     10000  36 months   13.98%     C        C1
## 955   954     16000  60 months   15.61%     C        C4
## 956   955     10000  36 months   19.97%     D        D5
## 957   956     15250  36 months   18.25%     D        D3
## 958   957     17500  36 months   18.25%     D        D3
## 959   958     25000  60 months   19.22%     D        D4
## 960   959     10000  60 months   15.61%     C        C4
## 961   960     12500  36 months    6.03%     A        A1
## 962   961     23200  36 months    8.90%     A        A5
## 963   962     10000  36 months    8.90%     A        A5
## 964   963     19100  36 months   14.47%     C        C2
## 965   964     35000  36 months   12.85%     B        B4
## 966   965     20000  60 months   14.47%     C        C2
## 967   966     14125  36 months   14.47%     C        C2
## 968   967      6075  36 months   16.24%     C        C5
## 969   968     35000  36 months   14.47%     C        C2
## 970   969      6500  36 months    8.90%     A        A5
## 971   970     25000  36 months    7.90%     A        A4
## 972   971     18000  36 months   11.99%     B        B3
## 973   972     10000  36 months    7.90%     A        A4
## 974   973      3500  36 months    8.90%     A        A5
## 975   974      4500  36 months   11.99%     B        B3
## 976   975      6000  36 months    8.90%     A        A5
## 977   976     30000  60 months   21.48%     E        E2
## 978   977     11200  36 months    7.62%     A        A3
## 979   978     16000  36 months    7.90%     A        A4
## 980   979      5000  36 months   15.61%     C        C4
## 981   980      7000  36 months   10.99%     B        B2
## 982   981     31300  36 months   14.47%     C        C2
## 983   982      8000  36 months    7.62%     A        A3
## 984   983     24000  36 months    7.62%     A        A3
## 985   984     12000  60 months   13.98%     C        C1
## 986   985     32350  60 months   23.70%     F        F1
## 987   986      5000  36 months   14.98%     C        C3
## 988   987     10625  36 months   13.53%     B        B5
## 989   988      4500  36 months    6.62%     A        A2
## 990   989      4000  36 months   12.85%     B        B4
## 991   990     25000  36 months   19.97%     D        D5
## 992   991     12000  60 months   19.22%     D        D4
## 993   992      7550  36 months    8.90%     A        A5
## 994   993     14800  36 months   13.53%     B        B5
## 995   994     11000  36 months    6.62%     A        A2
## 996   995     16300  36 months   10.99%     B        B2
## 997   996     11200  36 months   10.99%     B        B2
## 998   997      5500  36 months   19.22%     D        D4
## 999   998     15000  36 months   10.99%     B        B2
## 1000  999      6250  36 months   17.57%     D        D2
## 1001 1000     11275  36 months   14.47%     C        C2
## 1002 1001     16000  36 months   14.98%     C        C3
## 1003 1002     33500  60 months   18.25%     D        D3
## 1004 1003     10000  60 months   19.22%     D        D4
## 1005 1004     23275  36 months   13.98%     C        C1
## 1006 1005     10000  60 months   18.25%     D        D3
## 1007 1006      8000  36 months    7.90%     A        A4
## 1008 1007      5000  36 months    9.67%     B        B1
## 1009 1008      3000  36 months   22.90%     E        E4
## 1010 1009      7000  36 months   14.47%     C        C2
## 1011 1010     18000  60 months   23.70%     F        F1
## 1012 1011      6000  36 months   15.61%     C        C4
## 1013 1012     16000  60 months   14.98%     C        C3
## 1014 1013     16000  36 months   10.99%     B        B2
## 1015 1014      9000  36 months   12.85%     B        B4
## 1016 1015     10625  60 months   19.97%     D        D5
## 1017 1016      6000  36 months   15.61%     C        C4
## 1018 1017     18000  36 months    9.67%     B        B1
## 1019 1018     10000  36 months   10.99%     B        B2
## 1020 1019      3500  36 months   15.61%     C        C4
## 1021 1020     15000  36 months    9.67%     B        B1
## 1022 1021     21000  60 months   17.57%     D        D2
## 1023 1022     35000  36 months   11.99%     B        B3
## 1024 1023      9600  36 months   14.98%     C        C3
## 1025 1024     16000  36 months   15.61%     C        C4
## 1026 1025     12800  36 months   11.99%     B        B3
## 1027 1026     13250  36 months   14.98%     C        C3
## 1028 1027     18000  60 months   10.99%     B        B2
## 1029 1028     10000  36 months   16.24%     C        C5
## 1030 1029     20000  60 months   19.22%     D        D4
## 1031 1030     21575  60 months   19.22%     D        D4
## 1032 1031     19800  36 months   10.99%     B        B2
## 1033 1032      9000  36 months   13.98%     C        C1
## 1034 1033     24000  36 months   17.57%     D        D2
## 1035 1034      5700  36 months   20.50%     E        E1
## 1036 1035     20500  36 months    7.62%     A        A3
## 1037 1036     19000  60 months   14.98%     C        C3
## 1038 1037     12000  60 months   15.61%     C        C4
## 1039 1038      6000  36 months   15.61%     C        C4
## 1040 1039     10000  36 months   14.47%     C        C2
## 1041 1040      1500  36 months   20.50%     E        E1
## 1042 1041     16000  36 months   11.99%     B        B3
## 1043 1042     28000  36 months    8.90%     A        A5
## 1044 1043      7200  36 months    9.67%     B        B1
## 1045 1044     28000  36 months    8.90%     A        A5
## 1046 1045     14400  36 months    7.62%     A        A3
## 1047 1046      8000  36 months   22.90%     E        E4
## 1048 1047      7175  36 months   14.47%     C        C2
## 1049 1048      7000  36 months   10.99%     B        B2
## 1050 1049     21925  36 months    7.62%     A        A3
## 1051 1050     10000  36 months    8.90%     A        A5
## 1052 1051      1000  36 months   23.70%     F        F1
## 1053 1052     24000  60 months   12.85%     B        B4
## 1054 1053      8000  36 months   13.53%     B        B5
## 1055 1054      1000  36 months   14.98%     C        C3
## 1056 1055     10000  36 months    7.62%     A        A3
## 1057 1056     18000  60 months   14.47%     C        C2
## 1058 1057      8000  36 months   14.98%     C        C3
## 1059 1058     20000  36 months   10.99%     B        B2
## 1060 1059      8000  36 months   10.99%     B        B2
## 1061 1060      6500  36 months   13.53%     B        B5
## 1062 1061     15000  36 months    9.67%     B        B1
## 1063 1062     28000  60 months   14.47%     C        C2
## 1064 1063     17625  36 months   11.99%     B        B3
## 1065 1064     10000  36 months   12.85%     B        B4
## 1066 1065     21000  36 months   14.98%     C        C3
## 1067 1066      8000  36 months   12.85%     B        B4
## 1068 1067     20000  36 months    8.90%     A        A5
## 1069 1068     24000  36 months    7.90%     A        A4
## 1070 1069     15000  60 months   14.47%     C        C2
## 1071 1070     20000  36 months    8.90%     A        A5
## 1072 1071     24000  60 months   20.50%     E        E1
## 1073 1072     11625  60 months   16.99%     D        D1
## 1074 1073     19200  36 months    6.03%     A        A1
## 1075 1074     18000  36 months    6.03%     A        A1
## 1076 1075      3425  36 months   18.25%     D        D3
## 1077 1076     20000  36 months   16.24%     C        C5
## 1078 1077     12000  60 months   10.99%     B        B2
## 1079 1078     15000  60 months   20.50%     E        E1
## 1080 1079     21200  60 months   23.40%     E        E5
## 1081 1080     11400  36 months   12.85%     B        B4
## 1082 1081     14000  60 months   13.98%     C        C1
## 1083 1082     24000  36 months    7.62%     A        A3
## 1084 1083     17000  36 months    9.67%     B        B1
## 1085 1084     15000  36 months   12.85%     B        B4
## 1086 1085     15000  36 months   13.53%     B        B5
## 1087 1086      8400  36 months    8.90%     A        A5
## 1088 1087     35000  60 months   16.99%     D        D1
## 1089 1088      6000  36 months   11.99%     B        B3
## 1090 1089     20000  36 months    6.03%     A        A1
## 1091 1090      5550  36 months   14.98%     C        C3
## 1092 1091      4000  36 months   16.24%     C        C5
## 1093 1092      8000  36 months   15.61%     C        C4
## 1094 1093     21000  36 months    7.90%     A        A4
## 1095 1094      6000  36 months   18.25%     D        D3
## 1096 1095      8450  36 months   12.85%     B        B4
## 1097 1096     35000  36 months   11.99%     B        B3
## 1098 1097     20000  36 months   14.47%     C        C2
## 1099 1098     20000  36 months   13.53%     B        B5
## 1100 1099     14000  36 months    8.90%     A        A5
## 1101 1100     24000  60 months   14.98%     C        C3
## 1102 1101      7000  36 months    8.90%     A        A5
## 1103 1102     19075  60 months   15.61%     C        C4
## 1104 1103      9950  36 months   16.99%     D        D1
## 1105 1104     26400  36 months   14.47%     C        C2
## 1106 1105     12000  36 months   10.99%     B        B2
## 1107 1106     26000  60 months   17.57%     D        D2
## 1108 1107     19750  36 months   14.98%     C        C3
## 1109 1108     10000  36 months   13.98%     C        C1
## 1110 1109     10000  36 months   15.61%     C        C4
## 1111 1110      6350  36 months   14.98%     C        C3
## 1112 1111     20000  36 months    8.90%     A        A5
## 1113 1112      6000  36 months    8.90%     A        A5
## 1114 1113     35000  36 months   15.61%     C        C4
## 1115 1114     15000  60 months   15.61%     C        C4
## 1116 1115     30000  36 months   13.98%     C        C1
## 1117 1116     21000  36 months    8.90%     A        A5
## 1118 1117     12000  60 months   16.24%     C        C5
## 1119 1118     24000  60 months   22.90%     E        E4
## 1120 1119     31000  36 months   12.85%     B        B4
## 1121 1120      7200  36 months   12.85%     B        B4
## 1122 1121     15000  36 months   18.25%     D        D3
## 1123 1122     15000  60 months   16.24%     C        C5
## 1124 1123     20000  36 months   13.98%     C        C1
## 1125 1124     16425  36 months   16.99%     D        D1
## 1126 1125     10625  36 months   20.50%     E        E1
## 1127 1126     13100  36 months    8.90%     A        A5
## 1128 1127     12175  36 months   11.99%     B        B3
## 1129 1128      5000  36 months   12.85%     B        B4
## 1130 1129     10000  60 months   16.24%     C        C5
## 1131 1130     24000  36 months    7.62%     A        A3
## 1132 1131     12000  60 months   16.24%     C        C5
## 1133 1132     35000  60 months   21.48%     E        E2
## 1134 1133     24575  60 months   22.90%     E        E4
## 1135 1134     15000  36 months    7.62%     A        A3
## 1136 1135     26500  60 months   22.40%     E        E3
## 1137 1136     28000  36 months    8.90%     A        A5
## 1138 1137     11000  60 months   13.53%     B        B5
## 1139 1138      5000  36 months    6.03%     A        A1
## 1140 1139     22000  36 months   13.98%     C        C1
## 1141 1140     17500  60 months   17.57%     D        D2
## 1142 1141     11000  60 months   22.40%     E        E3
## 1143 1142     16500  60 months   19.97%     D        D5
## 1144 1143      4000  36 months   14.98%     C        C3
## 1145 1144     35000  36 months   23.40%     E        E5
## 1146 1145     17000  36 months   13.53%     B        B5
## 1147 1146     10000  36 months   12.85%     B        B4
## 1148 1147      6000  36 months   11.99%     B        B3
## 1149 1148     25000  60 months   17.57%     D        D2
## 1150 1149     15300  36 months    8.90%     A        A5
## 1151 1150     22325  60 months   18.25%     D        D3
## 1152 1151     15000  36 months    7.62%     A        A3
## 1153 1152     18000  36 months    7.62%     A        A3
## 1154 1153     10400  60 months   18.25%     D        D3
## 1155 1154     10000  36 months   15.61%     C        C4
## 1156 1155     13000  36 months   13.53%     B        B5
## 1157 1156     27000  36 months    8.90%     A        A5
## 1158 1157      9000  36 months    6.03%     A        A1
## 1159 1158     35000  60 months   16.99%     D        D1
## 1160 1159     12000  36 months    9.67%     B        B1
## 1161 1160      7200  36 months    9.67%     B        B1
## 1162 1161      5000  36 months   13.98%     C        C1
## 1163 1162      1500  36 months   13.98%     C        C1
## 1164 1163     24000  36 months   11.99%     B        B3
## 1165 1164     19000  36 months   14.98%     C        C3
## 1166 1165     11200  36 months    7.62%     A        A3
## 1167 1166     15000  60 months   14.98%     C        C3
## 1168 1167     35000  36 months   16.24%     C        C5
## 1169 1168     18000  36 months    6.03%     A        A1
## 1170 1169     12000  36 months   11.99%     B        B3
## 1171 1170     20000  36 months   14.98%     C        C3
## 1172 1171      5000  36 months    7.90%     A        A4
## 1173 1172      3850  36 months   18.25%     D        D3
## 1174 1173     10200  60 months   22.40%     E        E3
## 1175 1174     12875  36 months   17.57%     D        D2
## 1176 1175     35000  60 months   18.25%     D        D3
## 1177 1176     10000  36 months    7.90%     A        A4
## 1178 1177      3825  36 months   22.40%     E        E3
## 1179 1178      3000  36 months    7.90%     A        A4
## 1180 1179      9600  36 months    9.67%     B        B1
## 1181 1180     27000  36 months    9.67%     B        B1
## 1182 1181     29175  36 months   23.40%     E        E5
## 1183 1182      9000  36 months   19.20%     D        D3
## 1184 1183     18000  36 months    9.67%     B        B1
## 1185 1184      4300  36 months   17.76%     D        D1
## 1186 1185     10000  36 months    9.67%     B        B1
## 1187 1186     10000  36 months    7.90%     A        A4
## 1188 1187     17000  36 months   16.20%     C        C4
## 1189 1188     10000  36 months   12.99%     B        B4
## 1190 1189     26500  60 months   19.20%     D        D3
## 1191 1190     20000  36 months   14.30%     C        C1
## 1192 1191     19000  60 months    9.67%     B        B1
## 1193 1192     28000  36 months    9.67%     B        B1
## 1194 1193     15000  36 months   13.67%     B        B5
## 1195 1194      6300  36 months   21.70%     E        E2
## 1196 1195      6000  36 months   15.10%     C        C2
## 1197 1196     12000  36 months    8.90%     A        A5
## 1198 1197     11275  36 months   23.40%     E        E5
## 1199 1198     15000  60 months   17.10%     C        C5
## 1200 1199      8400  36 months   14.30%     C        C1
## 1201 1200     25975  60 months   21.00%     E        E1
## 1202 1201     18000  60 months   15.10%     C        C2
## 1203 1202     14000  60 months   21.00%     E        E1
## 1204 1203      9600  36 months   11.99%     B        B3
## 1205 1204     12000  60 months   13.67%     B        B5
## 1206 1205     10000  36 months   11.99%     B        B3
## 1207 1206     35000  36 months   19.20%     D        D3
## 1208 1207     10000  36 months   21.00%     E        E1
## 1209 1208     12000  36 months    7.62%     A        A3
## 1210 1209      6000  36 months   12.99%     B        B4
## 1211 1210     28000  36 months   13.67%     B        B5
## 1212 1211     10000  36 months   11.99%     B        B3
## 1213 1212     18000  60 months   17.10%     C        C5
## 1214 1213      4650  36 months   21.70%     E        E2
## 1215 1214     15000  36 months   10.99%     B        B2
## 1216 1215     14550  36 months   14.30%     C        C1
## 1217 1216     12000  36 months   10.99%     B        B2
## 1218 1217      5600  36 months   11.99%     B        B3
## 1219 1218     12000  36 months    9.67%     B        B1
## 1220 1219     18100  36 months    7.62%     A        A3
## 1221 1220     14500  60 months   20.20%     D        D5
## 1222 1221     22750  60 months   22.40%     E        E3
## 1223 1222      8000  36 months   14.30%     C        C1
## 1224 1223     15000  36 months   16.20%     C        C4
## 1225 1224      5200  36 months   15.10%     C        C2
## 1226 1225     15000  60 months   16.20%     C        C4
## 1227 1226     12000  36 months   11.99%     B        B3
## 1228 1227     25000  36 months   16.20%     C        C4
## 1229 1228     16000  60 months   21.70%     E        E2
## 1230 1229      7500  36 months   17.76%     D        D1
## 1231 1230     30000  60 months   16.20%     C        C4
## 1232 1231     21250  36 months   11.99%     B        B3
## 1233 1232     18500  60 months   17.10%     C        C5
## 1234 1233     24000  60 months   21.70%     E        E2
## 1235 1234      8400  36 months   12.99%     B        B4
## 1236 1235      3625  36 months   23.40%     E        E5
## 1237 1236      9750  36 months   15.10%     C        C2
## 1238 1237      3250  36 months   19.20%     D        D3
## 1239 1238      8000  36 months   15.10%     C        C2
## 1240 1239     12000  36 months    7.90%     A        A4
## 1241 1240     21600  60 months   15.61%     C        C3
## 1242 1241     24000  36 months    7.62%     A        A3
## 1243 1242     12000  36 months    7.90%     A        A4
## 1244 1243      6000  36 months   12.99%     B        B4
## 1245 1244     15000  60 months   21.00%     E        E1
## 1246 1245      8000  36 months   13.67%     B        B5
## 1247 1246     12000  60 months   17.10%     C        C5
## 1248 1247     18825  36 months    7.90%     A        A4
## 1249 1248      4750  36 months   19.20%     D        D3
## 1250 1249      5000  36 months    8.90%     A        A5
## 1251 1250     26000  36 months   12.99%     B        B4
## 1252 1251     35000  60 months   21.00%     E        E1
## 1253 1252     21000  60 months   17.10%     C        C5
## 1254 1253      9250  36 months    9.67%     B        B1
## 1255 1254     35000  36 months    9.67%     B        B1
## 1256 1255      6000  36 months   16.20%     C        C4
## 1257 1256     15000  36 months   11.99%     B        B3
## 1258 1257     12000  36 months   12.99%     B        B4
## 1259 1258     10000  36 months   13.67%     B        B5
## 1260 1259      3800  36 months    7.90%     A        A4
## 1261 1260      8875  36 months   19.20%     D        D3
## 1262 1261      3000  36 months   21.00%     E        E1
## 1263 1262      3600  36 months   17.10%     C        C5
## 1264 1263     10575  36 months   19.52%     D        D4
## 1265 1264     20000  60 months   19.20%     D        D3
## 1266 1265      7200  36 months   13.67%     B        B5
## 1267 1266     10000  36 months   11.99%     B        B3
## 1268 1267     16750  36 months   13.67%     B        B5
## 1269 1268     13000  36 months   10.99%     B        B2
## 1270 1269      4575  36 months   16.20%     C        C4
## 1271 1270     20500  60 months   25.99%     G        G4
## 1272 1271     18250  36 months   12.99%     B        B4
## 1273 1272     15000  36 months   10.99%     B        B2
## 1274 1273      7000  36 months   13.67%     B        B5
## 1275 1274     15000  60 months   15.61%     C        C3
## 1276 1275      2000  36 months   16.20%     C        C4
## 1277 1276     19000  60 months   16.20%     C        C4
## 1278 1277     11500  36 months   13.67%     B        B5
## 1279 1278     21725  36 months   11.99%     B        B3
## 1280 1279     24000  60 months   19.52%     D        D4
## 1281 1280     12300  60 months   21.00%     E        E1
## 1282 1281     19650  36 months   15.10%     C        C2
## 1283 1282     14000  60 months   16.20%     C        C4
## 1284 1283     30000  36 months    8.90%     A        A5
## 1285 1284     15000  36 months   13.67%     B        B5
## 1286 1285     18825  60 months   25.89%     G        G3
## 1287 1286     20675  60 months   23.10%     E        E4
## 1288 1287     16000  60 months   15.61%     C        C3
## 1289 1288      4800  36 months   10.99%     B        B2
## 1290 1289     24375  36 months   14.30%     C        C1
## 1291 1290      4800  36 months   15.61%     C        C3
## 1292 1291      9000  36 months   11.99%     B        B3
## 1293 1292     28000  60 months   18.55%     D        D2
## 1294 1293     12000  36 months   14.30%     C        C1
## 1295 1294      5000  36 months   10.99%     B        B2
## 1296 1295     10000  60 months   18.55%     D        D2
## 1297 1296     10000  36 months    9.67%     B        B1
## 1298 1297     16425  60 months   24.99%     F        F4
## 1299 1298     20000  36 months   13.67%     B        B5
## 1300 1299     15550  36 months   18.55%     D        D2
## 1301 1300     35000  36 months   14.30%     C        C1
## 1302 1301     11100  36 months   10.99%     B        B2
## 1303 1302      3000  36 months   15.10%     C        C2
## 1304 1303      9600  36 months    7.90%     A        A4
## 1305 1304     24000  36 months   12.99%     B        B4
## 1306 1305      5000  36 months   11.99%     B        B3
## 1307 1306     25000  60 months   18.55%     D        D2
## 1308 1307      4000  60 months   25.57%     F        F5
## 1309 1308     35000  36 months   17.10%     C        C5
## 1310 1309     15000  36 months   10.99%     B        B2
## 1311 1310     15000  36 months    8.90%     A        A5
## 1312 1311     20000  36 months   14.30%     C        C1
## 1313 1312     30000  36 months   12.99%     B        B4
## 1314 1313     12000  36 months    9.67%     B        B1
## 1315 1314     18000  60 months   14.30%     C        C1
## 1316 1315      6000  36 months   15.10%     C        C2
## 1317 1316     21000  60 months   19.52%     D        D4
## 1318 1317      6575  36 months   20.20%     D        D5
## 1319 1318      8000  36 months   11.99%     B        B3
## 1320 1319     15000  36 months    7.90%     A        A4
## 1321 1320     17875  60 months   20.20%     D        D5
## 1322 1321      8325  36 months   17.76%     D        D1
## 1323 1322      6000  36 months   17.10%     C        C5
## 1324 1323     12000  36 months   12.99%     B        B4
## 1325 1324      4800  36 months    9.67%     B        B1
## 1326 1325     16950  36 months   21.00%     E        E1
## 1327 1326     30750  60 months   18.55%     D        D2
## 1328 1327     16000  36 months   12.99%     B        B4
## 1329 1328     13000  36 months    8.90%     A        A5
## 1330 1329     28000  60 months   16.20%     C        C4
## 1331 1330      2500  36 months   18.55%     D        D2
## 1332 1331     15000  36 months    6.62%     A        A2
## 1333 1332      8500  36 months    7.90%     A        A4
## 1334 1333     28000  36 months    7.90%     A        A4
## 1335 1334     10000  36 months   11.99%     B        B3
## 1336 1335      5600  36 months    9.67%     B        B1
## 1337 1336     18775  60 months   17.76%     D        D1
## 1338 1337     15000  36 months   13.67%     B        B5
## 1339 1338     17450  36 months   14.30%     C        C1
## 1340 1339     12000  36 months   15.61%     C        C3
## 1341 1340     21000  36 months    7.62%     A        A3
## 1342 1341      7500  36 months   19.20%     D        D3
## 1343 1342     22075  36 months   13.67%     B        B5
## 1344 1343     14125  36 months   15.10%     C        C2
## 1345 1344      7750  36 months   15.61%     C        C3
## 1346 1345     14000  36 months   13.67%     B        B5
## 1347 1346     11200  60 months   17.76%     D        D1
## 1348 1347      1000  36 months   21.00%     E        E1
## 1349 1348     25000  36 months    7.90%     A        A4
## 1350 1349     12000  36 months   11.99%     B        B3
## 1351 1350     15000  60 months   13.67%     B        B5
## 1352 1351      5500  36 months    7.90%     A        A4
## 1353 1352      7200  36 months   14.30%     C        C1
## 1354 1353     16000  60 months   15.61%     C        C3
## 1355 1354      7900  36 months    8.90%     A        A5
## 1356 1355     15000  36 months   10.99%     B        B2
## 1357 1356     10000  36 months    8.90%     A        A5
## 1358 1357     27000  60 months   11.99%     B        B3
## 1359 1358     12000  60 months   15.61%     C        C3
## 1360 1359      6000  36 months   21.00%     E        E1
## 1361 1360      6000  36 months    8.90%     A        A5
## 1362 1361     18000  36 months    7.62%     A        A3
## 1363 1362     18000  60 months   19.20%     D        D3
## 1364 1363      2400  36 months   23.40%     E        E5
## 1365 1364      9950  36 months   11.99%     B        B3
## 1366 1365      3600  36 months   13.67%     B        B5
## 1367 1366     11700  36 months   10.99%     B        B2
## 1368 1367     11500  36 months   21.00%     E        E1
## 1369 1368     20000  60 months   17.76%     D        D1
## 1370 1369     29175  60 months   22.40%     E        E3
## 1371 1370      6000  36 months    6.62%     A        A2
## 1372 1371      3625  36 months   16.20%     C        C4
## 1373 1372     15200  36 months    8.90%     A        A5
## 1374 1373      8475  36 months   16.20%     C        C4
## 1375 1374     11200  36 months    8.90%     A        A5
## 1376 1375      5500  36 months   10.99%     B        B2
## 1377 1376      5000  36 months    7.90%     A        A4
## 1378 1377      5375  36 months   18.55%     D        D2
## 1379 1378     11100  36 months    8.90%     A        A5
## 1380 1379     17600  36 months   10.99%     B        B2
## 1381 1380      8500  36 months   18.55%     D        D2
## 1382 1381     28000  36 months   11.99%     B        B3
## 1383 1382     13350  36 months   15.10%     C        C2
## 1384 1383     10000  36 months   14.30%     C        C1
## 1385 1384      7000  36 months   10.99%     B        B2
## 1386 1385      8500  36 months   15.10%     C        C2
## 1387 1386     35000  36 months   12.99%     B        B4
## 1388 1387     16000  36 months   13.67%     B        B5
## 1389 1388     10000  36 months    8.90%     A        A5
## 1390 1389     10000  36 months   19.52%     D        D4
## 1391 1390     15000  36 months   11.99%     B        B3
## 1392 1391      8800  36 months   11.99%     B        B3
## 1393 1392     15000  60 months   23.40%     E        E5
## 1394 1393     16000  60 months   13.67%     B        B5
## 1395 1394     10000  36 months   11.99%     B        B3
## 1396 1395     12000  36 months    8.90%     A        A5
## 1397 1396      6400  36 months   13.67%     B        B5
## 1398 1397     11000  60 months   14.30%     C        C1
## 1399 1398     15000  36 months   10.99%     B        B2
## 1400 1399      9500  36 months    8.90%     A        A5
## 1401 1400     20000  36 months   12.99%     B        B4
## 1402 1401     12000  36 months   13.67%     B        B5
## 1403 1402     20000  60 months   16.20%     C        C4
## 1404 1403     12000  36 months   10.99%     B        B2
## 1405 1404     24250  36 months   10.99%     B        B2
## 1406 1405     11500  36 months   12.99%     B        B4
## 1407 1406     18825  36 months    9.67%     B        B1
## 1408 1407     35000  60 months   23.10%     E        E4
## 1409 1408     10000  36 months    7.90%     A        A4
## 1410 1409     14400  36 months   12.99%     B        B4
## 1411 1410     14900  36 months    7.90%     A        A4
## 1412 1411     16000  36 months    9.67%     B        B1
## 1413 1412     14000  36 months   15.10%     C        C2
## 1414 1413     22000  60 months   15.10%     C        C2
## 1415 1414     10000  36 months   10.99%     B        B2
## 1416 1415     18000  36 months   18.55%     D        D2
## 1417 1416     14400  36 months   10.99%     B        B2
## 1418 1417     35000  60 months   18.55%     D        D2
## 1419 1418     18550  60 months   23.10%     E        E4
## 1420 1419     20000  36 months    7.90%     A        A4
## 1421 1420      9300  36 months   17.10%     C        C5
## 1422 1421      4500  36 months   14.30%     C        C1
## 1423 1422     14000  60 months   19.52%     D        D4
## 1424 1423      2000  36 months   13.67%     B        B5
## 1425 1424      7000  36 months   17.10%     C        C5
## 1426 1425     19750  36 months    7.90%     A        A4
## 1427 1426     11000  36 months   12.99%     B        B4
## 1428 1427     22250  60 months   19.52%     D        D4
## 1429 1428      8725  36 months   21.00%     E        E1
## 1430 1429      7000  36 months   13.67%     B        B5
## 1431 1430      6200  36 months   10.99%     B        B2
## 1432 1431     16000  60 months   14.30%     C        C1
## 1433 1432      9250  36 months   10.99%     B        B2
## 1434 1433      2000  36 months   14.30%     C        C1
## 1435 1434      7500  36 months    6.62%     A        A2
## 1436 1435     13000  36 months    7.90%     A        A4
## 1437 1436     20000  36 months   11.99%     B        B3
## 1438 1437     14075  36 months   18.55%     D        D2
## 1439 1438      8500  36 months    9.67%     B        B1
## 1440 1439      5600  36 months   11.99%     B        B3
## 1441 1440     11000  36 months    7.62%     A        A3
## 1442 1441     10350  60 months   19.20%     D        D3
## 1443 1442     35000  60 months   22.40%     E        E3
## 1444 1443     10000  36 months   11.99%     B        B3
## 1445 1444      6625  36 months   13.67%     B        B5
## 1446 1445     14600  36 months   20.20%     D        D5
## 1447 1446      7200  36 months   19.52%     D        D4
## 1448 1447     13200  60 months   22.40%     E        E3
## 1449 1448     15625  36 months    6.03%     A        A1
## 1450 1449     35000  60 months   21.00%     E        E1
## 1451 1450      9500  36 months   13.67%     B        B5
## 1452 1451     22000  60 months   15.61%     C        C3
## 1453 1452     20500  36 months   14.30%     C        C1
## 1454 1453      5000  36 months    8.90%     A        A5
## 1455 1454      6000  36 months    8.90%     A        A5
## 1456 1455      8500  36 months   13.67%     B        B5
## 1457 1456      8500  36 months    8.90%     A        A5
## 1458 1457     13000  36 months   13.67%     B        B5
## 1459 1458     16000  60 months   15.10%     C        C2
## 1460 1459     11000  36 months   14.30%     C        C1
## 1461 1460      2400  36 months   19.20%     D        D3
## 1462 1461      8000  36 months   15.61%     C        C3
## 1463 1462      4000  36 months   15.61%     C        C3
## 1464 1463     28000  36 months    7.90%     A        A4
## 1465 1464      3600  36 months   11.99%     B        B3
## 1466 1465     12000  60 months   24.50%     F        F3
## 1467 1466      1925  36 months   17.76%     D        D1
## 1468 1467     10050  36 months   12.99%     B        B4
## 1469 1468      8000  36 months    8.90%     A        A5
## 1470 1469      7200  36 months   10.99%     B        B2
## 1471 1470     14000  36 months   13.67%     B        B5
## 1472 1471      7500  36 months   15.10%     C        C2
## 1473 1472      1200  60 months   20.20%     D        D5
## 1474 1473     20000  36 months   11.99%     B        B3
## 1475 1474     10200  60 months   14.30%     C        C1
## 1476 1475      3000  36 months    9.67%     B        B1
## 1477 1476     27575  36 months    9.67%     B        B1
## 1478 1477     16000  60 months   18.55%     D        D2
## 1479 1478      5825  36 months   15.61%     C        C3
## 1480 1479      5000  36 months   13.67%     B        B5
## 1481 1480      8000  36 months   10.99%     B        B2
## 1482 1481     20000  60 months   21.00%     E        E1
## 1483 1482     18000  60 months   14.30%     C        C1
## 1484 1483     10000  36 months    9.67%     B        B1
## 1485 1484      8400  36 months   16.20%     C        C4
## 1486 1485     14400  36 months    9.67%     B        B1
## 1487 1486      9100  36 months   18.55%     D        D2
## 1488 1487      4000  36 months   15.61%     C        C3
## 1489 1488     12000  36 months   11.99%     B        B3
## 1490 1489      2150  36 months   18.55%     D        D2
## 1491 1490     12000  36 months    7.90%     A        A4
## 1492 1491      9450  36 months   14.30%     C        C1
## 1493 1492      8050  36 months   10.99%     B        B2
## 1494 1493      4800  36 months   15.10%     C        C2
## 1495 1494      7800  36 months   12.99%     B        B4
## 1496 1495     20000  36 months    7.90%     A        A4
## 1497 1496     17000  36 months    7.62%     A        A3
## 1498 1497      8125  36 months   21.00%     E        E1
## 1499 1498     16000  36 months   17.10%     C        C5
## 1500 1499      9600  36 months    8.90%     A        A5
## 1501 1500      9000  36 months    8.90%     A        A5
## 1502 1501     35000  60 months   16.20%     C        C4
## 1503 1502     12875  36 months   17.10%     C        C5
## 1504 1503     25000  36 months    6.62%     A        A2
## 1505 1504     18000  36 months   16.20%     C        C4
## 1506 1505      5400  36 months   10.99%     B        B2
## 1507 1506     12000  36 months   15.10%     C        C2
## 1508 1507     10000  36 months   19.20%     D        D3
## 1509 1508     14500  36 months   10.99%     B        B2
## 1510 1509      5000  36 months    9.67%     B        B1
## 1511 1510     11000  60 months   14.30%     C        C1
## 1512 1511      2400  36 months   15.61%     C        C3
## 1513 1512     28000  60 months   17.10%     C        C5
## 1514 1513     10500  60 months   16.20%     C        C4
## 1515 1514     11625  60 months   19.20%     D        D3
## 1516 1515     30000  60 months   19.52%     D        D4
## 1517 1516     18000  36 months    8.90%     A        A5
## 1518 1517     28800  36 months   18.55%     D        D2
## 1519 1518      8000  36 months   15.61%     C        C3
## 1520 1519      3600  36 months    7.90%     A        A4
## 1521 1520     32000  36 months   11.99%     B        B3
## 1522 1521     16625  60 months   25.83%     G        G2
## 1523 1522     13000  60 months   17.76%     D        D1
## 1524 1523     18000  36 months   10.99%     B        B2
## 1525 1524     20000  36 months    6.62%     A        A2
## 1526 1525      7000  36 months    7.90%     A        A4
## 1527 1526     35000  60 months   17.10%     C        C5
## 1528 1527      5000  60 months   15.10%     C        C2
## 1529 1528      2650  36 months    8.90%     A        A5
## 1530 1529     12000  36 months   15.61%     C        C3
## 1531 1530      8000  36 months    9.67%     B        B1
## 1532 1531     11000  36 months   16.20%     C        C4
## 1533 1532      8875  36 months   18.55%     D        D2
## 1534 1533     11000  60 months   13.67%     B        B5
## 1535 1534     12000  36 months    8.90%     A        A5
## 1536 1535     25225  36 months   11.99%     B        B3
## 1537 1536     30000  36 months   12.99%     B        B4
## 1538 1537     10500  60 months   17.10%     C        C5
## 1539 1538     28000  60 months   20.20%     D        D5
## 1540 1539     24000  60 months   16.20%     C        C4
## 1541 1540     11500  36 months   13.67%     B        B5
## 1542 1541     10000  36 months    8.90%     A        A5
## 1543 1542     35000  36 months   10.99%     B        B2
## 1544 1543     15000  36 months   11.99%     B        B3
## 1545 1544     16000  36 months   10.99%     B        B2
## 1546 1545     14500  36 months    6.62%     A        A2
## 1547 1546      5775  36 months   13.67%     B        B5
## 1548 1547     18000  36 months   17.76%     D        D1
## 1549 1548      6000  60 months   12.99%     B        B4
## 1550 1549     13150  36 months    6.03%     A        A1
## 1551 1550      5000  36 months   13.67%     B        B5
## 1552 1551      8000  36 months   10.99%     B        B2
## 1553 1552     10000  36 months    8.90%     A        A5
## 1554 1553     19200  60 months   15.10%     C        C2
## 1555 1554     15000  36 months   10.99%     B        B2
## 1556 1555      5000  36 months   15.61%     C        C3
## 1557 1556      8000  36 months    7.90%     A        A4
## 1558 1557      3625  36 months   20.20%     D        D5
## 1559 1558     15000  36 months    9.67%     B        B1
## 1560 1559     30000  60 months   23.40%     E        E5
## 1561 1560     24250  60 months   20.20%     D        D5
## 1562 1561      8000  36 months   10.99%     B        B2
## 1563 1562      5000  36 months    8.90%     A        A5
## 1564 1563     15000  36 months    8.90%     A        A5
## 1565 1564     19425  60 months   18.55%     D        D2
## 1566 1565     10000  36 months    9.67%     B        B1
## 1567 1566     11625  36 months   15.10%     C        C2
## 1568 1567     35000  36 months   10.99%     B        B2
## 1569 1568     16800  36 months    8.90%     A        A5
## 1570 1569     30000  60 months   19.52%     D        D4
## 1571 1570     10925  36 months   14.30%     C        C1
## 1572 1571     16000  36 months   11.99%     B        B3
## 1573 1572     12375  36 months   10.99%     B        B2
## 1574 1573     13000  36 months   13.67%     B        B5
## 1575 1574     24000  36 months   10.99%     B        B2
## 1576 1575     21000  60 months   24.08%     F        F2
## 1577 1576     18000  60 months   19.52%     D        D4
## 1578 1577     12000  60 months   22.40%     E        E3
## 1579 1578     28750  60 months   11.99%     B        B3
## 1580 1579      6000  36 months    8.90%     A        A5
## 1581 1580     30000  60 months   15.61%     C        C3
## 1582 1581     30000  60 months   16.20%     C        C4
## 1583 1582     12000  60 months   11.99%     B        B3
## 1584 1583     11000  60 months   18.55%     D        D2
## 1585 1584      5400  36 months   17.10%     C        C5
## 1586 1585     10000  36 months    9.67%     B        B1
## 1587 1586     30000  36 months   14.30%     C        C1
## 1588 1587     16000  36 months    6.62%     A        A2
## 1589 1588      4500  36 months   17.10%     C        C5
## 1590 1589     20000  36 months   12.99%     B        B4
## 1591 1590     29175  36 months   17.10%     C        C5
## 1592 1591      8000  36 months    6.03%     A        A1
## 1593 1592      9950  36 months   17.10%     C        C5
## 1594 1593      5225  36 months   17.76%     D        D1
## 1595 1594     12000  36 months   11.99%     B        B3
## 1596 1595     22750  60 months   18.55%     D        D2
## 1597 1596     12000  36 months    7.62%     A        A3
## 1598 1597      1000  36 months   11.99%     B        B3
## 1599 1598     18000  36 months   17.10%     C        C5
## 1600 1599     20000  36 months   12.99%     B        B4
## 1601 1600     13000  60 months   16.20%     C        C4
## 1602 1601     30000  36 months    7.62%     A        A3
## 1603 1602      7100  60 months   16.20%     C        C4
## 1604 1603      9700  36 months   10.99%     B        B2
## 1605 1604      9000  36 months   15.61%     C        C3
## 1606 1605      4200  36 months   17.76%     D        D1
## 1607 1606     10000  36 months   12.99%     B        B4
## 1608 1607     15250  36 months   15.10%     C        C2
## 1609 1608     17000  36 months   10.99%     B        B2
## 1610 1609     21000  60 months   19.20%     D        D3
## 1611 1610     15000  36 months   10.99%     B        B2
## 1612 1611     11000  60 months   15.10%     C        C2
## 1613 1612      9125  36 months   23.10%     E        E4
## 1614 1613      6075  36 months    7.90%     A        A4
## 1615 1614      6000  36 months   19.20%     D        D3
## 1616 1615     10000  36 months   10.99%     B        B2
## 1617 1616     12000  36 months    6.62%     A        A2
## 1618 1617     20000  60 months   13.67%     B        B5
## 1619 1618     19000  60 months   15.10%     C        C2
## 1620 1619     16000  36 months   15.61%     C        C3
## 1621 1620     15000  60 months   17.76%     D        D1
## 1622 1621      6000  36 months   15.61%     C        C3
## 1623 1622     10000  60 months   17.10%     C        C5
## 1624 1623     20000  36 months   13.67%     B        B5
## 1625 1624     19600  60 months   15.61%     C        C3
## 1626 1625     35000  60 months   17.76%     D        D1
## 1627 1626      8000  36 months    9.67%     B        B1
## 1628 1627     35000  36 months   14.30%     C        C1
## 1629 1628     20000  36 months    6.03%     A        A1
## 1630 1629     10625  36 months   13.67%     B        B5
## 1631 1630     15000  60 months   17.10%     C        C5
## 1632 1631     10000  36 months   14.30%     C        C1
## 1633 1632      3000  36 months    9.67%     B        B1
## 1634 1633     24000  36 months    8.90%     A        A5
## 1635 1634     18000  36 months   16.20%     C        C4
## 1636 1635      2000  36 months   19.20%     D        D3
## 1637 1636     11200  36 months    8.90%     A        A5
## 1638 1637     16250  36 months    6.62%     A        A2
## 1639 1638      9750  36 months   21.00%     E        E1
## 1640 1639      6250  36 months   12.99%     B        B4
## 1641 1640     15000  36 months    7.62%     A        A3
## 1642 1641     12500  36 months    8.90%     A        A5
## 1643 1642     10000  36 months    7.62%     A        A3
## 1644 1643     10000  36 months   14.30%     C        C1
## 1645 1644     16050  60 months   16.20%     C        C4
## 1646 1645     21100  60 months   17.76%     D        D1
## 1647 1646      7500  36 months   14.30%     C        C1
## 1648 1647     35000  36 months   19.20%     D        D3
## 1649 1648      8500  36 months    7.90%     A        A4
## 1650 1649     12000  36 months    7.90%     A        A4
## 1651 1650      7000  36 months   16.20%     C        C4
## 1652 1651     10800  36 months   15.61%     C        C3
## 1653 1652     24000  36 months   15.61%     C        C3
## 1654 1653     27300  36 months   20.20%     D        D5
## 1655 1654     12000  60 months   14.30%     C        C1
## 1656 1655     12000  60 months   19.52%     D        D4
## 1657 1656     21000  36 months    7.62%     A        A3
## 1658 1657      6250  36 months   24.50%     F        F3
## 1659 1658      5500  36 months   15.61%     C        C3
## 1660 1659      7200  60 months   17.10%     C        C5
## 1661 1660     14000  36 months   12.99%     B        B4
## 1662 1661      8000  36 months   19.52%     D        D4
## 1663 1662     15000  36 months    7.90%     A        A4
## 1664 1663      5500  36 months   15.10%     C        C2
## 1665 1664     14825  36 months   17.10%     C        C5
## 1666 1665      2000  36 months   23.70%     F        F1
## 1667 1666      8725  36 months   16.20%     C        C4
## 1668 1667     32350  36 months   17.10%     C        C5
## 1669 1668      5000  36 months   10.99%     B        B2
## 1670 1669      8000  36 months   16.20%     C        C4
## 1671 1670      8400  36 months    9.67%     B        B1
## 1672 1671      3600  36 months   13.67%     B        B5
## 1673 1672     19600  36 months    8.90%     A        A5
## 1674 1673      3000  60 months   24.99%     F        F4
## 1675 1674     12000  36 months   11.99%     B        B3
## 1676 1675     11200  60 months   15.10%     C        C2
## 1677 1676     35000  36 months   11.99%     B        B3
## 1678 1677     17475  60 months   21.70%     E        E2
## 1679 1678     16000  36 months    7.90%     A        A4
## 1680 1679     29700  36 months   24.50%     F        F3
## 1681 1680     16000  60 months   19.52%     D        D4
## 1682 1681     17000  60 months   16.20%     C        C4
## 1683 1682     10000  36 months   11.99%     B        B3
## 1684 1683      8400  36 months    9.67%     B        B1
## 1685 1684     34475  36 months   20.20%     D        D5
## 1686 1685     35000  36 months   16.20%     C        C4
## 1687 1686      5000  36 months   16.20%     C        C4
## 1688 1687     31000  36 months   13.67%     B        B5
## 1689 1688     16000  60 months   13.67%     B        B5
## 1690 1689     10000  60 months   22.40%     E        E3
## 1691 1690     10000  36 months   15.10%     C        C2
## 1692 1691     15000  36 months   18.55%     D        D2
## 1693 1692     11000  36 months   15.10%     C        C2
## 1694 1693     35000  36 months   23.70%     F        F1
## 1695 1694     16000  36 months   15.61%     C        C3
## 1696 1695      8600  36 months   11.99%     B        B3
## 1697 1696      3200  36 months    8.90%     A        A5
## 1698 1697     18000  36 months    9.67%     B        B1
## 1699 1698     25000  60 months   16.20%     C        C4
## 1700 1699     16425  60 months   22.40%     E        E3
## 1701 1700     24000  36 months    7.62%     A        A3
## 1702 1701     10000  36 months   12.99%     B        B4
## 1703 1702     35000  60 months   17.76%     D        D1
## 1704 1703     12000  36 months    6.03%     A        A1
## 1705 1704      5000  36 months   13.67%     B        B5
## 1706 1705      4500  36 months   10.99%     B        B2
## 1707 1706      5000  36 months    6.62%     A        A2
## 1708 1707     21000  36 months    9.67%     B        B1
## 1709 1708     15600  60 months   23.40%     E        E5
## 1710 1709     12875  60 months   25.57%     F        F5
## 1711 1710     15250  60 months   22.40%     E        E3
## 1712 1711     23000  36 months   13.67%     B        B5
## 1713 1712     16000  36 months   11.99%     B        B3
## 1714 1713      6000  36 months    7.90%     A        A4
## 1715 1714     16000  60 months   15.61%     C        C3
## 1716 1715      8000  36 months   18.55%     D        D2
## 1717 1716     17000  36 months    7.90%     A        A4
## 1718 1717      6625  36 months   22.40%     E        E3
## 1719 1718     10375  60 months   20.20%     D        D5
## 1720 1719     30000  36 months   16.20%     C        C4
## 1721 1720     20000  36 months    7.90%     A        A4
## 1722 1721     12000  60 months   24.99%     F        F4
## 1723 1722      5600  36 months   12.99%     B        B4
## 1724 1723     35000  60 months   15.61%     C        C3
## 1725 1724     24000  36 months    8.90%     A        A5
## 1726 1725     15600  36 months    6.62%     A        A2
## 1727 1726      5000  36 months    9.67%     B        B1
## 1728 1727     14000  36 months    9.67%     B        B1
## 1729 1728     11000  36 months   11.99%     B        B3
## 1730 1729     12000  36 months    8.90%     A        A5
## 1731 1730      5500  36 months   12.99%     B        B4
## 1732 1731     12000  36 months   12.99%     B        B4
## 1733 1732     16000  36 months    7.62%     A        A3
## 1734 1733     13000  36 months   23.40%     E        E5
## 1735 1734      6000  36 months   11.99%     B        B3
## 1736 1735     18000  36 months    6.03%     A        A1
## 1737 1736      6950  36 months   18.55%     D        D2
## 1738 1737      6000  36 months   10.99%     B        B2
## 1739 1738      1000  36 months   11.99%     B        B3
## 1740 1739     10000  36 months   11.99%     B        B3
## 1741 1740     12800  36 months    7.62%     A        A3
## 1742 1741     14075  36 months   15.61%     C        C3
## 1743 1742      9750  36 months   15.10%     C        C2
## 1744 1743     13000  36 months   11.99%     B        B3
## 1745 1744     12000  36 months   12.99%     B        B4
## 1746 1745      3000  36 months   23.70%     F        F1
## 1747 1746      8550  36 months   14.30%     C        C1
## 1748 1747     13000  36 months   13.67%     B        B5
## 1749 1748     12000  36 months    8.90%     A        A5
## 1750 1749     18250  36 months   17.10%     C        C5
## 1751 1750     24000  36 months    7.62%     A        A3
## 1752 1751     11500  60 months   19.52%     D        D4
## 1753 1752      6000  36 months   11.99%     B        B3
## 1754 1753     10625  36 months   23.10%     E        E4
## 1755 1754      7500  36 months   14.30%     C        C1
## 1756 1755     34475  60 months   24.50%     F        F3
## 1757 1756     25975  60 months   19.52%     D        D4
## 1758 1757     32000  60 months   21.00%     E        E1
## 1759 1758     10000  60 months   15.61%     C        C3
## 1760 1759     17050  36 months   15.10%     C        C2
## 1761 1760      5500  36 months    7.90%     A        A4
## 1762 1761     35000  60 months   16.20%     C        C4
## 1763 1762     12350  36 months   17.10%     C        C5
## 1764 1763      9000  36 months   15.61%     C        C3
## 1765 1764      7575  36 months   12.99%     B        B4
## 1766 1765     10050  60 months   24.50%     F        F3
## 1767 1766      5500  36 months    8.90%     A        A5
## 1768 1767      6000  36 months   16.20%     C        C4
## 1769 1768      4000  36 months   23.40%     E        E5
## 1770 1769     11500  36 months   16.20%     C        C4
## 1771 1770     18000  36 months    9.67%     B        B1
## 1772 1771      6725  36 months    6.03%     A        A1
## 1773 1772     20000  36 months    7.62%     A        A3
## 1774 1773     10000  36 months    9.67%     B        B1
## 1775 1774     15000  36 months   11.99%     B        B3
## 1776 1775     25000  60 months   14.30%     C        C1
## 1777 1776     22000  36 months   13.67%     B        B5
## 1778 1777      9200  36 months   15.61%     C        C3
## 1779 1778      1200  36 months    9.67%     B        B1
## 1780 1779     20000  36 months   10.99%     B        B2
## 1781 1780     10050  36 months   20.20%     D        D5
## 1782 1781      6200  36 months    7.90%     A        A4
## 1783 1782     10000  36 months   13.67%     B        B5
## 1784 1783     20000  60 months   20.20%     D        D5
## 1785 1784      6000  36 months    9.67%     B        B1
## 1786 1785      8800  36 months   11.99%     B        B3
## 1787 1786     20050  60 months   19.20%     D        D3
## 1788 1787     18000  60 months   21.00%     E        E1
## 1789 1788     14625  60 months   19.20%     D        D3
## 1790 1789     20000  60 months   14.30%     C        C1
## 1791 1790      4200  36 months   15.61%     C        C3
## 1792 1791      4000  36 months   19.52%     D        D4
## 1793 1792     24000  60 months   17.10%     C        C5
## 1794 1793     14000  36 months    8.90%     A        A5
## 1795 1794     19050  60 months   13.67%     B        B5
## 1796 1795      9000  36 months    9.67%     B        B1
## 1797 1796     16000  36 months    7.62%     A        A3
## 1798 1797     10000  60 months   17.10%     C        C5
## 1799 1798     25000  36 months    8.90%     A        A5
## 1800 1799      7550  36 months   15.10%     C        C2
## 1801 1800      5000  36 months   11.99%     B        B3
## 1802 1801      6000  36 months   13.67%     B        B5
## 1803 1802     23325  60 months   21.00%     E        E1
## 1804 1803     15000  36 months    9.67%     B        B1
## 1805 1804      3225  36 months   21.00%     E        E1
## 1806 1805     24000  60 months   19.52%     D        D4
## 1807 1806     12000  60 months   13.67%     B        B5
## 1808 1807     30000  36 months   19.20%     D        D3
## 1809 1808     15850  36 months   13.67%     B        B5
## 1810 1809     10000  36 months    9.67%     B        B1
## 1811 1810     25000  36 months   13.67%     B        B5
## 1812 1811     24000  36 months    6.03%     A        A1
## 1813 1812     16000  36 months   15.10%     C        C2
## 1814 1813      7125  36 months   12.99%     B        B4
## 1815 1814     15000  36 months    7.90%     A        A4
## 1816 1815      6500  36 months   14.30%     C        C1
## 1817 1816     11575  36 months   16.20%     C        C4
## 1818 1817     16000  60 months   20.20%     D        D5
## 1819 1818     24000  60 months   22.40%     E        E3
## 1820 1819     22750  60 months   18.55%     D        D2
## 1821 1820     16000  36 months    8.90%     A        A5
## 1822 1821     24000  36 months   10.99%     B        B2
## 1823 1822     35000  36 months   11.99%     B        B3
## 1824 1823      5000  36 months   19.52%     D        D4
## 1825 1824     15000  36 months    6.62%     A        A2
## 1826 1825     15000  36 months    8.90%     A        A5
## 1827 1826     12000  36 months    9.67%     B        B1
## 1828 1827     35000  60 months   20.20%     D        D5
## 1829 1828      9000  36 months   12.99%     B        B4
## 1830 1829      5500  36 months   10.99%     B        B2
## 1831 1830      1200  36 months   14.30%     C        C1
## 1832 1831     15600  36 months    8.90%     A        A5
## 1833 1832     20000  60 months   16.20%     C        C4
## 1834 1833     11500  36 months   15.10%     C        C2
## 1835 1834      3600  36 months   11.99%     B        B3
## 1836 1835     18300  36 months    9.67%     B        B1
## 1837 1836     17500  60 months   21.00%     E        E1
## 1838 1837      8325  36 months   20.20%     D        D5
## 1839 1838     16800  36 months    8.90%     A        A5
## 1840 1839     15000  60 months   16.20%     C        C4
## 1841 1840     12000  60 months   17.76%     D        D1
## 1842 1841     18000  60 months   20.20%     D        D5
## 1843 1842     23500  60 months   21.00%     E        E1
## 1844 1843     25000  60 months   18.55%     D        D2
## 1845 1844     21950  36 months    6.62%     A        A2
## 1846 1845     14000  60 months   16.20%     C        C4
## 1847 1846     12000  36 months   13.67%     B        B5
## 1848 1847     20000  60 months   21.70%     E        E2
## 1849 1848     10000  36 months    9.67%     B        B1
## 1850 1849     20000  36 months   12.99%     B        B4
## 1851 1850      9000  36 months   12.99%     B        B4
## 1852 1851     12000  36 months   16.20%     C        C4
## 1853 1852     15000  60 months   20.20%     D        D5
## 1854 1853     12300  60 months   15.10%     C        C2
## 1855 1854     16500  36 months   10.99%     B        B2
## 1856 1855      5000  36 months   10.99%     B        B2
## 1857 1856      1000  36 months   23.10%     E        E4
## 1858 1857     18225  36 months    8.90%     A        A5
## 1859 1858     32350  36 months   16.20%     C        C4
## 1860 1859      6000  36 months   11.99%     B        B3
## 1861 1860     18000  36 months    7.62%     A        A3
## 1862 1861      6000  36 months   18.55%     D        D2
## 1863 1862     18000  36 months    6.62%     A        A2
## 1864 1863     18950  60 months   25.57%     F        F5
## 1865 1864      5000  36 months   12.99%     B        B4
## 1866 1865     12000  36 months    7.90%     A        A4
## 1867 1866     14000  36 months   10.99%     B        B2
## 1868 1867      8000  36 months    6.03%     A        A1
## 1869 1868     10000  36 months   15.10%     C        C2
## 1870 1869     11000  36 months   11.99%     B        B3
## 1871 1870     23675  36 months   21.70%     E        E2
## 1872 1871     10500  36 months   13.67%     B        B5
## 1873 1872     16000  36 months   12.99%     B        B4
## 1874 1873      8125  36 months   14.30%     C        C1
## 1875 1874     15000  36 months    8.90%     A        A5
## 1876 1875     12500  60 months   15.61%     C        C3
## 1877 1876     21000  60 months   19.52%     D        D4
## 1878 1877     22775  60 months   15.61%     C        C3
## 1879 1878      1000  36 months   15.61%     C        C3
## 1880 1879     35000  36 months   15.10%     C        C2
## 1881 1880     30000  60 months   24.99%     F        F4
## 1882 1881     20000  36 months    7.62%     A        A3
## 1883 1882      8000  36 months    8.90%     A        A5
## 1884 1883     15000  36 months    9.67%     B        B1
## 1885 1884     10000  36 months    9.67%     B        B1
## 1886 1885     18000  36 months   15.61%     C        C3
## 1887 1886     14000  36 months    8.90%     A        A5
## 1888 1887     16750  36 months   10.99%     B        B2
## 1889 1888     20000  60 months   21.70%     E        E2
## 1890 1889     17600  36 months    9.67%     B        B1
## 1891 1890     20000  36 months    7.90%     A        A4
## 1892 1891     12000  36 months   14.30%     C        C1
## 1893 1892     10000  36 months    8.90%     A        A5
## 1894 1893     30000  36 months   12.99%     B        B4
## 1895 1894     10000  36 months    8.90%     A        A5
## 1896 1895     24575  60 months   20.20%     D        D5
## 1897 1896     11500  36 months   10.99%     B        B2
## 1898 1897      5000  36 months   11.99%     B        B3
## 1899 1898     15000  36 months    9.67%     B        B1
## 1900 1899      3200  36 months   15.61%     C        C3
## 1901 1900      3000  36 months   20.20%     D        D5
## 1902 1901     33000  36 months   12.99%     B        B4
## 1903 1902     16000  60 months   12.99%     B        B4
## 1904 1903      6000  36 months   11.99%     B        B3
## 1905 1904     25000  60 months   16.20%     C        C4
## 1906 1905     10000  60 months   12.99%     B        B4
## 1907 1906     35000  60 months   17.10%     C        C5
## 1908 1907     10000  36 months   19.52%     D        D4
## 1909 1908     20000  60 months   16.20%     C        C4
## 1910 1909     10000  36 months    7.90%     A        A4
## 1911 1910      6000  36 months    6.62%     A        A2
## 1912 1911     34925  36 months   14.30%     C        C1
## 1913 1912     12000  60 months   16.20%     C        C4
## 1914 1913     15000  36 months   13.67%     B        B5
## 1915 1914     20000  36 months   10.99%     B        B2
## 1916 1915      4200  36 months   14.30%     C        C1
## 1917 1916     35000  60 months   23.40%     E        E5
## 1918 1917     16000  60 months   22.40%     E        E3
## 1919 1918     11200  36 months    7.62%     A        A3
## 1920 1919     12000  60 months   19.20%     D        D3
## 1921 1920     15000  36 months   12.99%     B        B4
## 1922 1921     30000  36 months   16.20%     C        C4
## 1923 1922     16000  36 months    8.90%     A        A5
## 1924 1923     20000  36 months   12.99%     B        B4
## 1925 1924     32000  60 months   17.10%     C        C5
## 1926 1925     10000  36 months    7.62%     A        A3
## 1927 1926      4200  36 months   17.76%     D        D1
## 1928 1927      7200  36 months   15.61%     C        C3
## 1929 1928     18350  60 months   15.61%     C        C3
## 1930 1929     25000  36 months    9.67%     B        B1
## 1931 1930     12800  36 months   15.10%     C        C2
## 1932 1931     30000  36 months   10.99%     B        B2
## 1933 1932     20000  60 months   10.99%     B        B2
## 1934 1933     22750  60 months   18.55%     D        D2
## 1935 1934     10000  36 months    7.62%     A        A3
## 1936 1935      6000  36 months   10.99%     B        B2
## 1937 1936      5000  36 months    8.90%     A        A5
## 1938 1937      8000  36 months   18.55%     D        D2
## 1939 1938     10575  60 months   18.55%     D        D2
## 1940 1939      9000  36 months   15.10%     C        C2
## 1941 1940     16000  60 months   18.55%     D        D2
## 1942 1941     10000  36 months   13.67%     B        B5
## 1943 1942     23850  60 months   18.55%     D        D2
## 1944 1943     14000  36 months    6.03%     A        A1
## 1945 1944      4500  36 months   10.99%     B        B2
## 1946 1945     20050  60 months   17.10%     C        C5
## 1947 1946     13000  36 months    7.62%     A        A3
## 1948 1947     12000  60 months   12.99%     B        B4
## 1949 1948      7750  36 months   21.70%     E        E2
## 1950 1949      9175  36 months   13.67%     B        B5
## 1951 1950      5250  36 months   21.00%     E        E1
## 1952 1951     16000  36 months   13.67%     B        B5
## 1953 1952     10000  36 months   14.30%     C        C1
## 1954 1953     10000  36 months   10.99%     B        B2
## 1955 1954     10000  36 months    8.90%     A        A5
## 1956 1955      7200  36 months   11.99%     B        B3
## 1957 1956      3075  36 months   17.76%     D        D1
## 1958 1957     11500  60 months   17.76%     D        D1
## 1959 1958     24575  60 months   19.52%     D        D4
## 1960 1959     23500  60 months   15.10%     C        C2
## 1961 1960     35000  36 months   10.99%     B        B2
## 1962 1961     12000  36 months   15.10%     C        C2
## 1963 1962      9500  36 months   13.67%     B        B5
## 1964 1963     31300  36 months   17.76%     D        D1
## 1965 1964     18000  36 months   10.99%     B        B2
## 1966 1965     35000  60 months   15.10%     C        C2
## 1967 1966      5000  36 months   18.55%     D        D2
## 1968 1967     30000  36 months   12.99%     B        B4
## 1969 1968      9750  36 months   23.10%     E        E4
## 1970 1969     11000  60 months   18.55%     D        D2
## 1971 1970     16000  36 months    7.62%     A        A3
## 1972 1971     15000  60 months   10.99%     B        B2
## 1973 1972     24575  60 months   20.20%     D        D5
## 1974 1973      9600  36 months    7.90%     A        A4
## 1975 1974     20000  36 months   10.99%     B        B2
## 1976 1975     10000  36 months   12.99%     B        B4
## 1977 1976     15875  60 months   23.40%     E        E5
## 1978 1977     15000  60 months   17.10%     C        C5
## 1979 1978      7000  36 months    8.90%     A        A5
## 1980 1979     19200  60 months   17.76%     D        D1
## 1981 1980      2500  36 months   10.99%     B        B2
## 1982 1981     10000  36 months    8.90%     A        A5
## 1983 1982     18000  60 months   19.52%     D        D4
## 1984 1983     30000  60 months   13.67%     B        B5
## 1985 1984     28000  60 months   19.20%     D        D3
## 1986 1985     12000  60 months   17.10%     C        C5
## 1987 1986      6625  36 months   17.10%     C        C5
## 1988 1987     13600  60 months   21.00%     E        E1
## 1989 1988     21250  36 months   16.20%     C        C4
## 1990 1989     11875  36 months   17.76%     D        D1
## 1991 1990     18000  36 months   11.99%     B        B3
## 1992 1991     10400  36 months    8.90%     A        A5
## 1993 1992     14575  60 months   22.40%     E        E3
## 1994 1993      5000  36 months   14.30%     C        C1
## 1995 1994      2400  36 months   22.40%     E        E3
## 1996 1995     20000  36 months   10.99%     B        B2
## 1997 1996     12000  60 months   18.55%     D        D2
## 1998 1997      6400  36 months    8.90%     A        A5
## 1999 1998     23000  36 months   13.67%     B        B5
## 2000 1999     20000  36 months   11.99%     B        B3
## 2001 2000     35000  60 months   15.10%     C        C2
## 2002 2001     19125  60 months   15.61%     C        C3
## 2003 2002     15000  36 months   12.99%     B        B4
## 2004 2003     22400  36 months   10.99%     B        B2
## 2005 2004      9500  36 months   15.10%     C        C2
## 2006 2005      6250  36 months   22.40%     E        E3
## 2007 2006      6500  36 months   12.99%     B        B4
## 2008 2007     35000  60 months   18.55%     D        D2
## 2009 2008      9750  36 months   18.55%     D        D2
## 2010 2009     16000  60 months   18.55%     D        D2
## 2011 2010     20500  60 months   21.70%     E        E2
## 2012 2011     17175  36 months   15.61%     C        C3
## 2013 2012     35000  36 months   10.99%     B        B2
## 2014 2013     19200  36 months    6.03%     A        A1
## 2015 2014      8625  36 months   10.99%     B        B2
## 2016 2015     25000  36 months    9.67%     B        B1
## 2017 2016     16000  36 months   15.61%     C        C3
## 2018 2017     24000  60 months   17.76%     D        D1
## 2019 2018     15000  36 months    7.62%     A        A3
## 2020 2019     18950  60 months   24.99%     F        F4
## 2021 2020      7200  36 months    9.67%     B        B1
## 2022 2021     11000  36 months    9.67%     B        B1
## 2023 2022      9000  36 months   11.99%     B        B3
## 2024 2023      6000  36 months   21.00%     E        E1
## 2025 2024     18000  36 months    8.90%     A        A5
## 2026 2025     32000  36 months   10.99%     B        B2
## 2027 2026     14400  60 months   17.76%     D        D1
## 2028 2027     20800  60 months   19.52%     D        D4
## 2029 2028     17000  36 months   10.99%     B        B2
## 2030 2029     20000  36 months    8.90%     A        A5
## 2031 2030     17000  60 months   12.99%     B        B4
## 2032 2031     35000  36 months   11.99%     B        B3
## 2033 2032     10625  36 months   17.10%     C        C5
## 2034 2033     30000  36 months   16.20%     C        C4
## 2035 2034     20000  36 months   16.20%     C        C4
## 2036 2035      8325  36 months   22.40%     E        E3
## 2037 2036     14000  60 months   14.30%     C        C1
## 2038 2037     28625  60 months   16.20%     C        C4
## 2039 2038     12000  60 months    6.00%     B        B5
## 2040 2039     21000  36 months    8.90%     A        A5
## 2041 2040     24000  36 months    8.90%     A        A5
## 2042 2041      9300  36 months   16.20%     C        C4
## 2043 2042     21250  36 months   10.99%     B        B2
## 2044 2043     20125  36 months   19.20%     D        D3
## 2045 2044     30400  60 months   21.00%     E        E1
## 2046 2045     10000  60 months   17.76%     D        D1
## 2047 2046      7800  36 months   13.67%     B        B5
## 2048 2047      5000  36 months   16.20%     C        C4
## 2049 2048     20375  60 months   17.10%     C        C5
## 2050 2049     20000  60 months   15.61%     C        C3
## 2051 2050      8875  36 months   17.76%     D        D1
## 2052 2051     13900  60 months   18.55%     D        D2
## 2053 2052     20000  36 months    7.62%     A        A3
## 2054 2053      4800  36 months   10.99%     B        B2
## 2055 2054     25000  60 months   24.99%     F        F4
## 2056 2055     20400  60 months   14.30%     C        C1
## 2057 2056     19500  60 months   17.10%     C        C5
## 2058 2057      8575  36 months   15.61%     C        C3
## 2059 2058     10000  36 months   13.67%     B        B5
## 2060 2059     12000  36 months    7.90%     A        A4
## 2061 2060     35000  36 months   11.99%     B        B3
## 2062 2061      6000  36 months   15.10%     C        C2
## 2063 2062     30000  60 months   17.76%     D        D1
## 2064 2063      7400  36 months    8.90%     A        A5
## 2065 2064     24375  60 months   22.40%     E        E3
## 2066 2065     16000  60 months   15.10%     C        C2
## 2067 2066     12000  36 months   10.99%     B        B2
## 2068 2067      2725  36 months   21.00%     E        E1
## 2069 2068      9575  36 months    6.62%     A        A2
## 2070 2069     15000  36 months   13.67%     B        B5
## 2071 2070     24800  36 months    7.90%     A        A4
## 2072 2071      6000  60 months   22.40%     E        E3
## 2073 2072     12500  60 months   15.10%     C        C2
## 2074 2073     23000  36 months   14.30%     C        C1
## 2075 2074     26400  36 months   13.67%     B        B5
## 2076 2075     12825  36 months   14.30%     C        C1
## 2077 2076      7200  36 months   19.52%     D        D4
## 2078 2077     15625  36 months   15.10%     C        C2
## 2079 2078      9600  36 months    9.67%     B        B1
## 2080 2079     25000  60 months   15.61%     C        C3
## 2081 2080     26375  60 months   19.20%     D        D3
## 2082 2081     11200  60 months   19.20%     D        D3
## 2083 2082      9750  36 months   12.99%     B        B4
## 2084 2083      7000  36 months   15.61%     C        C3
## 2085 2084     24375  60 months   22.40%     E        E3
## 2086 2085     12375  36 months   16.20%     C        C4
## 2087 2086     20000  60 months   18.55%     D        D2
## 2088 2087     15000  36 months   16.20%     C        C4
## 2089 2088     11000  36 months    8.90%     A        A5
## 2090 2089     11700  60 months   18.55%     D        D2
## 2091 2090     10000  36 months    8.90%     A        A5
## 2092 2091      6000  36 months   11.99%     B        B3
## 2093 2092     11200  36 months    8.90%     A        A5
## 2094 2093     19200  36 months   12.99%     B        B4
## 2095 2094      6000  36 months   18.55%     D        D2
## 2096 2095     28000  36 months    6.62%     A        A2
## 2097 2096     16000  36 months   15.10%     C        C2
## 2098 2097     12000  36 months    6.62%     A        A2
## 2099 2098      7500  36 months   11.99%     B        B3
## 2100 2099     19400  36 months   10.99%     B        B2
## 2101 2100     15000  36 months   16.20%     C        C4
## 2102 2101     22000  36 months   14.30%     C        C1
## 2103 2102     17325  36 months    9.67%     B        B1
## 2104 2103     12825  36 months   17.76%     D        D1
## 2105 2104      6750  36 months   11.99%     B        B3
## 2106 2105     15000  60 months   16.20%     C        C4
## 2107 2106     25000  36 months    8.90%     A        A5
## 2108 2107     26400  60 months   16.20%     C        C4
## 2109 2108     11500  36 months   22.40%     E        E3
## 2110 2109     10000  36 months   12.99%     B        B4
## 2111 2110      7800  36 months    7.62%     A        A3
## 2112 2111      7000  36 months    7.62%     A        A3
## 2113 2112     14550  36 months    7.62%     A        A3
## 2114 2113      6000  36 months   13.67%     B        B5
## 2115 2114     15000  36 months   11.99%     B        B3
## 2116 2115     17325  36 months    7.90%     A        A4
## 2117 2116     12000  36 months    6.62%     A        A2
## 2118 2117     25000  36 months    8.90%     A        A5
## 2119 2118     16000  36 months   12.99%     B        B4
## 2120 2119     31300  60 months   19.20%     D        D3
## 2121 2120     12000  36 months   15.10%     C        C2
## 2122 2121     10375  36 months   15.61%     C        C3
## 2123 2122     18250  60 months   23.10%     E        E4
## 2124 2123     12000  60 months   17.10%     C        C5
## 2125 2124     15000  36 months    9.67%     B        B1
## 2126 2125     23850  60 months   16.20%     C        C4
## 2127 2126      5000  36 months   15.61%     C        C3
## 2128 2127     25000  36 months    6.62%     A        A2
## 2129 2128     15000  60 months   20.20%     D        D5
## 2130 2129     10000  36 months    8.90%     A        A5
## 2131 2130     16450  60 months   17.10%     C        C5
## 2132 2131     11100  60 months   19.52%     D        D4
## 2133 2132      8000  36 months   15.61%     C        C3
## 2134 2133     21000  60 months   18.55%     D        D2
## 2135 2134     10200  60 months   15.61%     C        C3
## 2136 2135     12000  36 months    7.90%     A        A4
## 2137 2136      2400  36 months   23.70%     F        F1
## 2138 2137     27000  60 months   16.20%     C        C4
## 2139 2138     20000  36 months    7.90%     A        A4
## 2140 2139      6000  36 months   17.10%     C        C5
## 2141 2140     20000  60 months   15.61%     C        C3
## 2142 2141      9100  36 months   14.30%     C        C1
## 2143 2142     35000  36 months   25.89%     G        G3
## 2144 2143     10000  36 months   14.30%     C        C1
## 2145 2144      7200  36 months   17.10%     C        C5
## 2146 2145     15000  60 months   15.61%     C        C3
## 2147 2146     12000  36 months   20.20%     D        D5
## 2148 2147      3000  36 months   20.20%     D        D5
## 2149 2148     10000  36 months    7.62%     A        A3
## 2150 2149     16000  60 months   12.99%     B        B4
## 2151 2150     22750  36 months   21.70%     E        E2
## 2152 2151      7200  36 months   19.52%     D        D4
## 2153 2152      5000  36 months    9.67%     B        B1
## 2154 2153      7000  36 months    7.62%     A        A3
## 2155 2154     28000  60 months   13.67%     B        B5
## 2156 2155     21725  60 months   21.70%     E        E2
## 2157 2156     15000  60 months   19.52%     D        D4
## 2158 2157      9000  36 months   16.20%     C        C4
## 2159 2158     20000  36 months    7.90%     A        A4
## 2160 2159     16500  60 months   18.55%     D        D2
## 2161 2160     11000  36 months   10.99%     B        B2
## 2162 2161     34475  60 months   24.50%     F        F3
## 2163 2162     35000  36 months   11.99%     B        B3
## 2164 2163      6000  36 months   11.99%     B        B3
## 2165 2164     35000  36 months   13.67%     B        B5
## 2166 2165     12000  36 months   11.99%     B        B3
## 2167 2166     25000  36 months   15.10%     C        C2
## 2168 2167     15950  36 months   15.61%     C        C3
## 2169 2168     22750  36 months    7.90%     A        A4
## 2170 2169     16000  36 months   16.20%     C        C4
## 2171 2170     17425  36 months   14.30%     C        C1
## 2172 2171     16500  36 months    9.67%     B        B1
## 2173 2172     12000  60 months   18.55%     D        D2
## 2174 2173     35000  36 months   15.61%     C        C3
## 2175 2174     15000  36 months    6.62%     A        A2
## 2176 2175     10000  60 months    9.67%     B        B1
## 2177 2176     11000  60 months   15.61%     C        C3
## 2178 2177     21000  36 months    7.62%     A        A3
## 2179 2178     28000  36 months   11.99%     B        B3
## 2180 2179     23500  60 months   21.70%     E        E2
## 2181 2180     10400  36 months   12.99%     B        B4
## 2182 2181     10075  36 months   20.20%     D        D5
## 2183 2182      7550  36 months   15.61%     C        C3
## 2184 2183      6850  36 months   12.99%     B        B4
## 2185 2184      2800  36 months   14.30%     C        C1
## 2186 2185     21000  36 months   10.99%     B        B2
## 2187 2186     35000  36 months   18.55%     D        D2
## 2188 2187     16000  36 months   10.99%     B        B2
## 2189 2188     22250  60 months   21.00%     E        E1
## 2190 2189     10000  36 months   11.99%     B        B3
## 2191 2190      4800  36 months   17.76%     D        D1
## 2192 2191     15000  36 months   19.52%     D        D4
## 2193 2192     14000  36 months   17.76%     D        D1
## 2194 2193     12000  36 months   14.30%     C        C1
## 2195 2194     35000  60 months   23.10%     E        E4
## 2196 2195      8500  60 months   15.10%     C        C2
## 2197 2196      7925  36 months   24.50%     F        F3
## 2198 2197     12000  36 months   10.99%     B        B2
## 2199 2198      6450  36 months   15.10%     C        C2
## 2200 2199      2800  36 months   15.10%     C        C2
## 2201 2200     14400  60 months   13.67%     B        B5
## 2202 2201     10000  36 months   15.61%     C        C3
## 2203 2202      8000  36 months   11.99%     B        B3
## 2204 2203     21000  36 months    7.62%     A        A3
## 2205 2204     15000  36 months   11.99%     B        B3
## 2206 2205     18000  36 months   10.99%     B        B2
## 2207 2206     20000  36 months   11.99%     B        B3
## 2208 2207     35000  60 months   19.20%     D        D3
## 2209 2208      4900  36 months   12.99%     B        B4
## 2210 2209      7925  36 months   17.10%     C        C5
## 2211 2210     10625  60 months   23.10%     E        E4
## 2212 2211      6000  36 months   14.30%     C        C1
## 2213 2212     17000  36 months    7.90%     A        A4
## 2214 2213     21000  36 months   10.99%     B        B2
## 2215 2214      9600  36 months   11.99%     B        B3
## 2216 2215      4500  36 months   18.55%     D        D2
## 2217 2216      3250  36 months   22.40%     E        E3
## 2218 2217      9750  36 months   18.55%     D        D2
## 2219 2218     10500  60 months   16.20%     C        C4
## 2220 2219     15000  36 months   15.61%     C        C3
## 2221 2220     11200  36 months   15.10%     C        C2
## 2222 2221     30000  36 months   24.99%     F        F4
## 2223 2222     24000  36 months    8.90%     A        A5
## 2224 2223     10000  36 months   11.99%     B        B3
## 2225 2224     16800  36 months   12.99%     B        B4
## 2226 2225     10000  36 months   15.10%     C        C2
## 2227 2226     12375  60 months   19.52%     D        D4
## 2228 2227     12000  36 months   13.67%     B        B5
## 2229 2228     14000  36 months   12.99%     B        B4
## 2230 2229      9000  36 months   11.99%     B        B3
## 2231 2230      8000  36 months   12.99%     B        B4
## 2232 2231      7575  36 months   16.20%     C        C4
## 2233 2232      5000  36 months   15.10%     C        C2
## 2234 2233     13600  36 months   12.99%     B        B4
## 2235 2234     30000  36 months    9.67%     B        B1
## 2236 2235     15000  60 months   23.70%     F        F1
## 2237 2236     10400  36 months   23.40%     E        E5
## 2238 2237      7000  36 months    9.67%     B        B1
## 2239 2238      4000  36 months   16.20%     C        C4
## 2240 2239     10000  60 months   20.20%     D        D5
## 2241 2240     10750  36 months   12.99%     B        B4
## 2242 2241     10500  60 months   18.55%     D        D2
## 2243 2242     30000  36 months   11.99%     B        B3
## 2244 2243     15000  36 months   15.10%     C        C2
## 2245 2244     20000  36 months   12.99%     B        B4
## 2246 2245     15000  60 months   15.10%     C        C2
## 2247 2246     17000  36 months   15.10%     C        C2
## 2248 2247     12000  36 months   23.40%     E        E5
## 2249 2248      9750  36 months   15.61%     C        C3
## 2250 2249     12000  36 months    7.90%     A        A4
## 2251 2250     10000  36 months    6.62%     A        A2
## 2252 2251      6000  36 months    9.67%     B        B1
## 2253 2252     10000  36 months    7.90%     A        A4
## 2254 2253      3725  36 months   12.99%     B        B4
## 2255 2254     15000  36 months   10.99%     B        B2
## 2256 2255     10000  36 months   23.10%     E        E4
## 2257 2256     15875  36 months   11.99%     B        B3
## 2258 2257     13525  60 months   18.55%     D        D2
## 2259 2258     16000  60 months   19.52%     D        D4
## 2260 2259     13000  60 months   21.00%     E        E1
## 2261 2260     35000  60 months   22.40%     E        E3
## 2262 2261      8875  36 months   12.99%     B        B4
## 2263 2262     12000  60 months   13.67%     B        B5
## 2264 2263     15875  36 months   15.10%     C        C2
## 2265 2264     21000  36 months   10.99%     B        B2
## 2266 2265     12000  60 months   17.76%     D        D1
## 2267 2266      9000  36 months   13.67%     B        B5
## 2268 2267     18000  36 months   13.67%     B        B5
## 2269 2268     20000  36 months   13.67%     B        B5
## 2270 2269      8000  36 months   14.30%     C        C1
## 2271 2270     21000  36 months    7.90%     A        A4
## 2272 2271     20000  36 months   12.99%     B        B4
## 2273 2272      7000  36 months   17.76%     D        D1
## 2274 2273     18200  36 months    7.62%     A        A3
## 2275 2274     11500  36 months   15.10%     C        C2
## 2276 2275     13600  36 months    8.90%     A        A5
## 2277 2276     11200  60 months   16.20%     C        C4
## 2278 2277      9600  36 months    7.90%     A        A4
## 2279 2278     24000  36 months   13.67%     B        B5
## 2280 2279      7000  36 months   23.40%     E        E5
## 2281 2280     20000  60 months   20.20%     D        D5
## 2282 2281     25000  36 months    8.90%     A        A5
## 2283 2282     12600  60 months   15.61%     C        C3
## 2284 2283     12300  36 months   17.76%     D        D1
## 2285 2284     12175  60 months   19.20%     D        D3
## 2286 2285     20000  36 months   13.67%     B        B5
## 2287 2286      8000  36 months   11.99%     B        B3
## 2288 2287      9000  36 months    7.90%     A        A4
## 2289 2288      5250  36 months   19.20%     D        D3
## 2290 2289     12000  36 months   13.67%     B        B5
## 2291 2290      6400  36 months   21.70%     E        E2
## 2292 2291     30075  36 months    8.90%     A        A5
## 2293 2292     16000  60 months   23.40%     E        E5
## 2294 2293      9000  36 months   18.55%     D        D2
## 2295 2294     26500  60 months   21.70%     E        E2
## 2296 2295     10000  60 months   15.61%     C        C3
## 2297 2296      8325  36 months   15.10%     C        C2
## 2298 2297     10000  36 months   14.30%     C        C1
## 2299 2298     16000  36 months    9.67%     B        B1
## 2300 2299     15000  60 months   19.52%     D        D4
## 2301 2300     12000  36 months    8.90%     A        A5
## 2302 2301     12000  36 months    7.90%     A        A4
## 2303 2302     13000  36 months   13.67%     B        B5
## 2304 2303     25000  36 months    6.62%     A        A2
## 2305 2304      5175  36 months   16.20%     C        C4
## 2306 2305     17000  60 months   15.10%     C        C2
## 2307 2306     22250  60 months   20.20%     D        D5
## 2308 2307      1100  36 months    9.67%     B        B1
## 2309 2308     18875  60 months   16.20%     C        C4
## 2310 2309     15000  36 months    7.90%     A        A4
## 2311 2310     16000  36 months    8.90%     A        A5
## 2312 2311      6000  36 months    6.03%     A        A1
## 2313 2312      6400  36 months   10.99%     B        B2
## 2314 2313      4500  36 months   15.10%     C        C2
## 2315 2314      4200  36 months   19.20%     D        D3
## 2316 2315     10000  36 months   12.99%     B        B4
## 2317 2316      3000  36 months   10.99%     B        B2
## 2318 2317     12000  36 months   14.30%     C        C1
## 2319 2318     12000  36 months   13.67%     B        B5
## 2320 2319     14400  36 months    8.90%     A        A5
## 2321 2320     13225  60 months   19.52%     D        D4
## 2322 2321     12000  36 months   10.99%     B        B2
## 2323 2322     30000  36 months   13.67%     B        B5
## 2324 2323      2500  36 months   11.99%     B        B3
## 2325 2324     10000  60 months   19.20%     D        D3
## 2326 2325     25000  36 months   13.67%     B        B5
## 2327 2326     10000  36 months   19.52%     D        D4
## 2328 2327     12000  36 months    8.90%     A        A5
## 2329 2328     10000  36 months   14.30%     C        C1
## 2330 2329     35000  60 months   17.76%     D        D1
## 2331 2330     20000  36 months   14.30%     C        C1
## 2332 2331     16425  60 months   21.70%     E        E2
## 2333 2332     15000  60 months   15.61%     C        C3
## 2334 2333     10000  60 months   21.00%     E        E1
## 2335 2334     10000  36 months    9.67%     B        B1
## 2336 2335      5000  36 months    9.67%     B        B1
## 2337 2336     21000  60 months   13.67%     B        B5
## 2338 2337     10075  36 months   17.10%     C        C5
## 2339 2338      8000  36 months    7.62%     A        A3
## 2340 2339     10500  36 months    9.67%     B        B1
## 2341 2340     25475  60 months   20.20%     D        D5
## 2342 2341     20000  36 months    7.90%     A        A4
## 2343 2342     22000  36 months    8.90%     A        A5
## 2344 2343      4000  36 months   11.99%     B        B3
## 2345 2344      5000  36 months   16.20%     C        C4
## 2346 2345      9925  36 months    7.62%     A        A3
## 2347 2346      7800  36 months   11.99%     B        B3
## 2348 2347      9600  36 months    9.67%     B        B1
## 2349 2348      8000  36 months   10.99%     B        B2
## 2350 2349     12000  36 months   12.99%     B        B4
## 2351 2350     11700  36 months   24.50%     F        F3
## 2352 2351     35000  60 months   17.76%     D        D1
## 2353 2352     35000  60 months   19.52%     D        D4
## 2354 2353     20000  60 months   21.70%     E        E2
## 2355 2354     14000  36 months    8.90%     A        A5
## 2356 2355     10000  60 months   17.76%     D        D1
## 2357 2356     11850  36 months   16.20%     C        C4
## 2358 2357      9500  36 months   13.67%     B        B5
## 2359 2358     35000  36 months   12.99%     B        B4
## 2360 2359      5600  36 months    9.67%     B        B1
## 2361 2360     20000  36 months   12.99%     B        B4
## 2362 2361     10000  36 months   16.20%     C        C4
## 2363 2362      8000  36 months    7.62%     A        A3
## 2364 2363     16000  60 months   15.61%     C        C3
## 2365 2364     14300  36 months   24.50%     F        F3
## 2366 2365     25000  36 months   11.99%     B        B3
## 2367 2366      7500  36 months   12.99%     B        B4
## 2368 2367     22000  36 months   13.67%     B        B5
## 2369 2368      6500  36 months    7.62%     A        A3
## 2370 2369     35000  36 months   15.61%     C        C3
## 2371 2370     20000  60 months   10.99%     B        B2
## 2372 2371      6400  36 months   11.99%     B        B3
## 2373 2372     24000  36 months   15.61%     C        C3
## 2374 2373     15000  60 months    9.67%     B        B1
## 2375 2374     24000  36 months   12.99%     B        B4
## 2376 2375     11450  36 months    8.90%     A        A5
## 2377 2376      8200  36 months   11.99%     B        B3
## 2378 2377     22000  60 months   25.57%     F        F5
## 2379 2378     17000  60 months   16.20%     C        C4
## 2380 2379     20050  60 months   18.55%     D        D2
## 2381 2380     18500  60 months   19.52%     D        D4
## 2382 2381     25000  60 months   17.76%     D        D1
## 2383 2382     25000  36 months    9.67%     B        B1
## 2384 2383     11100  60 months   17.76%     D        D1
## 2385 2384     24925  36 months   15.10%     C        C2
## 2386 2385     20350  60 months   22.40%     E        E3
## 2387 2386     14600  36 months   15.10%     C        C2
## 2388 2387      8500  36 months   12.99%     B        B4
## 2389 2388     15000  60 months   15.61%     C        C3
## 2390 2389      7000  36 months   18.55%     D        D2
## 2391 2390     35000  60 months   24.99%     F        F4
## 2392 2391     21000  36 months    8.90%     A        A5
## 2393 2392      6000  36 months   10.99%     B        B2
## 2394 2393     35000  60 months   21.70%     E        E2
## 2395 2394     12000  36 months    8.90%     A        A5
## 2396 2395     12000  36 months    6.03%     A        A1
## 2397 2396      2800  36 months   17.10%     C        C5
## 2398 2397     18000  36 months    9.67%     B        B1
## 2399 2398     12000  60 months   19.52%     D        D4
## 2400 2399     15000  60 months   21.70%     E        E2
## 2401 2400      3525  36 months   19.52%     D        D4
## 2402 2401     14000  36 months   14.30%     C        C1
## 2403 2402     18000  36 months    9.67%     B        B1
## 2404 2403     18000  36 months    7.90%     A        A4
## 2405 2404     14000  36 months   10.99%     B        B2
## 2406 2405      4000  36 months   17.76%     D        D1
## 2407 2406     12000  36 months   12.99%     B        B4
## 2408 2407      7500  36 months   13.67%     B        B5
## 2409 2408     21000  36 months   13.67%     B        B5
## 2410 2409     18000  36 months    8.90%     A        A5
## 2411 2410      2500  36 months   19.20%     D        D3
## 2412 2411     30000  60 months   18.55%     D        D2
## 2413 2412     35000  60 months   20.20%     D        D5
## 2414 2413      6500  36 months   17.10%     C        C5
## 2415 2414      8325  36 months   11.99%     B        B3
## 2416 2415     10700  60 months   23.40%     E        E5
## 2417 2416     18000  60 months   15.10%     C        C2
## 2418 2417     11100  36 months   19.52%     D        D4
## 2419 2418     12000  60 months   25.80%     G        G1
## 2420 2419     20000  60 months   15.10%     C        C2
## 2421 2420     18000  36 months   10.99%     B        B2
## 2422 2421     14400  36 months   11.99%     B        B3
## 2423 2422     16525  60 months   13.67%     B        B5
## 2424 2423     13500  36 months    7.62%     A        A3
## 2425 2424     18000  36 months   11.99%     B        B3
## 2426 2425     20000  60 months   16.20%     C        C4
## 2427 2426      9850  36 months    8.90%     A        A5
## 2428 2427      6000  36 months   12.99%     B        B4
## 2429 2428     15000  36 months   15.61%     C        C3
## 2430 2429     28625  36 months   15.10%     C        C2
## 2431 2430     15000  36 months   17.76%     D        D1
## 2432 2431     18000  60 months   19.20%     D        D3
## 2433 2432      5375  36 months   13.67%     B        B5
## 2434 2433     18650  36 months   17.76%     D        D1
## 2435 2434     14000  36 months   10.99%     B        B2
## 2436 2435      8000  36 months    8.90%     A        A5
## 2437 2436     25000  36 months    7.90%     A        A4
## 2438 2437     30750  60 months   24.99%     F        F4
## 2439 2438     21850  60 months   19.52%     D        D4
## 2440 2439     20000  36 months   11.99%     B        B3
## 2441 2440      6000  60 months   25.57%     F        F5
## 2442 2441     25000  36 months    7.62%     A        A3
## 2443 2442     20000  36 months    6.03%     A        A1
## 2444 2443      7800  36 months   15.61%     C        C3
## 2445 2444     30000  36 months   12.99%     B        B4
## 2446 2445     20000  36 months   11.99%     B        B3
## 2447 2446     21975  60 months   19.52%     D        D4
## 2448 2447     21000  60 months   23.70%     F        F1
## 2449 2448     15000  36 months   15.61%     C        C3
## 2450 2449      7000  36 months   10.99%     B        B2
## 2451 2450      7800  36 months   14.30%     C        C1
## 2452 2451      6000  36 months    7.90%     A        A4
## 2453 2452     10500  60 months   17.10%     C        C5
## 2454 2453      5000  36 months    9.67%     B        B1
## 2455 2454     24000  60 months   15.61%     C        C3
## 2456 2455      8000  36 months    9.67%     B        B1
## 2457 2456     24000  36 months    6.62%     A        A2
## 2458 2457      8450  36 months    9.67%     B        B1
## 2459 2458     16000  60 months   17.10%     C        C5
## 2460 2459     24000  36 months   11.99%     B        B3
## 2461 2460      6000  36 months    8.90%     A        A5
## 2462 2461     10000  36 months   11.99%     B        B3
## 2463 2462     11175  36 months   17.10%     C        C5
## 2464 2463     33600  60 months   18.55%     D        D2
## 2465 2464     30000  60 months   18.55%     D        D2
## 2466 2465     15000  36 months   22.40%     E        E3
## 2467 2466     16000  36 months    9.67%     B        B1
## 2468 2467      5000  36 months   11.99%     B        B3
## 2469 2468     18000  36 months    6.62%     A        A2
## 2470 2469     32500  36 months   22.40%     E        E3
## 2471 2470     10425  60 months   23.10%     E        E4
## 2472 2471     13475  60 months   19.52%     D        D4
## 2473 2472      9000  36 months    7.62%     A        A3
## 2474 2473     15000  36 months   11.99%     B        B3
## 2475 2474      5000  60 months   17.10%     C        C5
## 2476 2475     30225  60 months   22.40%     E        E3
## 2477 2476     21000  36 months   10.99%     B        B2
## 2478 2477     24000  36 months    7.62%     A        A3
## 2479 2478     30000  60 months   15.61%     C        C3
## 2480 2479      8000  36 months    9.67%     B        B1
## 2481 2480     11400  36 months    6.03%     A        A1
## 2482 2481      5000  36 months   15.10%     C        C2
## 2483 2482     17000  60 months   19.20%     D        D3
## 2484 2483     10000  36 months    9.67%     B        B1
## 2485 2484     10000  36 months    7.90%     A        A4
## 2486 2485      6000  36 months   19.52%     D        D4
## 2487 2486     15000  36 months   16.20%     C        C4
## 2488 2487     10000  36 months   10.99%     B        B2
## 2489 2488     16000  60 months   15.10%     C        C2
## 2490 2489     10000  60 months   15.10%     C        C2
## 2491 2490     20000  36 months    8.90%     A        A5
## 2492 2491      5200  36 months    8.90%     A        A5
## 2493 2492      7000  36 months   12.99%     B        B4
## 2494 2493     30000  36 months   25.57%     F        F5
## 2495 2494     31300  60 months   19.52%     D        D4
## 2496 2495     12000  36 months   10.99%     B        B2
## 2497 2496     16000  60 months   15.61%     C        C3
## 2498 2497      9000  36 months    8.90%     A        A5
## 2499 2498     13650  36 months   15.10%     C        C2
## 2500 2499     16000  60 months   18.55%     D        D2
## 2501 2500     35000  60 months   14.30%     C        C1
## 2502 2501     18225  60 months   15.10%     C        C2
## 2503 2502     25000  60 months   12.99%     B        B4
## 2504 2503     15000  60 months   11.99%     B        B3
## 2505 2504     17600  36 months   15.10%     C        C2
## 2506 2505      4200  36 months   12.99%     B        B4
## 2507 2506      9600  60 months   10.99%     B        B2
## 2508 2507     12875  36 months   12.99%     B        B4
## 2509 2508     16000  36 months   20.20%     D        D5
## 2510 2509     35000  60 months   22.40%     E        E3
## 2511 2510     16000  60 months   17.10%     C        C5
## 2512 2511     18000  60 months   12.99%     B        B4
## 2513 2512     15000  36 months   17.10%     C        C5
## 2514 2513      9000  36 months   11.99%     B        B3
## 2515 2514     11050  36 months    9.67%     B        B1
## 2516 2515      8000  36 months   12.99%     B        B4
## 2517 2516     21000  60 months   11.99%     B        B3
## 2518 2517     18500  60 months   18.55%     D        D2
## 2519 2518     12000  60 months   12.99%     B        B4
## 2520 2519     13200  60 months   25.83%     G        G2
## 2521 2520     22000  60 months   17.76%     D        D1
## 2522 2521      7800  36 months   11.99%     B        B3
## 2523 2522     28000  36 months    7.90%     A        A4
## 2524 2523     25000  36 months   11.99%     B        B3
## 2525 2524     30000  60 months   13.67%     B        B5
## 2526 2525     18825  36 months    7.90%     A        A4
## 2527 2526     12000  36 months    6.62%     A        A2
## 2528 2527      4000  36 months   16.20%     C        C4
## 2529 2528     12000  36 months   16.20%     C        C4
## 2530 2529      3600  36 months    8.90%     A        A5
## 2531 2530      8000  36 months   17.76%     D        D1
## 2532 2531     28000  36 months    7.90%     A        A4
## 2533 2532      6000  36 months    6.62%     A        A2
## 2534 2533      6900  36 months   15.10%     C        C2
## 2535 2534     20000  36 months    6.03%     A        A1
## 2536 2535      2800  36 months    6.62%     A        A2
## 2537 2536     15000  36 months   14.30%     C        C1
## 2538 2537     10000  36 months    7.90%     A        A4
## 2539 2538     18550  36 months   13.67%     B        B5
## 2540 2539     18000  36 months   10.99%     B        B2
## 2541 2540     20000  36 months    8.90%     A        A5
## 2542 2541     15000  60 months   24.50%     F        F3
## 2543 2542     35000  60 months   16.20%     C        C4
## 2544 2543     12000  36 months   15.61%     C        C3
## 2545 2544     20000  36 months    7.90%     A        A4
## 2546 2545      4200  36 months   17.10%     C        C5
## 2547 2546     28100  60 months   26.06%     G        G5
## 2548 2547     10000  36 months   15.61%     C        C3
## 2549 2548     28000  60 months   19.52%     D        D4
## 2550 2549     16000  36 months   11.99%     B        B3
## 2551 2550     14400  36 months   10.99%     B        B2
## 2552 2551     21000  36 months    6.62%     A        A2
## 2553 2552     10000  36 months   14.30%     C        C1
## 2554 2553     20000  36 months    7.90%     A        A4
## 2555 2554     19725  36 months   14.30%     C        C1
## 2556 2555      6250  36 months   14.30%     C        C1
## 2557 2556     28000  36 months    8.90%     A        A5
## 2558 2557     16000  60 months   17.10%     C        C5
## 2559 2558     15000  36 months   18.55%     D        D2
## 2560 2559      5000  36 months   13.67%     B        B5
## 2561 2560      2000  36 months    7.90%     A        A4
## 2562 2561     25000  60 months   12.99%     B        B4
## 2563 2562     10000  36 months   11.99%     B        B3
## 2564 2563     28000  60 months   18.55%     D        D2
## 2565 2564     12000  36 months    7.90%     A        A4
## 2566 2565     10000  36 months    9.67%     B        B1
## 2567 2566     20000  60 months   17.10%     C        C5
## 2568 2567     28000  60 months   17.10%     C        C5
## 2569 2568     32000  60 months   21.70%     E        E2
## 2570 2569     26500  36 months   15.10%     C        C2
## 2571 2570     30000  36 months   14.30%     C        C1
## 2572 2571     10000  36 months   15.10%     C        C2
## 2573 2572     35000  36 months    8.90%     A        A5
## 2574 2573     35000  60 months   17.76%     D        D1
## 2575 2574     19000  60 months   23.70%     F        F1
## 2576 2575      6075  36 months   23.40%     E        E5
## 2577 2576      5275  36 months    9.67%     B        B1
## 2578 2577     28000  36 months   12.99%     B        B4
## 2579 2578     12000  36 months   16.20%     C        C4
## 2580 2579     10600  60 months   19.52%     D        D4
## 2581 2580     35000  60 months   22.40%     E        E3
## 2582 2581     19000  36 months   12.99%     B        B4
## 2583 2582      7000  36 months    7.90%     A        A4
## 2584 2583     28000  36 months   15.61%     C        C3
## 2585 2584      8000  36 months    7.90%     A        A4
## 2586 2585     19075  60 months   14.30%     C        C1
## 2587 2586     16000  36 months    8.90%     A        A5
## 2588 2587     16750  36 months   19.52%     D        D4
## 2589 2588     15875  36 months   12.99%     B        B4
## 2590 2589     35000  60 months   16.20%     C        C4
## 2591 2590      5900  36 months    7.62%     A        A3
## 2592 2591     10000  36 months   12.99%     B        B4
## 2593 2592      7200  36 months    9.67%     B        B1
## 2594 2593     25000  60 months   21.70%     E        E2
## 2595 2594     25175  36 months    7.90%     A        A4
## 2596 2595     19200  36 months   10.99%     B        B2
## 2597 2596     28000  36 months    7.90%     A        A4
## 2598 2597      3000  36 months   17.10%     C        C5
## 2599 2598     12000  36 months   10.99%     B        B2
## 2600 2599     12000  36 months    7.90%     A        A4
## 2601 2600     17450  36 months   13.67%     B        B5
## 2602 2601      7800  36 months   15.61%     C        C3
## 2603 2602     18000  60 months   14.30%     C        C1
## 2604 2603     24000  36 months    7.90%     A        A4
## 2605 2604     25000  60 months   12.99%     B        B4
## 2606 2605      9000  36 months    7.62%     A        A3
## 2607 2606      5400  36 months   10.99%     B        B2
## 2608 2607      2400  36 months   17.76%     D        D1
## 2609 2608      1300  36 months   15.61%     C        C3
## 2610 2609      9000  36 months    6.62%     A        A2
## 2611 2610     10000  36 months    7.90%     A        A4
## 2612 2611      7200  36 months   12.99%     B        B4
## 2613 2612     14000  60 months   18.55%     D        D2
## 2614 2613     18225  60 months   23.40%     E        E5
## 2615 2614     14400  60 months    9.67%     B        B1
## 2616 2615      5825  36 months   14.30%     C        C1
## 2617 2616     16000  36 months   10.99%     B        B2
## 2618 2617     16000  60 months   15.61%     C        C3
## 2619 2618     12000  36 months   11.99%     B        B3
## 2620 2619      4750  36 months   20.20%     D        D5
## 2621 2620     10000  36 months    7.90%     A        A4
## 2622 2621     14300  36 months   21.00%     E        E1
## 2623 2622      8000  36 months   13.67%     B        B5
## 2624 2623     28000  36 months    9.67%     B        B1
## 2625 2624     10000  36 months    7.90%     A        A4
## 2626 2625     20000  36 months    7.62%     A        A3
## 2627 2626     11700  60 months   14.30%     C        C1
## 2628 2627      6500  36 months   10.99%     B        B2
## 2629 2628     14000  60 months   18.55%     D        D2
## 2630 2629      2000  36 months   15.61%     C        C3
## 2631 2630     25000  36 months   11.99%     B        B3
## 2632 2631      5600  36 months    6.03%     A        A1
## 2633 2632     18000  60 months   19.52%     D        D4
## 2634 2633     25000  36 months    9.67%     B        B1
## 2635 2634     35000  60 months   21.00%     E        E1
## 2636 2635     20000  36 months   10.99%     B        B2
## 2637 2636     25000  36 months    7.90%     A        A4
## 2638 2637     15000  36 months   12.99%     B        B4
## 2639 2638     25050  60 months   22.40%     E        E3
## 2640 2639     15600  60 months   19.52%     D        D4
## 2641 2640     10000  36 months   12.99%     B        B4
## 2642 2641     35000  60 months   17.10%     C        C5
## 2643 2642     10000  36 months   14.30%     C        C1
## 2644 2643     30000  60 months   19.52%     D        D4
## 2645 2644      5000  36 months   11.99%     B        B3
## 2646 2645     20000  60 months   15.61%     C        C3
## 2647 2646     25475  60 months   19.52%     D        D4
## 2648 2647     13000  36 months    8.90%     A        A5
## 2649 2648     10575  36 months   16.20%     C        C4
## 2650 2649     35000  36 months   12.99%     B        B4
## 2651 2650      5800  36 months    6.62%     A        A2
## 2652 2651      6000  36 months   12.99%     B        B4
## 2653 2652      7000  36 months    7.62%     A        A3
## 2654 2653     18000  60 months   21.70%     E        E2
## 2655 2654     11100  36 months   21.00%     E        E1
## 2656 2655     35000  36 months   17.10%     C        C5
## 2657 2656      9600  36 months    7.90%     A        A4
## 2658 2657     35000  36 months   12.99%     B        B4
## 2659 2658     20000  36 months    7.90%     A        A4
## 2660 2659     10000  36 months   10.99%     B        B2
## 2661 2660     15000  36 months   10.99%     B        B2
## 2662 2661     12000  36 months    6.62%     A        A2
## 2663 2662     15000  36 months   17.76%     D        D1
## 2664 2663     12000  60 months   15.61%     C        C3
## 2665 2664     11000  36 months   15.10%     C        C2
## 2666 2665     12000  36 months   17.76%     D        D1
## 2667 2666     18000  36 months   10.99%     B        B2
## 2668 2667     33425  36 months   17.10%     C        C5
## 2669 2668      4800  36 months   12.99%     B        B4
## 2670 2669     24000  36 months   10.99%     B        B2
## 2671 2670     10000  36 months   14.30%     C        C1
## 2672 2671     20150  60 months   18.55%     D        D2
## 2673 2672      5600  36 months    6.03%     A        A1
## 2674 2673     32000  36 months    9.67%     B        B1
## 2675 2674      8750  36 months   19.20%     D        D3
## 2676 2675      8000  36 months    7.90%     A        A4
## 2677 2676     35000  36 months   18.55%     D        D2
## 2678 2677     14400  60 months   17.10%     C        C5
## 2679 2678     26500  60 months   23.70%     F        F1
## 2680 2679      1500  36 months   23.70%     F        F1
## 2681 2680      8875  36 months   24.50%     F        F3
## 2682 2681      9000  36 months    9.67%     B        B1
## 2683 2682      8000  36 months   11.99%     B        B3
## 2684 2683      6000  36 months   17.10%     C        C5
## 2685 2684     12000  60 months   12.99%     B        B4
## 2686 2685     15000  36 months   13.67%     B        B5
## 2687 2686     15000  60 months   17.10%     C        C5
## 2688 2687     12250  60 months   25.83%     G        G2
## 2689 2688     10000  36 months    9.67%     B        B1
## 2690 2689     14500  60 months   19.20%     D        D3
## 2691 2690     24000  60 months   17.10%     C        C5
## 2692 2691      6500  36 months   10.99%     B        B2
## 2693 2692     25000  36 months   10.99%     B        B2
## 2694 2693      5000  60 months   16.20%     C        C4
## 2695 2694     15000  60 months   13.67%     B        B5
## 2696 2695     15000  36 months   23.70%     F        F1
## 2697 2696     23675  60 months   18.55%     D        D2
## 2698 2697     25000  36 months   11.99%     B        B3
## 2699 2698      9000  36 months   13.67%     B        B5
## 2700 2699     10000  36 months    7.90%     A        A4
## 2701 2700      8000  36 months    7.90%     A        A4
## 2702 2701     15000  36 months    8.90%     A        A5
## 2703 2702     24575  36 months    7.90%     A        A4
## 2704 2703      5000  36 months   24.50%     F        F3
## 2705 2704     15000  60 months   17.10%     C        C5
## 2706 2705      5000  36 months    7.62%     A        A3
## 2707 2706      2000  60 months   23.70%     F        F1
## 2708 2707      7000  36 months   15.61%     C        C3
## 2709 2708      3600  36 months   17.10%     C        C5
## 2710 2709     16000  36 months   16.20%     C        C4
## 2711 2710     28000  60 months   19.20%     D        D3
## 2712 2711     15000  36 months    9.67%     B        B1
## 2713 2712     15000  36 months    8.90%     A        A5
## 2714 2713      8875  36 months   21.00%     E        E1
## 2715 2714     15000  36 months    7.62%     A        A3
## 2716 2715     12000  36 months   14.30%     C        C1
## 2717 2716     10000  36 months    9.67%     B        B1
## 2718 2717     24000  60 months   19.52%     D        D4
## 2719 2718     17575  36 months   10.99%     B        B2
## 2720 2719      8000  36 months    7.62%     A        A3
## 2721 2720      7750  36 months   19.52%     D        D4
## 2722 2721     19600  36 months    8.90%     A        A5
## 2723 2722     24000  36 months    6.03%     A        A1
## 2724 2723      6000  36 months    9.67%     B        B1
## 2725 2724      7000  36 months   14.30%     C        C1
## 2726 2725     10000  60 months   16.20%     C        C4
## 2727 2726     20000  36 months    8.90%     A        A5
## 2728 2727     10000  36 months    7.90%     A        A4
## 2729 2728     25000  60 months   17.10%     C        C5
## 2730 2729     18000  60 months   21.70%     E        E2
## 2731 2730     16000  60 months   14.30%     C        C1
## 2732 2731     15000  60 months   18.55%     D        D2
## 2733 2732     23275  36 months   22.40%     E        E3
## 2734 2733     30000  60 months   16.20%     C        C4
## 2735 2734     14450  36 months    7.62%     A        A3
## 2736 2735     10000  36 months   11.99%     B        B3
## 2737 2736     12000  36 months   14.30%     C        C1
## 2738 2737      6000  36 months   13.67%     B        B5
## 2739 2738     20000  60 months   20.20%     D        D5
## 2740 2739     16925  36 months    8.90%     A        A5
## 2741 2740     17625  60 months   15.10%     C        C2
## 2742 2741     10000  36 months   13.67%     B        B5
## 2743 2742     28000  60 months   19.52%     D        D4
## 2744 2743     18000  36 months    7.62%     A        A3
## 2745 2744     15000  36 months   14.30%     C        C1
## 2746 2745     18000  36 months   11.99%     B        B3
## 2747 2746     20000  60 months   15.10%     C        C2
## 2748 2747      9600  36 months    6.03%     A        A1
## 2749 2748      8000  36 months   15.61%     C        C3
## 2750 2749      6075  36 months   18.55%     D        D2
## 2751 2750     16000  60 months   13.67%     B        B5
## 2752 2751     15000  36 months    6.03%     A        A1
## 2753 2752     15000  36 months   12.99%     B        B4
## 2754 2753      8000  36 months   12.99%     B        B4
## 2755 2754     30000  60 months   16.20%     C        C4
## 2756 2755     15000  60 months   21.00%     E        E1
## 2757 2756      5000  36 months   13.67%     B        B5
## 2758 2757     20000  60 months   24.50%     F        F3
## 2759 2758      6000  36 months   10.99%     B        B2
## 2760 2759     24000  36 months   16.20%     C        C4
## 2761 2760     18000  36 months   11.99%     B        B3
## 2762 2761      7000  36 months   15.10%     C        C2
## 2763 2762      4000  36 months   14.30%     C        C1
## 2764 2763     17600  36 months   11.99%     B        B3
## 2765 2764      8000  60 months   17.10%     C        C5
## 2766 2765     25000  60 months   16.20%     C        C4
## 2767 2766      7000  36 months   10.99%     B        B2
## 2768 2767     25000  36 months    8.90%     A        A5
## 2769 2768     25000  60 months   16.20%     C        C4
## 2770 2769      6625  36 months   18.55%     D        D2
## 2771 2770     10000  36 months   12.99%     B        B4
## 2772 2771     24000  60 months   19.52%     D        D4
## 2773 2772     34900  36 months    8.90%     A        A5
## 2774 2773     35000  36 months   12.99%     B        B4
## 2775 2774     10000  36 months    7.62%     A        A3
## 2776 2775     22000  36 months    7.62%     A        A3
## 2777 2776     32000  36 months   13.67%     B        B5
## 2778 2777     12000  60 months   17.10%     C        C5
## 2779 2778      8000  36 months    6.62%     A        A2
## 2780 2779      7000  36 months   21.70%     E        E2
## 2781 2780     13475  36 months   15.61%     C        C3
## 2782 2781     13600  60 months   17.10%     C        C5
## 2783 2782     14000  36 months   15.10%     C        C2
## 2784 2783     12000  36 months   13.67%     B        B5
## 2785 2784     10000  36 months   14.30%     C        C1
## 2786 2785     23675  36 months    9.67%     B        B1
## 2787 2786      4950  36 months   18.55%     D        D2
## 2788 2787      3600  36 months   22.40%     E        E3
## 2789 2788      8325  36 months   10.99%     B        B2
## 2790 2789     18000  60 months   18.55%     D        D2
## 2791 2790      6000  36 months    9.67%     B        B1
## 2792 2791      9000  36 months    7.90%     A        A4
## 2793 2792     34000  60 months   17.76%     D        D1
## 2794 2793     19975  36 months    9.67%     B        B1
## 2795 2794     14500  36 months    6.03%     A        A1
## 2796 2795      6000  36 months   14.30%     C        C1
## 2797 2796     12000  60 months   17.10%     C        C5
## 2798 2797      6500  36 months    7.90%     A        A4
## 2799 2798     12000  36 months   11.99%     B        B3
## 2800 2799     22250  36 months   17.76%     D        D1
## 2801 2800      4000  36 months   15.10%     C        C2
## 2802 2801     10000  60 months   20.20%     D        D5
## 2803 2802     16000  36 months   10.99%     B        B2
## 2804 2803     15250  60 months   17.76%     D        D1
## 2805 2804      7000  36 months   13.67%     B        B5
## 2806 2805     12000  60 months   18.55%     D        D2
## 2807 2806     15000  60 months   15.10%     C        C2
## 2808 2807     17000  36 months    6.03%     A        A1
## 2809 2808     30000  60 months   15.10%     C        C2
## 2810 2809      9250  36 months   15.10%     C        C2
## 2811 2810     20000  36 months   14.30%     C        C1
## 2812 2811      6000  36 months   12.99%     B        B4
## 2813 2812      9000  36 months    9.67%     B        B1
## 2814 2813     16000  36 months    7.90%     A        A4
## 2815 2814     18000  36 months   15.61%     C        C3
## 2816 2815      9750  36 months   21.00%     E        E1
## 2817 2816     15000  36 months    9.67%     B        B1
## 2818 2817     12500  36 months    8.90%     A        A5
## 2819 2818     30000  60 months   15.10%     C        C2
## 2820 2819     12700  36 months   13.67%     B        B5
## 2821 2820     14400  60 months   19.20%     D        D3
## 2822 2821      8000  36 months   11.99%     B        B3
## 2823 2822      8000  36 months   16.20%     C        C4
## 2824 2823     15000  36 months    8.90%     A        A5
## 2825 2824      3500  36 months   17.10%     C        C5
## 2826 2825     13150  60 months   25.80%     G        G1
## 2827 2826      7200  36 months   11.99%     B        B3
## 2828 2827     28000  36 months    8.90%     A        A5
## 2829 2828     24600  60 months   17.76%     D        D1
## 2830 2829     35000  36 months   16.20%     C        C4
## 2831 2830     14000  60 months   18.55%     D        D2
## 2832 2831     20000  60 months   25.80%     G        G1
## 2833 2832     10000  36 months   14.30%     C        C1
## 2834 2833     12000  60 months   21.00%     E        E1
## 2835 2834      8000  36 months   10.99%     B        B2
## 2836 2835      5000  36 months    9.67%     B        B1
## 2837 2836      3500  36 months   16.20%     C        C4
## 2838 2837     30000  36 months    8.90%     A        A5
## 2839 2838     10000  36 months    9.67%     B        B1
## 2840 2839     11500  36 months    6.62%     A        A2
## 2841 2840      9000  36 months   12.99%     B        B4
## 2842 2841     28000  60 months   15.61%     C        C3
## 2843 2842     15000  60 months   17.76%     D        D1
## 2844 2843     30000  60 months   22.40%     E        E3
## 2845 2844     20000  60 months   17.76%     D        D1
## 2846 2845     15000  60 months   24.08%     F        F2
## 2847 2846     30000  60 months   19.52%     D        D4
## 2848 2847      4450  36 months   23.40%     E        E5
## 2849 2848      5000  36 months    6.62%     A        A2
## 2850 2849      9000  36 months   14.30%     C        C1
## 2851 2850     11625  36 months   20.20%     D        D5
## 2852 2851      3500  36 months   10.99%     B        B2
## 2853 2852      3600  36 months   14.30%     C        C1
## 2854 2853     21200  36 months   17.10%     C        C5
## 2855 2854     35000  60 months   19.52%     D        D4
## 2856 2855     18000  36 months   14.30%     C        C1
## 2857 2856     10000  60 months   17.10%     C        C5
## 2858 2857     13600  36 months    8.90%     A        A5
## 2859 2858     35000  36 months   15.61%     C        C3
## 2860 2859      8875  36 months   24.50%     F        F3
## 2861 2860     12000  36 months   17.10%     C        C5
## 2862 2861     18000  36 months    7.90%     A        A4
## 2863 2862     24200  60 months   20.20%     D        D5
## 2864 2863     10000  36 months    7.90%     A        A4
## 2865 2864     18200  60 months   17.76%     D        D1
## 2866 2865     16000  60 months   19.52%     D        D4
## 2867 2866      5375  36 months   17.10%     C        C5
## 2868 2867     25000  60 months   17.76%     D        D1
## 2869 2868     12000  60 months   17.76%     D        D1
## 2870 2869     15000  60 months   18.55%     D        D2
## 2871 2870      9000  36 months   12.99%     B        B4
## 2872 2871     13500  36 months    7.90%     A        A4
## 2873 2872     19200  60 months   12.99%     B        B4
## 2874 2873     12000  60 months   19.52%     D        D4
## 2875 2874     10500  36 months   19.52%     D        D4
## 2876 2875     12000  36 months    6.62%     A        A2
## 2877 2876     14000  36 months   12.99%     B        B4
## 2878 2877     25000  60 months   10.99%     B        B2
## 2879 2878      4575  36 months   23.10%     E        E4
## 2880 2879     10000  36 months   15.61%     C        C3
## 2881 2880     18000  36 months    7.90%     A        A4
## 2882 2881      5000  36 months   23.10%     E        E4
## 2883 2882     13150  60 months   23.10%     E        E4
## 2884 2883     14500  60 months   15.61%     C        C3
## 2885 2884     19200  36 months   11.99%     B        B3
## 2886 2885     30000  36 months   14.30%     C        C1
## 2887 2886     15000  36 months    8.90%     A        A5
## 2888 2887      6000  36 months    8.90%     A        A5
## 2889 2888     19600  36 months   12.99%     B        B4
## 2890 2889      9000  36 months   14.30%     C        C1
## 2891 2890     12000  36 months   11.99%     B        B3
## 2892 2891     12000  36 months   11.99%     B        B3
## 2893 2892     12000  36 months    6.62%     A        A2
## 2894 2893     20000  60 months   10.99%     B        B2
## 2895 2894     12000  60 months   17.10%     C        C5
## 2896 2895     12000  60 months   15.10%     C        C2
## 2897 2896     12000  36 months   12.99%     B        B4
## 2898 2897     14000  36 months   18.55%     D        D2
## 2899 2898     12000  60 months   18.55%     D        D2
## 2900 2899     10000  60 months   17.10%     C        C5
## 2901 2900     10000  36 months    8.90%     A        A5
## 2902 2901     35000  36 months   11.99%     B        B3
## 2903 2902     11400  36 months    9.67%     B        B1
## 2904 2903     15250  36 months   15.10%     C        C2
## 2905 2904     12000  60 months   15.10%     C        C2
## 2906 2905      7000  36 months    6.03%     A        A1
## 2907 2906     17500  36 months   12.99%     B        B4
## 2908 2907     35000  60 months   17.10%     C        C5
## 2909 2908     14000  36 months    8.90%     A        A5
## 2910 2909      8875  36 months   19.20%     D        D3
## 2911 2910      8500  36 months   12.99%     B        B4
## 2912 2911     18000  36 months   17.10%     C        C5
## 2913 2912      8000  36 months    8.90%     A        A5
## 2914 2913     13750  36 months   13.67%     B        B5
## 2915 2914     35000  60 months   17.10%     C        C5
## 2916 2915      3500  36 months   20.20%     D        D5
## 2917 2916     24000  36 months   16.20%     C        C4
## 2918 2917      6700  36 months   18.55%     D        D2
## 2919 2918     18000  60 months   18.55%     D        D2
## 2920 2919     35000  36 months   12.99%     B        B4
## 2921 2920     10000  36 months   15.10%     C        C2
## 2922 2921     17000  36 months   19.52%     D        D4
## 2923 2922      6500  36 months   12.99%     B        B4
## 2924 2923     17800  36 months   14.30%     C        C1
## 2925 2924     23800  60 months   21.70%     E        E2
## 2926 2925      8000  36 months   14.30%     C        C1
## 2927 2926     15000  36 months   12.99%     B        B4
## 2928 2927     15000  36 months    7.62%     A        A3
## 2929 2928     25000  36 months   13.67%     B        B5
## 2930 2929     16000  36 months    8.90%     A        A5
## 2931 2930     10000  60 months   10.99%     B        B2
## 2932 2931     12000  36 months   13.67%     B        B5
## 2933 2932     12000  36 months    7.90%     A        A4
## 2934 2933     11500  36 months   12.99%     B        B4
## 2935 2934      6000  36 months   15.10%     C        C2
## 2936 2935     10000  60 months   21.70%     E        E2
## 2937 2936      8000  36 months   18.55%     D        D2
## 2938 2937     16000  36 months    7.90%     A        A4
## 2939 2938      9400  36 months    7.90%     A        A4
## 2940 2939      8325  36 months   12.99%     B        B4
## 2941 2940     25200  60 months   11.99%     B        B3
## 2942 2941     21000  36 months    6.03%     A        A1
## 2943 2942      4200  36 months    9.67%     B        B1
## 2944 2943     35000  36 months   19.52%     D        D4
## 2945 2944     15000  36 months   11.99%     B        B3
## 2946 2945     18725  36 months    9.67%     B        B1
## 2947 2946     25000  36 months   11.99%     B        B3
## 2948 2947     17000  60 months   15.10%     C        C2
## 2949 2948     30000  60 months   16.20%     C        C4
## 2950 2949     32350  60 months   21.00%     E        E1
## 2951 2950     10000  36 months    7.90%     A        A4
## 2952 2951     29700  60 months   19.52%     D        D4
## 2953 2952      9750  36 months   18.55%     D        D2
## 2954 2953      8000  36 months   19.20%     D        D3
## 2955 2954     16000  36 months   13.67%     B        B5
## 2956 2955      9300  36 months   14.30%     C        C1
## 2957 2956      9400  36 months   15.61%     C        C3
## 2958 2957      3000  36 months    8.90%     A        A5
## 2959 2958      7200  36 months   11.99%     B        B3
## 2960 2959      9500  36 months   14.30%     C        C1
## 2961 2960     10000  36 months   10.99%     B        B2
## 2962 2961     11000  36 months   10.99%     B        B2
## 2963 2962      9600  36 months   17.10%     C        C5
## 2964 2963      9000  36 months    9.67%     B        B1
## 2965 2964     11325  36 months   17.76%     D        D1
## 2966 2965     18000  60 months   23.10%     E        E4
## 2967 2966      5700  36 months   15.10%     C        C2
## 2968 2967      6000  36 months   10.99%     B        B2
## 2969 2968      8000  36 months   16.20%     C        C4
## 2970 2969      3350  36 months   18.55%     D        D2
## 2971 2970     12000  36 months    9.67%     B        B1
## 2972 2971     15000  36 months    7.90%     A        A4
## 2973 2972     15000  60 months   18.55%     D        D2
## 2974 2973     25000  60 months   20.20%     D        D5
## 2975 2974     18000  60 months   17.76%     D        D1
## 2976 2975     10600  60 months   19.20%     D        D3
## 2977 2976     13200  60 months   17.10%     C        C5
## 2978 2977     20000  36 months    7.90%     A        A4
## 2979 2978      3000  36 months   23.70%     F        F1
## 2980 2979     24000  36 months    7.62%     A        A3
## 2981 2980     15800  60 months   24.99%     F        F4
## 2982 2981      4750  36 months   15.10%     C        C2
## 2983 2982     33950  36 months   15.61%     C        C3
## 2984 2983     30000  36 months   15.61%     C        C3
## 2985 2984      3000  36 months   17.76%     D        D1
## 2986 2985     25000  36 months   11.99%     B        B3
## 2987 2986     17000  36 months    8.90%     A        A5
## 2988 2987     17000  36 months   10.99%     B        B2
## 2989 2988      4000  36 months   14.30%     C        C1
## 2990 2989     14675  36 months   17.10%     C        C5
## 2991 2990      7800  36 months   11.99%     B        B3
## 2992 2991     10375  36 months   15.10%     C        C2
## 2993 2992      7475  36 months   15.10%     C        C2
## 2994 2993      8000  36 months   12.99%     B        B4
## 2995 2994     35000  36 months   15.61%     C        C3
## 2996 2995     25000  60 months   14.30%     C        C1
## 2997 2996     15250  36 months    8.90%     A        A5
## 2998 2997     20000  36 months    6.62%     A        A2
## 2999 2998      5000  36 months    7.90%     A        A4
## 3000 2999      3000  36 months   12.99%     B        B4
## 3001 3000     19800  60 months   23.70%     F        F1
## 3002 3001      7000  36 months    6.62%     A        A2
## 3003 3002      9975  36 months   15.61%     C        C3
## 3004 3003     25000  36 months    9.67%     B        B1
## 3005 3004      7350  36 months   14.30%     C        C1
## 3006 3005     30000  60 months   14.30%     C        C1
## 3007 3006     17375  60 months   15.10%     C        C2
## 3008 3007      4800  36 months   17.10%     C        C5
## 3009 3008      8750  36 months   18.55%     D        D2
## 3010 3009     25000  36 months   13.67%     B        B5
## 3011 3010     12000  36 months   12.99%     B        B4
## 3012 3011      9325  36 months   17.10%     C        C5
## 3013 3012      6000  36 months   12.99%     B        B4
## 3014 3013     13225  60 months   22.40%     E        E3
## 3015 3014     14000  60 months   16.20%     C        C4
## 3016 3015      7750  36 months   18.55%     D        D2
## 3017 3016     28000  36 months    8.90%     A        A5
## 3018 3017     33000  36 months    8.90%     A        A5
## 3019 3018      7200  36 months    8.90%     A        A5
## 3020 3019      8875  36 months   20.20%     D        D5
## 3021 3020     30000  36 months   17.10%     C        C5
## 3022 3021     10000  60 months   24.99%     F        F4
## 3023 3022     20000  60 months   16.20%     C        C4
## 3024 3023     35000  36 months   10.99%     B        B2
## 3025 3024     35000  60 months   17.76%     D        D1
## 3026 3025     12000  36 months    9.67%     B        B1
## 3027 3026     25000  60 months   12.99%     B        B4
## 3028 3027     20000  36 months   14.30%     C        C1
## 3029 3028     18000  60 months   19.52%     D        D4
## 3030 3029      5500  36 months   17.10%     C        C5
## 3031 3030     21000  36 months    8.90%     A        A5
## 3032 3031     20000  36 months   10.99%     B        B2
## 3033 3032     12000  36 months   10.99%     B        B2
## 3034 3033      6000  36 months   13.67%     B        B5
## 3035 3034     18000  36 months    7.90%     A        A4
## 3036 3035      5500  36 months   13.67%     B        B5
## 3037 3036     29700  60 months   23.40%     E        E5
## 3038 3037     19400  60 months   23.70%     F        F1
## 3039 3038     15000  60 months   13.67%     B        B5
## 3040 3039     17875  60 months   14.30%     C        C1
## 3041 3040     10650  36 months   10.99%     B        B2
## 3042 3041     24000  36 months   10.99%     B        B2
## 3043 3042      6850  36 months   15.61%     C        C3
## 3044 3043      7500  36 months   10.99%     B        B2
## 3045 3044      8500  36 months   18.55%     D        D2
## 3046 3045     10000  36 months    8.90%     A        A5
## 3047 3046     15000  36 months    7.90%     A        A4
## 3048 3047      8325  36 months   15.10%     C        C2
## 3049 3048     10500  36 months   12.99%     B        B4
## 3050 3049     10000  36 months   10.99%     B        B2
## 3051 3050     10000  36 months   15.61%     C        C3
## 3052 3051     20000  60 months   19.52%     D        D4
## 3053 3052      7200  60 months   14.30%     C        C1
## 3054 3053     10000  36 months   11.99%     B        B3
## 3055 3054     10800  60 months   12.99%     B        B4
## 3056 3055      8000  36 months   10.99%     B        B2
## 3057 3056      5000  36 months   19.20%     D        D3
## 3058 3057     18000  36 months    7.90%     A        A4
## 3059 3058      8000  36 months   15.10%     C        C2
## 3060 3059     16000  36 months    6.03%     A        A1
## 3061 3060     10000  36 months   20.20%     D        D5
## 3062 3061      4000  36 months   19.52%     D        D4
## 3063 3062     14400  36 months   10.99%     B        B2
## 3064 3063     12375  60 months   24.08%     F        F2
## 3065 3064      8000  36 months    7.90%     A        A4
## 3066 3065     12000  36 months    7.90%     A        A4
## 3067 3066     12800  60 months   25.80%     G        G1
## 3068 3067     16000  60 months   20.20%     D        D5
## 3069 3068      3000  36 months   13.67%     B        B5
## 3070 3069     30000  36 months   19.20%     D        D3
## 3071 3070      8300  36 months   12.99%     B        B4
## 3072 3071      8000  36 months    8.90%     A        A5
## 3073 3072      2500  36 months    6.62%     A        A2
## 3074 3073     12000  36 months   10.99%     B        B2
## 3075 3074      5000  60 months   17.10%     C        C5
## 3076 3075     20000  36 months    9.67%     B        B1
## 3077 3076     12000  60 months   10.99%     B        B2
## 3078 3077      1200  36 months   21.00%     E        E1
## 3079 3078     17800  60 months   21.70%     E        E2
## 3080 3079     10000  36 months    8.90%     A        A5
## 3081 3080      7000  36 months   14.30%     C        C1
## 3082 3081     23000  60 months   25.80%     G        G1
## 3083 3082     30000  36 months   13.67%     B        B5
## 3084 3083     14000  36 months   12.99%     B        B4
## 3085 3084     10000  60 months   16.20%     C        C4
## 3086 3085     15000  60 months   15.61%     C        C3
## 3087 3086     16000  36 months   11.99%     B        B3
## 3088 3087     18000  36 months   10.99%     B        B2
## 3089 3088      6000  36 months   14.30%     C        C1
## 3090 3089     12000  36 months   10.99%     B        B2
## 3091 3090      8000  36 months    6.03%     A        A1
## 3092 3091     16000  60 months   13.67%     B        B5
## 3093 3092     15000  36 months    6.62%     A        A2
## 3094 3093     25050  36 months   11.99%     B        B3
## 3095 3094     13500  60 months   11.99%     B        B3
## 3096 3095     35000  36 months   20.20%     D        D5
## 3097 3096     12000  36 months    6.03%     A        A1
## 3098 3097     35000  60 months   21.00%     E        E1
## 3099 3098     21325  60 months   17.10%     C        C5
## 3100 3099     15000  36 months    9.67%     B        B1
## 3101 3100      8400  36 months   12.99%     B        B4
## 3102 3101     12000  36 months   15.61%     C        C3
## 3103 3102     30000  36 months    9.67%     B        B1
## 3104 3103     13475  36 months   17.10%     C        C5
## 3105 3104     21000  36 months   15.61%     C        C3
## 3106 3105      3000  36 months   19.20%     D        D3
## 3107 3106      8400  36 months    7.90%     A        A4
## 3108 3107     16800  36 months    9.67%     B        B1
## 3109 3108      4000  36 months   15.10%     C        C2
## 3110 3109      9500  36 months   14.30%     C        C1
## 3111 3110     30750  36 months   11.99%     B        B3
## 3112 3111     21000  36 months   14.30%     C        C1
## 3113 3112      5000  36 months   12.99%     B        B4
## 3114 3113      7200  36 months   16.20%     C        C4
## 3115 3114     11500  36 months   15.61%     C        C3
## 3116 3115     15000  36 months   12.99%     B        B4
## 3117 3116     10000  60 months   11.99%     B        B3
## 3118 3117      1900  36 months   15.61%     C        C3
## 3119 3118     15000  60 months   20.20%     D        D5
## 3120 3119      6800  36 months   13.67%     B        B5
## 3121 3120     21000  60 months   10.99%     B        B2
## 3122 3121      5600  36 months   19.20%     D        D3
## 3123 3122      3000  36 months    6.62%     A        A2
## 3124 3123     10000  36 months   13.67%     B        B5
##                                     emp_title emp_length home_ownership
## 1                                         LTC  10+ years       MORTGAGE
## 2                             Project Manager    4 years           RENT
## 3               aircraft maintenance engineer    2 years       MORTGAGE
## 4        Information Systems Security Officer    2 years           RENT
## 5               Technician support specialist  10+ years       MORTGAGE
## 6                               Sales/Finance    2 years           RENT
## 7                 Child Protection Specialist    5 years           RENT
## 8                                          RN    4 years           RENT
## 9                                   Expeditor  10+ years       MORTGAGE
## 10               Information security analyst    2 years           RENT
## 11                            A/R  Specialist  10+ years           RENT
## 12                  IR Scheduling Coordinator    8 years           RENT
## 13                Registered Dental Hygienist    3 years       MORTGAGE
## 14                                Tire Buider    7 years       MORTGAGE
## 15                                                                 RENT
## 16             Homecare/Hospice Nurse Manager  10+ years       MORTGAGE
## 17                                 Bookkeeper    2 years           RENT
## 18                      Senior Policy Analyst  10+ years       MORTGAGE
## 19                         Office Coordinator  10+ years       MORTGAGE
## 20                                  Professor    4 years           RENT
## 21                                   Engineer    8 years       MORTGAGE
## 22                             Vice President  10+ years       MORTGAGE
## 23                                      owner    4 years           RENT
## 24                        Assistant Professor   < 1 year       MORTGAGE
## 25                                                                  OWN
## 26                      Spacecraft Technician    3 years           RENT
## 27                                     Editor   < 1 year           RENT
## 28                                Team Member  10+ years            OWN
## 29                                    Manager  10+ years       MORTGAGE
## 30                            warehouse clerk    3 years           RENT
## 31                          Director of Sales    3 years       MORTGAGE
## 32                             Vice President    7 years           RENT
## 33                    Senior Staff Accountant    4 years       MORTGAGE
## 34                 Human Resources Consultant  10+ years       MORTGAGE
## 35                           accounts payable  10+ years            OWN
## 36                                   Director  10+ years       MORTGAGE
## 37                         Operations Manager    2 years            OWN
## 38                                                                  OWN
## 39                                  CS Person    6 years           RENT
## 40                              LEAD MECHANIB  10+ years       MORTGAGE
## 41          Marketing/Communications Director    3 years           RENT
## 42                                  INSPECTOR    2 years           RENT
## 43                   Bioinformatics Scientist    2 years           RENT
## 44                          Registered Nurse     7 years       MORTGAGE
## 45                                                                  OWN
## 46                                 Pharmacist    5 years       MORTGAGE
## 47                                 Pharmacist   < 1 year       MORTGAGE
## 48                                   Shipping    4 years       MORTGAGE
## 49                     HS Assistant Principal    4 years       MORTGAGE
## 50                                    Teacher  10+ years           RENT
## 51                                    Coder 1  10+ years           RENT
## 52                    Business Office Manager    3 years           RENT
## 53                       Jr. Loan Originitor    < 1 year           RENT
## 54                                    auditor    2 years           RENT
## 55                                    Captain  10+ years           RENT
## 56                             letter carrier    8 years       MORTGAGE
## 57                              Sr. Collector  10+ years           RENT
## 58              microcomputer lab coordinator  10+ years       MORTGAGE
## 59                             Staff Engineer  10+ years       MORTGAGE
## 60                              tire mechanic  10+ years       MORTGAGE
## 61                   Customer Service Manager  10+ years       MORTGAGE
## 62                                      LEAD     8 years       MORTGAGE
## 63                                 dispatcher  10+ years       MORTGAGE
## 64                                 Supervisor  10+ years           RENT
## 65                              Special Agent  10+ years       MORTGAGE
## 66      Research Director/Research Asst. Prof    2 years       MORTGAGE
## 67                         Master Electrician    6 years       MORTGAGE
## 68                                    Teacher  10+ years       MORTGAGE
## 69                           Business Manager    5 years           RENT
## 70                                 OFFICE MGR  10+ years       MORTGAGE
## 71                                   mechanic    5 years           RENT
## 72                  Treasury Service Director    3 years       MORTGAGE
## 73                                                                 RENT
## 74                             Police Officer    4 years            OWN
## 75                         Area Sales Manager     1 year       MORTGAGE
## 76                        Operations Engineer    2 years       MORTGAGE
## 77                                         rn    4 years       MORTGAGE
## 78                                  Auto Tech  10+ years           RENT
## 79                      Group Leader Shipping    2 years       MORTGAGE
## 80                        Security Specialist    8 years           RENT
## 81                                     Server    5 years           RENT
## 82                   Sheriffs Custody Officer  10+ years       MORTGAGE
## 83                     Broker / Sales Manager    8 years       MORTGAGE
## 84                    Senior Network Engineer  10+ years       MORTGAGE
## 85                                    manager  10+ years       MORTGAGE
## 86                               Photographer  10+ years       MORTGAGE
## 87                                                             MORTGAGE
## 88                  Vascular exra technoligst  10+ years       MORTGAGE
## 89                                    shipper    4 years           RENT
## 90                                    Manager  10+ years           RENT
## 91                                    Manager    5 years       MORTGAGE
## 92                            Insurance Agent     1 year           RENT
## 93                     Senior Project Manager  10+ years       MORTGAGE
## 94                                       VOMA  10+ years       MORTGAGE
## 95                        Clinical Pharmacist    7 years       MORTGAGE
## 96                            Bill collector     6 years       MORTGAGE
## 97                                   Asst Mgr    7 years            OWN
## 98                          Financial Manager     1 year       MORTGAGE
## 99                          ACUTE DIALYSIS RN    5 years           RENT
## 100                                   teacher  10+ years           RENT
## 101                               superivisor  10+ years       MORTGAGE
## 102                    Deputy Public Defender    5 years           RENT
## 103                            Claims Manager  10+ years       MORTGAGE
## 104                                     Agent    2 years           RENT
## 105                   Sr. Engineering Manager  10+ years       MORTGAGE
## 106                               social work    9 years       MORTGAGE
## 107                                     Sales     1 year       MORTGAGE
## 108                    Director of Operations  10+ years       MORTGAGE
## 109                              Merchandiser    2 years           RENT
## 110                                  Engineer     1 year       MORTGAGE
## 111                            Plant Tech III  10+ years       MORTGAGE
## 112               Financial service associate    7 years            OWN
## 113                                 Estimator    8 years           RENT
## 114                           Desktop Support    5 years            OWN
## 115                                       ALA    7 years       MORTGAGE
## 116                               houseperson  10+ years       MORTGAGE
## 117                    Facilities Coordinator  10+ years       MORTGAGE
## 118                            Vice President  10+ years       MORTGAGE
## 119                          Registered Nurse  10+ years       MORTGAGE
## 120               Advertising Dept. Assistant    2 years           RENT
## 121                                   Teacher  10+ years       MORTGAGE
## 122                       Manager, Scheduling  10+ years       MORTGAGE
## 123                    journeyman electrician    3 years           RENT
## 124                           Lab & Xray Tech  10+ years       MORTGAGE
## 125                                      COOK  10+ years           RENT
## 126                             Administrator  10+ years       MORTGAGE
## 127                     Program Delivery Lead    7 years       MORTGAGE
## 128                              Receptionist  10+ years           RENT
## 129                       Key Account Manager    3 years       MORTGAGE
## 130         Nutritional Food Services Manager    5 years       MORTGAGE
## 131                                     Sales  10+ years       MORTGAGE
## 132          Child Protective Services Worker  10+ years            OWN
## 133                            Banquet server    5 years       MORTGAGE
## 134                                                            MORTGAGE
## 135                                 Assembler    5 years           RENT
## 136                       Supervisory officer  10+ years       MORTGAGE
## 137        Team Leader, Software Quality Test    9 years           RENT
## 138                                   Teacher    7 years       MORTGAGE
## 139                          Marketing Broker    7 years       MORTGAGE
## 140                               Park Ranger     1 year           RENT
## 141                      Senior Web Devoloper    7 years       MORTGAGE
## 142                                     Clerk    4 years           RENT
## 143                     RESPIRATORY THERAPIST  10+ years       MORTGAGE
## 144                           Promotional rep  10+ years           RENT
## 145                                Superviser  10+ years       MORTGAGE
## 146                  Customer Service Manager    7 years           RENT
## 147                                Supervisor    4 years           RENT
## 148                              Truck driver    9 years       MORTGAGE
## 149                              Receptionist    2 years           RENT
## 150                         Medical Assistant     1 year           RENT
## 151               Information Systems Analyst  10+ years       MORTGAGE
## 152                                     SALES   < 1 year       MORTGAGE
## 153                            event services  10+ years           RENT
## 154                               PR Director     1 year           RENT
## 155                  Administrative Assistant    5 years           RENT
## 156              Senior Maintenance Assistant  10+ years       MORTGAGE
## 157                                   Lineman  10+ years       MORTGAGE
## 158                           Psych Attendent    6 years       MORTGAGE
## 159                    Senior Design Engineer  10+ years       MORTGAGE
## 160                                   HUSC II    5 years           RENT
## 161                                 paralegal    5 years           RENT
## 162                        Executive Director    5 years       MORTGAGE
## 163                       Performance Analyst    3 years           RENT
## 164                                   Teacher    6 years            OWN
## 165               Catastrophe Claims Adjuster  10+ years       MORTGAGE
## 166               Food and Nutrition Director    5 years       MORTGAGE
## 167                          Support Engineer    2 years           RENT
## 168                       Key Account Manager    2 years           RENT
## 169         Manager, Suite & Premium Seating     2 years       MORTGAGE
## 170                    Civil/Project Engineer    5 years       MORTGAGE
## 171                                bookkeeper    2 years       MORTGAGE
## 172                                   Teacher    9 years       MORTGAGE
## 173               Product Service CoOrdinator  10+ years       MORTGAGE
## 174                       Computer Technician     1 year           RENT
## 175                             Social worker    6 years       MORTGAGE
## 176                              Telecom Mgr.    8 years       MORTGAGE
## 177                  Administrative Assistant   < 1 year       MORTGAGE
## 178                  Vice President, Tech Ops    6 years       MORTGAGE
## 179                                  Engineer    5 years           RENT
## 180                 Senior Systems Consultant    3 years       MORTGAGE
## 181                           Account Manager   < 1 year           RENT
## 182                      Maintenance Mechanic    6 years       MORTGAGE
## 183                                TimeKeeper   < 1 year       MORTGAGE
## 184                     E Learing Coordinator  10+ years       MORTGAGE
## 185                                   Teacher  10+ years           RENT
## 186                        Payroll Specialist    5 years           RENT
## 187                 Director of installations    3 years           RENT
## 188                                   Teacher  10+ years            OWN
## 189                       Associate Registrar    4 years       MORTGAGE
## 190                                  Director    6 years       MORTGAGE
## 191                           Project Manager    2 years       MORTGAGE
## 192                  marketing representative   < 1 year       MORTGAGE
## 193                                  Engineer     1 year       MORTGAGE
## 194                                                                RENT
## 195                       Market Sales Leader  10+ years       MORTGAGE
## 196                     Surgical technologist    9 years           RENT
## 197               Team Lead, Customer Service  10+ years       MORTGAGE
## 198                           Account Manager    4 years            OWN
## 199                                        RN    6 years            OWN
## 200                                 warehouse  10+ years           RENT
## 201                                    Senior    2 years           RENT
## 202                              Charge Nurse   < 1 year            OWN
## 203                                   Teacher  10+ years       MORTGAGE
## 204                                       Gsm   < 1 year       MORTGAGE
## 205                   Java Software developer     1 year           RENT
## 206                               Nursing aid    3 years           RENT
## 207                                    Server    2 years           RENT
## 208                                IT Manager    7 years           RENT
## 209                                                                RENT
## 210                       Assistant store mgr  10+ years       MORTGAGE
## 211                     Orthodontic assistant    8 years       MORTGAGE
## 212                  Director of Maintenance   10+ years       MORTGAGE
## 213                             Store Manager    2 years           RENT
## 214                           Oil Distributor  10+ years       MORTGAGE
## 215           Sr. Clinical Research Associate   < 1 year       MORTGAGE
## 216                            Clinic Manager    2 years       MORTGAGE
## 217                                     labor   < 1 year           RENT
## 218                   Coordinator of Services   < 1 year           RENT
## 219                              Truck Driver     1 year       MORTGAGE
## 220                        Research Scientist    2 years           RENT
## 221                          Sr.RF Technician  10+ years       MORTGAGE
## 222                        Fitness Instructor    2 years           RENT
## 223                             Nurse manager  10+ years       MORTGAGE
## 224                                            10+ years       MORTGAGE
## 225                                 machinist  10+ years       MORTGAGE
## 226                             Sales manager    5 years       MORTGAGE
## 227                          Outpatient Coder    4 years            OWN
## 228                      Asst-plant  operator  10+ years           RENT
## 229                                Supervisor  10+ years       MORTGAGE
## 230                                IT Manager     1 year       MORTGAGE
## 231                                   Actuary    3 years       MORTGAGE
## 232                              Site Manager    5 years       MORTGAGE
## 233            Quality Control HIM specialist    9 years           RENT
## 234                              Bond Analyst   < 1 year           RENT
## 235                          Home health aide    8 years           RENT
## 236                       Corporate Sales Rep    5 years       MORTGAGE
## 237             Director, Fixed Income Sales     2 years           RENT
## 238                        jail administrator  10+ years       MORTGAGE
## 239                              truck driver  10+ years       MORTGAGE
## 240                               Electrician    2 years           RENT
## 241                       Rural Route Carrier    6 years           RENT
## 242                           Sales associate  10+ years       MORTGAGE
## 243                                              5 years       MORTGAGE
## 244                               Underwriter   < 1 year           RENT
## 245                                  Director  10+ years            OWN
## 246                             Screw Machine     1 year       MORTGAGE
## 247                                   Manager    9 years           RENT
## 248                                supervisor  10+ years            OWN
## 249                      Assistant Controller    3 years       MORTGAGE
## 250                                  painter     8 years       MORTGAGE
## 251                         Senior Consultant    9 years           RENT
## 252                                   Teacher    7 years           RENT
## 253                           SCALE ATTENDANT    7 years            OWN
## 254                             loan officer     3 years            OWN
## 255                                   Teacher    7 years       MORTGAGE
## 256                                 Machinist    3 years            OWN
## 257                                                            MORTGAGE
## 258                                    driver    3 years       MORTGAGE
## 259                      Construction Foreman  10+ years            OWN
## 260                            equity analyst  10+ years       MORTGAGE
## 261                    Store Planning Manager    2 years           RENT
## 262                         assistant manager     1 year       MORTGAGE
## 263                                Consultant    3 years       MORTGAGE
## 264                                  Clerical  10+ years       MORTGAGE
## 265                                   Teacher   < 1 year           RENT
## 266                              cnc operator   < 1 year            OWN
## 267                Implementation Consultant     2 years           RENT
## 268                                   Manager    4 years           RENT
## 269                                   Planner    6 years       MORTGAGE
## 270                               maintenance    8 years            OWN
## 271                   Aircraft Inspector Lead  10+ years           RENT
## 272                           Program Manager    7 years       MORTGAGE
## 273                        Attorney / Partner  10+ years       MORTGAGE
## 274                           Network Analyst  10+ years       MORTGAGE
## 275                            SUPERINTENDANT  10+ years            OWN
## 276                   Assistant Plant Manager    7 years           RENT
## 277               inovative solutions manager  10+ years       MORTGAGE
## 278           Transportation security officer  10+ years       MORTGAGE
## 279                         Financial advisor  10+ years       MORTGAGE
## 280                   Sr. Electrical Engineer     1 year           RENT
## 281                        Project Manager IV  10+ years       MORTGAGE
## 282                           Quality Manager    8 years       MORTGAGE
## 283                          Commercial Sales    2 years       MORTGAGE
## 284                                                                RENT
## 285                                 VP Mobile  10+ years           RENT
## 286                           Project Manager     1 year           RENT
## 287                  Business Development Mgr    8 years           RENT
## 288                            Branch Manager    3 years       MORTGAGE
## 289                 Business System Developer    4 years           RENT
## 290                             store manager    3 years           RENT
## 291                        Executive Director  10+ years       MORTGAGE
## 292                               Coordinator    7 years           RENT
## 293                              Sr. Director    5 years           RENT
## 294                  Customer Service Manager    5 years           RENT
## 295                   Clinical Nurse Educator     1 year       MORTGAGE
## 296                         Inventory Manager    2 years           RENT
## 297     Cust Serv, Sales and Training Manager  10+ years       MORTGAGE
## 298                 Director of Merchandising     1 year       MORTGAGE
## 299   Method Development Specialist-Scientist    2 years           RENT
## 300                                              4 years           RENT
## 301                                 Bartender    4 years           RENT
## 302                      Office assistant III  10+ years           RENT
## 303                SENIOR CONTRACT SPECIALIST    4 years            OWN
## 304                         Operation Manager    8 years       MORTGAGE
## 305                  computer systems manager    8 years       MORTGAGE
## 306                                     nurse  10+ years       MORTGAGE
## 307                          Registered nurse    5 years       MORTGAGE
## 308               Senior Intelligence Analyst  10+ years           RENT
## 309                                       LVN    5 years           RENT
## 310                               Ops manager    5 years           RENT
## 311                    distribution operation    5 years           RENT
## 312                       Curator of Reptiles  10+ years           RENT
## 313                    Director of Operations     1 year           RENT
## 314                    Regional Sales Manager  10+ years       MORTGAGE
## 315                               Staff Nurse    6 years           RENT
## 316                        Surgical Assistant    8 years       MORTGAGE
## 317                       Associate Professor   < 1 year       MORTGAGE
## 318                        Operations Manager     1 year            OWN
## 319                                  Educator    6 years            OWN
## 320                Radiologic Technologist Sr  10+ years       MORTGAGE
## 321                              Data Analyst    4 years           RENT
## 322                                    Welder    7 years       MORTGAGE
## 323                    Senior Account Manager    5 years           RENT
## 324                                   Auditor     1 year           RENT
## 325                                                            MORTGAGE
## 326                       Program Coordinator    2 years           RENT
## 327                                 Team Lead    5 years       MORTGAGE
## 328                                                            MORTGAGE
## 329                         Associate Justice    2 years       MORTGAGE
## 330                       Nuclear Electrician    6 years       MORTGAGE
## 331                           Payroll Analyst    2 years           RENT
## 332                           Account Manager   < 1 year       MORTGAGE
## 333     Senior Vehicle Information Specialist  10+ years           RENT
## 334                                   Dietary    3 years       MORTGAGE
## 335                   Lead Service Technician    4 years       MORTGAGE
## 336                                                                 OWN
## 337                                   Teacher    8 years       MORTGAGE
## 338                    Maintenance supervisor  10+ years       MORTGAGE
## 339               High School English Teacher    3 years           RENT
## 340                                  DEL TECH  10+ years       MORTGAGE
## 341                        Satellite Engineer    4 years       MORTGAGE
## 342                                       CPA    4 years            OWN
## 343                           clerical typist     1 year           RENT
## 344                  Senior Account Executive    3 years       MORTGAGE
## 345                                  Engineer    8 years       MORTGAGE
## 346                              supply clerk    4 years           RENT
## 347                                                            MORTGAGE
## 348                                   manager    2 years           RENT
## 349                      Application Engineer     1 year       MORTGAGE
## 350                          Registered Nurse    7 years       MORTGAGE
## 351                                    Deputy    6 years            OWN
## 352                      Systems Adminstrator    9 years           RENT
## 353                             ACCTS PAYABLE    4 years       MORTGAGE
## 354                      Sr. Systems Engineer    6 years       MORTGAGE
## 355                                   clerial  10+ years           RENT
## 356                                       CEO    2 years       MORTGAGE
## 357             Registered Nurse Case Manager    4 years           RENT
## 358                              receptionist  10+ years           RENT
## 359                                CDL Driver    9 years           RENT
## 360                        Account Executive   10+ years       MORTGAGE
## 361                                            10+ years       MORTGAGE
## 362                                    cook 1    6 years           RENT
## 363                            BRANCH MANAGER    2 years       MORTGAGE
## 364                           Project Manager    2 years           RENT
## 365                                 auto tech    2 years           RENT
## 366                 Federal Programs Director  10+ years       MORTGAGE
## 367                             sales manager  10+ years           RENT
## 368                    Production Coordinator  10+ years       MORTGAGE
## 369                            Press Operator  10+ years       MORTGAGE
## 370                                  Engineer     1 year       MORTGAGE
## 371                                                                RENT
## 372                Senior Software Consultant    8 years       MORTGAGE
## 373                        electrition/helper    5 years       MORTGAGE
## 374                           Project Manager    2 years           RENT
## 375             Sr. IT Security Professional     3 years       MORTGAGE
## 376                           Night Warehouse     1 year       MORTGAGE
## 377                        Medical Only Clerk    9 years       MORTGAGE
## 378              Claims Operations Supervisor  10+ years           RENT
## 379                                                            MORTGAGE
## 380                           Home Attendant     8 years           RENT
## 381                                 professor  10+ years       MORTGAGE
## 382                                   Teacher  10+ years            OWN
## 383                           Engineer Tech 3  10+ years       MORTGAGE
## 384                                 carpenter  10+ years           RENT
## 385                                   Kitchen  10+ years       MORTGAGE
## 386                        Technical Director  10+ years       MORTGAGE
## 387                                   Manager    2 years           RENT
## 388                 Regional Medical Liaison     5 years       MORTGAGE
## 389                                       MWD   < 1 year       MORTGAGE
## 390                      Director of Security    2 years           RENT
## 391                           Product Manager    9 years       MORTGAGE
## 392                      Onsite Administrator    5 years            OWN
## 393                            Office Manager  10+ years       MORTGAGE
## 394                           Law Enforcement  10+ years           RENT
## 395                              Merchandiser   < 1 year            OWN
## 396                      Customer Service Rep  10+ years       MORTGAGE
## 397                   National Sales Director    5 years           RENT
## 398                            QA Coordinator    7 years            OWN
## 399                              Warehouseman  10+ years            OWN
## 400            Transition Delivery Consultant  10+ years       MORTGAGE
## 401                   Outside Sales CoManager    9 years            OWN
## 402                              Cage cashier     1 year           RENT
## 403                  Field Service Technician     1 year           RENT
## 404            Compliance and Records Manager  10+ years       MORTGAGE
## 405                     Firefighter/Paramedic    5 years       MORTGAGE
## 406                       Director of Surgery   < 1 year           RENT
## 407                                  Director    6 years       MORTGAGE
## 408                  bc ops loan proc spec ll    5 years       MORTGAGE
## 409                        Programmer Analyst    2 years           RENT
## 410                                    Driver    3 years       MORTGAGE
## 411                                   manager  10+ years       MORTGAGE
## 412                           Production/Wrap    9 years           RENT
## 413                 Commercial Credit Manager    3 years       MORTGAGE
## 414                     Respiratory Therapist    7 years       MORTGAGE
## 415           Performance Measures Consultant  10+ years       MORTGAGE
## 416                                    Loader    5 years           RENT
## 417                                       CFO    2 years       MORTGAGE
## 418                             Administrator    2 years       MORTGAGE
## 419                          District Manager    3 years           RENT
## 420                                Bus Driver    8 years       MORTGAGE
## 421                                   manager    6 years       MORTGAGE
## 422                                                                RENT
## 423         Director, Grants and Contracts FS   < 1 year       MORTGAGE
## 424                      gaming administrator    2 years       MORTGAGE
## 425                           project manager    6 years       MORTGAGE
## 426                               lab . thec.  10+ years           RENT
## 427                       Valuations Controls  10+ years       MORTGAGE
## 428                            Police Officer  10+ years       MORTGAGE
## 429                          SENIOR ESTIMATOR  10+ years           RENT
## 430                                 Team lead    2 years       MORTGAGE
## 431                                                                RENT
## 432                  Junior family specialist    8 years           RENT
## 433                                            10+ years           RENT
## 434                 Credentialing Coordinator   < 1 year       MORTGAGE
## 435                                      Mate  10+ years       MORTGAGE
## 436                  Senior Financial Analyst    4 years           RENT
## 437                           Finance Advisor    5 years       MORTGAGE
## 438         Director of Campus Sustainability  10+ years            OWN
## 439                              A&P mechanic    2 years       MORTGAGE
## 440            Pharmacy Technician Supervisor     1 year       MORTGAGE
## 441                            Private Banker    3 years       MORTGAGE
## 442        Lead Respiratory Care Practitioner    8 years       MORTGAGE
## 443                        correction officer  10+ years       MORTGAGE
## 444                       Outside Sales Rep.     6 years       MORTGAGE
## 445                                       CEO    2 years       MORTGAGE
## 446                                 Sales Rep    8 years       MORTGAGE
## 447                                              7 years       MORTGAGE
## 448                                                                RENT
## 449                        Executive Director  10+ years       MORTGAGE
## 450                      marketing assistant      1 year           RENT
## 451                         Medical Assistant     1 year           RENT
## 452                      RESEARCH SCIENTIST I  10+ years       MORTGAGE
## 453                                Supervisor  10+ years       MORTGAGE
## 454                             section cello  10+ years           RENT
## 455                                                            MORTGAGE
## 456                          Supervisor of IT  10+ years       MORTGAGE
## 457                                     Admin    6 years            OWN
## 458                                  Mechanic    5 years       MORTGAGE
## 459              elementary education teacher    7 years           RENT
## 460                      Placement Specialist   < 1 year           RENT
## 461                              bus operator    9 years            OWN
## 462                              Bank Manager    7 years            OWN
## 463                              Loan Officer     1 year           RENT
## 464                                  Designer    7 years       MORTGAGE
## 465                        Software Developer   < 1 year           RENT
## 466                          Registered Nurse    5 years       MORTGAGE
## 467                       Sr. Systems Analyst    7 years           RENT
## 468                   Senior Software Manager    6 years       MORTGAGE
## 469                        Conference Manager    2 years           RENT
## 470                                                                 OWN
## 471                           Project Manager  10+ years           RENT
## 472                   Deputy Program Mananger  10+ years           RENT
## 473                                Controller   < 1 year       MORTGAGE
## 474                                    dealef  10+ years       MORTGAGE
## 475                   Operations Coordinator     2 years           RENT
## 476                         commercial driver    2 years           RENT
## 477                            Office Manager    4 years       MORTGAGE
## 478                      auto body technician  10+ years            OWN
## 479                                  Clerical  10+ years       MORTGAGE
## 480                       admitting registrar    8 years           RENT
## 481                    Head Golf Professional    5 years           RENT
## 482                   3rd shift store manager  10+ years       MORTGAGE
## 483                              AUTO PAINTER    4 years           RENT
## 484                                Carpenter   10+ years            OWN
## 485                          Electro-Mechanic  10+ years       MORTGAGE
## 486                           Data Specialist  10+ years       MORTGAGE
## 487                      Household Specialist    9 years       MORTGAGE
## 488                         Security Engineer   < 1 year       MORTGAGE
## 489                            Security guard    5 years           RENT
## 490                          Master Craftsman   < 1 year       MORTGAGE
## 491    Technician / Quality Control Technican    4 years       MORTGAGE
## 492                            SVP Operations    7 years       MORTGAGE
## 493                               Lab Manager    6 years           RENT
## 494                Senior Security Consultant   < 1 year       MORTGAGE
## 495                                            10+ years       MORTGAGE
## 496                Engineering Technician III  10+ years       MORTGAGE
## 497                                Supervisor    9 years           RENT
## 498                       Key Account Manager    2 years           RENT
## 499                    Senior Buyer / Planner    3 years       MORTGAGE
## 500  Senior Marketing Publications Specialist   < 1 year            OWN
## 501                        physical therapist  10+ years       MORTGAGE
## 502                              fire fighter  10+ years       MORTGAGE
## 503                                 Professor  10+ years       MORTGAGE
## 504                                       bpa    5 years       MORTGAGE
## 505               Police Officer (Lieutenant)    9 years       MORTGAGE
## 506                  Quality / Safety Manager   < 1 year       MORTGAGE
## 507                                  Attorney     1 year       MORTGAGE
## 508                                            10+ years           RENT
## 509                              Risk Manager   < 1 year       MORTGAGE
## 510                      Marketing Consultant   < 1 year       MORTGAGE
## 511                              Data Analyst   < 1 year           RENT
## 512                              inside sales    2 years       MORTGAGE
## 513                              WG-2810-10/5  10+ years           RENT
## 514                            DE underwriter    3 years       MORTGAGE
## 515                                   Manager   < 1 year           RENT
## 516         Senior Team Lead - Infrastructure    2 years       MORTGAGE
## 517                        Operations Manager    2 years       MORTGAGE
## 518                          REGISTERED NURSE  10+ years       MORTGAGE
## 519                          Police Sergeant   10+ years       MORTGAGE
## 520                                   Manager  10+ years           RENT
## 521                                 Paralegal    3 years           RENT
## 522                                 Motor Man  10+ years       MORTGAGE
## 523                                   Auditor  10+ years       MORTGAGE
## 524                                Accountant    2 years           RENT
## 525                            Administrative    9 years       MORTGAGE
## 526                                      ARNP  10+ years           RENT
## 527                            Branch Manager  10+ years           RENT
## 528              Medical Imaging Technologist    6 years           RENT
## 529                       Claim Represenative  10+ years       MORTGAGE
## 530                Manger of Drivers Managers  10+ years            OWN
## 531              Production Planning Manager      1 year            OWN
## 532                                        VP    4 years       MORTGAGE
## 533                           general manager  10+ years       MORTGAGE
## 534                                     Sales  10+ years            OWN
## 535                          Pharmacy manager  10+ years            OWN
## 536                Assistant Dean of Students    3 years           RENT
## 537                                  Coating    < 1 year           RENT
## 538                    Senior Account Manager    8 years           RENT
## 539                        maintenance  mech   10+ years       MORTGAGE
## 540                          Quality Control   10+ years            OWN
## 541                                  capenter    5 years           RENT
## 542                         Fork truck driver     1 year       MORTGAGE
## 543                             manufacturing  10+ years            OWN
## 544                                   Manager    2 years            OWN
## 545                      Assistant Controller   < 1 year       MORTGAGE
## 546                        Accounting Manager  10+ years       MORTGAGE
## 547                        distribution clerk  10+ years       MORTGAGE
## 548       Director of Benefits Establishement    6 years           RENT
## 549                 Transportation supervisor    9 years       MORTGAGE
## 550                  Administrative Assistant  10+ years       MORTGAGE
## 551                             pharmacy tech  10+ years       MORTGAGE
## 552                                    Driver    3 years           RENT
## 553                                                            MORTGAGE
## 554                               Team Leader  10+ years       MORTGAGE
## 555           Business Implementation Manager  10+ years       MORTGAGE
## 556                        Purchasing Manager  10+ years       MORTGAGE
## 557                       Sr. Account Manager     1 year           RENT
## 558                    Senior Systems Analyst  10+ years       MORTGAGE
## 559                    RN - Clinical Educator    4 years       MORTGAGE
## 560                                    Driver    4 years           RENT
## 561                                Accountant    5 years       MORTGAGE
## 562         Asst. Branch Manager/Op's Manager    5 years            OWN
## 563            Sr. Subcontracts Administrator    2 years       MORTGAGE
## 564                         Medical Assistant    9 years       MORTGAGE
## 565                     Utility 3 Maintenance    5 years       MORTGAGE
## 566             Business Applications Analyst    6 years       MORTGAGE
## 567                     Major Account Manager  10+ years       MORTGAGE
## 568                        IT Support Manager  10+ years       MORTGAGE
## 569                                      R.N.    9 years       MORTGAGE
## 570                                      tech  10+ years       MORTGAGE
## 571                     Operations Supervisor  10+ years           RENT
## 572                                Controller    9 years       MORTGAGE
## 573                          Category Manager  10+ years       MORTGAGE
## 574                      Skydiving Instrustor  10+ years           RENT
## 575                                  Engineer    8 years           RENT
## 576                                     nurse    3 years       MORTGAGE
## 577                           Senior Engineer    5 years       MORTGAGE
## 578                           General Manager  10+ years       MORTGAGE
## 579                            Branch Manager    2 years           RENT
## 580                                 executive  10+ years       MORTGAGE
## 581                                   Manager  10+ years           RENT
## 582         Content Owner, Business Sales Ops    6 years           RENT
## 583                                  Designer  10+ years       MORTGAGE
## 584              Child Support Specialist III  10+ years            OWN
## 585                           Finance Manager    2 years       MORTGAGE
## 586                        Compliance Tech II    3 years           RENT
## 587                                Bookkeeper  10+ years       MORTGAGE
## 588                         Lending Associate    2 years           RENT
## 589      Director of Learning and Development    5 years       MORTGAGE
## 590                                   Foreman  10+ years       MORTGAGE
## 591                               field nurse  10+ years       MORTGAGE
## 592                    Field Sales Consultant    9 years       MORTGAGE
## 593                 US Director of Operations    4 years       MORTGAGE
## 594                Clinical Support Assistant    5 years           RENT
## 595                       Mechanical Engineer    6 years       MORTGAGE
## 596                                Production  10+ years       MORTGAGE
## 597                            Lan Technician   < 1 year           RENT
## 598           Cell Lead/ Training Coordinator    8 years       MORTGAGE
## 599                                   Teacher    5 years           RENT
## 600                       Vp of Merchandising    2 years           RENT
## 601                                      SALE    7 years       MORTGAGE
## 602                                                            MORTGAGE
## 603                                 Principal  10+ years       MORTGAGE
## 604                         Senior Consultant    6 years       MORTGAGE
## 605                                    Driver  10+ years       MORTGAGE
## 606              edicational support services    7 years       MORTGAGE
## 607                          Registered Nurse    2 years           RENT
## 608                                   Teacher  10+ years       MORTGAGE
## 609                              Machine Hand  10+ years       MORTGAGE
## 610                  Director Human Resources  10+ years       MORTGAGE
## 611                                 Groundman   < 1 year           RENT
## 612                         District Director  10+ years       MORTGAGE
## 613                                  marketer    6 years           RENT
## 614                        Operations manager    2 years       MORTGAGE
## 615  Naval sea systems command mechanical eng  10+ years       MORTGAGE
## 616                    Chief Clinical Officer   < 1 year       MORTGAGE
## 617                                 Principal  10+ years       MORTGAGE
## 618                      Supervisor Librarian    2 years       MORTGAGE
## 619               Business Process Reengineer   < 1 year       MORTGAGE
## 620                                   teacher  10+ years           RENT
## 621                  Asset Management Analyst    4 years       MORTGAGE
## 622                                 marketing  10+ years           RENT
## 623                       Assistant Professor  10+ years            OWN
## 624                                    driver    7 years           RENT
## 625                  Assistant Vice President    3 years           RENT
## 626                             Fleet manager     1 year       MORTGAGE
## 627                      Executive assistance    4 years           RENT
## 628             Private Dining Sales Director   < 1 year           RENT
## 629                    Residential Sales Lead    2 years           RENT
## 630                              Case Manager     1 year           RENT
## 631                        Medical Logistics     2 years           RENT
## 632                          Press operrator   10+ years           RENT
## 633                              Art Director  10+ years           RENT
## 634                              lead teacher   < 1 year       MORTGAGE
## 635                          Front desk clerk    9 years           RENT
## 636                                              6 years           RENT
## 637                                 Logistics  10+ years       MORTGAGE
## 638                                 Physician    2 years           RENT
## 639                           EHS Coordinator    6 years           RENT
## 640                                   teacher  10+ years       MORTGAGE
## 641                 Human Resource Specialist    5 years           RENT
## 642              Payroll & Benefits Assistant   < 1 year       MORTGAGE
## 643                     LOCAL SORT SUPERVISOR    6 years       MORTGAGE
## 644                           Area Supervisor  10+ years       MORTGAGE
## 645                          Spray applicator  10+ years           RENT
## 646                         operations manger  10+ years       MORTGAGE
## 647                                                            MORTGAGE
## 648                              Truck Driver    9 years       MORTGAGE
## 649                             Nurse Manager    2 years           RENT
## 650                         Physician- OB/GYN    5 years           RENT
## 651                                IT Anaylst    4 years            OWN
## 652                  IT Operations Technician    3 years           RENT
## 653         City Government Relations Manager    4 years           RENT
## 654                           account manager  10+ years       MORTGAGE
## 655                                 Mfg buyer    5 years       MORTGAGE
## 656                       Assistant Principal  10+ years       MORTGAGE
## 657                          Flight Attendant    7 years       MORTGAGE
## 658                                technition    3 years       MORTGAGE
## 659                             IT Consultant  10+ years       MORTGAGE
## 660                                        RN    3 years           RENT
## 661                                   teacher  10+ years       MORTGAGE
## 662                                    Server    4 years           RENT
## 663                         1st Grade Teacher    3 years           RENT
## 664                Institutional Equity Sales    3 years           RENT
## 665                             Sales manager    3 years           RENT
## 666                             General clerk  10+ years           RENT
## 667                            Branch Manager    5 years       MORTGAGE
## 668                                   feeders  10+ years       MORTGAGE
## 669                  Senior Software Engineer  10+ years       MORTGAGE
## 670                                   Manager    9 years       MORTGAGE
## 671                             Service Dept.    2 years       MORTGAGE
## 672                      Dual-rate Supervisor    7 years       MORTGAGE
## 673                            RBS Specialist  10+ years           RENT
## 674                   Account Sales Executive    7 years           RENT
## 675                         assistant manager    5 years           RENT
## 676                                                            MORTGAGE
## 677                            Vice-President  10+ years            OWN
## 678                                     Sales    3 years       MORTGAGE
## 679                                  Director     1 year       MORTGAGE
## 680                    ROOM SERVICE ASSOCIATE  10+ years            OWN
## 681                                              3 years           RENT
## 682                      Director of Research  10+ years       MORTGAGE
## 683                       Sr. Policy Director    7 years       MORTGAGE
## 684                       DataCenter Engineer    2 years           RENT
## 685                 Sr. Assignment Technician  10+ years           RENT
## 686                                                                 OWN
## 687                                  Producer    3 years       MORTGAGE
## 688                              VP Marketing     1 year       MORTGAGE
## 689                         SENIOR ACCOUNTANT  10+ years       MORTGAGE
## 690                          A/C SHOP FOREMAN  10+ years       MORTGAGE
## 691          Director of Business Development    2 years       MORTGAGE
## 692                       Wastewater Operator    4 years            OWN
## 693                                   dentist  10+ years       MORTGAGE
## 694                   Weapon Systems Engineer   < 1 year       MORTGAGE
## 695                                     DSWII  10+ years       MORTGAGE
## 696                                Accountant    6 years       MORTGAGE
## 697                                 Conductor  10+ years       MORTGAGE
## 698                    Medical Review Analyst   < 1 year           RENT
## 699                              Attorney III  10+ years       MORTGAGE
## 700                                 Clinician    5 years       MORTGAGE
## 701                          Registered Nurse    3 years           RENT
## 702                             Plant Manager  10+ years       MORTGAGE
## 703                           Police Sergeant  10+ years       MORTGAGE
## 704                          Printer Operator  10+ years       MORTGAGE
## 705                                                                 OWN
## 706                                                                RENT
## 707                         Customer service   10+ years            OWN
## 708                     real estate appraiser  10+ years           RENT
## 709                            Division Chief     1 year           RENT
## 710                           General Manager     1 year       MORTGAGE
## 711                                                            MORTGAGE
## 712                       Resource Specalist    < 1 year       MORTGAGE
## 713                                                            MORTGAGE
## 714                  Administrative Assistant   < 1 year       MORTGAGE
## 715                                  Director    5 years       MORTGAGE
## 716                  Reimbursement Specialist    2 years           RENT
## 717                           Quality Analyst    9 years           RENT
## 718    Assistant Vice President / Service Mgr    3 years           RENT
## 719                      Probation and parole  10+ years            OWN
## 720                                                            MORTGAGE
## 721                       Associate Director   10+ years       MORTGAGE
## 722                  Officer Strength Manager  10+ years       MORTGAGE
## 723                              QA Inspector  10+ years       MORTGAGE
## 724                         Technical Trainer    2 years       MORTGAGE
## 725                Mental Health Practitioner    6 years       MORTGAGE
## 726                                     Agent  10+ years           RENT
## 727  Dir. of Integrated Mkting & Website Comm    2 years           RENT
## 728                           Client engineer    5 years            OWN
## 729         Office Engineering Technician III  10+ years       MORTGAGE
## 730                                Supervisor  10+ years       MORTGAGE
## 731                      Auto Body Technician    7 years       MORTGAGE
## 732                                     Pilot    8 years       MORTGAGE
## 733                    Senior Admin Assistant  10+ years           RENT
## 734                          Registered Nurse    2 years       MORTGAGE
## 735                         Building Director     1 year            OWN
## 736                                                                RENT
## 737                                        IT  10+ years       MORTGAGE
## 738              Aircraft Sheetmetal Mechanic  10+ years           RENT
## 739                                technician    2 years           RENT
## 740                            Office Manager  10+ years           RENT
## 741                        Feild Service Tech     1 year           RENT
## 742                           Project Manager  10+ years            OWN
## 743                            Lab Technician  10+ years           RENT
## 744           Director of Sales and Marketing  10+ years           RENT
## 745                            Mail Processor  10+ years       MORTGAGE
## 746                            OFFICE MANAGER    9 years           RENT
## 747                                                                RENT
## 748                    journeyman electrician  10+ years       MORTGAGE
## 749                                              8 years       MORTGAGE
## 750                          Registered Nurse  10+ years       MORTGAGE
## 751    Vice President Plastic Tube Sales West    6 years           RENT
## 752                 Senior Programmer/Analyst  10+ years       MORTGAGE
## 753                       seafood asst manger    9 years       MORTGAGE
## 754                           Product Manager     1 year       MORTGAGE
## 755                                   Manager    5 years           RENT
## 756                        network specialist  10+ years       MORTGAGE
## 757                            BUDGET ANAYLST    6 years           RENT
## 758                Assistant Property Manager   < 1 year           RENT
## 759                       Payroll Coordinator     1 year           RENT
## 760                    Collections Supervisor    8 years       MORTGAGE
## 761                        Marketing Director    4 years       MORTGAGE
## 762                                 President  10+ years       MORTGAGE
## 763                        Operations Manager  10+ years       MORTGAGE
## 764                                   Teacher    9 years       MORTGAGE
## 765                           Quality Analyst   < 1 year       MORTGAGE
## 766                            superintendent    9 years       MORTGAGE
## 767                              Process Tech    7 years       MORTGAGE
## 768                         Assistant Manager  10+ years       MORTGAGE
## 769                                     Sales    4 years       MORTGAGE
## 770                           certified coder  10+ years           RENT
## 771                    Technology Coordinator     1 year       MORTGAGE
## 772              Business Development Manager    2 years       MORTGAGE
## 773                                Controller    3 years       MORTGAGE
## 774                           General Manger     7 years       MORTGAGE
## 775                        Program Specialist    6 years       MORTGAGE
## 776    associate director of student services    5 years           RENT
## 777                     Food Service Director    2 years           RENT
## 778                                     Sales    2 years           RENT
## 779                                   Auditor   < 1 year           RENT
## 780                                   Analyst    2 years       MORTGAGE
## 781                               sales/stock  10+ years           RENT
## 782                       Exercise Specialist    3 years       MORTGAGE
## 783                                     sewer  10+ years       MORTGAGE
## 784                             Supply Chain     2 years       MORTGAGE
## 785                        Operations Manager    2 years       MORTGAGE
## 786                        Account Executive     8 years       MORTGAGE
## 787                            Press operator  10+ years       MORTGAGE
## 788                certified nurse assistance    6 years       MORTGAGE
## 789                               Team Member  10+ years       MORTGAGE
## 790        Senior Clinical Research Associate   < 1 year           RENT
## 791                                              2 years           RENT
## 792                                 Sous Chef    9 years           RENT
## 793                                    Doctor     1 year           RENT
## 794                                                                 OWN
## 795               Lab Manager/Lead Technician    7 years           RENT
## 796                                 Associate   < 1 year           RENT
## 797                                     sales   < 1 year           RENT
## 798                            Medical Scribe   < 1 year            OWN
## 799          Credit Risk & Compliance Analyst    3 years           RENT
## 800                             W&I inspector    2 years           RENT
## 801                        Accounting Manager  10+ years       MORTGAGE
## 802                         DEVELOPMENTAL AID  10+ years       MORTGAGE
## 803                        Guidance Counselor  10+ years       MORTGAGE
## 804                           qaulity control    6 years       MORTGAGE
## 805         Compter Refresh Floor Coordinator    4 years       MORTGAGE
## 806              Senior Engineering Inspector  10+ years       MORTGAGE
## 807                                                            MORTGAGE
## 808                        Research Associate     1 year       MORTGAGE
## 809                      Deputy City Attorney    9 years       MORTGAGE
## 810                                 Associate    5 years           RENT
## 811                          VP of Operations  10+ years       MORTGAGE
## 812                            Vice President    6 years           RENT
## 813                                 Counselor    3 years       MORTGAGE
## 814              Information Security Officer  10+ years       MORTGAGE
## 815                    call center specialist    7 years           RENT
## 816                         tructure machanic    5 years       MORTGAGE
## 817                                       CTO  10+ years       MORTGAGE
## 818                                                                RENT
## 819                        Operations Manager  10+ years            OWN
## 820                                   manager  10+ years       MORTGAGE
## 821                                Management  10+ years           RENT
## 822                   Senior Network Engineer    2 years           RENT
## 823          Manager- Financial Advice Center  10+ years       MORTGAGE
## 824                     Service Level Manager    3 years       MORTGAGE
## 825                        Operations Manager    5 years           RENT
## 826              Sr. Administrative Assistant     1 year       MORTGAGE
## 827                                    IT SPC  10+ years            OWN
## 828                       Production Manager      1 year            OWN
## 829                    Regional Sales Manager  10+ years           RENT
## 830                                rolltender    2 years            OWN
## 831                                                                RENT
## 832                                   Captain  10+ years       MORTGAGE
## 833                                Supervisor    5 years       MORTGAGE
## 834            Radio Communications Operator   10+ years       MORTGAGE
## 835                              Freight Crew  10+ years       MORTGAGE
## 836                Territory Business Manager    2 years           RENT
## 837                Project Support Specialist    3 years       MORTGAGE
## 838            Table Games Supervisor/ Dealer    3 years           RENT
## 839        Remarketing Services Sales Manager    3 years       MORTGAGE
## 840                                    Banker     1 year           RENT
## 841                       reasearch associate    3 years           RENT
## 842                          Business Analyst   < 1 year       MORTGAGE
## 843                 Member Service Specialist     1 year       MORTGAGE
## 844                        Nurse Practitioner  10+ years       MORTGAGE
## 845                                     sales  10+ years       MORTGAGE
## 846                               Team Leader   < 1 year       MORTGAGE
## 847                                    Deputy  10+ years       MORTGAGE
## 848                 special education teacher    7 years           RENT
## 849                          Registered Nurse  10+ years           RENT
## 850                         Software Engineer     1 year           RENT
## 851                    Electronics Technician    6 years           RENT
## 852                                 HVAC Tech  10+ years       MORTGAGE
## 853                                                                RENT
## 854       Lead Infrastructure Design Engineer     1 year       MORTGAGE
## 855                           General Manager   < 1 year           RENT
## 856                                ACCOUNTANT     1 year           RENT
## 857                            CSS Supervisor  10+ years           RENT
## 858                         Financial Analyst  10+ years       MORTGAGE
## 859                             Clinical tech    4 years           RENT
## 860                           safaety manager   < 1 year       MORTGAGE
## 861                                 associate  10+ years       MORTGAGE
## 862                                                                 OWN
## 863                  Administrative Assistant  10+ years            OWN
## 864                                   MANAGER    9 years       MORTGAGE
## 865                     Assoc. Vice President   < 1 year       MORTGAGE
## 866                             Mason Foreman  10+ years            OWN
## 867                                 LPn Nurse   < 1 year       MORTGAGE
## 868                    Motor Vehicle Operator  10+ years       MORTGAGE
## 869                      Sheet metal Mechanic  10+ years           RENT
## 870                                            10+ years       MORTGAGE
## 871                          machine operator  10+ years       MORTGAGE
## 872                         security support   10+ years       MORTGAGE
## 873   System Analyst External Communications     4 years            OWN
## 874                           SERVICE MANAGER  10+ years            OWN
## 875                           Office Engineer    4 years       MORTGAGE
## 876          Evidence/Crime Scene Specialist   10+ years       MORTGAGE
## 877                           General Manager     1 year            OWN
## 878                            Data Scientist  10+ years            OWN
## 879                              Maintenance   10+ years       MORTGAGE
## 880                                   trooper    5 years       MORTGAGE
## 881                                    Barber    5 years           RENT
## 882                   Project Team Specialist    7 years           RENT
## 883                           System Engineer    6 years           RENT
## 884              Service Contract Facilitator    7 years       MORTGAGE
## 885            Manager Information Technology    3 years           RENT
## 886                                     NURSE    3 years           RENT
## 887                          Dental hygienist  10+ years       MORTGAGE
## 888                                    Priest  10+ years       MORTGAGE
## 889                      PERSONNEL SPECIALIST     1 year           RENT
## 890                           Sr Permit Clerk    8 years           RENT
## 891                           Area Specialist     1 year           RENT
## 892                           Loss Prevention   < 1 year           RENT
## 893                                                            MORTGAGE
## 894                             EVP Marketing     1 year       MORTGAGE
## 895                                   Manager    5 years       MORTGAGE
## 896                                              7 years       MORTGAGE
## 897                                   Officer  10+ years            OWN
## 898   Nursing Facility Transition Coordinator     1 year           RENT
## 899                         Software Engineer    2 years           RENT
## 900                              Case Manager  10+ years       MORTGAGE
## 901                 Child and Family Advocate    3 years           RENT
## 902                                GATE AGENT  10+ years       MORTGAGE
## 903                     Senior Field Examiner  10+ years           RENT
## 904                         File Clerk/Runner    2 years       MORTGAGE
## 905                         Assistant Manager    7 years       MORTGAGE
## 906     supervising deputy public conservator  10+ years           RENT
## 907                           service manager    2 years           RENT
## 908                                   Captain    9 years           RENT
## 909                                              7 years           RENT
## 910                              Market Coach  10+ years           RENT
## 911                                  Operator  10+ years       MORTGAGE
## 912           Retail Merchandising Supervisor  10+ years       MORTGAGE
## 913                               apprentice      1 year           RENT
## 914                          Flight Attendant    4 years       MORTGAGE
## 915                                 body tech    6 years           RENT
## 916                           project manager    5 years       MORTGAGE
## 917                                 Executive   < 1 year       MORTGAGE
## 918                                  Lecturer    9 years           RENT
## 919                Technical Services Manager  10+ years       MORTGAGE
## 920  Organization Development and Training Of  10+ years       MORTGAGE
## 921                             Pharmacy Tech    3 years           RENT
## 922                            Vice President    3 years           RENT
## 923                                IT Manager     1 year       MORTGAGE
## 924                                                            MORTGAGE
## 925                                  Attorney     1 year           RENT
## 926                                 Professor  10+ years           RENT
## 927                              Paraeducator  10+ years           RENT
## 928                                 Sales rep    6 years       MORTGAGE
## 929                                            10+ years           RENT
## 930                                  Mechanic  10+ years           RENT
## 931                           Quality Control  10+ years       MORTGAGE
## 932                                 TEch lead    3 years           RENT
## 933                                            10+ years       MORTGAGE
## 934                   Senior Research Analyst   < 1 year           RENT
## 935                   POS Support coordinator  10+ years       MORTGAGE
## 936                           Account Manager  10+ years           RENT
## 937                    Managers of Operations  10+ years       MORTGAGE
## 938                      Sr Software Engineer     1 year           RENT
## 939                                   Manager    8 years       MORTGAGE
## 940                         semi truck driver    8 years           RENT
## 941                                Technician  10+ years           RENT
## 942                           site supervisor  10+ years       MORTGAGE
## 943                           Operations Tech    4 years           RENT
## 944                                   Captain    9 years       MORTGAGE
## 945                             HR Generalist    7 years       MORTGAGE
## 946                                    Worker   < 1 year           RENT
## 947                          Purchasing Agent  10+ years       MORTGAGE
## 948             Senior Application Programmer  10+ years       MORTGAGE
## 949                              Food Service  10+ years           RENT
## 950                                        RN    5 years       MORTGAGE
## 951                                   Auditor    8 years           RENT
## 952               Sr. Manager General Affairs    6 years       MORTGAGE
## 953                Senior Audience Strategist   < 1 year           RENT
## 954                              Area Manager  10+ years           RENT
## 955                         Massage Therapist    7 years       MORTGAGE
## 956                                Supervisor  10+ years           RENT
## 957                             ADM TECHNICAN    6 years       MORTGAGE
## 958                                 Secretary  10+ years            OWN
## 959                            Tax Accountant   < 1 year            OWN
## 960                                   Teacher    3 years           RENT
## 961                        Associate Attorney     1 year           RENT
## 962                            Civil Engineer  10+ years           RENT
## 963                              Sr Recruiter    3 years       MORTGAGE
## 964                           Insurance Agent  10+ years       MORTGAGE
## 965                        Lieutenant Colonel  10+ years       MORTGAGE
## 966                                     sales  10+ years       MORTGAGE
## 967                                   Sr. GM     3 years            OWN
## 968                    Group Operation Manger    8 years           RENT
## 969                          judicial officer    4 years           RENT
## 970                                  Designer  10+ years       MORTGAGE
## 971         Engineering Project Administrator  10+ years       MORTGAGE
## 972                                  Foreman   10+ years       MORTGAGE
## 973                       Sr. Program Manager    3 years       MORTGAGE
## 974                      Fitness Professional    8 years           RENT
## 975                 Sales and Leasing Manager     1 year           RENT
## 976                Assembly and Shipping Lead    2 years       MORTGAGE
## 977                          Pharmacy Manager  10+ years       MORTGAGE
## 978                          Registered Nurse   < 1 year           RENT
## 979                                supervisor  10+ years       MORTGAGE
## 980                      Customer Service Rep    2 years            OWN
## 981                         nursing assistant    5 years           RENT
## 982                          machine operator  10+ years       MORTGAGE
## 983                           Biology teacher    5 years       MORTGAGE
## 984                  Executive Vice President  10+ years            OWN
## 985                                   OR Tech  10+ years       MORTGAGE
## 986                 Test Development Engineer   < 1 year           RENT
## 987                                   Teacher  10+ years       MORTGAGE
## 988                 Asst. Clinical Supervisor    2 years       MORTGAGE
## 989                               Sr. Manager    6 years            OWN
## 990             Inventory Control Maintenance    5 years           RENT
## 991                     Respiratory Therapist    6 years       MORTGAGE
## 992                             auto adjuster  10+ years       MORTGAGE
## 993                        Support Technician    5 years       MORTGAGE
## 994                                   Manager     1 year       MORTGAGE
## 995                                   Manager  10+ years       MORTGAGE
## 996                             Store Manager    3 years       MORTGAGE
## 997                                   Teacher  10+ years           RENT
## 998                Medical Service Cordinator    7 years           RENT
## 999                               Maintenance    3 years       MORTGAGE
## 1000                                    labor    3 years       MORTGAGE
## 1001                             Squad Leader  10+ years           RENT
## 1002                  Underwriting Supervisor    3 years           RENT
## 1003                                           10+ years       MORTGAGE
## 1004                                 Receiver     1 year           RENT
## 1005                          Legal Secretary  10+ years       MORTGAGE
## 1006                             Infrantryman    3 years           RENT
## 1007                                Therapist    4 years       MORTGAGE
## 1008                            Special Agent    6 years       MORTGAGE
## 1009                 licensed practical nurse    2 years           RENT
## 1010                            Social Worker    7 years           RENT
## 1011                                  Manager  10+ years           RENT
## 1012                               File Clerk  10+ years       MORTGAGE
## 1013                                                               RENT
## 1014            Senior BDR and Banquet Server     1 year       MORTGAGE
## 1015                              Farm Worker  10+ years           RENT
## 1016                                                           MORTGAGE
## 1017         Applications Development Manager    2 years       MORTGAGE
## 1018                          Human Resources  10+ years       MORTGAGE
## 1019                                                               RENT
## 1020                         Scan coordinator  10+ years           RENT
## 1021                       Nurse practitioner   < 1 year           RENT
## 1022                   Field Service Engineer    4 years       MORTGAGE
## 1023                    Chief, Service Branch    4 years       MORTGAGE
## 1024                                   Driver    7 years            OWN
## 1025                                                           MORTGAGE
## 1026                              Coordinator  10+ years           RENT
## 1027                            Sales Manager    2 years       MORTGAGE
## 1028                    Development Counselor    7 years           RENT
## 1029                              Trainmaster  10+ years       MORTGAGE
## 1030                            Sales Manager     1 year           RENT
## 1031                Detention Service Officer    6 years       MORTGAGE
## 1032                            IT Specialist    5 years       MORTGAGE
## 1033                              electrician    9 years           RENT
## 1034                               supervisor  10+ years           RENT
## 1035                           Chef De Partie     1 year           RENT
## 1036                Area Retail Sales Manager  10+ years       MORTGAGE
## 1037                       Accounting Manager  10+ years       MORTGAGE
## 1038                                Counselor  10+ years       MORTGAGE
## 1039                           office manager    7 years       MORTGAGE
## 1040                          Solutions Clerk  10+ years           RENT
## 1041                                    Sales    2 years           RENT
## 1042                       Production Manager     1 year           RENT
## 1043                                Professor  10+ years           RENT
## 1044                            Administrator  10+ years       MORTGAGE
## 1045                          General Manager    3 years           RENT
## 1046                                 engineer  10+ years       MORTGAGE
## 1047                                Team Lead  10+ years           RENT
## 1048                                   driver  10+ years       MORTGAGE
## 1049                          Quality Control    6 years            OWN
## 1050                          Project Manager    3 years           RENT
## 1051                         Finance Director    7 years       MORTGAGE
## 1052          Customer Service Representative     1 year           RENT
## 1053                           Office Manager  10+ years       MORTGAGE
## 1054                              Calibrator   10+ years           RENT
## 1055                           Office Manager  10+ years           RENT
## 1056                         General Manager   10+ years           RENT
## 1057                          Human Resources    7 years       MORTGAGE
## 1058                          Project Manager    8 years           RENT
## 1059                     Conservation Officer  10+ years       MORTGAGE
## 1060                               mail clerk  10+ years           RENT
## 1061                        Acute Dialysis RN   < 1 year       MORTGAGE
## 1062                       Operations Manager  10+ years            OWN
## 1063                                  manager    3 years       MORTGAGE
## 1064                 Customer Service Advisor    3 years       MORTGAGE
## 1065                 administrative assistant    4 years       MORTGAGE
## 1066                          Program Manager    2 years           RENT
## 1067                          Auto Technician  10+ years           RENT
## 1068              Building maintenance worker    7 years           RENT
## 1069                           Senior Manager    5 years       MORTGAGE
## 1070                              team leader  10+ years           RENT
## 1071                          Production Mgr.  10+ years       MORTGAGE
## 1072                                      Tax   < 1 year           RENT
## 1073                                   DRIVER  10+ years           RENT
## 1074                          Project manager     1 year           RENT
## 1075                          service manager  10+ years       MORTGAGE
## 1076         Service Dept./ Customer Service     3 years           RENT
## 1077                                  Teacher    7 years           RENT
## 1078                     Relationship Manager    7 years           RENT
## 1079                      Industrial Designer    5 years           RENT
## 1080                        INVENTORY MANAGER    8 years           RENT
## 1081                         Systems Engineer    7 years       MORTGAGE
## 1082                       sr. policy advisor  10+ years       MORTGAGE
## 1083                                             3 years       MORTGAGE
## 1084                                           10+ years       MORTGAGE
## 1085                        Warehouse Manager    3 years       MORTGAGE
## 1086                                       RN    2 years       MORTGAGE
## 1087                         Driver/Messenger  10+ years           RENT
## 1088                           OWNER/OPERATOR    7 years       MORTGAGE
## 1089                          Ship/Rcvng Lead    8 years           RENT
## 1090                           Senior Manager  10+ years       MORTGAGE
## 1091                            Processor/CSA     1 year           RENT
## 1092                       Program Specialist    2 years           RENT
## 1093                             A&P Mechanic    7 years       MORTGAGE
## 1094                            Software Engg   < 1 year           RENT
## 1095                                             3 years           RENT
## 1096                       Program Specialist    6 years           RENT
## 1097                                President    3 years       MORTGAGE
## 1098                                                               RENT
## 1099                                  manager  10+ years       MORTGAGE
## 1100                        Librarian/Teacher  10+ years       MORTGAGE
## 1101                                Machinist  10+ years       MORTGAGE
## 1102                           Branch Manager   < 1 year           RENT
## 1103                        SERVICE SALES REP  10+ years       MORTGAGE
## 1104                             Housekeeping    4 years           RENT
## 1105                  Foreign Service Officer    3 years           RENT
## 1106          Graduation/Transcript Evaluator    5 years           RENT
## 1107                 Senior Production Artist    5 years           RENT
## 1108                         Killer Apartment  10+ years       MORTGAGE
## 1109                               Admitting   10+ years           RENT
## 1110                               xray tech.  10+ years       MORTGAGE
## 1111                        Commercial driver     1 year       MORTGAGE
## 1112                                             5 years           RENT
## 1113                                  Manager    4 years           RENT
## 1114                 Executive Staff Director  10+ years       MORTGAGE
## 1115                          Project Manager  10+ years       MORTGAGE
## 1116                              supervisor   10+ years           RENT
## 1117                 Member Relations Manager   < 1 year       MORTGAGE
## 1118                                  teacher  10+ years       MORTGAGE
## 1119                                                               RENT
## 1120                         Project Engineer  10+ years       MORTGAGE
## 1121                      PHARMACY TECHNICIAN    7 years           RENT
## 1122                       Programmer Analyst    5 years           RENT
## 1123                          RN Case Manager    2 years       MORTGAGE
## 1124                        Senior Accountant    6 years           RENT
## 1125                                             4 years           RENT
## 1126                         Customer Service     1 year           RENT
## 1127                                 Engineer  10+ years       MORTGAGE
## 1128                                                                OWN
## 1129                         Project Director    9 years       MORTGAGE
## 1130                           Plant Operator    4 years            OWN
## 1131                   Informatics Supervisor    5 years       MORTGAGE
## 1132                                 Sr Buyer    7 years       MORTGAGE
## 1133                              Underwriter    3 years           RENT
## 1134                         Program Director  10+ years       MORTGAGE
## 1135                        Purchasing Agent     4 years           RENT
## 1136                           Police Officer  10+ years       MORTGAGE
## 1137                                             9 years       MORTGAGE
## 1138                                Sales Rep    7 years       MORTGAGE
## 1139                                 Minister    6 years       MORTGAGE
## 1140                                  Manager    4 years           RENT
## 1141                   Dealer Account Manager     1 year           RENT
## 1142     Executive Assistant to the President  10+ years       MORTGAGE
## 1143                  Relationship Manager II    5 years       MORTGAGE
## 1144                                       EA   < 1 year           RENT
## 1145                                           10+ years       MORTGAGE
## 1146                                           10+ years           RENT
## 1147                                  teacher  10+ years            OWN
## 1148                   Mechanical Engineer II    3 years           RENT
## 1149                 Financial Representative    4 years           RENT
## 1150                       Operations Manager    8 years           RENT
## 1151                     Asst. Vice President  10+ years            OWN
## 1152                      Contract Specialist  10+ years       MORTGAGE
## 1153                          Account Manager    4 years       MORTGAGE
## 1154          Transportation Security Officer    7 years           RENT
## 1155                    Ass't Project Manager   < 1 year           RENT
## 1156                                                                OWN
## 1157           Nurse Practitioner, Instructor    3 years       MORTGAGE
## 1158                           MRI technitian    5 years       MORTGAGE
## 1159                           Sales Engineer    6 years       MORTGAGE
## 1160                          Sr. UX Designer    9 years       MORTGAGE
## 1161                           Head Custodian    8 years       MORTGAGE
## 1162                             Tax Examiner    7 years           RENT
## 1163                                  teacher  10+ years           RENT
## 1164                                                           MORTGAGE
## 1165         Registered Respiratory Therapist    8 years           RENT
## 1166                                      SLP  10+ years       MORTGAGE
## 1167                                 Director  10+ years       MORTGAGE
## 1168                            Sales Manager    9 years       MORTGAGE
## 1169                            HOUSE SUP. RN  10+ years       MORTGAGE
## 1170                                    Nurse    6 years           RENT
## 1171                            Chart Analyst  10+ years           RENT
## 1172                                                                OWN
## 1173                                machinist  10+ years       MORTGAGE
## 1174                                     bkkp  10+ years           RENT
## 1175                    Field Service Manager    6 years       MORTGAGE
## 1176                     Equipment Specialist  10+ years       MORTGAGE
## 1177             Director of the Bach Society  10+ years       MORTGAGE
## 1178                               Management  10+ years           RENT
## 1179              Regional Operations Manager    3 years       MORTGAGE
## 1180                                    Sales    8 years       MORTGAGE
## 1181                                Marketing    4 years            OWN
## 1182                                Counselor  10+ years            OWN
## 1183                    Psychiatric assistant    6 years           RENT
## 1184                        Medical Assistant    7 years           RENT
## 1185                 Administrative Assistant    8 years       MORTGAGE
## 1186                             Tech Support    2 years           RENT
## 1187                  Construction Consultant    6 years           RENT
## 1188                    application developer   < 1 year           RENT
## 1189                                  Faculty  10+ years           RENT
## 1190                     Sergeant First Class  10+ years           RENT
## 1191                       Welding Instructor    6 years       MORTGAGE
## 1192         Salesforce Systems Administrator     1 year           RENT
## 1193                                  Teacher  10+ years       MORTGAGE
## 1194                         business analyst  10+ years       MORTGAGE
## 1195                               Supervisor   < 1 year       MORTGAGE
## 1196                      Administrative Asst    5 years       MORTGAGE
## 1197                               Accountant  10+ years           RENT
## 1198                 Sr. Solutions Consultant    7 years           RENT
## 1199                          Project manager    4 years           RENT
## 1200                            Store Manager  10+ years           RENT
## 1201                               Credit Mgr     1 year       MORTGAGE
## 1202                 Assistant Branch Manager  10+ years            OWN
## 1203                           Porter/doorman    9 years           RENT
## 1204                         FINANCE DIRECTOR    3 years       MORTGAGE
## 1205                            store manager    6 years       MORTGAGE
## 1206                      Physician Assistant    2 years       MORTGAGE
## 1207                           sales director  10+ years       MORTGAGE
## 1208                                 VP Sales  10+ years            OWN
## 1209                           Retail Manager    5 years            OWN
## 1210                       Tax Representative    3 years           RENT
## 1211        Sales Manager Southern California  10+ years       MORTGAGE
## 1212                                    nurse    6 years           RENT
## 1213                       Sr Finance Analyst   < 1 year           RENT
## 1214                          Auto Technician  10+ years       MORTGAGE
## 1215                Sales & Marketing Manager    2 years       MORTGAGE
## 1216                  Radiologic technologist    6 years       MORTGAGE
## 1217                                             4 years       MORTGAGE
## 1218             Child/Family Specialist Lead    3 years           RENT
## 1219                             Sales Person   < 1 year            OWN
## 1220                        Software Engineer   < 1 year       MORTGAGE
## 1221               Assistant Beverage Manager     1 year           RENT
## 1222                           Superintendent  10+ years           RENT
## 1223                 Director Human Resources   < 1 year       MORTGAGE
## 1224                                Counselor    6 years       MORTGAGE
## 1225                       PROCESS TECHNITIAN    3 years           RENT
## 1226                             team manager  10+ years       MORTGAGE
## 1227                     Integration Engineer    9 years           RENT
## 1228                            Boatswainmate  10+ years       MORTGAGE
## 1229                    Accountant Technician    5 years           RENT
## 1230                      Marketing sales rep  10+ years       MORTGAGE
## 1231                    Systems Administrator    6 years       MORTGAGE
## 1232                  Product Assurance Tech.  10+ years       MORTGAGE
## 1233                    Manager, New Business  10+ years       MORTGAGE
## 1234                                 Fieldman     1 year       MORTGAGE
## 1235             chief radiology technologist    7 years       MORTGAGE
## 1236                               Paw Bagger    5 years            OWN
## 1237                                    Labor    2 years           RENT
## 1238                                                               RENT
## 1239                                    Drive  10+ years           RENT
## 1240                                                               RENT
## 1241                                                           MORTGAGE
## 1242                                Physician    2 years       MORTGAGE
## 1243                       Accounting Manager    7 years            OWN
## 1244                      Physician Assistant  10+ years       MORTGAGE
## 1245                                           10+ years       MORTGAGE
## 1246            Project Architect (associate)   < 1 year           RENT
## 1247                 support services manager  10+ years       MORTGAGE
## 1248                             SALES PERSON  10+ years           RENT
## 1249                                 Mechanic    7 years       MORTGAGE
## 1250                                  Manager    3 years            OWN
## 1251                       Executive Director    3 years           RENT
## 1252                                  Manager    9 years           RENT
## 1253                      Equipment Sales Rep    5 years            OWN
## 1254                              Bookkeeping     1 year       MORTGAGE
## 1255              Consulting Systems Engineer   < 1 year       MORTGAGE
## 1256                     Reservations Manager    3 years           RENT
## 1257                 manufacturing supervisor  10+ years           RENT
## 1258                                  Teacher    2 years       MORTGAGE
## 1259                               VP FInance  10+ years           RENT
## 1260               Office/Logistics MGR/Guide    2 years            OWN
## 1261                               pawnbroker  10+ years       MORTGAGE
## 1262                  Senior Suppport Analyst    3 years           RENT
## 1263                        Territory Manager    2 years            OWN
## 1264          Logistics Management Specialist    2 years           RENT
## 1265              Quality Assurance Nurse, RN    3 years           RENT
## 1266                                  Manager   < 1 year       MORTGAGE
## 1267                                  Manager    7 years       MORTGAGE
## 1268                               Specialist    7 years       MORTGAGE
## 1269                                  teacher    8 years       MORTGAGE
## 1270                           Police officer    3 years           RENT
## 1271           Accounts Receivable Supervisor  10+ years           RENT
## 1272                              Lab manager  10+ years           RENT
## 1273                   Service Office Manager  10+ years       MORTGAGE
## 1274                                Reception    6 years           RENT
## 1275            clinical laboratory scientist    3 years           RENT
## 1276                                      LVN    2 years           RENT
## 1277                    expert furniture tech  10+ years       MORTGAGE
## 1278                            Billing Clerk  10+ years           RENT
## 1279                  PROFESSIONAL CONSULTANT     1 year       MORTGAGE
## 1280                           Branch Manager    2 years            OWN
## 1281                                Principal    6 years       MORTGAGE
## 1282                                      LPN  10+ years            OWN
## 1283                            Sales Manager    8 years           RENT
## 1284                             Shop manager  10+ years       MORTGAGE
## 1285                       Operations Manager    6 years       MORTGAGE
## 1286                            IT Specialist    7 years            OWN
## 1287                  SENIOR RATER SPECIALIST  10+ years       MORTGAGE
## 1288              Sr. Manager, Disney Channel  10+ years           RENT
## 1289                       Collateral Analyst    4 years           RENT
## 1290                         Business Manager    6 years           RENT
## 1291                            Marketing Rep  10+ years       MORTGAGE
## 1292                Public Affairs Specialist    3 years       MORTGAGE
## 1293                            Test Engineer  10+ years       MORTGAGE
## 1294                                Chaeffeur    5 years       MORTGAGE
## 1295                            CNC Machinist    2 years           RENT
## 1296                     Applications Analyst    3 years       MORTGAGE
## 1297                          Legal Assistant  10+ years           RENT
## 1298                          Service Manager   < 1 year            OWN
## 1299                         registered nurse    8 years           RENT
## 1300                     Training Coordinator    5 years           RENT
## 1301                                                           MORTGAGE
## 1302                                                           MORTGAGE
## 1303                         Registered Nurse     1 year       MORTGAGE
## 1304                                                                OWN
## 1305                Human Resource Specialist  10+ years       MORTGAGE
## 1306                                   welder    7 years       MORTGAGE
## 1307                             poker dealer    6 years       MORTGAGE
## 1308                             investigator    5 years           RENT
## 1309                Supplier Quality Engineer  10+ years       MORTGAGE
## 1310                                    CSOII  10+ years       MORTGAGE
## 1311                           cheif engineer    5 years            OWN
## 1312                   Senior System Engineer    6 years       MORTGAGE
## 1313                         Staff Accountant  10+ years           RENT
## 1314                        Account Executive  10+ years            OWN
## 1315                                 Mechanic  10+ years       MORTGAGE
## 1316                 Sr. Application Engineer  10+ years       MORTGAGE
## 1317                                           10+ years       MORTGAGE
## 1318                                Caretaker    5 years           RENT
## 1319                                                           MORTGAGE
## 1320                               Controller    3 years       MORTGAGE
## 1321                           Campus Manager    5 years           RENT
## 1322                               Ramp Agent     1 year           RENT
## 1323            telecommunications technician  10+ years           RENT
## 1324                Utility Permit Specialist  10+ years       MORTGAGE
## 1325                                       RN    3 years       MORTGAGE
## 1326                     Personnel Specialist  10+ years           RENT
## 1327                         Admin Clerk Tech  10+ years           RENT
## 1328                          Account Manager    3 years       MORTGAGE
## 1329                              Pile Driver    6 years       MORTGAGE
## 1330                  Chief Financial Officer   < 1 year           RENT
## 1331                       HR Program Manager    6 years           RENT
## 1332                         Speech Therapist  10+ years       MORTGAGE
## 1333                       Compliance Officer  10+ years           RENT
## 1334                            Administrator    5 years       MORTGAGE
## 1335                               Programmer  10+ years            OWN
## 1336                                  Officer  10+ years       MORTGAGE
## 1337                                       RN    2 years       MORTGAGE
## 1338                       IT Project Manager    3 years           RENT
## 1339                             HRIS Analyst   < 1 year       MORTGAGE
## 1340                             meat wrapper    3 years       MORTGAGE
## 1341                                      CFO  10+ years       MORTGAGE
## 1342                                           10+ years           RENT
## 1343                                  Teacher     1 year       MORTGAGE
## 1344                                       rn    8 years           RENT
## 1345                          Account manager  10+ years           RENT
## 1346                 SENIOR SOFTWARE ENGINEER   < 1 year           RENT
## 1347                          Legal Assistant    2 years       MORTGAGE
## 1348                       Pet Care Assistant    5 years           RENT
## 1349              Tissue Recovery Coordinator    3 years           RENT
## 1350                                  manager   < 1 year           RENT
## 1351                           Credit Manager  10+ years       MORTGAGE
## 1352                                  Teacher    5 years            OWN
## 1353             Accounts Payable Coordinator    6 years       MORTGAGE
## 1354                     Accounting assistant    5 years       MORTGAGE
## 1355                          Probation Agent    5 years           RENT
## 1356                              Coordinator     1 year           RENT
## 1357                           Sr. Accountant    2 years           RENT
## 1358                       Mission Integrator   < 1 year           RENT
## 1359                      Assistant Principal  10+ years       MORTGAGE
## 1360         Cross Channel Operations Manager     1 year       MORTGAGE
## 1361                        Software Engineer    5 years           RENT
## 1362                 Administrative Assistant  10+ years       MORTGAGE
## 1363                            Social Worker  10+ years           RENT
## 1364                         Senior Recruiter    8 years       MORTGAGE
## 1365         Assistant professor of Marketing    3 years           RENT
## 1366                                     CRNA    3 years       MORTGAGE
## 1367                   Financial Professional     1 year           RENT
## 1368                                  Manager    2 years           RENT
## 1369                                   Welder     1 year            OWN
## 1370                           Police Officer  10+ years           RENT
## 1371                          Finance Manager    6 years           RENT
## 1372                                                                OWN
## 1373                IT Infrastructure Manager    3 years            OWN
## 1374                      project coordinator    6 years           RENT
## 1375                                      CFO    3 years       MORTGAGE
## 1376                                             5 years           RENT
## 1377                Sales and Service Manager    5 years           RENT
## 1378                            Sr pharm tech  10+ years           RENT
## 1379                    Supervisor/cake dept.  10+ years           RENT
## 1380                  maintenance electrician    2 years       MORTGAGE
## 1381                          stock associate     1 year           RENT
## 1382                               IT Manager  10+ years       MORTGAGE
## 1383                                 assemble  10+ years       MORTGAGE
## 1384                             dept manager  10+ years       MORTGAGE
## 1385                                       RN    7 years           RENT
## 1386                                  Teacher    4 years           RENT
## 1387                                Director     2 years           RENT
## 1388                                the staff     1 year            OWN
## 1389                                  Laborer  10+ years       MORTGAGE
## 1390                         Registered Nurse    3 years           RENT
## 1391                Bakery & Beverage Manager   < 1 year           RENT
## 1392                       Executive director    6 years           RENT
## 1393                                  Teacher    7 years           RENT
## 1394                Constuction Engineer Spec  10+ years       MORTGAGE
## 1395                                   Closer    2 years       MORTGAGE
## 1396                                    sales    3 years           RENT
## 1397                        Office specialist  10+ years            OWN
## 1398                              electrician    2 years       MORTGAGE
## 1399                      Marketing associate    3 years           RENT
## 1400                    Senior Tax consultant  10+ years       MORTGAGE
## 1401                      Associate Professor  10+ years           RENT
## 1402              Electrical Project Manager     4 years       MORTGAGE
## 1403                  Divison General Manager  10+ years       MORTGAGE
## 1404                         Sanitation  eng.  10+ years       MORTGAGE
## 1405                               Accountant    6 years       MORTGAGE
## 1406                            Field Manager    8 years       MORTGAGE
## 1407                                  Teacher   < 1 year           RENT
## 1408       Director of Quality & Supply Chain    3 years       MORTGAGE
## 1409                          SERVICE MANAGER  10+ years           RENT
## 1410               Senior Technology Designer    8 years           RENT
## 1411      Environmental Health Specialist III  10+ years       MORTGAGE
## 1412                                           10+ years       MORTGAGE
## 1413                          General Manager  10+ years       MORTGAGE
## 1414                          Firefighter/EMT    8 years       MORTGAGE
## 1415                          associate clerk  10+ years           RENT
## 1416 Director Sales Process & Systems Integra  10+ years           RENT
## 1417                       Technical Director    3 years       MORTGAGE
## 1418                Financial Systems Manager   < 1 year       MORTGAGE
## 1419                          Quality Manager    5 years       MORTGAGE
## 1420                       Accounting Support    3 years           RENT
## 1421                          account manager  10+ years       MORTGAGE
## 1422                       Systems Integrator   < 1 year       MORTGAGE
## 1423                          maint. mechanic  10+ years       MORTGAGE
## 1424                                                           MORTGAGE
## 1425                                  Teacher    4 years           RENT
## 1426                  Programs Abroad Advisor    9 years           RENT
## 1427             Senior Applications Engineer  10+ years       MORTGAGE
## 1428                              bookkeepeer    9 years       MORTGAGE
## 1429                                 counter     4 years           RENT
## 1430                                    mail     7 years           RENT
## 1431                           police officer  10+ years       MORTGAGE
## 1432                    Accounting Supervisor   < 1 year       MORTGAGE
## 1433                      Payroll Coordinator   < 1 year       MORTGAGE
## 1434                               CDL driver     1 year           RENT
## 1435                 Customer Service Analyst   < 1 year           RENT
## 1436                   Air traffic controller    2 years           RENT
## 1437                        Registered Nurse    < 1 year           RENT
## 1438             Dispatcher/Driver Supervisor    6 years       MORTGAGE
## 1439                                      OIC     1 year            OWN
## 1440                                                           MORTGAGE
## 1441                               door tech.    3 years           RENT
## 1442                               Loan Admin   < 1 year           RENT
## 1443            Manager (Contracting Officer)     1 year       MORTGAGE
## 1444      Data Management Office Professional  10+ years       MORTGAGE
## 1445                                       RN    3 years       MORTGAGE
## 1446                     Machinist technician    2 years           RENT
## 1447                             LLRC Manager    3 years           RENT
## 1448                            social worker  10+ years       MORTGAGE
## 1449                                  Teacher    5 years       MORTGAGE
## 1450                         Registered Nurse    9 years       MORTGAGE
## 1451                                                               RENT
## 1452                                    nurse    9 years       MORTGAGE
## 1453                         registered nurse  10+ years       MORTGAGE
## 1454                   Sr. QA / Test Engineer    8 years           RENT
## 1455                       Senior Underwriter    2 years       MORTGAGE
## 1456                         CLAIMS PROCESSOR    6 years           RENT
## 1457                              Card dealer   < 1 year           RENT
## 1458                                       RN     1 year           RENT
## 1459                  Development Coordinator  10+ years           RENT
## 1460                            lead mechanic    5 years       MORTGAGE
## 1461                        level 2 inspector  10+ years           RENT
## 1462            Director of Food and Beverage     1 year           RENT
## 1463                                     cssr   < 1 year           RENT
## 1464          Taxpayer Advocate group manager  10+ years       MORTGAGE
## 1465                                  foreman  10+ years       MORTGAGE
## 1466              Quality Improvement Manager    9 years            OWN
## 1467                                    clerk    5 years           RENT
## 1468                         System Analyst 3   < 1 year       MORTGAGE
## 1469                                  Painter  10+ years           RENT
## 1470                     Electronics Engineer    9 years       MORTGAGE
## 1471                              RSP Teacher    5 years           RENT
## 1472          Furniture Consultant/Specialist    9 years       MORTGAGE
## 1473                              Maintenance  10+ years           RENT
## 1474 Manager, Financial Reporting and Analysi   < 1 year           RENT
## 1475                                   jjs ii  10+ years       MORTGAGE
## 1476                                                               RENT
## 1477                               Accountant    4 years       MORTGAGE
## 1478                           Police officer  10+ years       MORTGAGE
## 1479                     Inventory Management   < 1 year           RENT
## 1480                         warehouse worker    9 years       MORTGAGE
## 1481                           deputy sheriff    7 years       MORTGAGE
## 1482                  Public Projects Manager    9 years           RENT
## 1483                           Branch Manager  10+ years       MORTGAGE
## 1484                             Shift Leader    5 years       MORTGAGE
## 1485                Customer Service Acct Mgr    3 years       MORTGAGE
## 1486                         Health Economist   < 1 year       MORTGAGE
## 1487                               Supervisor    2 years           RENT
## 1488                      Sr. Account Manager    7 years       MORTGAGE
## 1489                    Data Services Manager    5 years       MORTGAGE
## 1490                                scheduler  10+ years            OWN
## 1491              Cardiovascular Technologist   < 1 year           RENT
## 1492                                  Manager   < 1 year           RENT
## 1493                             Finance Mgr.    6 years            OWN
## 1494                               Operations  10+ years       MORTGAGE
## 1495                                 assembly  10+ years       MORTGAGE
## 1496                        Reporting Analyst  10+ years       MORTGAGE
## 1497                                                           MORTGAGE
## 1498                           Bid Specialist   < 1 year           RENT
## 1499                       TABLE GAMES DEALER    9 years           RENT
## 1500                             orderfilling    7 years           RENT
## 1501                        Investment Banker   < 1 year           RENT
## 1502                              Team Leader    7 years       MORTGAGE
## 1503                          Sale Supervisor   < 1 year           RENT
## 1504                       Foreman Substation  10+ years       MORTGAGE
## 1505                          General Manager     1 year           RENT
## 1506                           Sr UX Designer     1 year           RENT
## 1507                                   driver    5 years       MORTGAGE
## 1508                                      E-6  10+ years       MORTGAGE
## 1509                       Optical Technician    5 years           RENT
## 1510                 purchasing/posting clerk  10+ years           RENT
## 1511                                  teacher  10+ years            OWN
## 1512                     Supply Chain Analyst     1 year           RENT
## 1513                      Equine Veterinarian    6 years            OWN
## 1514           Branded Distributor Sales Rep.  10+ years       MORTGAGE
## 1515                Senior Product Consultant  10+ years       MORTGAGE
## 1516                            sales manager    2 years       MORTGAGE
## 1517  Director of Safety and Human Resources   10+ years            OWN
## 1518                    Director of Admission   < 1 year           RENT
## 1519                               admin asst    9 years       MORTGAGE
## 1520                          Senior Engineer  10+ years           RENT
## 1521                         V.P. Engineering    8 years       MORTGAGE
## 1522           IT/eLearning course management    7 years           RENT
## 1523                                 operater    2 years       MORTGAGE
## 1524              Process Improvement Manager    4 years           RENT
## 1525                         Training Manager     1 year           RENT
## 1526                        Financial Analyst    3 years           RENT
## 1527    chief construction engineer inspector    5 years           RENT
## 1528                           Office Manager    3 years           RENT
## 1529           Air Traffic Control Specialist    4 years       MORTGAGE
## 1530              Post Production Coordinator   < 1 year           RENT
## 1531                            HVAC Mechanic    6 years       MORTGAGE
## 1532                                 Engineer   < 1 year           RENT
## 1533              Quality Assurance Inspector    7 years           RENT
## 1534                      Cash Office Manager  10+ years       MORTGAGE
## 1535                                             8 years       MORTGAGE
## 1536                      DATABASE SPECIALIST    5 years       MORTGAGE
## 1537                                  Teacher  10+ years       MORTGAGE
## 1538                                  service  10+ years       MORTGAGE
## 1539                              Coordinator    5 years       MORTGAGE
## 1540                              HSE Manager  10+ years       MORTGAGE
## 1541                       operations manager  10+ years            OWN
## 1542             Property Leasing Coordinator    2 years           RENT
## 1543                            Financial rep    4 years       MORTGAGE
## 1544                 Support Staff Supervisor    5 years            OWN
## 1545            Director of Choral Activities    5 years           RENT
## 1546                               DR analyst  10+ years       MORTGAGE
## 1547     Lead Customer Service Representative    9 years           RENT
## 1548                                             4 years           RENT
## 1549                             Patrol Agent  10+ years       MORTGAGE
## 1550                                                           MORTGAGE
## 1551                                assembler  10+ years       MORTGAGE
## 1552                                   farmer    2 years           RENT
## 1553                                maintance    7 years           RENT
## 1554                                 Operator    7 years           RENT
## 1555                                           10+ years           RENT
## 1556                         Material Handler  10+ years       MORTGAGE
## 1557                               Pharmacist    2 years       MORTGAGE
## 1558                        Nursing assistant    3 years           RENT
## 1559                            Senior Pastor  10+ years           RENT
## 1560                     Correctional Officer  10+ years       MORTGAGE
## 1561                           maint.Mechanic  10+ years       MORTGAGE
## 1562                                   Server  10+ years           RENT
## 1563                               Body Tech.  10+ years           RENT
## 1564                   Patient Care Assistant    8 years           RENT
## 1565                                                           MORTGAGE
## 1566                               Controller  10+ years       MORTGAGE
## 1567        Respiratory Care Practitioner II     2 years           RENT
## 1568   Senior Vice President Operations & CIO    2 years       MORTGAGE
## 1569                               HR Manager    5 years       MORTGAGE
## 1570                       Account executive      1 year       MORTGAGE
## 1571                                 waitress    6 years           RENT
## 1572                            LA Controller    9 years            OWN
## 1573    Manager of Bus. Dev. & Communications   < 1 year           RENT
## 1574                                           10+ years            OWN
## 1575                              Underwriter  10+ years       MORTGAGE
## 1576                      TECHNICAL ARCHITECT    2 years           RENT
## 1577            Investigator - Police Officer  10+ years       MORTGAGE
## 1578                             Truck driver    2 years           RENT
## 1579                  Director of Campus Life   < 1 year       MORTGAGE
## 1580                                      Sec  10+ years           RENT
## 1581                              Tax Manager    5 years       MORTGAGE
## 1582                            Marketing Rep   < 1 year       MORTGAGE
## 1583                  3D Solutions Specialist   < 1 year       MORTGAGE
## 1584         Director of Residential Services     1 year       MORTGAGE
## 1585                      Solutions Architect    5 years       MORTGAGE
## 1586                Unit Programs Coordinator  10+ years           RENT
## 1587                    Statewide coordinator    2 years       MORTGAGE
## 1588               RN BSN, NURSING SUPERVISOR  10+ years       MORTGAGE
## 1589                         Warehouse Worker  10+ years           RENT
## 1590                 Administartive Assistant  10+ years       MORTGAGE
## 1591                                  Cashier    6 years           RENT
## 1592                                 mechanic   < 1 year       MORTGAGE
## 1593                       Purchasing Manager    7 years       MORTGAGE
## 1594                 Front Office Coordinator    2 years       MORTGAGE
## 1595                        Massage Therapist    6 years           RENT
## 1596                                  factory  10+ years       MORTGAGE
## 1597                        Commercial Banker  10+ years       MORTGAGE
## 1598                    Principal Coordnator   10+ years           RENT
## 1599                                      DSR    2 years           RENT
## 1600           Office Manager/Data Specialist    7 years       MORTGAGE
## 1601                            Surgical Tech    2 years       MORTGAGE
## 1602                    Applications Engineer    2 years       MORTGAGE
## 1603                               Carpenter    < 1 year           RENT
## 1604                             Case Manager     1 year       MORTGAGE
## 1605                                       RN     1 year       MORTGAGE
## 1606                  city carrier assistance    3 years       MORTGAGE
## 1607                                Charge RN    5 years       MORTGAGE
## 1608                                             5 years       MORTGAGE
## 1609                    Collision Repair Tech  10+ years       MORTGAGE
## 1610                            Administrator    4 years       MORTGAGE
## 1611   Emotional Disabilities Teacher - Music    4 years       MORTGAGE
## 1612                             Mixer driver    6 years            OWN
## 1613              general warehouse associate    3 years       MORTGAGE
## 1614                           Credit Analyst   < 1 year           RENT
## 1615               Sr. VP-Convention Services  10+ years       MORTGAGE
## 1616                                       RN    6 years           RENT
## 1617                       Software Developer    7 years       MORTGAGE
## 1618           Scheduling & Logistics Manager  10+ years       MORTGAGE
## 1619                                                           MORTGAGE
## 1620                      Facility Supervisor    6 years            OWN
## 1621                             Case Manager    8 years       MORTGAGE
## 1622                       production manager  10+ years       MORTGAGE
## 1623                                  Manager    2 years           RENT
## 1624                          INSURANCE AGENT    3 years           RENT
## 1625                                  Drafter    4 years       MORTGAGE
## 1626              Director of Case Management    7 years       MORTGAGE
## 1627                   Order Entry Specialist    2 years           RENT
## 1628          Management and Program Analyst     3 years       MORTGAGE
## 1629                      Medical Dosimetrist    2 years           RENT
## 1630                              lead person  10+ years       MORTGAGE
## 1631                              maintenance   < 1 year       MORTGAGE
## 1632                                                           MORTGAGE
## 1633                                Adjuster     2 years           RENT
## 1634                      Director of Finance    8 years       MORTGAGE
## 1635                                                           MORTGAGE
## 1636                        Assistant Manager    7 years       MORTGAGE
## 1637                         Network Engineer   < 1 year           RENT
## 1638                            IT QA Analyst    9 years       MORTGAGE
## 1639                                  packer      1 year           RENT
## 1640                   ASSEST PROTECTION MGR.  10+ years       MORTGAGE
## 1641                         ENGINEERING ASST  10+ years       MORTGAGE
## 1642                         accounting staff    2 years            OWN
## 1643                       management analyst  10+ years       MORTGAGE
## 1644                         District Manager    8 years           RENT
## 1645                                 Sr. HICT    3 years       MORTGAGE
## 1646                           senior auditor    2 years           RENT
## 1647                          Mtg Underwriter    3 years           RENT
## 1648                                             6 years            OWN
## 1649                 Administrative Assistant  10+ years            OWN
## 1650             Senior Production Supervisor    3 years           RENT
## 1651                                      EMT    3 years           RENT
## 1652                                  manager  10+ years           RENT
## 1653                  Community Administrator  10+ years           RENT
## 1654                                                               RENT
## 1655                             Site manager  10+ years       MORTGAGE
## 1656            Portfolio Advisory Specialist     1 year           RENT
## 1657                                 Attorney    9 years       MORTGAGE
## 1658                            Teacher/Coach    6 years           RENT
## 1659                                 Receiver    2 years           RENT
## 1660               New Account Representative    3 years           RENT
## 1661                         REGIONAL MANAGER    3 years       MORTGAGE
## 1662                                 Mechanic    2 years            OWN
## 1663                   Regional Sales Manager    2 years       MORTGAGE
## 1664                         office assistant    2 years           RENT
## 1665                  IT System Administrator    8 years       MORTGAGE
## 1666                              UNDERWRITER    2 years           RENT
## 1667                                   Driver    7 years       MORTGAGE
## 1668                            IT Specialist  10+ years           RENT
## 1669                            Plant Manager  10+ years       MORTGAGE
## 1670                 Code Enforcement Officer    8 years           RENT
## 1671             Import Purchasing Specialist     1 year           RENT
## 1672                          Desktop Support    8 years       MORTGAGE
## 1673                 Assistant Store Director  10+ years       MORTGAGE
## 1674                       Records Specialist    2 years            OWN
## 1675                               HR Manager  10+ years           RENT
## 1676                   Field Service Engineer  10+ years       MORTGAGE
## 1677                        elevator mechanic  10+ years       MORTGAGE
## 1678                                  manager    9 years            OWN
## 1679                                 Educator    5 years       MORTGAGE
## 1680                                 Educator  10+ years       MORTGAGE
## 1681                    Respiratory Therapist   < 1 year       MORTGAGE
## 1682       Aircraft Mechanical Parts Repairer    5 years       MORTGAGE
## 1683                       physical therapist    4 years           RENT
## 1684                         Project Engineer    2 years           RENT
## 1685                 Lead Technology Engineer  10+ years       MORTGAGE
## 1686                 National Account Manager    2 years       MORTGAGE
## 1687                         bartender/server     1 year           RENT
## 1688                                 Engineer    2 years       MORTGAGE
## 1689                       Asst Store Manager    3 years       MORTGAGE
## 1690                        Software Engineer     1 year           RENT
## 1691                                                               RENT
## 1692                               IT Manager    6 years       MORTGAGE
## 1693                   Journeyman Electrician    4 years       MORTGAGE
## 1694                      Chief Petty Officer  10+ years           RENT
## 1695                         Finance Director     1 year       MORTGAGE
## 1696                             process tech   < 1 year           RENT
## 1697                               Pharmacist    7 years       MORTGAGE
## 1698                            Shift Manager  10+ years       MORTGAGE
## 1699                               QA Manager  10+ years       MORTGAGE
## 1700                             phlebotomist    5 years       MORTGAGE
## 1701                           head carpenter  10+ years       MORTGAGE
## 1702                        inspector/blaster  10+ years       MORTGAGE
## 1703                        Financial Analyst    5 years       MORTGAGE
## 1704                                 Designer   < 1 year           RENT
## 1705                       production foreman  10+ years       MORTGAGE
## 1706                              Storekeeper  10+ years            OWN
## 1707              Consumer Lending Specialist     1 year       MORTGAGE
## 1708                     Senior IT Specialist    2 years       MORTGAGE
## 1709                               Supervisor    7 years           RENT
## 1710                        Assistant Manager    3 years           RENT
## 1711                        Clinical Lab Tech  10+ years       MORTGAGE
## 1712                   Senior Project Manager    2 years       MORTGAGE
## 1713                                   Driver  10+ years       MORTGAGE
## 1714                         Registered Nurse  10+ years       MORTGAGE
## 1715                 Chief Software Architect    4 years       MORTGAGE
## 1716                                  manager    7 years           RENT
## 1717                      Executive Assistant  10+ years       MORTGAGE
## 1718                                    CLERK    5 years           RENT
## 1719                                   Deputy     1 year           RENT
## 1720                   General Superintendent    7 years       MORTGAGE
## 1721                                  Manager    3 years           RENT
## 1722                               supervisor  10+ years       MORTGAGE
## 1723                   Receptionist/Secretary  10+ years       MORTGAGE
## 1724                        Sr Vice President    2 years            OWN
## 1725                                       E6  10+ years           RENT
## 1726                          Budget Analysis  10+ years       MORTGAGE
## 1727                       Outlets supervisor    3 years       MORTGAGE
## 1728                                  Manager    5 years       MORTGAGE
## 1729                              Bakery Lead  10+ years       MORTGAGE
## 1730                                    Sales    7 years       MORTGAGE
## 1731                                  PCT/CNA    7 years           RENT
## 1732                    Sr. Medical Assistant  10+ years       MORTGAGE
## 1733                               technician  10+ years       MORTGAGE
## 1734                                 mechanic   < 1 year           RENT
## 1735                                machinest    7 years       MORTGAGE
## 1736                          human Resources    6 years       MORTGAGE
## 1737           Senior Building Administrator     3 years       MORTGAGE
## 1738                           Credit Analyst   < 1 year       MORTGAGE
## 1739      water/wastewater treatment operator    5 years       MORTGAGE
## 1740                           Laser Operator     1 year            OWN
## 1741                     Loss Control Manager    2 years       MORTGAGE
## 1742                    Electrical Technician    2 years       MORTGAGE
## 1743                         Resident manager    8 years            OWN
## 1744             Sales support representative     1 year       MORTGAGE
## 1745                    Respiratory Therapist    5 years           RENT
## 1746                                  Manager    8 years       MORTGAGE
## 1747                               supervisor  10+ years       MORTGAGE
## 1748     Senior Talent Acquisition Specialist    3 years           RENT
## 1749                           Lab Technician    8 years           RENT
## 1750                          kitchen Manager  10+ years            OWN
## 1751                             Fire Fighter  10+ years       MORTGAGE
## 1752                         Carpet Installer  10+ years            OWN
## 1753            Advanced Fitting Development     9 years       MORTGAGE
## 1754                      Project Coordinator   < 1 year           RENT
## 1755                 Retail Sales Consultant     2 years           RENT
## 1756                               claims rep  10+ years       MORTGAGE
## 1757                 Executive Vice President    3 years           RENT
## 1758                 Tax Reporting Specialist     1 year       MORTGAGE
## 1759                     placement technician  10+ years       MORTGAGE
## 1760                            Field Manager    2 years           RENT
## 1761                                   Pastor    9 years       MORTGAGE
## 1762                        Senior COnsultant    2 years       MORTGAGE
## 1763          Contract Accounts Administrator   < 1 year           RENT
## 1764                          ACCOUNTING REP.  10+ years           RENT
## 1765                Senior Analytical Chemist    5 years       MORTGAGE
## 1766                              TPL / AR II    5 years           RENT
## 1767                                 reporter    2 years           RENT
## 1768                       Driver coordinator  10+ years       MORTGAGE
## 1769                    Application Developer     1 year           RENT
## 1770                                       RN    6 years       MORTGAGE
## 1771                                  Manager  10+ years       MORTGAGE
## 1772                        Systems Developer   < 1 year           RENT
## 1773                       PHYSICAL THERAPIST  10+ years       MORTGAGE
## 1774        Director Of Software Architecture     1 year       MORTGAGE
## 1775                                       RN  10+ years       MORTGAGE
## 1776                     Senior Web Developer    2 years       MORTGAGE
## 1777                         Grant Specialist    6 years       MORTGAGE
## 1778                          Family Advocate  10+ years           RENT
## 1779       Buyer - Software/Networks/Staffing  10+ years            OWN
## 1780                                             5 years           RENT
## 1781                     Accounting Assistant   < 1 year           RENT
## 1782                                 mechanic    8 years       MORTGAGE
## 1783                Senior Small Group Leader  10+ years           RENT
## 1784            Senior Underwriting Associate  10+ years           RENT
## 1785                      Accountant/ Analyst    2 years           RENT
## 1786                                       sw    3 years           RENT
## 1787                           data processor  10+ years       MORTGAGE
## 1788 Northern California Construction Manager  10+ years       MORTGAGE
## 1789                                                           MORTGAGE
## 1790                                  CO Tech    7 years       MORTGAGE
## 1791                                  teacher  10+ years       MORTGAGE
## 1792                        Software Engineer  10+ years       MORTGAGE
## 1793                     Management Executive    2 years           RENT
## 1794                       Network Specialist  10+ years       MORTGAGE
## 1795                                 Director  10+ years       MORTGAGE
## 1796                         Business Analyst    3 years           RENT
## 1797             Physical Therapist Assistant   < 1 year       MORTGAGE
## 1798                                   deputy    6 years       MORTGAGE
## 1799                               Of Counsel    7 years       MORTGAGE
## 1800                         Property Manager     1 year            OWN
## 1801                                   Driver  10+ years           RENT
## 1802                            Avionics lead  10+ years           RENT
## 1803         general practice dental resident   < 1 year           RENT
## 1804                   Maintenance supervisor  10+ years       MORTGAGE
## 1805                                                                OWN
## 1806                Rocky MT regonial Manager    7 years            OWN
## 1807                        Inventory Manager    6 years       MORTGAGE
## 1808                               Supervisor     1 year       MORTGAGE
## 1809                                Principal  10+ years       MORTGAGE
## 1810                                    SALES  10+ years           RENT
## 1811                              Sr. Manager  10+ years       MORTGAGE
## 1812                                             7 years       MORTGAGE
## 1813                         Purchaing Agenet  10+ years           RENT
## 1814                          Progran Manager   < 1 year       MORTGAGE
## 1815         Top Customer Care Representative    2 years           RENT
## 1816                                  Manager  10+ years            OWN
## 1817                            Sales Support    9 years       MORTGAGE
## 1818                                  teacher    8 years       MORTGAGE
## 1819                         field Supervisor     1 year       MORTGAGE
## 1820                         Registered Nurse  10+ years            OWN
## 1821                                       RN    7 years            OWN
## 1822                       LABORATORY MANAGER    8 years       MORTGAGE
## 1823                                           10+ years           RENT
## 1824                                  mailman  10+ years           RENT
## 1825                               VP - Sales    5 years       MORTGAGE
## 1826                                                           MORTGAGE
## 1827                Branch Operations Manager    7 years       MORTGAGE
## 1828                           Office Manager    9 years            OWN
## 1829                                senior vp    5 years       MORTGAGE
## 1830                           Market Analyst    4 years       MORTGAGE
## 1831                                patrolman    3 years           RENT
## 1832                            Admin Manager  10+ years           RENT
## 1833                             Loan Officer    2 years       MORTGAGE
## 1834                       residential worker    2 years       MORTGAGE
## 1835                                   Retail    3 years           RENT
## 1836                                      co5  10+ years           RENT
## 1837                             machine tech  10+ years       MORTGAGE
## 1838                            Grocery clerk    4 years       MORTGAGE
## 1839                   Human Resource Manager   < 1 year       MORTGAGE
## 1840                        Card Services Rep  10+ years       MORTGAGE
## 1841                       department manager    8 years           RENT
## 1842                                                               RENT
## 1843                     Material Coordinator     1 year       MORTGAGE
## 1844                   Industrial Maintenance  10+ years       MORTGAGE
## 1845                                 Attorney    6 years       MORTGAGE
## 1846                       Operations Analyst    9 years       MORTGAGE
## 1847                           Office Manager    8 years           RENT
## 1848     Deputy Sheriff/ Bail Agent/  trainer  10+ years            OWN
## 1849              Science Instructional Coach    2 years           RENT
## 1850                                     tech    2 years       MORTGAGE
## 1851                                  janitor  10+ years           RENT
## 1852                    systems administrator    2 years       MORTGAGE
## 1853                                Smog Tech   < 1 year           RENT
## 1854                     SPECIAL EDU. TEACHER    4 years       MORTGAGE
## 1855                     Sr. Plant Accountant   < 1 year           RENT
## 1856                               Accountant    2 years           RENT
## 1857                 ASSISTIVE TECHNOLOGY REP    6 years       MORTGAGE
## 1858                      Child Care Director    7 years           RENT
## 1859                        elevator mechanic  10+ years            OWN
## 1860                               Accountant     1 year           RENT
## 1861                    general sales manager  10+ years       MORTGAGE
## 1862                        Front End Manager  10+ years           RENT
## 1863                               Pharmacist    3 years       MORTGAGE
## 1864                   Compliance Coordinator  10+ years       MORTGAGE
## 1865                              maintenance    3 years           RENT
## 1866               Engineer & Project Manager    6 years       MORTGAGE
## 1867                                 Educator    4 years       MORTGAGE
## 1868                                inspector    5 years       MORTGAGE
## 1869                                  teacher  10+ years           RENT
## 1870                                       IT    7 years            OWN
## 1871                                           10+ years           RENT
## 1872                                Architect     1 year       MORTGAGE
## 1873                                 Engineer    3 years           RENT
## 1874                          General Manager    8 years           RENT
## 1875                        direct care staff    8 years            OWN
## 1876                Corporate Account Manager    2 years           RENT
## 1877                                  carrier  10+ years       MORTGAGE
## 1878              Associate Athletic Director    7 years       MORTGAGE
## 1879                                  teacher    7 years           RENT
## 1880                       senior electrician     1 year       MORTGAGE
## 1881                            Sales Manager  10+ years       MORTGAGE
## 1882                 FAMILY READINESS OFFICER    4 years       MORTGAGE
## 1883                      Engineering Manager    8 years       MORTGAGE
## 1884                               Office mgr  10+ years       MORTGAGE
## 1885                        Refinery Operator  10+ years           RENT
## 1886                                 Director    3 years       MORTGAGE
## 1887                               UPS Driver  10+ years       MORTGAGE
## 1888                                                           MORTGAGE
## 1889                                  Chemits    7 years       MORTGAGE
## 1890                               IT Tech IV    6 years           RENT
## 1891   Director of MBA Admissions/Recruitment   < 1 year           RENT
## 1892                             Area Manager    9 years           RENT
## 1893                 Sr Revenue Administrator  10+ years           RENT
## 1894                      sr business analyst    6 years           RENT
## 1895                                 Selector    4 years       MORTGAGE
## 1896                                             5 years           RENT
## 1897                  Sr. Executive Assistant    4 years       MORTGAGE
## 1898                   Solid surfe fabricator    3 years       MORTGAGE
## 1899                            Driver vendor    5 years            OWN
## 1900                                   driver  10+ years           RENT
## 1901                             loan officer   < 1 year           RENT
## 1902                         Registered Nurse  10+ years       MORTGAGE
## 1903                Superintendent of Schools  10+ years       MORTGAGE
## 1904                            labor foreman  10+ years       MORTGAGE
## 1905                                   Driver  10+ years       MORTGAGE
## 1906                RCA- rural letter carrier    6 years       MORTGAGE
## 1907                        Financial officer    9 years       MORTGAGE
## 1908                                           10+ years           RENT
## 1909 Section Manager of Electrical Maintenanc    4 years       MORTGAGE
## 1910                                Sales Rep  10+ years       MORTGAGE
## 1911                           graphic artist     1 year       MORTGAGE
## 1912                                                           MORTGAGE
## 1913                                 Sergeant    7 years       MORTGAGE
## 1914                                             7 years       MORTGAGE
## 1915                          Startup Manager    6 years       MORTGAGE
## 1916                                       rn  10+ years       MORTGAGE
## 1917                                             8 years            OWN
## 1918                                                           MORTGAGE
## 1919                              Electrician  10+ years       MORTGAGE
## 1920                  Network Account Manager    4 years           RENT
## 1921                         Registered Nurse    2 years       MORTGAGE
## 1922                         District manager  10+ years           RENT
## 1923                                  Teacher  10+ years       MORTGAGE
## 1924                                    Sales   < 1 year            OWN
## 1925               MGR POST OFFICE OPERATIONS  10+ years       MORTGAGE
## 1926                    Technology consultant    3 years       MORTGAGE
## 1927                     Assessment Biologist  10+ years            OWN
## 1928                licensed vocational nurse    4 years           RENT
## 1929            Network Eng. / Help Desk Mgr.    6 years       MORTGAGE
## 1930                               Controller    6 years       MORTGAGE
## 1931                                  Teacher  10+ years       MORTGAGE
## 1932                         Registered Nurse    2 years       MORTGAGE
## 1933                        sanitation worker  10+ years       MORTGAGE
## 1934                   Communications Manager   < 1 year       MORTGAGE
## 1935                Civil Engineering Manager    7 years           RENT
## 1936                                      RDH    4 years           RENT
## 1937                   Senior Service Advisor     1 year           RENT
## 1938                           police officer  10+ years           RENT
## 1939                           Senior Manager    4 years           RENT
## 1940                             Network Tech  10+ years       MORTGAGE
## 1941                       Program Specialist  10+ years       MORTGAGE
## 1942                       Accounting Officer  10+ years       MORTGAGE
## 1943                           RN case manger  10+ years            OWN
## 1944                          General Manager    3 years       MORTGAGE
## 1945                  Human Resources Manager    5 years            OWN
## 1946                                  Teacher  10+ years       MORTGAGE
## 1947                          CDL compliance   10+ years       MORTGAGE
## 1948                         Quality Control     5 years       MORTGAGE
## 1949                   maneger of the drivers     1 year           RENT
## 1950                          Premium Auditor    6 years       MORTGAGE
## 1951                        call center agent   < 1 year           RENT
## 1952                     Maintenance Mechanic    5 years           RENT
## 1953                                 Sr Buyer  10+ years       MORTGAGE
## 1954                    Collection Specialist    2 years       MORTGAGE
## 1955                    Lead Systems Engineer  10+ years       MORTGAGE
## 1956                                      MSA    4 years           RENT
## 1957                                                           MORTGAGE
## 1958                        Medical Secretary  10+ years       MORTGAGE
## 1959                                     COTA     1 year       MORTGAGE
## 1960                         Field supervisor    8 years       MORTGAGE
## 1961                                           10+ years       MORTGAGE
## 1962                                                           MORTGAGE
## 1963                                  manager    4 years       MORTGAGE
## 1964                       Education Director    3 years           RENT
## 1965                  Stainless Products Mgr.    5 years       MORTGAGE
## 1966            Sr. Engineer Business Support    2 years           RENT
## 1967                                   Driver  10+ years       MORTGAGE
## 1968                             1st pressman  10+ years       MORTGAGE
## 1969                           Office Manager    2 years       MORTGAGE
## 1970                Special Projects Director  10+ years           RENT
## 1971                  Contracts Administrator    7 years           RENT
## 1972                             Machine oper  10+ years       MORTGAGE
## 1973                                   SCMA 3    2 years            OWN
## 1974                                                           MORTGAGE
## 1975                   District Sales Manager    9 years            OWN
## 1976 Supervisory Immigration Services Analyst  10+ years       MORTGAGE
## 1977                           Branch Manager  10+ years       MORTGAGE
## 1978                                                                OWN
## 1979                     SUPPLY CHAIN MANAGER  10+ years       MORTGAGE
## 1980                          General Manager  10+ years       MORTGAGE
## 1981                                                           MORTGAGE
## 1982              Global Account Team Finance    8 years       MORTGAGE
## 1983                       Resident Physician   < 1 year           RENT
## 1984                           Senior Manager    8 years       MORTGAGE
## 1985                               Supervisor  10+ years       MORTGAGE
## 1986                                                                OWN
## 1987                               nurse aide  10+ years       MORTGAGE
## 1988                       Senior biochemist   10+ years       MORTGAGE
## 1989                                  manager  10+ years       MORTGAGE
## 1990                                Paramedic    3 years       MORTGAGE
## 1991                    Golf Cart Technician   10+ years       MORTGAGE
## 1992                Senior Academic Counselor    6 years       MORTGAGE
## 1993                      Contract Specialist  10+ years       MORTGAGE
## 1994                Business Office Associate  10+ years           RENT
## 1995                                  Adjunct     1 year           RENT
## 1996                                  manager    8 years           RENT
## 1997                 Human Resorces Team Lead  10+ years       MORTGAGE
## 1998                              team leader  10+ years       MORTGAGE
## 1999                         registered nurse  10+ years           RENT
## 2000                                  Teacher    6 years       MORTGAGE
## 2001                       District Executive  10+ years            OWN
## 2002                           Office Manager    8 years       MORTGAGE
## 2003                                       RT    5 years            OWN
## 2004                             Coordinator   10+ years            OWN
## 2005                   Staff Services Analyst     1 year           RENT
## 2006            Director of Staff Development    3 years       MORTGAGE
## 2007                             Case Manager    2 years           RENT
## 2008                         Police Detective  10+ years       MORTGAGE
## 2009                                Machinist    3 years       MORTGAGE
## 2010                 Veterans Affairs Officer   < 1 year           RENT
## 2011                                                                OWN
## 2012                             Inside Sales   < 1 year       MORTGAGE
## 2013                               Journeyman  10+ years       MORTGAGE
## 2014                        Assistant Manager    4 years       MORTGAGE
## 2015                      Maintenance Manager    7 years       MORTGAGE
## 2016 Chief Operating Officer and Executive VP    2 years           RENT
## 2017                               Collector   10+ years       MORTGAGE
## 2018                   assistant Fire Marshal  10+ years       MORTGAGE
## 2019               physical education teacher  10+ years       MORTGAGE
## 2020                             BUS Operator  10+ years           RENT
## 2021                Contract Desktop Engineer     1 year           RENT
## 2022                              Lead Teller    3 years           RENT
## 2023                      field service tech.  10+ years            OWN
## 2024                               Purchasing  10+ years           RENT
## 2025                      RoadNet Coordinator  10+ years           RENT
## 2026        Supervisory Public Health Advisor     1 year           RENT
## 2027                           Gas Controller    2 years           RENT
## 2028               Client on boarding officer     1 year           RENT
## 2029                                     lead  10+ years       MORTGAGE
## 2030                   SAS Programmer Analyst    5 years           RENT
## 2031                  SR PROVIDER DATA LOADER    8 years           RENT
## 2032            Professional Services Manager     1 year       MORTGAGE
## 2033               Billing & Audit Specialist   < 1 year           RENT
## 2034                                  Manager  10+ years           RENT
## 2035                                       RN    2 years       MORTGAGE
## 2036                                Receiving   < 1 year           RENT
## 2037                               Supervisor  10+ years       MORTGAGE
## 2038               Sr. Procurement Specialist  10+ years       MORTGAGE
## 2039                     Recruiter/management    5 years       MORTGAGE
## 2040                        Police Supervisor    7 years       MORTGAGE
## 2041          Supervisor of Molecular Testing  10+ years       MORTGAGE
## 2042                  oral surgical assistant    6 years       MORTGAGE
## 2043                                                           MORTGAGE
## 2044                       SUBSTITUTE TEACHER    4 years           RENT
## 2045                      Associate professor    3 years           RENT
## 2046                                 Med Tech    5 years           RENT
## 2047                         customer service    8 years           RENT
## 2048                                  cashier    6 years       MORTGAGE
## 2049               Service Technician/Manager    4 years       MORTGAGE
## 2050              Software Quality Analyst IV  10+ years       MORTGAGE
## 2051                            customer Care  10+ years       MORTGAGE
## 2052                    Paramedic/Firefighter     1 year       MORTGAGE
## 2053                       general contractor    6 years       MORTGAGE
## 2054                           Branch Manager    9 years       MORTGAGE
## 2055                      Sr. Systems Analyst    2 years       MORTGAGE
## 2056                Senior chemical operator    < 1 year       MORTGAGE
## 2057                      Industrial Engineer    5 years       MORTGAGE
## 2058                     Digital Asset Manger     1 year           RENT
## 2059                                    Agent    3 years       MORTGAGE
## 2060                       Correction officer    3 years       MORTGAGE
## 2061                                    Sales  10+ years       MORTGAGE
## 2062                   Engineering supervisor    5 years       MORTGAGE
## 2063                  Fire apparatus engineer  10+ years       MORTGAGE
## 2064                               Accountant     1 year           RENT
## 2065                              Electrician    3 years       MORTGAGE
## 2066                                  teacher   < 1 year       MORTGAGE
## 2067                         Transport Driver    2 years       MORTGAGE
## 2068                                                               RENT
## 2069                     Interactive Director   < 1 year           RENT
## 2070                          Project Engieer    3 years            OWN
## 2071                  Infection Preventionist  10+ years            OWN
## 2072                          Finance manager   < 1 year       MORTGAGE
## 2073         Information Assurance Specialist  10+ years            OWN
## 2074                   District Sales Manager    5 years       MORTGAGE
## 2075                                    Sales    9 years       MORTGAGE
## 2076                         customer service    2 years       MORTGAGE
## 2077                     Professor of English  10+ years           RENT
## 2078                         Lead Billing Ops  10+ years           RENT
## 2079                                Expediter  10+ years           RENT
## 2080                               Supervisor  10+ years       MORTGAGE
## 2081                            Sales Manager    2 years       MORTGAGE
## 2082                           Office Manager  10+ years       MORTGAGE
## 2083                         Dental hygienist  10+ years       MORTGAGE
## 2084                                   driver     1 year            OWN
## 2085                                Therapist    6 years           RENT
## 2086                               Accountnat    5 years       MORTGAGE
## 2087           Accounts Payable/Office Manger    3 years           RENT
## 2088                                   Driver  10+ years           RENT
## 2089                               HR Manager   < 1 year           RENT
## 2090                     seasoning applicator  10+ years           RENT
## 2091                                PURCHASER  10+ years       MORTGAGE
## 2092                          Project Manager    6 years       MORTGAGE
## 2093             International Sales Director    5 years            OWN
## 2094                                 Engineer    3 years       MORTGAGE
## 2095                                 packager    8 years           RENT
## 2096                                  Manager  10+ years       MORTGAGE
## 2097             Senior Associate- Operations  10+ years           RENT
## 2098                                Unit Sec.  10+ years            OWN
## 2099                       ASSISTANT FB COACH    7 years           RENT
## 2100                         customer service  10+ years       MORTGAGE
## 2101                            Audit Senior     3 years           RENT
## 2102                          Asst. Principal     1 year           RENT
## 2103                                             8 years       MORTGAGE
## 2104                             truck driver   < 1 year       MORTGAGE
## 2105                       Accting Specialist  10+ years       MORTGAGE
## 2106                       WC Claims Adjuster  10+ years       MORTGAGE
## 2107                   Clinical Lab Scientist    7 years           RENT
## 2108                       Grants Coordinator  10+ years           RENT
## 2109                               CONTROLLER    8 years       MORTGAGE
## 2110                         project engineer     1 year           RENT
## 2111              Director of non perishables    7 years       MORTGAGE
## 2112             Certified Nursing Assistant     6 years           RENT
## 2113                            Stocker/baker  10+ years           RENT
## 2114                                 Educator    3 years           RENT
## 2115                               Technician   < 1 year           RENT
## 2116                   VP Sales and Marketing    6 years       MORTGAGE
## 2117            Director of Corporate Housing    3 years           RENT
## 2118               Route sales representative    7 years       MORTGAGE
## 2119                                  teacher  10+ years       MORTGAGE
## 2120                       Environmental tech    2 years       MORTGAGE
## 2121                           Lab Supervisor  10+ years       MORTGAGE
## 2122                       front desk manager  10+ years           RENT
## 2123                   Digital Court Reporter    7 years           RENT
## 2124                                  Manager  10+ years            OWN
## 2125     Engineering Administrative Assistant  10+ years           RENT
## 2126                       Operations Manager    2 years           RENT
## 2127                                  Teacher    8 years           RENT
## 2128                 IT Operations Analyst II    9 years       MORTGAGE
## 2129                       software developer    3 years       MORTGAGE
## 2130                           Help Desk Tech  10+ years       MORTGAGE
## 2131                    Billing Administrator     1 year       MORTGAGE
## 2132                 Asseptic Processing Tech    7 years       MORTGAGE
## 2133                 child Protection Manager  10+ years           RENT
## 2134                          Data technician  10+ years       MORTGAGE
## 2135                      Office asst. senior  10+ years       MORTGAGE
## 2136                         Staff Accountant     1 year           RENT
## 2137                                           10+ years       MORTGAGE
## 2138                               A Operator  10+ years       MORTGAGE
## 2139                                                           MORTGAGE
## 2140                                                           MORTGAGE
## 2141                                             6 years           RENT
## 2142                        Assistant Manager  10+ years       MORTGAGE
## 2143                                           10+ years       MORTGAGE
## 2144                       Operations Manager  10+ years       MORTGAGE
## 2145                          Receiving Clerk     1 year       MORTGAGE
## 2146                            Escrow Closer  10+ years           RENT
## 2147                               SUPERVISOR  10+ years           RENT
## 2148                           Bakery manager    7 years           RENT
## 2149                         Legislative Aide    2 years           RENT
## 2150                               CONSULTANT    5 years            OWN
## 2151                                   Server   < 1 year            OWN
## 2152             Technical Support Specialist    2 years       MORTGAGE
## 2153                        Bridge Supervisor    9 years       MORTGAGE
## 2154                 Tier 1 Technical Support  10+ years           RENT
## 2155                                  manager    4 years       MORTGAGE
## 2156                                                               RENT
## 2157                                    Sales  10+ years       MORTGAGE
## 2158                      Service Coordinator    2 years       MORTGAGE
## 2159                         Quote Supervisor    7 years       MORTGAGE
## 2160                Health Research Analyst 5    4 years           RENT
## 2161         Certified Financial Professional    4 years           RENT
## 2162             Recruiting & Retention NCOIC  10+ years       MORTGAGE
## 2163                           Vice President    2 years            OWN
## 2164                             inside sales   < 1 year           RENT
## 2165                        Managing Director  10+ years            OWN
## 2166                          Personal Banker    9 years       MORTGAGE
## 2167                               Supervisor    5 years       MORTGAGE
## 2168             Director Of Client Services     8 years       MORTGAGE
## 2169                  Senior Case Technician     3 years       MORTGAGE
## 2170                            IT Specialist    3 years           RENT
## 2171                                 Director    7 years            OWN
## 2172                Export Compliance Officer    6 years       MORTGAGE
## 2173                                  stocker    9 years           RENT
## 2174                         Tech Supp Tech 4  10+ years       MORTGAGE
## 2175                                  foremen  10+ years       MORTGAGE
## 2176                            Store Manager    7 years       MORTGAGE
## 2177                        Enforcement Agent     1 year       MORTGAGE
## 2178                               Accounting  10+ years       MORTGAGE
## 2179                                 Operator  10+ years           RENT
## 2180                        Secondary Teacher    6 years       MORTGAGE
## 2181                         Financia Planner    6 years       MORTGAGE
## 2182                          General Manager    8 years       MORTGAGE
## 2183                  Senior cell technician   10+ years       MORTGAGE
## 2184                                                           MORTGAGE
## 2185                  Quality Assurance  Lead    3 years           RENT
## 2186                           register nurse    6 years       MORTGAGE
## 2187                  senior material handler  10+ years           RENT
## 2188                 Special Projects Manager    4 years           RENT
## 2189                          WFSM Supervisor    7 years       MORTGAGE
## 2190                         Registered nurse    4 years           RENT
## 2191             Licensed Relationship Banker    5 years           RENT
## 2192                                                               RENT
## 2193                 Manufacturing Supervisor  10+ years       MORTGAGE
## 2194               Director of Social Service     1 year            OWN
## 2195             Associate Executive Director    6 years       MORTGAGE
## 2196                                             4 years           RENT
## 2197                      Executive Assistant    2 years            OWN
## 2198                              Staff Nurse    3 years           RENT
## 2199                         Customer service    4 years           RENT
## 2200                   Nuclear Medicine Tech.  10+ years            OWN
## 2201                          AVP Underwriter    2 years       MORTGAGE
## 2202                                   Driver     1 year       MORTGAGE
## 2203                                HR EEO/AA   < 1 year           RENT
## 2204                              Ops Manager  10+ years       MORTGAGE
## 2205                     technical supervisor  10+ years           RENT
## 2206               Admitting Clinical Manager    2 years       MORTGAGE
## 2207                        Financial Advisor    2 years           RENT
## 2208                                  manager  10+ years       MORTGAGE
## 2209                                                           MORTGAGE
## 2210                                                           MORTGAGE
## 2211                               Dispatcher  10+ years       MORTGAGE
## 2212                      Regional HR Manager    7 years           RENT
## 2213                                      E-7  10+ years           RENT
## 2214                         Project Director    7 years       MORTGAGE
## 2215                                       RN    7 years       MORTGAGE
## 2216                 Customer Service Manager    6 years       MORTGAGE
## 2217                      eCommerce Associate    2 years           RENT
## 2218                               Bookkeeper    8 years            OWN
## 2219               Commercial Delivery Driver     1 year       MORTGAGE
## 2220                                                           MORTGAGE
## 2221                          Quality Control    2 years           RENT
## 2222                                  PLUMBER  10+ years           RENT
## 2223                         Business Analyst    5 years       MORTGAGE
## 2224                                           10+ years           RENT
## 2225                  Applications Manager IT    9 years           RENT
## 2226                       finisher / foreman  10+ years           RENT
## 2227                     Area Market Director    9 years           RENT
## 2228                            Bank Examiner    7 years       MORTGAGE
## 2229                             City Manager  10+ years       MORTGAGE
## 2230                     building maintenance    5 years           RENT
## 2231                          HVAC TECHNICIAN  10+ years       MORTGAGE
## 2232               Sr. Engineering Technician    9 years       MORTGAGE
## 2233                                 Cleaner     9 years            OWN
## 2234                 manufacturing specialist  10+ years       MORTGAGE
## 2235                                  teacher  10+ years       MORTGAGE
## 2236                                  Soldier  10+ years           RENT
## 2237                                3D Artist   < 1 year           RENT
## 2238                                 mechanic    4 years           RENT
## 2239                      Sr. Client Services    3 years       MORTGAGE
## 2240                                  manager     1 year            OWN
## 2241                           Caser Operator    3 years           RENT
## 2242                 Payroll, Human Resources  10+ years           RENT
## 2243                     Program Coordinator     8 years           RENT
## 2244                Quality Assurance Manager     1 year       MORTGAGE
## 2245                                  Manager   < 1 year       MORTGAGE
## 2246                                   Biller    2 years       MORTGAGE
## 2247           Trainer/Curriculum Development    8 years       MORTGAGE
## 2248                               HR Officer  10+ years           RENT
## 2249                       Executive Director    7 years           RENT
## 2250                  Assistant Store Manager    6 years           RENT
## 2251                                    sales  10+ years       MORTGAGE
## 2252                        Assistant Manager    7 years           RENT
## 2253                                       RN    5 years       MORTGAGE
## 2254                                  Teacher    8 years           RENT
## 2255                          Product Support    6 years           RENT
## 2256                 Administrative Assistant    2 years           RENT
## 2257                           UF/RO Operator    5 years       MORTGAGE
## 2258               Human Resources Consultant  10+ years       MORTGAGE
## 2259                            PLANT MANAGER  10+ years       MORTGAGE
## 2260                           blow mold tech    7 years       MORTGAGE
## 2261               Community Services Manager    5 years           RENT
## 2262                                                               RENT
## 2263                     Sr. Service Engineer  10+ years       MORTGAGE
## 2264                        Medical Assistant  10+ years       MORTGAGE
## 2265               Director of client service  10+ years       MORTGAGE
## 2266                    Orthodontic Assistant     1 year           RENT
## 2267                                  MANAGER  10+ years       MORTGAGE
## 2268                          General Manager    7 years           RENT
## 2269                            Developer III   < 1 year       MORTGAGE
## 2270                         Service advisor     6 years            OWN
## 2271                     EHR Project Director     1 year            OWN
## 2272                       Executive Director  10+ years       MORTGAGE
## 2273                        asst mine foreman  10+ years       MORTGAGE
## 2274                      Sr. Systems Analyst    2 years       MORTGAGE
## 2275        assistant business office manager    5 years       MORTGAGE
## 2276                                Recruiter    4 years           RENT
## 2277                 Assistant branch manager    5 years            OWN
## 2278        transaction processing specialist    7 years       MORTGAGE
## 2279                                  teacher  10+ years       MORTGAGE
## 2280                                  manager    3 years       MORTGAGE
## 2281              IT Business Systems Analyst     1 year           RENT
## 2282         Laboratory Systems Administrator    3 years       MORTGAGE
## 2283                         registered nurse  10+ years       MORTGAGE
## 2284                       Front Desk Manager    7 years       MORTGAGE
## 2285            Manager, Financial Consultant    4 years       MORTGAGE
## 2286                            Music Teacher  10+ years       MORTGAGE
## 2287                                custodian    6 years           RENT
## 2288                                           10+ years           RENT
## 2289                         machine operator  10+ years           RENT
## 2290                                      ssa    3 years           RENT
## 2291                              Sonographer    3 years       MORTGAGE
## 2292                                  OFFICER    8 years       MORTGAGE
## 2293                       asst. superintdent  10+ years       MORTGAGE
## 2294   Senior Financial Institutions Examiner    5 years       MORTGAGE
## 2295                                  US Army    7 years           RENT
## 2296          Director of Marketing and Sales    5 years           RENT
## 2297                                      cna    4 years           RENT
## 2298                         Property Manager     1 year            OWN
## 2299                            Owner/Gen Mgr    7 years       MORTGAGE
## 2300                                   TELLER    3 years       MORTGAGE
## 2301                   Equity Capital Markets    7 years            OWN
## 2302                       Product Management    3 years       MORTGAGE
## 2303                                    Sales  10+ years       MORTGAGE
## 2304                                Physician    3 years           RENT
## 2305                                 Cashier   10+ years           RENT
## 2306                          Account Manager    2 years       MORTGAGE
## 2307                                              1 year       MORTGAGE
## 2308                           Administrative   < 1 year           RENT
## 2309                human services specialist    9 years       MORTGAGE
## 2310                                                           MORTGAGE
## 2311                            Dist Director  10+ years       MORTGAGE
## 2312                                 Attorney    2 years           RENT
## 2313                       Jail Administrator  10+ years       MORTGAGE
## 2314       Computer operator/Alarm dispatcher  10+ years           RENT
## 2315                          Insurance Agent  10+ years       MORTGAGE
## 2316                    Lead Security Officer  10+ years       MORTGAGE
## 2317                            CLERK TYPISST  10+ years           RENT
## 2318                        Software Engineer    7 years       MORTGAGE
## 2319                                Associate    2 years           RENT
## 2320                         Regional Manager   < 1 year       MORTGAGE
## 2321                                       RN    4 years       MORTGAGE
## 2322                            Lay Navigator    3 years       MORTGAGE
## 2323                   VP Product Development    7 years           RENT
## 2324                                                               RENT
## 2325                                   Pastor    8 years       MORTGAGE
## 2326                        Police Lieutenant  10+ years            OWN
## 2327                         Porter/Concierge  10+ years           RENT
## 2328                         Building Service  10+ years           RENT
## 2329      reference and instruction librarian   < 1 year           RENT
## 2330                                  Manager  10+ years       MORTGAGE
## 2331                                   Forman    6 years           RENT
## 2332                               Management  10+ years       MORTGAGE
## 2333                                  Manager    8 years       MORTGAGE
## 2334                      Sr. Product Manager    3 years       MORTGAGE
## 2335                       facilities manager  10+ years       MORTGAGE
## 2336                           service writer  10+ years       MORTGAGE
## 2337    Senior Principal Application Engineer  10+ years       MORTGAGE
## 2338                           Field Engeneer    2 years           RENT
## 2339                   Art Department Manager    6 years       MORTGAGE
## 2340               Field Sales Representative    8 years           RENT
## 2341                           Staff Sergeant  10+ years           RENT
## 2342                         Account Director   < 1 year           RENT
## 2343                         Registered nurse    5 years           RENT
## 2344                 Retail clerk/Crew Member    7 years           RENT
## 2345                 ADMINISTRATIVE ASSISTANT    2 years           RENT
## 2346                                                           MORTGAGE
## 2347                       Management Analyst    2 years       MORTGAGE
## 2348                  Ride Operations Manager    4 years            OWN
## 2349                          Project Manager   < 1 year           RENT
## 2350             Budget and Contracts Officer    7 years            OWN
## 2351                                                                OWN
## 2352                          Senior Anaylist   < 1 year       MORTGAGE
## 2353                                 Director    7 years       MORTGAGE
## 2354                                  Laborer    3 years           RENT
## 2355                        Agency supervisor    2 years       MORTGAGE
## 2356                        Healthcare worker  10+ years       MORTGAGE
## 2357                                   Driver    5 years       MORTGAGE
## 2358                             Shift Manger    4 years           RENT
## 2359                   Senior Bridge Engineer  10+ years       MORTGAGE
## 2360                          Unit Supervisor  10+ years       MORTGAGE
## 2361                                professor  10+ years           RENT
## 2362                                  Teacher  10+ years            OWN
## 2363                       E-5 Staff Sergeant  10+ years           RENT
## 2364                    Senior Combat Advisor  10+ years           RENT
## 2365                               formulator    7 years       MORTGAGE
## 2366                             school nurse    8 years       MORTGAGE
## 2367                              Electrician     1 year           RENT
## 2368                   Administrative Analyst   < 1 year            OWN
## 2369                        Managing Director    5 years           RENT
## 2370           Customer Contact Center Leader  10+ years       MORTGAGE
## 2371                      Conference Manager     7 years       MORTGAGE
## 2372                             truck driver    6 years       MORTGAGE
## 2373                  Senior Systems Engineer    2 years            OWN
## 2374                                   Welder    3 years       MORTGAGE
## 2375                               M & O Tech    6 years       MORTGAGE
## 2376                     Assoc. Dir. of Admin    6 years       MORTGAGE
## 2377               Roaming Technical Services    6 years           RENT
## 2378                                  Manager    2 years           RENT
## 2379                                                           MORTGAGE
## 2380                                      SSA    2 years       MORTGAGE
## 2381                          Project Manager   < 1 year           RENT
## 2382                                    Buyer    7 years           RENT
## 2383                                                               RENT
## 2384             Data Processing Cooridinator  10+ years       MORTGAGE
## 2385                          Service Manager  10+ years       MORTGAGE
## 2386                 Human Resources Director  10+ years       MORTGAGE
## 2387                                  Teacher    6 years       MORTGAGE
## 2388                                             4 years       MORTGAGE
## 2389              Labor Employment Specialist     1 year           RENT
## 2390                         concrete,batcher  10+ years            OWN
## 2391                                     Acct  10+ years       MORTGAGE
## 2392                       Back End Developer     1 year           RENT
## 2393                          Project Manager    2 years       MORTGAGE
## 2394        Vice President - Retirement Sales    9 years       MORTGAGE
## 2395                               supervisor   < 1 year           RENT
## 2396                              Service mgr    8 years       MORTGAGE
## 2397                                  TEACHER    7 years           RENT
## 2398                  Director, Critical Care  10+ years           RENT
## 2399                   Director of Operations  10+ years       MORTGAGE
## 2400                                     SSgt    9 years           RENT
## 2401                              maintenance     1 year           RENT
## 2402                               Supervisor  10+ years           RENT
## 2403                 Critical Care Pharmacist   < 1 year           RENT
## 2404                             Lab Director  10+ years       MORTGAGE
## 2405                Communications Technician    8 years       MORTGAGE
## 2406                                                               RENT
## 2407                                 lab tech    6 years           RENT
## 2408                           Office Manager   < 1 year            OWN
## 2409                                             3 years       MORTGAGE
## 2410                         District Manager    2 years            OWN
## 2411                         Registered Nurse    3 years           RENT
## 2412                                  Teacher  10+ years       MORTGAGE
## 2413                      Long shore mechanic  10+ years       MORTGAGE
## 2414                           OFFICE MANAGER  10+ years           RENT
## 2415                                                                OWN
## 2416                                diecutter    7 years       MORTGAGE
## 2417                         Senior Recruiter   < 1 year           RENT
## 2418                                   Driver    5 years           RENT
## 2419                         Managing partner    9 years       MORTGAGE
## 2420                         Shipping Manager  10+ years            OWN
## 2421                         Senior Architect    2 years       MORTGAGE
## 2422            Criminal Defense Investigator    7 years           RENT
## 2423    Dsd Receiving and Residential Advisor  10+ years       MORTGAGE
## 2424                            Social Worker  10+ years       MORTGAGE
## 2425                     Sr. Database Analyst    6 years       MORTGAGE
## 2426                          project manager    5 years       MORTGAGE
## 2427                    Sr. Software Engineer   < 1 year           RENT
## 2428                       autogrind operator    4 years            OWN
## 2429                     Marketing Consultant  10+ years            OWN
## 2430                          Systems Analyst  10+ years       MORTGAGE
## 2431                     customer service rep    9 years       MORTGAGE
## 2432                          Police Sergeant  10+ years           RENT
## 2433                     correctional officer  10+ years       MORTGAGE
## 2434                         Sales Consultant    2 years           RENT
## 2435                 Regional Payroll Manager    8 years       MORTGAGE
## 2436            Customer Service inside Sales    2 years       MORTGAGE
## 2437                        Financial Manager  10+ years       MORTGAGE
## 2438                          Case manager RN    2 years            OWN
## 2439                         kitchen designer  10+ years       MORTGAGE
## 2440                      Senior QA Engineer     2 years       MORTGAGE
## 2441              Structure Aircraft Mechanic  10+ years       MORTGAGE
## 2442                              Comptroller    5 years           RENT
## 2443                    Registered Pharmacist  10+ years       MORTGAGE
## 2444                          Project Manager  10+ years       MORTGAGE
## 2445                  Child Care Specialist I  10+ years       MORTGAGE
## 2446                         Funeral Director  10+ years           RENT
## 2447                      Enforcement Officer  10+ years       MORTGAGE
## 2448                            picking cases  10+ years       MORTGAGE
## 2449                             Quality Tech    4 years           RENT
## 2450                     Recovery Specialist     7 years           RENT
## 2451           Admibustrative clerk assistant    5 years           RENT
## 2452                               Sales Asst  10+ years       MORTGAGE
## 2453                Private Banking Assistant    3 years           RENT
## 2454                             Loan Officer     1 year           RENT
## 2455                           branch manager    5 years       MORTGAGE
## 2456                      Resident Physician    < 1 year           RENT
## 2457                     Engineering Director    3 years       MORTGAGE
## 2458                Senior Special Order Rep.  10+ years           RENT
## 2459            Assistant Director of Finance    7 years           RENT
## 2460              Credit Underwriter 4 / D.E.    6 years       MORTGAGE
## 2461         Environmental Health Coordinator    9 years       MORTGAGE
## 2462                                 mechanic    2 years           RENT
## 2463                            electrician,     8 years           RENT
## 2464                            Sales Manager  10+ years       MORTGAGE
## 2465                       Associate Director    7 years       MORTGAGE
## 2466                              Electrician  10+ years       MORTGAGE
## 2467                 Senior Software Engineer    5 years           RENT
## 2468                                  lineman    9 years       MORTGAGE
## 2469                                                           MORTGAGE
## 2470                                           10+ years           RENT
## 2471                                                               RENT
## 2472                Broadband Lead Technician    6 years            OWN
## 2473                Media Resource Specialist    6 years       MORTGAGE
## 2474                                       rn    8 years       MORTGAGE
## 2475                                Pool Tech   < 1 year           RENT
## 2476                Senior Operations Analyst    3 years           RENT
## 2477                       Software Architect    5 years            OWN
## 2478                                      CIO    7 years       MORTGAGE
## 2479                         REGISTERED NURSE    3 years       MORTGAGE
## 2480                               dispatcher   < 1 year       MORTGAGE
## 2481               Corporate Strategy Analyst     1 year            OWN
## 2482        Insurance Verification specialist     1 year           RENT
## 2483                   Human Resourse Manager  10+ years           RENT
## 2484                             fire captain  10+ years       MORTGAGE
## 2485                               Controller    7 years       MORTGAGE
## 2486                     Dual-Rate Supervisor  10+ years           RENT
## 2487                      Secruity Specialist  10+ years       MORTGAGE
## 2488                           GENERAL MANGER  10+ years            OWN
## 2489                                             5 years       MORTGAGE
## 2490                               Dispatcher  10+ years           RENT
## 2491                   Contract Administrator    4 years            OWN
## 2492                                                           MORTGAGE
## 2493                           Docket Manager  10+ years           RENT
## 2494                          IT - HR Systems    2 years       MORTGAGE
## 2495                          IT Professional    8 years       MORTGAGE
## 2496                                                           MORTGAGE
## 2497                     Accounting Assistant  10+ years       MORTGAGE
## 2498                           Senior Manager    7 years       MORTGAGE
## 2499                 Enterprise Sales Manager  10+ years       MORTGAGE
## 2500                    Director of Marketing    7 years       MORTGAGE
## 2501                                  manager  10+ years       MORTGAGE
## 2502                               Bookkeeper  10+ years           RENT
## 2503                A/P & contract specialist    5 years       MORTGAGE
## 2504                                                               RENT
## 2505                     Correctional Officer    9 years           RENT
## 2506                            Salon manager    3 years           RENT
## 2507                               Management     1 year            OWN
## 2508                            controls tech    8 years       MORTGAGE
## 2509                                  Dockman  10+ years           RENT
## 2510                     System Administrator     1 year       MORTGAGE
## 2511                                 RN staff  10+ years           RENT
## 2512                               Specialist    2 years           RENT
## 2513                          Admin Assistant    6 years       MORTGAGE
## 2514                    Hospice on-call nurse    8 years       MORTGAGE
## 2515                    Project Administrator    7 years       MORTGAGE
## 2516                                  Manager    2 years           RENT
## 2517                              Senior Tech    9 years       MORTGAGE
## 2518          Credit & Collections Supervisor    5 years       MORTGAGE
## 2519                             Charge Nurse  10+ years       MORTGAGE
## 2520                               Supervisor     1 year           RENT
## 2521                          General Manager  10+ years       MORTGAGE
## 2522                            Public Safety  10+ years       MORTGAGE
## 2523               Chief Legal & Risk Officer    4 years       MORTGAGE
## 2524                           operating tech  10+ years       MORTGAGE
## 2525                                       RN  10+ years       MORTGAGE
## 2526                                     CRNA    5 years       MORTGAGE
## 2527                                    OTR/L    2 years       MORTGAGE
## 2528                                                               RENT
## 2529             Sr. Documentation Specialist  10+ years           RENT
## 2530                          Account Manager  10+ years       MORTGAGE
## 2531                  Human Resource Director     1 year       MORTGAGE
## 2532                     Systems Engineer lll  10+ years       MORTGAGE
## 2533                                  laborer    2 years       MORTGAGE
## 2534                Principal Systems Analyst    5 years       MORTGAGE
## 2535  Associate Account Executive Underwriter    5 years       MORTGAGE
## 2536                        Medical Associate   < 1 year           RENT
## 2537                                Principal  10+ years       MORTGAGE
## 2538                             City carrier   < 1 year       MORTGAGE
## 2539                                    Sales  10+ years            OWN
## 2540            Application Developer/Analyst    2 years       MORTGAGE
## 2541                          Mortgage Lender    2 years           RENT
## 2542  Bioenvironmental Engineering Technician    8 years       MORTGAGE
## 2543                            Administrator  10+ years       MORTGAGE
## 2544                              Secretary 2    5 years           RENT
## 2545                               Supervisor  10+ years       MORTGAGE
## 2546                       Program Monitor II  10+ years       MORTGAGE
## 2547                                  Analyst     1 year           RENT
## 2548                            sr accountant     1 year       MORTGAGE
## 2549                          General Manager  10+ years       MORTGAGE
## 2550                                  Manager    4 years           RENT
## 2551                                  manager    3 years       MORTGAGE
## 2552                        Software Engineer     1 year           RENT
## 2553                                  Nursing    2 years           RENT
## 2554             Electrical Engineer Designer    2 years           RENT
## 2555                                  Manager  10+ years           RENT
## 2556                        Medical assistant   < 1 year           RENT
## 2557                Senior IT Project manager  10+ years       MORTGAGE
## 2558                          Quality Support  10+ years           RENT
## 2559               Pro Account Representative  10+ years       MORTGAGE
## 2560                           RN, management    8 years       MORTGAGE
## 2561                          accountant Tech    2 years            OWN
## 2562                    hvac maintenance tech  10+ years            OWN
## 2563                                                           MORTGAGE
## 2564                   Director of Operations    2 years       MORTGAGE
## 2565                         product engineer  10+ years           RENT
## 2566                   Family Room Specialist    5 years           RENT
## 2567                         Registered Nurse    7 years       MORTGAGE
## 2568            Finance & Admin Section Chief    5 years       MORTGAGE
## 2569                             Sr Dir of IT  10+ years       MORTGAGE
## 2570                          Program Manager  10+ years           RENT
## 2571                                Associate     1 year           RENT
## 2572                   Membership Coordinator    7 years           RENT
## 2573                                Physician  10+ years            OWN
## 2574                   Director of operations  10+ years       MORTGAGE
## 2575                               Production  10+ years           RENT
## 2576                             Truck Driver    5 years            OWN
## 2577                  Administrative Director  10+ years       MORTGAGE
## 2578                               IS Manager   < 1 year           RENT
## 2579                     blackjack supervisor   < 1 year       MORTGAGE
## 2580                     Armament technician     3 years       MORTGAGE
## 2581                    Director WW Marketing  10+ years       MORTGAGE
## 2582            Health Educator/ School Nurse  10+ years       MORTGAGE
## 2583                   Senior Audit Associate    3 years           RENT
## 2584                         Product Engineer    2 years       MORTGAGE
## 2585                       Accounting Analyst    3 years            OWN
## 2586  President, Machinery & Technology Group    7 years       MORTGAGE
## 2587                           Internet sales     1 year       MORTGAGE
## 2588                          Site Supervisor    6 years       MORTGAGE
## 2589                          Courtroom Clerk    7 years           RENT
## 2590                          Senior Director    4 years       MORTGAGE
## 2591                            Audit Analyst    2 years           RENT
## 2592                               ACCOUNTING  10+ years       MORTGAGE
## 2593                                                           MORTGAGE
## 2594                  Sr. Mfg Systems Analyst  10+ years       MORTGAGE
## 2595                       Correction Officer    8 years       MORTGAGE
## 2596                                  Teacher  10+ years       MORTGAGE
## 2597                      maintenance foreman    8 years       MORTGAGE
## 2598                           vice president  10+ years       MORTGAGE
## 2599                                     chef    5 years           RENT
## 2600                  master plumber/mechanic  10+ years       MORTGAGE
## 2601                         Registered Nurse  10+ years       MORTGAGE
## 2602                 Trainer Specialist GS-11    7 years           RENT
## 2603               Business Financial Analyst    3 years       MORTGAGE
## 2604                              Staff nurse    6 years       MORTGAGE
## 2605                                    sales  10+ years       MORTGAGE
## 2606                                  Teacher  10+ years       MORTGAGE
## 2607   Director Of Internet Sales & Marketing    2 years           RENT
## 2608                           Lab Technician  10+ years            OWN
## 2609                      Computer Programmer     1 year           RENT
## 2610                                   driver    8 years           RENT
## 2611                                                           MORTGAGE
## 2612                                 mechanic  10+ years       MORTGAGE
## 2613              Lead Contact Representative  10+ years           RENT
## 2614                     Account Coordinator    < 1 year           RENT
## 2615                    Bankruptcy Supervisor    8 years       MORTGAGE
## 2616                           Shipping Clerk    7 years       MORTGAGE
## 2617                            Buyer Planner  10+ years       MORTGAGE
## 2618                             Service Tech    4 years       MORTGAGE
## 2619                         Registered nurse   < 1 year           RENT
## 2620                                Secretary    7 years       MORTGAGE
## 2621                                paramedic  10+ years            OWN
## 2622                                             3 years           RENT
## 2623                                   Banker    2 years           RENT
## 2624                         Senior Scientist    7 years           RENT
## 2625    Bodily Injury Casualty Representative  10+ years           RENT
## 2626                           Fiscal Analyst     1 year           RENT
## 2627                                  manager  10+ years       MORTGAGE
## 2628                             Food Service    5 years            OWN
## 2629                                      SSG    9 years           RENT
## 2630                   contract reimbursement    7 years           RENT
## 2631                               Pharmacist     1 year            OWN
## 2632                      Project Coordinator  10+ years       MORTGAGE
## 2633                            VP compliance    4 years       MORTGAGE
## 2634                           Vice President    4 years       MORTGAGE
## 2635                       Area Sales Manager    2 years       MORTGAGE
## 2636                   Expert Systems Analyst    3 years       MORTGAGE
## 2637                        pre owned manager    7 years       MORTGAGE
## 2638                                  manager    2 years       MORTGAGE
## 2639               Human Resources Consultant     1 year           RENT
## 2640                              Electrician  10+ years           RENT
## 2641                         Facility Manager  10+ years       MORTGAGE
## 2642 EDI and Warehouse Transportation Manager    4 years           RENT
## 2643                                 Producer   < 1 year       MORTGAGE
## 2644                       Associate Director    8 years       MORTGAGE
## 2645                    Grants Coordinator II  10+ years       MORTGAGE
## 2646                                    Sales    4 years       MORTGAGE
## 2647                          System Engineer     1 year       MORTGAGE
## 2648                         Registered Nurse    8 years       MORTGAGE
## 2649                            Sales Manager    4 years           RENT
## 2650                               Technician  10+ years            OWN
## 2651                                   Lawyer    9 years       MORTGAGE
## 2652                        Director of Sales  10+ years            OWN
## 2653                            Guest Service   < 1 year           RENT
## 2654                           Police Officer    5 years           RENT
## 2655                                                           MORTGAGE
## 2656                                      CPA  10+ years       MORTGAGE
## 2657                                conductor  10+ years       MORTGAGE
## 2658                      Assistant Principal    3 years       MORTGAGE
## 2659                         Property Manager  10+ years           RENT
## 2660                      Wastewater operator    6 years       MORTGAGE
## 2661                                  Teacher  10+ years       MORTGAGE
## 2662                  Chief Operating Officer    5 years           RENT
## 2663              Customer Service Supervisor  10+ years            OWN
## 2664                            Loan Officer     3 years       MORTGAGE
## 2665                                   Sales    < 1 year           RENT
## 2666                                  Laborer     1 year       MORTGAGE
## 2667            Flight School Student Manager    3 years       MORTGAGE
## 2668                                                           MORTGAGE
## 2669                          boiler operator    9 years           RENT
## 2670                          Service Advisor  10+ years       MORTGAGE
## 2671                             BUS OPERATOR  10+ years            OWN
## 2672                         Accounting clerk  10+ years           RENT
## 2673                                 mechanic    2 years       MORTGAGE
## 2674                          Project Manager  10+ years       MORTGAGE
## 2675                              Mechanic 07  10+ years           RENT
## 2676                           deputy sheriff  10+ years            OWN
## 2677                       sleep technologist  10+ years       MORTGAGE
## 2678                                 Mechanic    8 years       MORTGAGE
## 2679           Director of Alumni Development    5 years           RENT
## 2680             Quality Assurance Specialist    2 years           RENT
## 2681                                    ADMIN  10+ years            OWN
## 2682                        Junior Architect     3 years           RENT
## 2683                          Service manager    6 years           RENT
## 2684             Outreach Pantry Coordinator     5 years           RENT
## 2685                     Program coordinator   10+ years            OWN
## 2686                              CNC MANAGER  10+ years       MORTGAGE
## 2687                            Bookkeeper II    6 years           RENT
## 2688                                                               RENT
## 2689                          Master Sergeant  10+ years       MORTGAGE
## 2690                          Neo-Natal Nurse  10+ years       MORTGAGE
## 2691                           Auto body tech    6 years       MORTGAGE
## 2692                                   Vendor    3 years       MORTGAGE
## 2693                   Energy Program Manager    5 years       MORTGAGE
## 2694                                Principal    2 years       MORTGAGE
## 2695                      Sidel Operator Tech   < 1 year       MORTGAGE
## 2696                        Assistant Manager  10+ years            OWN
## 2697                        Assistant Manager    6 years       MORTGAGE
## 2698                                  Teacher    7 years       MORTGAGE
## 2699                  Food Service Manager ll  10+ years           RENT
## 2700           Senior Environmental Scientist    6 years       MORTGAGE
## 2701                         Network Engineer   < 1 year           RENT
## 2702                       Nurse Practitioner  10+ years       MORTGAGE
## 2703          Program and planning supervisor    5 years       MORTGAGE
## 2704                          ACCOUNT MANAGER    2 years           RENT
## 2705                   used car manager-buyer   < 1 year           RENT
## 2706                 director ofmanufacturing   < 1 year            OWN
## 2707                      assistant principal  10+ years            OWN
## 2708                                  teacher  10+ years       MORTGAGE
## 2709                  Assistant News Director  10+ years       MORTGAGE
## 2710                     Center Store Manager  10+ years       MORTGAGE
## 2711                        Account Executive    6 years       MORTGAGE
## 2712                           Senior Planner    6 years       MORTGAGE
## 2713                         Regional Manager  10+ years           RENT
## 2714                                     cook     1 year       MORTGAGE
## 2715                                                           MORTGAGE
## 2716                                  painter    3 years           RENT
## 2717                         Clinical Manager    5 years           RENT
## 2718                                           10+ years       MORTGAGE
## 2719                         Benefit Coder II  10+ years           RENT
## 2720                              Sr. Manager  10+ years       MORTGAGE
## 2721                      ADMINISTRATIVE ASST    2 years           RENT
## 2722                                    Sales    2 years       MORTGAGE
## 2723                                 Engineer    5 years       MORTGAGE
## 2724                                 Operator    7 years       MORTGAGE
## 2725                 Senior Software Engineer    5 years       MORTGAGE
## 2726                           Loan Processor    7 years       MORTGAGE
## 2727                            IT technician  10+ years           RENT
## 2728                   Maintenance Supervisor    5 years           RENT
## 2729                         Registered Nurse    5 years           RENT
## 2730                            vp operations  10+ years       MORTGAGE
## 2731                                 Director  10+ years       MORTGAGE
## 2732                                Recruiter    2 years            OWN
## 2733                       Research Associate    3 years       MORTGAGE
## 2734                    Service Administrator  10+ years       MORTGAGE
## 2735                         VP of Operations  10+ years            OWN
## 2736                       terazzo/tile layer  10+ years       MORTGAGE
## 2737                                custodian  10+ years            OWN
## 2738                          Engine Mechanic    3 years           RENT
## 2739                          charge nurse RN    7 years       MORTGAGE
## 2740                          Leasing Manager    7 years       MORTGAGE
## 2741                Senior Software Developer     1 year       MORTGAGE
## 2742                 Electronic Technician II    2 years       MORTGAGE
## 2743                           police officer  10+ years           RENT
## 2744                       ladle met operator  10+ years       MORTGAGE
## 2745                           Budget Analyst  10+ years       MORTGAGE
## 2746                 Senior Claims Specialist  10+ years           RENT
## 2747                                       RN  10+ years            OWN
## 2748                      Security Supervisor    8 years           RENT
## 2749                           OPS Supervisor  10+ years           RENT
## 2750                            Store Manager    6 years       MORTGAGE
## 2751              Hiring and training manager  10+ years       MORTGAGE
## 2752                     Assistant Controller    9 years            OWN
## 2753                                 Engineer    2 years           RENT
## 2754                        Account Executive    5 years           RENT
## 2755                               Consultant    9 years           RENT
## 2756             Inventory Control Specialist    2 years           RENT
## 2757                         Business Analyst    7 years       MORTGAGE
## 2758                                  manager    9 years       MORTGAGE
## 2759                         Legal Consultant    4 years           RENT
## 2760                           Chief of Staff  10+ years       MORTGAGE
## 2761                                  teacher    8 years       MORTGAGE
## 2762                               PHARMACIST  10+ years       MORTGAGE
## 2763                           Office Manager   < 1 year           RENT
## 2764                            Store Manager    8 years       MORTGAGE
## 2765                  human resources manager    2 years           RENT
## 2766                               Controller     1 year       MORTGAGE
## 2767                           Deputy Sheriff  10+ years       MORTGAGE
## 2768                                 Engineer  10+ years       MORTGAGE
## 2769                               Dispatcher  10+ years       MORTGAGE
## 2770                                           10+ years       MORTGAGE
## 2771                                    Sales   < 1 year           RENT
## 2772                                  manager  10+ years       MORTGAGE
## 2773                    Senior Vice President    3 years       MORTGAGE
## 2774                          Senior Engineer  10+ years       MORTGAGE
## 2775                  patient representative   10+ years           RENT
## 2776                     IT Portfolio Manager    6 years       MORTGAGE
## 2777                          IT Site Manager  10+ years       MORTGAGE
## 2778                                 Bonder A    4 years       MORTGAGE
## 2779                  IT Applications Analyst    2 years           RENT
## 2780                            Station Agent  10+ years           RENT
## 2781                             Truck driver    3 years           RENT
## 2782                           Water Operator    5 years       MORTGAGE
## 2783                               Supervisor  10+ years           RENT
## 2784                                machinist  10+ years       MORTGAGE
## 2785                          Project Manager   < 1 year           RENT
## 2786                                   driver  10+ years            OWN
## 2787                             front office    8 years            OWN
## 2788                             Teacher Aide     1 year       MORTGAGE
## 2789                             Receptionist     1 year           RENT
## 2790                               Postmaster  10+ years       MORTGAGE
## 2791                                       RN  10+ years       MORTGAGE
## 2792                            Rural Carrier  10+ years       MORTGAGE
## 2793                        etl replenishment  10+ years            OWN
## 2794                       Records Techinican    5 years       MORTGAGE
## 2795                       SR. QI COORDINATOR    4 years           RENT
## 2796                Meat Cutter and Bartender    6 years       MORTGAGE
## 2797                   Personnelman 1st Class  10+ years           RENT
## 2798                                  Caster     3 years           RENT
## 2799                         Regional Manager  10+ years       MORTGAGE
## 2800                                       RN  10+ years       MORTGAGE
## 2801                Cash Logistics Supervisor    4 years           RENT
## 2802                                  Greeter    3 years           RENT
## 2803                      Administrator/Mayor  10+ years       MORTGAGE
## 2804                                 PRESSMAN    3 years           RENT
## 2805                           Tax Specialist    4 years       MORTGAGE
## 2806                          driver/operator    8 years       MORTGAGE
## 2807                                                           MORTGAGE
## 2808                      Computer Programmer    3 years       MORTGAGE
## 2809                      Deportation Officer  10+ years       MORTGAGE
## 2810                             line fedder     2 years           RENT
## 2811            Software Developer/Integrator   < 1 year           RENT
## 2812                     care team supervisor    7 years           RENT
## 2813                              Tax Manager    3 years           RENT
## 2814                        Account executive  10+ years       MORTGAGE
## 2815 Coordinator Dept of Microbiology & Immun    5 years            OWN
## 2816                Applications Engineer III    3 years           RENT
## 2817                                      avp  10+ years            OWN
## 2818                            Appeal Writer    8 years       MORTGAGE
## 2819            Electro-mechanical Technician  10+ years       MORTGAGE
## 2820                     asso trainer auditor  10+ years           RENT
## 2821                                                                OWN
## 2822                 Research Data Abstractor    6 years            OWN
## 2823                     Garbage Truck Driver    2 years       MORTGAGE
## 2824               National Account Executive    2 years           RENT
## 2825                              Electrician    9 years       MORTGAGE
## 2826                                                               RENT
## 2827                                  manager    5 years           RENT
## 2828                                             5 years       MORTGAGE
## 2829                         Registered Nurse    6 years       MORTGAGE
## 2830                         Behavior Analyst    3 years           RENT
## 2831                                 engineer  10+ years       MORTGAGE
## 2832                         Registered Nurse   < 1 year           RENT
## 2833                                                               RENT
## 2834                               Supervisor  10+ years       MORTGAGE
## 2835                                RV Driver   < 1 year           RENT
## 2836                        Operation Manager    5 years       MORTGAGE
## 2837                                                           MORTGAGE
## 2838                        Account Executive   < 1 year       MORTGAGE
## 2839                             technologist  10+ years           RENT
## 2840                                  Analyst    2 years           RENT
## 2841                         Business Analyst     1 year       MORTGAGE
## 2842                Associate General Counsel   < 1 year           RENT
## 2843                              E6 military    9 years       MORTGAGE
## 2844                                 Director    5 years       MORTGAGE
## 2845                  Construction Management    4 years       MORTGAGE
## 2846                                           10+ years       MORTGAGE
## 2847                  supervisor/nightforeman  10+ years       MORTGAGE
## 2848                                fed guard    8 years       MORTGAGE
## 2849                         Systems Engineer    9 years       MORTGAGE
## 2850                           CREDIT MANAGER  10+ years           RENT
## 2851                                                               RENT
## 2852                          SERVICE MANAGER    6 years           RENT
## 2853                                                           MORTGAGE
## 2854                         Regional Manager     1 year       MORTGAGE
## 2855                     Clinical Coordinator    4 years       MORTGAGE
## 2856                                             8 years       MORTGAGE
## 2857                assistant general manager    8 years           RENT
## 2858                    respiratory therapist  10+ years       MORTGAGE
## 2859                        Research Engineer    3 years       MORTGAGE
## 2860            Call Center Service Associate     1 year           RENT
## 2861                         Business Analyst    5 years           RENT
## 2862               Clinical Supervisor  (RN)     3 years       MORTGAGE
## 2863                  Help Center Coordinator   < 1 year           RENT
## 2864        Property Management Administrator   < 1 year           RENT
## 2865                                 Sergeant    7 years       MORTGAGE
## 2866                         VP of Operations  10+ years       MORTGAGE
## 2867                      Executive Assistant    6 years           RENT
## 2868                  Administration Services  10+ years       MORTGAGE
## 2869                                  analyst     1 year       MORTGAGE
## 2870                     Laboratory Scientist   < 1 year       MORTGAGE
## 2871                School Office Coordinator     1 year           RENT
## 2872                                           10+ years           RENT
## 2873                  Parts Support Associate    3 years       MORTGAGE
## 2874                                     CHHA    3 years           RENT
## 2875                               Member Rep    5 years           RENT
## 2876               Executive Project Director    2 years           RENT
## 2877                         Sprinkler Fitter     1 year           RENT
## 2878                    director of publicity    4 years       MORTGAGE
## 2879                                           10+ years       MORTGAGE
## 2880                    Biomedical Technician  10+ years       MORTGAGE
## 2881                   Field Service Engineer    2 years           RENT
## 2882                                Secretary    8 years           RENT
## 2883               Collections Representative    4 years           RENT
## 2884                         Care Coordinator   < 1 year           RENT
## 2885                                 Acct Mgr  10+ years       MORTGAGE
## 2886                                Professor  10+ years           RENT
## 2887                          Project Manager   < 1 year           RENT
## 2888                               supervisor    6 years           RENT
## 2889                          Program Manager    5 years           RENT
## 2890                      Executive assistant    7 years            OWN
## 2891                       Material Logistics    5 years       MORTGAGE
## 2892                     Marketing/PR Manager    5 years       MORTGAGE
## 2893                   Sr. Software Developer    7 years            OWN
## 2894                         District Manager    4 years       MORTGAGE
## 2895                         Asst. Store Mngr    5 years           RENT
## 2896               Senior Estates Service Rep    6 years       MORTGAGE
## 2897                               supervisor  10+ years            OWN
## 2898                               Purchasing    8 years       MORTGAGE
## 2899                          Program Manager  10+ years           RENT
## 2900                                   Server  10+ years           RENT
## 2901                                  Cashier    6 years           RENT
## 2902                          Chef de Cussine    6 years       MORTGAGE
## 2903                             City Carrier  10+ years       MORTGAGE
## 2904                                  Manager    7 years       MORTGAGE
## 2905                        Technical Support  10+ years       MORTGAGE
## 2906                    Application developer    4 years           RENT
## 2907                      Electrical Engineer    2 years       MORTGAGE
## 2908                          Project Manager  10+ years       MORTGAGE
## 2909                              electrician    5 years       MORTGAGE
## 2910                             SITE MANAGER     1 year           RENT
## 2911                        Security Director    3 years           RENT
## 2912                        Library Assistant    6 years            OWN
## 2913                          Senior Engineer    5 years           RENT
## 2914                   Sales &Leas consultant     1 year           RENT
## 2915                     US Director of Sales     1 year            OWN
## 2916                                                           MORTGAGE
## 2917                       Technical Analyist  10+ years       MORTGAGE
## 2918                                   Driver    3 years            OWN
## 2919                              VP of Sales    5 years           RENT
## 2920           Asst. Vice President of Claims  10+ years       MORTGAGE
## 2921                              Business IT    3 years            OWN
## 2922                 Administrative Assistant    9 years           RENT
## 2923                              pet stylist    2 years           RENT
## 2924                Director Panel Operations    2 years           RENT
## 2925                          General Manager    3 years       MORTGAGE
## 2926                      Executive Assistant    6 years           RENT
## 2927                              DC services    2 years       MORTGAGE
## 2928              Sr Business Systems Analyst    2 years           RENT
## 2929                    National Plan Manager     1 year       MORTGAGE
## 2930                   Legal Business Analyst    2 years           RENT
## 2931                             Retail Buyer    5 years           RENT
## 2932                                   Driver    9 years           RENT
## 2933               Corporate Print Specialist  10+ years       MORTGAGE
## 2934       Telecom Systems Support Specialist    6 years           RENT
## 2935                   Engineering Technician    2 years       MORTGAGE
## 2936                                Sous Chef    2 years       MORTGAGE
## 2937 Commercial OperationsTraffic Coordinator     1 year           RENT
## 2938                                       RN    8 years       MORTGAGE
## 2939                               Technician     1 year           RENT
## 2940                             EDM Clerical    5 years           RENT
## 2941             Medical Lab Tech/ Supervisor  10+ years       MORTGAGE
## 2942                                President  10+ years       MORTGAGE
## 2943                                      CPA    2 years           RENT
## 2944                                  Teacher    8 years       MORTGAGE
## 2945                                    havac   < 1 year       MORTGAGE
## 2946                          Fire Lieutenant  10+ years       MORTGAGE
## 2947                          inbound manager    7 years       MORTGAGE
## 2948                      Project Coordinator     1 year           RENT
## 2949                VP of Information Systems    9 years       MORTGAGE
## 2950                      Electrical Engineer    3 years       MORTGAGE
## 2951                                    Nurse  10+ years           RENT
## 2952                          Sales Executive    4 years            OWN
## 2953                        Customer Service     2 years            OWN
## 2954           Support Service Representative     1 year           RENT
## 2955                         Registered Nurse    4 years       MORTGAGE
## 2956                     Installer technician    3 years           RENT
## 2957                                      PCC  10+ years       MORTGAGE
## 2958                                                               RENT
## 2959                  Fund Management Analyst    4 years       MORTGAGE
## 2960                        Assistant Manager    6 years           RENT
## 2961                             marchandiser    8 years       MORTGAGE
## 2962                         Dental Hygienist   < 1 year           RENT
## 2963                         Business Manager    3 years       MORTGAGE
## 2964                                   DRIVER    3 years       MORTGAGE
## 2965                        Assistant Teachet  10+ years           RENT
## 2966                           Center Manager    6 years       MORTGAGE
## 2967                               supervisor    6 years           RENT
## 2968                  Human Resources Manager   < 1 year           RENT
## 2969                                  manager    4 years           RENT
## 2970      Tech Management Information systems  10+ years           RENT
## 2971                      Warehouse Person II    2 years           RENT
## 2972                             Pediatrician    7 years       MORTGAGE
## 2973                               qa manager    7 years           RENT
## 2974                VP Leadership Development    9 years       MORTGAGE
## 2975                              Sr. Analyst    6 years           RENT
## 2976                                                           MORTGAGE
## 2977                 Mental Health Supervisor  10+ years           RENT
## 2978                                executive  10+ years            OWN
## 2979                           Logistics Team   < 1 year           RENT
## 2980                           Office Manager  10+ years       MORTGAGE
## 2981                   LAW ENFORCEMNT OFFICER  10+ years       MORTGAGE
## 2982                        Forklift Operator    4 years           RENT
## 2983                        Rock truck driver    3 years       MORTGAGE
## 2984                                  manager    5 years       MORTGAGE
## 2985                                Logistics  10+ years       MORTGAGE
## 2986                         Database Analyst  10+ years       MORTGAGE
## 2987                                 VP Sales  10+ years           RENT
## 2988              Director of Post Production    9 years       MORTGAGE
## 2989                                                               RENT
## 2990                     Sales Account Manage  10+ years       MORTGAGE
## 2991                       Operations Manager    6 years       MORTGAGE
## 2992                                  Claims      1 year           RENT
## 2993                         Machine Operator    2 years           RENT
## 2994                                                                OWN
## 2995              Planning & Procurement Lead  10+ years       MORTGAGE
## 2996                                  Teacher    7 years       MORTGAGE
## 2997                         field technician    2 years           RENT
## 2998         Director of Financial Operations    8 years       MORTGAGE
## 2999                               Sr. Pastor    3 years       MORTGAGE
## 3000           Document Tracking coordinator     4 years           RENT
## 3001                       ELEMENTARY TEACHER    5 years           RENT
## 3002                     Business Coordinator    3 years       MORTGAGE
## 3003                             Truck Driver    8 years           RENT
## 3004      Regional Manager-Nurse Practitioner   < 1 year            OWN
## 3005                                  courier    2 years       MORTGAGE
## 3006                               deli clerk    4 years       MORTGAGE
## 3007                  Business Retail Manager   < 1 year            OWN
## 3008                       adjustment manager  10+ years       MORTGAGE
## 3009                          Personal Banker    2 years       MORTGAGE
## 3010                                  Snagger    2 years           RENT
## 3011                            store manager  10+ years           RENT
## 3012                                    sales    8 years           RENT
## 3013                           Office Manager    7 years       MORTGAGE
## 3014                         Practice Manager    5 years           RENT
## 3015                                  LABOROR  10+ years       MORTGAGE
## 3016                                     COII    9 years           RENT
## 3017              Executive Creative Director   < 1 year       MORTGAGE
## 3018                                                           MORTGAGE
## 3019                                                                OWN
## 3020                  Physician Substitute II    3 years           RENT
## 3021                             automechanic  10+ years       MORTGAGE
## 3022                 Surgical Admitting Clerk    9 years           RENT
## 3023                          EMT Firefighter    8 years       MORTGAGE
## 3024                                       RN    5 years       MORTGAGE
## 3025                          Banquet Captain    9 years       MORTGAGE
## 3026                       Traffic Officer II    6 years       MORTGAGE
## 3027                            Store Manager  10+ years            OWN
## 3028                                 Director  10+ years       MORTGAGE
## 3029                      Executive Assistant    2 years           RENT
## 3030                 Information Receptionist    3 years           RENT
## 3031                                 Designer    5 years           RENT
## 3032                                 Mechanic  10+ years       MORTGAGE
## 3033                          Super Intendent    7 years           RENT
## 3034                          sales associate    3 years           RENT
## 3035                            Mtg Processor     1 year       MORTGAGE
## 3036                                                           MORTGAGE
## 3037                                             7 years           RENT
## 3038                            Sr. Soft Engg    6 years       MORTGAGE
## 3039                         Business Analyst    7 years       MORTGAGE
## 3040             manager- program coordinator    4 years       MORTGAGE
## 3041                      director of Nursing  10+ years           RENT
## 3042                             Truck Driver    3 years       MORTGAGE
## 3043                                  teacher    7 years       MORTGAGE
## 3044                                      lpn  10+ years           RENT
## 3045                              assist chef  10+ years       MORTGAGE
## 3046                        School Bus Driver    5 years       MORTGAGE
## 3047                             Truck Driver    9 years       MORTGAGE
## 3048                                    stock    5 years           RENT
## 3049                               Consultant    5 years           RENT
## 3050                          Office Manager     5 years            OWN
## 3051                    MED. TRANSCRIPTIONIST  10+ years       MORTGAGE
## 3052                             Mail Carrier  10+ years       MORTGAGE
## 3053                 Business Systems Analyst    2 years           RENT
## 3054                       Assistant Profesor   < 1 year       MORTGAGE
## 3055                               supervisor  10+ years       MORTGAGE
## 3056                                  Manager  10+ years       MORTGAGE
## 3057                  Director of Engineering  10+ years       MORTGAGE
## 3058                                Sales Rep    2 years       MORTGAGE
## 3059                                  Manager  10+ years       MORTGAGE
## 3060             RN Clinical Care Coordinator    5 years       MORTGAGE
## 3061                     OPERATIONS ASSISTANT  10+ years           RENT
## 3062                         Customer Service    3 years            OWN
## 3063                 Credentialing Supervisor    2 years           RENT
## 3064 Manager, Consumer Education and Referral    8 years           RENT
## 3065                                   Trader    6 years       MORTGAGE
## 3066                    Retalil Sales Manager  10+ years            OWN
## 3067                               TECHNICIAN    2 years       MORTGAGE
## 3068             Patient Education Specialist  10+ years       MORTGAGE
## 3069                        Assistant Manager  10+ years       MORTGAGE
## 3070                                  Manager    3 years       MORTGAGE
## 3071                          Field Interview   < 1 year           RENT
## 3072                     Inventory Specialist    9 years           RENT
## 3073                       Laboratory Manager     1 year           RENT
## 3074                                  Manager    3 years           RENT
## 3075                                     ASM     9 years       MORTGAGE
## 3076                       Nurse case manager   < 1 year       MORTGAGE
## 3077             Director of Sales Operations   < 1 year       MORTGAGE
## 3078                         Regional Manager   < 1 year           RENT
## 3079                                  Foreman     1 year            OWN
## 3080                                  Manager    6 years       MORTGAGE
## 3081                                  Manager   < 1 year       MORTGAGE
## 3082                                   Server    2 years           RENT
## 3083               Retention/Customer Service    2 years       MORTGAGE
## 3084                     City Clerk Treasurer  10+ years       MORTGAGE
## 3085                                 Machinst  10+ years            OWN
## 3086                 Deputy Probation Officer    6 years       MORTGAGE
## 3087                  Raw Material Specialist  10+ years            OWN
## 3088                 Golf Services Supervisor    4 years           RENT
## 3089                      Corrections Officer    4 years           RENT
## 3090                               Management   < 1 year            OWN
## 3091                    Asst. Superintendent      1 year           RENT
## 3092                       Management Analyst    9 years       MORTGAGE
## 3093                   Project Superintendent    3 years           RENT
## 3094                         Regional trainer    9 years       MORTGAGE
## 3095                           factory worker  10+ years       MORTGAGE
## 3096              Vice President Construciton     1 year           RENT
## 3097                         Category Manager   < 1 year           RENT
## 3098                      Supplier Management    3 years           RENT
## 3099 executive director Utilization and Disea    9 years       MORTGAGE
## 3100                          Quality Manager  10+ years       MORTGAGE
## 3101                 Administrative Assistant     1 year           RENT
## 3102                                             7 years           RENT
## 3103                               Technician    8 years           RENT
## 3104             Quality Assurance Technician  10+ years       MORTGAGE
## 3105                         REGISTERED NURSE  10+ years           RENT
## 3106                                                           MORTGAGE
## 3107                                 Enlisted    7 years           RENT
## 3108                                  Teacher  10+ years           RENT
## 3109                                  manager    8 years           RENT
## 3110                          Project Manager    4 years       MORTGAGE
## 3111                             Manager, CPM  10+ years       MORTGAGE
## 3112                            store manager    6 years       MORTGAGE
## 3113                                                                OWN
## 3114                           Office Manager  10+ years           RENT
## 3115                          Personal Banker    3 years           RENT
## 3116                                       RN    3 years           RENT
## 3117                         machine operator  10+ years            OWN
## 3118                                line lead    2 years       MORTGAGE
## 3119                         Registered Nurse   < 1 year       MORTGAGE
## 3120                                    Clerk   < 1 year           RENT
## 3121                                 director  10+ years       MORTGAGE
## 3122                     Exhibitor Specialist  10+ years            OWN
## 3123                     Senior Web Developer     1 year           RENT
## 3124                 Product Business Manager     1 year       MORTGAGE
##      annual_inc  issue_d loan_status            purpose
## 1     130000.00 Dec-2013  Fully Paid debt_consolidation
## 2      60000.00 Dec-2013  Fully Paid debt_consolidation
## 3      63000.00 Dec-2013  Fully Paid debt_consolidation
## 4     105680.00 Dec-2013 Charged Off        credit_card
## 5      70000.00 Dec-2013  Fully Paid debt_consolidation
## 6      85000.00 Dec-2013  Fully Paid        credit_card
## 7      40000.00 Dec-2013  Fully Paid debt_consolidation
## 8      75000.00 Dec-2013  Fully Paid              other
## 9      43500.00 Dec-2013  Fully Paid debt_consolidation
## 10     50000.00 Dec-2013  Fully Paid debt_consolidation
## 11     28160.50 Dec-2013  Fully Paid debt_consolidation
## 12     36000.00 Dec-2013  Fully Paid debt_consolidation
## 13     70000.00 Dec-2013  Fully Paid     major_purchase
## 14     60000.00 Dec-2013 Charged Off debt_consolidation
## 15     65000.00 Dec-2013  Fully Paid        credit_card
## 16     90064.00 Dec-2013  Fully Paid debt_consolidation
## 17     50000.00 Dec-2013  Fully Paid debt_consolidation
## 18     64000.00 Dec-2013  Fully Paid debt_consolidation
## 19     74000.00 Dec-2013  Fully Paid debt_consolidation
## 20     85000.00 Dec-2013  Fully Paid        credit_card
## 21    106000.00 Dec-2013  Fully Paid   home_improvement
## 22     54000.00 Dec-2013  Fully Paid debt_consolidation
## 23     30000.00 Dec-2013  Fully Paid debt_consolidation
## 24    150000.00 Dec-2013  Fully Paid debt_consolidation
## 25     15000.00 Dec-2013  Fully Paid debt_consolidation
## 26     50000.00 Dec-2013  Fully Paid debt_consolidation
## 27     60000.00 Dec-2013  Fully Paid        credit_card
## 28     32000.00 Dec-2013 Charged Off        credit_card
## 29    150000.00 Dec-2013 Charged Off     small_business
## 30     16000.00 Dec-2013  Fully Paid debt_consolidation
## 31     93000.00 Dec-2013  Fully Paid debt_consolidation
## 32    150000.00 Dec-2013  Fully Paid              other
## 33     72000.00 Dec-2013  Fully Paid debt_consolidation
## 34    110690.00 Dec-2013  Fully Paid debt_consolidation
## 35     65000.00 Dec-2013  Fully Paid              other
## 36    145000.00 Dec-2013  Fully Paid        credit_card
## 37     69950.00 Dec-2013  Fully Paid debt_consolidation
## 38     31200.00 Dec-2013  Fully Paid debt_consolidation
## 39     40000.00 Dec-2013  Fully Paid        credit_card
## 40    155000.00 Dec-2013  Fully Paid   home_improvement
## 41     45000.00 Dec-2013  Fully Paid debt_consolidation
## 42     90000.00 Dec-2013 Charged Off              other
## 43     60000.00 Dec-2013  Fully Paid        credit_card
## 44    110000.00 Dec-2013  Fully Paid        credit_card
## 45     19680.00 Dec-2013  Fully Paid debt_consolidation
## 46    125000.00 Dec-2013  Fully Paid debt_consolidation
## 47    185196.00 Dec-2013 Charged Off              other
## 48     33000.00 Dec-2013  Fully Paid debt_consolidation
## 49     78000.00 Dec-2013  Fully Paid debt_consolidation
## 50     40000.00 Dec-2013 Charged Off              other
## 51     36000.00 Dec-2013  Fully Paid debt_consolidation
## 52     52000.00 Dec-2013 Charged Off        credit_card
## 53     40000.00 Dec-2013  Fully Paid debt_consolidation
## 54     77000.00 Dec-2013  Fully Paid debt_consolidation
## 55    115000.00 Dec-2013  Fully Paid debt_consolidation
## 56     60000.00 Dec-2013  Fully Paid debt_consolidation
## 57     63000.00 Dec-2013  Fully Paid debt_consolidation
## 58     72000.00 Dec-2013  Fully Paid debt_consolidation
## 59    104000.00 Dec-2013  Fully Paid        credit_card
## 60     46000.00 Dec-2013 Charged Off debt_consolidation
## 61     63000.00 Dec-2013  Fully Paid debt_consolidation
## 62     54000.00 Dec-2013 Charged Off debt_consolidation
## 63     76500.00 Dec-2013 Charged Off debt_consolidation
## 64     25000.00 Dec-2013  Fully Paid debt_consolidation
## 65    180000.00 Dec-2013  Fully Paid debt_consolidation
## 66     92500.00 Dec-2013  Fully Paid        credit_card
## 67     80000.00 Dec-2013  Fully Paid debt_consolidation
## 68     70000.00 Dec-2013 Charged Off debt_consolidation
## 69     75000.00 Dec-2013  Fully Paid debt_consolidation
## 70     50000.00 Dec-2013  Fully Paid   home_improvement
## 71     40000.00 Dec-2013  Fully Paid        credit_card
## 72     55000.00 Dec-2013  Fully Paid debt_consolidation
## 73     35192.00 Dec-2013  Fully Paid              other
## 74     65000.00 Dec-2013  Fully Paid debt_consolidation
## 75     45000.00 Dec-2013  Fully Paid debt_consolidation
## 76     93000.00 Dec-2013  Fully Paid debt_consolidation
## 77    100000.00 Dec-2013  Fully Paid        credit_card
## 78     56000.00 Dec-2013 Charged Off debt_consolidation
## 79     30000.00 Dec-2013  Fully Paid debt_consolidation
## 80     70000.00 Dec-2013  Fully Paid     major_purchase
## 81     70000.00 Dec-2013  Fully Paid     small_business
## 82     54000.00 Dec-2013 Charged Off debt_consolidation
## 83     90000.00 Dec-2013  Fully Paid   home_improvement
## 84    140000.00 Dec-2013  Fully Paid debt_consolidation
## 85     41000.00 Dec-2013 Charged Off        credit_card
## 86     43000.00 Dec-2013  Fully Paid        credit_card
## 87     89160.00 Dec-2013 Charged Off        credit_card
## 88     79000.00 Dec-2013  Fully Paid              other
## 89     36192.00 Dec-2013 Charged Off debt_consolidation
## 90     93000.00 Dec-2013  Fully Paid           vacation
## 91    140000.00 Dec-2013  Fully Paid        credit_card
## 92     35000.00 Dec-2013  Fully Paid        credit_card
## 93     66000.00 Dec-2013  Fully Paid        credit_card
## 94     62000.00 Dec-2013  Fully Paid        credit_card
## 95    165000.00 Dec-2013  Fully Paid debt_consolidation
## 96     31000.00 Dec-2013 Charged Off debt_consolidation
## 97     45000.00 Dec-2013  Fully Paid        credit_card
## 98     77300.00 Dec-2013  Fully Paid debt_consolidation
## 99     85000.00 Dec-2013  Fully Paid debt_consolidation
## 100    55000.00 Dec-2013 Charged Off debt_consolidation
## 101    65000.00 Dec-2013  Fully Paid debt_consolidation
## 102   102000.00 Dec-2013  Fully Paid        credit_card
## 103    71000.00 Dec-2013  Fully Paid        credit_card
## 104    65000.00 Dec-2013  Fully Paid        credit_card
## 105   204000.00 Dec-2013  Fully Paid debt_consolidation
## 106    50000.00 Dec-2013  Fully Paid        credit_card
## 107   150000.00 Dec-2013  Fully Paid           vacation
## 108    90000.00 Dec-2013  Fully Paid        credit_card
## 109    32000.00 Dec-2013 Charged Off debt_consolidation
## 110    88000.00 Dec-2013  Fully Paid        credit_card
## 111    55000.00 Dec-2013  Fully Paid debt_consolidation
## 112    90000.00 Dec-2013  Fully Paid        credit_card
## 113   111500.00 Dec-2013  Fully Paid debt_consolidation
## 114    47000.00 Dec-2013 Charged Off debt_consolidation
## 115    75000.00 Dec-2013 Charged Off   home_improvement
## 116    48000.00 Dec-2013  Fully Paid debt_consolidation
## 117    64500.00 Dec-2013  Fully Paid debt_consolidation
## 118   140000.00 Dec-2013  Fully Paid debt_consolidation
## 119   100000.00 Dec-2013  Fully Paid debt_consolidation
## 120    37213.00 Dec-2013  Fully Paid debt_consolidation
## 121    64000.00 Dec-2013  Fully Paid debt_consolidation
## 122   110000.00 Dec-2013  Fully Paid debt_consolidation
## 123    48000.00 Dec-2013  Fully Paid        credit_card
## 124    65000.00 Dec-2013  Fully Paid debt_consolidation
## 125    43000.00 Dec-2013  Fully Paid debt_consolidation
## 126    74000.00 Dec-2013  Fully Paid debt_consolidation
## 127   125000.00 Dec-2013  Fully Paid        credit_card
## 128    45000.00 Dec-2013  Fully Paid debt_consolidation
## 129    64500.00 Dec-2013  Fully Paid        credit_card
## 130    38000.00 Dec-2013  Fully Paid debt_consolidation
## 131    69000.00 Dec-2013  Fully Paid        credit_card
## 132    40000.00 Dec-2013  Fully Paid debt_consolidation
## 133    90000.00 Dec-2013  Fully Paid debt_consolidation
## 134    52770.00 Dec-2013 Charged Off        credit_card
## 135    59000.00 Dec-2013  Fully Paid debt_consolidation
## 136    92000.00 Dec-2013  Fully Paid debt_consolidation
## 137    76000.00 Dec-2013  Fully Paid debt_consolidation
## 138    45000.00 Dec-2013  Fully Paid debt_consolidation
## 139   119000.00 Dec-2013 Charged Off debt_consolidation
## 140    52000.00 Dec-2013  Fully Paid        credit_card
## 141    83000.00 Dec-2013  Fully Paid              other
## 142    30000.00 Dec-2013  Fully Paid              other
## 143   150000.00 Dec-2013  Fully Paid   home_improvement
## 144    65000.00 Dec-2013 Charged Off debt_consolidation
## 145    70000.00 Dec-2013  Fully Paid debt_consolidation
## 146    54000.00 Dec-2013  Fully Paid        credit_card
## 147    44668.00 Dec-2013  Fully Paid debt_consolidation
## 148   105000.00 Dec-2013  Fully Paid   home_improvement
## 149    38000.00 Dec-2013  Fully Paid debt_consolidation
## 150    30000.00 Dec-2013  Fully Paid debt_consolidation
## 151    77000.00 Dec-2013  Fully Paid debt_consolidation
## 152    32000.00 Dec-2013  Fully Paid        credit_card
## 153    57000.00 Dec-2013  Fully Paid debt_consolidation
## 154   123600.00 Dec-2013  Fully Paid debt_consolidation
## 155    50000.00 Dec-2013  Fully Paid              other
## 156    88000.00 Dec-2013  Fully Paid debt_consolidation
## 157    75000.00 Dec-2013 Charged Off debt_consolidation
## 158    25000.00 Dec-2013  Fully Paid debt_consolidation
## 159   110000.00 Dec-2013  Fully Paid debt_consolidation
## 160    43600.00 Dec-2013  Fully Paid           vacation
## 161    97000.00 Dec-2013  Fully Paid debt_consolidation
## 162    80000.00 Dec-2013  Fully Paid        credit_card
## 163    65000.00 Dec-2013  Fully Paid debt_consolidation
## 164    53240.00 Dec-2013  Fully Paid debt_consolidation
## 165    90000.00 Dec-2013  Fully Paid   home_improvement
## 166    91000.00 Dec-2013  Fully Paid debt_consolidation
## 167    93330.00 Dec-2013 Charged Off        credit_card
## 168    75000.00 Dec-2013  Fully Paid debt_consolidation
## 169   200000.00 Dec-2013  Fully Paid             moving
## 170    65000.00 Dec-2013  Fully Paid   home_improvement
## 171    45000.00 Dec-2013  Fully Paid debt_consolidation
## 172    66500.00 Dec-2013  Fully Paid        credit_card
## 173    48000.00 Dec-2013  Fully Paid        credit_card
## 174    30000.00 Dec-2013  Fully Paid debt_consolidation
## 175    60000.00 Dec-2013  Fully Paid debt_consolidation
## 176    85000.00 Dec-2013  Fully Paid        credit_card
## 177    46000.00 Dec-2013 Charged Off        credit_card
## 178   160000.00 Dec-2013  Fully Paid        credit_card
## 179    88000.00 Dec-2013  Fully Paid        credit_card
## 180   125000.00 Dec-2013  Fully Paid debt_consolidation
## 181    50000.00 Dec-2013 Charged Off        credit_card
## 182    60000.00 Dec-2013  Fully Paid debt_consolidation
## 183   150000.00 Dec-2013 Charged Off              other
## 184    70000.00 Dec-2013 Charged Off debt_consolidation
## 185    92000.00 Dec-2013  Fully Paid        credit_card
## 186    75000.00 Dec-2013  Fully Paid debt_consolidation
## 187    87000.00 Dec-2013  Fully Paid        credit_card
## 188    58000.00 Dec-2013  Fully Paid   home_improvement
## 189    76700.00 Dec-2013 Charged Off debt_consolidation
## 190   165000.00 Dec-2013  Fully Paid        credit_card
## 191   115700.00 Dec-2013  Fully Paid debt_consolidation
## 192    40000.00 Dec-2013  Fully Paid   home_improvement
## 193    68000.00 Dec-2013  Fully Paid        credit_card
## 194    17520.00 Dec-2013  Fully Paid debt_consolidation
## 195   204000.00 Dec-2013  Fully Paid     major_purchase
## 196    55236.00 Dec-2013  Fully Paid debt_consolidation
## 197   105000.00 Dec-2013  Fully Paid debt_consolidation
## 198    62000.00 Dec-2013  Fully Paid        credit_card
## 199    98000.00 Dec-2013  Fully Paid              other
## 200    50000.00 Dec-2013 Charged Off debt_consolidation
## 201    71000.00 Dec-2013  Fully Paid debt_consolidation
## 202    60000.00 Dec-2013  Fully Paid debt_consolidation
## 203    80000.00 Dec-2013  Fully Paid        credit_card
## 204   108000.00 Dec-2013 Charged Off debt_consolidation
## 205    75000.00 Dec-2013  Fully Paid        credit_card
## 206    40000.00 Dec-2013  Fully Paid     small_business
## 207    35000.00 Dec-2013  Fully Paid        credit_card
## 208    82600.00 Dec-2013  Fully Paid        credit_card
## 209    38904.00 Dec-2013  Fully Paid debt_consolidation
## 210    52000.00 Dec-2013 Charged Off debt_consolidation
## 211    35000.00 Dec-2013  Fully Paid debt_consolidation
## 212   110000.00 Dec-2013  Fully Paid        credit_card
## 213    42500.00 Dec-2013  Fully Paid debt_consolidation
## 214    90000.00 Dec-2013  Fully Paid        credit_card
## 215   105000.00 Dec-2013  Fully Paid debt_consolidation
## 216   133000.00 Dec-2013  Fully Paid debt_consolidation
## 217    27000.00 Dec-2013 Charged Off debt_consolidation
## 218    41000.00 Dec-2013  Fully Paid        credit_card
## 219    45000.00 Dec-2013  Fully Paid        credit_card
## 220    60000.00 Dec-2013  Fully Paid              other
## 221    75000.00 Dec-2013 Charged Off debt_consolidation
## 222    65000.00 Dec-2013  Fully Paid        credit_card
## 223   150000.00 Dec-2013  Fully Paid debt_consolidation
## 224   160000.00 Dec-2013  Fully Paid debt_consolidation
## 225    80000.00 Dec-2013  Fully Paid        credit_card
## 226   140000.00 Dec-2013  Fully Paid debt_consolidation
## 227    60000.00 Dec-2013  Fully Paid              other
## 228   115000.00 Dec-2013  Fully Paid debt_consolidation
## 229   137907.00 Dec-2013  Fully Paid        credit_card
## 230    60000.00 Dec-2013  Fully Paid debt_consolidation
## 231    70000.00 Dec-2013  Fully Paid     major_purchase
## 232    58000.00 Dec-2013  Fully Paid debt_consolidation
## 233    37440.00 Dec-2013  Fully Paid        credit_card
## 234   100000.00 Dec-2013  Fully Paid        credit_card
## 235    39000.00 Dec-2013  Fully Paid        credit_card
## 236    49900.00 Dec-2013  Fully Paid debt_consolidation
## 237   120000.00 Dec-2013  Fully Paid        credit_card
## 238    58000.00 Dec-2013  Fully Paid debt_consolidation
## 239    95000.00 Dec-2013 Charged Off debt_consolidation
## 240    60000.00 Dec-2013  Fully Paid     major_purchase
## 241    35000.00 Dec-2013  Fully Paid debt_consolidation
## 242    60000.00 Dec-2013 Charged Off debt_consolidation
## 243   113000.00 Dec-2013  Fully Paid debt_consolidation
## 244    86300.00 Dec-2013  Fully Paid debt_consolidation
## 245   300000.00 Dec-2013  Fully Paid debt_consolidation
## 246    28000.00 Dec-2013  Fully Paid debt_consolidation
## 247    60000.00 Dec-2013  Fully Paid        credit_card
## 248    85000.00 Dec-2013  Fully Paid        credit_card
## 249    70000.00 Dec-2013  Fully Paid        credit_card
## 250    80000.00 Dec-2013 Charged Off debt_consolidation
## 251   102000.00 Dec-2013  Fully Paid        credit_card
## 252    70000.00 Dec-2013  Fully Paid debt_consolidation
## 253    75000.00 Dec-2013  Fully Paid debt_consolidation
## 254   275000.00 Dec-2013  Fully Paid   home_improvement
## 255    56000.00 Dec-2013  Fully Paid debt_consolidation
## 256    24000.00 Dec-2013  Fully Paid              other
## 257    60000.00 Dec-2013  Fully Paid debt_consolidation
## 258    62000.00 Dec-2013 Charged Off debt_consolidation
## 259    66000.00 Dec-2013  Fully Paid        credit_card
## 260  1000000.00 Dec-2013  Fully Paid              other
## 261    91000.00 Dec-2013 Charged Off debt_consolidation
## 262    45600.00 Dec-2013  Fully Paid        credit_card
## 263    88000.00 Dec-2013  Fully Paid debt_consolidation
## 264    43000.00 Dec-2013  Fully Paid debt_consolidation
## 265    52000.00 Dec-2013 Charged Off        credit_card
## 266    38000.00 Dec-2013  Fully Paid debt_consolidation
## 267    69000.00 Dec-2013  Fully Paid debt_consolidation
## 268   170000.00 Dec-2013 Charged Off                car
## 269    60000.00 Dec-2013 Charged Off        credit_card
## 270    27000.00 Dec-2013  Fully Paid        credit_card
## 271    75000.00 Dec-2013  Fully Paid              other
## 272   125000.00 Dec-2013  Fully Paid        credit_card
## 273   270500.00 Dec-2013  Fully Paid        credit_card
## 274    83000.00 Dec-2013  Fully Paid        credit_card
## 275   100000.00 Dec-2013  Fully Paid              other
## 276    45000.00 Dec-2013  Fully Paid debt_consolidation
## 277   150000.00 Dec-2013  Fully Paid debt_consolidation
## 278    51000.00 Dec-2013  Fully Paid debt_consolidation
## 279   220000.00 Dec-2013  Fully Paid             moving
## 280    78600.00 Dec-2013  Fully Paid        credit_card
## 281    85000.00 Dec-2013  Fully Paid debt_consolidation
## 282    83000.00 Dec-2013 Charged Off debt_consolidation
## 283    69000.00 Dec-2013  Fully Paid debt_consolidation
## 284    24000.00 Dec-2013  Fully Paid debt_consolidation
## 285   250000.00 Dec-2013  Fully Paid debt_consolidation
## 286   105000.00 Dec-2013  Fully Paid debt_consolidation
## 287   115000.00 Dec-2013  Fully Paid debt_consolidation
## 288   200000.00 Dec-2013  Fully Paid        credit_card
## 289    70000.00 Dec-2013  Fully Paid debt_consolidation
## 290    51000.00 Dec-2013  Fully Paid        credit_card
## 291   153000.00 Dec-2013  Fully Paid        credit_card
## 292    65100.00 Dec-2013  Fully Paid              other
## 293    95000.00 Dec-2013  Fully Paid debt_consolidation
## 294    40000.00 Dec-2013  Fully Paid debt_consolidation
## 295    95000.00 Dec-2013  Fully Paid            medical
## 296    98000.00 Dec-2013 Charged Off debt_consolidation
## 297    82500.00 Dec-2013  Fully Paid debt_consolidation
## 298   145000.00 Dec-2013 Charged Off debt_consolidation
## 299    55000.00 Dec-2013  Fully Paid        credit_card
## 300    38000.00 Dec-2013  Fully Paid     small_business
## 301    50000.00 Dec-2013  Fully Paid debt_consolidation
## 302    45000.00 Dec-2013  Fully Paid debt_consolidation
## 303    70000.00 Dec-2013  Fully Paid        credit_card
## 304    79000.00 Dec-2013  Fully Paid              other
## 305    50000.00 Dec-2013 Charged Off debt_consolidation
## 306   120000.00 Dec-2013  Fully Paid debt_consolidation
## 307    45000.00 Dec-2013  Fully Paid debt_consolidation
## 308    69000.00 Dec-2013 Charged Off debt_consolidation
## 309    45000.00 Dec-2013 Charged Off           vacation
## 310    30000.00 Dec-2013  Fully Paid        credit_card
## 311    45000.00 Dec-2013  Fully Paid debt_consolidation
## 312    56000.00 Dec-2013 Charged Off debt_consolidation
## 313    70000.00 Dec-2013 Charged Off        credit_card
## 314   250000.00 Dec-2013  Fully Paid debt_consolidation
## 315    87000.00 Dec-2013 Charged Off debt_consolidation
## 316    41000.00 Dec-2013 Charged Off        credit_card
## 317   155000.00 Dec-2013  Fully Paid debt_consolidation
## 318    75000.00 Dec-2013  Fully Paid debt_consolidation
## 319    40000.00 Dec-2013  Fully Paid        credit_card
## 320    54000.00 Dec-2013 Charged Off        credit_card
## 321    73500.00 Dec-2013  Fully Paid        credit_card
## 322    33000.00 Dec-2013  Fully Paid        credit_card
## 323    90000.00 Dec-2013  Fully Paid        credit_card
## 324    59000.00 Dec-2013  Fully Paid        credit_card
## 325    70000.00 Dec-2013  Fully Paid   home_improvement
## 326    54500.00 Dec-2013  Fully Paid debt_consolidation
## 327   165833.00 Dec-2013  Fully Paid   home_improvement
## 328    75000.00 Dec-2013 Charged Off debt_consolidation
## 329   130000.00 Dec-2013  Fully Paid              other
## 330    66000.00 Dec-2013  Fully Paid        credit_card
## 331    60000.00 Dec-2013  Fully Paid debt_consolidation
## 332    45000.00 Dec-2013  Fully Paid debt_consolidation
## 333    65000.00 Dec-2013  Fully Paid              house
## 334    50000.00 Dec-2013  Fully Paid   home_improvement
## 335    55000.00 Dec-2013  Fully Paid        credit_card
## 336    46776.00 Dec-2013  Fully Paid debt_consolidation
## 337    55000.00 Dec-2013  Fully Paid debt_consolidation
## 338    41000.00 Dec-2013  Fully Paid debt_consolidation
## 339    35000.00 Dec-2013  Fully Paid        credit_card
## 340    50000.00 Dec-2013 Charged Off        credit_card
## 341   160000.00 Dec-2013 Charged Off   home_improvement
## 342    60000.00 Dec-2013  Fully Paid   home_improvement
## 343    30887.00 Dec-2013 Charged Off              other
## 344   150000.00 Dec-2013  Fully Paid debt_consolidation
## 345   141000.00 Dec-2013  Fully Paid        credit_card
## 346    50000.00 Dec-2013  Fully Paid              house
## 347    82000.00 Dec-2013  Fully Paid        credit_card
## 348    36000.00 Dec-2013  Fully Paid debt_consolidation
## 349   104000.00 Dec-2013 Charged Off        credit_card
## 350    98000.00 Dec-2013  Fully Paid              other
## 351   100000.00 Dec-2013  Fully Paid debt_consolidation
## 352    72000.00 Dec-2013  Fully Paid        credit_card
## 353    45000.00 Dec-2013  Fully Paid        credit_card
## 354   140000.00 Dec-2013  Fully Paid debt_consolidation
## 355    27000.00 Dec-2013  Fully Paid debt_consolidation
## 356   245000.00 Dec-2013  Fully Paid debt_consolidation
## 357    70000.00 Dec-2013  Fully Paid debt_consolidation
## 358    45000.00 Dec-2013 Charged Off debt_consolidation
## 359    60000.00 Dec-2013  Fully Paid debt_consolidation
## 360    65000.00 Dec-2013  Fully Paid debt_consolidation
## 361    50000.00 Dec-2013  Fully Paid   home_improvement
## 362    29000.00 Dec-2013 Charged Off              house
## 363    92000.00 Dec-2013  Fully Paid debt_consolidation
## 364    89500.00 Dec-2013  Fully Paid debt_consolidation
## 365    75000.00 Dec-2013  Fully Paid        credit_card
## 366    78000.00 Dec-2013  Fully Paid     major_purchase
## 367    50000.00 Dec-2013 Charged Off        credit_card
## 368    51000.00 Dec-2013  Fully Paid debt_consolidation
## 369    40000.00 Dec-2013 Charged Off debt_consolidation
## 370    72000.00 Dec-2013  Fully Paid debt_consolidation
## 371    75000.00 Dec-2013  Fully Paid debt_consolidation
## 372   115000.00 Dec-2013  Fully Paid        credit_card
## 373    95000.00 Dec-2013  Fully Paid debt_consolidation
## 374   105750.00 Dec-2013  Fully Paid        credit_card
## 375   100000.00 Dec-2013  Fully Paid debt_consolidation
## 376    40000.00 Dec-2013  Fully Paid debt_consolidation
## 377    43000.00 Dec-2013 Charged Off        credit_card
## 378    73416.00 Dec-2013  Fully Paid debt_consolidation
## 379   142416.24 Dec-2013  Fully Paid debt_consolidation
## 380    40000.00 Dec-2013 Charged Off        credit_card
## 381   150000.00 Dec-2013  Fully Paid debt_consolidation
## 382    67000.00 Dec-2013  Fully Paid        credit_card
## 383    62850.00 Dec-2013  Fully Paid debt_consolidation
## 384    85000.00 Dec-2013  Fully Paid debt_consolidation
## 385    23000.00 Dec-2013  Fully Paid        credit_card
## 386    60000.00 Dec-2013  Fully Paid debt_consolidation
## 387    70000.00 Dec-2013  Fully Paid           vacation
## 388   150000.00 Dec-2013  Fully Paid        credit_card
## 389   120000.00 Dec-2013  Fully Paid        credit_card
## 390    53000.00 Dec-2013  Fully Paid debt_consolidation
## 391   134000.00 Dec-2013  Fully Paid debt_consolidation
## 392    40000.00 Dec-2013  Fully Paid   home_improvement
## 393    53000.00 Dec-2013  Fully Paid debt_consolidation
## 394    80000.00 Dec-2013  Fully Paid debt_consolidation
## 395    26753.00 Dec-2013  Fully Paid debt_consolidation
## 396    44000.00 Dec-2013  Fully Paid        credit_card
## 397    75000.00 Dec-2013  Fully Paid debt_consolidation
## 398    66000.00 Dec-2013 Charged Off              other
## 399    80000.00 Dec-2013  Fully Paid   home_improvement
## 400    65000.00 Dec-2013  Fully Paid        credit_card
## 401    40000.00 Dec-2013  Fully Paid        credit_card
## 402    21000.00 Dec-2013  Fully Paid        credit_card
## 403    53000.00 Dec-2013  Fully Paid        credit_card
## 404    91000.00 Dec-2013  Fully Paid debt_consolidation
## 405    74000.00 Dec-2013  Fully Paid              other
## 406   105000.00 Dec-2013  Fully Paid debt_consolidation
## 407   200000.00 Dec-2013  Fully Paid        credit_card
## 408    54000.00 Dec-2013  Fully Paid debt_consolidation
## 409    80000.00 Dec-2013  Fully Paid              other
## 410    40800.00 Dec-2013 Charged Off debt_consolidation
## 411    60000.00 Dec-2013  Fully Paid debt_consolidation
## 412    53000.00 Dec-2013 Charged Off debt_consolidation
## 413   140000.00 Dec-2013  Fully Paid debt_consolidation
## 414    48000.00 Dec-2013  Fully Paid debt_consolidation
## 415    57000.00 Dec-2013  Fully Paid              other
## 416    37000.00 Dec-2013  Fully Paid        credit_card
## 417   245000.00 Dec-2013  Fully Paid debt_consolidation
## 418   135000.00 Dec-2013  Fully Paid            medical
## 419   145000.00 Dec-2013  Fully Paid        credit_card
## 420    39000.00 Dec-2013  Fully Paid        credit_card
## 421    22000.00 Dec-2013  Fully Paid        credit_card
## 422    13200.00 Dec-2013  Fully Paid debt_consolidation
## 423    96100.00 Dec-2013  Fully Paid             moving
## 424    44000.00 Dec-2013  Fully Paid        credit_card
## 425    74000.00 Dec-2013  Fully Paid debt_consolidation
## 426    30000.00 Dec-2013 Charged Off              other
## 427   154000.00 Dec-2013  Fully Paid              other
## 428    82000.00 Dec-2013  Fully Paid debt_consolidation
## 429   130000.00 Dec-2013 Charged Off debt_consolidation
## 430    76000.00 Dec-2013  Fully Paid debt_consolidation
## 431    23500.00 Dec-2013 Charged Off debt_consolidation
## 432    39000.00 Dec-2013  Fully Paid                car
## 433    49000.00 Dec-2013 Charged Off        credit_card
## 434    90000.00 Dec-2013  Fully Paid        credit_card
## 435   173000.00 Dec-2013  Fully Paid debt_consolidation
## 436    84000.00 Dec-2013  Fully Paid        credit_card
## 437   105000.00 Dec-2013  Fully Paid debt_consolidation
## 438   109000.00 Dec-2013  Fully Paid     small_business
## 439    44000.00 Dec-2013 Charged Off        credit_card
## 440    58000.00 Dec-2013  Fully Paid debt_consolidation
## 441    90000.00 Dec-2013  Fully Paid debt_consolidation
## 442    90000.00 Dec-2013  Fully Paid debt_consolidation
## 443    64000.00 Dec-2013  Fully Paid debt_consolidation
## 444   100000.00 Dec-2013  Fully Paid debt_consolidation
## 445    90000.00 Dec-2013  Fully Paid        credit_card
## 446    55000.00 Dec-2013  Fully Paid debt_consolidation
## 447   100000.00 Dec-2013  Fully Paid debt_consolidation
## 448    19200.00 Dec-2013 Charged Off debt_consolidation
## 449   325000.00 Dec-2013  Fully Paid debt_consolidation
## 450    33000.00 Dec-2013  Fully Paid debt_consolidation
## 451    30000.00 Dec-2013  Fully Paid debt_consolidation
## 452    71000.00 Dec-2013 Charged Off        credit_card
## 453    62000.00 Dec-2013 Charged Off debt_consolidation
## 454    20000.00 Dec-2013  Fully Paid        credit_card
## 455    48000.00 Dec-2013  Fully Paid debt_consolidation
## 456   105000.00 Dec-2013 Charged Off debt_consolidation
## 457    46000.00 Dec-2013 Charged Off        credit_card
## 458    53016.00 Dec-2013  Fully Paid debt_consolidation
## 459    42000.00 Dec-2013  Fully Paid        credit_card
## 460    27040.00 Dec-2013  Fully Paid        credit_card
## 461    80000.00 Dec-2013  Fully Paid     major_purchase
## 462   100000.00 Dec-2013  Fully Paid        credit_card
## 463    40000.00 Dec-2013  Fully Paid debt_consolidation
## 464    75000.00 Dec-2013 Charged Off debt_consolidation
## 465   100000.00 Dec-2013  Fully Paid debt_consolidation
## 466    79255.00 Dec-2013  Fully Paid debt_consolidation
## 467   120000.00 Dec-2013  Fully Paid debt_consolidation
## 468   140000.00 Dec-2013  Fully Paid debt_consolidation
## 469    65000.00 Dec-2013  Fully Paid              other
## 470    58596.00 Dec-2013  Fully Paid            medical
## 471    72000.00 Dec-2013  Fully Paid debt_consolidation
## 472   120000.00 Dec-2013  Fully Paid debt_consolidation
## 473   102000.00 Dec-2013  Fully Paid debt_consolidation
## 474    63000.00 Dec-2013 Charged Off        credit_card
## 475    47000.00 Dec-2013  Fully Paid     major_purchase
## 476    35000.00 Dec-2013  Fully Paid debt_consolidation
## 477    72000.00 Dec-2013  Fully Paid            medical
## 478    69000.00 Dec-2013  Fully Paid        credit_card
## 479    54000.00 Dec-2013  Fully Paid debt_consolidation
## 480    20000.00 Dec-2013 Charged Off              other
## 481    58000.00 Dec-2013  Fully Paid        credit_card
## 482    70000.00 Dec-2013  Fully Paid debt_consolidation
## 483    65000.00 Dec-2013 Charged Off        credit_card
## 484    51840.00 Dec-2013 Charged Off debt_consolidation
## 485    80000.00 Dec-2013  Fully Paid        credit_card
## 486    51039.00 Dec-2013  Fully Paid        credit_card
## 487    35000.00 Dec-2013  Fully Paid debt_consolidation
## 488    90000.00 Dec-2013  Fully Paid debt_consolidation
## 489    25000.00 Dec-2013  Fully Paid              other
## 490    62400.00 Dec-2013  Fully Paid debt_consolidation
## 491    63000.00 Dec-2013  Fully Paid debt_consolidation
## 492   360000.00 Dec-2013  Fully Paid        credit_card
## 493    43000.00 Dec-2013  Fully Paid debt_consolidation
## 494    80000.00 Dec-2013 Charged Off debt_consolidation
## 495   100000.00 Dec-2013  Fully Paid     small_business
## 496    98981.00 Dec-2013  Fully Paid        credit_card
## 497    35000.00 Dec-2013  Fully Paid debt_consolidation
## 498   120000.00 Dec-2013 Charged Off debt_consolidation
## 499    95000.00 Dec-2013  Fully Paid        credit_card
## 500    54000.00 Dec-2013  Fully Paid        credit_card
## 501   200000.00 Dec-2013  Fully Paid debt_consolidation
## 502    37000.00 Dec-2013  Fully Paid   home_improvement
## 503   275000.00 Dec-2013  Fully Paid   home_improvement
## 504    83000.00 Dec-2013  Fully Paid debt_consolidation
## 505    75000.00 Dec-2013 Charged Off     small_business
## 506    81500.00 Dec-2013  Fully Paid              other
## 507   125000.00 Dec-2013  Fully Paid debt_consolidation
## 508    62000.00 Dec-2013  Fully Paid     small_business
## 509    95000.00 Dec-2013  Fully Paid        credit_card
## 510    85000.00 Dec-2013  Fully Paid debt_consolidation
## 511    55000.00 Dec-2013  Fully Paid        credit_card
## 512    48000.00 Dec-2013  Fully Paid debt_consolidation
## 513    66400.00 Dec-2013  Fully Paid        credit_card
## 514    71000.00 Dec-2013 Charged Off   home_improvement
## 515    51000.00 Dec-2013  Fully Paid              other
## 516   108000.00 Dec-2013  Fully Paid debt_consolidation
## 517    63000.00 Dec-2013  Fully Paid        credit_card
## 518    75000.00 Dec-2013  Fully Paid        credit_card
## 519    95000.00 Dec-2013  Fully Paid debt_consolidation
## 520    76000.00 Dec-2013 Charged Off              other
## 521    81000.00 Dec-2013 Charged Off        credit_card
## 522    70000.00 Dec-2013 Charged Off debt_consolidation
## 523    60000.00 Dec-2013  Fully Paid debt_consolidation
## 524    50000.00 Dec-2013  Fully Paid        credit_card
## 525    96271.00 Dec-2013  Fully Paid        credit_card
## 526   160000.00 Dec-2013  Fully Paid              other
## 527    55000.00 Dec-2013  Fully Paid debt_consolidation
## 528    48000.00 Dec-2013  Fully Paid debt_consolidation
## 529    85000.00 Dec-2013  Fully Paid debt_consolidation
## 530    52000.00 Dec-2013  Fully Paid debt_consolidation
## 531   100000.00 Dec-2013 Charged Off        credit_card
## 532   120000.00 Dec-2013  Fully Paid        credit_card
## 533    90000.00 Dec-2013  Fully Paid        credit_card
## 534   156000.00 Dec-2013 Charged Off debt_consolidation
## 535   128000.00 Dec-2013  Fully Paid debt_consolidation
## 536    59589.00 Dec-2013  Fully Paid debt_consolidation
## 537   120000.00 Dec-2013  Fully Paid            medical
## 538    70000.00 Dec-2013  Fully Paid        credit_card
## 539    90000.00 Dec-2013  Fully Paid   home_improvement
## 540    68000.00 Dec-2013  Fully Paid debt_consolidation
## 541    55000.00 Dec-2013  Fully Paid debt_consolidation
## 542    75000.00 Dec-2013  Fully Paid debt_consolidation
## 543    33312.00 Dec-2013  Fully Paid        credit_card
## 544    65000.00 Dec-2013  Fully Paid debt_consolidation
## 545    76000.00 Dec-2013  Fully Paid debt_consolidation
## 546   113550.00 Dec-2013  Fully Paid        credit_card
## 547    55500.00 Dec-2013 Charged Off debt_consolidation
## 548    70000.00 Dec-2013  Fully Paid debt_consolidation
## 549   156160.00 Dec-2013  Fully Paid debt_consolidation
## 550    30000.00 Dec-2013  Fully Paid debt_consolidation
## 551    48000.00 Dec-2013  Fully Paid debt_consolidation
## 552    30000.00 Dec-2013  Fully Paid     major_purchase
## 553    76000.00 Dec-2013  Fully Paid debt_consolidation
## 554    85000.00 Dec-2013  Fully Paid debt_consolidation
## 555   124000.00 Dec-2013  Fully Paid debt_consolidation
## 556   120000.00 Dec-2013  Fully Paid debt_consolidation
## 557    65000.00 Dec-2013  Fully Paid     major_purchase
## 558    90000.00 Dec-2013  Fully Paid        credit_card
## 559    72000.00 Dec-2013  Fully Paid debt_consolidation
## 560    75000.00 Dec-2013 Charged Off     major_purchase
## 561    68000.00 Dec-2013  Fully Paid        credit_card
## 562    42000.00 Dec-2013  Fully Paid debt_consolidation
## 563    99450.00 Dec-2013  Fully Paid debt_consolidation
## 564    44000.00 Dec-2013  Fully Paid debt_consolidation
## 565    60000.00 Dec-2013  Fully Paid debt_consolidation
## 566    60000.00 Dec-2013  Fully Paid        credit_card
## 567    90000.00 Dec-2013  Fully Paid debt_consolidation
## 568   150000.00 Dec-2013  Fully Paid        credit_card
## 569    70000.00 Dec-2013  Fully Paid              other
## 570   140000.00 Dec-2013 Charged Off debt_consolidation
## 571    65000.00 Dec-2013  Fully Paid debt_consolidation
## 572   185000.00 Dec-2013  Fully Paid debt_consolidation
## 573    78000.00 Dec-2013 Charged Off        credit_card
## 574    20000.00 Dec-2013  Fully Paid debt_consolidation
## 575   105000.00 Dec-2013  Fully Paid        credit_card
## 576    90000.00 Dec-2013  Fully Paid debt_consolidation
## 577   123000.00 Dec-2013  Fully Paid debt_consolidation
## 578    50000.00 Dec-2013 Charged Off        credit_card
## 579    65000.00 Dec-2013  Fully Paid debt_consolidation
## 580    85000.00 Dec-2013  Fully Paid debt_consolidation
## 581    32000.00 Dec-2013  Fully Paid        credit_card
## 582    62100.00 Dec-2013  Fully Paid debt_consolidation
## 583    67608.00 Dec-2013  Fully Paid        credit_card
## 584    47000.00 Dec-2013  Fully Paid        credit_card
## 585    96600.00 Dec-2013  Fully Paid   home_improvement
## 586    49777.40 Dec-2013  Fully Paid debt_consolidation
## 587    57000.00 Dec-2013  Fully Paid        credit_card
## 588    35800.00 Dec-2013  Fully Paid debt_consolidation
## 589   100000.00 Dec-2013  Fully Paid        credit_card
## 590   100000.00 Dec-2013  Fully Paid debt_consolidation
## 591    42000.00 Dec-2013  Fully Paid        credit_card
## 592    95000.00 Dec-2013  Fully Paid debt_consolidation
## 593   145000.00 Dec-2013  Fully Paid debt_consolidation
## 594    45000.00 Dec-2013  Fully Paid debt_consolidation
## 595    71000.00 Dec-2013  Fully Paid        credit_card
## 596    50000.00 Dec-2013  Fully Paid debt_consolidation
## 597    65000.00 Dec-2013  Fully Paid debt_consolidation
## 598    40000.00 Dec-2013  Fully Paid        credit_card
## 599    34000.00 Dec-2013  Fully Paid debt_consolidation
## 600   170000.00 Dec-2013  Fully Paid debt_consolidation
## 601    60000.00 Dec-2013  Fully Paid        credit_card
## 602    21000.00 Dec-2013  Fully Paid debt_consolidation
## 603    76704.00 Dec-2013  Fully Paid debt_consolidation
## 604   110000.00 Dec-2013  Fully Paid        credit_card
## 605   110000.00 Dec-2013  Fully Paid debt_consolidation
## 606    70000.00 Dec-2013  Fully Paid        credit_card
## 607   106000.00 Dec-2013  Fully Paid debt_consolidation
## 608    62000.00 Dec-2013  Fully Paid        credit_card
## 609    66780.00 Dec-2013  Fully Paid        credit_card
## 610   130000.00 Dec-2013  Fully Paid debt_consolidation
## 611    45000.00 Dec-2013  Fully Paid debt_consolidation
## 612   180000.00 Dec-2013  Fully Paid debt_consolidation
## 613    42000.00 Dec-2013 Charged Off     major_purchase
## 614    90000.00 Dec-2013  Fully Paid debt_consolidation
## 615   176600.00 Dec-2013  Fully Paid   home_improvement
## 616   120000.00 Dec-2013  Fully Paid debt_consolidation
## 617   111305.00 Dec-2013  Fully Paid debt_consolidation
## 618    71000.00 Dec-2013  Fully Paid        credit_card
## 619   186800.00 Dec-2013  Fully Paid debt_consolidation
## 620    73000.00 Dec-2013  Fully Paid        credit_card
## 621    40000.00 Dec-2013  Fully Paid        credit_card
## 622    70000.00 Dec-2013  Fully Paid debt_consolidation
## 623    60000.00 Dec-2013  Fully Paid debt_consolidation
## 624    85000.00 Dec-2013  Fully Paid        credit_card
## 625    74000.00 Dec-2013  Fully Paid        credit_card
## 626    90000.00 Dec-2013  Fully Paid        credit_card
## 627    56000.00 Dec-2013 Charged Off debt_consolidation
## 628    57500.00 Dec-2013  Fully Paid debt_consolidation
## 629    36000.00 Dec-2013  Fully Paid debt_consolidation
## 630    31200.00 Dec-2013  Fully Paid debt_consolidation
## 631    85000.00 Dec-2013  Fully Paid debt_consolidation
## 632    30000.00 Dec-2013  Fully Paid        credit_card
## 633    47500.00 Dec-2013  Fully Paid debt_consolidation
## 634    41978.30 Dec-2013  Fully Paid debt_consolidation
## 635    27000.00 Dec-2013  Fully Paid        credit_card
## 636    80000.00 Dec-2013  Fully Paid debt_consolidation
## 637   120000.00 Dec-2013  Fully Paid debt_consolidation
## 638    55000.00 Dec-2013  Fully Paid        credit_card
## 639    39385.00 Dec-2013  Fully Paid debt_consolidation
## 640    53000.00 Dec-2013  Fully Paid        credit_card
## 641    53052.00 Dec-2013 Charged Off             moving
## 642    47000.00 Dec-2013  Fully Paid        credit_card
## 643    52000.00 Dec-2013 Charged Off debt_consolidation
## 644    64000.00 Dec-2013  Fully Paid debt_consolidation
## 645    30000.00 Dec-2013  Fully Paid        credit_card
## 646    85000.00 Dec-2013  Fully Paid        credit_card
## 647    68000.00 Dec-2013  Fully Paid debt_consolidation
## 648    60000.00 Dec-2013  Fully Paid                car
## 649   100000.00 Dec-2013  Fully Paid        credit_card
## 650   255000.00 Dec-2013  Fully Paid        credit_card
## 651    42000.00 Dec-2013  Fully Paid debt_consolidation
## 652    63000.00 Dec-2013  Fully Paid debt_consolidation
## 653    70000.00 Dec-2013  Fully Paid debt_consolidation
## 654    60952.00 Dec-2013  Fully Paid        credit_card
## 655    55000.00 Dec-2013  Fully Paid debt_consolidation
## 656    90000.00 Dec-2013  Fully Paid debt_consolidation
## 657    47000.00 Dec-2013  Fully Paid debt_consolidation
## 658    91000.00 Dec-2013  Fully Paid        credit_card
## 659    60000.00 Dec-2013  Fully Paid        credit_card
## 660    42000.00 Dec-2013  Fully Paid debt_consolidation
## 661    68000.00 Dec-2013  Fully Paid   home_improvement
## 662    45000.00 Dec-2013  Fully Paid debt_consolidation
## 663    48000.00 Dec-2013  Fully Paid debt_consolidation
## 664    52000.00 Dec-2013  Fully Paid        credit_card
## 665    59000.00 Dec-2013  Fully Paid debt_consolidation
## 666    40000.00 Dec-2013 Charged Off debt_consolidation
## 667    64000.00 Dec-2013 Charged Off debt_consolidation
## 668    75000.00 Dec-2013 Charged Off debt_consolidation
## 669    78800.00 Dec-2013  Fully Paid debt_consolidation
## 670   170000.00 Dec-2013  Fully Paid debt_consolidation
## 671    70000.00 Dec-2013  Fully Paid debt_consolidation
## 672    55000.00 Dec-2013  Fully Paid   home_improvement
## 673    73000.00 Dec-2013  Fully Paid debt_consolidation
## 674    70000.00 Dec-2013  Fully Paid        credit_card
## 675    35000.00 Dec-2013  Fully Paid debt_consolidation
## 676    52000.00 Dec-2013  Fully Paid        credit_card
## 677   183966.00 Dec-2013  Fully Paid debt_consolidation
## 678    60000.00 Dec-2013 Charged Off debt_consolidation
## 679   168000.00 Dec-2013  Fully Paid debt_consolidation
## 680    25000.00 Dec-2013  Fully Paid              other
## 681    40000.00 Dec-2013  Fully Paid     small_business
## 682   127000.00 Dec-2013  Fully Paid        credit_card
## 683    80000.00 Dec-2013 Charged Off debt_consolidation
## 684    65000.00 Dec-2013  Fully Paid debt_consolidation
## 685    46098.31 Dec-2013  Fully Paid              other
## 686    69565.00 Dec-2013  Fully Paid              other
## 687   120000.00 Dec-2013  Fully Paid   home_improvement
## 688   170000.00 Dec-2013  Fully Paid     small_business
## 689    70000.00 Dec-2013  Fully Paid        credit_card
## 690    96000.00 Dec-2013  Fully Paid              other
## 691   140000.00 Dec-2013  Fully Paid        credit_card
## 692    45000.00 Dec-2013  Fully Paid debt_consolidation
## 693   377031.00 Dec-2013  Fully Paid debt_consolidation
## 694   126000.00 Dec-2013  Fully Paid        credit_card
## 695    50000.00 Dec-2013 Charged Off debt_consolidation
## 696    93000.00 Dec-2013  Fully Paid debt_consolidation
## 697    91000.00 Dec-2013 Charged Off        credit_card
## 698    57000.00 Dec-2013  Fully Paid        credit_card
## 699   100000.00 Dec-2013  Fully Paid        credit_card
## 700    95000.00 Dec-2013  Fully Paid debt_consolidation
## 701    43800.00 Dec-2013  Fully Paid        credit_card
## 702    45000.00 Dec-2013  Fully Paid debt_consolidation
## 703    69572.00 Dec-2013  Fully Paid debt_consolidation
## 704   100000.00 Dec-2013  Fully Paid debt_consolidation
## 705    13629.00 Dec-2013  Fully Paid        credit_card
## 706    70000.00 Dec-2013  Fully Paid              other
## 707    60000.00 Dec-2013  Fully Paid debt_consolidation
## 708    35000.00 Dec-2013  Fully Paid debt_consolidation
## 709    93500.00 Dec-2013 Charged Off debt_consolidation
## 710   225000.00 Dec-2013  Fully Paid        credit_card
## 711    55000.00 Dec-2013  Fully Paid debt_consolidation
## 712    40000.00 Dec-2013  Fully Paid debt_consolidation
## 713    65000.00 Dec-2013  Fully Paid debt_consolidation
## 714    45000.00 Dec-2013  Fully Paid debt_consolidation
## 715    90000.00 Dec-2013  Fully Paid debt_consolidation
## 716    37400.00 Dec-2013  Fully Paid            medical
## 717    49000.00 Dec-2013  Fully Paid debt_consolidation
## 718    71000.00 Dec-2013 Charged Off debt_consolidation
## 719    31000.00 Dec-2013  Fully Paid debt_consolidation
## 720    62692.00 Dec-2013  Fully Paid debt_consolidation
## 721    53000.00 Dec-2013  Fully Paid debt_consolidation
## 722    70000.00 Dec-2013  Fully Paid debt_consolidation
## 723    63000.00 Dec-2013  Fully Paid debt_consolidation
## 724    95000.00 Dec-2013  Fully Paid debt_consolidation
## 725    38000.00 Dec-2013  Fully Paid debt_consolidation
## 726   146000.00 Dec-2013  Fully Paid debt_consolidation
## 727   100000.00 Dec-2013  Fully Paid debt_consolidation
## 728    46000.00 Dec-2013 Charged Off debt_consolidation
## 729    70198.56 Dec-2013  Fully Paid debt_consolidation
## 730    89450.00 Dec-2013  Fully Paid           vacation
## 731    45000.00 Dec-2013  Fully Paid        credit_card
## 732    85000.00 Dec-2013  Fully Paid debt_consolidation
## 733    92000.00 Dec-2013  Fully Paid debt_consolidation
## 734    49000.00 Dec-2013  Fully Paid        credit_card
## 735    92000.00 Dec-2013  Fully Paid   home_improvement
## 736    25400.00 Dec-2013  Fully Paid debt_consolidation
## 737    80000.00 Dec-2013  Fully Paid        credit_card
## 738    68000.00 Dec-2013  Fully Paid debt_consolidation
## 739    52000.00 Dec-2013 Charged Off debt_consolidation
## 740    60000.00 Dec-2013  Fully Paid        credit_card
## 741    42000.00 Dec-2013  Fully Paid debt_consolidation
## 742    65000.00 Dec-2013  Fully Paid debt_consolidation
## 743    50000.00 Dec-2013 Charged Off        credit_card
## 744   178000.00 Dec-2013  Fully Paid     major_purchase
## 745    60000.00 Dec-2013  Fully Paid debt_consolidation
## 746    45000.00 Dec-2013 Charged Off        credit_card
## 747    26000.00 Dec-2013  Fully Paid debt_consolidation
## 748    49000.00 Dec-2013  Fully Paid debt_consolidation
## 749   360000.00 Dec-2013  Fully Paid debt_consolidation
## 750    80000.00 Dec-2013  Fully Paid   home_improvement
## 751   150000.00 Dec-2013  Fully Paid        credit_card
## 752    95000.00 Dec-2013  Fully Paid debt_consolidation
## 753    42500.00 Dec-2013  Fully Paid debt_consolidation
## 754   110000.00 Dec-2013  Fully Paid              other
## 755    69000.00 Dec-2013 Charged Off debt_consolidation
## 756    51000.00 Dec-2013  Fully Paid debt_consolidation
## 757    65000.00 Dec-2013  Fully Paid debt_consolidation
## 758    50000.00 Dec-2013 Charged Off debt_consolidation
## 759    60000.00 Dec-2013  Fully Paid debt_consolidation
## 760   105000.00 Dec-2013  Fully Paid   home_improvement
## 761   115999.00 Dec-2013  Fully Paid        credit_card
## 762   130000.00 Dec-2013  Fully Paid     small_business
## 763    82000.00 Dec-2013  Fully Paid debt_consolidation
## 764    43811.00 Dec-2013 Charged Off        credit_card
## 765    79000.00 Dec-2013  Fully Paid        credit_card
## 766   100000.00 Dec-2013  Fully Paid debt_consolidation
## 767    65000.00 Dec-2013  Fully Paid        credit_card
## 768    65309.00 Dec-2013  Fully Paid        credit_card
## 769    58000.00 Dec-2013 Charged Off              other
## 770    82000.00 Dec-2013 Charged Off        credit_card
## 771    35700.00 Dec-2013  Fully Paid        credit_card
## 772   129000.00 Dec-2013  Fully Paid debt_consolidation
## 773   106890.00 Dec-2013  Fully Paid debt_consolidation
## 774    71000.00 Dec-2013  Fully Paid        credit_card
## 775    63148.00 Dec-2013  Fully Paid debt_consolidation
## 776    54500.00 Dec-2013  Fully Paid              other
## 777    38000.00 Dec-2013  Fully Paid        credit_card
## 778    70000.00 Dec-2013 Charged Off debt_consolidation
## 779    50000.00 Dec-2013  Fully Paid debt_consolidation
## 780    65000.00 Dec-2013  Fully Paid        credit_card
## 781    39000.00 Dec-2013 Charged Off        credit_card
## 782    50000.00 Dec-2013 Charged Off debt_consolidation
## 783    40000.00 Dec-2013  Fully Paid debt_consolidation
## 784    48500.00 Dec-2013  Fully Paid debt_consolidation
## 785    75000.00 Dec-2013  Fully Paid        credit_card
## 786    65000.00 Dec-2013  Fully Paid debt_consolidation
## 787    52000.00 Dec-2013  Fully Paid        credit_card
## 788    50000.00 Dec-2013  Fully Paid debt_consolidation
## 789    60000.00 Dec-2013  Fully Paid debt_consolidation
## 790   110000.00 Dec-2013 Charged Off debt_consolidation
## 791    65000.00 Dec-2013  Fully Paid        credit_card
## 792    54000.00 Dec-2013  Fully Paid debt_consolidation
## 793    45000.00 Dec-2013 Charged Off debt_consolidation
## 794    25000.00 Dec-2013 Charged Off debt_consolidation
## 795    36000.00 Dec-2013  Fully Paid                car
## 796   160000.00 Dec-2013  Fully Paid debt_consolidation
## 797   150000.00 Dec-2013  Fully Paid debt_consolidation
## 798    27000.00 Dec-2013  Fully Paid        credit_card
## 799    43000.00 Dec-2013  Fully Paid        credit_card
## 800    48000.00 Dec-2013  Fully Paid debt_consolidation
## 801    60500.00 Dec-2013  Fully Paid debt_consolidation
## 802   120000.00 Dec-2013  Fully Paid debt_consolidation
## 803    92400.00 Dec-2013  Fully Paid debt_consolidation
## 804    50000.00 Dec-2013 Charged Off debt_consolidation
## 805    50000.00 Dec-2013  Fully Paid debt_consolidation
## 806    55500.00 Dec-2013 Charged Off debt_consolidation
## 807    97008.00 Dec-2013  Fully Paid debt_consolidation
## 808    93700.00 Dec-2013  Fully Paid debt_consolidation
## 809   200000.00 Dec-2013  Fully Paid debt_consolidation
## 810    86000.00 Dec-2013  Fully Paid debt_consolidation
## 811   135000.00 Dec-2013  Fully Paid debt_consolidation
## 812   221000.00 Dec-2013  Fully Paid        credit_card
## 813    88000.00 Dec-2013  Fully Paid debt_consolidation
## 814   122000.00 Dec-2013  Fully Paid debt_consolidation
## 815    25000.00 Dec-2013  Fully Paid debt_consolidation
## 816    65000.00 Dec-2013  Fully Paid        credit_card
## 817   111000.00 Dec-2013 Charged Off debt_consolidation
## 818    17000.00 Dec-2013  Fully Paid debt_consolidation
## 819    89000.00 Dec-2013  Fully Paid   home_improvement
## 820    45000.00 Dec-2013 Charged Off debt_consolidation
## 821   105000.00 Dec-2013  Fully Paid            medical
## 822   124851.00 Dec-2013  Fully Paid debt_consolidation
## 823   151000.00 Dec-2013  Fully Paid debt_consolidation
## 824    46500.00 Dec-2013  Fully Paid debt_consolidation
## 825    33000.00 Dec-2013  Fully Paid debt_consolidation
## 826    44800.00 Dec-2013  Fully Paid debt_consolidation
## 827   120000.00 Dec-2013  Fully Paid        credit_card
## 828    75000.00 Dec-2013  Fully Paid debt_consolidation
## 829   150000.00 Dec-2013  Fully Paid        credit_card
## 830    36000.00 Dec-2013  Fully Paid        credit_card
## 831   108000.00 Dec-2013  Fully Paid debt_consolidation
## 832    56366.00 Dec-2013  Fully Paid debt_consolidation
## 833    66000.00 Dec-2013  Fully Paid   home_improvement
## 834    60000.00 Dec-2013 Charged Off debt_consolidation
## 835    65000.00 Dec-2013  Fully Paid        credit_card
## 836    68000.00 Dec-2013  Fully Paid debt_consolidation
## 837    70000.00 Dec-2013  Fully Paid debt_consolidation
## 838    48000.00 Dec-2013  Fully Paid        credit_card
## 839    59500.00 Dec-2013  Fully Paid        credit_card
## 840    33000.00 Dec-2013  Fully Paid                car
## 841    36500.00 Dec-2013  Fully Paid debt_consolidation
## 842    70000.00 Dec-2013  Fully Paid debt_consolidation
## 843    50000.00 Dec-2013 Charged Off debt_consolidation
## 844   125000.00 Dec-2013  Fully Paid        credit_card
## 845    70000.00 Dec-2013  Fully Paid        credit_card
## 846    40000.00 Dec-2013  Fully Paid debt_consolidation
## 847    60000.00 Dec-2013  Fully Paid debt_consolidation
## 848    54211.00 Dec-2013 Charged Off debt_consolidation
## 849    52000.00 Dec-2013  Fully Paid        credit_card
## 850   105000.00 Dec-2013  Fully Paid        credit_card
## 851    42000.00 Dec-2013  Fully Paid debt_consolidation
## 852    64000.00 Dec-2013  Fully Paid debt_consolidation
## 853    23722.80 Dec-2013  Fully Paid debt_consolidation
## 854   106780.00 Dec-2013  Fully Paid        credit_card
## 855    45000.00 Dec-2013  Fully Paid debt_consolidation
## 856    95000.00 Dec-2013  Fully Paid debt_consolidation
## 857    57000.00 Dec-2013 Charged Off debt_consolidation
## 858    81000.00 Dec-2013  Fully Paid debt_consolidation
## 859    58000.00 Dec-2013  Fully Paid debt_consolidation
## 860   124000.00 Dec-2013  Fully Paid        credit_card
## 861    75000.00 Dec-2013  Fully Paid              other
## 862    33626.04 Dec-2013  Fully Paid        credit_card
## 863    45376.00 Dec-2013  Fully Paid debt_consolidation
## 864   150000.00 Dec-2013 Charged Off debt_consolidation
## 865   165000.00 Dec-2013  Fully Paid debt_consolidation
## 866    62400.00 Dec-2013  Fully Paid debt_consolidation
## 867    37000.00 Dec-2013  Fully Paid   home_improvement
## 868    53150.00 Dec-2013 Charged Off debt_consolidation
## 869    50000.00 Dec-2013  Fully Paid debt_consolidation
## 870   235000.00 Dec-2013  Fully Paid debt_consolidation
## 871    43000.00 Dec-2013  Fully Paid   home_improvement
## 872    60000.00 Dec-2013  Fully Paid   home_improvement
## 873    87257.00 Dec-2013 Charged Off debt_consolidation
## 874    68000.00 Dec-2013  Fully Paid debt_consolidation
## 875   105616.00 Dec-2013  Fully Paid debt_consolidation
## 876    58000.00 Dec-2013  Fully Paid debt_consolidation
## 877   118000.00 Dec-2013 Charged Off debt_consolidation
## 878    99720.00 Dec-2013 Charged Off        credit_card
## 879   135000.00 Dec-2013 Charged Off        credit_card
## 880   100000.00 Dec-2013  Fully Paid        credit_card
## 881    28000.00 Dec-2013  Fully Paid debt_consolidation
## 882    59100.00 Dec-2013  Fully Paid debt_consolidation
## 883    62000.00 Dec-2013  Fully Paid        credit_card
## 884    53000.00 Dec-2013  Fully Paid debt_consolidation
## 885   100000.00 Dec-2013 Charged Off   home_improvement
## 886    75000.00 Dec-2013  Fully Paid debt_consolidation
## 887    70000.00 Dec-2013  Fully Paid        credit_card
## 888   120000.00 Dec-2013  Fully Paid        credit_card
## 889    42000.00 Dec-2013  Fully Paid debt_consolidation
## 890    42000.00 Dec-2013  Fully Paid debt_consolidation
## 891    40000.00 Dec-2013  Fully Paid debt_consolidation
## 892    40000.00 Dec-2013  Fully Paid debt_consolidation
## 893    51396.00 Dec-2013  Fully Paid debt_consolidation
## 894   250000.00 Dec-2013 Charged Off debt_consolidation
## 895    40600.00 Dec-2013  Fully Paid debt_consolidation
## 896   200000.00 Dec-2013  Fully Paid debt_consolidation
## 897   350000.00 Dec-2013  Fully Paid   home_improvement
## 898    22000.00 Dec-2013  Fully Paid debt_consolidation
## 899    64000.00 Dec-2013  Fully Paid debt_consolidation
## 900    42000.00 Dec-2013  Fully Paid   home_improvement
## 901    30000.00 Dec-2013  Fully Paid debt_consolidation
## 902    56000.00 Dec-2013  Fully Paid debt_consolidation
## 903    94500.00 Dec-2013 Charged Off debt_consolidation
## 904    40000.00 Dec-2013  Fully Paid        credit_card
## 905    60000.00 Dec-2013  Fully Paid debt_consolidation
## 906    58000.00 Dec-2013  Fully Paid              other
## 907    87000.00 Dec-2013  Fully Paid debt_consolidation
## 908   107000.00 Dec-2013 Charged Off debt_consolidation
## 909    55000.00 Dec-2013  Fully Paid        credit_card
## 910    81700.00 Dec-2013  Fully Paid        credit_card
## 911    85000.00 Dec-2013  Fully Paid debt_consolidation
## 912    64000.00 Dec-2013  Fully Paid   home_improvement
## 913    45000.00 Dec-2013  Fully Paid debt_consolidation
## 914    45000.00 Dec-2013  Fully Paid debt_consolidation
## 915    60000.00 Dec-2013  Fully Paid debt_consolidation
## 916    50000.00 Dec-2013  Fully Paid debt_consolidation
## 917   175000.00 Dec-2013 Charged Off debt_consolidation
## 918    50000.00 Dec-2013  Fully Paid        credit_card
## 919   103000.00 Dec-2013  Fully Paid debt_consolidation
## 920   115000.00 Dec-2013 Charged Off debt_consolidation
## 921    15000.00 Dec-2013  Fully Paid              other
## 922   117600.00 Dec-2013  Fully Paid              other
## 923   140000.00 Dec-2013  Fully Paid   home_improvement
## 924    42550.00 Dec-2013  Fully Paid debt_consolidation
## 925    65000.00 Dec-2013  Fully Paid        credit_card
## 926    91600.00 Dec-2013  Fully Paid              house
## 927    14500.00 Dec-2013  Fully Paid        credit_card
## 928    72000.00 Dec-2013  Fully Paid debt_consolidation
## 929   250000.00 Dec-2013  Fully Paid debt_consolidation
## 930    45000.00 Dec-2013  Fully Paid        credit_card
## 931   140000.00 Dec-2013 Charged Off        credit_card
## 932    11000.00 Dec-2013  Fully Paid              house
## 933    90000.00 Dec-2013  Fully Paid   home_improvement
## 934    52000.00 Dec-2013  Fully Paid        credit_card
## 935    56000.00 Dec-2013  Fully Paid        credit_card
## 936    40000.00 Dec-2013 Charged Off              other
## 937    60000.00 Dec-2013  Fully Paid debt_consolidation
## 938   120000.00 Dec-2013  Fully Paid debt_consolidation
## 939    68000.00 Dec-2013 Charged Off debt_consolidation
## 940    48000.00 Dec-2013  Fully Paid              other
## 941    84000.00 Dec-2013 Charged Off debt_consolidation
## 942   150000.00 Dec-2013  Fully Paid              other
## 943    90000.00 Dec-2013 Charged Off              other
## 944   100000.00 Dec-2013  Fully Paid        credit_card
## 945    45000.00 Dec-2013  Fully Paid debt_consolidation
## 946    22000.00 Dec-2013  Fully Paid debt_consolidation
## 947    61000.00 Dec-2013 Charged Off        credit_card
## 948    73000.00 Dec-2013 Charged Off debt_consolidation
## 949   200000.00 Dec-2013 Charged Off              other
## 950    55000.00 Dec-2013  Fully Paid        credit_card
## 951    60000.00 Dec-2013  Fully Paid debt_consolidation
## 952   105000.00 Dec-2013  Fully Paid debt_consolidation
## 953    97500.00 Dec-2013  Fully Paid   home_improvement
## 954   115000.00 Dec-2013  Fully Paid debt_consolidation
## 955    60000.00 Dec-2013  Fully Paid   home_improvement
## 956    63000.00 Dec-2013  Fully Paid debt_consolidation
## 957    70000.00 Dec-2013  Fully Paid debt_consolidation
## 958    39500.00 Dec-2013  Fully Paid        credit_card
## 959    63000.00 Dec-2013  Fully Paid        credit_card
## 960    60000.00 Dec-2013  Fully Paid debt_consolidation
## 961   105000.00 Dec-2013  Fully Paid debt_consolidation
## 962    66000.00 Dec-2013  Fully Paid        credit_card
## 963    77000.00 Dec-2013  Fully Paid debt_consolidation
## 964   116000.00 Dec-2013 Charged Off debt_consolidation
## 965   120000.00 Dec-2013  Fully Paid        credit_card
## 966    85000.00 Dec-2013 Charged Off debt_consolidation
## 967    78000.00 Dec-2013 Charged Off debt_consolidation
## 968    20300.00 Dec-2013 Charged Off        credit_card
## 969   108000.00 Dec-2013  Fully Paid debt_consolidation
## 970   105000.00 Dec-2013  Fully Paid     major_purchase
## 971    84500.00 Dec-2013  Fully Paid debt_consolidation
## 972    40000.00 Dec-2013 Charged Off debt_consolidation
## 973   176000.00 Dec-2013  Fully Paid        credit_card
## 974    30000.00 Dec-2013  Fully Paid debt_consolidation
## 975    39000.00 Dec-2013  Fully Paid        credit_card
## 976    32000.00 Dec-2013  Fully Paid        credit_card
## 977   135000.00 Dec-2013 Charged Off debt_consolidation
## 978   120000.00 Dec-2013  Fully Paid        credit_card
## 979    56000.00 Dec-2013  Fully Paid        credit_card
## 980    18720.00 Dec-2013  Fully Paid debt_consolidation
## 981    28000.00 Dec-2013  Fully Paid debt_consolidation
## 982    70000.00 Dec-2013  Fully Paid debt_consolidation
## 983    80000.00 Dec-2013  Fully Paid debt_consolidation
## 984   250000.00 Dec-2013  Fully Paid debt_consolidation
## 985    70000.00 Dec-2013 Charged Off        credit_card
## 986    72000.00 Dec-2013 Charged Off                car
## 987    52500.00 Dec-2013  Fully Paid              other
## 988    38500.00 Dec-2013  Fully Paid debt_consolidation
## 989    97200.00 Dec-2013  Fully Paid                car
## 990    70000.00 Dec-2013  Fully Paid debt_consolidation
## 991    70000.00 Dec-2013  Fully Paid debt_consolidation
## 992    74726.00 Dec-2013  Fully Paid   home_improvement
## 993    62000.00 Dec-2013  Fully Paid        credit_card
## 994   137000.00 Dec-2013  Fully Paid debt_consolidation
## 995    75000.00 Dec-2013  Fully Paid debt_consolidation
## 996    58000.00 Dec-2013  Fully Paid debt_consolidation
## 997    68000.00 Dec-2013  Fully Paid debt_consolidation
## 998    30000.00 Dec-2013  Fully Paid debt_consolidation
## 999    70000.00 Dec-2013  Fully Paid debt_consolidation
## 1000   26000.00 Dec-2013  Fully Paid debt_consolidation
## 1001   58530.00 Dec-2013  Fully Paid debt_consolidation
## 1002   70000.00 Dec-2013  Fully Paid        credit_card
## 1003   75000.00 Dec-2013 Charged Off        credit_card
## 1004   28800.00 Dec-2013  Fully Paid debt_consolidation
## 1005   66000.00 Dec-2013  Fully Paid        credit_card
## 1006   30000.00 Dec-2013  Fully Paid debt_consolidation
## 1007  106000.00 Dec-2013  Fully Paid        credit_card
## 1008  137069.00 Dec-2013  Fully Paid                car
## 1009   45000.00 Dec-2013  Fully Paid              other
## 1010   53000.00 Dec-2013  Fully Paid debt_consolidation
## 1011   53000.00 Dec-2013  Fully Paid debt_consolidation
## 1012   59000.00 Dec-2013  Fully Paid                car
## 1013   42228.00 Dec-2013  Fully Paid debt_consolidation
## 1014   46000.00 Dec-2013  Fully Paid debt_consolidation
## 1015   28750.00 Dec-2013  Fully Paid        credit_card
## 1016   38000.00 Dec-2013  Fully Paid debt_consolidation
## 1017  112000.00 Dec-2013  Fully Paid     major_purchase
## 1018   91988.00 Dec-2013  Fully Paid debt_consolidation
## 1019   64000.00 Dec-2013  Fully Paid              other
## 1020   44500.00 Dec-2013  Fully Paid        credit_card
## 1021   98000.00 Dec-2013  Fully Paid        credit_card
## 1022   85000.00 Dec-2013  Fully Paid debt_consolidation
## 1023  181000.00 Dec-2013  Fully Paid debt_consolidation
## 1024   60000.00 Dec-2013  Fully Paid   home_improvement
## 1025   60000.00 Dec-2013  Fully Paid debt_consolidation
## 1026   52000.00 Dec-2013  Fully Paid debt_consolidation
## 1027  100000.00 Dec-2013  Fully Paid debt_consolidation
## 1028   62000.00 Dec-2013  Fully Paid debt_consolidation
## 1029   87000.00 Dec-2013  Fully Paid debt_consolidation
## 1030   95000.00 Dec-2013  Fully Paid        credit_card
## 1031   80000.00 Dec-2013  Fully Paid        credit_card
## 1032   75000.00 Dec-2013  Fully Paid        credit_card
## 1033   80000.00 Dec-2013  Fully Paid debt_consolidation
## 1034   55000.00 Dec-2013  Fully Paid debt_consolidation
## 1035   32000.00 Dec-2013 Charged Off              other
## 1036  119000.00 Dec-2013  Fully Paid debt_consolidation
## 1037  103000.00 Dec-2013  Fully Paid debt_consolidation
## 1038   70000.00 Dec-2013  Fully Paid debt_consolidation
## 1039   30000.00 Dec-2013  Fully Paid debt_consolidation
## 1040   29000.00 Dec-2013  Fully Paid        credit_card
## 1041   35000.00 Dec-2013  Fully Paid              other
## 1042   55000.00 Dec-2013  Fully Paid debt_consolidation
## 1043   93000.00 Dec-2013  Fully Paid        credit_card
## 1044   75000.00 Dec-2013  Fully Paid        credit_card
## 1045  112000.00 Dec-2013  Fully Paid debt_consolidation
## 1046  150000.00 Dec-2013  Fully Paid        credit_card
## 1047   64000.00 Dec-2013  Fully Paid debt_consolidation
## 1048   62000.00 Dec-2013  Fully Paid              other
## 1049   33000.00 Dec-2013  Fully Paid debt_consolidation
## 1050   70000.00 Dec-2013  Fully Paid debt_consolidation
## 1051  120000.00 Dec-2013  Fully Paid        credit_card
## 1052   30000.00 Dec-2013  Fully Paid              other
## 1053   63000.00 Dec-2013  Fully Paid debt_consolidation
## 1054   89898.00 Dec-2013  Fully Paid        credit_card
## 1055   70000.00 Dec-2013  Fully Paid   home_improvement
## 1056   75000.00 Dec-2013  Fully Paid        credit_card
## 1057   55600.00 Dec-2013  Fully Paid debt_consolidation
## 1058   62000.00 Dec-2013  Fully Paid debt_consolidation
## 1059   80000.00 Dec-2013  Fully Paid debt_consolidation
## 1060   42000.00 Dec-2013  Fully Paid        credit_card
## 1061   72000.00 Dec-2013  Fully Paid        credit_card
## 1062   85000.00 Dec-2013  Fully Paid debt_consolidation
## 1063  170000.00 Dec-2013  Fully Paid   home_improvement
## 1064   40000.00 Dec-2013  Fully Paid        credit_card
## 1065   50000.00 Dec-2013  Fully Paid debt_consolidation
## 1066   75000.00 Dec-2013  Fully Paid debt_consolidation
## 1067   52000.00 Dec-2013  Fully Paid debt_consolidation
## 1068   60000.00 Dec-2013  Fully Paid debt_consolidation
## 1069   75000.00 Dec-2013  Fully Paid debt_consolidation
## 1070   40000.00 Dec-2013 Charged Off     major_purchase
## 1071   44600.00 Dec-2013 Charged Off        credit_card
## 1072   81000.00 Dec-2013 Charged Off debt_consolidation
## 1073   45000.00 Dec-2013 Charged Off        credit_card
## 1074   48000.00 Dec-2013  Fully Paid        credit_card
## 1075   70000.00 Dec-2013  Fully Paid debt_consolidation
## 1076   25000.00 Dec-2013  Fully Paid debt_consolidation
## 1077   68377.00 Dec-2013  Fully Paid debt_consolidation
## 1078   95000.00 Dec-2013  Fully Paid        credit_card
## 1079   50000.00 Dec-2013  Fully Paid debt_consolidation
## 1080   48000.00 Dec-2013 Charged Off        credit_card
## 1081   87000.00 Dec-2013  Fully Paid debt_consolidation
## 1082   90000.00 Dec-2013  Fully Paid        credit_card
## 1083  145000.00 Dec-2013  Fully Paid debt_consolidation
## 1084   40000.00 Dec-2013  Fully Paid debt_consolidation
## 1085   66000.00 Dec-2013  Fully Paid        credit_card
## 1086   70000.00 Dec-2013  Fully Paid debt_consolidation
## 1087   57000.00 Dec-2013  Fully Paid debt_consolidation
## 1088  157685.00 Dec-2013  Fully Paid        credit_card
## 1089   35000.00 Dec-2013  Fully Paid debt_consolidation
## 1090  150000.00 Dec-2013  Fully Paid        credit_card
## 1091   19900.00 Dec-2013  Fully Paid        credit_card
## 1092   30000.00 Dec-2013  Fully Paid        credit_card
## 1093   45000.00 Dec-2013  Fully Paid debt_consolidation
## 1094   82000.00 Dec-2013  Fully Paid debt_consolidation
## 1095   50000.00 Dec-2013  Fully Paid debt_consolidation
## 1096   48998.22 Dec-2013  Fully Paid debt_consolidation
## 1097   90000.00 Dec-2013  Fully Paid debt_consolidation
## 1098   75000.00 Dec-2013  Fully Paid debt_consolidation
## 1099   62000.00 Dec-2013  Fully Paid debt_consolidation
## 1100   52986.00 Dec-2013  Fully Paid debt_consolidation
## 1101  110000.00 Dec-2013 Charged Off debt_consolidation
## 1102   70000.00 Dec-2013  Fully Paid        credit_card
## 1103   48000.00 Dec-2013  Fully Paid debt_consolidation
## 1104   37836.00 Dec-2013  Fully Paid debt_consolidation
## 1105   75000.00 Dec-2013  Fully Paid        credit_card
## 1106   38516.00 Dec-2013 Charged Off        credit_card
## 1107   80000.00 Dec-2013  Fully Paid debt_consolidation
## 1108   45000.00 Dec-2013 Charged Off debt_consolidation
## 1109   70000.00 Dec-2013  Fully Paid debt_consolidation
## 1110   30000.00 Dec-2013  Fully Paid debt_consolidation
## 1111   36000.00 Dec-2013  Fully Paid debt_consolidation
## 1112   68425.00 Dec-2013 Charged Off debt_consolidation
## 1113   42640.00 Dec-2013  Fully Paid debt_consolidation
## 1114   95000.00 Dec-2013  Fully Paid        credit_card
## 1115  110000.00 Dec-2013 Charged Off debt_consolidation
## 1116   85000.00 Dec-2013  Fully Paid     small_business
## 1117   52000.00 Dec-2013  Fully Paid debt_consolidation
## 1118   70000.00 Dec-2013  Fully Paid debt_consolidation
## 1119   77000.00 Dec-2013  Fully Paid debt_consolidation
## 1120   94279.00 Dec-2013  Fully Paid debt_consolidation
## 1121   38000.00 Dec-2013 Charged Off        credit_card
## 1122   90000.00 Dec-2013  Fully Paid debt_consolidation
## 1123   60000.00 Dec-2013  Fully Paid        credit_card
## 1124   70000.00 Dec-2013  Fully Paid        credit_card
## 1125   76000.00 Dec-2013  Fully Paid     small_business
## 1126   32640.00 Dec-2013  Fully Paid debt_consolidation
## 1127  151704.00 Dec-2013  Fully Paid debt_consolidation
## 1128   35500.00 Dec-2013  Fully Paid debt_consolidation
## 1129   58750.00 Dec-2013  Fully Paid              other
## 1130   75000.00 Dec-2013  Fully Paid              other
## 1131  106000.00 Dec-2013  Fully Paid debt_consolidation
## 1132   84000.00 Dec-2013  Fully Paid debt_consolidation
## 1133   83000.00 Dec-2013  Fully Paid debt_consolidation
## 1134  168000.00 Dec-2013  Fully Paid debt_consolidation
## 1135   52000.00 Dec-2013  Fully Paid debt_consolidation
## 1136   88200.00 Dec-2013 Charged Off debt_consolidation
## 1137  100000.00 Dec-2013  Fully Paid debt_consolidation
## 1138   82500.00 Dec-2013  Fully Paid debt_consolidation
## 1139   42000.00 Dec-2013  Fully Paid        credit_card
## 1140  110000.00 Dec-2013  Fully Paid        credit_card
## 1141   60000.00 Dec-2013  Fully Paid        credit_card
## 1142   56000.00 Dec-2013 Charged Off debt_consolidation
## 1143   90000.00 Dec-2013  Fully Paid        credit_card
## 1144   45000.00 Dec-2013 Charged Off        credit_card
## 1145  300000.00 Dec-2013  Fully Paid              house
## 1146   60000.00 Dec-2013  Fully Paid debt_consolidation
## 1147   75000.00 Dec-2013  Fully Paid        credit_card
## 1148   60000.00 Dec-2013  Fully Paid debt_consolidation
## 1149   60000.00 Dec-2013  Fully Paid        credit_card
## 1150   61000.00 Dec-2013  Fully Paid        credit_card
## 1151   50000.00 Dec-2013  Fully Paid debt_consolidation
## 1152  109000.00 Dec-2013  Fully Paid debt_consolidation
## 1153  125000.00 Dec-2013  Fully Paid debt_consolidation
## 1154   35800.00 Dec-2013  Fully Paid debt_consolidation
## 1155   66000.00 Dec-2013  Fully Paid debt_consolidation
## 1156   40275.24 Dec-2013  Fully Paid debt_consolidation
## 1157  110000.00 Dec-2013  Fully Paid debt_consolidation
## 1158   60000.00 Dec-2013  Fully Paid        credit_card
## 1159  120000.00 Dec-2013  Fully Paid        credit_card
## 1160   75000.00 Dec-2013  Fully Paid        credit_card
## 1161   35500.00 Dec-2013  Fully Paid debt_consolidation
## 1162   49546.00 Dec-2013 Charged Off debt_consolidation
## 1163   57000.00 Dec-2013  Fully Paid debt_consolidation
## 1164   96000.00 Dec-2013  Fully Paid        credit_card
## 1165   70000.00 Dec-2013 Charged Off debt_consolidation
## 1166   70000.00 Dec-2013  Fully Paid debt_consolidation
## 1167   54538.00 Dec-2013 Charged Off debt_consolidation
## 1168  226000.00 Dec-2013  Fully Paid debt_consolidation
## 1169   90000.00 Dec-2013  Fully Paid        credit_card
## 1170   42000.00 Dec-2013  Fully Paid debt_consolidation
## 1171   50000.00 Dec-2013  Fully Paid debt_consolidation
## 1172   35784.00 Dec-2013  Fully Paid        credit_card
## 1173  102000.00 Dec-2013 Charged Off debt_consolidation
## 1174   38000.00 Dec-2013  Fully Paid debt_consolidation
## 1175   47300.00 Dec-2013  Fully Paid debt_consolidation
## 1176   94527.00 Dec-2013 Charged Off debt_consolidation
## 1177   62500.00 Dec-2013 Charged Off        credit_card
## 1178   50000.00 Dec-2013  Fully Paid              other
## 1179   85000.00 Dec-2013  Fully Paid     major_purchase
## 1180   42000.00 Dec-2013  Fully Paid        credit_card
## 1181   75000.00 Dec-2013  Fully Paid debt_consolidation
## 1182   87000.00 Dec-2013  Fully Paid debt_consolidation
## 1183   60000.00 Dec-2013  Fully Paid debt_consolidation
## 1184   47000.00 Dec-2013  Fully Paid debt_consolidation
## 1185   35360.00 Dec-2013  Fully Paid                car
## 1186   35000.00 Dec-2013  Fully Paid debt_consolidation
## 1187   60000.00 Dec-2013  Fully Paid debt_consolidation
## 1188   85000.00 Dec-2013  Fully Paid debt_consolidation
## 1189   45000.00 Dec-2013  Fully Paid        credit_card
## 1190   93120.00 Dec-2013 Charged Off debt_consolidation
## 1191   50000.00 Dec-2013  Fully Paid debt_consolidation
## 1192   50000.00 Dec-2013  Fully Paid debt_consolidation
## 1193   75000.00 Dec-2013 Charged Off        credit_card
## 1194  105000.00 Dec-2013  Fully Paid        credit_card
## 1195   35000.00 Dec-2013  Fully Paid debt_consolidation
## 1196   51000.00 Dec-2013  Fully Paid debt_consolidation
## 1197   50000.00 Dec-2013  Fully Paid debt_consolidation
## 1198  120000.00 Dec-2013  Fully Paid        credit_card
## 1199   42500.00 Dec-2013 Charged Off debt_consolidation
## 1200   44000.00 Dec-2013  Fully Paid debt_consolidation
## 1201   81000.00 Dec-2013  Fully Paid              other
## 1202   45000.00 Dec-2013  Fully Paid debt_consolidation
## 1203   45000.00 Dec-2013 Charged Off debt_consolidation
## 1204   64350.00 Dec-2013  Fully Paid        credit_card
## 1205   65000.00 Dec-2013  Fully Paid   home_improvement
## 1206   87000.00 Dec-2013  Fully Paid              other
## 1207  219000.00 Dec-2013  Fully Paid debt_consolidation
## 1208  200000.00 Dec-2013  Fully Paid        credit_card
## 1209   42000.00 Dec-2013  Fully Paid        credit_card
## 1210   45000.00 Dec-2013  Fully Paid        credit_card
## 1211  140000.00 Dec-2013  Fully Paid        credit_card
## 1212   40000.00 Dec-2013  Fully Paid debt_consolidation
## 1213   82500.00 Dec-2013  Fully Paid debt_consolidation
## 1214   65000.00 Dec-2013  Fully Paid debt_consolidation
## 1215   37500.00 Dec-2013  Fully Paid debt_consolidation
## 1216   59469.00 Dec-2013 Charged Off debt_consolidation
## 1217   80000.00 Dec-2013  Fully Paid debt_consolidation
## 1218   48900.00 Dec-2013  Fully Paid debt_consolidation
## 1219   45000.00 Dec-2013  Fully Paid debt_consolidation
## 1220  120000.00 Dec-2013  Fully Paid debt_consolidation
## 1221   36000.00 Dec-2013 Charged Off debt_consolidation
## 1222   90000.00 Dec-2013  Fully Paid debt_consolidation
## 1223  100000.00 Dec-2013  Fully Paid        credit_card
## 1224   40000.00 Dec-2013  Fully Paid debt_consolidation
## 1225   34500.00 Dec-2013  Fully Paid debt_consolidation
## 1226   95000.00 Dec-2013  Fully Paid debt_consolidation
## 1227  135000.00 Dec-2013  Fully Paid debt_consolidation
## 1228   65000.00 Dec-2013  Fully Paid debt_consolidation
## 1229   45000.00 Dec-2013  Fully Paid debt_consolidation
## 1230   62931.00 Dec-2013  Fully Paid debt_consolidation
## 1231   92000.00 Dec-2013  Fully Paid        credit_card
## 1232   48000.00 Dec-2013  Fully Paid        credit_card
## 1233   73268.00 Dec-2013 Charged Off debt_consolidation
## 1234  105000.00 Dec-2013  Fully Paid debt_consolidation
## 1235   85000.00 Dec-2013  Fully Paid debt_consolidation
## 1236   16000.00 Dec-2013  Fully Paid debt_consolidation
## 1237   30000.00 Dec-2013  Fully Paid debt_consolidation
## 1238   33000.00 Dec-2013  Fully Paid        credit_card
## 1239   52000.00 Dec-2013  Fully Paid debt_consolidation
## 1240   60000.00 Dec-2013  Fully Paid debt_consolidation
## 1241  160000.00 Dec-2013  Fully Paid debt_consolidation
## 1242  260000.00 Dec-2013  Fully Paid debt_consolidation
## 1243   92600.00 Dec-2013  Fully Paid        credit_card
## 1244   90000.00 Dec-2013  Fully Paid debt_consolidation
## 1245   75000.00 Dec-2013  Fully Paid   home_improvement
## 1246   67500.00 Dec-2013  Fully Paid debt_consolidation
## 1247   41500.00 Dec-2013  Fully Paid        credit_card
## 1248   42000.00 Dec-2013 Charged Off        credit_card
## 1249   36000.00 Dec-2013  Fully Paid debt_consolidation
## 1250   60000.00 Dec-2013  Fully Paid        credit_card
## 1251  145000.00 Dec-2013  Fully Paid debt_consolidation
## 1252  102000.00 Dec-2013  Fully Paid debt_consolidation
## 1253  150000.00 Dec-2013 Charged Off              other
## 1254   40000.00 Dec-2013  Fully Paid debt_consolidation
## 1255  164000.00 Dec-2013  Fully Paid        credit_card
## 1256   50000.00 Dec-2013  Fully Paid debt_consolidation
## 1257   65000.00 Dec-2013  Fully Paid debt_consolidation
## 1258   95000.00 Dec-2013  Fully Paid debt_consolidation
## 1259  240000.00 Dec-2013  Fully Paid debt_consolidation
## 1260   73200.00 Dec-2013  Fully Paid                car
## 1261   26000.00 Dec-2013 Charged Off debt_consolidation
## 1262   65000.00 Dec-2013  Fully Paid debt_consolidation
## 1263   80000.00 Dec-2013  Fully Paid   home_improvement
## 1264   60000.00 Dec-2013 Charged Off              other
## 1265   60000.00 Dec-2013  Fully Paid debt_consolidation
## 1266   47000.00 Dec-2013  Fully Paid debt_consolidation
## 1267   80000.00 Dec-2013  Fully Paid debt_consolidation
## 1268   79400.00 Dec-2013 Charged Off debt_consolidation
## 1269   59000.00 Dec-2013  Fully Paid debt_consolidation
## 1270   55000.00 Dec-2013  Fully Paid   home_improvement
## 1271   65000.00 Dec-2013 Charged Off        credit_card
## 1272   42000.00 Dec-2013  Fully Paid        credit_card
## 1273   57200.00 Dec-2013  Fully Paid        credit_card
## 1274   28000.00 Dec-2013  Fully Paid debt_consolidation
## 1275   80000.00 Dec-2013  Fully Paid debt_consolidation
## 1276   45000.00 Dec-2013  Fully Paid debt_consolidation
## 1277   65000.00 Dec-2013 Charged Off debt_consolidation
## 1278   35000.00 Dec-2013  Fully Paid debt_consolidation
## 1279  119433.00 Dec-2013 Charged Off debt_consolidation
## 1280  120000.00 Dec-2013  Fully Paid debt_consolidation
## 1281  120000.00 Dec-2013  Fully Paid debt_consolidation
## 1282   55000.00 Dec-2013  Fully Paid debt_consolidation
## 1283   62000.00 Dec-2013 Charged Off              other
## 1284  130000.00 Dec-2013  Fully Paid debt_consolidation
## 1285  110000.00 Dec-2013 Charged Off debt_consolidation
## 1286   43000.00 Dec-2013  Fully Paid debt_consolidation
## 1287   51535.00 Dec-2013  Fully Paid debt_consolidation
## 1288   81000.00 Dec-2013  Fully Paid debt_consolidation
## 1289   42000.00 Dec-2013  Fully Paid        credit_card
## 1290   55000.00 Dec-2013  Fully Paid        credit_card
## 1291  105000.00 Dec-2013  Fully Paid     major_purchase
## 1292   82200.00 Dec-2013  Fully Paid        credit_card
## 1293  112000.00 Dec-2013  Fully Paid debt_consolidation
## 1294   75000.00 Dec-2013  Fully Paid debt_consolidation
## 1295   30000.00 Dec-2013  Fully Paid        credit_card
## 1296  112000.00 Dec-2013  Fully Paid   home_improvement
## 1297   72000.00 Dec-2013  Fully Paid        credit_card
## 1298   45000.00 Dec-2013  Fully Paid     small_business
## 1299  125000.00 Dec-2013  Fully Paid debt_consolidation
## 1300   43800.00 Dec-2013  Fully Paid debt_consolidation
## 1301  180000.00 Dec-2013  Fully Paid debt_consolidation
## 1302   57600.00 Dec-2013  Fully Paid        credit_card
## 1303   50000.00 Dec-2013  Fully Paid        credit_card
## 1304   52925.00 Dec-2013  Fully Paid        credit_card
## 1305   76918.00 Dec-2013  Fully Paid debt_consolidation
## 1306   32448.00 Dec-2013  Fully Paid        credit_card
## 1307   60000.00 Dec-2013  Fully Paid debt_consolidation
## 1308   50000.00 Dec-2013 Charged Off debt_consolidation
## 1309   88000.00 Dec-2013  Fully Paid debt_consolidation
## 1310  120000.00 Dec-2013  Fully Paid debt_consolidation
## 1311   65000.00 Dec-2013  Fully Paid debt_consolidation
## 1312  160000.00 Dec-2013  Fully Paid debt_consolidation
## 1313   75000.00 Dec-2013 Charged Off        credit_card
## 1314   46000.00 Dec-2013  Fully Paid        credit_card
## 1315   80000.00 Dec-2013  Fully Paid debt_consolidation
## 1316  106000.00 Dec-2013  Fully Paid            medical
## 1317  120000.00 Dec-2013  Fully Paid debt_consolidation
## 1318   60000.00 Dec-2013 Charged Off debt_consolidation
## 1319   69000.00 Dec-2013  Fully Paid debt_consolidation
## 1320  120000.00 Dec-2013  Fully Paid        credit_card
## 1321   40000.00 Dec-2013 Charged Off debt_consolidation
## 1322   25000.00 Dec-2013  Fully Paid        credit_card
## 1323   85000.00 Dec-2013  Fully Paid        credit_card
## 1324   40000.00 Dec-2013  Fully Paid   home_improvement
## 1325   57000.00 Dec-2013  Fully Paid   home_improvement
## 1326   45000.00 Dec-2013  Fully Paid debt_consolidation
## 1327   68600.00 Dec-2013 Charged Off debt_consolidation
## 1328   79400.00 Dec-2013  Fully Paid debt_consolidation
## 1329   58000.00 Dec-2013  Fully Paid debt_consolidation
## 1330  125000.00 Dec-2013  Fully Paid debt_consolidation
## 1331   71000.00 Dec-2013  Fully Paid             moving
## 1332   74000.00 Dec-2013  Fully Paid debt_consolidation
## 1333   44500.00 Dec-2013  Fully Paid debt_consolidation
## 1334  133000.00 Dec-2013  Fully Paid debt_consolidation
## 1335  133000.00 Dec-2013  Fully Paid        credit_card
## 1336   84316.00 Dec-2013  Fully Paid              other
## 1337   70000.00 Dec-2013  Fully Paid debt_consolidation
## 1338  104000.00 Dec-2013  Fully Paid debt_consolidation
## 1339   86500.00 Dec-2013  Fully Paid debt_consolidation
## 1340   38000.00 Dec-2013  Fully Paid debt_consolidation
## 1341  150000.00 Dec-2013  Fully Paid debt_consolidation
## 1342   30000.00 Dec-2013 Charged Off debt_consolidation
## 1343   53400.00 Dec-2013 Charged Off debt_consolidation
## 1344  100000.00 Dec-2013  Fully Paid debt_consolidation
## 1345   30000.00 Dec-2013 Charged Off debt_consolidation
## 1346  129000.00 Dec-2013  Fully Paid        credit_card
## 1347   45000.00 Dec-2013  Fully Paid debt_consolidation
## 1348   13000.00 Dec-2013  Fully Paid            medical
## 1349   60000.00 Dec-2013  Fully Paid        credit_card
## 1350   52000.00 Dec-2013 Charged Off debt_consolidation
## 1351  125000.00 Dec-2013  Fully Paid debt_consolidation
## 1352   38000.00 Dec-2013  Fully Paid debt_consolidation
## 1353   44000.00 Dec-2013  Fully Paid debt_consolidation
## 1354   38000.00 Dec-2013  Fully Paid debt_consolidation
## 1355   50000.00 Dec-2013  Fully Paid debt_consolidation
## 1356   41201.06 Dec-2013  Fully Paid        credit_card
## 1357   55000.00 Dec-2013  Fully Paid        credit_card
## 1358   91000.00 Dec-2013  Fully Paid debt_consolidation
## 1359   91000.00 Dec-2013  Fully Paid   home_improvement
## 1360   75000.00 Dec-2013  Fully Paid debt_consolidation
## 1361  152736.00 Dec-2013  Fully Paid        credit_card
## 1362   64000.00 Dec-2013  Fully Paid debt_consolidation
## 1363   45000.00 Dec-2013  Fully Paid debt_consolidation
## 1364   34000.00 Dec-2013  Fully Paid   renewable_energy
## 1365  110000.00 Dec-2013  Fully Paid debt_consolidation
## 1366  100000.00 Dec-2013  Fully Paid   home_improvement
## 1367   45000.00 Dec-2013  Fully Paid debt_consolidation
## 1368   34000.00 Dec-2013 Charged Off debt_consolidation
## 1369   58400.00 Dec-2013  Fully Paid debt_consolidation
## 1370   65395.00 Dec-2013  Fully Paid debt_consolidation
## 1371   59000.00 Dec-2013  Fully Paid debt_consolidation
## 1372   30204.70 Dec-2013  Fully Paid debt_consolidation
## 1373   80000.00 Dec-2013  Fully Paid        credit_card
## 1374   48000.00 Dec-2013  Fully Paid debt_consolidation
## 1375   68000.00 Dec-2013  Fully Paid        credit_card
## 1376   53000.00 Dec-2013  Fully Paid        credit_card
## 1377   39000.00 Dec-2013 Charged Off debt_consolidation
## 1378   29000.00 Dec-2013  Fully Paid debt_consolidation
## 1379   32000.00 Dec-2013  Fully Paid        credit_card
## 1380   40560.00 Dec-2013  Fully Paid        credit_card
## 1381   25000.00 Dec-2013 Charged Off              other
## 1382  110000.00 Dec-2013  Fully Paid        credit_card
## 1383   50000.00 Dec-2013  Fully Paid debt_consolidation
## 1384   70000.00 Dec-2013  Fully Paid        credit_card
## 1385   78000.00 Dec-2013  Fully Paid        credit_card
## 1386   46000.00 Dec-2013  Fully Paid debt_consolidation
## 1387  160000.00 Dec-2013  Fully Paid debt_consolidation
## 1388   45000.00 Dec-2013  Fully Paid        credit_card
## 1389   45000.00 Dec-2013  Fully Paid debt_consolidation
## 1390   87000.00 Dec-2013  Fully Paid           vacation
## 1391   55000.00 Dec-2013  Fully Paid debt_consolidation
## 1392  100000.00 Dec-2013  Fully Paid debt_consolidation
## 1393   45000.00 Dec-2013  Fully Paid debt_consolidation
## 1394   75000.00 Dec-2013  Fully Paid debt_consolidation
## 1395   50000.00 Dec-2013  Fully Paid debt_consolidation
## 1396   60000.00 Dec-2013  Fully Paid debt_consolidation
## 1397   33000.00 Dec-2013  Fully Paid        credit_card
## 1398   35000.00 Dec-2013  Fully Paid debt_consolidation
## 1399   70000.00 Dec-2013  Fully Paid debt_consolidation
## 1400   80000.00 Dec-2013  Fully Paid debt_consolidation
## 1401   83000.00 Dec-2013  Fully Paid debt_consolidation
## 1402   80000.00 Dec-2013  Fully Paid   home_improvement
## 1403  145000.00 Dec-2013  Fully Paid debt_consolidation
## 1404   54000.00 Dec-2013  Fully Paid        credit_card
## 1405   54080.00 Dec-2013  Fully Paid        credit_card
## 1406   52000.00 Dec-2013  Fully Paid debt_consolidation
## 1407   42325.00 Dec-2013  Fully Paid debt_consolidation
## 1408  110000.00 Dec-2013  Fully Paid   home_improvement
## 1409   88000.00 Dec-2013  Fully Paid debt_consolidation
## 1410   80000.00 Dec-2013  Fully Paid debt_consolidation
## 1411   80000.00 Dec-2013  Fully Paid debt_consolidation
## 1412   65000.00 Dec-2013  Fully Paid debt_consolidation
## 1413   65000.00 Dec-2013  Fully Paid debt_consolidation
## 1414   78000.00 Dec-2013  Fully Paid debt_consolidation
## 1415   48000.00 Dec-2013 Charged Off debt_consolidation
## 1416  220000.00 Dec-2013  Fully Paid debt_consolidation
## 1417  180300.00 Dec-2013  Fully Paid        credit_card
## 1418  150000.00 Dec-2013  Fully Paid debt_consolidation
## 1419  118000.00 Dec-2013  Fully Paid debt_consolidation
## 1420   49000.00 Dec-2013  Fully Paid debt_consolidation
## 1421   96789.00 Dec-2013  Fully Paid debt_consolidation
## 1422  142500.00 Dec-2013  Fully Paid            medical
## 1423   67000.00 Dec-2013  Fully Paid debt_consolidation
## 1424   40000.00 Dec-2013  Fully Paid              other
## 1425   55713.00 Dec-2013  Fully Paid              other
## 1426   48000.00 Dec-2013  Fully Paid debt_consolidation
## 1427   78000.00 Dec-2013  Fully Paid              other
## 1428   50000.00 Dec-2013  Fully Paid debt_consolidation
## 1429   26000.00 Dec-2013 Charged Off debt_consolidation
## 1430   67000.00 Dec-2013  Fully Paid debt_consolidation
## 1431   80000.00 Dec-2013  Fully Paid     major_purchase
## 1432   53000.00 Dec-2013  Fully Paid        credit_card
## 1433   50000.00 Dec-2013  Fully Paid debt_consolidation
## 1434   45000.00 Dec-2013  Fully Paid              other
## 1435   40000.00 Dec-2013  Fully Paid     major_purchase
## 1436   44221.00 Dec-2013  Fully Paid        credit_card
## 1437   85000.00 Dec-2013  Fully Paid debt_consolidation
## 1438   54000.00 Dec-2013  Fully Paid debt_consolidation
## 1439   26000.00 Dec-2013  Fully Paid debt_consolidation
## 1440   65000.00 Dec-2013  Fully Paid     major_purchase
## 1441   60000.00 Dec-2013  Fully Paid debt_consolidation
## 1442   34840.00 Dec-2013  Fully Paid              other
## 1443  175000.00 Dec-2013  Fully Paid debt_consolidation
## 1444   75000.00 Dec-2013  Fully Paid        credit_card
## 1445   55000.00 Dec-2013  Fully Paid        credit_card
## 1446   60000.00 Dec-2013  Fully Paid debt_consolidation
## 1447   56000.00 Dec-2013 Charged Off debt_consolidation
## 1448   37000.00 Dec-2013  Fully Paid debt_consolidation
## 1449   42000.00 Dec-2013  Fully Paid        credit_card
## 1450  120000.00 Dec-2013  Fully Paid debt_consolidation
## 1451   28000.00 Dec-2013  Fully Paid debt_consolidation
## 1452   90000.00 Dec-2013  Fully Paid debt_consolidation
## 1453  150000.00 Dec-2013 Charged Off debt_consolidation
## 1454   71400.00 Dec-2013  Fully Paid debt_consolidation
## 1455   95000.00 Dec-2013  Fully Paid debt_consolidation
## 1456   48554.00 Dec-2013 Charged Off debt_consolidation
## 1457   30000.00 Dec-2013  Fully Paid        credit_card
## 1458  100000.00 Dec-2013  Fully Paid        credit_card
## 1459   55100.00 Dec-2013 Charged Off debt_consolidation
## 1460   60000.00 Dec-2013  Fully Paid        credit_card
## 1461   60000.00 Dec-2013  Fully Paid              other
## 1462  107000.00 Dec-2013  Fully Paid              other
## 1463   29000.00 Dec-2013  Fully Paid     small_business
## 1464  104000.00 Dec-2013  Fully Paid debt_consolidation
## 1465   68000.00 Dec-2013 Charged Off        credit_card
## 1466   60000.00 Dec-2013  Fully Paid              other
## 1467   27500.00 Dec-2013  Fully Paid            medical
## 1468   91000.00 Dec-2013  Fully Paid        credit_card
## 1469   33000.00 Dec-2013  Fully Paid        credit_card
## 1470   75689.00 Dec-2013  Fully Paid        credit_card
## 1471   62500.00 Dec-2013  Fully Paid debt_consolidation
## 1472   87000.00 Dec-2013  Fully Paid debt_consolidation
## 1473   48000.00 Dec-2013  Fully Paid           vacation
## 1474   80000.00 Dec-2013  Fully Paid debt_consolidation
## 1475   55129.00 Dec-2013  Fully Paid debt_consolidation
## 1476   41000.00 Dec-2013  Fully Paid debt_consolidation
## 1477   62000.00 Dec-2013  Fully Paid        credit_card
## 1478   92000.00 Dec-2013  Fully Paid debt_consolidation
## 1479   21008.00 Dec-2013 Charged Off debt_consolidation
## 1480   40000.00 Dec-2013  Fully Paid debt_consolidation
## 1481   90000.00 Dec-2013  Fully Paid debt_consolidation
## 1482   90000.00 Dec-2013  Fully Paid debt_consolidation
## 1483   62000.00 Dec-2013  Fully Paid debt_consolidation
## 1484   34000.00 Dec-2013  Fully Paid debt_consolidation
## 1485   41000.00 Dec-2013  Fully Paid debt_consolidation
## 1486   82600.00 Dec-2013  Fully Paid        credit_card
## 1487   82400.00 Dec-2013  Fully Paid debt_consolidation
## 1488   49992.00 Dec-2013  Fully Paid              other
## 1489   55000.00 Dec-2013  Fully Paid debt_consolidation
## 1490   38000.00 Dec-2013 Charged Off        credit_card
## 1491   75000.00 Dec-2013 Charged Off        credit_card
## 1492   35000.00 Dec-2013  Fully Paid debt_consolidation
## 1493   37000.00 Dec-2013  Fully Paid debt_consolidation
## 1494   75000.00 Dec-2013  Fully Paid   home_improvement
## 1495   52000.00 Dec-2013  Fully Paid debt_consolidation
## 1496   65032.00 Dec-2013  Fully Paid debt_consolidation
## 1497   60000.00 Dec-2013  Fully Paid        credit_card
## 1498   40000.00 Dec-2013  Fully Paid     small_business
## 1499   40000.00 Dec-2013 Charged Off              other
## 1500   50000.00 Dec-2013  Fully Paid debt_consolidation
## 1501  100000.00 Dec-2013  Fully Paid        credit_card
## 1502  115000.00 Dec-2013  Fully Paid debt_consolidation
## 1503   70000.00 Dec-2013 Charged Off debt_consolidation
## 1504  186000.00 Dec-2013  Fully Paid        credit_card
## 1505   97400.00 Dec-2013  Fully Paid debt_consolidation
## 1506  112000.00 Dec-2013  Fully Paid     major_purchase
## 1507   46000.00 Dec-2013  Fully Paid debt_consolidation
## 1508   60000.00 Dec-2013 Charged Off debt_consolidation
## 1509   55000.00 Dec-2013  Fully Paid debt_consolidation
## 1510   45000.00 Dec-2013 Charged Off        credit_card
## 1511   80000.00 Dec-2013  Fully Paid        credit_card
## 1512   62000.00 Dec-2013  Fully Paid debt_consolidation
## 1513  112000.00 Dec-2013  Fully Paid debt_consolidation
## 1514  105000.00 Dec-2013  Fully Paid              other
## 1515  185000.00 Dec-2013 Charged Off        credit_card
## 1516  100000.00 Dec-2013 Charged Off        credit_card
## 1517   65000.00 Dec-2013  Fully Paid        credit_card
## 1518   80000.00 Dec-2013  Fully Paid debt_consolidation
## 1519   40000.00 Dec-2013 Charged Off debt_consolidation
## 1520   90000.00 Dec-2013  Fully Paid debt_consolidation
## 1521  135000.00 Dec-2013  Fully Paid     major_purchase
## 1522   48000.00 Dec-2013  Fully Paid debt_consolidation
## 1523   85000.00 Dec-2013 Charged Off debt_consolidation
## 1524   75000.00 Dec-2013  Fully Paid debt_consolidation
## 1525   86275.00 Dec-2013  Fully Paid debt_consolidation
## 1526  130000.00 Dec-2013  Fully Paid debt_consolidation
## 1527  100360.00 Dec-2013 Charged Off debt_consolidation
## 1528   40000.00 Dec-2013  Fully Paid     major_purchase
## 1529  121166.00 Dec-2013  Fully Paid debt_consolidation
## 1530   83200.00 Dec-2013  Fully Paid debt_consolidation
## 1531   55000.00 Dec-2013  Fully Paid        credit_card
## 1532   67000.00 Dec-2013  Fully Paid debt_consolidation
## 1533   40000.00 Dec-2013  Fully Paid debt_consolidation
## 1534   55134.00 Dec-2013  Fully Paid debt_consolidation
## 1535  100000.00 Dec-2013  Fully Paid        credit_card
## 1536   57000.00 Dec-2013  Fully Paid        credit_card
## 1537  113627.00 Dec-2013  Fully Paid debt_consolidation
## 1538   56000.00 Dec-2013  Fully Paid debt_consolidation
## 1539  120000.00 Dec-2013  Fully Paid debt_consolidation
## 1540   98000.00 Dec-2013 Charged Off        credit_card
## 1541   60000.00 Dec-2013  Fully Paid debt_consolidation
## 1542   70000.00 Dec-2013  Fully Paid        credit_card
## 1543  160000.00 Dec-2013  Fully Paid        credit_card
## 1544  370000.00 Dec-2013  Fully Paid debt_consolidation
## 1545   65000.00 Dec-2013  Fully Paid debt_consolidation
## 1546   59571.20 Dec-2013  Fully Paid        credit_card
## 1547   38500.00 Dec-2013  Fully Paid debt_consolidation
## 1548   95000.00 Dec-2013  Fully Paid              other
## 1549   76000.00 Dec-2013  Fully Paid        credit_card
## 1550   58418.00 Dec-2013  Fully Paid        credit_card
## 1551   45000.00 Dec-2013  Fully Paid        credit_card
## 1552   29000.00 Dec-2013  Fully Paid debt_consolidation
## 1553   45000.00 Dec-2013 Charged Off debt_consolidation
## 1554   50000.00 Dec-2013  Fully Paid debt_consolidation
## 1555   85000.00 Dec-2013  Fully Paid debt_consolidation
## 1556   75000.00 Dec-2013 Charged Off debt_consolidation
## 1557   66073.00 Dec-2013  Fully Paid        credit_card
## 1558   27000.00 Dec-2013  Fully Paid              other
## 1559   50000.00 Dec-2013  Fully Paid debt_consolidation
## 1560   69500.00 Dec-2013  Fully Paid debt_consolidation
## 1561   55000.00 Nov-2013  Fully Paid debt_consolidation
## 1562   35000.00 Nov-2013  Fully Paid        credit_card
## 1563   24000.00 Dec-2013  Fully Paid debt_consolidation
## 1564   45000.00 Nov-2013 Charged Off debt_consolidation
## 1565   48154.00 Dec-2013 Charged Off debt_consolidation
## 1566   92000.00 Dec-2013  Fully Paid        credit_card
## 1567   72000.00 Nov-2013 Charged Off debt_consolidation
## 1568  125000.00 Dec-2013  Fully Paid        credit_card
## 1569  130000.00 Nov-2013  Fully Paid        credit_card
## 1570   75000.00 Dec-2013  Fully Paid        credit_card
## 1571   60000.00 Nov-2013  Fully Paid debt_consolidation
## 1572  120000.00 Dec-2013  Fully Paid        credit_card
## 1573  120000.00 Dec-2013  Fully Paid        credit_card
## 1574   60000.00 Dec-2013  Fully Paid            medical
## 1575  240000.00 Dec-2013  Fully Paid debt_consolidation
## 1576   95000.00 Dec-2013  Fully Paid debt_consolidation
## 1577   65000.00 Nov-2013 Charged Off debt_consolidation
## 1578   51000.00 Dec-2013 Charged Off debt_consolidation
## 1579   95000.00 Dec-2013  Fully Paid debt_consolidation
## 1580   20800.00 Dec-2013  Fully Paid        credit_card
## 1581   80000.00 Dec-2013 Charged Off   home_improvement
## 1582   68000.00 Nov-2013  Fully Paid debt_consolidation
## 1583   45000.00 Dec-2013  Fully Paid debt_consolidation
## 1584   80000.00 Dec-2013  Fully Paid debt_consolidation
## 1585  153000.00 Dec-2013  Fully Paid debt_consolidation
## 1586   66024.00 Dec-2013  Fully Paid              other
## 1587  140000.00 Dec-2013  Fully Paid   home_improvement
## 1588  160000.00 Dec-2013  Fully Paid        credit_card
## 1589   37000.00 Dec-2013  Fully Paid        credit_card
## 1590   55000.00 Dec-2013  Fully Paid debt_consolidation
## 1591   65000.00 Dec-2013  Fully Paid debt_consolidation
## 1592   65000.00 Dec-2013  Fully Paid debt_consolidation
## 1593   52644.00 Nov-2013  Fully Paid        credit_card
## 1594   26000.00 Nov-2013  Fully Paid debt_consolidation
## 1595   55000.00 Dec-2013  Fully Paid              other
## 1596   54000.00 Dec-2013 Charged Off debt_consolidation
## 1597   55000.00 Dec-2013  Fully Paid        credit_card
## 1598   45000.00 Nov-2013  Fully Paid              other
## 1599   50000.00 Nov-2013  Fully Paid debt_consolidation
## 1600   69000.00 Dec-2013  Fully Paid debt_consolidation
## 1601   50000.00 Dec-2013  Fully Paid debt_consolidation
## 1602   82000.00 Dec-2013  Fully Paid debt_consolidation
## 1603   26000.00 Dec-2013 Charged Off debt_consolidation
## 1604   34500.00 Dec-2013 Charged Off   home_improvement
## 1605   94000.00 Nov-2013  Fully Paid   home_improvement
## 1606   50000.00 Nov-2013 Charged Off   home_improvement
## 1607  100000.00 Dec-2013  Fully Paid        credit_card
## 1608   50000.00 Dec-2013 Charged Off   home_improvement
## 1609   70000.00 Dec-2013  Fully Paid debt_consolidation
## 1610  165000.00 Nov-2013  Fully Paid debt_consolidation
## 1611   55000.00 Dec-2013  Fully Paid debt_consolidation
## 1612   60000.00 Dec-2013  Fully Paid        credit_card
## 1613   27500.00 Nov-2013  Fully Paid debt_consolidation
## 1614   55000.00 Dec-2013  Fully Paid        credit_card
## 1615  275000.00 Nov-2013  Fully Paid              other
## 1616   79000.00 Dec-2013  Fully Paid debt_consolidation
## 1617   72000.00 Dec-2013  Fully Paid debt_consolidation
## 1618   55000.00 Dec-2013  Fully Paid debt_consolidation
## 1619  110000.00 Dec-2013  Fully Paid debt_consolidation
## 1620   50000.00 Dec-2013  Fully Paid debt_consolidation
## 1621   41500.00 Dec-2013  Fully Paid   home_improvement
## 1622   65000.00 Nov-2013  Fully Paid        credit_card
## 1623   51000.00 Nov-2013  Fully Paid        credit_card
## 1624   65000.00 Dec-2013  Fully Paid debt_consolidation
## 1625   45000.00 Nov-2013 Charged Off debt_consolidation
## 1626   98000.00 Nov-2013  Fully Paid debt_consolidation
## 1627   30000.00 Dec-2013  Fully Paid debt_consolidation
## 1628  199000.00 Nov-2013  Fully Paid        credit_card
## 1629  109000.00 Dec-2013  Fully Paid        credit_card
## 1630   46000.00 Dec-2013  Fully Paid        credit_card
## 1631   40000.00 Nov-2013 Charged Off        credit_card
## 1632   80000.00 Dec-2013  Fully Paid        credit_card
## 1633   38000.00 Nov-2013  Fully Paid        credit_card
## 1634  154000.00 Dec-2013  Fully Paid debt_consolidation
## 1635   53000.00 Dec-2013  Fully Paid        credit_card
## 1636   23400.00 Dec-2013  Fully Paid   home_improvement
## 1637   32000.00 Dec-2013  Fully Paid        credit_card
## 1638  100000.00 Dec-2013  Fully Paid        credit_card
## 1639   30000.00 Nov-2013 Charged Off              other
## 1640   55000.00 Dec-2013  Fully Paid        credit_card
## 1641   80000.00 Dec-2013  Fully Paid debt_consolidation
## 1642   54000.00 Dec-2013  Fully Paid        credit_card
## 1643   96000.00 Dec-2013  Fully Paid debt_consolidation
## 1644   95000.00 Nov-2013 Charged Off debt_consolidation
## 1645   45000.00 Nov-2013 Charged Off debt_consolidation
## 1646   59213.00 Nov-2013  Fully Paid        credit_card
## 1647  100500.00 Nov-2013  Fully Paid   home_improvement
## 1648  105000.00 Dec-2013  Fully Paid debt_consolidation
## 1649   42000.00 Dec-2013  Fully Paid        credit_card
## 1650   51975.00 Dec-2013  Fully Paid        credit_card
## 1651   55000.00 Nov-2013  Fully Paid debt_consolidation
## 1652   90000.00 Nov-2013  Fully Paid        credit_card
## 1653   84000.00 Nov-2013  Fully Paid debt_consolidation
## 1654   61200.00 Nov-2013 Charged Off debt_consolidation
## 1655   52000.00 Dec-2013  Fully Paid debt_consolidation
## 1656   40905.00 Nov-2013  Fully Paid debt_consolidation
## 1657  100000.00 Dec-2013  Fully Paid        credit_card
## 1658   40000.00 Nov-2013 Charged Off debt_consolidation
## 1659   19000.00 Nov-2013  Fully Paid debt_consolidation
## 1660   40000.00 Nov-2013  Fully Paid debt_consolidation
## 1661   75000.00 Nov-2013  Fully Paid debt_consolidation
## 1662   50000.00 Nov-2013  Fully Paid                car
## 1663  110000.00 Nov-2013  Fully Paid        credit_card
## 1664   27100.00 Nov-2013 Charged Off        credit_card
## 1665   53160.00 Nov-2013  Fully Paid debt_consolidation
## 1666   80000.00 Nov-2013  Fully Paid              other
## 1667   59225.00 Nov-2013  Fully Paid debt_consolidation
## 1668   72000.00 Nov-2013  Fully Paid debt_consolidation
## 1669   32000.00 Nov-2013  Fully Paid        credit_card
## 1670   58000.00 Nov-2013  Fully Paid debt_consolidation
## 1671   43480.00 Nov-2013  Fully Paid        credit_card
## 1672   48000.00 Nov-2013  Fully Paid   home_improvement
## 1673   67000.00 Nov-2013  Fully Paid debt_consolidation
## 1674   28400.00 Dec-2013  Fully Paid            medical
## 1675   67000.00 Nov-2013  Fully Paid        credit_card
## 1676  110000.00 Nov-2013  Fully Paid        credit_card
## 1677  100000.00 Nov-2013  Fully Paid debt_consolidation
## 1678   39000.00 Dec-2013  Fully Paid debt_consolidation
## 1679   85000.00 Nov-2013  Fully Paid debt_consolidation
## 1680   82000.00 Nov-2013 Charged Off debt_consolidation
## 1681   36166.00 Nov-2013  Fully Paid debt_consolidation
## 1682   65000.00 Nov-2013 Charged Off        credit_card
## 1683   54000.00 Nov-2013  Fully Paid        credit_card
## 1684   65000.00 Nov-2013  Fully Paid        credit_card
## 1685  135000.00 Nov-2013  Fully Paid debt_consolidation
## 1686  115000.00 Nov-2013 Charged Off debt_consolidation
## 1687   35000.00 Dec-2013  Fully Paid debt_consolidation
## 1688  113000.00 Nov-2013  Fully Paid        credit_card
## 1689   79000.00 Nov-2013  Fully Paid        credit_card
## 1690   70000.00 Nov-2013  Fully Paid              other
## 1691   31752.00 Nov-2013  Fully Paid debt_consolidation
## 1692   76000.00 Nov-2013  Fully Paid debt_consolidation
## 1693   52000.00 Nov-2013  Fully Paid        credit_card
## 1694   78000.00 Nov-2013 Charged Off debt_consolidation
## 1695   63000.00 Dec-2013  Fully Paid debt_consolidation
## 1696   53000.00 Nov-2013  Fully Paid debt_consolidation
## 1697  119000.00 Nov-2013  Fully Paid        credit_card
## 1698   80200.00 Nov-2013  Fully Paid debt_consolidation
## 1699  110000.00 Nov-2013  Fully Paid        credit_card
## 1700   37000.00 Dec-2013 Charged Off debt_consolidation
## 1701   68000.00 Dec-2013  Fully Paid        credit_card
## 1702   36000.00 Nov-2013  Fully Paid debt_consolidation
## 1703  130000.00 Nov-2013  Fully Paid debt_consolidation
## 1704  154000.00 Dec-2013  Fully Paid        credit_card
## 1705   66523.00 Nov-2013  Fully Paid     major_purchase
## 1706   60000.00 Nov-2013  Fully Paid        credit_card
## 1707   60000.00 Nov-2013  Fully Paid debt_consolidation
## 1708  175000.00 Nov-2013  Fully Paid        credit_card
## 1709   65000.00 Dec-2013  Fully Paid debt_consolidation
## 1710   40000.00 Dec-2013 Charged Off              other
## 1711   45000.00 Nov-2013 Charged Off debt_consolidation
## 1712  110000.00 Nov-2013  Fully Paid        credit_card
## 1713   87000.00 Nov-2013  Fully Paid debt_consolidation
## 1714  118000.00 Nov-2013  Fully Paid debt_consolidation
## 1715   93000.00 Nov-2013  Fully Paid     small_business
## 1716   32000.00 Nov-2013  Fully Paid debt_consolidation
## 1717   65000.00 Nov-2013  Fully Paid        credit_card
## 1718   35000.00 Nov-2013  Fully Paid debt_consolidation
## 1719   30000.00 Nov-2013 Charged Off debt_consolidation
## 1720  250000.00 Nov-2013  Fully Paid debt_consolidation
## 1721   47000.00 Nov-2013  Fully Paid     major_purchase
## 1722  108000.00 Nov-2013  Fully Paid debt_consolidation
## 1723   35000.00 Nov-2013  Fully Paid debt_consolidation
## 1724  345000.00 Nov-2013  Fully Paid   home_improvement
## 1725   80000.00 Nov-2013 Charged Off debt_consolidation
## 1726   80000.00 Nov-2013  Fully Paid        credit_card
## 1727   33000.00 Dec-2013  Fully Paid debt_consolidation
## 1728   65000.00 Nov-2013  Fully Paid debt_consolidation
## 1729   61000.00 Nov-2013  Fully Paid        credit_card
## 1730   50000.00 Nov-2013  Fully Paid debt_consolidation
## 1731   36000.00 Nov-2013 Charged Off        credit_card
## 1732   70000.00 Nov-2013  Fully Paid debt_consolidation
## 1733   53000.00 Nov-2013  Fully Paid        credit_card
## 1734   45000.00 Nov-2013  Fully Paid                car
## 1735   45000.00 Dec-2013  Fully Paid debt_consolidation
## 1736   82500.00 Nov-2013  Fully Paid debt_consolidation
## 1737   57000.00 Nov-2013  Fully Paid debt_consolidation
## 1738   51000.00 Nov-2013  Fully Paid              other
## 1739   50000.00 Nov-2013 Charged Off        credit_card
## 1740   40000.00 Dec-2013  Fully Paid debt_consolidation
## 1741  105000.00 Nov-2013  Fully Paid debt_consolidation
## 1742   60000.00 Nov-2013  Fully Paid debt_consolidation
## 1743   30000.00 Nov-2013 Charged Off        credit_card
## 1744   46500.00 Nov-2013  Fully Paid        credit_card
## 1745   60000.00 Nov-2013  Fully Paid        credit_card
## 1746   78000.00 Nov-2013  Fully Paid   renewable_energy
## 1747   51500.00 Nov-2013  Fully Paid debt_consolidation
## 1748   55000.00 Nov-2013  Fully Paid debt_consolidation
## 1749   65000.00 Nov-2013  Fully Paid        credit_card
## 1750   42000.00 Nov-2013  Fully Paid debt_consolidation
## 1751   70000.00 Nov-2013  Fully Paid debt_consolidation
## 1752   85000.00 Nov-2013  Fully Paid        credit_card
## 1753   54000.00 Nov-2013  Fully Paid debt_consolidation
## 1754   32000.00 Nov-2013  Fully Paid debt_consolidation
## 1755   50000.00 Nov-2013  Fully Paid debt_consolidation
## 1756   77000.00 Dec-2013  Fully Paid debt_consolidation
## 1757  280000.00 Dec-2013  Fully Paid     major_purchase
## 1758  133000.00 Nov-2013  Fully Paid debt_consolidation
## 1759   39000.00 Nov-2013  Fully Paid        credit_card
## 1760   39000.00 Nov-2013  Fully Paid debt_consolidation
## 1761   52000.00 Dec-2013  Fully Paid debt_consolidation
## 1762   80000.00 Nov-2013 Charged Off debt_consolidation
## 1763   35800.00 Nov-2013  Fully Paid        credit_card
## 1764   45000.00 Nov-2013  Fully Paid debt_consolidation
## 1765   38500.00 Nov-2013  Fully Paid debt_consolidation
## 1766   30000.00 Dec-2013  Fully Paid debt_consolidation
## 1767   40000.00 Nov-2013  Fully Paid        credit_card
## 1768   45000.00 Nov-2013  Fully Paid        credit_card
## 1769   76500.00 Nov-2013  Fully Paid              house
## 1770   56000.00 Nov-2013 Charged Off                car
## 1771  114000.00 Nov-2013  Fully Paid        credit_card
## 1772  100000.00 Nov-2013  Fully Paid        credit_card
## 1773  120000.00 Nov-2013  Fully Paid        credit_card
## 1774  136000.00 Nov-2013  Fully Paid        credit_card
## 1775  160000.00 Nov-2013  Fully Paid        credit_card
## 1776   98000.00 Nov-2013  Fully Paid debt_consolidation
## 1777   74871.00 Nov-2013  Fully Paid debt_consolidation
## 1778   37800.00 Nov-2013  Fully Paid        credit_card
## 1779   58000.00 Nov-2013  Fully Paid debt_consolidation
## 1780  171000.00 Dec-2013 Charged Off        credit_card
## 1781   29120.00 Nov-2013  Fully Paid debt_consolidation
## 1782  100000.00 Nov-2013  Fully Paid        credit_card
## 1783   76392.00 Nov-2013  Fully Paid        credit_card
## 1784   68000.00 Nov-2013 Charged Off debt_consolidation
## 1785   55500.00 Nov-2013  Fully Paid debt_consolidation
## 1786   70000.00 Nov-2013  Fully Paid debt_consolidation
## 1787   68173.00 Nov-2013 Charged Off debt_consolidation
## 1788  110000.00 Nov-2013  Fully Paid              other
## 1789   55000.00 Nov-2013  Fully Paid debt_consolidation
## 1790   70000.00 Nov-2013  Fully Paid debt_consolidation
## 1791   74000.00 Nov-2013  Fully Paid        credit_card
## 1792  100380.00 Nov-2013  Fully Paid            medical
## 1793   78000.00 Nov-2013 Charged Off debt_consolidation
## 1794   70000.00 Nov-2013  Fully Paid debt_consolidation
## 1795  120000.00 Nov-2013  Fully Paid        credit_card
## 1796   48000.00 Nov-2013  Fully Paid debt_consolidation
## 1797   58000.00 Nov-2013  Fully Paid        credit_card
## 1798   60000.00 Nov-2013  Fully Paid            medical
## 1799  216000.00 Nov-2013  Fully Paid            medical
## 1800   79100.00 Nov-2013  Fully Paid     major_purchase
## 1801   45000.00 Nov-2013  Fully Paid debt_consolidation
## 1802   61000.00 Nov-2013  Fully Paid   home_improvement
## 1803   52000.00 Nov-2013  Fully Paid debt_consolidation
## 1804   50000.00 Nov-2013  Fully Paid        credit_card
## 1805   20000.00 Nov-2013  Fully Paid     major_purchase
## 1806   84300.00 Nov-2013 Charged Off        credit_card
## 1807   59230.00 Nov-2013 Charged Off        credit_card
## 1808  100000.00 Dec-2013  Fully Paid debt_consolidation
## 1809  105000.00 Dec-2013  Fully Paid debt_consolidation
## 1810   42000.00 Nov-2013 Charged Off debt_consolidation
## 1811  162000.00 Nov-2013  Fully Paid   home_improvement
## 1812  225000.00 Dec-2013  Fully Paid        credit_card
## 1813   78000.00 Nov-2013 Charged Off        credit_card
## 1814   83000.00 Nov-2013  Fully Paid debt_consolidation
## 1815   70000.00 Nov-2013  Fully Paid        credit_card
## 1816   30000.00 Nov-2013  Fully Paid debt_consolidation
## 1817   34000.00 Nov-2013  Fully Paid debt_consolidation
## 1818   57000.00 Dec-2013  Fully Paid debt_consolidation
## 1819   90000.00 Nov-2013  Fully Paid debt_consolidation
## 1820   52000.00 Dec-2013 Charged Off        credit_card
## 1821   56000.00 Nov-2013  Fully Paid        credit_card
## 1822  165000.00 Nov-2013  Fully Paid debt_consolidation
## 1823  150000.00 Dec-2013  Fully Paid debt_consolidation
## 1824   79250.00 Nov-2013 Charged Off        credit_card
## 1825  150000.00 Nov-2013  Fully Paid        credit_card
## 1826   65000.00 Nov-2013  Fully Paid debt_consolidation
## 1827   56000.00 Nov-2013  Fully Paid        credit_card
## 1828  116000.00 Nov-2013  Fully Paid debt_consolidation
## 1829  140000.00 Nov-2013  Fully Paid   home_improvement
## 1830   42000.00 Nov-2013  Fully Paid        credit_card
## 1831   24000.00 Nov-2013  Fully Paid debt_consolidation
## 1832   60000.00 Nov-2013  Fully Paid        credit_card
## 1833   60000.00 Nov-2013  Fully Paid debt_consolidation
## 1834   33000.00 Nov-2013  Fully Paid        credit_card
## 1835   20000.00 Nov-2013  Fully Paid debt_consolidation
## 1836   56928.00 Nov-2013  Fully Paid debt_consolidation
## 1837   40000.00 Dec-2013  Fully Paid debt_consolidation
## 1838   25000.00 Nov-2013  Fully Paid debt_consolidation
## 1839   88000.00 Nov-2013  Fully Paid debt_consolidation
## 1840   51000.00 Nov-2013  Fully Paid debt_consolidation
## 1841   50000.00 Nov-2013 Charged Off debt_consolidation
## 1842   40800.00 Nov-2013 Charged Off        credit_card
## 1843  125000.00 Dec-2013 Charged Off   home_improvement
## 1844   70000.00 Nov-2013  Fully Paid debt_consolidation
## 1845   78921.00 Dec-2013  Fully Paid debt_consolidation
## 1846   44000.00 Nov-2013  Fully Paid debt_consolidation
## 1847   70500.00 Nov-2013 Charged Off        credit_card
## 1848   61150.00 Nov-2013  Fully Paid debt_consolidation
## 1849  115000.00 Nov-2013  Fully Paid debt_consolidation
## 1850   62000.00 Nov-2013  Fully Paid debt_consolidation
## 1851   32500.00 Nov-2013  Fully Paid debt_consolidation
## 1852   85000.00 Nov-2013 Charged Off        credit_card
## 1853   62200.00 Nov-2013 Charged Off debt_consolidation
## 1854   55100.00 Nov-2013  Fully Paid debt_consolidation
## 1855   95000.00 Nov-2013  Fully Paid debt_consolidation
## 1856   39000.00 Nov-2013  Fully Paid              other
## 1857   43000.00 Nov-2013  Fully Paid     major_purchase
## 1858   41000.00 Nov-2013  Fully Paid        credit_card
## 1859  107000.00 Nov-2013  Fully Paid        credit_card
## 1860   44000.00 Nov-2013  Fully Paid debt_consolidation
## 1861  135000.00 Dec-2013  Fully Paid        credit_card
## 1862   20000.00 Nov-2013  Fully Paid debt_consolidation
## 1863  120000.00 Nov-2013  Fully Paid debt_consolidation
## 1864   54000.00 Nov-2013 Charged Off debt_consolidation
## 1865   35000.00 Nov-2013  Fully Paid debt_consolidation
## 1866   75000.00 Nov-2013  Fully Paid        credit_card
## 1867   51000.00 Dec-2013  Fully Paid debt_consolidation
## 1868   41000.00 Nov-2013  Fully Paid        credit_card
## 1869   50000.00 Nov-2013  Fully Paid              other
## 1870   42000.00 Nov-2013  Fully Paid debt_consolidation
## 1871  104000.00 Dec-2013  Fully Paid     small_business
## 1872   83000.00 Nov-2013  Fully Paid debt_consolidation
## 1873   85000.00 Nov-2013  Fully Paid debt_consolidation
## 1874   49168.00 Nov-2013 Charged Off debt_consolidation
## 1875   50000.00 Nov-2013  Fully Paid        credit_card
## 1876   75000.00 Nov-2013  Fully Paid debt_consolidation
## 1877   75000.00 Nov-2013  Fully Paid        credit_card
## 1878   52900.00 Nov-2013  Fully Paid        credit_card
## 1879   65000.00 Nov-2013  Fully Paid              other
## 1880  182118.00 Nov-2013  Fully Paid debt_consolidation
## 1881  240000.00 Nov-2013  Fully Paid              other
## 1882  100000.00 Nov-2013  Fully Paid debt_consolidation
## 1883   80500.00 Nov-2013  Fully Paid   home_improvement
## 1884   80000.00 Nov-2013  Fully Paid        credit_card
## 1885  150000.00 Nov-2013  Fully Paid        credit_card
## 1886   64022.33 Nov-2013  Fully Paid debt_consolidation
## 1887   70000.00 Nov-2013  Fully Paid debt_consolidation
## 1888   38000.00 Dec-2013  Fully Paid        credit_card
## 1889   53000.00 Nov-2013  Fully Paid debt_consolidation
## 1890   84175.00 Nov-2013  Fully Paid debt_consolidation
## 1891   75000.00 Nov-2013  Fully Paid debt_consolidation
## 1892  122000.00 Nov-2013 Charged Off debt_consolidation
## 1893   74000.00 Nov-2013  Fully Paid debt_consolidation
## 1894   92000.00 Nov-2013  Fully Paid debt_consolidation
## 1895   33000.00 Nov-2013  Fully Paid debt_consolidation
## 1896   55089.00 Nov-2013 Charged Off debt_consolidation
## 1897   80000.00 Nov-2013  Fully Paid debt_consolidation
## 1898   27000.00 Nov-2013  Fully Paid debt_consolidation
## 1899   80000.00 Nov-2013  Fully Paid debt_consolidation
## 1900   56000.00 Nov-2013  Fully Paid     small_business
## 1901   75000.00 Nov-2013  Fully Paid debt_consolidation
## 1902   80000.00 Nov-2013  Fully Paid        credit_card
## 1903  118479.00 Nov-2013  Fully Paid debt_consolidation
## 1904   48000.00 Nov-2013  Fully Paid        credit_card
## 1905  100000.00 Nov-2013  Fully Paid debt_consolidation
## 1906   35000.00 Nov-2013  Fully Paid debt_consolidation
## 1907   85000.00 Nov-2013  Fully Paid        credit_card
## 1908   45000.00 Nov-2013 Charged Off debt_consolidation
## 1909   86600.00 Nov-2013  Fully Paid   home_improvement
## 1910  170000.00 Nov-2013  Fully Paid        credit_card
## 1911   52000.00 Nov-2013  Fully Paid debt_consolidation
## 1912  169822.00 Nov-2013  Fully Paid debt_consolidation
## 1913   40000.00 Nov-2013 Charged Off        credit_card
## 1914   68000.00 Dec-2013  Fully Paid debt_consolidation
## 1915  150000.00 Nov-2013  Fully Paid debt_consolidation
## 1916  125000.00 Nov-2013  Fully Paid   home_improvement
## 1917  227344.00 Nov-2013  Fully Paid debt_consolidation
## 1918   49502.00 Nov-2013  Fully Paid        credit_card
## 1919  130000.00 Nov-2013  Fully Paid        credit_card
## 1920   60000.00 Nov-2013  Fully Paid debt_consolidation
## 1921  108000.00 Nov-2013  Fully Paid debt_consolidation
## 1922  172000.00 Nov-2013  Fully Paid debt_consolidation
## 1923  100000.00 Nov-2013  Fully Paid debt_consolidation
## 1924   50000.00 Dec-2013  Fully Paid        credit_card
## 1925  102000.00 Nov-2013  Fully Paid debt_consolidation
## 1926   60000.00 Nov-2013  Fully Paid debt_consolidation
## 1927   62000.00 Nov-2013  Fully Paid              other
## 1928   50000.00 Nov-2013 Charged Off debt_consolidation
## 1929   92000.00 Nov-2013  Fully Paid debt_consolidation
## 1930  125000.00 Nov-2013  Fully Paid        credit_card
## 1931   68000.00 Nov-2013  Fully Paid        credit_card
## 1932  120000.00 Dec-2013  Fully Paid        credit_card
## 1933   90000.00 Nov-2013  Fully Paid debt_consolidation
## 1934   61000.00 Nov-2013  Fully Paid        credit_card
## 1935  110000.00 Nov-2013  Fully Paid debt_consolidation
## 1936   24000.00 Nov-2013  Fully Paid        credit_card
## 1937   75000.00 Nov-2013  Fully Paid debt_consolidation
## 1938   38000.00 Nov-2013  Fully Paid debt_consolidation
## 1939   47000.00 Nov-2013  Fully Paid debt_consolidation
## 1940   47000.00 Nov-2013  Fully Paid        credit_card
## 1941   66250.00 Nov-2013  Fully Paid debt_consolidation
## 1942   53000.00 Nov-2013  Fully Paid debt_consolidation
## 1943   60000.00 Nov-2013  Fully Paid debt_consolidation
## 1944   80000.00 Nov-2013  Fully Paid                car
## 1945   59500.00 Dec-2013  Fully Paid     major_purchase
## 1946   75000.00 Nov-2013 Charged Off debt_consolidation
## 1947   42000.00 Nov-2013  Fully Paid debt_consolidation
## 1948   56000.00 Nov-2013  Fully Paid debt_consolidation
## 1949   45000.00 Nov-2013  Fully Paid debt_consolidation
## 1950   70000.00 Nov-2013 Charged Off debt_consolidation
## 1951   19200.00 Nov-2013  Fully Paid              house
## 1952   43000.00 Nov-2013  Fully Paid debt_consolidation
## 1953  165000.00 Nov-2013  Fully Paid debt_consolidation
## 1954   48900.00 Nov-2013  Fully Paid        credit_card
## 1955   86000.00 Nov-2013  Fully Paid        credit_card
## 1956   37200.00 Nov-2013  Fully Paid debt_consolidation
## 1957   35500.00 Nov-2013  Fully Paid debt_consolidation
## 1958   40500.00 Nov-2013  Fully Paid debt_consolidation
## 1959   56000.00 Nov-2013 Charged Off debt_consolidation
## 1960   53000.00 Nov-2013  Fully Paid debt_consolidation
## 1961   79000.00 Dec-2013  Fully Paid debt_consolidation
## 1962   55000.00 Nov-2013  Fully Paid        credit_card
## 1963   44824.00 Nov-2013  Fully Paid debt_consolidation
## 1964   70000.00 Dec-2013  Fully Paid debt_consolidation
## 1965  120000.00 Nov-2013  Fully Paid debt_consolidation
## 1966  160000.00 Nov-2013 Charged Off debt_consolidation
## 1967   40000.00 Nov-2013  Fully Paid   home_improvement
## 1968   80000.00 Nov-2013  Fully Paid debt_consolidation
## 1969   30000.00 Nov-2013 Charged Off debt_consolidation
## 1970   95000.00 Nov-2013  Fully Paid debt_consolidation
## 1971   83000.00 Nov-2013  Fully Paid debt_consolidation
## 1972   42000.00 Nov-2013  Fully Paid        credit_card
## 1973   56000.00 Nov-2013  Fully Paid debt_consolidation
## 1974   40000.00 Nov-2013  Fully Paid debt_consolidation
## 1975   63000.00 Nov-2013  Fully Paid        credit_card
## 1976   82000.00 Nov-2013  Fully Paid              other
## 1977   55100.00 Nov-2013  Fully Paid   home_improvement
## 1978   48814.00 Nov-2013  Fully Paid        credit_card
## 1979   50000.00 Nov-2013  Fully Paid debt_consolidation
## 1980   76000.00 Nov-2013  Fully Paid        credit_card
## 1981   74340.00 Nov-2013  Fully Paid debt_consolidation
## 1982   52000.00 Nov-2013  Fully Paid debt_consolidation
## 1983   51766.00 Nov-2013  Fully Paid        credit_card
## 1984   97000.00 Nov-2013  Fully Paid        credit_card
## 1985   93000.00 Nov-2013 Charged Off debt_consolidation
## 1986   36294.00 Nov-2013 Charged Off debt_consolidation
## 1987   32496.00 Nov-2013  Fully Paid              other
## 1988   95000.00 Nov-2013 Charged Off debt_consolidation
## 1989   56000.00 Nov-2013  Fully Paid        credit_card
## 1990   42000.00 Nov-2013  Fully Paid debt_consolidation
## 1991   68000.00 Nov-2013  Fully Paid debt_consolidation
## 1992  100000.00 Nov-2013  Fully Paid        credit_card
## 1993   75689.00 Nov-2013  Fully Paid              other
## 1994   60000.00 Nov-2013 Charged Off debt_consolidation
## 1995   36000.00 Nov-2013  Fully Paid             moving
## 1996   72000.00 Nov-2013  Fully Paid        credit_card
## 1997   43971.00 Nov-2013  Fully Paid debt_consolidation
## 1998   38000.00 Nov-2013  Fully Paid        credit_card
## 1999   83000.00 Nov-2013  Fully Paid debt_consolidation
## 2000   72000.00 Nov-2013  Fully Paid debt_consolidation
## 2001  150000.00 Nov-2013  Fully Paid debt_consolidation
## 2002   42500.00 Nov-2013  Fully Paid        credit_card
## 2003   70000.00 Nov-2013  Fully Paid debt_consolidation
## 2004  100000.00 Nov-2013  Fully Paid        credit_card
## 2005   45000.00 Nov-2013  Fully Paid              other
## 2006   60000.00 Nov-2013  Fully Paid              other
## 2007   30000.00 Nov-2013  Fully Paid debt_consolidation
## 2008   86155.81 Nov-2013  Fully Paid debt_consolidation
## 2009   30000.00 Nov-2013 Charged Off debt_consolidation
## 2010   50000.00 Nov-2013  Fully Paid debt_consolidation
## 2011   45600.00 Nov-2013 Charged Off debt_consolidation
## 2012   40000.00 Nov-2013  Fully Paid        credit_card
## 2013   90000.00 Nov-2013  Fully Paid        credit_card
## 2014   67000.00 Nov-2013  Fully Paid debt_consolidation
## 2015   59000.00 Nov-2013  Fully Paid        credit_card
## 2016  200000.00 Nov-2013  Fully Paid        credit_card
## 2017   37000.00 Dec-2013  Fully Paid debt_consolidation
## 2018   72000.00 Nov-2013 Charged Off debt_consolidation
## 2019   80000.00 Nov-2013  Fully Paid        credit_card
## 2020   53000.00 Nov-2013 Charged Off debt_consolidation
## 2021   67000.00 Nov-2013  Fully Paid debt_consolidation
## 2022   34000.00 Nov-2013  Fully Paid debt_consolidation
## 2023   60380.00 Nov-2013  Fully Paid        credit_card
## 2024   44500.00 Nov-2013  Fully Paid              other
## 2025   57800.00 Nov-2013 Charged Off        credit_card
## 2026  107500.00 Nov-2013  Fully Paid debt_consolidation
## 2027   62000.00 Nov-2013  Fully Paid debt_consolidation
## 2028   70000.00 Nov-2013  Fully Paid debt_consolidation
## 2029   58000.00 Nov-2013  Fully Paid              other
## 2030   96000.00 Nov-2013  Fully Paid     major_purchase
## 2031   40000.00 Nov-2013  Fully Paid        credit_card
## 2032  115000.00 Nov-2013  Fully Paid debt_consolidation
## 2033   31000.00 Nov-2013  Fully Paid        credit_card
## 2034   84000.00 Nov-2013  Fully Paid        credit_card
## 2035   75000.00 Nov-2013  Fully Paid              other
## 2036   24000.00 Nov-2013  Fully Paid        credit_card
## 2037  110000.00 Nov-2013  Fully Paid debt_consolidation
## 2038   64740.00 Nov-2013  Fully Paid        credit_card
## 2039   55000.00 Nov-2013  Fully Paid debt_consolidation
## 2040  135000.00 Nov-2013  Fully Paid        credit_card
## 2041   95000.00 Nov-2013  Fully Paid debt_consolidation
## 2042   39000.00 Nov-2013  Fully Paid debt_consolidation
## 2043   48000.00 Nov-2013 Charged Off        credit_card
## 2044   45000.00 Nov-2013  Fully Paid                car
## 2045  122000.00 Nov-2013  Fully Paid debt_consolidation
## 2046   65000.00 Nov-2013 Charged Off              other
## 2047   43000.00 Nov-2013 Charged Off debt_consolidation
## 2048   25000.00 Nov-2013 Charged Off        credit_card
## 2049   64000.00 Nov-2013  Fully Paid debt_consolidation
## 2050   62160.00 Nov-2013  Fully Paid debt_consolidation
## 2051   60000.00 Nov-2013  Fully Paid debt_consolidation
## 2052   45000.00 Nov-2013 Charged Off debt_consolidation
## 2053   90000.00 Nov-2013  Fully Paid debt_consolidation
## 2054   60000.00 Nov-2013  Fully Paid debt_consolidation
## 2055   76731.00 Nov-2013 Charged Off     small_business
## 2056  108000.00 Nov-2013  Fully Paid            medical
## 2057   55300.00 Nov-2013  Fully Paid debt_consolidation
## 2058   35000.00 Nov-2013  Fully Paid        credit_card
## 2059   50000.00 Nov-2013  Fully Paid   home_improvement
## 2060   38000.00 Nov-2013  Fully Paid debt_consolidation
## 2061  300000.00 Nov-2013  Fully Paid debt_consolidation
## 2062   38000.00 Nov-2013  Fully Paid   home_improvement
## 2063  160000.00 Nov-2013  Fully Paid     major_purchase
## 2064   71000.00 Nov-2013  Fully Paid debt_consolidation
## 2065   55000.00 Nov-2013  Fully Paid debt_consolidation
## 2066   67000.00 Nov-2013  Fully Paid        credit_card
## 2067   46000.00 Nov-2013  Fully Paid        credit_card
## 2068   68000.00 Nov-2013  Fully Paid              other
## 2069   87500.00 Nov-2013  Fully Paid debt_consolidation
## 2070   50000.00 Nov-2013  Fully Paid debt_consolidation
## 2071   90000.00 Nov-2013  Fully Paid debt_consolidation
## 2072   54200.00 Nov-2013  Fully Paid debt_consolidation
## 2073  115500.00 Nov-2013 Charged Off debt_consolidation
## 2074  130000.00 Nov-2013  Fully Paid        credit_card
## 2075  100000.00 Nov-2013  Fully Paid debt_consolidation
## 2076   52000.00 Nov-2013  Fully Paid debt_consolidation
## 2077   70000.00 Nov-2013  Fully Paid           vacation
## 2078   72291.00 Nov-2013  Fully Paid debt_consolidation
## 2079   92000.00 Nov-2013  Fully Paid            medical
## 2080   98000.00 Nov-2013  Fully Paid debt_consolidation
## 2081   60000.00 Nov-2013  Fully Paid debt_consolidation
## 2082   53165.00 Nov-2013  Fully Paid debt_consolidation
## 2083   40000.00 Nov-2013 Charged Off debt_consolidation
## 2084   62000.00 Nov-2013 Charged Off debt_consolidation
## 2085   55000.00 Nov-2013 Charged Off        credit_card
## 2086   88500.00 Nov-2013  Fully Paid debt_consolidation
## 2087   52000.00 Nov-2013  Fully Paid debt_consolidation
## 2088   70000.00 Nov-2013  Fully Paid   home_improvement
## 2089   72000.00 Nov-2013  Fully Paid debt_consolidation
## 2090   40000.00 Nov-2013  Fully Paid        credit_card
## 2091   72000.00 Nov-2013  Fully Paid   home_improvement
## 2092  108675.00 Dec-2013  Fully Paid debt_consolidation
## 2093  145000.00 Nov-2013  Fully Paid   home_improvement
## 2094  144000.00 Nov-2013  Fully Paid debt_consolidation
## 2095   42000.00 Nov-2013  Fully Paid debt_consolidation
## 2096  164000.00 Nov-2013  Fully Paid        credit_card
## 2097  108000.00 Nov-2013  Fully Paid debt_consolidation
## 2098   52000.00 Nov-2013  Fully Paid        credit_card
## 2099   34500.00 Nov-2013  Fully Paid              other
## 2100   54000.00 Nov-2013  Fully Paid debt_consolidation
## 2101   72000.00 Nov-2013 Charged Off debt_consolidation
## 2102  200000.00 Nov-2013  Fully Paid debt_consolidation
## 2103   62000.00 Nov-2013  Fully Paid debt_consolidation
## 2104   55000.00 Nov-2013  Fully Paid        credit_card
## 2105   53000.00 Nov-2013  Fully Paid debt_consolidation
## 2106   63624.00 Nov-2013  Fully Paid debt_consolidation
## 2107  110000.00 Nov-2013  Fully Paid debt_consolidation
## 2108   66000.00 Nov-2013 Charged Off debt_consolidation
## 2109   34000.00 Nov-2013  Fully Paid debt_consolidation
## 2110   42000.00 Nov-2013  Fully Paid        credit_card
## 2111   55000.00 Nov-2013  Fully Paid   home_improvement
## 2112   50000.00 Nov-2013  Fully Paid        credit_card
## 2113   50000.00 Nov-2013 Charged Off debt_consolidation
## 2114   46000.00 Nov-2013  Fully Paid debt_consolidation
## 2115   40000.00 Nov-2013 Charged Off     major_purchase
## 2116  180000.00 Nov-2013  Fully Paid   home_improvement
## 2117   75000.00 Nov-2013  Fully Paid        credit_card
## 2118   71000.00 Nov-2013  Fully Paid        credit_card
## 2119   65000.00 Nov-2013  Fully Paid debt_consolidation
## 2120   85000.00 Nov-2013 Charged Off debt_consolidation
## 2121   47000.00 Nov-2013  Fully Paid debt_consolidation
## 2122   30000.00 Nov-2013  Fully Paid debt_consolidation
## 2123   41000.00 Nov-2013  Fully Paid debt_consolidation
## 2124   40000.00 Nov-2013  Fully Paid        credit_card
## 2125   50000.00 Nov-2013  Fully Paid        credit_card
## 2126   54100.00 Nov-2013  Fully Paid debt_consolidation
## 2127   68000.00 Nov-2013  Fully Paid debt_consolidation
## 2128   64000.00 Nov-2013  Fully Paid        credit_card
## 2129   62000.00 Nov-2013  Fully Paid debt_consolidation
## 2130   48000.00 Nov-2013  Fully Paid debt_consolidation
## 2131   45184.00 Nov-2013 Charged Off debt_consolidation
## 2132   70000.00 Nov-2013  Fully Paid   home_improvement
## 2133   82000.00 Nov-2013 Charged Off        credit_card
## 2134   85000.00 Nov-2013  Fully Paid debt_consolidation
## 2135   34320.00 Nov-2013 Charged Off        credit_card
## 2136   50000.00 Nov-2013  Fully Paid        credit_card
## 2137   84000.00 Nov-2013  Fully Paid     small_business
## 2138   92000.00 Nov-2013  Fully Paid debt_consolidation
## 2139   68500.00 Nov-2013  Fully Paid        credit_card
## 2140   27000.00 Nov-2013  Fully Paid   home_improvement
## 2141  120000.00 Dec-2013  Fully Paid        credit_card
## 2142   74000.00 Nov-2013  Fully Paid        credit_card
## 2143  250000.00 Nov-2013 Charged Off     small_business
## 2144  120000.00 Nov-2013  Fully Paid debt_consolidation
## 2145   43585.00 Nov-2013  Fully Paid        credit_card
## 2146   60000.00 Nov-2013  Fully Paid debt_consolidation
## 2147   55000.00 Nov-2013  Fully Paid debt_consolidation
## 2148   50000.00 Nov-2013  Fully Paid            wedding
## 2149   45000.00 Nov-2013  Fully Paid        credit_card
## 2150  120000.00 Nov-2013 Charged Off debt_consolidation
## 2151   52000.00 Nov-2013  Fully Paid debt_consolidation
## 2152   41000.00 Nov-2013  Fully Paid debt_consolidation
## 2153   60000.00 Nov-2013  Fully Paid debt_consolidation
## 2154   53000.00 Nov-2013 Charged Off debt_consolidation
## 2155   85000.00 Nov-2013  Fully Paid debt_consolidation
## 2156   48527.00 Nov-2013  Fully Paid debt_consolidation
## 2157  110000.00 Nov-2013 Charged Off debt_consolidation
## 2158   80000.00 Nov-2013  Fully Paid debt_consolidation
## 2159   65000.00 Nov-2013  Fully Paid debt_consolidation
## 2160  122000.00 Nov-2013  Fully Paid        credit_card
## 2161   42000.00 Nov-2013 Charged Off        credit_card
## 2162   85000.00 Nov-2013  Fully Paid debt_consolidation
## 2163  155000.00 Nov-2013  Fully Paid debt_consolidation
## 2164   46000.00 Nov-2013  Fully Paid debt_consolidation
## 2165  940000.00 Nov-2013  Fully Paid debt_consolidation
## 2166   68000.00 Nov-2013  Fully Paid        credit_card
## 2167   95000.00 Nov-2013  Fully Paid debt_consolidation
## 2168  110000.00 Nov-2013  Fully Paid debt_consolidation
## 2169   52000.00 Nov-2013  Fully Paid debt_consolidation
## 2170   80164.00 Nov-2013  Fully Paid debt_consolidation
## 2171   56000.00 Nov-2013 Charged Off        credit_card
## 2172   73000.00 Nov-2013  Fully Paid debt_consolidation
## 2173   47840.00 Nov-2013  Fully Paid debt_consolidation
## 2174  100000.00 Nov-2013  Fully Paid        credit_card
## 2175   87000.00 Nov-2013  Fully Paid        credit_card
## 2176   55000.00 Nov-2013  Fully Paid        credit_card
## 2177   45000.00 Nov-2013  Fully Paid debt_consolidation
## 2178   80000.00 Nov-2013  Fully Paid debt_consolidation
## 2179   95000.00 Nov-2013  Fully Paid        credit_card
## 2180   60000.00 Nov-2013  Fully Paid              other
## 2181   60000.00 Nov-2013  Fully Paid debt_consolidation
## 2182  168000.00 Dec-2013 Charged Off        credit_card
## 2183   70000.00 Nov-2013  Fully Paid debt_consolidation
## 2184   24984.00 Nov-2013  Fully Paid        credit_card
## 2185   50000.00 Nov-2013  Fully Paid debt_consolidation
## 2186  104400.00 Nov-2013  Fully Paid debt_consolidation
## 2187   86000.00 Nov-2013  Fully Paid debt_consolidation
## 2188   95000.00 Nov-2013  Fully Paid debt_consolidation
## 2189   50000.00 Nov-2013  Fully Paid debt_consolidation
## 2190   50000.00 Nov-2013  Fully Paid        credit_card
## 2191   40500.00 Nov-2013  Fully Paid debt_consolidation
## 2192   64116.00 Nov-2013  Fully Paid              other
## 2193   65000.00 Nov-2013  Fully Paid        credit_card
## 2194   45000.00 Nov-2013  Fully Paid debt_consolidation
## 2195  202000.00 Nov-2013 Charged Off        credit_card
## 2196   50000.00 Nov-2013  Fully Paid debt_consolidation
## 2197   42000.00 Nov-2013 Charged Off debt_consolidation
## 2198   45000.00 Nov-2013  Fully Paid        credit_card
## 2199   32000.00 Nov-2013  Fully Paid        credit_card
## 2200   60000.00 Nov-2013  Fully Paid     major_purchase
## 2201   72000.00 Nov-2013  Fully Paid debt_consolidation
## 2202   58000.00 Dec-2013  Fully Paid debt_consolidation
## 2203   56000.00 Nov-2013  Fully Paid        credit_card
## 2204   85000.00 Nov-2013  Fully Paid        credit_card
## 2205   87000.00 Nov-2013  Fully Paid debt_consolidation
## 2206  102500.00 Nov-2013  Fully Paid debt_consolidation
## 2207   75000.00 Nov-2013  Fully Paid debt_consolidation
## 2208   95000.00 Nov-2013  Fully Paid debt_consolidation
## 2209   25300.00 Nov-2013  Fully Paid debt_consolidation
## 2210   53700.00 Nov-2013  Fully Paid debt_consolidation
## 2211   45000.00 Dec-2013  Fully Paid debt_consolidation
## 2212   72000.00 Nov-2013  Fully Paid        credit_card
## 2213  104000.00 Nov-2013  Fully Paid        credit_card
## 2214  100000.00 Nov-2013  Fully Paid debt_consolidation
## 2215   80000.00 Nov-2013 Charged Off debt_consolidation
## 2216  100000.00 Nov-2013  Fully Paid debt_consolidation
## 2217   45000.00 Nov-2013  Fully Paid             moving
## 2218   58500.00 Nov-2013  Fully Paid            medical
## 2219   46800.00 Nov-2013  Fully Paid   home_improvement
## 2220   90000.00 Nov-2013  Fully Paid debt_consolidation
## 2221   40000.00 Nov-2013  Fully Paid debt_consolidation
## 2222  120000.00 Nov-2013  Fully Paid   home_improvement
## 2223  100000.00 Nov-2013  Fully Paid        credit_card
## 2224   52636.00 Dec-2013  Fully Paid debt_consolidation
## 2225   80000.00 Nov-2013  Fully Paid debt_consolidation
## 2226   40000.00 Nov-2013  Fully Paid debt_consolidation
## 2227   60000.00 Nov-2013  Fully Paid debt_consolidation
## 2228   98000.00 Nov-2013  Fully Paid debt_consolidation
## 2229  130000.00 Nov-2013  Fully Paid debt_consolidation
## 2230   35000.00 Nov-2013  Fully Paid debt_consolidation
## 2231  107000.00 Nov-2013  Fully Paid        credit_card
## 2232   59000.00 Nov-2013  Fully Paid debt_consolidation
## 2233   17000.00 Nov-2013  Fully Paid        credit_card
## 2234  120000.00 Nov-2013  Fully Paid debt_consolidation
## 2235   81000.00 Nov-2013  Fully Paid        credit_card
## 2236   60000.00 Nov-2013  Fully Paid              other
## 2237   52000.00 Nov-2013  Fully Paid debt_consolidation
## 2238   48000.00 Nov-2013  Fully Paid debt_consolidation
## 2239   45000.00 Nov-2013 Charged Off        credit_card
## 2240   36000.00 Nov-2013 Charged Off debt_consolidation
## 2241   33000.00 Dec-2013  Fully Paid debt_consolidation
## 2242   65000.00 Nov-2013  Fully Paid debt_consolidation
## 2243   71000.00 Nov-2013 Charged Off debt_consolidation
## 2244   82000.00 Nov-2013 Charged Off        credit_card
## 2245   55000.00 Nov-2013  Fully Paid debt_consolidation
## 2246   44120.00 Nov-2013  Fully Paid debt_consolidation
## 2247   51500.00 Nov-2013  Fully Paid debt_consolidation
## 2248  125000.00 Nov-2013  Fully Paid debt_consolidation
## 2249   65000.00 Nov-2013  Fully Paid debt_consolidation
## 2250   55000.00 Nov-2013  Fully Paid debt_consolidation
## 2251   65000.00 Nov-2013  Fully Paid        credit_card
## 2252   32000.00 Nov-2013  Fully Paid debt_consolidation
## 2253   45000.00 Dec-2013  Fully Paid debt_consolidation
## 2254   75000.00 Nov-2013  Fully Paid        credit_card
## 2255   78000.00 Nov-2013  Fully Paid debt_consolidation
## 2256   42000.00 Nov-2013  Fully Paid              other
## 2257   55000.00 Nov-2013  Fully Paid debt_consolidation
## 2258   72616.00 Nov-2013  Fully Paid debt_consolidation
## 2259   84000.00 Nov-2013  Fully Paid   home_improvement
## 2260   45000.00 Nov-2013  Fully Paid debt_consolidation
## 2261   86000.00 Nov-2013  Fully Paid debt_consolidation
## 2262   25510.00 Nov-2013  Fully Paid        credit_card
## 2263  140000.00 Nov-2013 Charged Off        credit_card
## 2264   36000.00 Nov-2013  Fully Paid debt_consolidation
## 2265  125000.00 Nov-2013  Fully Paid        credit_card
## 2266   40000.00 Nov-2013 Charged Off debt_consolidation
## 2267  132000.00 Nov-2013  Fully Paid debt_consolidation
## 2268   40000.00 Nov-2013  Fully Paid debt_consolidation
## 2269   70000.00 Nov-2013  Fully Paid debt_consolidation
## 2270   85000.00 Nov-2013  Fully Paid debt_consolidation
## 2271   90000.00 Nov-2013  Fully Paid   home_improvement
## 2272   52000.00 Nov-2013  Fully Paid debt_consolidation
## 2273  107000.00 Nov-2013  Fully Paid   home_improvement
## 2274   74000.00 Nov-2013  Fully Paid        credit_card
## 2275   38002.00 Nov-2013 Charged Off debt_consolidation
## 2276   65000.00 Nov-2013  Fully Paid        credit_card
## 2277   38700.00 Nov-2013  Fully Paid        credit_card
## 2278  120000.00 Nov-2013  Fully Paid        credit_card
## 2279   86000.00 Nov-2013 Charged Off        credit_card
## 2280   31500.00 Nov-2013 Charged Off debt_consolidation
## 2281   85000.00 Nov-2013  Fully Paid debt_consolidation
## 2282   56100.00 Dec-2013  Fully Paid        credit_card
## 2283   83000.00 Nov-2013  Fully Paid debt_consolidation
## 2284   36000.00 Nov-2013  Fully Paid   renewable_energy
## 2285  100610.00 Nov-2013  Fully Paid debt_consolidation
## 2286   70000.00 Nov-2013  Fully Paid debt_consolidation
## 2287   43845.00 Nov-2013 Charged Off debt_consolidation
## 2288   75000.00 Nov-2013  Fully Paid debt_consolidation
## 2289   29000.00 Nov-2013 Charged Off debt_consolidation
## 2290   35000.00 Nov-2013  Fully Paid        credit_card
## 2291   68307.00 Nov-2013  Fully Paid              other
## 2292  100000.00 Nov-2013  Fully Paid debt_consolidation
## 2293   51000.00 Nov-2013  Fully Paid              other
## 2294   82000.00 Nov-2013  Fully Paid        credit_card
## 2295   60000.00 Nov-2013 Charged Off debt_consolidation
## 2296   80000.00 Nov-2013  Fully Paid        credit_card
## 2297   25000.00 Nov-2013  Fully Paid        credit_card
## 2298   48925.00 Nov-2013  Fully Paid debt_consolidation
## 2299  180000.00 Nov-2013  Fully Paid            medical
## 2300   55000.00 Nov-2013  Fully Paid debt_consolidation
## 2301  272000.00 Nov-2013  Fully Paid debt_consolidation
## 2302  100000.00 Nov-2013  Fully Paid debt_consolidation
## 2303   45000.00 Nov-2013  Fully Paid        credit_card
## 2304  254000.00 Nov-2013  Fully Paid        credit_card
## 2305   28000.00 Nov-2013  Fully Paid              other
## 2306   55000.00 Nov-2013  Fully Paid debt_consolidation
## 2307   50000.00 Nov-2013 Charged Off debt_consolidation
## 2308   37500.00 Nov-2013  Fully Paid        credit_card
## 2309   63000.00 Nov-2013  Fully Paid debt_consolidation
## 2310   45000.00 Nov-2013  Fully Paid        credit_card
## 2311   82000.00 Nov-2013  Fully Paid debt_consolidation
## 2312   80000.00 Nov-2013  Fully Paid debt_consolidation
## 2313   47000.00 Nov-2013  Fully Paid debt_consolidation
## 2314   23000.00 Nov-2013  Fully Paid debt_consolidation
## 2315   45000.00 Nov-2013  Fully Paid debt_consolidation
## 2316  106000.00 Nov-2013  Fully Paid debt_consolidation
## 2317   40000.00 Nov-2013  Fully Paid debt_consolidation
## 2318   83500.00 Nov-2013  Fully Paid debt_consolidation
## 2319   57000.00 Nov-2013 Charged Off        credit_card
## 2320   80000.00 Nov-2013  Fully Paid debt_consolidation
## 2321   41000.00 Nov-2013  Fully Paid debt_consolidation
## 2322   40000.00 Nov-2013  Fully Paid debt_consolidation
## 2323  255000.00 Nov-2013  Fully Paid debt_consolidation
## 2324   22000.00 Nov-2013  Fully Paid debt_consolidation
## 2325   76000.00 Nov-2013  Fully Paid   home_improvement
## 2326  125000.00 Nov-2013  Fully Paid debt_consolidation
## 2327   45000.00 Nov-2013 Charged Off debt_consolidation
## 2328   47000.00 Nov-2013  Fully Paid debt_consolidation
## 2329   49920.00 Nov-2013  Fully Paid debt_consolidation
## 2330  115000.00 Nov-2013  Fully Paid debt_consolidation
## 2331   52000.00 Nov-2013  Fully Paid debt_consolidation
## 2332   46819.00 Nov-2013  Fully Paid debt_consolidation
## 2333   97000.00 Nov-2013  Fully Paid debt_consolidation
## 2334  170000.00 Nov-2013  Fully Paid            medical
## 2335   49500.00 Nov-2013  Fully Paid        credit_card
## 2336   35000.00 Nov-2013  Fully Paid debt_consolidation
## 2337  100000.00 Nov-2013  Fully Paid debt_consolidation
## 2338   30000.00 Nov-2013  Fully Paid        credit_card
## 2339   56000.00 Nov-2013  Fully Paid debt_consolidation
## 2340   70000.00 Nov-2013  Fully Paid debt_consolidation
## 2341   57000.00 Nov-2013  Fully Paid debt_consolidation
## 2342  120000.00 Nov-2013  Fully Paid        credit_card
## 2343   66560.00 Nov-2013  Fully Paid debt_consolidation
## 2344   36000.00 Nov-2013  Fully Paid debt_consolidation
## 2345   32000.00 Nov-2013  Fully Paid                car
## 2346   51750.00 Nov-2013  Fully Paid debt_consolidation
## 2347   64000.00 Nov-2013  Fully Paid debt_consolidation
## 2348   28500.00 Nov-2013  Fully Paid        credit_card
## 2349   93000.00 Nov-2013  Fully Paid debt_consolidation
## 2350   60000.00 Nov-2013  Fully Paid debt_consolidation
## 2351  200000.00 Nov-2013 Charged Off              other
## 2352  101000.00 Nov-2013  Fully Paid debt_consolidation
## 2353  132000.00 Nov-2013  Fully Paid debt_consolidation
## 2354   70000.00 Nov-2013 Charged Off debt_consolidation
## 2355  110000.00 Nov-2013  Fully Paid debt_consolidation
## 2356   40000.00 Nov-2013  Fully Paid debt_consolidation
## 2357   75500.00 Nov-2013  Fully Paid debt_consolidation
## 2358   50000.00 Nov-2013  Fully Paid debt_consolidation
## 2359  110808.00 Nov-2013  Fully Paid        credit_card
## 2360  140000.00 Nov-2013  Fully Paid     major_purchase
## 2361  200000.00 Nov-2013  Fully Paid debt_consolidation
## 2362   48000.00 Nov-2013  Fully Paid debt_consolidation
## 2363   50000.00 Nov-2013  Fully Paid        credit_card
## 2364   67000.00 Nov-2013  Fully Paid debt_consolidation
## 2365   37000.00 Nov-2013 Charged Off              other
## 2366   89000.00 Nov-2013  Fully Paid        credit_card
## 2367   75000.00 Nov-2013  Fully Paid debt_consolidation
## 2368   50212.80 Nov-2013  Fully Paid debt_consolidation
## 2369   25000.00 Nov-2013  Fully Paid        credit_card
## 2370   97000.00 Nov-2013  Fully Paid        credit_card
## 2371   62000.00 Nov-2013  Fully Paid        credit_card
## 2372   57000.00 Nov-2013  Fully Paid            medical
## 2373   89000.00 Nov-2013  Fully Paid debt_consolidation
## 2374   50000.00 Nov-2013  Fully Paid        credit_card
## 2375  107000.00 Nov-2013  Fully Paid debt_consolidation
## 2376   59000.00 Nov-2013  Fully Paid debt_consolidation
## 2377   51400.00 Nov-2013  Fully Paid        credit_card
## 2378   54000.00 Nov-2013  Fully Paid debt_consolidation
## 2379   47000.00 Nov-2013  Fully Paid debt_consolidation
## 2380   45000.00 Nov-2013  Fully Paid debt_consolidation
## 2381   52500.00 Nov-2013  Fully Paid debt_consolidation
## 2382   80000.00 Nov-2013  Fully Paid debt_consolidation
## 2383   60000.00 Nov-2013  Fully Paid debt_consolidation
## 2384   33000.00 Nov-2013 Charged Off              other
## 2385   82000.00 Nov-2013  Fully Paid debt_consolidation
## 2386   80000.00 Dec-2013  Fully Paid debt_consolidation
## 2387   80000.00 Nov-2013  Fully Paid     major_purchase
## 2388  135000.00 Nov-2013  Fully Paid     major_purchase
## 2389   73000.00 Nov-2013  Fully Paid        credit_card
## 2390   47900.00 Nov-2013  Fully Paid        credit_card
## 2391   98000.00 Nov-2013 Charged Off debt_consolidation
## 2392   60000.00 Nov-2013  Fully Paid        credit_card
## 2393   77000.00 Nov-2013  Fully Paid   home_improvement
## 2394  225000.00 Nov-2013  Fully Paid debt_consolidation
## 2395   38000.00 Nov-2013  Fully Paid        credit_card
## 2396   35000.00 Nov-2013  Fully Paid        credit_card
## 2397   85000.00 Nov-2013  Fully Paid debt_consolidation
## 2398  110000.00 Nov-2013  Fully Paid debt_consolidation
## 2399  120000.00 Nov-2013 Charged Off        credit_card
## 2400   51000.00 Nov-2013  Fully Paid             moving
## 2401   35000.00 Nov-2013  Fully Paid debt_consolidation
## 2402   55000.00 Nov-2013  Fully Paid        credit_card
## 2403   98000.00 Nov-2013  Fully Paid     major_purchase
## 2404   98000.00 Nov-2013  Fully Paid        credit_card
## 2405   48984.00 Nov-2013  Fully Paid debt_consolidation
## 2406   29409.00 Nov-2013  Fully Paid        credit_card
## 2407   36000.00 Nov-2013  Fully Paid debt_consolidation
## 2408   30000.00 Nov-2013  Fully Paid        credit_card
## 2409  130000.00 Dec-2013  Fully Paid        credit_card
## 2410   65000.00 Nov-2013  Fully Paid debt_consolidation
## 2411   86000.00 Nov-2013  Fully Paid              other
## 2412   92000.00 Nov-2013  Fully Paid debt_consolidation
## 2413  180000.00 Nov-2013  Fully Paid debt_consolidation
## 2414   42622.00 Nov-2013  Fully Paid debt_consolidation
## 2415   25000.00 Nov-2013  Fully Paid        credit_card
## 2416   50000.00 Nov-2013 Charged Off debt_consolidation
## 2417   83000.00 Nov-2013  Fully Paid debt_consolidation
## 2418   33000.00 Nov-2013  Fully Paid     major_purchase
## 2419  102000.00 Nov-2013  Fully Paid   home_improvement
## 2420  144000.00 Nov-2013  Fully Paid debt_consolidation
## 2421  135000.00 Nov-2013  Fully Paid debt_consolidation
## 2422   42000.00 Nov-2013  Fully Paid   home_improvement
## 2423   58864.00 Nov-2013  Fully Paid        credit_card
## 2424   84000.00 Nov-2013  Fully Paid debt_consolidation
## 2425  141000.00 Nov-2013  Fully Paid debt_consolidation
## 2426   87000.00 Nov-2013  Fully Paid debt_consolidation
## 2427  105000.00 Nov-2013  Fully Paid        credit_card
## 2428   45000.00 Nov-2013  Fully Paid debt_consolidation
## 2429   75000.00 Nov-2013 Charged Off              other
## 2430   80000.00 Nov-2013 Charged Off debt_consolidation
## 2431   65000.00 Nov-2013  Fully Paid debt_consolidation
## 2432   98000.00 Nov-2013  Fully Paid debt_consolidation
## 2433   50000.00 Nov-2013  Fully Paid              other
## 2434   95000.00 Nov-2013 Charged Off debt_consolidation
## 2435   59000.00 Nov-2013  Fully Paid debt_consolidation
## 2436   54000.00 Nov-2013  Fully Paid debt_consolidation
## 2437  190000.00 Nov-2013  Fully Paid debt_consolidation
## 2438   69500.00 Nov-2013  Fully Paid        credit_card
## 2439   50000.00 Nov-2013 Charged Off debt_consolidation
## 2440   70000.00 Nov-2013  Fully Paid        credit_card
## 2441   89000.00 Nov-2013  Fully Paid              other
## 2442   60000.00 Nov-2013  Fully Paid        credit_card
## 2443  110000.00 Nov-2013  Fully Paid        credit_card
## 2444   65000.00 Nov-2013  Fully Paid debt_consolidation
## 2445   72000.00 Nov-2013  Fully Paid debt_consolidation
## 2446   65000.00 Nov-2013  Fully Paid debt_consolidation
## 2447   62000.00 Nov-2013  Fully Paid debt_consolidation
## 2448   63765.00 Nov-2013 Charged Off debt_consolidation
## 2449   48000.00 Nov-2013  Fully Paid        credit_card
## 2450   42548.00 Nov-2013  Fully Paid debt_consolidation
## 2451   27894.00 Nov-2013 Charged Off debt_consolidation
## 2452   60000.00 Nov-2013  Fully Paid debt_consolidation
## 2453   43000.00 Nov-2013  Fully Paid        credit_card
## 2454   24000.00 Nov-2013  Fully Paid        credit_card
## 2455   75000.00 Nov-2013 Charged Off        credit_card
## 2456   53000.00 Nov-2013  Fully Paid debt_consolidation
## 2457  105000.00 Nov-2013  Fully Paid        credit_card
## 2458   33331.00 Nov-2013  Fully Paid        credit_card
## 2459   75000.00 Nov-2013  Fully Paid debt_consolidation
## 2460   71380.00 Nov-2013  Fully Paid debt_consolidation
## 2461   85000.00 Nov-2013  Fully Paid debt_consolidation
## 2462   56000.00 Nov-2013  Fully Paid        credit_card
## 2463   33211.00 Nov-2013  Fully Paid        credit_card
## 2464   85000.00 Nov-2013  Fully Paid        credit_card
## 2465   78000.00 Nov-2013 Charged Off debt_consolidation
## 2466   95000.00 Nov-2013  Fully Paid debt_consolidation
## 2467   93000.00 Nov-2013  Fully Paid debt_consolidation
## 2468   60000.00 Nov-2013 Charged Off debt_consolidation
## 2469   66000.00 Nov-2013  Fully Paid        credit_card
## 2470  193000.00 Nov-2013 Charged Off              other
## 2471   31113.00 Nov-2013  Fully Paid debt_consolidation
## 2472   39000.00 Nov-2013  Fully Paid debt_consolidation
## 2473   60000.00 Nov-2013  Fully Paid debt_consolidation
## 2474  135000.00 Nov-2013  Fully Paid        credit_card
## 2475   32000.00 Nov-2013  Fully Paid     major_purchase
## 2476   78620.00 Nov-2013 Charged Off debt_consolidation
## 2477  152000.00 Nov-2013  Fully Paid debt_consolidation
## 2478  130000.00 Nov-2013  Fully Paid debt_consolidation
## 2479  108000.00 Nov-2013  Fully Paid        credit_card
## 2480   55000.00 Nov-2013  Fully Paid debt_consolidation
## 2481   95000.00 Nov-2013  Fully Paid   home_improvement
## 2482   31000.00 Nov-2013  Fully Paid     major_purchase
## 2483   67000.00 Nov-2013  Fully Paid debt_consolidation
## 2484  130000.00 Nov-2013  Fully Paid debt_consolidation
## 2485   92000.00 Nov-2013  Fully Paid debt_consolidation
## 2486   50000.00 Nov-2013  Fully Paid debt_consolidation
## 2487  145000.00 Nov-2013  Fully Paid debt_consolidation
## 2488   43680.00 Nov-2013  Fully Paid        credit_card
## 2489   90000.00 Dec-2013 Charged Off   home_improvement
## 2490   35000.00 Nov-2013  Fully Paid debt_consolidation
## 2491   69680.00 Nov-2013  Fully Paid debt_consolidation
## 2492   30000.00 Nov-2013  Fully Paid debt_consolidation
## 2493   50000.00 Nov-2013  Fully Paid debt_consolidation
## 2494  118000.00 Nov-2013  Fully Paid debt_consolidation
## 2495   70000.00 Nov-2013  Fully Paid debt_consolidation
## 2496   45000.00 Nov-2013  Fully Paid        credit_card
## 2497   50000.00 Nov-2013  Fully Paid debt_consolidation
## 2498   50000.00 Nov-2013  Fully Paid debt_consolidation
## 2499   75000.00 Nov-2013  Fully Paid debt_consolidation
## 2500   87000.00 Nov-2013  Fully Paid debt_consolidation
## 2501  114000.00 Nov-2013  Fully Paid debt_consolidation
## 2502   42000.00 Nov-2013 Charged Off debt_consolidation
## 2503   61000.00 Nov-2013  Fully Paid debt_consolidation
## 2504   46000.00 Nov-2013  Fully Paid        credit_card
## 2505   50000.00 Nov-2013  Fully Paid debt_consolidation
## 2506   25000.00 Nov-2013  Fully Paid              other
## 2507   47500.00 Nov-2013  Fully Paid        credit_card
## 2508   58240.00 Nov-2013  Fully Paid debt_consolidation
## 2509   50000.00 Nov-2013 Charged Off debt_consolidation
## 2510  111000.00 Nov-2013 Charged Off debt_consolidation
## 2511   80000.00 Nov-2013  Fully Paid     small_business
## 2512   79500.00 Nov-2013 Charged Off debt_consolidation
## 2513   38000.00 Nov-2013 Charged Off debt_consolidation
## 2514   53000.00 Nov-2013  Fully Paid        credit_card
## 2515   45000.00 Nov-2013  Fully Paid debt_consolidation
## 2516   60000.00 Nov-2013  Fully Paid        credit_card
## 2517   50000.00 Nov-2013  Fully Paid debt_consolidation
## 2518   56500.00 Nov-2013  Fully Paid   home_improvement
## 2519  168000.00 Nov-2013  Fully Paid        credit_card
## 2520   40000.00 Nov-2013  Fully Paid        credit_card
## 2521   56000.00 Nov-2013  Fully Paid        credit_card
## 2522  115000.00 Nov-2013  Fully Paid debt_consolidation
## 2523  349847.00 Dec-2013  Fully Paid debt_consolidation
## 2524   85000.00 Nov-2013  Fully Paid debt_consolidation
## 2525   98000.00 Nov-2013  Fully Paid        credit_card
## 2526  146000.00 Nov-2013  Fully Paid debt_consolidation
## 2527   75000.00 Nov-2013  Fully Paid        credit_card
## 2528   30000.00 Nov-2013 Charged Off debt_consolidation
## 2529   53000.00 Nov-2013  Fully Paid        credit_card
## 2530   85000.00 Nov-2013  Fully Paid     major_purchase
## 2531   40000.00 Nov-2013  Fully Paid debt_consolidation
## 2532  130000.00 Nov-2013  Fully Paid debt_consolidation
## 2533   43200.00 Nov-2013  Fully Paid        credit_card
## 2534   79170.00 Nov-2013  Fully Paid   home_improvement
## 2535   62200.00 Nov-2013  Fully Paid debt_consolidation
## 2536   70000.00 Nov-2013  Fully Paid debt_consolidation
## 2537  135000.00 Nov-2013  Fully Paid debt_consolidation
## 2538   70000.00 Nov-2013 Charged Off debt_consolidation
## 2539  130000.00 Nov-2013 Charged Off        credit_card
## 2540   74800.00 Nov-2013  Fully Paid        credit_card
## 2541  125000.00 Nov-2013  Fully Paid debt_consolidation
## 2542   47250.00 Nov-2013 Charged Off debt_consolidation
## 2543  165000.00 Nov-2013  Fully Paid debt_consolidation
## 2544   56000.00 Nov-2013  Fully Paid debt_consolidation
## 2545   65000.00 Nov-2013  Fully Paid        credit_card
## 2546   54601.00 Nov-2013  Fully Paid     major_purchase
## 2547   75000.00 Nov-2013 Charged Off            medical
## 2548   46000.00 Nov-2013  Fully Paid        credit_card
## 2549  160000.00 Nov-2013  Fully Paid debt_consolidation
## 2550   60000.00 Nov-2013  Fully Paid        credit_card
## 2551   50000.00 Nov-2013  Fully Paid        credit_card
## 2552   90000.00 Nov-2013  Fully Paid        credit_card
## 2553   38000.00 Nov-2013  Fully Paid            medical
## 2554   85000.00 Nov-2013 Charged Off        credit_card
## 2555  100000.00 Nov-2013  Fully Paid debt_consolidation
## 2556   22800.00 Nov-2013  Fully Paid        credit_card
## 2557  124000.00 Nov-2013  Fully Paid debt_consolidation
## 2558   70000.00 Nov-2013  Fully Paid debt_consolidation
## 2559  135000.00 Nov-2013  Fully Paid        credit_card
## 2560   65000.00 Nov-2013  Fully Paid        credit_card
## 2561   42000.00 Nov-2013  Fully Paid debt_consolidation
## 2562   75000.00 Nov-2013  Fully Paid        credit_card
## 2563   50889.00 Nov-2013  Fully Paid debt_consolidation
## 2564  136000.00 Nov-2013 Charged Off        credit_card
## 2565  120000.00 Nov-2013  Fully Paid        credit_card
## 2566   36000.00 Nov-2013  Fully Paid        credit_card
## 2567   65000.00 Nov-2013  Fully Paid debt_consolidation
## 2568  180000.00 Nov-2013  Fully Paid debt_consolidation
## 2569  159500.00 Nov-2013 Charged Off debt_consolidation
## 2570   60000.00 Nov-2013  Fully Paid debt_consolidation
## 2571  165000.00 Nov-2013  Fully Paid        credit_card
## 2572   51000.00 Nov-2013  Fully Paid              other
## 2573  260000.00 Nov-2013  Fully Paid        credit_card
## 2574  225000.00 Nov-2013  Fully Paid debt_consolidation
## 2575   43000.00 Nov-2013  Fully Paid debt_consolidation
## 2576   55000.00 Nov-2013  Fully Paid              other
## 2577   30000.00 Nov-2013  Fully Paid        credit_card
## 2578  145000.00 Nov-2013  Fully Paid        credit_card
## 2579   70000.00 Nov-2013  Fully Paid debt_consolidation
## 2580   60000.00 Nov-2013  Fully Paid debt_consolidation
## 2581  176000.00 Nov-2013  Fully Paid   home_improvement
## 2582   80000.00 Nov-2013  Fully Paid debt_consolidation
## 2583   75000.00 Nov-2013  Fully Paid        credit_card
## 2584   85500.00 Nov-2013  Fully Paid debt_consolidation
## 2585   56250.00 Nov-2013  Fully Paid debt_consolidation
## 2586  320000.00 Nov-2013  Fully Paid debt_consolidation
## 2587   70000.00 Nov-2013  Fully Paid        credit_card
## 2588   71400.00 Nov-2013  Fully Paid debt_consolidation
## 2589   85000.00 Nov-2013  Fully Paid debt_consolidation
## 2590  220000.00 Nov-2013  Fully Paid debt_consolidation
## 2591   50000.00 Nov-2013  Fully Paid debt_consolidation
## 2592   65000.00 Nov-2013  Fully Paid        credit_card
## 2593   36500.00 Nov-2013  Fully Paid        credit_card
## 2594   62000.00 Nov-2013  Fully Paid debt_consolidation
## 2595   75000.00 Nov-2013  Fully Paid        credit_card
## 2596  100000.00 Nov-2013  Fully Paid debt_consolidation
## 2597  120000.00 Nov-2013  Fully Paid debt_consolidation
## 2598   75000.00 Nov-2013  Fully Paid        credit_card
## 2599   47000.00 Nov-2013  Fully Paid        credit_card
## 2600  105000.00 Nov-2013  Fully Paid debt_consolidation
## 2601   80000.00 Nov-2013  Fully Paid        credit_card
## 2602   65000.00 Nov-2013  Fully Paid              house
## 2603   63000.00 Nov-2013  Fully Paid debt_consolidation
## 2604  120000.00 Nov-2013  Fully Paid        credit_card
## 2605   72000.00 Nov-2013 Charged Off        credit_card
## 2606   52000.00 Nov-2013  Fully Paid debt_consolidation
## 2607   45000.00 Nov-2013  Fully Paid        credit_card
## 2608   45000.00 Nov-2013  Fully Paid debt_consolidation
## 2609   72000.00 Nov-2013  Fully Paid debt_consolidation
## 2610   36000.00 Nov-2013  Fully Paid        credit_card
## 2611   90000.00 Nov-2013  Fully Paid        credit_card
## 2612   30000.00 Nov-2013  Fully Paid        credit_card
## 2613   58000.00 Nov-2013  Fully Paid debt_consolidation
## 2614   46000.00 Nov-2013 Charged Off            medical
## 2615   85000.00 Nov-2013  Fully Paid        credit_card
## 2616   32000.00 Nov-2013  Fully Paid        credit_card
## 2617   76000.00 Nov-2013  Fully Paid debt_consolidation
## 2618   40000.00 Nov-2013  Fully Paid        credit_card
## 2619   78950.00 Nov-2013  Fully Paid debt_consolidation
## 2620   27000.00 Nov-2013  Fully Paid debt_consolidation
## 2621   85000.00 Nov-2013  Fully Paid debt_consolidation
## 2622   69000.00 Nov-2013 Charged Off     small_business
## 2623   45000.00 Nov-2013 Charged Off debt_consolidation
## 2624  220000.00 Nov-2013  Fully Paid     small_business
## 2625   64000.00 Nov-2013  Fully Paid        credit_card
## 2626   67000.00 Nov-2013  Fully Paid        credit_card
## 2627   57205.50 Nov-2013  Fully Paid   home_improvement
## 2628   28000.00 Nov-2013  Fully Paid debt_consolidation
## 2629   78000.00 Nov-2013  Fully Paid debt_consolidation
## 2630   32000.00 Nov-2013  Fully Paid debt_consolidation
## 2631  118000.00 Nov-2013  Fully Paid                car
## 2632   58000.00 Nov-2013  Fully Paid        credit_card
## 2633  105000.00 Nov-2013  Fully Paid     major_purchase
## 2634  250000.00 Nov-2013 Charged Off        credit_card
## 2635  150000.00 Nov-2013  Fully Paid debt_consolidation
## 2636  125000.00 Nov-2013  Fully Paid debt_consolidation
## 2637  115000.00 Nov-2013  Fully Paid debt_consolidation
## 2638   44000.00 Nov-2013 Charged Off debt_consolidation
## 2639   70000.00 Nov-2013  Fully Paid debt_consolidation
## 2640   80000.00 Nov-2013  Fully Paid debt_consolidation
## 2641   87000.00 Nov-2013  Fully Paid        credit_card
## 2642   90000.00 Nov-2013  Fully Paid debt_consolidation
## 2643   37000.00 Nov-2013  Fully Paid        credit_card
## 2644  100000.00 Nov-2013 Charged Off debt_consolidation
## 2645   60000.00 Nov-2013  Fully Paid   home_improvement
## 2646  124800.00 Nov-2013  Fully Paid     major_purchase
## 2647  124000.00 Nov-2013  Fully Paid debt_consolidation
## 2648   76000.00 Nov-2013  Fully Paid        credit_card
## 2649  130000.00 Nov-2013 Charged Off              other
## 2650   83748.00 Nov-2013  Fully Paid debt_consolidation
## 2651  136500.00 Nov-2013  Fully Paid debt_consolidation
## 2652  160000.00 Nov-2013  Fully Paid debt_consolidation
## 2653   35000.00 Nov-2013  Fully Paid        credit_card
## 2654   48000.00 Nov-2013 Charged Off debt_consolidation
## 2655   48000.00 Nov-2013  Fully Paid debt_consolidation
## 2656  150000.00 Nov-2013  Fully Paid debt_consolidation
## 2657   72000.00 Nov-2013  Fully Paid   home_improvement
## 2658   80000.00 Nov-2013  Fully Paid debt_consolidation
## 2659   85000.00 Nov-2013  Fully Paid debt_consolidation
## 2660   43000.00 Nov-2013  Fully Paid debt_consolidation
## 2661   90000.00 Nov-2013  Fully Paid debt_consolidation
## 2662  120000.00 Nov-2013  Fully Paid   home_improvement
## 2663   54000.00 Nov-2013  Fully Paid debt_consolidation
## 2664   72000.00 Nov-2013  Fully Paid debt_consolidation
## 2665   40000.00 Nov-2013  Fully Paid debt_consolidation
## 2666   67000.00 Nov-2013 Charged Off debt_consolidation
## 2667  110000.00 Nov-2013  Fully Paid        credit_card
## 2668   75000.00 Nov-2013  Fully Paid debt_consolidation
## 2669   60000.00 Nov-2013  Fully Paid              other
## 2670   60000.00 Nov-2013  Fully Paid        credit_card
## 2671   80000.00 Nov-2013  Fully Paid debt_consolidation
## 2672   45000.00 Nov-2013  Fully Paid        credit_card
## 2673   85000.00 Nov-2013  Fully Paid debt_consolidation
## 2674  150000.00 Nov-2013  Fully Paid debt_consolidation
## 2675   65000.00 Nov-2013  Fully Paid        credit_card
## 2676   45000.00 Nov-2013 Charged Off debt_consolidation
## 2677  125000.00 Nov-2013  Fully Paid debt_consolidation
## 2678   49900.00 Nov-2013  Fully Paid debt_consolidation
## 2679   60000.00 Nov-2013  Fully Paid        credit_card
## 2680   41100.00 Nov-2013  Fully Paid debt_consolidation
## 2681   85000.00 Nov-2013  Fully Paid debt_consolidation
## 2682   50000.00 Nov-2013  Fully Paid debt_consolidation
## 2683   54000.00 Nov-2013  Fully Paid        credit_card
## 2684   30370.00 Nov-2013  Fully Paid        credit_card
## 2685   80000.00 Nov-2013  Fully Paid debt_consolidation
## 2686  110000.00 Nov-2013  Fully Paid debt_consolidation
## 2687   48000.00 Nov-2013  Fully Paid debt_consolidation
## 2688   35000.00 Nov-2013  Fully Paid debt_consolidation
## 2689   85000.00 Nov-2013 Charged Off debt_consolidation
## 2690   80000.00 Nov-2013  Fully Paid debt_consolidation
## 2691   68000.00 Nov-2013  Fully Paid debt_consolidation
## 2692   60000.00 Nov-2013  Fully Paid debt_consolidation
## 2693   66300.00 Nov-2013  Fully Paid        credit_card
## 2694  115000.00 Nov-2013  Fully Paid           vacation
## 2695   42000.00 Nov-2013  Fully Paid debt_consolidation
## 2696  104000.00 Nov-2013  Fully Paid debt_consolidation
## 2697   80000.00 Nov-2013  Fully Paid        credit_card
## 2698   90000.00 Nov-2013  Fully Paid debt_consolidation
## 2699   48000.00 Nov-2013  Fully Paid debt_consolidation
## 2700   80000.00 Nov-2013  Fully Paid        credit_card
## 2701   85000.00 Nov-2013  Fully Paid debt_consolidation
## 2702  105000.00 Nov-2013  Fully Paid debt_consolidation
## 2703   87000.00 Nov-2013  Fully Paid        credit_card
## 2704   98700.00 Nov-2013 Charged Off     small_business
## 2705  135000.00 Nov-2013  Fully Paid debt_consolidation
## 2706   77000.00 Nov-2013  Fully Paid debt_consolidation
## 2707  109000.00 Nov-2013 Charged Off              other
## 2708   44000.00 Nov-2013  Fully Paid debt_consolidation
## 2709   85000.00 Nov-2013 Charged Off            medical
## 2710   60000.00 Nov-2013 Charged Off debt_consolidation
## 2711  138000.00 Nov-2013 Charged Off debt_consolidation
## 2712  100116.00 Nov-2013  Fully Paid        credit_card
## 2713   78000.00 Nov-2013 Charged Off debt_consolidation
## 2714   28000.00 Nov-2013 Charged Off        credit_card
## 2715   60000.00 Nov-2013  Fully Paid        credit_card
## 2716   39000.00 Nov-2013  Fully Paid debt_consolidation
## 2717  105000.00 Nov-2013  Fully Paid              other
## 2718  175000.00 Nov-2013  Fully Paid   home_improvement
## 2719   56000.00 Nov-2013  Fully Paid debt_consolidation
## 2720   98000.00 Nov-2013  Fully Paid debt_consolidation
## 2721   32240.00 Nov-2013  Fully Paid debt_consolidation
## 2722   55000.00 Nov-2013  Fully Paid        credit_card
## 2723   88000.00 Nov-2013  Fully Paid        credit_card
## 2724   45000.00 Nov-2013  Fully Paid        credit_card
## 2725  125000.00 Nov-2013  Fully Paid            medical
## 2726   40000.00 Nov-2013  Fully Paid debt_consolidation
## 2727   70000.00 Nov-2013  Fully Paid        credit_card
## 2728   65000.00 Nov-2013  Fully Paid debt_consolidation
## 2729   65000.00 Nov-2013  Fully Paid        credit_card
## 2730   75000.00 Nov-2013 Charged Off        credit_card
## 2731   95000.00 Nov-2013  Fully Paid debt_consolidation
## 2732   65000.00 Nov-2013  Fully Paid debt_consolidation
## 2733   65000.00 Nov-2013  Fully Paid debt_consolidation
## 2734   70000.00 Nov-2013  Fully Paid        credit_card
## 2735   79100.00 Nov-2013  Fully Paid debt_consolidation
## 2736   50000.00 Nov-2013  Fully Paid debt_consolidation
## 2737   48000.00 Nov-2013  Fully Paid debt_consolidation
## 2738   47000.00 Nov-2013 Charged Off debt_consolidation
## 2739   73000.00 Nov-2013 Charged Off debt_consolidation
## 2740   85000.00 Nov-2013 Charged Off debt_consolidation
## 2741   61000.00 Nov-2013  Fully Paid debt_consolidation
## 2742   54800.00 Nov-2013  Fully Paid debt_consolidation
## 2743  100000.00 Nov-2013  Fully Paid     major_purchase
## 2744   95000.00 Nov-2013  Fully Paid        credit_card
## 2745   86000.00 Nov-2013  Fully Paid debt_consolidation
## 2746   62000.00 Nov-2013  Fully Paid debt_consolidation
## 2747   75000.00 Nov-2013  Fully Paid        credit_card
## 2748   48000.00 Nov-2013  Fully Paid        credit_card
## 2749   55000.00 Nov-2013  Fully Paid     major_purchase
## 2750   34000.00 Nov-2013  Fully Paid debt_consolidation
## 2751   62000.00 Nov-2013  Fully Paid debt_consolidation
## 2752   70000.00 Nov-2013  Fully Paid        credit_card
## 2753   55000.00 Nov-2013 Charged Off debt_consolidation
## 2754  100000.00 Nov-2013  Fully Paid                car
## 2755  103500.00 Nov-2013  Fully Paid        credit_card
## 2756   43000.00 Nov-2013  Fully Paid debt_consolidation
## 2757   82000.00 Nov-2013  Fully Paid        credit_card
## 2758   65000.00 Nov-2013 Charged Off debt_consolidation
## 2759   76000.00 Nov-2013  Fully Paid     major_purchase
## 2760   86000.00 Nov-2013  Fully Paid debt_consolidation
## 2761  120000.00 Nov-2013  Fully Paid        credit_card
## 2762  120000.00 Nov-2013  Fully Paid        credit_card
## 2763   60000.00 Nov-2013  Fully Paid debt_consolidation
## 2764   65000.00 Nov-2013  Fully Paid debt_consolidation
## 2765   41000.00 Nov-2013  Fully Paid debt_consolidation
## 2766  112000.00 Nov-2013  Fully Paid debt_consolidation
## 2767   77000.00 Nov-2013  Fully Paid   home_improvement
## 2768  105000.00 Nov-2013  Fully Paid        credit_card
## 2769   75000.00 Nov-2013 Charged Off debt_consolidation
## 2770  140000.00 Nov-2013  Fully Paid     small_business
## 2771   42000.00 Nov-2013  Fully Paid debt_consolidation
## 2772   95000.00 Nov-2013  Fully Paid debt_consolidation
## 2773  275000.00 Nov-2013  Fully Paid        credit_card
## 2774   90000.00 Nov-2013  Fully Paid debt_consolidation
## 2775   34000.00 Nov-2013  Fully Paid debt_consolidation
## 2776  165000.00 Nov-2013  Fully Paid        credit_card
## 2777  130000.00 Nov-2013  Fully Paid debt_consolidation
## 2778   38480.00 Nov-2013  Fully Paid        credit_card
## 2779   40000.00 Nov-2013  Fully Paid debt_consolidation
## 2780   65000.00 Nov-2013  Fully Paid             moving
## 2781   70000.00 Nov-2013  Fully Paid debt_consolidation
## 2782   60000.00 Nov-2013  Fully Paid              other
## 2783   36000.00 Nov-2013 Charged Off debt_consolidation
## 2784   61000.00 Nov-2013  Fully Paid debt_consolidation
## 2785   42000.00 Nov-2013  Fully Paid        credit_card
## 2786   75000.00 Nov-2013  Fully Paid debt_consolidation
## 2787   25000.00 Nov-2013  Fully Paid debt_consolidation
## 2788   25000.00 Nov-2013 Charged Off            medical
## 2789   25000.00 Nov-2013  Fully Paid        credit_card
## 2790   57000.00 Nov-2013  Fully Paid debt_consolidation
## 2791   65000.00 Nov-2013 Charged Off debt_consolidation
## 2792   77000.00 Nov-2013  Fully Paid debt_consolidation
## 2793   76000.00 Nov-2013  Fully Paid        credit_card
## 2794   46000.00 Nov-2013  Fully Paid        credit_card
## 2795   60000.00 Nov-2013  Fully Paid        credit_card
## 2796   50000.00 Nov-2013  Fully Paid debt_consolidation
## 2797   69058.80 Nov-2013  Fully Paid debt_consolidation
## 2798   32000.00 Nov-2013  Fully Paid debt_consolidation
## 2799  310000.00 Nov-2013  Fully Paid   home_improvement
## 2800   50000.00 Nov-2013  Fully Paid debt_consolidation
## 2801   40000.00 Nov-2013 Charged Off debt_consolidation
## 2802   35000.00 Nov-2013  Fully Paid debt_consolidation
## 2803   80900.00 Nov-2013  Fully Paid debt_consolidation
## 2804   50000.00 Nov-2013 Charged Off debt_consolidation
## 2805   45000.00 Nov-2013  Fully Paid debt_consolidation
## 2806   45000.00 Nov-2013  Fully Paid        credit_card
## 2807   41000.00 Nov-2013  Fully Paid debt_consolidation
## 2808   72000.00 Nov-2013  Fully Paid        credit_card
## 2809  100000.00 Nov-2013  Fully Paid debt_consolidation
## 2810   28000.00 Nov-2013  Fully Paid debt_consolidation
## 2811   75000.00 Nov-2013 Charged Off debt_consolidation
## 2812   65000.00 Nov-2013  Fully Paid debt_consolidation
## 2813   84000.00 Nov-2013  Fully Paid        credit_card
## 2814   93000.00 Nov-2013 Charged Off        credit_card
## 2815   40000.00 Nov-2013  Fully Paid debt_consolidation
## 2816   95000.00 Nov-2013  Fully Paid debt_consolidation
## 2817  125000.00 Nov-2013  Fully Paid        credit_card
## 2818   83000.00 Nov-2013  Fully Paid debt_consolidation
## 2819   75000.00 Nov-2013 Charged Off debt_consolidation
## 2820   45000.00 Nov-2013  Fully Paid debt_consolidation
## 2821   68000.00 Nov-2013 Charged Off        credit_card
## 2822   45000.00 Nov-2013  Fully Paid        credit_card
## 2823   85000.00 Nov-2013 Charged Off        credit_card
## 2824   95000.00 Nov-2013  Fully Paid        credit_card
## 2825   65000.00 Nov-2013  Fully Paid              other
## 2826   40000.00 Nov-2013  Fully Paid debt_consolidation
## 2827   37000.00 Nov-2013  Fully Paid        credit_card
## 2828   80000.00 Nov-2013  Fully Paid        credit_card
## 2829   69000.00 Nov-2013  Fully Paid        credit_card
## 2830  101500.00 Nov-2013  Fully Paid        credit_card
## 2831  110000.00 Nov-2013  Fully Paid debt_consolidation
## 2832   57888.00 Nov-2013  Fully Paid debt_consolidation
## 2833   65000.00 Nov-2013  Fully Paid        credit_card
## 2834   47000.00 Nov-2013  Fully Paid        credit_card
## 2835   26000.00 Nov-2013  Fully Paid debt_consolidation
## 2836   58200.00 Nov-2013  Fully Paid        credit_card
## 2837   40000.00 Nov-2013  Fully Paid debt_consolidation
## 2838  155000.00 Nov-2013  Fully Paid        credit_card
## 2839  110000.00 Nov-2013  Fully Paid debt_consolidation
## 2840   55000.00 Nov-2013  Fully Paid        credit_card
## 2841   75000.00 Nov-2013 Charged Off debt_consolidation
## 2842  100000.00 Nov-2013  Fully Paid        credit_card
## 2843   53000.00 Nov-2013  Fully Paid debt_consolidation
## 2844  200000.00 Nov-2013  Fully Paid debt_consolidation
## 2845   65000.00 Nov-2013  Fully Paid        credit_card
## 2846  150000.00 Nov-2013  Fully Paid   home_improvement
## 2847  103000.00 Nov-2013  Fully Paid debt_consolidation
## 2848  110000.00 Nov-2013 Charged Off debt_consolidation
## 2849  100000.00 Nov-2013  Fully Paid   home_improvement
## 2850   45500.00 Nov-2013  Fully Paid debt_consolidation
## 2851   45000.00 Nov-2013 Charged Off debt_consolidation
## 2852   60000.00 Nov-2013  Fully Paid        credit_card
## 2853   38000.00 Nov-2013  Fully Paid           vacation
## 2854   53897.00 Nov-2013  Fully Paid              other
## 2855  120000.00 Nov-2013  Fully Paid        credit_card
## 2856  120000.00 Nov-2013  Fully Paid     major_purchase
## 2857   43000.00 Nov-2013 Charged Off        credit_card
## 2858   75000.00 Nov-2013  Fully Paid debt_consolidation
## 2859   90000.00 Nov-2013  Fully Paid        credit_card
## 2860   35000.00 Nov-2013  Fully Paid        credit_card
## 2861   70000.00 Nov-2013  Fully Paid debt_consolidation
## 2862   90000.00 Nov-2013  Fully Paid debt_consolidation
## 2863   55000.00 Nov-2013 Charged Off debt_consolidation
## 2864   45000.00 Nov-2013 Charged Off        credit_card
## 2865   52000.00 Nov-2013  Fully Paid debt_consolidation
## 2866  210000.00 Nov-2013  Fully Paid   home_improvement
## 2867   40000.00 Nov-2013  Fully Paid debt_consolidation
## 2868   92000.00 Nov-2013  Fully Paid debt_consolidation
## 2869   42000.00 Nov-2013 Charged Off debt_consolidation
## 2870   65000.00 Nov-2013 Charged Off debt_consolidation
## 2871   55161.60 Nov-2013 Charged Off debt_consolidation
## 2872  130000.00 Nov-2013  Fully Paid              other
## 2873   56000.00 Nov-2013  Fully Paid   home_improvement
## 2874   36000.00 Nov-2013 Charged Off              other
## 2875   30000.00 Nov-2013  Fully Paid debt_consolidation
## 2876   71000.00 Nov-2013  Fully Paid        credit_card
## 2877   55000.00 Nov-2013 Charged Off debt_consolidation
## 2878  175000.00 Nov-2013  Fully Paid        credit_card
## 2879   75000.00 Nov-2013  Fully Paid   home_improvement
## 2880   52000.00 Nov-2013  Fully Paid        credit_card
## 2881   70000.00 Nov-2013  Fully Paid debt_consolidation
## 2882   23920.00 Nov-2013 Charged Off              other
## 2883   37440.00 Nov-2013  Fully Paid debt_consolidation
## 2884   36000.00 Nov-2013 Charged Off debt_consolidation
## 2885  160000.00 Nov-2013  Fully Paid debt_consolidation
## 2886  105000.00 Nov-2013  Fully Paid        credit_card
## 2887   65000.00 Nov-2013  Fully Paid debt_consolidation
## 2888   40000.00 Nov-2013  Fully Paid debt_consolidation
## 2889   67000.00 Nov-2013  Fully Paid        credit_card
## 2890   53000.00 Nov-2013 Charged Off debt_consolidation
## 2891   64000.00 Nov-2013  Fully Paid        credit_card
## 2892   50000.00 Nov-2013  Fully Paid        credit_card
## 2893   70000.00 Nov-2013  Fully Paid        credit_card
## 2894   93000.00 Nov-2013  Fully Paid        credit_card
## 2895   45000.00 Nov-2013 Charged Off debt_consolidation
## 2896   46000.00 Nov-2013  Fully Paid debt_consolidation
## 2897   46000.00 Nov-2013  Fully Paid        credit_card
## 2898   46000.00 Nov-2013  Fully Paid        credit_card
## 2899  120000.00 Nov-2013  Fully Paid debt_consolidation
## 2900   39000.00 Nov-2013 Charged Off        credit_card
## 2901   44000.00 Nov-2013  Fully Paid        credit_card
## 2902   85000.00 Nov-2013  Fully Paid        credit_card
## 2903   57074.00 Nov-2013  Fully Paid debt_consolidation
## 2904   51700.00 Nov-2013  Fully Paid debt_consolidation
## 2905   42000.00 Nov-2013  Fully Paid debt_consolidation
## 2906   63000.00 Nov-2013  Fully Paid        credit_card
## 2907   74000.00 Nov-2013  Fully Paid        credit_card
## 2908  112000.00 Nov-2013 Charged Off debt_consolidation
## 2909   80000.00 Nov-2013  Fully Paid   home_improvement
## 2910   32500.00 Nov-2013 Charged Off             moving
## 2911   37000.00 Nov-2013 Charged Off        credit_card
## 2912   52000.00 Nov-2013 Charged Off        credit_card
## 2913  115000.00 Nov-2013  Fully Paid debt_consolidation
## 2914   65000.00 Nov-2013  Fully Paid                car
## 2915  152000.00 Nov-2013 Charged Off        credit_card
## 2916   25000.00 Nov-2013  Fully Paid debt_consolidation
## 2917   94000.00 Nov-2013 Charged Off debt_consolidation
## 2918   84000.00 Nov-2013  Fully Paid                car
## 2919  150000.00 Nov-2013  Fully Paid debt_consolidation
## 2920  171000.00 Nov-2013  Fully Paid debt_consolidation
## 2921   65000.00 Nov-2013  Fully Paid debt_consolidation
## 2922   48000.00 Nov-2013  Fully Paid debt_consolidation
## 2923   40000.00 Nov-2013  Fully Paid debt_consolidation
## 2924   50000.00 Nov-2013  Fully Paid        credit_card
## 2925   80000.00 Nov-2013  Fully Paid        credit_card
## 2926   44000.00 Nov-2013  Fully Paid debt_consolidation
## 2927   40000.00 Nov-2013  Fully Paid debt_consolidation
## 2928  110000.00 Nov-2013  Fully Paid debt_consolidation
## 2929   95100.00 Nov-2013  Fully Paid debt_consolidation
## 2930   50000.00 Nov-2013  Fully Paid        credit_card
## 2931   54080.00 Nov-2013  Fully Paid debt_consolidation
## 2932   35000.00 Nov-2013 Charged Off debt_consolidation
## 2933   44000.00 Nov-2013  Fully Paid debt_consolidation
## 2934   52000.00 Nov-2013  Fully Paid debt_consolidation
## 2935   70000.00 Nov-2013  Fully Paid debt_consolidation
## 2936   62000.00 Nov-2013 Charged Off             moving
## 2937   44000.00 Nov-2013  Fully Paid debt_consolidation
## 2938   61048.00 Nov-2013  Fully Paid debt_consolidation
## 2939   35000.00 Nov-2013  Fully Paid        credit_card
## 2940   25000.00 Nov-2013  Fully Paid debt_consolidation
## 2941   60000.00 Nov-2013  Fully Paid debt_consolidation
## 2942   89000.00 Nov-2013  Fully Paid        credit_card
## 2943   57500.00 Nov-2013  Fully Paid        credit_card
## 2944   80000.00 Nov-2013  Fully Paid debt_consolidation
## 2945   70000.00 Nov-2013  Fully Paid debt_consolidation
## 2946   67000.00 Nov-2013  Fully Paid        credit_card
## 2947   70000.00 Nov-2013 Charged Off        credit_card
## 2948   41990.00 Nov-2013  Fully Paid debt_consolidation
## 2949   73000.00 Nov-2013  Fully Paid debt_consolidation
## 2950   73000.00 Nov-2013 Charged Off        credit_card
## 2951   50000.00 Nov-2013  Fully Paid   home_improvement
## 2952   93000.00 Nov-2013  Fully Paid        credit_card
## 2953   29000.00 Nov-2013  Fully Paid debt_consolidation
## 2954   40000.00 Nov-2013  Fully Paid debt_consolidation
## 2955   60000.00 Nov-2013  Fully Paid        credit_card
## 2956   43000.00 Nov-2013  Fully Paid                car
## 2957   49000.00 Nov-2013  Fully Paid debt_consolidation
## 2958   26363.04 Nov-2013  Fully Paid debt_consolidation
## 2959   65000.00 Nov-2013  Fully Paid debt_consolidation
## 2960   30000.00 Nov-2013  Fully Paid debt_consolidation
## 2961   30000.00 Nov-2013  Fully Paid        credit_card
## 2962   45000.00 Nov-2013  Fully Paid debt_consolidation
## 2963   98000.00 Nov-2013  Fully Paid     major_purchase
## 2964   52000.00 Nov-2013 Charged Off        credit_card
## 2965   34000.00 Nov-2013 Charged Off debt_consolidation
## 2966   78200.00 Nov-2013 Charged Off debt_consolidation
## 2967   29182.00 Nov-2013  Fully Paid        credit_card
## 2968   60000.00 Nov-2013  Fully Paid debt_consolidation
## 2969   34000.00 Nov-2013  Fully Paid debt_consolidation
## 2970   53000.00 Nov-2013  Fully Paid        credit_card
## 2971   36000.00 Nov-2013  Fully Paid debt_consolidation
## 2972  285000.00 Nov-2013  Fully Paid debt_consolidation
## 2973  127000.00 Nov-2013  Fully Paid debt_consolidation
## 2974  125000.00 Nov-2013 Charged Off debt_consolidation
## 2975  104500.00 Nov-2013 Charged Off debt_consolidation
## 2976   36000.00 Nov-2013 Charged Off        credit_card
## 2977   58000.00 Nov-2013  Fully Paid        credit_card
## 2978   76000.00 Nov-2013  Fully Paid        credit_card
## 2979   10000.00 Nov-2013  Fully Paid              other
## 2980   94000.00 Nov-2013  Fully Paid debt_consolidation
## 2981   50000.00 Nov-2013  Fully Paid debt_consolidation
## 2982   18000.00 Nov-2013  Fully Paid        credit_card
## 2983   76000.00 Nov-2013 Charged Off debt_consolidation
## 2984   80000.00 Nov-2013  Fully Paid        credit_card
## 2985  110000.00 Nov-2013  Fully Paid debt_consolidation
## 2986  100000.00 Nov-2013  Fully Paid debt_consolidation
## 2987   50000.00 Nov-2013  Fully Paid debt_consolidation
## 2988   80000.00 Nov-2013  Fully Paid debt_consolidation
## 2989   23300.00 Nov-2013  Fully Paid debt_consolidation
## 2990  124000.00 Nov-2013  Fully Paid debt_consolidation
## 2991   61000.00 Nov-2013  Fully Paid debt_consolidation
## 2992   30225.00 Nov-2013  Fully Paid        credit_card
## 2993   25000.00 Nov-2013  Fully Paid        credit_card
## 2994   24816.00 Nov-2013  Fully Paid debt_consolidation
## 2995  140498.00 Nov-2013  Fully Paid        credit_card
## 2996  110000.00 Nov-2013  Fully Paid debt_consolidation
## 2997  115000.00 Nov-2013  Fully Paid        credit_card
## 2998   55000.00 Nov-2013  Fully Paid debt_consolidation
## 2999   62000.00 Nov-2013  Fully Paid        credit_card
## 3000   40000.00 Nov-2013  Fully Paid        credit_card
## 3001   60000.00 Nov-2013 Charged Off debt_consolidation
## 3002   43000.00 Nov-2013  Fully Paid        credit_card
## 3003   79000.00 Nov-2013 Charged Off debt_consolidation
## 3004  125000.00 Nov-2013  Fully Paid        credit_card
## 3005   35000.00 Nov-2013  Fully Paid debt_consolidation
## 3006   92000.00 Nov-2013 Charged Off   home_improvement
## 3007   89000.00 Nov-2013  Fully Paid debt_consolidation
## 3008   46000.00 Nov-2013  Fully Paid debt_consolidation
## 3009   47000.00 Nov-2013  Fully Paid debt_consolidation
## 3010   60000.00 Nov-2013 Charged Off     major_purchase
## 3011   55000.00 Nov-2013  Fully Paid debt_consolidation
## 3012   27000.00 Nov-2013 Charged Off debt_consolidation
## 3013   33882.00 Nov-2013  Fully Paid        credit_card
## 3014   44223.00 Nov-2013 Charged Off     major_purchase
## 3015   65000.00 Nov-2013  Fully Paid debt_consolidation
## 3016   42000.00 Nov-2013  Fully Paid debt_consolidation
## 3017  390000.00 Nov-2013  Fully Paid        credit_card
## 3018  100812.00 Nov-2013  Fully Paid debt_consolidation
## 3019   35000.00 Nov-2013  Fully Paid        credit_card
## 3020   55000.00 Nov-2013  Fully Paid     major_purchase
## 3021   93000.00 Nov-2013  Fully Paid debt_consolidation
## 3022   55000.00 Nov-2013  Fully Paid debt_consolidation
## 3023   56000.00 Nov-2013  Fully Paid     major_purchase
## 3024   80000.00 Nov-2013  Fully Paid   home_improvement
## 3025  110000.00 Nov-2013  Fully Paid        credit_card
## 3026   66000.00 Nov-2013  Fully Paid        credit_card
## 3027   88000.00 Nov-2013  Fully Paid debt_consolidation
## 3028   85090.00 Nov-2013  Fully Paid debt_consolidation
## 3029   48000.00 Nov-2013  Fully Paid        credit_card
## 3030   20000.00 Nov-2013  Fully Paid        credit_card
## 3031   95000.00 Nov-2013  Fully Paid debt_consolidation
## 3032   51916.80 Nov-2013  Fully Paid        credit_card
## 3033   80000.00 Nov-2013  Fully Paid debt_consolidation
## 3034   30000.00 Nov-2013 Charged Off debt_consolidation
## 3035   48000.00 Nov-2013  Fully Paid        credit_card
## 3036   29904.00 Nov-2013  Fully Paid        credit_card
## 3037   70700.00 Nov-2013 Charged Off debt_consolidation
## 3038  116500.00 Nov-2013  Fully Paid   home_improvement
## 3039   89760.00 Nov-2013  Fully Paid        credit_card
## 3040   40000.00 Nov-2013  Fully Paid        credit_card
## 3041   75000.00 Nov-2013  Fully Paid        credit_card
## 3042   70000.00 Nov-2013 Charged Off        credit_card
## 3043   55000.00 Nov-2013  Fully Paid debt_consolidation
## 3044   47760.00 Nov-2013  Fully Paid debt_consolidation
## 3045   66000.00 Nov-2013 Charged Off debt_consolidation
## 3046   45000.00 Nov-2013  Fully Paid debt_consolidation
## 3047   50000.00 Nov-2013  Fully Paid        credit_card
## 3048   32904.00 Nov-2013  Fully Paid debt_consolidation
## 3049   72000.00 Nov-2013  Fully Paid     major_purchase
## 3050   50000.00 Nov-2013  Fully Paid        credit_card
## 3051   50000.00 Nov-2013  Fully Paid        credit_card
## 3052   75000.00 Nov-2013 Charged Off debt_consolidation
## 3053   54500.00 Nov-2013  Fully Paid        credit_card
## 3054  117000.00 Nov-2013  Fully Paid debt_consolidation
## 3055   75000.00 Nov-2013 Charged Off debt_consolidation
## 3056   48000.00 Nov-2013  Fully Paid debt_consolidation
## 3057  130000.00 Nov-2013  Fully Paid   home_improvement
## 3058  120000.00 Nov-2013  Fully Paid        credit_card
## 3059   95000.00 Nov-2013  Fully Paid debt_consolidation
## 3060   85000.00 Oct-2013  Fully Paid        credit_card
## 3061   65500.00 Nov-2013  Fully Paid debt_consolidation
## 3062   20167.00 Nov-2013 Charged Off debt_consolidation
## 3063   75000.00 Nov-2013  Fully Paid debt_consolidation
## 3064   39000.00 Nov-2013 Charged Off debt_consolidation
## 3065  175000.00 Nov-2013  Fully Paid   home_improvement
## 3066   67200.00 Nov-2013  Fully Paid     major_purchase
## 3067   56000.00 Nov-2013  Fully Paid              other
## 3068   60000.00 Nov-2013  Fully Paid debt_consolidation
## 3069   18000.00 Nov-2013  Fully Paid        credit_card
## 3070  102500.00 Nov-2013  Fully Paid debt_consolidation
## 3071   30000.00 Nov-2013  Fully Paid        credit_card
## 3072   55000.00 Nov-2013 Charged Off debt_consolidation
## 3073   45000.00 Nov-2013  Fully Paid        credit_card
## 3074   45000.00 Nov-2013  Fully Paid        credit_card
## 3075   63300.00 Oct-2013  Fully Paid     major_purchase
## 3076   85000.00 Nov-2013  Fully Paid        credit_card
## 3077  135000.00 Nov-2013  Fully Paid debt_consolidation
## 3078   84000.00 Nov-2013  Fully Paid             moving
## 3079   60000.00 Nov-2013 Charged Off debt_consolidation
## 3080  105000.00 Nov-2013 Charged Off     major_purchase
## 3081   90000.00 Nov-2013  Fully Paid debt_consolidation
## 3082   59500.00 Nov-2013  Fully Paid debt_consolidation
## 3083   70000.00 Nov-2013 Charged Off        credit_card
## 3084   72000.00 Nov-2013  Fully Paid        credit_card
## 3085   45000.00 Nov-2013  Fully Paid debt_consolidation
## 3086   62000.00 Nov-2013  Fully Paid        credit_card
## 3087   72000.00 Nov-2013  Fully Paid debt_consolidation
## 3088   42000.00 Nov-2013  Fully Paid        credit_card
## 3089   40000.00 Nov-2013  Fully Paid debt_consolidation
## 3090   80000.00 Nov-2013  Fully Paid debt_consolidation
## 3091   91000.00 Nov-2013  Fully Paid debt_consolidation
## 3092   81974.32 Nov-2013  Fully Paid        credit_card
## 3093  130000.00 Nov-2013  Fully Paid debt_consolidation
## 3094   70000.00 Nov-2013  Fully Paid        credit_card
## 3095   52000.00 Nov-2013  Fully Paid        credit_card
## 3096  200000.00 Nov-2013 Charged Off debt_consolidation
## 3097  110000.00 Nov-2013  Fully Paid        credit_card
## 3098   92000.00 Nov-2013 Charged Off debt_consolidation
## 3099   75000.00 Nov-2013  Fully Paid debt_consolidation
## 3100  110000.00 Nov-2013  Fully Paid debt_consolidation
## 3101   35000.00 Nov-2013  Fully Paid debt_consolidation
## 3102   70000.00 Nov-2013  Fully Paid debt_consolidation
## 3103   79000.00 Nov-2013  Fully Paid        credit_card
## 3104   37000.00 Nov-2013 Charged Off debt_consolidation
## 3105   78000.00 Nov-2013  Fully Paid debt_consolidation
## 3106   19584.00 Nov-2013  Fully Paid debt_consolidation
## 3107   60000.00 Nov-2013  Fully Paid debt_consolidation
## 3108  100000.00 Nov-2013  Fully Paid debt_consolidation
## 3109   32000.00 Nov-2013 Charged Off debt_consolidation
## 3110   68640.00 Nov-2013  Fully Paid debt_consolidation
## 3111  149000.00 Nov-2013  Fully Paid debt_consolidation
## 3112   79500.00 Nov-2013  Fully Paid        credit_card
## 3113   55000.00 Nov-2013  Fully Paid debt_consolidation
## 3114   53000.00 Nov-2013 Charged Off debt_consolidation
## 3115   35000.00 Nov-2013  Fully Paid debt_consolidation
## 3116   85000.00 Nov-2013  Fully Paid debt_consolidation
## 3117   55000.00 Nov-2013 Charged Off debt_consolidation
## 3118   40000.00 Nov-2013  Fully Paid debt_consolidation
## 3119   56000.00 Nov-2013 Charged Off debt_consolidation
## 3120   30000.00 Nov-2013  Fully Paid debt_consolidation
## 3121  109000.00 Nov-2013  Fully Paid debt_consolidation
## 3122   60000.00 Nov-2013  Fully Paid        credit_card
## 3123  120000.00 Nov-2013  Fully Paid     major_purchase
## 3124  134600.00 Nov-2013  Fully Paid debt_consolidation
##                                         title addr_state   dti delinq_2yrs
## 1                          Debt consolidation         CO 13.03           0
## 2                                  No Regrets         NC  4.62           0
## 3                                     Pay off         FL 16.51           0
## 4                          credit card payoff         TX 18.51           0
## 5                          debt consolidation         TX 26.49           0
## 6            North Seattle Debt Consolidation         WA 16.33           0
## 7                          Debt Consolidation         FL 14.59           0
## 8                                     Wedding         FL 20.25           4
## 9                                   one debt          NC 17.71           0
## 10                                 Motivation         TX  9.27           0
## 11                                  DEBT HELP         NC 18.07           0
## 12                             Cost Of Living         MD 25.86           0
## 13                                    Wedding         NC 18.24           0
## 14                                     DebtCo         AL 17.26           0
## 15                                    my loan         NY  8.68           0
## 16                              Burden Lifted         WY 13.06           3
## 17                          DebtConsolidation         OR 20.28           0
## 18                                       Plan         FL 28.99           0
## 19                         Debt consolidation         TX 14.39           0
## 20                    Credit card refinancing         NJ 20.81           0
## 21                                      house         TX 10.30           1
## 22                         Debt Consolidation         MI 24.50           0
## 23                         Debt consolidation         NC 15.04           0
## 24                                     refime         AZ 13.34           0
## 25                                     Relief         FL 12.32           0
## 26                                Consolidate         CA 12.94           0
## 27       My Credit Card Debt Elimination Loan         CA 12.08           0
## 28                       credit consolidation         NY  7.05           0
## 29                                   Business         TX 12.53           0
## 30                               Credit cards         CA 10.36           0
## 31                         Debt Consolidation         CO 21.55           0
## 32    Lower rate loan to payoff existing loan         NY 14.26           0
## 33                         Consolidation Loan         AR 27.10           0
## 34                         Bill Consolidation         CA 33.41           0
## 35                                 greenhouse         MA 28.18           0
## 36                  Credit Card Consolidation         AZ 16.09           0
## 37              Consolidation and home repair         TX 28.41           0
## 38                 Credit card consolidation          LA 17.58           0
## 39                              i am the best         MA 31.80           0
## 40                                       home         WA 13.73           0
## 41                               Lending Club         MD 31.47           0
## 42                                      Other         CA  9.63           0
## 43                               DebtFreePlan         MN 15.88           0
## 44       Paid off my lexus, next credit cards         KS  8.88           0
## 45                         Debt consolidation         FL 20.91           0
## 46                           CC Consolidation         TX 19.46           2
## 47                                   debtfree         TX  9.25           0
## 48                                     thanks         GA 18.00           1
## 49                              Consolidation         NM 17.45           0
## 50                                    Wedding         FL 34.62           0
## 51                         Debt consolidation         FL 17.80           0
## 52                                   consloan         CA 28.53           0
## 53                                     Bills          OH 28.98           0
## 54                                Debt payoff         MA 16.15           0
## 55                 My Debt Consolidation Loan         NY 15.41           0
## 56                                       debt         IN  5.86           0
## 57                          modified balances         CA 19.54           0
## 58   small loan and credit card consolidation         TX 27.77           0
## 59                       Payoff High Interest         CA 18.58           1
## 60                         Debt consolidation         NY 16.54           0
## 61                       Credit Consolidation         NY 27.64           0
## 62                             Credit Factory         MI 17.24           0
## 63                                     nodebt         NV 21.38           0
## 64                         consolidation loan         MA 12.15           0
## 65                                Investment          TX  6.55           1
## 66                    Revolving Credit Payoff         NY 15.32           0
## 67                         debt consolidation         FL 13.93           1
## 68                         Debt consolidation         MA 18.84           1
## 69                     Bank Of America Payoff         NY 22.67           0
## 70                           Home improvement         MO 33.03           0
## 71                                 pay it off         IL  5.82           0
## 72                         Debt consolidation         FL 15.54           0
## 73         Home improvement and consolidation         MA  5.66           1
## 74                                    My Loan         NY 11.06           0
## 75                           CC Consolidation         IL 12.16           1
## 76                             consolidation          IL 11.34           0
## 77                      credit card refinance         CO 19.06           0
## 78                          DebtConsolidation         IL 22.57           0
## 79                         debt consolidation         MI  9.20           0
## 80                             major purchase         MD 25.10           0
## 81                                   Business         CA 14.52           0
## 82                                      Tbird         NY 19.47           0
## 83       300 SF Rr Additon to my Primary Home         MD  2.21           0
## 84                         Debt Consolidation         CO 12.96           0
## 85                             card refinance         VA 21.37           0
## 86                    Credit card refinancing         OH 21.18           0
## 87                                   Blessing         VA 24.43           0
## 88                           Wedding expenses         CO 21.13           1
## 89                         Debt consolidation         AZ 28.75           0
## 90                                   Vacation         FL 17.81           0
## 91                              Consolidation         NJ 10.97           0
## 92                                Consolidate         AZ 24.94           0
## 93               pay the credit card monsters         RI 12.05           0
## 94                               credit card          IL 15.51           2
## 95                                Resolution          FL 15.23           0
## 96                        Debt Consolidation          CA 28.73           0
## 97                  credit card consolidation         NV 22.93           1
## 98                         Debt Consolidation         AL 29.72           0
## 99                       credit consolidation         WV 15.16           0
## 100                            Debt Reduction         TX 34.52           0
## 101                                    payoff         OH  8.70           0
## 102                             Credit Revamp         CA 28.47           1
## 103                   Taking care of business         MO 18.32           0
## 104                                   CC Refi         TX  1.57           0
## 105                            IRS Collection         TX 13.41           0
## 106                                 cc and lc         NC 13.54           0
## 107                                  Vacation         UT 15.25           0
## 108                                 Refinance         TX 17.55           1
## 109                          credit card debt         UT 24.53           0
## 110                       Credit card pay off         NV 14.25           0
## 111                                MyBusiness         TN 26.10           1
## 112                                   My loan         OH  8.29           0
## 113                        Debt consolidation         CA 26.88           0
## 114                                 godisgood         NJ  7.23           0
## 115                                      Roof         WA 21.26           2
## 116                                   payoffs         MN 20.40           0
## 117                             Consolidation         MD 17.12           0
## 118          Debt Consolidation & Home Repair         IL 17.07           0
## 119                        Debt consolidation         NY  8.92           0
## 120                        Debt consolidation         CA 34.18           0
## 121                              Independence         MN 22.09           1
## 122                              monthly loan         TX 20.24           0
## 123                     credit card refinance         DE 23.58           0
## 124                                  fix loan         UT 34.68           0
## 125                           THE HELP I NEED         CA 25.26           0
## 126                        Debt consolidation         FL 14.13           0
## 127                   Credit card refinancing         WI 12.62           0
## 128                        new year debt plan         CA 17.09           0
## 129                 Credit Card consolidation         KS 14.94           0
## 130                             consolidation         OH 17.59           0
## 131                              CC Repayment         WI 20.96           0
## 132                                   Freedom         TX 21.36           0
## 133                                   Freedom         IL 11.62           0
## 134                 freedom from credit cards         WV 25.22           0
## 135       Credit card and loan consolidation.         MA 26.46           0
## 136                        Debt consolidation         MN 30.08           0
## 137                        Debt Consolidation         MA 30.74           0
## 138                        Debt Consolidation         NC 27.12           0
## 139          Fresh Start - Debt Consolidation         NY 11.08           0
## 140                   Credit card refinancing         LA  9.83           0
## 141                                     Other         IL 13.54           0
## 142                                    Relief         IL 18.88           0
## 143                              Home repairs         NV 11.04           0
## 144                            1 payment loan         CA 12.30           0
## 145                        consolidation loan         AL 25.10           0
## 146                     CC Consolidatoin Loan         NM 10.40           0
## 147                        Credit Card Payoff         FL 19.02           0
## 148     Debt consolidation & Home Improvement         NY  7.04           2
## 149                        Debt Consolidation         PA 14.09           0
## 150                        Debt consolidation         CA 26.52           1
## 151              Looking to Consolidate Debt!         CA 30.60           0
## 152                     CREDIT CARD REFINANCE         KS 18.45           0
## 153                                  personal         NY 24.13           0
## 154                Credit Card Consolidation          WA  4.72           0
## 155                                  Pay Dept         NY  3.00           0
## 156                                  One Time         AZ  9.03           0
## 157                             Consolidation         GA 30.62           0
## 158                       Making life easier.         IN 23.52           0
## 159                         Debt management           PA  9.21           1
## 160                                  Vacation         CA 21.50           1
## 161                        Debt consolidation         TX 11.45           0
## 162                              Credit Cards         VA 17.59           1
## 163                   Debt Consolidation Loan         CO  4.46           2
## 164                              Credit cards         TX 14.77           0
## 165                              Improvements         IL  3.82           1
## 166                        Debt Consolidation         CA 21.79           0
## 167                                Lower rate         CA 12.37           0
## 168                        Debt consolidation         OH 11.57           0
## 169                     Moving and relocation         CA 12.15           4
## 170                        Home Improvements          CO  9.23           0
## 171                        Debt consolidation         KS  8.21           0
## 172             Help During Kids College Loan         MO 15.76           0
## 173                                    paylow         AL 16.33           0
## 174                          Credit Card Debt         CA 18.68           1
## 175                        Debt consolidation         WI 25.32           0
## 176                   Credit card refinancing         TX 11.39           1
## 177                   Credit card refinancing         SC 19.70           1
## 178                        debt consolidation         PA 13.18           0
## 179                           CC payoff loan          FL 17.65           1
## 180                        Debt Consolidation         VT 10.94           0
## 181                       Credit Card Freedom         TX 23.14           0
## 182                   debt consolidation loan         NJ 23.42           0
## 183                                     Other         IL  7.37           0
## 184                        Debt consolidation         MA 15.43           0
## 185                                  CCNoMore         NJ 17.44           0
## 186                        Consolidation Loan         GA 19.57           0
## 187                              Shark attack         FL 20.55           0
## 188                                   Kitchen         TX 22.97           0
## 189                             New Year Loan         CO 24.35           0
## 190           Credit Card Debt Rate Reduction         MO 11.66           0
## 191                                New Floors         TX 27.73           0
## 192                                 New fence         TX 21.24           0
## 193                                CreditCiti         CA 12.22           0
## 194                        Debt Consolidation         TN 16.10           0
## 195                    Major Purchase for Car         GA 15.12           2
## 196                                    Payoff         MD 17.36           1
## 197                        Debt Consolidation         NJ 21.88           0
## 198                             Consolidation         IL 24.04           0
## 199                                     Other         NY 19.04           0
## 200                          better organizer         CA 18.27           0
## 201               Complete debt consolidation         CA 16.13           0
## 202                       Moving/Medical Loan         IL 23.48           0
## 203                        Credit Card Payoff         MI 27.67           0
## 204                        Debt consolidation         NC 10.60           0
## 205       To pay off my multiple credit cards         MI  6.66           0
## 206                                      Shop         NY 26.19           0
## 207                         capital refinance         IL 14.92           0
## 208                          Reducing my debt         MO 25.95           0
## 209                        One payment for me         NY 10.33           0
## 210                              Knock em out         TX 16.46           0
## 211                        Debt consolidation         AL 30.52           0
## 212     Credit card finance to eliminate debt         MI 17.42           0
## 213                        Debt consolidation         NY 18.16           0
## 214                                      Loan         AR 22.48           0
## 215                        Debt Consolidation         NC 13.89           1
## 216                        Debt Consolidation         CA  9.57           0
## 217                        Debt consolidation         KS 20.43           0
## 218                          Credit Refinance         IL 18.41           0
## 219                   Credit card refinancing         NY 27.97           0
## 220       Refinancing of loan from other bank         WA 20.58           2
## 221                        Debt consolidation         CA 13.46           1
## 222                               Consolidate         TX 19.85           0
## 223           Home improvements and pay taxes         MI  9.30           0
## 224                        Debt consolidation         OR 11.48           0
## 225                     credit card refinance         CA 25.26           0
## 226                                   pay off         NY 19.89           1
## 227                                    Island         FL 16.88           0
## 228                    DEBT CONDOLIDATION END         CT  7.28           0
## 229                     Credit Card Refinance         AL 25.86           0
## 230                        Debt consolidation         MO 13.88           0
## 231                     Wedding expenses loan         NJ 18.47           0
## 232                        Debt Consolidation         NY 24.11           3
## 233                             Personal loan         MA 23.53           0
## 234                   credit card refinancing         NY  6.73           1
## 235                             Personal Loan         NY 19.78           0
## 236                       Credit Card bailout         SD 17.72           0
## 237                          Paying down Amex         NY 11.98           2
## 238                               A new start         TN 20.22           0
## 239                                  homefree         NY 12.78           1
## 240                                Engagement         NY  1.48           0
## 241                        Debt consolidation         VA 20.38           0
## 242                        Debt consolidation         FL 28.36           0
## 243                        Debt consolidation         NJ 24.12           4
## 244                        Debt consolidation         CO  8.37           0
## 245                                  Holidays         MD 12.91           3
## 246                           Get off my Back         MI 13.16           0
## 247                   Credit card refinancing         TX  2.58           0
## 248                                   pay off         IL 14.50           1
## 249                              Freedom Loan         NY 26.16           0
## 250                       getting out of debt         IN 13.98           0
## 251                                   Finally         VA 19.89           2
## 252                   Clearing Out The Closet         CA 11.55           0
## 253                        Debt consolidation         NY 17.82           0
## 254                                  my loan          CA  2.65           0
## 255                              Thankyouloan         LA 33.22           1
## 256                                     Other         CA 11.20           0
## 257                             consolidation         NY 22.99           0
## 258                           Get out of debt         PA 14.34           0
## 259                             Personal Loan         TX 11.78           2
## 260                                     Other         IN  4.55           0
## 261                        Debt consolidation         SC 13.88           0
## 262                   Credit card refinancing         TX 12.95           0
## 263                             Consolidation         IN 19.01           0
## 264                                    Payoff         WA  9.47           0
## 265                   Credit card refinancing         CT 22.60           0
## 266                             pay off bills         OH 22.77           0
## 267                       Debt Consolidation          NY 17.24           0
## 268                            hOMEIMPROVMENT         FL  3.42           0
## 269                               Credit Card         NC 22.24           0
## 270                   Credit card refinancing         WI  9.60           0
## 271                      consolidate payments         FL 14.53           0
## 272                     Credit card refinance         CA 14.49           1
## 273                                 Refinance         OH 12.95           0
## 274                                CreditCard         KS 20.34           0
## 275                             Concrete Loan         OH 13.96           0
## 276         Lower Interest Debt Consolodation         PA 23.60           0
## 277  consolidate credit cards, some home impr         NY 18.95           0
## 278                            Pay it all off         FL  4.16           0
## 279                                    Moving         OR 12.62           0
## 280            Credit Card debt consolidation         NY  4.41           1
## 281                 Credit Card Consolidation         GA 15.59           0
## 282                        debt consolidation         TX  7.91           0
## 283                          Pay off 1st loan         AR 10.57           0
## 284                        Debt consolidation         IN 29.00           0
## 285                        Debt Consolidation         NC  5.07           0
## 286                                    payoff         VA 13.34           0
## 287                        Debt consolidation         NY  9.04           0
## 288                   Credit card refinancing         NV 26.62           0
## 289                                     Debt          OR 14.05           0
## 290                   paying off credit cards         NY  3.22           0
## 291                   Credit card refinancing         NJ 15.62           2
## 292                                     Other         NJ 18.95           0
## 293                        Consolidation Loan         TX 19.76           1
## 294                             Consolidation         AZ 27.66           0
## 295                          Medical expenses         WA 23.76           0
## 296                             Getting ahead         CA  5.83           0
## 297                        DebtCo Amz WF Disc         CO 28.28           0
## 298                                      Rest         IN 13.90           1
## 299                   Credit Card Refinancing         MD 16.54           0
## 300                                  Business         CO 25.52           0
## 301                                    Cardds         NY 23.90           0
## 302                        Debt consolidation         WA  9.71           0
## 303                 Credit Card Consolidation         NC 14.20           1
## 304                             Consolidation         KY 19.84           0
## 305                             for the house         OH 14.55           0
## 306                        debt consolidation         IL  9.73           0
## 307                        Debt consolidation         IN 19.04           0
## 308                        Debt consolidation         TX 25.58           0
## 309                                  vacation         CA 11.39           0
## 310                                 Debt free         NJ 22.88           0
## 311                            credit payment         CA 14.03           0
## 312                        Debt Consolidation         FL 18.30           0
## 313                        Debt Consolidation         PA 24.79           0
## 314                        Debt consolidation         NJ 11.50           0
## 315                        Debt consolidation         NY  9.87           0
## 316                               credit card         AL 34.75           0
## 317                        Debt consolidation         MA 11.85           0
## 318                             consolidation         GA 10.72           0
## 319                              Pay off debt         WA 12.27           0
## 320                        Credit card payoff         SC 22.09           0
## 321                                wrap it up         OH 28.65           1
## 322                                   My Loan         UT 24.95           0
## 323                              Credit Cards         MO  7.33           0
## 324                                Life Saver         MD 17.94           0
## 325                          Home improvement         NY 24.05           0
## 326                         Deb Consolidation         VA 13.74           0
## 327                          Home improvement         MD 17.34           1
## 328                        debt consolidation         NY 19.76           0
## 329                                 Debt Loan         MA  7.12           1
## 330                   Credit card refinancing         SC 26.40           1
## 331                           Making a Change         TX 23.18           0
## 332                        Debt Consolidation         TX  3.73           0
## 333                   First Home Down Payment         VA 23.14           0
## 334                          Home improvement         NY 23.48           0
## 335                          Credit card refi         PA 14.16           0
## 336                             starting over         OH 25.06           0
## 337                              Pay Off Loan         OR 16.30           0
## 338                             starting over         TX 21.78           1
## 339    Help us become Happy,Healthy, and FREE         SC 20.54           0
## 340                            CREDIT PAY OFF         VA 23.98           0
## 341                          Home Improvement         NM  8.27           0
## 342                            Home Site Loan         OR 23.04           0
## 343                                     Other         NJ 15.31           1
## 344                             Consolidation         VA 19.43           0
## 345                   Credit card consolidate         NY 22.22           0
## 346                          Home Downpayment         HI 12.01           0
## 347                      Pay off credit cards         TX 19.44           2
## 348                               credit dept         GA  6.72           0
## 349                          December CC Refi         TX 12.89           2
## 350                                start over         NJ 21.53           0
## 351                              Debt Pay off         TX 23.43           0
## 352                   Credit card refinancing         NJ 32.63           0
## 353                                  ccpayoff         AL 22.91           0
## 354                 Credit Card Consolidation         AZ 14.11           0
## 355                          Pay credit cards         IL 22.27           0
## 356                        Debt Consolidation         CO 17.41           0
## 357                        Debt consolidation         WA 23.86           0
## 358                              pay my bills         WI 21.68           0
## 359                              Fix it right         MA 15.54           0
## 360     Pay off higher interest credit cards          MO 12.04           0
## 361                                   kitchen         GA 24.49           0
## 362                                    safety         CA 15.36           0
## 363            CREDIT CARD DEBT CONSOLIDATION         WV  8.82           0
## 364                        Debt Consolidation         CA 16.77           0
## 365                   Credit card refinancing         NY  6.98           0
## 366                            Major purchase         AL 24.78           0
## 367                   Credit card refinancing         CA 23.17           0
## 368                               Debt Payoff         OH 18.45           1
## 369                             New Beginning         MI 22.35           0
## 370                             Consolidation         NC 13.27           0
## 371                          Death to My Debt         TX 31.42           0
## 372      Consolidate CC from Property Updates         TX 27.39           0
## 373                        debt consolidation         AZ  3.09           1
## 374                             Consolidation         DE 14.65           1
## 375                        debt consolodation         RI  7.04           0
## 376                        Debt consolidation         PA 13.17           0
## 377                         Costoflivingloan1         CA  7.42           0
## 378                           Paying Off Debt         TX 29.18           0
## 379                         one for the money         MI 18.99           1
## 380     this loan will help me pay some bill.         NY 12.03           0
## 381                        Debt consolidation         FL 10.71           1
## 382                                   ontrack         TN 14.63           0
## 383                  Financial Responsability         UT 12.64           0
## 384                        debt consolidation         IL 19.82           0
## 385                   Credit card refinancing         KS 25.10           0
## 386                             consolidation         TN 13.22           0
## 387                                  Vacation         FL  9.15           5
## 388                   Credit card refinancing         CA  7.76           3
## 389                   Debt consolidation loan         OK 26.42           1
## 390                                    Payoff         CA 10.76           0
## 391                 Credit Card Consolidation         PA 15.58           0
## 392                          bathroom remodel         MN 16.80           0
## 393                        Debt consolidation         FL 19.74           0
## 394                             Truck expense         WI 12.77           0
## 395                        Debt consolidation         CT 14.81           0
## 396                             Credit Relief         PA  6.87           0
## 397     Debt Consolidation / Car Down Payment         NY 13.30           0
## 398                             Lower payment         TX 29.36           0
## 399                          Home improvement         PA  3.63           0
## 400                    LC Streamlined Payment         PA 17.49           0
## 401                     Credit Card Refinance         OH 12.54           0
## 402                               Credit card         CA 30.63           0
## 403                        Debt Consolidation         NH  6.36           0
## 404  High Interest Credit Cards Debt Consolid         MN 19.20           2
## 405                              Wedding Fund         IL  3.57           0
## 406                        Debt consolidation         TX 23.35           1
## 407                 Credit Card Consolidation         MO 11.00           0
## 408                                   EASYDAY         NC 26.11           0
## 409                             Personal Loan         FL 11.01           0
## 410                        debt consolidation         TX 12.32           0
## 411                        debt consolidation         TN 17.30           0
## 412                            Breathe Easier         OR 20.97           0
## 413                          Oscar RescueLoan         MD 23.25           0
## 414                        Consolidation Loan         KS  8.70           0
## 415                        Fix Car plus stuff         LA  7.71           2
## 416                     Credit Card Refinance         MO 22.83           0
## 417              Debt Consolidation Thank You         CA 13.77           0
## 418                          Medical expenses         TX 23.48           0
## 419                                float loan         NV  5.48           1
## 420                             Helping Hands         NY 11.38           0
## 421                   Credit card refinancing         NM  6.93           0
## 422                                      debt         CT 31.64           0
## 423                               Moving Loan         TX 24.63           2
## 424                   Credit card refinancing         OH 23.35           0
## 425                       Proactive Investing         IL 10.04           0
## 426                                     Other         KY 24.64           0
## 427                                 Christmas         FL  5.76           6
## 428                             Computer Loan         TX 18.55           1
## 429                        Debt consolidation         CA 20.00           1
## 430                        Debt consolidation         NY 11.81           0
## 431                                  helping          NY 32.36           0
## 432                                 Car Loan          NY 14.86           0
## 433                     Credit card refinance         MI 21.36           0
## 434                                        CC         NY 11.96           0
## 435                        Credit Card Payoff         LA 18.24           0
## 436                   Credit card refinancing         NJ 16.53           0
## 437                                 Chase War         AZ  7.98           0
## 438                                  Business         MI 14.76           0
## 439                          credit card loan         FL 25.80           0
## 440                              Debt Freedom         OK 25.84           0
## 441                        Debt consolidation         MO 28.89           0
## 442                             Debt Solution         CA 16.35           0
## 443                               consolidate         NY  8.98           1
## 444                              Loan for me          TX 10.46           0
## 445                     credit card refinance         NY  6.47           0
## 446                              Out of Debit         NC 15.58           0
## 447                          Debt consolidate         FL  9.47           2
## 448                        DEBT CONSOLIDATION         CA 23.75           0
## 449                       Debt Consolidation          TX 11.83           0
## 450                        Debt consolidation         NY  7.94           0
## 451                        Debt consolidation         CO 23.86           2
## 452                              LOAN_COMBINE         CA  5.63           0
## 453                                      DET2         AZ 16.88           0
## 454                   Credit card refinancing         TN 31.69           0
## 455                        Debt consolidation         GA 23.48           0
## 456                        Debt Consolidation         PA 16.91           1
## 457                              credit cards         NY 10.15           1
## 458                               Consolodate         NC  6.56           0
## 459                                  Refiance         CT 16.20           3
## 460  lower monthly payments and interest cost         NV 12.12           0
## 461                             consolidation         NY 20.61           0
## 462                     Credit Card Refinance         NY  8.36           0
## 463                        Debt Consolidation         IL 26.34           0
## 464                        Debt Consolidation         IN 17.54           0
## 465                        debt consolidation         PA 11.09           2
## 466                             mydebtconloan         MD 23.06           0
## 467                        Debt consolidation         TX 12.14           0
## 468                          My Personal Loan         VA 30.11           0
## 469                                   Wedding         NJ 15.25           0
## 470                              Medical Loan         TX  9.42           0
## 471                        Debt Consolidation         FL  8.17           0
## 472                        Debt Consolidation         MD 15.75           0
## 473                        Debt Consolidation         WA 17.71           0
## 474                     credit card refinance         NJ 26.93           0
## 475                            Major purchase         NY 13.42           0
## 476                        Debt consolidation         KY 30.69           0
## 477                           My New Day Loan         CA 20.60           0
## 478                              Credit cards         AZ  8.31           0
## 479                                 Debt Free         TX 15.17           1
## 480                              freedom plan         FL 16.51           0
## 481                                  Recovery         GA 20.59           0
## 482                          changemylifeloan         MI  7.41           1
## 483                       PAYOFF CREDIT CARDS         CA  5.41           0
## 484           School debt consolidation loan          MO 26.30           0
## 485                  Credit Card Freedom Loan         NC 21.62           0
## 486                     Credit Card Refinance         OH 26.96           0
## 487                        Consolidation loan         CO 32.89           0
## 488                              Credit card          TN 26.08           0
## 489                                   Private         TX 16.13           2
## 490                                   Ketchup         GA 13.67           0
## 491                          Debt Refinancing         NY 16.04           0
## 492                               Credit Card         IL  9.30           0
## 493                        Debt Consolidation         UT  1.90           0
## 494                        Debt Consolidation         WV  4.94           0
## 495                            Holiday Cheer          IN  1.93           0
## 496                                      ReFi         WA  5.78           0
## 497                             A Better Life         CA 23.97           0
## 498                        debt consolidation         FL  4.52           1
## 499                           Ontime payments         AZ 22.54           0
## 500                        Credit refinancing         TN 20.91           0
## 501                               mississippi         TX 16.01           2
## 502                             consolidation         KY 14.44           0
## 503                          Home improvement         FL 11.51           1
## 504                      credit consolidation         TX 20.00           2
## 505                    Trucking Business Loan         LA  9.07           0
## 506                 Balancing at the New Year         TN 23.65           1
## 507                             Debt Free 101         MD 16.50           0
## 508                                   Biz exp         AK 20.81           0
## 509                          Credit Card Debt         CA 14.49           1
## 510            Credit Card Debt Consolidation         NY 14.17           0
## 511                   Credit Card Refinancing         OH 17.98           0
## 512                   get my butt out of debt         NM 16.25           0
## 513                             Consolidation         VA 14.73           0
## 514                   Old Home needs plumbing         IL 18.31           0
## 515                               Home Buying         MN 13.67           2
## 516                        Debt Consolidation         GA 18.46           1
## 517                Pay off credit card debit          IN 14.65           0
## 518                     CREDIT CARD REFINANCE         OR 25.39           1
## 519                        Debt consolidation         TX 23.79           0
## 520                                     Other         CA  7.11           0
## 521                             Consolidation         PA 25.14           0
## 522                        Bill Consolidation         LA 20.86           0
## 523                             Debt Pay Down         NJ  9.50           0
## 524                          Credit Reduction         MD 18.41           0
## 525                                   FREE ME         MD 25.78           0
## 526                               credit card         FL  9.11           1
## 527                        Credit Card Payoff         AR 15.51           0
## 528                        Debt consolidation         WI 20.63           0
## 529                        Debt Consolidation         OH 22.01           0
## 530                                DebtConsol         GA  8.40           0
## 531                                      Refi         NY  8.15           1
## 532                 Credit Card Consolidation         TX 11.84           3
## 533                        credit card payoff         CA 26.96           2
## 534                        Debt consolidation         CA 13.25           0
## 535                        Debt consolidation         MI 17.99           0
## 536                                 Debt Loan         WI 18.03           0
## 537                                Dental 101         WY  4.33           0
## 538                               Consolidate         PA  8.74           0
## 539                                      home         CT 16.17           0
## 540                        Debt consolidation         MI 17.14           2
## 541                        Debt Consolidation         CA 18.57           3
## 542                        Debt consolidation         IN  9.33           0
## 543                   Credit card refinancing         OK 29.57           1
## 544                               Debt Relief         MA 24.17           0
## 545                        Debt Consolidation         TX 19.31           1
## 546                                 CC Payoff         CA  9.81           0
## 547                               consolidate         CA 19.76           0
## 548                              Consolidator         CA 10.53           0
## 549                                      Help         CA 13.66           3
## 550                 Credit Card Consolidation         AR  9.56           0
## 551                             pay off bills         MO 16.98           0
## 552                            Major purchase         CA 21.20           0
## 553       no more car payments and other bits         NJ 13.72           4
## 554                          consolidation #1         IN 11.90           0
## 555                        Debt consolidation         CO 22.31           0
## 556                        Debt consolidation         AZ  8.64           1
## 557                       Major Purchase Loan         WA 15.36           0
## 558                 Credit Card Consolidation         KY 18.12           0
## 559                               Consolidate         NC 19.98           0
## 560                                     Truck         TX  8.46           0
## 561                        Credit Card Payoff         TX 25.93           0
## 562                        Debt Consolidation         FL 26.00           0
## 563                         Financial Freedom         CA 21.56           0
## 564                                   helpful         GA 23.49           3
## 565                    Lower Monthly Payments         LA 26.64           1
## 566                        Credit Card Payoff         TN 22.36           0
## 567                             consolidation         FL 15.91           0
## 568                            consolidate cc         CA 12.96           0
## 569                             personal loan         KY 33.57           1
## 570                        Debt consolidation         VA 21.41           0
## 571                                    Re pay         CA 25.26           0
## 572                   Debt consolidation loan         TX 25.91           1
## 573                              Credit Cards         AL 16.54           0
## 574                          Progression Plan         MT 27.31           0
## 575                               Credit Card         CA 13.15           0
## 576                        Debt Consolidation         PA  7.09           0
## 577                        Debt Consolidation         VA 26.79           0
## 578                                     Bless         FL 12.67           0
## 579                             Personal loan         WA 17.02           8
## 580                  Simplify and Consolidate         TX 30.11           0
## 581                             medical bills         GA 23.03           0
## 582                                  Personal         WA  7.07           0
## 583                 Credit Card Consolidation         WA 29.30           0
## 584                             Consolidation         DE 27.40           0
## 585                         Home Improvement          MD  6.76           0
## 586                        Debt consolidation         WA 22.62           0
## 587                             Helping Hands         NY 26.42           0
## 588                        Credit Card Payoff         FL 18.11           0
## 589                                   Freedom         MA 20.13           2
## 590                        Debt consolidation         WA 16.73           1
## 591                                   c-notes         TX 19.49           0
## 592                               Consolidate         CA 11.55           1
## 593                        Debt Consolidation         TX 13.81           0
## 594                         Lending Club Loan         WA  6.48           0
## 595        Lending Club Loan for CC refinance         CO 24.94           2
## 596                        Debt consolidation         PA 12.82           0
## 597                        Debt Consolidation         NJ 11.74           0
## 598                                  CardRefi         MN 14.82           0
## 599                        Credit Card Payoff         OH 27.07           1
## 600                                      Help         NY 20.38           0
## 601                   Credit card refinancing         CA 23.74           0
## 602                                    Payoff         OR 28.97           0
## 603                   Debt Consolidation Loan         NC 20.56           1
## 604                        Credit Card Payoff         TN  9.61           0
## 605                        Debt consolidation         FL  7.07           0
## 606                   debt consolidation loan         NJ 23.92           1
## 607                        Debt consolidation         NY 20.74           0
## 608                        Debt consolidation         MD 15.43           0
## 609               Multiple credit card payoff         WI 24.74           1
## 610                             Consolidation         VA 22.78           1
## 611                               Consolidate         WV 16.61           0
## 612                              pay off debt         VA 15.77           0
## 613                            Major purchase         FL 31.97           0
## 614                                      Debt         TX 23.85           1
## 615                          Home improvement         VA 15.27           2
## 616                                    payoff         NV  8.85           0
## 617                  Go Away Credit Card Debt         CA  4.58           5
## 618                                  CC-Loan1         MA  9.58           0
## 619                        Debt Consolidation         VA 20.14           0
## 620                   Credit card refinancing         NC  7.13           0
## 621                   Credit card refinancing         MI 17.13           0
## 622                              Debt/medical         IL 21.29           3
## 623                        Debt consolidation         HI 26.38           0
## 624                   Credit card refinancing         NY 10.68           0
## 625                                    Loan 1         MA  2.35           0
## 626                   Credit card refinancing         MD 19.43           0
## 627                        Debt Consolidation         CA 28.99           0
## 628                        Debt consolidation         IL 14.94           1
## 629                            Wipe Away Debt         TX 12.83           0
## 630                        Debt consolidation         FL 11.46           0
## 631                                    payoff         TX 29.08           0
## 632                              Lending club         CA  8.20           0
## 633                        Debt Consolidation         AZ 21.27           0
## 634                        Debt consolidation         WI  9.35           1
## 635                     Credit card refinance         NY 10.62           0
## 636                        Debt consolidation         NJ 10.37           0
## 637                        Debt consolidation         NC 22.40           0
## 638                   Credit card refinancing         IL 15.04           0
## 639                                  Combined         FL 19.96           0
## 640                   Get rid of credit cards         WV 11.75           0
## 641                                    moving         HI 27.66           0
## 642                               Consolidate         PA 11.90           0
## 643                                RELAXATION         SC 20.08           1
## 644                          xmas loan consol         AL 20.72           0
## 645                                   Cc loan         TX 22.48           0
## 646                       CC payoff loan Bill         FL 14.12           0
## 647                        Debt consolidation         FL  7.77           2
## 648                             Car financing         WI  4.34           0
## 649                             Credit Payoff         NC 17.68           2
## 650                         Lending Club Loan         RI  5.03           0
## 651                        Debt Consolidation         MO  4.97           0
## 652                                    Loan 1         MA 12.30           0
## 653                        Debt consolidation         MA 20.18           2
## 654                               consolidate         AZ 26.58           0
## 655                         Debt consolidate          IL 23.78           0
## 656                        Debt consolidation         GA 16.36           0
## 657                             Myloanfrom LC         FL 25.84           1
## 658                   Credit card refinancing         MA  3.20           0
## 659                   Credit card refinancing         TX 29.94           0
## 660              CAR/CREDITCARDS/STUDENTLOANS         TX 17.97           0
## 661                            Christmas fund         WA 10.64           0
## 662                                     Loan2         IL 27.44           0
## 663                                  New Loan         CT 11.33           0
## 664                        Credit Card Savior         NJ 23.06           0
## 665                             Consolidation         PA 14.22           2
## 666                       Getting out of debt         CA 20.64           0
## 667                        debt consolidation         PA 22.33           1
## 668                        Debt consolidation         NC 16.05           0
## 669                        Debt consolidation         PA 13.84           0
## 670                               Personally          TX 18.25           0
## 671                                 3 Yr Plan         MA  6.81           1
## 672                    Better home for family         NV 16.32           1
## 673                               Simplifying         TN 18.38           0
## 674                        Debt Consolidation         NV 15.09           0
## 675                        debt consolidation         NC 30.76           0
## 676                     credit card refinance         GA 14.61           0
## 677                            Debt Reduction         MI  6.54           0
## 678                               one payment         MT 20.38           0
## 679                        Debt consolidation         IL  7.65           1
## 680                                     Other         CO 18.67           0
## 681                                  Business         CA  6.45           0
## 682                     CreditCardElimination         CT 16.88           0
## 683                        Debt Consolidation         TX 31.59           0
## 684                               workinghard         NJ 19.29           0
## 685                      Daughter's Christmas         CA 11.14           0
## 686                                     Other         IN 29.43           0
## 687                       Secondary home loan         CA 15.78           0
## 688                  Medical business startup         NJ 12.13           0
## 689                        LOAN CONSOLIDATION         CA 17.64           0
## 690                               HOME REPAIR         LA 22.73           0
## 691                     Credit Card Refinance         OH 16.52           1
## 692                 Credit Card Consolidation         FL 13.71           0
## 693                        Debt consolidation         MO 12.56           0
## 694                        Bill Consolidation         VA  9.90           0
## 695                                 Debt free         MA 21.34           0
## 696                        Debt Consolidation         CA 23.60           0
## 697                   Credit card refinancing         AR 28.55           1
## 698                                 Debt free         NC 20.72           0
## 699                              lending club         AL 27.18           0
## 700                       Lower Interest Loan         VA 12.09           0
## 701                              Credit Cards         OH 11.59           1
## 702                                  Loan # 2         FL 32.72           0
## 703                        Debt Consolodation         NY 15.21           0
## 704                        Debt Consolidation         SC 22.91           0
## 705                 credit card consolidation         IL 21.32           0
## 706                                     Other         CA 19.46           0
## 707                               Consolidate         GA 19.62           2
## 708                             Personal Loan         FL  6.28           0
## 709                Getting on the right track         VA 21.29           0
## 710                 Credit Card Consolidation         FL 10.38           0
## 711                             Consolidation         KY 17.00           0
## 712                     Let's Get It Started!         CA 27.33           1
## 713                medical debt consolidation         MO 26.62           0
## 714                        Debt Consolidation         CO 31.07           0
## 715                             Consolidation         NY 13.24           0
## 716                                   Medical         NC 15.89           0
## 717                                  DEBT PAY         AL 26.01           0
## 718                        Debt Consolidation         CA 17.36           0
## 719                        Loan consolidation         MO 32.44           0
## 720                                     loan1         MN 17.20           0
## 721                          Debt Consolidate         RI 11.91           0
## 722                        Debt Consolidation         GA 14.28           0
## 723                                      Loan         IL 18.27           1
## 724                 Credit Card Consolidation         CO 26.39           0
## 725                              Lending Club         NC 23.15           0
## 726                                      debt         TX 16.70           0
## 727  Taxes and Credit Card Consolidation Loan         IL 24.42           0
## 728                        Credit Card payoff         IN 27.42           0
## 729                        Debt consolidation         CA 25.87           0
## 730                          Mountain Retreat         NC 13.96           0
## 731                 Credit Card Consolidation         KS  9.33           0
## 732                                      Loan         WI 22.55           0
## 733                        Debt consolidation         NY 19.49           0
## 734                          CC consolidation         CO 12.71           0
## 735                          Home Improvement         FL  7.20           0
## 736                   Debt Consolidation Loan         TX 28.73           0
## 737                             personal dept         NY 10.49           0
## 738                        Debt consolidation         CA 31.06           0
## 739                               consolidate         MD 18.23           1
## 740                     Credit card refinance         CA 20.00           0
## 741                             Debt consolid         NY 10.17           0
## 742                        Debt consolidation         CA 26.04           1
## 743                   Credit card refinancing         MI 13.30           0
## 744                       Major Purchase Loan         NY 10.51           0
## 745                             Consolidation         MO 24.40           0
## 746                      PAY CREDIT CARD DEBT         CA  4.26           0
## 747                        Debt consolidation         CO  6.14           0
## 748                        credit card payoff         GA 22.88           0
## 749                      Debt Consolidation 2         CA  8.70           0
## 750                                 Home loan         CA 20.49           1
## 751                             Best Decision         CA 20.46           1
## 752                        Debt Consolidation         OK 16.80           3
## 753                        Debt consolidation         PA 17.37           0
## 754                             Annuity Repay         NJ 10.60           1
## 755                        Debt consolidation         CA 21.32           0
## 756                        debt consolidation         AR 27.27           0
## 757                        DEBT CONSOLIDATION         NJ 25.17           0
## 758                Hopeful Debt Conciliation          MN 21.46           0
## 759   Working on lowering my monthly payments         MA 17.50           0
## 760            Home Improvement Personal Loan         TX 21.21           1
## 761                                    Floors         OH 20.43           0
## 762                        Business Equipment         OH  7.50           0
## 763                                      HSBC         MO 16.04           0
## 764                 Credit Card Consolidation         GA 31.01           0
## 765                   Credit card refinancing         NC 11.36           0
## 766                        debt consolidation         WA 11.86           1
## 767                        Debt Consolidation         WA 28.86           0
## 768                     Credit Card Refinance         AZ 18.71           0
## 769                                    Myloan         CA 31.54           0
## 770               high interest credit  cards         TX 33.00           0
## 771                    Getting Out of Debt!!!         MN 14.79           0
## 772                       Debt Consolidation!         CA 22.37           0
## 773                               Debt Consol         GA  3.46           0
## 774          home improvements/ pay off bills         CA  9.52           0
## 775                        Debt Consolidation         MI 25.48           1
## 776                             consolidation         PA 10.83           0
## 777               Cleaning up my credit cards         MN 28.24           0
## 778                        Debt Consolidation         NJ 20.57           0
## 779                        Debt Consolidation         CA 19.89           0
## 780                   Credit card refinancing         MA 19.72           0
## 781                                      tree         CA 16.03           0
## 782                             consolidation         IL 23.43           0
## 783                         deb consolidating         MI 13.57           1
## 784                        Debt Consolidation         NY 31.38           0
## 785                   Credit card refinancing         MN 20.29           0
## 786                             credit cards          GA 25.70           0
## 787                        pay off other debt         VA 12.51           1
## 788                 credit consolidation loan         WA 17.76           0
## 789                       Consoldation Please         KY 21.42           0
## 790             Debt Consolidation to Freedom         CA 23.35           0
## 791                                    payoff         CA 12.13           1
## 792                      The Last Credit Card         VA 23.83           0
## 793                             Consolidation         TX 20.32           0
## 794                                   Pay Off         OK 32.89           0
## 795         New vehicle for reliable borrower         AZ  1.52           0
## 796       New Job - Credit Card Consolidation         DC  7.79           0
## 797                                    payoff         CA  8.95           1
## 798                          Credit Card Refi         MD  6.71           0
## 799              Consolidate Credit Card Debt         OH 27.99           0
## 800                        Debt consolidation         GA 31.63           1
## 801                                 Debt PAID         AL 23.77           0
## 802                        Debt consolidation         NY 25.23           0
## 803                        Loan consolidation         NY 14.60           1
## 804                        debt consolidation         VA 17.33           0
## 805                             consolidation         TX 24.60           0
## 806                                 Knock Out         AL 23.61           0
## 807                        Debt consolidation         TX 15.67           0
## 808                             Consolidation         HI 11.30           0
## 809                        Debt consolidation         CA  8.24           0
## 810                             Consolidation         OH 15.82           0
## 811                             Child Medical         PA 15.41           0
## 812                                 Refinance         CA 12.70           0
## 813                             Consolidation         CA  2.78           0
## 814                        Consolidation Loan         FL  4.72           0
## 815                             cashflow loan         FL 24.72           0
## 816                            credit pay off         GA 25.42           0
## 817                        Debt Consolidation         NC 19.19           0
## 818                                Debt Repay         CO 14.62           0
## 819                          Kitchen Remodel          CA  2.97           1
## 820                                   towboat         IL 25.15           0
## 821                          Medical expenses         NH 28.50           0
## 822                  Consolidate Credit Cards         CA 22.14           0
## 823                        Debt consolidation         MN 13.20           1
## 824                                   No Debt         VA 18.37           2
## 825                 Credit Card Debt Payments         CA 23.82           1
## 826                                   Loan #2         TX 21.82           0
## 827                             Consolidation         LA 19.73           1
## 828                 credit card consolidation         NJ  4.27           1
## 829                   Credit card refinancing         GA 18.53           0
## 830                                 freedome          MN 31.63           0
## 831                        Debt consolidation         CA  5.54           0
## 832                        Debt consolidation         GA 15.58           0
## 833                          Home improvement         FL 16.00           0
## 834                        Debt Consolidation         MN 29.56           0
## 835                              bills payoff         AZ 16.29           0
## 836                              debthelploan         CA 18.39           1
## 837        debt consolidation/home renovation         MD 10.92           0
## 838                           payoff TJX card         WA 11.28           0
## 839                             Consolidation         MI  8.83           0
## 840                                       car         OH  8.47           0
## 841                  payoff for credit cards          TX 17.40           0
## 842            Credit Card Debt Consolidation         TX 21.38           0
## 843                        Debt Consolidation         GA 13.44           0
## 844                   Credit card refinancing         OH 13.26           2
## 845                   Credit card refinancing         GA 17.33           0
## 846                        Debt consolidation         MI 15.39           0
## 847             Medical expense consolidation         OR 12.86           1
## 848                        Debt consolidation         PA 20.99           0
## 849                   Credit card refinancing         TX 17.49           0
## 850            Credit Card Debt Consolidation         CA 10.89           0
## 851                        Debt consolidation         FL 14.37           0
## 852                                      cond         TX 26.40           0
## 853                        Debt consolidation         OH 31.07           0
## 854                   Credit card refinancing         GA  3.72           0
## 855                        Debt consolidation         TX  6.21           0
## 856                        Debt consolidation         NY 13.82           0
## 857                        Debt consolidation         CT 15.45           0
## 858                        Debt consolidation         FL 15.70           0
## 859                              Credit bills         NY  7.78           0
## 860                   Credit card refinancing         NJ 22.04           0
## 861                                     Other         OH  9.47           0
## 862                   Credit card refinancing         LA 23.98           0
## 863                        Debt consolidation         MT 23.78           0
## 864                        Debt consolidation         FL 20.68           0
## 865                        Debt consolidation         MD  6.85           0
## 866                        Debt consolidation         NJ 14.95           0
## 867                          Home improvement         IN 25.33           0
## 868                        Debt consolidation         NY  7.11           0
## 869                        Debt consolidation         NY 20.57           1
## 870                        Debt consolidation         CA  9.41           1
## 871                          Home improvement         GA 31.61           0
## 872                          Home improvement         WI 26.38           3
## 873                        Debt consolidation         TX 15.06           0
## 874                        Debt consolidation         TX 29.80           0
## 875                        Debt consolidation         MO 34.63           0
## 876                        Debt consolidation         CO 19.04           1
## 877                        Debt consolidation         TX 23.36           0
## 878                   Credit card refinancing         TX 24.92           2
## 879                   Credit card refinancing         MI  9.59           0
## 880                   Credit card refinancing         NY  1.13           0
## 881                        Debt consolidation         KY 16.29           0
## 882                        Debt consolidation         NJ 13.42           0
## 883                   Credit card refinancing         WA 18.08           0
## 884                        Debt consolidation         AL 16.53           0
## 885                          Home improvement         CA  8.38           1
## 886                        Debt consolidation         PA 24.26           0
## 887                   Credit card refinancing         MA 20.56           2
## 888                   Credit card refinancing         CA 12.60           0
## 889                        Debt consolidation         CA  4.54           0
## 890                        Debt consolidation         NJ 26.26           0
## 891                        Debt consolidation         FL 13.41           0
## 892                        Debt consolidation         TN 22.44           0
## 893                        Debt consolidation         MI 11.86           1
## 894                        Debt consolidation         IL  8.46           2
## 895                        Debt consolidation         AZ 26.10           0
## 896                        Debt consolidation         VA  3.71           0
## 897                          Home improvement         FL 16.65           1
## 898                        Debt consolidation         MI 18.60           0
## 899                                 repayment         WI 12.30           0
## 900                          Home improvement         OR 15.60           0
## 901                        Debt consolidation         OK 25.27           0
## 902                        Debt consolidation         MO 25.84           0
## 903                        Debt consolidation         CA 11.30           0
## 904                   Credit card refinancing         OK 20.35           0
## 905                        Debt consolidation         MN 20.34           0
## 906                                     Other         CA  5.03           0
## 907                        Debt consolidation         CA 17.49           0
## 908                        Debt consolidation         VA 29.79           1
## 909                   Credit card refinancing         CA 14.23           0
## 910                   Credit card refinancing         WA 12.63           0
## 911                               Debt Payoff         IN 20.98           1
## 912                          Home improvement         VA 14.40           0
## 913                        Debt consolidation         CA 21.40           0
## 914                        Debt consolidation         WA  1.76           0
## 915                        Debt consolidation         CA  5.18           1
## 916                             personal loan         OR 14.26           0
## 917                        Debt consolidation         IL  7.94           0
## 918                   Credit card refinancing         CA 16.18           0
## 919                        Debt consolidation         IL 14.19           0
## 920                        Debt consolidation         CA 19.85           1
## 921                                     Other         MN 22.02           0
## 922                                     Other         NY 13.46           0
## 923                          Home improvement         IL  6.23           3
## 924                        Debt consolidation         WA 32.47           0
## 925                   Credit card refinancing         GA 29.97           0
## 926                               Home buying         UT 11.80           0
## 927                   Credit card refinancing         KS 30.79           0
## 928                        Debt consolidation         NJ 11.90           0
## 929                        Debt consolidation         TX 12.38           1
## 930                   Credit card refinancing         CO  7.89           0
## 931                   Credit card refinancing         CA 11.88           0
## 932                               Home buying         NJ  3.82           0
## 933                          Home improvement         CA  6.80           0
## 934                   Credit card refinancing         TX 20.47           0
## 935                   Credit card refinancing         TN 26.34           0
## 936                                     Other         CA 24.57           0
## 937                        Debt consolidation         MA 18.00           0
## 938                        Debt consolidation         CO 16.64           0
## 939                        Debt consolidation         OK  8.31           0
## 940                                     Other         IL  3.93           0
## 941                        Debt consolidation         CA 10.20           0
## 942                                     Other         NH 14.34           0
## 943                                     Other         NM 28.96           0
## 944                   Credit card refinancing         CA 11.75           0
## 945                        Debt consolidation         GA 19.65           0
## 946                        Debt consolidation         FL 18.60           0
## 947                   Credit card refinancing         TN  7.67           0
## 948                        Debt consolidation         MI 19.71           6
## 949                        Debt Consolidation         NJ 15.81           0
## 950                   Credit card refinancing         TN 32.25           0
## 951                        Debt consolidation         WA  8.78           1
## 952                        Debt consolidation         CA 10.42           0
## 953                          Home improvement         NJ 19.15           0
## 954                        Debt consolidation         NY 28.55           0
## 955                          Home improvement         CA 16.08           0
## 956                        Debt consolidation         CA  6.74           1
## 957                        Debt consolidation         CA 21.13           0
## 958                               Fresh Start         IN 27.29           0
## 959                   Credit card refinancing         PA 30.04           0
## 960                        Debt consolidation         GA 23.02           2
## 961                        Debt consolidation         MI 15.75           0
## 962                   Credit card refinancing         KY 24.24           0
## 963                            Consolidation          TX  5.75           0
## 964                        Debt consolidation         NY 17.35           1
## 965            CC Refinance/Re-Structure Loan         FL 22.81           1
## 966                        Debt consolidation         NJ 15.94           0
## 967                         Consolidate debt          OK 11.03           0
## 968                   Credit card refinancing         AZ 29.33           0
## 969                        Debt consolidation         CO 17.52           0
## 970                            Major purchase         AZ  0.69           0
## 971                        Debt consolidation         WA 23.31           0
## 972                        Consolidate loans          NY 24.60           0
## 973                   Credit card refinancing         MA  5.99           0
## 974                        Debt consolidation         WA 21.36           0
## 975                   Credit card refinancing         FL  6.22           0
## 976                   Credit card refinancing         VA  9.00           0
## 977                                  bail out         MI 21.89           0
## 978               Cut Up My Credit Cards Loan         CA 15.10           0
## 979                   Credit card refinancing         CA 18.76           0
## 980                        Debt consolidation         IL 11.13           0
## 981                        Debt consolidation         WI 24.56           0
## 982                        Debt consolidation         NY 24.24           1
## 983         Credit Consolidation Freedom Loan         PA  9.33           0
## 984                        Debt consolidation         FL 20.33           0
## 985                              PLEASEHELPME         AL 21.64           0
## 986                                 auto loan         NC 10.80           0
## 987                                     Other         VA 28.62           0
## 988                        Debt consolidation         NY 15.31           0
## 989                             Car financing         OH  5.65           0
## 990                                  upgrade          CA 10.03           1
## 991                                 Debt free         NY  6.60           2
## 992                          Home improvement         MI 23.38           0
## 993                   Credit card refinancing         PA  6.79           0
## 994                        Debt consolidation         CA 15.86           2
## 995                        Consolidation Loan         KS  9.47           0
## 996                        Debt consolidation         FL 18.77           0
## 997                        Debt consolidation         CA  6.23           0
## 998                        Debt consolidation         CA 16.36           0
## 999                        Debt consolidation         KY 14.88           0
## 1000                       Debt consolidation         KY 33.29           0
## 1001                       Debt consolidation         NC 28.97           0
## 1002                  Credit card refinancing         AZ 17.32           1
## 1003                  Credit card refinancing         FL 28.50           0
## 1004                       debt consolidation         CO 26.21           0
## 1005                                Refinance         TX 24.05           1
## 1006                       Debt consolidation         CA 13.64           0
## 1007                  Credit card refinancing         CA  4.14           0
## 1008                                 Personal         FL 13.20           0
## 1009                            personal loan         NJ 31.70           0
## 1010                    Loan to pay off debts         CA  7.40           3
## 1011                       Debt consolidation         OR 18.93           1
## 1012                            Car financing         TX 13.55           2
## 1013                       Debt consolidation         RI 19.55           2
## 1014                             Lending Club         AZ 17.38           0
## 1015                  Credit card refinancing         VA 21.13           0
## 1016                       Debt consolidation         FL 32.00           4
## 1017                           Major purchase         CO 15.53           0
## 1018                       Debt consolidation         CA 25.71           9
## 1019                                    Other         KS 23.23           0
## 1020                                 Payitoff         NJ 12.68           0
## 1021                  Credit card refinancing         CA 11.41           0
## 1022                            consolidation         TX 17.53           0
## 1023                       Debt consolidation         MD 11.40           1
## 1024                            Home Makeover         NM 32.12           0
## 1025                     debt free is my goal         AZ 34.62           1
## 1026                       Debt consolidation         CA 21.58           0
## 1027                        Debt Consoldation         CO 13.13           0
## 1028                         Credit Card Debt         UT 16.09           1
## 1029                       Bill consolidation         IN 18.21           0
## 1030                    Pay off credit cards          CA 21.16           0
## 1031                  Credit card refinancing         CA 14.63           0
## 1032                    Credit Card Refinance         MI 22.98           0
## 1033                       Debt consolidation         NY  3.99           0
## 1034                       Debt consolidation         CA 10.84           0
## 1035                                    Other         CA 13.88           0
## 1036                       Debt consolidation         TX  9.78           2
## 1037               Consol & Home Imprvmt Loan         WI 11.92           0
## 1038                       Debt consolidation         MI 15.34           1
## 1039                       Debt consolidation         MO 28.76           0
## 1040                  Credit card refinancing         CA 13.91           0
## 1041                                 personal         TX 24.25           0
## 1042                           consolidation1         FL 29.61           0
## 1043                  Credit card refinancing         CA 10.77           0
## 1044                                  Pay off         TX 14.18           0
## 1045                       Debt consolidation         CA 15.92           0
## 1046                credit card consolidation         CA  7.38           0
## 1047                       Debt consolidation         IL 21.56           0
## 1048                                luckyloan         MA  7.78           0
## 1049                       Debt consolidation         TN 25.93           0
## 1050                       Debt consolidation         VA 18.82           0
## 1051                  Credit card refinancing         NY 24.94           3
## 1052                                    Other         CA 16.24           0
## 1053                       Debt consolidation         TX 13.54           0
## 1054                                 One bill         TX 14.71           1
## 1055                         Home improvement         TX  4.47           0
## 1056                      Consolidating Loan          IL  9.38           0
## 1057           Credit Card Consolidation Loan         MO 25.78           0
## 1058                                  DC Debt         FL 13.98           0
## 1059                       Debt consolidation         MI 27.06           0
## 1060                  Credit card refinancing         MI  5.31           0
## 1061                  Credit card refinancing         CA 13.68           0
## 1062                          CCConsolidation         TX  3.26           0
## 1063                         HOME IMPROVEMENT         TN  9.35           0
## 1064                  Credit card refinancing         IN 23.46           0
## 1065                      debt reduction loan         GA 15.37           0
## 1066                         payoff all loans         CA 10.35           0
## 1067                       Debt consolidation         FL  7.69           0
## 1068                       Debt consolidation         WA 12.76           0
## 1069                       Consolidation Loan         NJ 18.89           0
## 1070                           Major purchase         MN 17.73           0
## 1071                  Credit card refinancing         VT 27.31           0
## 1072                       Debt Consolidation         MA 23.51           0
## 1073                                GOD BLESS         NY 24.99           0
## 1074                              Debt consol         NJ 22.75           0
## 1075                             house repair         OK 24.57           0
## 1076                       Debt consolidation         AR  4.99           0
## 1077                       Debt consolidation         CA 29.48           0
## 1078                  Credit card refinancing         CA 15.35           0
## 1079                       Debt consolidation         IL  8.64           0
## 1080                  CREDIT CARD ELIMINATION         MO  8.93           0
## 1081                       Debt Consolidation         UT  9.60           0
## 1082                    credit card refinance         CO 20.33           1
## 1083                       Debt consolidation         CA  5.82           0
## 1084                       Debt consolidation         FL 13.56           0
## 1085                  Credit card refinancing         AR 29.07           0
## 1086                       Debt consolidation         PA  6.66           2
## 1087                              consol Loan         CA 13.49           0
## 1088                  Credit card refinancing         LA 17.09           2
## 1089                              debt consol         WA 19.38           0
## 1090                Credit Card Consolidation         MN 10.74           0
## 1091                    Credit card refinance         WI 13.45           0
## 1092                  Credit card refinancing         CO 28.60           0
## 1093                       Debt consolidation         OR 28.53           1
## 1094                 Investment Personal Loan         MI 12.16           0
## 1095                       Debt Consolidation         OH  6.29           0
## 1096                       Debt consolidation         MA 16.26           1
## 1097                       Debt consolidation         WA  7.20           0
## 1098                       Debt consolidation         CA 19.66           1
## 1099                       Debt consolidation         IN 21.21           0
## 1100                     Getting Free of Debt         KS 13.25           0
## 1101                                   payoff         CA 13.00           0
## 1102                       Debt Consolidation         FL 18.62           0
## 1103                             MOVE ON LOAN         FL 20.78           0
## 1104                       Debt consolidation         CA  6.41           0
## 1105                  Debt Consolidation Loan         NY 18.48           0
## 1106                  Credit card refinancing         OR 15.92           0
## 1107                                Debt Free         CA 26.57           0
## 1108                       Debt consolidation         MN 30.88           0
## 1109                       Debt consolidation         CA 15.12           0
## 1110                       Debt consolidation         MD 12.04           0
## 1111                       Dept Consolidation         VA 10.33           0
## 1112                       Debt consolidation         CA 11.84           0
## 1113                       Debt consolidation         NY 24.12           0
## 1114                  Credit card refinancing         FL 19.01           1
## 1115                       Debt consolidation         FL  4.28           0
## 1116                               investment         FL 22.56           0
## 1117                  debt consolidation loan         NY 22.15           0
## 1118                       Debt consolidation         SC 18.17           3
## 1119                       debt consolidation         CA 17.80           0
## 1120              Anchor with Credit Cards...         NV 23.66           0
## 1121                  Credit card refinancing         CA 23.37           0
## 1122                       Debt consolidation         NC  9.65           0
## 1123                       Credit Card Payoff         OK 21.08           1
## 1124                         Ready to be Free         TX 18.43           2
## 1125                                 Business         TX 18.51           4
## 1126                                     work         IL  9.60           0
## 1127                       Debt consolidation         CA 13.67           0
## 1128                                 DebtLoan         MD 12.54           0
## 1129                                    Other         LA 13.67           0
## 1130                                     Loan         TX 10.18           0
## 1131                       Debt consolidation         PA 18.19           0
## 1132         Consolodate Home Remodeling debt         MI 11.30           3
## 1133                      Debt Consolidation          TX 18.77           0
## 1134                   Repay old Lending tree         NM 28.06           5
## 1135                       Debt consolidation         KY 25.59           0
## 1136                            Pay off bills         MD 14.29           1
## 1137                       Debt consolidation         TX 20.24           0
## 1138                                  CC Refi         TX 19.08           0
## 1139                  Credit card refinancing         NC 25.34           0
## 1140                credit card consolidation         CA 18.03           0
## 1141                            Consolidation         CA 26.60           0
## 1142                       Debt consolidation         MD 22.78           3
## 1143                   Payment Simplification         CO 18.55           0
## 1144                  Credit card refinancing         TX 22.91           0
## 1145     Debt consolidation from home remodel         WA 10.92           0
## 1146                       Debt consolidation         MD 22.20           0
## 1147                                  pay off         NY 10.62           0
## 1148                                   Payoff         SC 14.37           0
## 1149                            Pay off debts         RI 14.76           0
## 1150               Credit Card Refinance Loan         TN  7.67           0
## 1151                 College Credit for Girls         GA 34.95           0
## 1152                             Consolidated         MD  8.38           0
## 1153                                Club Loan         PA 16.13           0
## 1154                      Consolidate My Debt         UT 24.64           0
## 1155                       Debt consolidation         CA 11.33           0
## 1156                       Debt consolidation         CA  2.73           1
## 1157                             FREE AT LAST         OR 14.41           0
## 1158                           Debt free soon         FL  8.26           0
## 1159                    Credit Card Repayment         TX 28.94           0
## 1160                  Credit card refinancing         CA 20.29           0
## 1161                       Dept Consolidation         NV  9.06           0
## 1162                        Daughters College         NY 22.02           2
## 1163                                New Start         VA 28.17           0
## 1164                  Credit card refinancing         CA 13.59           0
## 1165               Long time credit card debt         CA 15.74           1
## 1166                             debt freedom         GA  9.10           0
## 1167                  debt consolidation loan         AR 17.39           0
## 1168                       Debt consolidation         CA  7.13           0
## 1169                  Credit card refinancing         TX 16.49           0
## 1170                      Pay Off Credit Card         CA 18.76           0
## 1171                            Mistake Fixer         IN 12.36           1
## 1172                  Credit card refinancing         FL  6.34           0
## 1173                       Debt consolidation         IL 17.49           0
## 1174                                 one loan         FL 17.56           1
## 1175              Quest for Financial Freedom         IN 10.53           0
## 1176                       DEBT Consolidation         CA 26.99           0
## 1177                           Visa refinance         TX 10.75           0
## 1178                                  Wedding         OH 21.96           0
## 1179                                     Boat         FL 13.82           1
## 1180 Credit Card Reduction Loan at lower rate         FL 19.20           0
## 1181                            Student Loan          VT 28.10           0
## 1182                                New Start         CA 23.25           1
## 1183                       Debt consolidation         NY  7.28           0
## 1184                       Debt Consolidation         CA 16.14           0
## 1185                          Longoverduevaca         NJ  5.43           0
## 1186                         Consolidate loan         FL 17.08           1
## 1187                              Debt payoff         NJ 22.24           0
## 1188                       Debt consolidation         NJ 21.32           0
## 1189                                Christmas         MI 11.92           0
## 1190                       Debt consolidation         VA  5.27           0
## 1191                       Debt consolidation         MA 15.27           0
## 1192                         Credit Card Deby         CA 19.52           0
## 1193                  Credit card refinancing         NJ 22.62           0
## 1194                  Payoff all credit cards         OH 18.27           0
## 1195                       Debt Consolidation         GA 25.75           0
## 1196                       Debt Consolidation         OH 30.68           2
## 1197                       Debt consolidation         CA 14.52           0
## 1198                  Credit card refinancing         GA 17.32           0
## 1199                              Fresh start         GA  9.43           0
## 1200                          credit catch up         IL 27.06           0
## 1201                                    Other         MN 12.16           1
## 1202                       Credit Card payoff         MI 22.99           0
## 1203                              Credit card         NY 13.33           0
## 1204                              CREDIT CARD         TN 16.93           0
## 1205                         Home improvement         WI  8.30           0
## 1206                             Loan Pay Off         MO 23.54           0
## 1207                           debt paid fast         TX 13.38           0
## 1208                    Credit Card Refinance         VT 14.22           1
## 1209                  Credit card refinancing         NV 13.14           0
## 1210                    Credit Card Refinance         CA 16.53           0
## 1211                  Credit card refinancing         CA 19.97           0
## 1212                               debt conso         CA 19.02           0
## 1213                                    Loany         CA  3.88           6
## 1214                          Debt Eliminator         IN 27.20           2
## 1215                       Debt consolidation         NY 15.36           0
## 1216                                  Freedom         RI 34.37           0
## 1217                       Debt consolidation         CA 14.52           0
## 1218                       Debt consolidation         CA 22.85           1
## 1219                       Credit Crad Relief         CA  9.47           0
## 1220                  Debt consolidation loan         WA  9.73           0
## 1221                              Debt Relief         NV 23.83           0
## 1222                       Debt consolidation         FL  3.39           1
## 1223                                Refi loan         CA 13.63           4
## 1224                      Debt consolidation          OK 14.07           1
## 1225                             DEBT PAY OFF         CA  3.69           1
## 1226                       debt consolidation         TX 14.86           1
## 1227                       Debt Consolidation         WA  3.54           1
## 1228                             Bill Pay Off         LA 29.56           0
## 1229 Pay Off ALL Credit Cards with this money         AZ  9.64           0
## 1230                       Debt consolidation         CT 26.96           0
## 1231                  Credit card refinancing         AZ 19.68           2
## 1232                          Get out of Debt         SC 13.00           2
## 1233                       Debt consolidation         TN 24.42           3
## 1234                            CONSOLIDATION         CA 11.90           0
## 1235                  debt consolidation loan         TX 23.21           0
## 1236                       debt consolidation         SC 15.25           0
## 1237                            Credit Crunch         CA 18.98           0
## 1238                       credit card payoff         MN 19.42           0
## 1239                             cridit cards         CA 13.69           0
## 1240                                   payoff         NJ  5.16           0
## 1241                         CC Consolidation         IN 16.25           0
## 1242                       Debt consolidation         CA  4.87           0
## 1243                              LendingClub         WA  7.63           0
## 1244                        debtconsolidation         NC 23.60           2
## 1245                         Home improvement         CA 28.13           3
## 1246                       Debt consolidation         OH 11.66           0
## 1247                           breathing room         TN 23.16           0
## 1248                             credit cards         FL  9.09           0
## 1249                                    cards         OK 30.37           0
## 1250                            consolidation         FL 17.94           1
## 1251           Credit Card Debt consolidation         CA 17.73           0
## 1252                          Get it together         WA 16.56           0
## 1253                                    Other         NC 25.06           1
## 1254                       Dept Consolidation         MT 28.26           0
## 1255                      CreditCardReduction         IL 13.57           0
## 1256                       Debt consolidation         CA 26.48           0
## 1257                              reduce debt         IL 11.54           0
## 1258                              Money Saver         NJ 24.12           6
## 1259                       credit card payoff         VA  6.76           3
## 1260                            Car financing         CA 27.51           0
## 1261                       debt consolidation         FL 29.36           0
## 1262                            Consolidation         FL 15.18           0
## 1263                                  College         TX 12.86           1
## 1264                                    Other         MA 10.04           1
## 1265                                  Pay Off         IL 16.04           0
## 1266                          Myfirstclublend         OR  8.71           4
## 1267                            consolidation         NV 20.73           0
## 1268                       Debt Free at Last!         NJ 29.73           0
## 1269                       Debt consolidation         TX 25.92           0
## 1270                        Redo Kitchen Loan         NY 10.63           0
## 1271                Freedom from credit cards         FL 23.01           0
## 1272                                Get ahead         KS 33.31           0
## 1273                         CC Consolidation         OR 24.76           0
## 1274                       Debt consolidation         NY 22.80           1
## 1275                                   payoff         CA 15.86           0
## 1276                       Debt consolidation         CA 28.03           1
## 1277                       debt consolidation         NY 25.37           0
## 1278                             Free of debt         NJ  9.29           0
## 1279                       Debt Consolidation         TX 15.71           0
## 1280                      debit consolidation         NY  7.05           1
## 1281                       Debt consolidation         CT 20.43           1
## 1282                       Debt consolidation         PA 13.92           0
## 1283                   Personal - Credit Card         NC 21.37           0
## 1284                                     Loan         CA 12.38           0
## 1285                      Debt consolidation          TX 19.48           1
## 1286                       Debt consolidation         OH 18.53           0
## 1287                       Debt consolidation         GA 25.76           1
## 1288             Good-bye High Interest Cards         CA 12.95           0
## 1289                                  Loan 1          FL 31.31           0
## 1290                                 DebtFree         CA 13.86           1
## 1291                       Kitchen appliances         PA 17.79           1
## 1292                   Christmas/Credit Cards         MT 25.77           0
## 1293                       Debt consolidation         TX  1.18           0
## 1294                              Consolidate         NY 14.53           0
## 1295                                   credit         IL 17.16           0
## 1296                         Home improvement         IL 13.82           2
## 1297                                Personal          CA 22.87           0
## 1298                                 Business         MI 20.99           0
## 1299                       Debt consolidation         AZ 15.80           0
## 1300              Stress Kills - Just Breathe         LA  7.84           1
## 1301                                  Loan #1         CO 19.95           0
## 1302                  Credit card refinancing         MI 24.77           0
## 1303                  Credit card refinancing         CA  7.31           1
## 1304                  Credit card refinancing         FL 14.24           0
## 1305                        Debt consolation          CA 28.72           0
## 1306                     pay off credit cards         VT 25.52           0
## 1307                           payoffccandcar         FL 16.06           0
## 1308                       Debt consolidation         GA  1.92           0
## 1309                       Debt consolidation         SC 22.19           0
## 1310                       Debt consolidation         CA  5.61           4
## 1311                       Debt consolidation         LA 10.06           0
## 1312                      Consolidation Funds         PA  9.93           0
## 1313                                 C/C Refi         CA 20.84           0
## 1314                          Get Out Of Debt         LA 21.91           0
## 1315                       Debt consolidation         MD 18.02           0
## 1316                         Pay Medical Bill         MI 15.02           2
## 1317                       Consolidation Loan         MI  8.02           0
## 1318                             Credit Cards         NY 30.51           0
## 1319                       Debt consolidation         CA 21.53           3
## 1320                  Credit card refinancing         CA 17.01           1
## 1321                       Debt consolidation         MA 26.31           1
## 1322                    Credit Card Clearance         NY 18.05           0
## 1323                             credit cards         NY 23.72           0
## 1324                        Home Improvements         FL 24.57           0
## 1325                          finish kitchen!         PA  6.74           0
## 1326                       Debt consolidation         CA 16.75           1
## 1327                       Debt consolidation         MI 18.17           0
## 1328                            Consolidation         OR  9.95           0
## 1329                       Debt Consolidation         LA 13.78           0
## 1330                       Consolidation Loan         NY 10.98           0
## 1331                    Moving and relocation         PA 13.88           1
## 1332                                   Payoff         NY 21.99           0
## 1333               Can't Wait to Consolidate!         NY 19.34           0
## 1334                Funds To Consolidate Debt         IN 17.39           0
## 1335                         Credit Card Refi         NH 10.54           0
## 1336                            Personal Loan         TX 29.53           0
## 1337                       Debt consolidation         NC 20.95           0
## 1338                       Debt consolidation         CA  5.50           0
## 1339                       Debt Consolidation         MN 27.65           0
## 1340                       Debt consolidation         TX 33.54           0
## 1341                              second loan         NH 13.46           0
## 1342                     pay off credit cards         CA  7.24           0
## 1343                       Debt consolidation         TX 20.74           0
## 1344                       Debt consolidation         CA 13.49           0
## 1345                                Debt loan         OH 25.76           0
## 1346                       Debt Consolidation         NY  6.62           0
## 1347                       Consolidation Loan         FL 24.32           0
## 1348                          staying healthy         CO 25.12           0
## 1349                       Credit Card Payoff         TN 26.37           1
## 1350                  debt consolidation loan         NY 21.00           0
## 1351                       Debt consolidation         NY 19.85           0
## 1352                       Debt Consolidation         GA 23.75           0
## 1353               CC REFI Debt Consolidation         GA  2.65           0
## 1354      Debt consolidation home improvement         OH 20.37           0
## 1355                       Debt Consolidation         MI 19.35           1
## 1356                                  CC Plan         CA 12.67           0
## 1357               Credit Card Refinance Loan         NJ  9.88           0
## 1358        Debt Consolidation at Lower Rate!         CA 17.55           0
## 1359                             Home Repairs         CA 18.69           1
## 1360               Car loan payoff and repair         MD 11.50           2
## 1361             Interest Rate Reduction Loan         MD  6.61           0
## 1362                       Debt consolidation         LA 17.14           0
## 1363                       Debt Consolidation         TX 25.92           0
## 1364                              car repairs         AZ 17.51           0
## 1365                       Debt consolidation         NY  9.58           0
## 1366                              Home repair         KY 26.06           0
## 1367                         Debt Refinancing         TX 26.93           0
## 1368                           Consolidation          IL 10.84           0
## 1369                              Turn Around         MD 20.22           0
## 1370                       Debt consolidation         PA 19.69           0
## 1371                       Debt consolidation         AZ 10.92           0
## 1372                               home taxes         OR  9.50           0
## 1373      Credit Card Refinancing/Payoff Plan         IL 20.96           0
## 1374                               Buying Car         CA 33.24           0
## 1375           CC Refi and debt consolidation         GA 19.43           0
## 1376                             Home CC Refi         CA 18.93           0
## 1377                            Getting Ahead         NC 25.88           0
## 1378                      Debt consolidation          FL 30.04           0
## 1379                 Lending club corporation         CA 18.97           1
## 1380                                   payoff         KS 23.61           0
## 1381                         bettering myself         FL 13.11           0
## 1382                       Debt Consolidation         TX 20.16           1
## 1383                                     loan         OH 13.71           0
## 1384                                 clean up         DE  8.30           1
## 1385                  Credit card refinancing         NY 18.66           0
## 1386                       Debt consolidation         MD 28.52           0
## 1387                Credit Card Consolidation         CA  9.06           0
## 1388                    credit card refinance         GA  4.82           0
## 1389                        Yellow Brick Road         OH 13.97           0
## 1390                                 vacation         CA  5.86           0
## 1391                       Debt consolidation         MD 22.06           0
## 1392                       Debt consolidation         NY 13.69           1
## 1393                     Personal Credit Loan         TX 28.03           1
## 1394                               All in One         CA 16.91           0
## 1395                  Debt Consol/Home Improv         MI 20.31           3
## 1396                          My credit cards         CA 12.99           0
## 1397                           debt repayment         OR 23.33           0
## 1398                       consolidation loan         FL  8.26           0
## 1399                                Debt Free         CA 10.95           0
## 1400                       Debt consolidation         UT  5.78           0
## 1401                       Debt consolidation         IL 23.53           0
## 1402                       Loan Consolidation         CA 18.17           0
## 1403                       Debt consolidation         TX  7.70           0
## 1404                payoffhighratecreditcards         WA 24.36           0
## 1405                                   Purple         IL 11.21           0
## 1406                                timesaver         OH 15.74           0
## 1407                       Debt Consolidation         GA 18.83           0
## 1408                                     Pool         NC 14.65           0
## 1409                      CREDIT CARD PAYMENT         NJ  3.76           1
## 1410                            Consolidation         OR 14.81           0
## 1411                            Consolidation         CA 16.96           1
## 1412                       Debt consolidation         MD 18.41           0
## 1413                              My bail out         UT 19.81           0
## 1414                              better life         IL 15.08           0
## 1415                       Debt consolidation         NY  8.28           2
## 1416                       Debt consolidation         CA  9.31           0
## 1417                               Second one         NH 17.73           0
## 1418                       Debt Consolidation         NJ 12.66           0
## 1419                                 New Loan         FL  5.83           0
## 1420                       Debt consolidation         PA 26.18           0
## 1421                       Debt consolidation         IL  6.41           0
## 1422                                  Medical         MD 25.04           0
## 1423                       Debt consolidation         NY 13.74           0
## 1424                                 back up          NY 18.52           1
## 1425                                    Other         CA 33.11           0
## 1426                      credit card pay off         CA 18.18           0
## 1427           Consolidation/home improvement         NY 23.18           0
## 1428                                     Debt         NY 27.46           0
## 1429                       Debt consolidation         CA 26.20           0
## 1430                  dedt consolidation loan         NY 15.63           0
## 1431                           major purchase         MO 17.39           0
## 1432                             CC refinance         CO 11.48           0
## 1433                             Home Improve         IL 19.20           0
## 1434                                    Other         CA  8.67           0
## 1435                           Major purchase         CA  3.05           0
## 1436                  Credit card refinancing         GA  9.38           0
## 1437                       Debt consolidation         NY 14.79           0
## 1438                              Loan Payoff         TX 16.62           0
## 1439                    DebtConsolidationLoan         VT 17.13           2
## 1440                           Major purchase         CT  8.86           0
## 1441                                 help out         MD 16.24           0
## 1442                  Truck, Car, Debt Payoff         IL 17.15           0
## 1443                       Debt consolidation         CO 17.81           0
## 1444                         Consolidate debt         MN 20.45           0
## 1445                                  my help         NY 19.35           1
## 1446                       Consolidate Credit         WA 11.88           0
## 1447                       Debt consolidation         CA 19.16           0
## 1448                       Debt consolidation         NC 24.00           0
## 1449                            Consolidation         NH 21.77           0
## 1450                      debt consolidation          CA 13.56           0
## 1451                                  Chopper         MI 30.26           0
## 1452                       debt consolidation         CA 15.74           0
## 1453                       Debt consolidation         MI 11.19           0
## 1454                            Consolidation         AZ 28.82           0
## 1455                Credit Card Consolidation         CA  3.55           0
## 1456                            CONSOLIDATION         CA 16.29           0
## 1457                             Cc refinance         WA 22.44           0
## 1458                       Credit Card relief         CA 11.82           1
## 1459                             Pay Debt Off         MI  9.69           0
## 1460                    credit card refinance         CA 28.74           0
## 1461                               short loan         TX 16.94           1
## 1462               consolidation and purchase         CA  2.68           1
## 1463                            Business Loan         GA 12.25           0
## 1464                                  My Loan         PA  7.34           1
## 1465                    credit card refinance         NJ  3.23           1
## 1466                                    Other         PA 14.30           3
## 1467                                   dental         IL 17.68           0
## 1468                    Credit Card Refinance         MO 11.28           0
## 1469                  Credit card refinancing         TX 18.00           2
## 1470                          Payoff TSP Loan         GA 24.09           2
## 1471                       Debt consolidation         CA  6.84           0
## 1472                       Debt consolidation         CA 10.30           0
## 1473                                 Vacation         NY  7.83           0
## 1474    Getting the finances before the house         NJ 16.39           0
## 1475                                     LOAN         OK  8.29           0
## 1476                            consolidation         NY 14.67           0
## 1477                  Credit card refinancing         NC 16.04           0
## 1478                       Debt consolidation         VA 14.57           0
## 1479                                 DebtFree         WA 20.74           0
## 1480                         credit card debt         IN 15.75           0
## 1481                       Debt consolidation         CA 20.20           0
## 1482                       Debt Consolidation         KS 15.55           0
## 1483                            Back on Track         IL 17.29           0
## 1484                            peace of mind         NH 21.74           0
## 1485                                  Freedom         VA 17.06           0
## 1486                Credit_Card_Consolidation         MO 10.58           0
## 1487                            Consolidation         MA 22.85           1
## 1488                                 personal         OH 24.65           1
## 1489                              Consolidate         OH 24.59           0
## 1490                  Credit card refinancing         CA 31.24           0
## 1491                    Credit card refinance         NJ 10.78           0
## 1492                              Fresh Start         NY 16.77           0
## 1493                       Debt consolidation         CO  8.56           0
## 1494                         Home Improvement         IN 10.53           0
## 1495                               debt conso         IN 24.23           0
## 1496                     Pay Off Credit Cards         CA 19.54           0
## 1497 Pay all credit card balances/keep 1 card         OH  8.76           0
## 1498                            Business Loan         GA  9.75           0
## 1499                                 Personal         NV 22.17           0
## 1500                  debt consolidation loan         CA 20.84           0
## 1501                    Operation Reduce Debt         NY 22.91           0
## 1502                            Consolidation         MI 16.85           0
## 1503                               Debt Saver         NY 18.82           0
## 1504                  Credit card refinancing         CA 12.68           0
## 1505                      Debt consolidation          CA 19.26           0
## 1506                           Major purchase         CA  4.96           0
## 1507                              consolidate         VA 31.39           0
## 1508                              help needed         VA 13.16           0
## 1509                            Personal Loan         CA 13.40           1
## 1510                        credit cards paid         CA  6.21           1
## 1511                             credit cards         MI 16.32           1
## 1512                       Debt consolidation         AZ 17.19           0
## 1513                       Consolidation Loan         LA 28.90           0
## 1514                             Sons Wedding         IN  8.23           0
## 1515                                    CCRFI         PA  2.37           0
## 1516                    credit card refinance         TX 26.31           0
## 1517                    Paying off all bills          IL 18.78           0
## 1518                       Debt Consolidation         FL 32.70           1
## 1519                                debt free         FL 18.11           0
## 1520                       Debt Consolidation         MI 20.48           0
## 1521              Vacation Home Land Purchase         CA  1.42           0
## 1522                       Debt consolidation         CA 16.55           0
## 1523                              debt payoff         LA 20.32           0
## 1524      Getting Back On Track Consolidation         FL 22.67           0
## 1525                         Consolidate Debt         FL 26.13           0
## 1526                                CITI LOAN         NY  5.54           0
## 1527                       debt consolidation         NY 17.90           0
## 1528                         Debt Consolidate         IL 23.97           0
## 1529                Credit Card Consolidation         FL  5.89           0
## 1530                       Debt Consolidation         NJ 16.92           0
## 1531                  Credit card refinancing         FL 14.64           0
## 1532                       Debt Consolidation         IL 12.48           0
## 1533                                 Car help         CA 12.65           0
## 1534                       Debt Consolidation         MD 18.05           0
## 1535                  Credit card refinancing         MA 11.65           0
## 1536                       CREDIT CARD PAYOFF         NJ 12.88           2
## 1537                       Debt consolidation         CA 17.67           0
## 1538                           Consolidate Me         TX 21.43           6
## 1539                      Making a Difference         TX 11.52           0
## 1540                                Christmas         OK 17.66           0
## 1541                            consolidation         WA  4.96           0
## 1542                  Credit card refinancing         CT 11.35           0
## 1543                  Credit card refinancing         SC 19.49           0
## 1544     Credit Card/Dental/Car repair payoff         MN  2.61           0
## 1545                       Debt consolidation         LA 28.09           0
## 1546                            consolidation         TX 18.27           0
## 1547   Lower monthly payment of existing loan         MI 21.88           0
## 1548                                    Other         CA 11.77           0
## 1549                            Personal Loan         TX 13.25           0
## 1550           Credit Card Consolidation Loan         AL 17.30           0
## 1551                            ONE AT A TIME         PA 24.45           0
## 1552                          credit card pay         NJ 12.67           0
## 1553                                debt free         MD 14.02           0
## 1554                       Consolidating debt         WI 18.29           0
## 1555                       Debt consolidation         AL 20.58           0
## 1556                      Credit Card payoffs         PA 18.16           0
## 1557                      CreditCardRefinance         AZ 29.39           0
## 1558                            Personal Loan         NY  2.22           0
## 1559                       Debt Consolidation         CA 22.01           0
## 1560                     Debit consolidation          IL 13.12           0
## 1561                       debt consolidation         SC 30.18           0
## 1562                            Consolidation         MI 21.02           0
## 1563                            Consolidation         KY 21.05           0
## 1564                       Debt consolidation         MA 28.80           0
## 1565                       Debt consolidation         VA 15.85           0
## 1566                           Reficreditcard         CA  4.14           0
## 1567                       Debt Consolidation         MD 11.97           1
## 1568                 Consolidation to Freedom         MI 19.71           0
## 1569                  Credit card refinancing         TX 18.80           0
## 1570                                       Cc         NC 33.47           1
## 1571                       Debt consolidation         NY 23.17           3
## 1572                         Credit Card Debt         TX 10.41           0
## 1573               credit card refinance loan         NY  7.99           0
## 1574                         Medical expenses         KS 16.51           3
## 1575                       Debt Consolidation         NY 11.91           0
## 1576                            My First Loan         KS 10.28           0
## 1577                                lifesaver         NY 11.67           0
## 1578                       Debt consolidation         FL 17.15           1
## 1579                 Major Consolidation Loan         FL 20.05           0
## 1580                                   Payoff         NY 14.01           0
## 1581                           New Beginnings         TX 23.94           0
## 1582                       Debt Consolidation         LA 24.83           0
## 1583                       Debt Consolidation         PA 24.64           0
## 1584                       Debt consolidation         GA 23.77           0
## 1585                         Home Improvement         GA 17.90           0
## 1586                                    Other         HI 16.25           0
## 1587                         home improvement         FL 17.67           0
## 1588                  Credit card refinancing         MD  9.70           0
## 1589                  Credit cards  refinance         CA  8.30           0
## 1590                      Consolidation loan          CT 16.87           0
## 1591                       Debt consolidation         GA 28.15           0
## 1592                                    cards         TX 10.86           0
## 1593                                Refinance         IN 23.98           0
## 1594                            Consolidation         AR 11.54           0
## 1595                                     Debt         VA 17.65           0
## 1596                                 the help         SD 17.18           0
## 1597                         Credit Card Refi         TX  4.80           0
## 1598                            Personal Loan         TX 26.29           0
## 1599                       Debt Consolidation         MI 24.63           0
## 1600                            Personal Loan         CA 11.04           0
## 1601                                  #1 Loan         DE 11.52           1
## 1602                       Debt consolidation         PA 27.24           0
## 1603                                Debt help         MI 27.70           0
## 1604                         Home Improvement         FL 33.60           0
## 1605                        Home Remodel Loan         CA  1.86           0
## 1606                                     home         IL 23.21           0
## 1607                       Consolidation loan         WA 25.62           0
## 1608                         Home Improvement         FL 21.51           0
## 1609         STRUCTURED DEBT ELIMINATION PLAN         LA  5.61           0
## 1610                                     AMEX         GA  7.93           0
## 1611                       Debt consolidation         VA 14.51           0
## 1612                       Credit card payoff         CA  4.13           1
## 1613                            consolidation         CA 32.04           1
## 1614                                  CC Refi         IL  7.44           0
## 1615                                    Other         IL  3.88           3
## 1616                       Debt Consolidation         PA 10.47           0
## 1617                            Consolidation         GA 16.64           0
## 1618                            Pay Off Bills         UT 17.28           0
## 1619                       consolidation loan         TN 23.24           0
## 1620                                   Bundle         NY 24.94           0
## 1621                    Home Improvement Loan         MI 23.60           1
## 1622                  Credit card refinancing         NC  4.25           0
## 1623                           Refinance Loan         OH 12.47           0
## 1624                       Debt consolidation         NJ 24.54           1
## 1625                       Debt consolidation         WI 25.79           2
## 1626                       Debt consolidation         MO 25.46           0
## 1627                       Debt Consolidation         RI 31.72           0
## 1628                             helping hand         MA 15.23           0
## 1629                              Citi Credit         GA 23.47           0
## 1630                               big payoff         MN 29.25           0
## 1631                              a good [oan         SC 19.86           0
## 1632                            Pay off cards         NY 18.20           0
## 1633           Credit Card Debt Consolidation         TX 19.87           0
## 1634                                 Debt cos         NV 10.96           0
## 1635                              credit card         NJ 16.55           0
## 1636                       Improving My Space         CO 15.74           0
## 1637                            Payoff Credit         CA 11.59           0
## 1638                        Credi Card Payoff         IL 19.78           0
## 1639                                    Other         GA  8.36           0
## 1640                  Credit card refinancing         CA 29.19           0
## 1641                             debt freedom         AL 14.54           0
## 1642                            Consolidation         FL 21.96           0
## 1643                              Consolidate         MD 18.50           0
## 1644                                    FixIt         CA 15.92           1
## 1645       One monthly due date instead of 20         GA 19.94           0
## 1646                                  cc refi         NC 25.03           0
## 1647                               New Floors         FL 12.86           0
## 1648                       Debt consolidation         TX 17.15           1
## 1649                  CREDIT CARD REFINANCING         TX  8.60           0
## 1650                             CC refinance         CA 16.53           0
## 1651                             Credit cards         CA 11.02           0
## 1652                Credit Card Consolidation         CA 12.38           1
## 1653                       Debt Consolidation         CA 25.38           0
## 1654                       Debt consolidation         WI 29.25           0
## 1655                                 Pay back         MI 28.35           0
## 1656                            Back on Track         KY 29.75           0
## 1657                                Dedt Free         TX 23.22           0
## 1658                       Debt consolidation         VA 22.02           3
## 1659                     Pay Off Credit Cards         VA 34.87           0
## 1660                          Short Term Loan         CO 21.51           0
## 1661                       Consolidation Loan         MI 25.41           1
## 1662                            Car financing         DE 20.14           0
## 1663                               Refinance          OH 14.07           0
## 1664                       credit card payoff         IN  6.24           0
## 1665                      Simplifying My Life         VA 10.97           1
## 1666                            Personal Loan         CA  7.17           0
## 1667                                Debt Con.         WY 24.90           1
## 1668                       Debt Consolidation         WI 17.53           0
## 1669                  Credit card refinancing         IL 17.48           0
## 1670                      Debt consolidation          CA 15.21           0
## 1671                             Credit Cards         OR 33.59           0
## 1672                         Home Improvement         MI 28.18           0
## 1673                       Debt consolidation         CA 25.74           0
## 1674                                  Medical         FL 21.25           0
## 1675                            Consolidating         TX 18.02           0
## 1676              Credit Cards and Car Payoff         AZ 17.01           0
## 1677                       Debt consolidation         MD 19.45           0
## 1678                                Less Debt         GA 30.95           0
## 1679                       Debt Consolidation         FL  6.55           0
## 1680                              Consolidate         GA 28.71           0
## 1681              Throw me a Life Vest please         TX  6.74           0
## 1682                      Getting out of debt         TX 18.43           0
## 1683                       Credit Card Payoff         MI 17.20           0
## 1684                           Lower my rates         NC 25.72           7
## 1685                       Debt consolidation         IL 19.21           1
## 1686                       Consolidation Loan         AR  9.05           1
## 1687                      credit card pay-off         CT 17.35           0
## 1688                         CreditCardPayoff         TX 13.73           0
## 1689                  Credit card refinancing         CA 15.11           0
## 1690                                    Other         VA 28.84           3
## 1691                              consolition         GA 30.20           0
## 1692                       Debt consolidation         FL 18.61           0
## 1693                                    Debt          UT 18.30           2
## 1694                      Debt consolidation          CA 29.79           1
## 1695                       Debt Consolidation         MO 22.74           0
## 1696                       Debt consolidation         IL 16.30           0
## 1697                  Credit card refinancing         KS 17.94           0
## 1698                  DEBT CONSOLIDATION LOAN         FL  6.66           0
## 1699                                Refinance         CA 10.86           0
## 1700                              future life         MI 20.08           0
## 1701                         credit card loan         WY 16.98           0
## 1702                                  savings         OH 24.77           0
## 1703                         Debt Consolidate         FL 31.18           0
## 1704                                   Credit         NV 13.64           0
## 1705                           Major purchase         IN 26.30           0
## 1706                Consolidate/car refinance         CT 15.62           0
## 1707                              Loan Payoff         NY 25.90           0
## 1708                                Refinance         VA 17.00           0
## 1709                       Debt Consolidation         MA 18.46           1
## 1710                                 personal         NY 13.89           0
## 1711                            Consolidation         WV 15.36          13
## 1712                               Cards Gone         OH 11.41           0
## 1713                       Debt consolidation         WV 29.28           3
## 1714                       Debt consolidation         MA 10.29           0
## 1715               Massage Business Expansion         CO 15.69           3
## 1716                             credit cards         NY 29.41           0
## 1717               Debt/Cr Card Consolidation         OH 17.65           0
## 1718                                  freedon         NY 15.87           1
## 1719                      Debt Consolidation          OH 19.92           0
## 1720                        DebtConsolidation         NY 13.65           0
## 1721                           Major purchase         NY  3.43           0
## 1722                                     debt         MD 14.94           0
## 1723                              Consolidate         FL 15.95           2
## 1724                         Home Improvement         IL  7.75           0
## 1725                            Consolidation         HI 15.77           0
## 1726                                  Pay off         MD 14.83           0
## 1727                                     Loan         VA 27.49           0
## 1728                       Debt consolidation         CA 17.89           0
## 1729                  Credit card refinancing         KS 11.80           0
## 1730                             Credit Cards         AZ 20.86           0
## 1731                           Credit Freedom         AZ 18.40           0
## 1732                       Debt consolidation         CA  5.78           0
## 1733                     paydown credit cards         CO 17.03           0
## 1734                            1968 firebird         CA  5.76           0
## 1735                       Debt consolidation         TX 23.44           1
## 1736                            Out Of D Pls!         NJ 22.59           0
## 1737                       Debt consolidation         PA 22.02           0
## 1738                                     Home         NC 25.41           0
## 1739                              credit card         CT 15.87           0
## 1740                            consolidation         MI 16.65           0
## 1741                              consolidate         CA 10.66           0
## 1742                      debt consolidation          NC 32.04           0
## 1743           Personal loan for credit cards         WA 14.72           0
## 1744                Credit card consolidation         PA 20.26           0
## 1745          Lower Interest Credit Card Loan         NY 14.80           0
## 1746                               Green loan         FL 16.48           1
## 1747                          payoff 401kloan         CT  8.44           0
## 1748                                debt free         CA 10.78           1
## 1749                         credit card loan         CA 28.14           0
## 1750                            BACK ON TRACK         MI 18.60           0
## 1751  HELP! looking for best rate on CC debt          KY 26.76           0
## 1752                                Thankful          FL 13.45           1
## 1753                         Credit Card Debt         AZ 31.22           0
## 1754                 Credit Card Pay-off Loan         WA 11.52           0
## 1755                    Consolidating Credit          IL 17.14           0
## 1756                                personnel         TX 20.56           1
## 1757                           Major purchase         FL  7.69           0
## 1758                  Debt Consolidation Loan         OK 12.97           0
## 1759                              credit card         WI 13.48           0
## 1760                                  Freedom         TN 26.40           0
## 1761                       Debt consolidation         IN 33.51           0
## 1762                       Debt Consolidation         MD 21.63           0
## 1763                  Credit card refinancing         PA 20.32           0
## 1764                       Debt consolidation         NY 16.05           0
## 1765                 Trying to Stay Debt Free         GA 24.81           0
## 1766                             Lending Club         CA 32.72           0
## 1767                        Banana + Chase CC         VA 27.75           0
## 1768                          lendingclubloan         NC 18.40           0
## 1769                     House - Down Payment         OH  7.91           2
## 1770                            Best Interest         NY 15.26           0
## 1771                                  Cc loan         OK 10.26           1
## 1772                    Credit Card Repayment         IL  2.00           0
## 1773                      Credit Card Pay Off         TN 16.84           0
## 1774                       Credit Card Payoff         KY 17.30           1
## 1775                            personal loan         MI 15.54           0
## 1776                           CC Consolidate         TN 21.14           0
## 1777                       Debt Consolidation         MD 21.96           0
## 1778                         fresh start loan         OR 10.03           0
## 1779                           Personal Loan          FL  5.23           0
## 1780                 Credit Card Refinancing          CT 30.81           5
## 1781                       Debt consolidation         MN 15.66           0
## 1782                                 pay debt         MI  8.47           0
## 1783                             credit cards         WI 16.40           1
## 1784                       Loan - One Payment         NY  5.17           0
## 1785                           Consolidation          NY  1.08           0
## 1786                              credit debt         CA 16.27           0
## 1787                       Debt consolidation         PA 16.63           0
## 1788                            personal loan         CA 12.59           0
## 1789                       Debt consolidation         MD 16.21           0
## 1790       Debt COnsolidation Medical Expense         VA 17.25           0
## 1791                                  holiday         WI 24.62           0
## 1792                                  FixMeUp         TX 16.34           0
## 1793                            Consolidation         HI 13.95           0
## 1794                            Consolidation         TX 17.52           0
## 1795                       Credit Card Payoff         OH 16.72           0
## 1796                     Consolidation Effort         NV  4.68           0
## 1797                    Credit Card refinance         PA 25.43           0
## 1798                         Medical expenses         FL 18.98           0
## 1799                         Medical expenses         CA  6.03           0
## 1800                             Bed Purchase         CA 10.56           0
## 1801                            Consolidation         CT 16.67           0
## 1802                                     Home         PA 20.44           0
## 1803                       Debt consolidation         NY 26.68           2
## 1804                Credit card condolidation         OH 13.47           0
## 1805                                  MY LOAN         AR  5.35           0
## 1806                         Credit Card Dept         UT 20.61           0
## 1807                     Interest Buster Loan         OH 11.69           0
## 1808                            Consolidation         CA 17.62           0
## 1809                       Debt consolidation         OH 23.95           0
## 1810                CREDIT CARD CONSOLIDATION         NY 21.89           0
## 1811                    Home Improvement Loan         GA  5.15           0
## 1812            Paying off the Credit Cards!!         SC 13.14           0
## 1813                               Pay off CC         MD 21.89           0
## 1814                       Consolidation Loan         MI  8.20           0
## 1815                  Credit card refinancing         UT  8.98           0
## 1816 Payoff existing LC Loan/X-Mas/Home Impro         MI 28.00           0
## 1817                     credit consolidation         PA 26.25           0
## 1818                       debt consolidation         NJ 20.42           1
## 1819                       Debt consolidation         WY 32.29           0
## 1820                       Debt Consolidation         MN 30.91           0
## 1821                            Consolidation         GA 22.48           0
## 1822                              BETTER LOAN         CA  1.57           1
## 1823                       Debt consolidation         CA  6.22           0
## 1824                  Credit card refinancing         FL 13.45           0
## 1825                          Get Out Of Debt         AL 16.48           0
## 1826                                  Freedom         IL 19.28           0
## 1827                  Credit card refinancing         TX 21.58           0
## 1828                       Debt Consolidation         AL 20.49           0
## 1829                         Home improvement         OH  8.23           0
## 1830                    refinance credit card         TX 25.57           0
## 1831                       pay on credit card         NV 20.55           0
## 1832                         Lowering the APR         CA 17.90           0
## 1833                       Consolidation Loan         MA 15.18           1
## 1834                  Credit card refinancing         OH  7.09           0
## 1835                    Get My Life Back Loan         CA 14.71           0
## 1836                                    plan1         TX 10.24           0
## 1837                       Debt consolidation         MO 28.74           0
## 1838                       Debt Consolidation         WI 33.56           0
## 1839                 Final Debt Consolidation         TX 25.42           0
## 1840                         Get out of Debt!         CA 17.15           0
## 1841                       Debt Consolidation         CA 23.45           1
## 1842                             Credit Cards         PA 23.03           0
## 1843                         Home Improvement         LA 23.97           0
## 1844                       Loan consolidation         TN  6.36           0
## 1845                               Redux Loan         UT 26.84           0
## 1846                              Reduce Debt         GA 19.07           0
## 1847                  Credit card refinancing         NC 11.91           0
## 1848                       Debt consolidation         MN 14.72           0
## 1849                       Debt Consolidation         IL 10.65           0
## 1850                          get out of debt         NC 20.21           0
## 1851                        consolidationloan         NY 15.21           0
## 1852                     mycreditcardconsloan         FL 21.78           0
## 1853                    Consolidation of debt         CA 14.62           0
## 1854                             FINALLY HOPE         GA 16.87           1
## 1855                            Consolidation         WY 15.70           0
## 1856                                    Other         IL  9.57           0
## 1857                                Appliance         PA 11.64           0
## 1858                              Credit Card         CA 11.91           0
## 1859                              credit refi         PA  7.93           0
## 1860                       Debt Consolidation         KY 15.25           4
## 1861 pay off credit cards to one loan payment         IL  4.84           0
## 1862                          Paying off debt         TX 30.73           0
## 1863                       Debt Consolidation         AZ 24.96           1
## 1864                         Home Improvement         OH 20.07           1
## 1865                                 car loan         GA  7.48           0
## 1866              Get Out of Credit Card Debt         IL  6.46           0
## 1867  Lower monthly payments for credit cards         AR 29.41           0
## 1868                    Credit Card Refinance         FL 17.65           0
## 1869                                 personal         OH 19.71           1
## 1870                          Medical billing         IL 16.94           0
## 1871                                 Business         CA  5.27           0
## 1872 Consolidate in order to manage finances.         MA 16.80           1
## 1873                       Debt Consolidation         MI 19.36           0
## 1874                                    Fresh         CO 16.87           0
## 1875                                 personal         NY 14.72           0
## 1876                                 Payoff's         LA  4.82           0
## 1877                                payoff cc         CA 10.46           0
## 1878                                Good Life         MN 14.86           1
## 1879                            personal loan         CA  7.37           0
## 1880                                     debt         MO 16.42           1
## 1881                                    Other         TX 20.79           0
## 1882                       Debt consolidation         NC 20.50           0
## 1883                         Home Improvement         GA  8.83           0
## 1884                                Debt free         GA 18.86           0
## 1885                        Credit Card re-fi         CA 14.59           1
## 1886                  Debt consolidation loan         CA 16.23           0
## 1887                       debt consolidation         CO 26.25           0
## 1888                    credit card refinance         FL 20.21           0
## 1889                                     Debt         TN 23.96           0
## 1890                       Debt Consolidation         CA 25.50           0
## 1891                   Will Pay You Back Loan         CA  8.48           0
## 1892                                Debt Con.         CA 20.85           3
## 1893                                HomeFixer         NY 24.08           0
## 1894                       Debt consolidation         TX 19.66           0
## 1895                       Debt consolidation         PA 24.69           0
## 1896                                   L Club         CA 11.55           0
## 1897                       consolidation loan         VA 14.63           0
## 1898                                   Credit         FL 15.11           0
## 1899               Credit card consolidation          OK 15.30           0
## 1900                                 Business         VA 19.59           0
## 1901                                  medical         FL 20.84           0
## 1902                           Free and Clear         WI 14.02           0
## 1903                       Debt consolidation         NY 26.13           0
## 1904                        bye high interest         IL 25.18           0
## 1905                          live love laugh         TX 14.03           0
## 1906                              Debtcatchup         WA  5.90           0
## 1907                  Credit card refinancing         CA  9.11           0
## 1908                      Lower intrest rate.         MN 16.29           0
## 1909                    Home improvement loan         MN 19.61           0
## 1910                                  CC Refi         AR  4.23           0
## 1911                            Personal Loan         PA 18.76           0
## 1912                       Consolidation Loan         TN 24.58           0
## 1913                  Credit card refinancing         GA 23.13           0
## 1914                       Debt consolidation         IL 16.67           0
## 1915                                    Bills         FL 15.90           0
## 1916                             move forward         TX  8.80           1
## 1917                          Working Capital         MD  6.52           0
## 1918                         credit card free         MO 12.48           0
## 1919                    Credit Card Refinance         IL 21.61           0
## 1920                       Debt Consolidation         CA 15.42           0
## 1921                       debt consolidation         CA 16.78           0
## 1922                 Consolidation of payment         CA 21.43           0
## 1923                             Debt Control         TX 13.82           0
## 1924                    Credit card refinanxe         NY 20.07           0
## 1925                       Debt consolidation         NY 20.19           0
## 1926   Debt consolidation and job opportunity         CA 10.19           1
## 1927                      Vehicle/home repair         TX  4.90           0
## 1928                       Debt consolidation         CA 13.18           0
## 1929                            Consolidation         MD  5.97           4
## 1930                Credit card comsolidation         FL 29.43           0
## 1931                           Repayment Loan         KY 21.34           0
## 1932                Credit card consolidation         VA 11.22           0
## 1933                       Debt consolidation         NY  9.32           0
## 1934                   Car Loan Consolidation         PA 17.17           0
## 1935                       Debt consolidation         RI 11.23           1
## 1936                                       CC         CA 15.90           0
## 1937                         Simplifying Life         FL 15.66           0
## 1938                         credit card debt         SC  8.46           1
## 1939                              Refinancing         CA 20.84           1
## 1940                            Peace of Mind         TN  8.50           0
## 1941                       Consolidation Loan         CA 24.15           0
## 1942                                 New Year         MN 22.62           1
## 1943                                Refinance         OH 24.06           0
## 1944                                    Truck         GA 12.51           0
## 1945                           Large Purchase         GA  8.23           0
## 1946                              Debt Relief         NM 14.45           0
## 1947                       Credit card payoff         GA 25.80           0
## 1948                         Credit Card Debt         IL  8.12           0
## 1949                       Debt consolidation         NV 16.75           1
## 1950                       Debt consolidation         CA 17.20           0
## 1951                             Home deposit         OK  9.69           0
## 1952              Get out of credit card debt         IL 18.03           1
## 1953                              Debt payoff         AR  9.27           1
## 1954            Freedom from credit card debt         OH 19.93           0
## 1955                  Credit card refinancing         IN  4.14           1
## 1956                                  Freedom         TN 24.84           0
## 1957                   load off my shoulders          UT 19.27           0
## 1958                                DEBT FREE         UT 11.85           0
## 1959                            Pay the bills         FL 21.09           0
## 1960                       Debt consolidation         CA  9.58           0
## 1961                       debt consolidation         WA 15.25           0
## 1962                               CreditCard         FL 18.10           0
## 1963                              payoff debt         PA 13.09           0
## 1964                              Fresh Start         NH 15.64           0
## 1965                       Debt consolidation         TX 20.43          11
## 1966                       Debt consolidation         CA 19.45           0
## 1967                    home inprovement loan         FL 29.11           1
## 1968                       Credit Card Payoff         AR 17.70           0
## 1969                       Credit Card Relief         NY 15.92           0
## 1970                                  Freedom         NY  4.09           0
## 1971                       Debt Consolidation         CA 26.26           0
## 1972                      Debt Consolidation          NC 23.63           0
## 1973                                Debt Loan         SC  8.08           0
## 1974                       debt consolidation         TX 20.25           0
## 1975                Credit Card consolidation         CA 22.24           1
## 1976                       Debt Consolidation         VT  4.58           1
## 1977                         Home Improvement         GA  6.45           0
## 1978                credit card consolidation         TX 18.34           1
## 1979                                     DEBT         SC 17.35           0
## 1980                  Credit card refinancing         IN 17.78           1
## 1981                         Quik Debt Relief         AR 31.49           0
## 1982                       Bill Consolidation         TX 20.38           0
## 1983           Credit Card Debt Consolidation         NY 22.72           0
## 1984                         Credit Card Cons         TX 17.63           0
## 1985                            Consolidation         GA 20.59           0
## 1986                       Debt consolidation         CA 22.92           0
## 1987                                    bills         PA 19.64           0
## 1988                                 Personal         PA 16.49           0
## 1989                        refi credit cards         TX 30.07           1
## 1990                       Debt consolidation         OH 21.69           0
## 1991                       Debt Consolidation         GA 12.05           1
## 1992                              credit card         IN 11.88           0
## 1993                                    Other         GA 31.77           0
## 1994                       Debt consolidation         CA 17.06           2
## 1995                       Moving Back to NYC         CA 13.23           0
## 1996           Pay high interest credit cards         FL 13.52           0
## 1997                              Home Repair         AL 13.21           0
## 1998                  Credit card refinancing         OH 15.19           0
## 1999                              out of debt         TX 17.93           0
## 2000                       Debt consolidation         CT 16.63           0
## 2001                       Debt consolidation         NJ 26.94           0
## 2002                  Credit card refinancing         FL 21.94           0
## 2003                                   Myloan         CA 17.20           2
## 2004                                    Loan          IN 12.58           0
## 2005                               Extra Help         CA  9.18           0
## 2006                 credit card debt payment         CA 23.88           0
## 2007                                  Pay off         KS 28.72           0
## 2008                       Debt consolidation         OH 28.60           0
## 2009                       Consolidation Loan         PA 24.24           0
## 2010                       Debt Consolidation         GA 14.86           0
## 2011                       Debt consolidation         OH 11.05           0
## 2012                   1st step to new house!         WA 30.60           0
## 2013 Pay off creditcards and hhome improvemen         PA 17.69           0
## 2014     Eliminate Revolving Debt.  For Good.         FL 27.82           0
## 2015                                 CCpayoff         CO 14.65           0
## 2016                  Credit card refinancing         IL 10.00           0
## 2017                            Consolidation         NV 27.15           0
## 2018                       consolidation loan         MN 16.27           0
## 2019              My credit card loan payment         TX 19.47           1
## 2020              A Lil Piece of Mind/Freedom         NJ 24.43           0
## 2021              I want to pay you interest!         MD 12.98           0
## 2022                 Credit card debt pay off         WA  3.98           0
## 2023               credit card refinance loan         MA 25.72           0
## 2024                                 Debt fix         PA 12.30           0
## 2025                  Credit card refinancing         CO  8.37           1
## 2026                        Financial Freedom         MD 11.08           0
## 2027                            Consolidation         PA  9.85           0
## 2028                       Debt consolidation         NY  2.88           0
## 2029                         making it better         VA  5.96           0
## 2030                           Major purchase         CA  0.99           0
## 2031                         CARD CONSOLIDATE         MN 12.45           0
## 2032                       Debt Consolidation         OR 15.75           1
## 2033                           New Beginnings         AZ 26.91           0
## 2034                                    Recap         FL 32.84           1
## 2035                                    Other         IN 25.49           0
## 2036                  Credit card refinancing         WA 31.65           0
## 2037                             Helping Hand         MO  7.77           0
## 2038                      Credit Card Payment         TX 30.77           0
## 2039                        Debt Freedom loan         NV 11.67           0
## 2040          Financial Peace Step 2 Snowball         TX 21.31           0
## 2041                      creditcardrefinance         OK 18.54           1
## 2042                  Debt Consolidation Loan         GA  4.86           0
## 2043           Loan consoldation/health bills         FL 13.00           0
## 2044                CREDIT CARD CONSOLITADION         NY 23.53           0
## 2045   Debt consolidation while selling asset         OH  7.09           0
## 2046                                    Other         CA 33.11           1
## 2047                       Debt consolidation         MA 19.31           0
## 2048                credit card consolidation         GA 14.50           0
## 2049                       Debt consolidation         SC 23.95           0
## 2050                               DebtConsol         TX 19.47           1
## 2051                       debt consolidation         IL  5.30           0
## 2052                          final debt refi         FL 33.73           0
## 2053                       Debt consolidation         KS  8.59           0
## 2054                       Debt consolidation         TX 15.66           0
## 2055                            Business Loan         AL 15.94           0
## 2056                         Medical expenses         TX 23.66           0
## 2057                       Debt consolidation         AL 28.06           0
## 2058                  Credit card refinancing         CA 16.94           0
## 2059                    Home Improvement Loan         CA 20.75           2
## 2060                              Debt payoff         NC 10.14           0
## 2061                                Debt loan         SC 18.50           0
## 2062                         Home improvement         NC 11.40           0
## 2063                                Sand toy          CA 17.33           4
## 2064                      Debt consolidation          MO 19.00           0
## 2065                            Bye Bye Debt.         MI 24.86           1
## 2066                                     Loan         CA 17.46           0
## 2067                      Pay off a few bills         TX 16.91           0
## 2068                                 Vacation         NY 15.07           1
## 2069                       Debt Consolidation         UT 15.84           0
## 2070                       Debt consolidation         NY 15.43           2
## 2071                            Consolidation         TX 23.42           0
## 2072                       Debt Consolidation         FL 23.34           0
## 2073                       Debt consolidation         CA 16.68           0
## 2074                       Credit Card Payoff         OH 16.49           0
## 2075                       Debt Consolidation         PA 17.38           2
## 2076                         home improvement         CA 13.66           0
## 2077                                 Vacation         CA 10.27           0
## 2078           Credit Card Debt Consolidation         TX 12.11           0
## 2079                credit card consolidation         NY 10.55           0
## 2080                  Debt consolidation loan         TX 17.96           0
## 2081                            Consolidation         MD 16.30           0
## 2082                       Debt consolidation         AK 24.13           0
## 2083                       Debt consolidation         CT 22.00           0
## 2084                       debt consolidation         IN 14.09           0
## 2085                      debt consolidation          UT 23.67           1
## 2086                         My personal loan         TX 23.34           1
## 2087                               plshelpthx         CO 11.12           0
## 2088                              better home         CA  5.04           0
## 2089                           Consolidation          OH 14.28           0
## 2090                                     loan         PA 11.91           0
## 2091                         Home improvement         CA 10.22           0
## 2092                  Debt Consolidation Loan         NJ 15.18           2
## 2093                         Home improvement         FL 20.25           0
## 2094                       Debt consolidation         AL  7.58           2
## 2095                              creditcards         IN 16.12           0
## 2096                         Credit Card Refi         IL 14.96           0
## 2097                       Debt consolidation         NY 10.32           0
## 2098                                   budget         IL 16.78           2
## 2099                              HELPING OUT         VA 14.40           0
## 2100                              consolidate         AL 25.24           0
## 2101               Credit Card Consolidation          NJ  4.53           2
## 2102                            Consolidation         CA 10.95           3
## 2103                       Debt Consolidation         TX 28.11           0
## 2104                           combine credit         OR 30.72           0
## 2105                       debt consolidation         VA 17.62           0
## 2106                       Debt Consolidation         CA 14.18           0
## 2107               High Interest Debts Rescue         CA 19.01           0
## 2108             My "Pay off that debt!" loan         CA 15.42           0
## 2109                                LOVE HELP         FL 10.20           2
## 2110                     Credit Consolidation         CT 16.60           3
## 2111                               Spruce up.         NY 21.91           0
## 2112                            CC Refinance          DC  5.53           0
## 2113                  debt consolidation loan         CA 19.78           0
## 2114                     Credit consolidation         CO 32.79           0
## 2115                                 Car loan         OR  8.19           0
## 2116                         Home improvement         CA  8.46           1
## 2117                              One Payment         CA 16.30           0
## 2118                  Credit card refinancing         WA 24.58           0
## 2119                       Debt consolidation         WA 10.51           0
## 2120                            Consolidation         WY 29.30           0
## 2121                             lending club         MI  6.41           0
## 2122                          get rid of debt         FL 27.48           0
## 2123                Credit Card Consolidation         FL 28.48           0
## 2124                  Credit card refinancing         KY 16.05           0
## 2125                            Consolidation         FL 12.00           0
## 2126                        debt consolidatio         IL 16.15           0
## 2127                       Debt consolidation         CA 12.87           7
## 2128                             Credit Cards         FL 13.52           0
## 2129                      Consolidating Bills         AR 17.02           1
## 2130                                  My Loan         CA 18.96           0
## 2131                Debt Consolidation Needed         MN 26.06           0
## 2132                                Home Loan         CA 28.53           0
## 2133                              summertime          NY 14.09           0
## 2134                       Debt consolidation         PA 25.26           0
## 2135                              cardpayoff          WA 28.71           0
## 2136                                  PayDown         CA 17.79           0
## 2137                                 Business         OR 19.91           0
## 2138                                Debt Free         TX 18.43           0
## 2139                               CredirDebt         CT 22.44           0
## 2140                                 bathroom         OK 21.69           0
## 2141                        Credit card repay         CA  9.42           0
## 2142                  Credit card debt Payoff         MI 30.31           1
## 2143                                 Business         AZ  9.13           6
## 2144                       Debt consolidation         VA 24.64           0
## 2145                 My Credit Card Refinance         FL 25.61           0
## 2146                                 PERSONAL         CO 21.60           1
## 2147                       Debt consolidation         CA 10.58           1
## 2148                              Our wedding         CT  5.42           0
## 2149        Help Me Pay Down My Credit Cards!         DC 11.84           0
## 2150                            consolidation         VA 23.67           1
## 2151                       Debt consolidation         IL 30.58           0
## 2152                       Debt consolidation         MO  3.37           1
## 2153                             Credit cards         OH 19.72           0
## 2154                              Debt consol         CO 18.86           1
## 2155                       Debt consolidation         CA 11.96           0
## 2156                                   payoff         NY 27.03           0
## 2157                       Credit card payoff         PA 16.43           0
## 2158                           consolidation          OH  8.69           1
## 2159                       Consolidation Plan         AZ 23.87           0
## 2160                       Credit Card Payoff         FL 24.16           0
## 2161                             Consoldation         PA 18.20           0
## 2162                            Debt Con Loan         TX 26.88           0
## 2163                     Pay off credit cards         TX 15.56           0
## 2164                       Debt consolidation         OH 10.83           0
## 2165                        Debt Conolidation         NC  4.59           1
## 2166                          Great Borrower          CA 16.15           0
## 2167                       Debt consolidation         CA 21.61           1
## 2168                                 FireWood         NY  8.40           0
## 2169                       Debt Consolidation         IN 27.14           0
## 2170                            Consolidation         TX 14.22           3
## 2171                       Credit Card Payoff         FL 27.15           0
## 2172                       Debt Consolidation         WA 20.93           0
## 2173                       Debt consolidation         CO 12.02           0
## 2174                         Credit Card Refi         TN 25.06           0
## 2175                     credit cards pay off         MA 14.42           1
## 2176                                  CC loan         WA 25.18           0
## 2177                       Debt Consolidation         KS 16.64           0
## 2178                       Debt consolidation         TX 11.68           1
## 2179                                 c/c Loan         NJ 16.79           0
## 2180                                    Other         MD 30.74           0
## 2181                              Debt Payoff         PA 11.70           1
## 2182                                  CCpayof         CA  2.74           0
## 2183                              bill payoff         MD 32.01           3
## 2184                       credit card payoff         TX 29.78           0
## 2185                                 Personal         WI 23.98           0
## 2186                             debtfreeloan         CA 17.12           0
## 2187                       Debt consolidation         NJ 24.49           0
## 2188                         Road to recovery         NY  9.23           1
## 2189                       Debt consolidation         WY 24.75           0
## 2190                  Credit card refinancing         OH 26.43           0
## 2191                     Credit Card Closeout         WA 21.93           0
## 2192                              freedomloan         CA 28.32           0
## 2193                  Credit card refinancing         TN 17.12           0
## 2194               Financial Flexibility Plan         IL 27.73           0
## 2195   1 Payment with 600-700 a month savings         IL 16.41           1
## 2196                       Debt consolidation         CA 16.63           0
## 2197                              Debt Beater         MI 21.43           0
## 2198                                     GOAL         GA 21.32           0
## 2199                     Credit card payoffs          KY 18.98           0
## 2200                     Loan for car repairs         NC 24.24           0
## 2201                       Debt Consolidation         AZ 21.82           0
## 2202               personal deb consolidation         GA 17.64           0
## 2203                       Debt consolidation         NJ  8.89           0
## 2204                                     debt         UT 15.18           0
## 2205                       Debt consolidation         CA 23.30           0
## 2206                              consolidate         NY  7.99           0
## 2207                       Debt consolidation         NY 18.46           8
## 2208                       loan consolidation         FL 12.91           0
## 2209                       Debt consolidation         VA 10.44           0
## 2210                       Debt consolidation         LA 10.63           1
## 2211          On my way to financial freedom!         IN  6.91           1
## 2212                        Consolidated Loan         WA 11.22           2
## 2213                            Consolidation         CA 22.05           0
## 2214                              Consolidate         TN 15.03           0
## 2215                       Debt consolidation         SD 27.75           0
## 2216                             Debt payment         VA  8.81           0
## 2217                                   MOVING         NJ 12.64           0
## 2218                                  my loan         CA 20.66           0
## 2219                                 New Loan         OH  9.92           0
## 2220                       Debt consolidation         NJ 16.64           0
## 2221                             MoneyMatters         NJ 18.93           0
## 2222                                     HOME         MA 17.68           1
## 2223          Refinancing my credit card debt         MI 15.08           1
## 2224                 CREDIT CARD PAY OFF LOAN         CA 11.90           4
## 2225                               payoffdebt         NV 18.14           0
## 2226                                  pay all         AZ 16.86           0
## 2227                         Credit Card Debt         CA  9.88           0
## 2228                       debt consolidation         IL  4.16           0
## 2229                       Debt consolidation         OR 20.07           5
## 2230                       debt consolidation         WA 22.77           0
## 2231                                  CAPITAL         CA  9.39           0
## 2232                       Debt Consolidation         CA 19.81           0
## 2233                 Pay my debt all at once          PA 24.92           0
## 2234                       Debt consolidation         CA  3.99           0
## 2235                                   Safety         PA 24.92           0
## 2236                                    Other         GA 30.26           1
## 2237                              Consolidate         FL 29.59           0
## 2238                                  dc loan         WA  4.00           0
## 2239                            PERSONAL LOAN         MO 13.65           0
## 2240                              consolidate         MI 20.07           0
## 2241                       Debt consolidation         UT 12.33           0
## 2242                           Bills Paid Off         MA 13.83           0
## 2243                       Debt consolidation         VA 33.61           0
## 2244                         Credit Card Debt         IN 32.39           2
## 2245                         Home Improvement         NC 20.23           0
## 2246                       Debt consolidation         MN 18.58           0
## 2247                            Consolidation         KY 17.62           0
## 2248                       Debt consolidation         NC 27.93           1
## 2249                         Consolidate Loan         TX 18.81           0
## 2250                 Credit Card Cosolidation         HI 27.99           0
## 2251                         credit card debt         OR 23.28           0
## 2252                              Payoff Loan         KY 19.62           0
## 2253                       Debt consolidation         OH 22.96           0
## 2254                         Credit Card Loan         CA 21.21           0
## 2255                       Debt consolidation         CA 10.78           0
## 2256                                    Other         NJ 21.56           1
## 2257                  Refinance/Consolidation         CA 13.33           3
## 2258                       Debt Consolidation         FL 17.63           0
## 2259                         Home improvement         CA 19.27           0
## 2260                                    money         KS 16.24           1
## 2261                       Debt consolidation         CA 31.13           0
## 2262                                  payoffs         LA 18.68           0
## 2263                            CC refinance          MI 20.23           0
## 2264                              credit card         WA 18.67           0
## 2265                         Credit card loan         SC 10.31           0
## 2266                       Debt Consolidation         NY 11.10           0
## 2267     LOWER INTEREST RATES AND CONSOLIDATE         KS 20.44           2
## 2268                       Debt Consolidation         FL 12.15           0
## 2269                  Debt Consolidation Loan         OH 28.48           0
## 2270                         Debt eliminator          TX 17.65           0
## 2271                         Home improvement         TN  7.85           0
## 2272                       Debt consolidation         NY 24.23           1
## 2273                                 home imp         PA 14.42           0
## 2274                       Consolidation Loan         NY 26.60           0
## 2275                       debt consolidation         NC 34.52           0
## 2276                               Pay off CC         PA 29.80           0
## 2277                                  Pay off         GA 29.33           0
## 2278                    credit card refinance         NY 13.32           1
## 2279                       Consolidation Loan         GA 29.63           0
## 2280                  debt consolidation loan         TX 24.15           0
## 2281                              Consolidate         CA 12.28           0
## 2282               Credit Card Refinance Loan         IL 17.97           0
## 2283                            consolidation         NY 12.72           1
## 2284                                 Personal         PA 30.57           0
## 2285                       Debt Conolisdation         NC 13.99           0
## 2286                              consolidate         GA 18.60           0
## 2287                            personal loan         NY  9.28           0
## 2288                       Debt consolidation         NY 20.04           0
## 2289                  debt consolidation loan         TN 19.95           0
## 2290                            credit killer         CA 27.64           0
## 2291                                    Other         TX  3.58           0
## 2292                                cc payoff         CA 33.73           0
## 2293   repayment lending club and high school         NJ 10.45           1
## 2294                 Pay-off Credit Card Debt         CA 18.69           0
## 2295                       Debt Consolidation         NC 25.38           0
## 2296                               CreditCard         NJ 11.35           0
## 2297                                 personal         MA  8.88           0
## 2298                         Debt Elimination         CO 13.32           0
## 2299                                   Repeat         TX 22.36           0
## 2300                        PAYOFF TOTAL LOAN         CA 22.26           1
## 2301 Debt Consolidation Loan for NYC homeowne         NY 14.00           0
## 2302                Credit Card Consolidation         TX 17.44           0
## 2303                     Pay off credit cards         IL 12.05           1
## 2304                  Credit card refinancing         FL  9.05           0
## 2305                           Personal Loan          CA  2.06           0
## 2306                       Debt consolidation         MA 23.03           0
## 2307       Consolidation of all open accounts         KS 21.65           0
## 2308                           Cap One Payoff         CA 19.33           0
## 2309                       Debt consolidation         NJ 18.15           0
## 2310         consolidatedcredit  card  loan..         NY  8.53           1
## 2311                           Lending Club 1         LA 20.96           1
## 2312                Credit Card Consolidation         NY 11.96           0
## 2313                       debt consolidation         IL 13.28           0
## 2314                            Personal Loan         CA  6.26           0
## 2315                       Debt Consolidation         MD 22.64           1
## 2316                               good thing         PA 15.56           0
## 2317                       Debt consolidation         CA 17.43           0
## 2318                      Debit Consolidation         KS 23.02           0
## 2319                              Credit Card         VA 28.91           0
## 2320                       Debt consolidation         MD 28.07           0
## 2321                       Debt consolidation         MI 25.82           0
## 2322                       Debt consolidation         SC  6.93           0
## 2323                       Debt consolidation         WI  9.37           0
## 2324                                Debt loan         TX 25.53           0
## 2325                         Home improvement         NY 15.06           2
## 2326                       Debt consolidation         FL  6.57           0
## 2327                        Recovery Measures         NY 12.24           0
## 2328                               MyLoan2Pay         NY  8.94           2
## 2329                      credit card pay off         PA 19.06           0
## 2330                            Consolidation         MA 20.84           1
## 2331                        Credit Card Loans         NJ 31.04           0
## 2332                                 Blessing         FL 18.29           0
## 2333                            Consolidation         MA 20.90           0
## 2334                         Medical Expenses         CA 14.21           0
## 2335                             gredit cards         GA 24.92           0
## 2336                    pay off credit cards          CA  8.40           0
## 2337                            Personal Loan         CO 18.38           0
## 2338                                 recredit         NM 26.56           0
## 2339                            Medical Bills         TX  6.09           0
## 2340                       Debt consolidation         NJ 15.10           0
## 2341                       Debt Consolidation         AZ 28.40           0
## 2342                    Credit Card refinance         NY  6.06           0
## 2343                       debt consolidation         NJ  8.22           0
## 2344                       Debt consolidation         CA  6.47           0
## 2345                            Car financing         NJ  8.32           0
## 2346                         one time to many         MD 28.34           0
## 2347                       Debt consolidation         MD 13.73           0
## 2348                     Card Consolidation 1         SC 28.04           0
## 2349                                    Debt          NY 10.16           0
## 2350                                 Freedom          MO  7.96           0
## 2351                                  My loan         FL 16.66           0
## 2352                       Debt consolidation         NC 16.08           0
## 2353                       Debt consolidation         TX 10.77           0
## 2354                            Consolidation         WA 32.25           0
## 2355                       Debt consolidation         IL 19.60           0
## 2356                                OuttaDebt         MA 10.02           0
## 2357                            Consolidation         TX 18.49           0
## 2358                                  freedom         CA 13.01           0
## 2359               Credit Card Refinance Loan         CA  6.43           0
## 2360                                      ATV         OH 22.40           0
## 2361                                  debtfix         NY  5.44           1
## 2362                       Debt consolidation         CA 29.98           2
## 2363                         Credit reduction         NV 17.02           1
## 2364                                  Pay off         LA 16.19           0
## 2365                                    Other         AZ 19.59           0
## 2366                                   myloan         NJ  9.68           0
## 2367                       debt consolidation         NY 24.65           0
## 2368           Fresh Start Debt Consolidation         CA 16.78           0
## 2369           Credit Card Debt will go away!         OH 11.09           0
## 2370                       Consolidation Loan         OH 14.63           0
## 2371                      Credit Card Pay-Off         AZ  7.65           0
## 2372                          life improvment         TN  8.34           0
## 2373                       Debt consolidation         CA 16.66           0
## 2374                  End to Credit Card Debt         TX 23.19           0
## 2375                         Credit Card Loan         TX 14.11           1
## 2376                     Credit Consolidation         IN 12.51           0
## 2377                  Credit card refinancing         TN 13.97           0
## 2378                       Debt consolidation         FL 23.20           0
## 2379                       Debt consolidation         NY 12.08           0
## 2380                            Consalidation         MD 28.34           0
## 2381                       Debt consolidation         FL 18.08           0
## 2382                       Debt consolidation         NJ 17.67           0
## 2383                                Debt free         CA 32.72           0
## 2384           debt consoladation and dentist         MO 24.36           0
## 2385                       Debt consolidation         MA 31.35           1
## 2386                            Personal Loan         IN 20.91           0
## 2387                              Short term          NJ 18.90           0
## 2388                           Major Purchase         VA  9.68           3
## 2389                   Eliminate Credit Cards         CO 16.88           0
## 2390                              credit zero         MA 23.73           0
## 2391                  Debt Consolidation Plus         PA 19.43           3
## 2392                                   CCDebt         MN  9.24           0
## 2393                    Home Improvement Loan         CA 14.56           0
## 2394      Debt Consolidation/College Planning         PA  9.21           3
## 2395                                club loan         NY 18.44           0
## 2396                     Credit card clean up         KY 13.51           0
## 2397                       Debt consolidation         WA 14.77           0
## 2398                           Financial Plan         GA 15.86           0
## 2399                         Credit Card Loan         TX 20.28           0
## 2400                    Moving and relocation         AZ 27.15           0
## 2401                            consolidation         MN 18.59           0
## 2402                       Credit Card Payoff         NJ 28.67           0
## 2403                                     Ring         IN 16.42           0
## 2404                     Education & Discover         VA 16.42           0
## 2405                            Fix my Credit         PA 34.10           0
## 2406                  Credit card refinancing         CO 14.20           1
## 2407                            back on track         IL  9.50           0
## 2408                  Credit Card Refinancing         MI 24.92           0
## 2409                               mycardloan         NC 11.16           4
## 2410                       Debt Consolidation         TX 21.77           0
## 2411                          Household bills         HI 16.20           0
## 2412                         pay credit cards         CA 17.95           0
## 2413                       Debt consolidation         CA  4.02           0
## 2414                               car payoff         CA 31.43           0
## 2415                                   payoff         AZ 16.27           0
## 2416             consolidate and home repairs         IL 15.36           0
## 2417                        Debt Consoldation         KS 14.72           0
## 2418                         Turbo cheft oven         NJ 21.57           2
## 2419                          Kitchen remodel         CO 15.56           0
## 2420                       Debt consolidation         SC 17.23           0
## 2421                         DebtConsolidate1         NY 11.09           2
## 2422                                 Personal         NY  7.97           0
## 2423                    Credit Card Refinance         MD 21.32           0
## 2424                                    Bills         MD 25.39           0
## 2425                       Debt Consolidation         CA 14.69           3
## 2426                        loan combination          WA 10.07           2
## 2427                  Credit card refinancing         GA 18.80           0
## 2428                                  my loan         IN 22.48           0
## 2429                                    Other         CA 13.84           1
## 2430                       Debt consolidation         MD 28.26           0
## 2431                           debt repayment         MI 26.14           0
## 2432                              debt consol         CA 23.13           1
## 2433                           vacation/bills         AL 12.46           0
## 2434                                debt free         CA 16.09           0
## 2435                             Lower Rate:)         OR 19.10           0
## 2436                       Debt consolidation         CA 33.33           1
## 2437                       Debt consolidation         NY 12.46           0
## 2438                  Credit card refinancing         TX 20.29           0
## 2439                                   payoff         IL 32.36           1
## 2440                      Loan consolidation          NV 11.95           0
## 2441                       Debt Consolidation         CA 11.80           0
## 2442                             Freedom Loan         CA 16.87           0
## 2443                    Consolidate Debt Loan         TX 15.19           0
## 2444                            Consolodation         NY  6.41           0
## 2445                                  My Loan         MD 12.17           0
## 2446                       debt consolidation         IL 16.21           0
## 2447                       Debt Consolidation         HI 28.90           0
## 2448                               all in one         WI 27.57           0
## 2449                  Credit card refinancing         IL 19.60           0
## 2450                           Consolidation          NC  8.07           1
## 2451                                     debt         MD 16.05           1
## 2452                       Debt consolidation         IL 20.06           0
## 2453                            Consolidation         AL 19.15           0
## 2454                             Credit Cards         CA 23.95           0
## 2455                           debt free soon         FL 16.16           0
## 2456                         credit card loan         NY 15.87           2
## 2457                       Credit Card Payoff         WA 21.66           0
## 2458  Best Deal for Credit Card Consolidation         CA 27.69           0
## 2459                       Debt Consolidation         CA 14.96           0
## 2460                       Debt consolidation         CO 18.90           0
## 2461                              Debt.Relief         NJ 22.94           0
## 2462                  Credit card refinancing         FL 14.66           0
## 2463                                Lucky one         CA 33.61           0
## 2464                       Credit card payoff         AZ 19.46           0
## 2465                       Credit Card Payoff         IN 12.15           0
## 2466                  free from cards at last         IL 14.93           2
## 2467                       Credit Card Payoff         CA 18.10           0
## 2468                            consoladation         GA 21.16           2
## 2469   Credit card payoff and new home carpet         SC 13.98           0
## 2470                                    Other         CA 10.97           1
## 2471                       Debt consolidation         MO 32.10           0
## 2472                       Credit consolidate         GA 28.78           0
## 2473                       Debt consolidation         SC 11.44           0
## 2474                                    Taxes         CA 15.26           0
## 2475                                     boat         FL 17.33           0
## 2476                    Refinance Everything!         NC 24.09           0
## 2477                  Debt Consolidation Loan         MA 14.76           0
## 2478                               Moving Con         DE 17.01           0
## 2479                  Credit card refinancing         CA  9.57           0
## 2480                       bill consolidation         IL  8.47           0
## 2481    New Home Window Treatment and Kitchen         NY  8.66           0
## 2482                                 Help Mom         CO 28.49           0
## 2483                            Consolidation         CA 20.44           1
## 2484                        consolidate cards         AZ  9.77           0
## 2485                       Debt consolidation         NY  7.26           0
## 2486                       debt consolidation         IL  7.52           1
## 2487                     CCards-PropertyTaxes         MI  2.23           2
## 2488                             CREDIT CARD          TX 26.51           0
## 2489                  Fix Fence/Windows/Doors         TN 18.87           0
## 2490                                Free Debt         NY 18.62           0
## 2491                       Debt consolidation         PA 20.87           0
## 2492                               California         CA 15.56           0
## 2493                       Debt consolidation         IL 28.23           2
## 2494                           Home/Debt Cons         MA  9.33           1
## 2495                       Consolidation Loan         OK 26.68           0
## 2496                       CREDIT CARD PAYOFF         CA 18.75           0
## 2497                              Consolidate         CA 10.20           0
## 2498            Pay of pervious Lending Club!         KY 21.34           0
## 2499 Credit Card Refinance Debt Consolidation         AZ 23.78           2
## 2500                  Debt Consolidation Loan         NC 25.23           0
## 2501                                  feed me         CT 13.29           0
## 2502                       Debt consolidation         VA 21.69           0
## 2503                       Debt consolidation         TN 25.73           0
## 2504                  Credit card refinancing         CA 20.09           0
## 2505                              consolidate         CO 20.43           1
## 2506                     Personal Fixing Loan         CA 18.10           0
## 2507                  Credit card refinancing         KY 11.95           0
## 2508                            consolidation         AR 24.05           0
## 2509                             catchup loan         IL 16.92           0
## 2510                       Debt Consolidation         MD 13.65           0
## 2511                                 Business         CA  7.94           1
## 2512                    Consolidating my debt         HI 30.83           0
## 2513   Desperate to Get out of Hindering Debt         SC 17.31           2
## 2514                  Credit card refinancing         NC 19.75           1
## 2515                       Debt Consolitation         NC 21.47           3
## 2516                  Credit card refinancing         NY  8.66           0
## 2517                             Credit Cards         PA 23.07           0
## 2518                         Roof replacement         MA 21.37           3
## 2519                  Credit card refinancing         MD  5.55           0
## 2520                             Credit Cards         MA 26.04           0
## 2521                      Cut up the Cards!!!         GA 23.55           1
## 2522                       Debt Consolidation         MD  4.63           2
## 2523                             Freedom Loan         CA  4.92           0
## 2524                             debt freedom         MI 18.60           0
## 2525                  Credit card refinancing         WI 18.26           0
## 2526                       debt consolidation         SC 34.42           1
## 2527                                debt free         TN 24.67           0
## 2528                             pay off loan         KY 25.32           0
## 2529                                 CCPAYOFF         CO  9.31           0
## 2530                           Major purchase         TN 15.18           0
## 2531                       Debt Consolidation         IL 26.01           0
## 2532                       Debt Consolidation         TX 29.60           0
## 2533                    p/o cards and remodel         WY 13.64           0
## 2534                       debt consolidation         IN 23.40           0
## 2535                       Debt consolidation         CT 18.52           0
## 2536                       Debt Consolidation         NY  0.91           0
## 2537                       Debt Consolidation         NY 12.98           1
## 2538                       Debt consolidation         TX 18.07           0
## 2539                  Credit card refinancing         TX 32.03           0
## 2540                            Consolidation         MA 18.43           0
## 2541                            Consolidation         TX 12.44           1
## 2542                       Debt Consolidation         OH 25.52           0
## 2543                       DEBT CONSOLIDATION         TX 12.71           0
## 2544                          complete payoff         CT 29.06           0
## 2545                     Credit Cards Be gone         WA 20.22           0
## 2546                           Major purchase         WA 27.98           0
## 2547                             Medical Loan         MA 20.19           0
## 2548                                refinance         CA 23.54           0
## 2549                       Debt consolidation         TN 13.29           0
## 2550                  Credit card refinancing         DC  7.13           1
## 2551                            consolidation         WI 30.08           0
## 2552                  Debt Consolidation Loan         CA 21.83           0
## 2553                                  private         TX 20.81           0
## 2554                       Credit Card Payoff         NY 16.87           0
## 2555                       Debt consolidation         CA 14.53           0
## 2556                              Credit card         NM 21.89           1
## 2557                       Debt consolidation         MA 17.93           0
## 2558                              Consolidate         SC  7.94           0
## 2559                            Consolidation         TX 17.09           1
## 2560                                  Money$$         IN 34.60           2
## 2561          Credit Cards Consolidation Loan         NY 31.88           0
## 2562                    credit card refinance         NC 18.67           0
## 2563                            consolidation         TX 27.12           1
## 2564                       Credit Card PayOff         AZ 15.07           0
## 2565                              refinancing         TX 11.27           0
## 2566                        Getting Debt Free         MD  6.30           0
## 2567                       Debt consolidation         AL 21.18           0
## 2568                       Debt consolidation         VA 20.96           0
## 2569                                CC Consol         MO 22.26           0
## 2570                             Payoff bills         CA 11.88           0
## 2571                         Credit Card Loan         VA  7.72           0
## 2572                                    Other         VA 34.14           0
## 2573                                  my loan         CA 11.23           0
## 2574                      Debt consolidation          CO 14.64           0
## 2575                       Debt Consolidation         KY 26.32           1
## 2576                      conbined bills loan         FL 26.99           0
## 2577                       Credit Card payoff         VA 13.96           0
## 2578                  Credit card refinancing         AZ  6.78           0
## 2579                       debt consolidation         AZ 25.72           0
## 2580                                Vet bills         CO 20.98           0
## 2581                         Home improvement         OH  4.93           0
## 2582                  How to become debt free         CA 29.02           0
## 2583                         Credit Card ReFi         CA  5.97           0
## 2584                                  MyLoan1         CT 13.57           4
## 2585                       Debt consolidation         TX  6.75           2
## 2586                  Debt Consolidation Loan         MO  1.78           0
## 2587                             Credit cards         OK 20.59           0
## 2588                                 debtfree         CA 20.82           0
## 2589                       debt consolidation         CA 26.87           1
## 2590                       Debt Consolidation         CT 11.95           0
## 2591        Paying off a higher interest loan         CA 21.92           0
## 2592                                   payoff         NJ 24.93           0
## 2593                             Card Pay Off         OH 17.89           0
## 2594      Debt Consolidation Payoff 401k Loan         OH 24.56           0
## 2595                  Credit card refinancing         IL 15.04           0
## 2596                           CC Consolidate         IL  7.92           0
## 2597                high interest destruction         SC 15.97           0
## 2598                            Personal Loan         AL 13.49           1
## 2599                  Credit card refinancing         CA 12.46           0
## 2600                                  general         NH 10.11           2
## 2601                            Snowball loan         OH  8.42           0
## 2602                              Home buying         FL 19.24           0
## 2603                  Debt Consolidation Loan         SC 31.77           0
## 2604                  Credit card refinancing         CA  5.20           0
## 2605                  Credit card refinancing         KY 26.32           0
## 2606                            consolidation         NY 13.41           0
## 2607                               creditcard         MN 17.35           4
## 2608                               extra cash         TN 22.83           1
## 2609                             PersonalLoan         IL  1.08           0
## 2610                              consolidate         CO 10.07           0
## 2611                  Credit card refinancing         CA 10.67           0
## 2612                             Freedom loan         NY 11.92           0
## 2613                Credit Card Consolidation         OH 23.77           0
## 2614  Medical expenses - credit consolidation         TX 28.20           0
## 2615                      credit/reduced rate         CA 16.00           0
## 2616                                  Payoffs         MO 16.54           0
## 2617                       Debt consolidation         IL 12.22           2
## 2618                 Credit Card Consildation         NC 24.39           0
## 2619                             consolidate1         NY 25.75           0
## 2620                              Consolidate         WY 20.67           0
## 2621                                debt free         MO 12.79           0
## 2622                            BUSINESS LOAN         NY 24.21           2
## 2623                            consolidation         CA 19.57           0
## 2624              Business Loan for Inventory         CA  4.78           0
## 2625      lower interest rate on credit cards         TX 18.47           1
## 2626                                Refinance         GA 24.02           0
## 2627                         Home Improvement         MD  7.13           0
## 2628                       Debt consolidation         FL 19.42           0
## 2629                                     Loan         HI 21.14           0
## 2630                       Debt consolidation         FL 23.33           0
## 2631                        Short Investments         LA 20.98           1
## 2632                             Lending Club         TX 23.92           0
## 2633                           Major purchase         GA 11.95           0
## 2634                  Credit card refinancing         NY  8.08           0
## 2635                       Debt Consolidation         LA 11.14           0
## 2636                       Debt Consolidation         NY 12.37           0
## 2637                       Debt consolidation         NY 22.56           0
## 2638                                  my loan         OH 16.76           0
## 2639                       debt consolidation         WA 29.45           2
## 2640                                Debt Free         HI 16.71           0
## 2641                        bill consoldation         SC 19.68           3
## 2642                       Debt consolidation         CA 25.84           0
## 2643    Credit Card/Dental Bill Consolodation         NJ 28.15           0
## 2644                       loan consilidation         NV 13.21           0
## 2645                        Garage conversion         SC 12.92           0
## 2646                                Boat Loan         FL  9.84           5
## 2647                       Debt Consolidation         CO 21.48           1
## 2648            Pay off US Bank credit cards!         WI 11.98           2
## 2649                         Better rate Loan         CA 13.60           0
## 2650                       Debt Consolidation         CA 15.29           0
## 2651                                   Loan 2         VA 20.01           0
## 2652                       Debt Consolidation         OH  8.07           0
## 2653                     Credit Cards pay off         FL 18.45           0
## 2654                       Debt consolidation         OH 17.03           0
## 2655                            Consolidation         NC 21.25           0
## 2656           BECOMING DEBT FREE AND HEALTHY         AZ 24.13           0
## 2657                         home improvement         TX 15.18           0
## 2658                            $consolidate$         WA 16.13           0
## 2659                       Debt consolidation         CA 11.37           0
## 2660                                Debt loan         IL 23.19           0
## 2661          Total Debt consolidation part 2         VA 21.04           0
## 2662                     Improving for resale         VA  9.74           0
## 2663                       Debt consolidation         NY 13.73           0
## 2664                       Debt consolidation         VA 17.17           0
## 2665                                 New Home         PA 12.93           3
## 2666                             Pay off debt         MI 11.96           0
## 2667                                Best Rate         AL 27.14           1
## 2668                       debt consolidation         NM 29.97           0
## 2669                                  bowflex         NC 24.08           0
## 2670                      Debt consolidation          IN 15.10           0
## 2671                       Debt consolidation         NY 16.82           0
## 2672                            Consolidation         OK 27.25           0
## 2673                 credit card consoldation         MA  9.23           0
## 2674                       Debt consolidation         CA 15.12           3
## 2675                                  freedom         HI  4.34           0
## 2676                       Debt consolidation         VA 24.19           6
## 2677                    help me from drowning         PA 23.46           2
## 2678                        debt consolidator         WA 18.49           0
## 2679 I am looking to pay off my credit cards.         IL 15.20           0
## 2680                     Debt Consolidation 1         CA 23.59           0
## 2681                            PERSONAL LOAN         OK 16.94           0
## 2682                                CC payoff         CO 25.40           1
## 2683                             Credit cards         CA 11.60           0
## 2684                        Lower my interest         WI 15.61           0
## 2685                            Personal loan         PA  7.23           1
## 2686                       Debt consolidation         CA 10.90           5
## 2687                       Debt consolidation         MI 23.40           0
## 2688                       Debt consolidation         KS 19.31           0
## 2689                            consolitation         MD 25.92           2
## 2690                       Debt Colsolidation         TX 16.70           0
## 2691                       Debt consolidation         MI 33.07           0
## 2692                              Solar water         FL  6.52           1
## 2693                        mylendingclubloan         NY 33.29           0
## 2694                            Vacation Loan         TX 26.83           0
## 2695           lending club pay off/ car loan         AZ 22.06           0
## 2696                       Debt Consolidation         RI 22.36           0
## 2697                Credit Card Consolidation         AZ 15.23           0
## 2698                       Debt Consolidation         NV 17.49           4
## 2699                      credit card pay off         NV  9.73           1
## 2700                  Credit card refinancing         CA 11.38           0
## 2701                Debt Consolidation Needed         KS 21.50           0
## 2702                       Debt Consolidation         NY 13.68           1
## 2703                                     refi         WA 18.29           1
## 2704                                  LC LOAN         NJ  0.57           0
## 2705                        Payoffcreditcards         CA 10.22           0
## 2706                                 personal         RI 23.44           0
## 2707                                    Other         NY  9.47           0
## 2708                            Personal Loan         AR 17.65           0
## 2709                         Medical expenses         AL 11.48           0
## 2710                       Debt consolidation         MA  7.84           0
## 2711                       Debt consolidation         NY 11.03           1
## 2712                       Debt consolidation         IL  6.09           0
## 2713                            consolidation         VA 21.03           0
## 2714                  Credit card refinancing         CT 27.56           0
## 2715                  Credit card refinancing         GA 11.58           0
## 2716                       Debt consolidation         NY 17.82           0
## 2717                                    Other         CA  6.99           1
## 2718                    Home Improvement Loan         NJ  7.35           0
## 2719                       Debt consolidation         NJ 19.56           0
## 2720                   Lending Club Refinance         NJ 17.57           0
## 2721                              credit card         WA 11.76           0
## 2722                             Credit Cards         DE 12.49           3
## 2723                    Credit card refinance         IL 12.98           0
## 2724                                Visa debt         CA  6.56           0
## 2725                         Medical expenses         CA 10.94           0
## 2726                                 CC Bills         RI 12.39           1
## 2727                                  CC refi         CA 22.22           0
## 2728                                lucky day         NJ  6.01           0
## 2729                       Credit card payoff         OH 19.05           0
## 2730                       Debt consolidation         PA 26.32           0
## 2731                      Dept consolidation          DE 17.13           1
## 2732                       Debt consolidation         VA 28.62           0
## 2733                       Debt consolidation         CA 15.42           1
## 2734                             CC Repayment         FL 13.98           0
## 2735                             Debt Be Gone         TX 17.96           0
## 2736                           home loan help         IN 11.37           1
## 2737                         debt conslidatin         OR  6.98           0
## 2738                               first loan         CA 22.35           0
## 2739                            consolidation         FL 12.54           0
## 2740                           You're Awesome         TN 25.22           0
## 2741                       Dept Consolidation         SD 26.48           0
## 2742                            MyLoanAccount         NV 25.95           1
## 2743                           Major purchase         NY 13.63           0
## 2744                  Credit card refinancing         OH 21.94           0
## 2745                       Debt Consolidation         GA 32.50           0
## 2746                   Consolide Credit Cards         MA  8.49           0
## 2747                              Credit ReFi         TN 26.13           0
## 2748                  Credit card refinancing         WA 23.00           1
## 2749                       vacation and other         OR 29.54           0
## 2750                             Dept Pay Off         OK 31.38           0
## 2751                      One payment a month         CA 19.40           0
## 2752                 Consolidate Credit Cards         IL 22.51           0
## 2753                                 Recovery         CA 29.44           1
## 2754                            Car financing         CA  5.86           0
## 2755                         Credit Refinance         WA 12.73           0
## 2756                              The Big One         CO  9.18           0
## 2757                                 Catch-Up         PA 25.66           1
## 2758                                     loan         AZ 15.42           0
## 2759                          Engagement Ring         VA  3.85           0
## 2760                             One Creditor         IL 10.19           0
## 2761                              Debt Payoff         IL  6.38           1
## 2762                               BLESSEDRWE         NH 10.39           0
## 2763                       Debt Consolidation         VA 15.00           0
## 2764                             Freedom loan         GA 15.20           0
## 2765                         credit card loan         NC 28.10           0
## 2766                       Debt consolidation         PA 11.25           1
## 2767                                Back Yard         VA 11.48           0
## 2768                       Deby consolidation         CT 15.29           0
## 2769                       Debt consolidation         GA 12.46           0
## 2770                                 Business         TX  5.47           0
## 2771                                 Personal         OR  9.11           0
## 2772                       debt consolidation         OH 14.48           0
## 2773                     Credit Consolidation         CA 12.99           0
## 2774                       Debt consolidation         TX 20.47           0
## 2775                       Credit card payoff         MI 14.91           1
## 2776                         Credit Card Refi         TN  9.71           0
## 2777                      Debt Reduction Loan         PA 27.91           0
## 2778                       Credit Card Payoff         OK 28.95           0
## 2779                              Consolidate         TX 12.57           0
## 2780                            Helpmemovemom         CT 16.51           0
## 2781                         Consolidate debt         CA 12.05           0
## 2782     Engagement Ring and Credit Card Debt         IL 21.19           0
## 2783                       Debt consolidation         AZ 27.83           0
## 2784                             A GOOD START         SC 18.49           0
## 2785                       Freedom Refinance          NC 24.54           0
## 2786                       Debt consolidation         NY 29.82           1
## 2787                                help loan         CA 28.95           0
## 2788                                  Medical         TX 31.88           0
## 2789                       Credit Card Payoff         SD 10.90           0
## 2790                       debt consolidation         NJ  7.05           0
## 2791                                Next loan         OK  9.97           1
## 2792                       Debt consolidation         NY 10.40           4
## 2793                          cedit card loan         CA 13.39           0
## 2794                  Credit card refinancing         CO 12.51           0
## 2795               TOTAL CREDIT CARD PAY OFFS         NY  8.88           0
## 2796                                  My Loan         FL 13.76           0
## 2797                       Debt consolidation         VA 32.99           0
## 2798                  Vechicle pay off amount         OH 28.43           0
## 2799                         Home Improvement         NJ 20.09           1
## 2800                       Debt consolidation         TX 21.39           0
## 2801                        Tax/credit payoff         MD 11.76           0
## 2802                       Debt consolidation         KY 34.66           1
## 2803                    Credit Consolidation          AL 22.27           0
## 2804                                  BALANCE         NJ 25.43           0
## 2805                        DebtConsolidation         NV 34.45           0
## 2806                            consolidation         FL  3.33           0
## 2807                       Debt consolidation         NY 12.21           0
## 2808                    Credit Card Refinance         PA 24.72           0
## 2809                                 Number 1         NY 25.11           1
## 2810                              credit pay          CA 16.25           0
## 2811              Our Last Consolidation Loan         TX 29.40           0
## 2812                       debt consolidation         CA  8.90           0
## 2813                  Credit card refinancing         AZ 13.36           0
## 2814    pay off high interest credit cards- 4         CA 21.83           0
## 2815                       Debt consolidation         LA 24.57           0
## 2816        Repayment of doctors bills & CC's         CA  7.05           0
## 2817                                  payoffs         DC 31.15           0
## 2818                            Consolidation         GA 12.98           0
## 2819                          Fresh Start 101         PA 21.38           0
## 2820                            consolidation         MD 21.71           0
## 2821                            Personal Loan         NY 13.52           0
## 2822                             Credit Cards         PA 11.71           0
## 2823                  Credit card refinancing         IL 18.86           0
## 2824                    Credit Card Refi Loan         IL 18.83           0
## 2825                              Help family         VA  9.29           0
## 2826                   get rid of large debts         AZ 14.16           0
## 2827                       credit card payoff         WI 17.41           1
## 2828                                  CC Refi         GA 12.65           0
## 2829                  Credit card refinancing         AZ 25.59           0
## 2830                       Consolidation Loan         CA 19.91           0
## 2831                     making life simpler          IL 24.53           0
## 2832                              Payoff Debt         CA  9.04           0
## 2833                                  Freedom         CA 33.12           2
## 2834                    Credit card refinance         TX 21.71           1
## 2835                       Debt Consolidation         KY  5.82           0
## 2836                  Credit card refinancing         CA 29.82           0
## 2837                       Debt consolidation         NV 31.71           4
## 2838     Term Loan for credit card refinance          TX 19.29           0
## 2839                       Debt consolidation         CA  1.73           0
## 2840                              Payoff Loan         TX  9.36           0
## 2841                       Debt consolidated          FL 16.30           1
## 2842                Credit Card Consolidation         NY 31.06           0
## 2843                                Debt loan         FL 26.51           0
## 2844                       Debt Consolidation         NJ 23.37           0
## 2845                           Card refinance         AZ 26.05           0
## 2846                              LendingClub         WA 11.83           0
## 2847                  debt consolidation loan         NJ 12.82           0
## 2848                                 bail out         OH  0.87           0
## 2849                         HVAC  - GAS PAck         NC 18.43           0
## 2850                          get out of debt         NY 16.06           0
## 2851                       Debt consolidation         NY 14.80           0
## 2852                    CREDIT CARD REFINANCE         OR 20.16           0
## 2853                            vacation loan         CA 23.97           0
## 2854                         Last Time Around         VA 31.71           0
## 2855                  Credit card refinancing         CA 10.16           0
## 2856                                Boat Loan         FL  8.10           0
## 2857                       Credit card payoff         VA  5.05           0
## 2858                             conslidation         IN 21.08           0
## 2859                       Credit Card Payoff         TX 24.95           0
## 2860                                  hyundai         NJ  8.40           0
## 2861                       Debt consolidation         MN 21.74           0
## 2862                            land purchase         NC 19.04           0
## 2863                       Debt Consolidation         GA 14.10           0
## 2864                                 payitoff         TX  5.80           0
## 2865                       debt consolidation         NC 34.50           0
## 2866       Home improvements and Pay of Bills         MA 20.83           3
## 2867                       Debt consolidation         OR  6.36           0
## 2868                    Personal credit cards         CA  8.73           0
## 2869                                     debt         MN 18.51           0
## 2870                                   Credit         TX 21.18           0
## 2871             Tired of high interest rates         CA 21.54           7
## 2872         Business Debt Consolidation Loan         CA  3.17           0
## 2873 replace roof and pay off additional debt         IL 18.11           0
## 2874                  PAYING OFF CREDIT BILLS         NJ 31.83           0
## 2875                                 Expenses         NY 11.04           1
## 2876           A Post-Grad School Clean Slate         GA  6.18           0
## 2877                       Debt consolidation         IN 16.32           0
## 2878                  Credit card refinancing         NJ  9.44           1
## 2879                           Kitchen repair         FL 10.22           0
## 2880                         Credit Card Refi         VA 27.67           0
## 2881                               CC Console         IL 17.20           1
## 2882                                   dilema         NY 32.46           0
## 2883                              Consolidate         CA 25.80           0
## 2884                                  Freedom         MN  8.69           0
## 2885                            Consolidation         CA 10.66           1
## 2886              Pay off those credit cards!         TX  8.46           0
## 2887                       Debt consolidation         TX 24.19           0
## 2888                                     debt         SC  9.50           0
## 2889                    CC Consolidation loan         OH 15.87           0
## 2890                    Credit card debt gone         OH 23.48           0
## 2891                       Credit card payoff         MN  5.31           0
## 2892                 Help me get out of debt!         CA 18.87           0
## 2893                   Credit Card Refinacing         FL 17.41           0
## 2894                            Consolidation         WI  7.70           0
## 2895                            Credit Payoff         OK 26.43           0
## 2896                       Debt consolidation         MO 20.14           2
## 2897                  Credit card refinancing         TX 12.13           0
## 2898                        Get back on track         IN 14.40           0
## 2899                       Debt consolidation         TX 17.77           0
## 2900                                  pay off         IL 10.58           0
## 2901                         Pay credit card          CA 11.08           0
## 2902                     Pay off credit cards         NV 20.03           0
## 2903                     Debit Consolidation          SC 13.42           0
## 2904                       debt consolidation         OR 26.28           0
## 2905                       Debt consolidation         IL 17.77           0
## 2906                           Credit payment         IL 13.75           0
## 2907                  Credit card refinancing         CA  3.37           0
## 2908                     All outstanding debt         AK 17.52           2
## 2909                       credit card payoff         PA 18.00           0
## 2910                    Moving and relocation         MO  9.97           0
## 2911                             Credit Cards         OR 19.67           0
## 2912                    Credit Card repayment         NY 22.57           0
## 2913                        Peer-to-Peer Loan         CA  4.63           0
## 2914                            Car financing         CA 16.80           0
## 2915                    Credit Card Refinance         VA 18.36           0
## 2916                     Horrendous Vet bill          MI 13.35           0
## 2917         Cnsolidation and home improvment         IL 19.72           0
## 2918                                02 Harley         OH 18.24           2
## 2919                       Consolidation loan         PA 15.18           0
## 2920                       Debt Consolidation         PA 16.90           0
## 2921                       Debt Consolidation         GA 15.07           1
## 2922                        I'm good for it!          NY 33.30           0
## 2923                       Debt consolidation         NJ 20.34           0
## 2924                    Credit Card Refinance         PA 26.19           0
## 2925                             Credit Cards         NV  7.46           1
## 2926           Out of Dept Consolidation Loan         MI 25.53           0
## 2927                             Debt payment         GA 17.97           0
## 2928                          Goodbye to debt         VA 19.02           0
## 2929                       debt consolidation         TX 17.70           1
## 2930                            CreditCardsNG         CT 26.58           0
## 2931                       Debt Consolidation         GA 28.58           0
## 2932                       Debt consolidation         CA 13.82           0
## 2933                       Credit card payoff         WI 13.97           0
## 2934                  Debt Consolidation Loan         PA 13.13           0
## 2935                   My Lending Club Loan 1         AZ  3.27           0
## 2936                              Moving loan         HI  7.13           0
## 2937                                   Loaner         NY 14.51           0
## 2938                            Consolidation         IN 22.70           0
## 2939                          CCConsolidation         OH  9.98           0
## 2940                       Debt consolidation         PA 18.05           0
## 2941                              consolidate         TX 18.28           0
## 2942                                  cc refi         CA 18.55           0
## 2943               Credit Card Reconciliation         OH 19.08           0
## 2944                       debt consolidation         IL 24.15           0
## 2945                                thank you         CT 10.42           1
## 2946                              Credit Card         VA 15.97           0
## 2947                      help me credit debt         KS 24.74           1
## 2948           Credit Card Debt Consolidation         CA 22.65           0
## 2949                       Debt Consolidation         IL 32.58           0
## 2950                Credit card consolidation         NY 20.68           0
## 2951             Home Repairs for Mom and Dad         VA  3.58           0
## 2952                         credit refinance         TX 11.36           1
## 2953                       Debt Consolidation         PA 25.46           0
## 2954            I want to pay my credit cards         FL 27.57           0
## 2955                                     mine         IL  9.80           0
## 2956                           Credit finance         NJ 18.42           1
## 2957                                  Get it          TX 12.49           1
## 2958                            consolidation         IN 26.55           0
## 2959         Personal Debt Consolidation Loan         OH 12.04           0
## 2960                               Pay It Off         NY 25.76           0
## 2961                  Credit card refinancing         CA 33.56           0
## 2962                            debt pay down         IN 26.00           4
## 2963                                    Bath&         CA 15.94           0
## 2964                            PAY OFF BILLS         NY 12.07           0
## 2965                              a new start         NY 20.79           0
## 2966                       Becoming Debt Free         GA 19.31           2
## 2967                             Credit Cards         CA  6.79           0
## 2968                            Consolidation         CA  5.34           0
## 2969                       Debt consolidation         MA 13.63           0
## 2970                  Credit card refinancing         NJ 32.43           0
## 2971                              consolidate         WA  8.20           0
## 2972                               Debt Redux         IL  7.54           2
## 2973                                     debt         CA  5.38           0
## 2974                       Debt Consolidation         TN  7.66           1
## 2975                    Personal Improvements         TN 26.38           2
## 2976                  Credit card refinancing         OH 24.47           0
## 2977                                   Help 1         PA 29.40           0
## 2978                          creditcard loan         OK 13.61           0
## 2979                                The Fixer         CA 17.53           0
## 2980                              CONSOLIDATE         MD 25.14           0
## 2981                                DEBT FREE         NC 20.74           0
## 2982                             Creidt Cards         CA 30.07           0
## 2983      Pay off credit cards and bank loans         WV 22.55           0
## 2984                        credit cards gone         CA 16.10           0
## 2985                            Consolidation         NV  6.94           0
## 2986                       Debt consolidation         VA 23.77           1
## 2987                                Debt down         OH 11.74           0
## 2988                       Debt Consolidation         TX 15.20           0
## 2989                                THANK YOU         FL 21.74           0
## 2990    Debt consolidation & Home improvement         WA  8.75           0
## 2991   Above water- All credit cards paid off         PA 29.67           0
## 2992                    Credit Card Refinance         MA 34.27           0
## 2993                  Credit card refinancing         PA 14.68           0
## 2994                           lower interest         OH 19.54           0
## 2995                Credit Card Consolidation         GA 14.83           0
## 2996                                Debt loan         CA  8.66           0
## 2997                               onepayment         CA 10.62           0
## 2998                       Debt consolidation         MN 23.83           0
## 2999                             Credit Cards         TX 28.34           0
## 3000                    Credit consolidation          NY  9.17           0
## 3001 PAYS OFF ALL DEBT-CLOSE ALL CC START NEW         FL 21.86           2
## 3002                             Credit Cards         CO  7.20           1
## 3003     Dept for personal debt consolidation         MN 21.07           0
## 3004                              Get Control         WI  8.75           0
## 3005                                  Believe         OH 15.15           0
## 3006                         Home improvement         PA 20.56           0
## 3007                                 Paydown          FL 31.80           0
## 3008                             credir cards         FL 22.91           1
## 3009                       Debt Consolidation         FL 25.33           0
## 3010                           Major purchase         PA 27.24           0
## 3011                                     debt         CA  8.95           0
## 3012                                debt help         TN 25.56           0
## 3013                  Credit card refinancing         OK 22.46           0
## 3014                                  Wedding         CA 14.19           0
## 3015                       Debt consolidation         IN 26.14           0
## 3016                       Debt consolidation         AZ 24.66           0
## 3017                      Credit Card freedom         FL  2.54           0
## 3018                      DEBT CONSOLIDDATION         FL 33.25           0
## 3019                     No More Credit Cards         NV  7.72           0
## 3020       Christmas Shopping and Debt Payoff         MN 29.87           0
## 3021                       Debt consolidation         CA 13.61           0
## 3022                       Debt consolidation         CA 16.93           0
## 3023                            Money Working         MD 21.18           0
## 3024                         Home improvement         NY  5.30           0
## 3025                  Credit card refinancing         NV 16.86           0
## 3026                                  My loan         CA 22.15           0
## 3027 Consolidate debt and streamline finances         IN 19.11           0
## 3028                       Debt consolidation         IN  8.83           2
## 3029                     Credit Cards begone!         IL 17.58           0
## 3030                        Refinance credit          PA 32.47           0
## 3031                       Debt consolidation         CA 14.22           0
## 3032  Pay Off Credit Cards, Home Improvememts         OH 17.11           1
## 3033                            Consolidation         WA 12.77           0
## 3034                       Debt consolidation         OK 19.32           0
## 3035                Credit card consolidation         TX 23.20           0
## 3036                    Credit Card Refinance         NJ 22.71           0
## 3037                       Credit Cards Gone!         CA 32.83           0
## 3038                         Home Improvement         MA 13.64           0
## 3039                       Credit Refinancing         MA 24.52           0
## 3040                         card refinancing         MI  6.12           0
## 3041                              consolidate         MA 12.62           0
## 3042                                Card Loan         CA 11.95           0
## 3043                              Credit card         WA 23.76           0
## 3044                                    bills         CO 13.94           0
## 3045                                  persona         CA 28.83           0
## 3046                       Debt Consolidation         MI 10.80           0
## 3047                  Credit card refinancing         WA 22.20           0
## 3048                              credit card         OH  7.99           0
## 3049                                     ring         IL 14.02           1
## 3050                            Credit Cards          MA 26.73           0
## 3051       To Pay off and cut up credit cards         WI 28.52           0
## 3052                       Debt Consolidation         CA 22.62           1
## 3053                                     Visa         PA 19.60           0
## 3054                                MOVINGFEE         VA  6.78           0
## 3055                       Debt consolidation         CA 24.66           0
## 3056                       debt consolidation         MI 12.35           0
## 3057                              Roof Repair         PA 11.29           5
## 3058                      Lower Interest rate         TX 17.30           0
## 3059                            Consolidation         FL 14.66           0
## 3060                Credit Card Consolidation         CA 28.39           0
## 3061                       Debt consolidation         VA 16.73           0
## 3062                         My Help with CCs         NJ  4.55           0
## 3063                                Debt free         KY  9.73           0
## 3064                       Debt consolidation         GA 26.36           0
## 3065                         Home Improvement         TX  3.28           1
## 3066                           Major purchase         TX 20.54           0
## 3067                                    Other         FL 12.36           0
## 3068                         consolidate debt         OH 18.01           0
## 3069        Reduceing credit card debt to one         MI 21.73           0
## 3070                                  DC Loan         IN  9.10           0
## 3071                              consolidate         TX 10.60           0
## 3072                            Consolidation         WI  9.56           0
## 3073                       Credit Card Payoff         NY  5.41           0
## 3074                            Consolidation         PA 10.43           0
## 3075                                    Boat          CA 16.00           1
## 3076                                New start         CA 20.10           0
## 3077                       Debt Consolidation         MA 29.89           0
## 3078                    Moving and relocation         CA 11.86           0
## 3079                             Console Loan         NY 23.10           0
## 3080                         home improvement         VA 25.98           0
## 3081                               Enterprise         TX 10.40           0
## 3082                         Get Out of Debt!         TX 14.64           0
## 3083                Credit Card Refi/Personal         IL  8.06           0
## 3084                                Refinance         WA 34.32           0
## 3085                       Debt consolidation         MI 14.69           0
## 3086                        Show me the money         CA 17.79           0
## 3087                                     Club         NV 20.48           0
## 3088                         Credit card Loan         UT 14.77           0
## 3089                       Debt consolidation         CO 29.73           0
## 3090                  Debt consolidation loan         VT 10.27           1
## 3091                       Debt consolidation         FL 15.03           0
## 3092           Paying Off My Credit Card Debt         LA 13.20           0
## 3093                              Debt Payoff         CA 10.17           0
## 3094                  Credit card refinancing         FL 17.45           0
## 3095           Credit card stress relief loan         OK  5.54           0
## 3096                              debt payoff         NV 25.46           0
## 3097                Credit Card Consolidation         CA  2.88           0
## 3098                       Debt consolidation         WA 15.61           0
## 3099                         credit card loan         FL 22.54           0
## 3100                                Home Plan         CA  3.27           0
## 3101                       Debt Consolidation         NV 29.12           0
## 3102                       Debt Consolidation         FL 11.61           0
## 3103                           Consolidation          CA 15.68           0
## 3104                       Debt Consolidation         SD 29.87           0
## 3105                            personal loan         FL 25.09           1
## 3106                       Debt consolidation         OH 18.20           0
## 3107                       Debt consolidation         VA 26.74           0
## 3108                            Consolidation         CA 21.48           2
## 3109                      Pay Off Other Debts         SC 18.27           0
## 3110                   Multiple debet payoffs         MN  8.98           0
## 3111   Debt Consolidation & Personal Business         OR 28.94           0
## 3112                     credit consolidation         TX 19.26           0
## 3113                                 My Money         NJ  6.24           0
## 3114                       Debt Consolidation         FL 25.63           0
## 3115                               Save Money         NJ 27.95           0
## 3116                           Better Credit          CA  9.23           0
## 3117                       debt consolidation         NY 11.46           0
## 3118                              Consolidate         PA 19.17           0
## 3119     debt consolidation and home expenses         MI 33.65           3
## 3120                            Clean Up Fund         PA 22.32           0
## 3121                       Debt consolidation         VA  4.75           0
## 3122                              Care Credt          CA 18.28           0
## 3123                      Purchase Assistance         NY 14.20           0
## 3124             Welth through debt reduction         CO 20.09           0
##      inq_last_6mths mths_since_last_delinq open_acc total_pymnt total_rec_int
## 1                 1                     NA        9   14346.479       2346.48
## 2                 1                     NA       15   13988.610       1988.61
## 3                 0                     34        8   17146.725       2146.73
## 4                 0                     64       17   14139.910       5235.93
## 5                 1                     NA       14   48388.690      16563.69
## 6                 0                     54       13   38867.154       8867.15
## 7                 0                     41       15   17466.367       3466.37
## 8                 2                     14       18    8161.483       1911.48
## 9                 0                     NA        9   13688.541       2488.54
## 10                0                     75        6    8625.652       1425.65
## 11                0                     68        7    7518.810        893.81
## 12                2                     68       10   16708.003       6708.00
## 13                0                     NA       15   23849.270       3849.27
## 14                1                     25       11   13023.070       6525.84
## 15                1                     66       13   25805.131       3255.13
## 16                1                      5       13   10697.130        697.13
## 17                0                     40       13    6095.732       1345.73
## 18                1                     35       13    6619.110       1119.11
## 19                2                     45       14   18388.350       3138.35
## 20                0                     NA       11   42363.335       7363.34
## 21                0                      3        9   25007.154       5007.15
## 22                0                     NA       12    4582.260        832.26
## 23                0                     46        8    7396.250       1396.25
## 24                2                     NA       14   40059.900       5059.90
## 25                1                     48        8    5747.575        247.58
## 26                0                     61        5    8465.800       1465.80
## 27                0                     66        8    5520.900        470.90
## 28                2                     NA        6    8589.910       2492.89
## 29                1                     NA        6   15218.830       4465.16
## 30                2                     NA        4    5584.180       1284.18
## 31                0                     NA       18   24762.110       3562.11
## 32                0                     47        7   17618.370       2618.37
## 33                1                     47       15   29206.670       4156.67
## 34                0                     45       22   35420.789      14220.79
## 35                0                     43        9   31782.589       6307.59
## 36                0                     NA        9   31970.760       3970.76
## 37                0                     NA       18   41517.780      10767.78
## 38                0                     NA       10    5690.560        390.56
## 39                1                     NA       16   19960.820       4960.82
## 40                0                     37       19    3022.250         22.25
## 41                0                     NA        8   21936.650       3711.65
## 42                2                     67        8    7012.930       2381.38
## 43                0                     40        9   17704.870       2104.87
## 44                0                     50       10   34154.060       4154.06
## 45                1                     66       11    8669.526        794.53
## 46                0                     14       15   18470.030       1920.03
## 47                0                     NA       12   22005.590       4865.10
## 48                0                     23       11   12110.354       2110.35
## 49                0                     64        9   21698.534       4198.53
## 50                1                     NA       10    5981.860       2586.61
## 51                1                     NA       13   10881.480       1431.48
## 52                1                     46       13    9469.650       2059.52
## 53                1                     78       21   11555.770       1555.77
## 54                3                     NA       20   24374.023       8374.02
## 55                1                     45       14   29161.099       1161.10
## 56                0                     NA        9    8653.005        653.01
## 57                0                     56        6   34889.430       7314.43
## 58                2                     NA       13    9503.350       1503.35
## 59                0                     18       12   13556.240       2356.24
## 60                0                     NA        8    9872.480       5309.36
## 61                0                     NA       22   24869.929       2369.93
## 62                1                     67        8    4656.260       1093.55
## 63                0                     64       13   10444.000       1925.22
## 64                0                     NA        5   10409.271       1809.27
## 65                3                     10        7   22339.238       1339.24
## 66                1                     NA       15   26199.550       5199.55
## 67                3                      6       11   10606.950       2606.95
## 68                1                     12       10   12828.800       7910.37
## 69                0                     46        7    7324.330        324.33
## 70                1                     NA       12    2404.940        404.94
## 71                0                     NA        5    5715.558        715.56
## 72                3                     NA       11    9861.180       1861.18
## 73                0                      5       11   10454.110        454.11
## 74                1                     NA        6   12690.770        690.77
## 75                0                     12       14   14760.498       2760.50
## 76                0                     NA       10   48822.655      13822.65
## 77                3                     50       23   21104.779        304.78
## 78                1                     NA       10   13458.430       6032.39
## 79                1                     NA        6   16825.436       4825.44
## 80                0                     52       10   14510.540       2510.54
## 81                1                     NA        9   30072.100       5497.10
## 82                0                     NA       13    6571.050       1136.35
## 83                1                     40        8   30478.103       6478.10
## 84                0                     NA       12   19805.500       1805.50
## 85                1                     26        9    7920.140       2901.73
## 86                0                     NA        6    8693.040       1493.04
## 87                0                     NA       12   17484.470       5985.07
## 88                0                      5        7   13063.560       3063.56
## 89                1                     NA        7    4278.160       1230.31
## 90                0                     NA       11    3298.666        298.67
## 91                2                     76       17   27728.400       3328.40
## 92                0                     71        8    9914.340        914.34
## 93                1                     NA       10   11472.890       1472.89
## 94                0                      3       15   28977.024       9977.02
## 95                0                     NA       18   20928.837       5928.84
## 96                0                     NA        6    7866.540       2288.63
## 97                0                     23       16   19593.609       1593.61
## 98                1                     NA       12   28899.400       2099.40
## 99                1                     34       12   30589.314       5589.31
## 100               0                     NA       15   30750.760      14273.21
## 101               0                     45        7   10605.783       1605.78
## 102               0                     21       17   52178.849      17178.85
## 103               1                     NA       18   13429.720       2179.72
## 104               0                     NA        4    8765.414        765.41
## 105               2                     38       14   28179.990       5179.99
## 106               0                     45       12   15662.640       1262.64
## 107               0                     65        7    7376.526        376.53
## 108               1                      8       10   18496.784       2496.78
## 109               1                     58       10    1196.960        367.99
## 110               0                     66       14   17808.310       1808.31
## 111               1                      8       25   11349.750       1349.75
## 112               1                     NA        8   11560.462       1560.46
## 113               2                     47       10   21543.010       3543.01
## 114               1                     NA        6    3615.400        677.34
## 115               0                      8       11   22732.280      10309.82
## 116               0                     NA       15   11992.915       2242.92
## 117               2                     24        8   24065.033       3940.03
## 118               0                     35       21   27434.012       3434.01
## 119               1                     45       12   16735.414       2735.41
## 120               1                     NA       15   15427.900       3427.90
## 121               0                     10        8   38517.958      10517.96
## 122               0                     40        8   31410.643       3410.64
## 123               0                     NA        6   14637.460       2637.46
## 124               0                     49       10   28317.370       6592.37
## 125               0                     NA        9   22699.792       4824.79
## 126               1                     NA       12   25781.820       3781.82
## 127               1                     NA       31   29304.817       8304.82
## 128               3                     NA       14    9149.170       2049.17
## 129               0                     NA        5   13461.692       1461.69
## 130               1                     59       11    6193.070       1193.07
## 131               2                     NA        9   30554.779       5554.78
## 132               0                     49       13   23326.330       5826.33
## 133               0                     NA       11   11218.062       1218.06
## 134               2                     NA       15   14035.680       3434.44
## 135               0                     NA       13   13932.979       2532.98
## 136               0                     NA       15   26021.440       8546.44
## 137               0                     NA       11   19962.040       1962.04
## 138               0                     NA       10   17689.100       1689.10
## 139               1                     NA       18   17491.400       8023.34
## 140               1                     NA        9   13956.120       2556.12
## 141               0                     53        9   11178.784       1178.78
## 142               0                     NA        5    3051.510         51.51
## 143               4                     NA       15    8230.398       1030.40
## 144               2                     NA        9    5445.580       1307.23
## 145               0                     NA       11   27909.399       7909.40
## 146               0                     47        7    8092.329       1092.33
## 147               2                     NA       10   12488.965       2488.96
## 148               2                     13       12   24951.901       4951.90
## 149               0                     34        6    9833.860       1833.86
## 150               0                     20       11    9840.304       1840.30
## 151               0                     NA       14   13404.137        179.14
## 152               1                     NA       17   11429.214       2429.21
## 153               1                     NA       13   13236.165       3236.17
## 154               0                     NA        6   19332.209       1332.21
## 155               2                     38        9    9800.190       2800.19
## 156               0                     26       22   28693.029       4693.03
## 157               2                     30       21    6133.550       2825.12
## 158               2                     NA       14    9777.529       1777.53
## 159               1                     17       12   15344.850        269.85
## 160               1                     12       12    7735.650       1585.65
## 161               2                     NA        8    7069.630       1069.63
## 162               1                     23       14   16638.940       2638.94
## 163               0                     19       23   11099.910       1099.91
## 164               0                     51        7   16782.990       2382.99
## 165               0                      9        9   31597.230       3597.23
## 166               3                     NA       13   24504.947       4720.97
## 167               0                     NA       15   12071.640       3881.69
## 168               0                     45       11   17222.920       2222.92
## 169               3                     10       25    9027.530       1827.53
## 170               0                     NA       10   28618.420       3618.42
## 171               2                     NA        8   17177.810       2177.81
## 172               0                     26        9   19727.040       2727.04
## 173               0                     45       12   10357.000       2357.00
## 174               3                      3        8    9143.052       1943.05
## 175               2                     NA       13   24214.730       4214.73
## 176               0                     10       12   11433.547       1433.55
## 177               1                      7        8    6558.930       2778.05
## 178               0                     74       11   33230.216       3730.22
## 179               0                     23       13   15377.890       3377.89
## 180               0                     NA       12   23161.700        761.70
## 181               3                     NA       15    7742.350       3170.51
## 182               0                     69       12   21210.330       1210.33
## 183               0                     48       11   12104.120       2265.04
## 184               3                     38       12    8368.920       1894.55
## 185               0                     NA       11   19488.834       4488.83
## 186               3                     71        7   14975.727       2975.73
## 187               0                     NA        8   16705.230       1705.23
## 188               1                     33        8   15697.720       1697.72
## 189               1                     NA       27    3123.000        611.48
## 190               1                     39       10    7887.483        987.48
## 191               2                     NA       19   16307.420       1307.42
## 192               0                     77       28    6645.370        245.37
## 193               1                     NA       13   13517.359       1517.36
## 194               1                     NA       10    8733.183       1733.18
## 195               2                      3       19    6143.086        143.09
## 196               1                     23        9    5268.680       1268.68
## 197               1                     39       21   32413.020       4413.02
## 198               2                     NA       15   20557.179       2557.18
## 199               0                     NA       12    3917.945        917.95
## 200               4                     NA       10    3411.240       2221.60
## 201               0                     NA       15   24254.747       7254.75
## 202               1                     NA       16   17033.230       3033.23
## 203               0                     NA       16   33138.541       8138.54
## 204               0                     44        7   14977.580       3288.16
## 205               0                     NA        7   10855.950       1855.95
## 206               1                     66        9   15312.210       3312.21
## 207               1                     NA        5    6599.832       1199.83
## 208               0                     NA        5   17808.320       2808.32
## 209               0                     NA       20   12359.298       1359.30
## 210               2                     NA       14   14779.870       3363.53
## 211               0                     NA       13    7759.380       1259.38
## 212               1                     NA       14   22436.167       2436.17
## 213               2                     NA        9   14728.480       2728.48
## 214               2                     NA       13   27434.760       3434.76
## 215               0                     13       21   19290.069       1290.07
## 216               3                     NA       27   15138.451        138.45
## 217               3                     NA        8    3007.510        709.87
## 218               0                     NA       11   28303.997      10679.00
## 219               2                     NA       10   18794.560       5144.56
## 220               0                     16       13   26154.100       4954.10
## 221               1                     18       14   10609.010       1593.59
## 222               1                     NA        7   15763.400       1763.40
## 223               2                     NA       11    9564.319       1564.32
## 224               0                     NA       18   17282.320       2282.32
## 225               0                     NA       16    5106.360        906.36
## 226               2                      9       13   11949.290       1949.29
## 227               0                     NA       11   12481.356        606.36
## 228               2                     55       10   15736.840       2036.84
## 229               0                     42       23   35952.580       5952.58
## 230               1                     NA       14   19048.789       4048.79
## 231               0                     NA       12   22719.070       2719.07
## 232               0                     22       15   18328.440       1578.44
## 233               1                     NA        8   10999.720       1999.72
## 234               0                     15       20    3867.350        367.35
## 235               1                     NA       12    7380.249       1380.25
## 236               1                     NA        5   22194.186       7194.19
## 237               1                     21        9   12300.443       2300.44
## 238               3                     NA       17    2658.940        658.94
## 239               0                      0       13   26655.240       9575.66
## 240               1                     NA        4   21469.640       3469.64
## 241               1                     NA        8   10380.723       2430.72
## 242               0                     NA       17   18332.940       3360.39
## 243               1                      3       15   20336.220        936.22
## 244               1                     NA        8    5368.452        368.45
## 245               3                     11       13    6051.905       1051.91
## 246               1                     NA        8   11777.450       1777.45
## 247               0                     NA        3   11955.399       1955.40
## 248               0                     11       16   23568.464       3568.46
## 249               1                     NA       16   15341.330       1341.33
## 250               0                     NA        9   16063.800       8549.61
## 251               0                      6       17   23893.555       4468.56
## 252               2                     76       11    6749.194        249.19
## 253               1                     NA       12   22263.420       2263.42
## 254               2                     53        9   24118.040       3443.04
## 255               1                      1       13   12221.912       2221.91
## 256               2                     28       12    3208.291        708.29
## 257               0                     NA       12   27908.784       1933.78
## 258               1                     77       10   13497.770       5422.66
## 259               0                      3       12   11208.186       1208.19
## 260               1                     NA       19   50045.920      15045.92
## 261               0                     NA        7   13936.160       5262.85
## 262               1                     NA       10    9144.903       1144.90
## 263               0                     62       12   28320.407       4320.41
## 264               0                     51       10   12016.236       1016.24
## 265               1                     NA       18    8419.550       1281.14
## 266               1                     NA        9    9528.910       1528.91
## 267               0                     28        7   17676.348       2676.35
## 268               1                     28        6   13101.510       4602.90
## 269               0                     NA       15   12384.250       1866.18
## 270               0                     NA        3   10727.220       1727.22
## 271               1                     NA       10   19592.690       3767.69
## 272               2                      5       14   25755.150       2755.15
## 273               2                     77       10   14191.590       2191.59
## 274               0                     NA       10   52056.128      18631.13
## 275               2                     34        7    3690.473        690.47
## 276               1                     NA        6   16334.980       1334.98
## 277               1                     38       14   33861.445       9861.44
## 278               1                     NA        7   15840.670       5040.67
## 279               0                     NA        9    9045.500       1045.50
## 280               2                     22       11    8875.940       1675.94
## 281               3                     38       14    9888.760       1888.76
## 282               0                     64       15   18565.770       2788.38
## 283               0                     73       12    7525.680        525.68
## 284               2                     NA        7   11418.656       2543.66
## 285               2                     40        5   20460.753        460.75
## 286               3                     NA       37   11309.890       1309.89
## 287               1                     NA       13   15485.470       3485.47
## 288               3                     NA       21   23526.770       2526.77
## 289               0                     46       12   32680.910       2680.91
## 290               1                     NA        8    7860.210       1260.21
## 291               0                     22       14   17146.725       2146.73
## 292               2                     44        4    5310.595       1295.60
## 293               1                     22       14   16558.520       2558.52
## 294               0                     NA        9   10609.590        409.59
## 295               0                     NA       13   21421.280       2871.28
## 296               1                     73        8   33194.400      16504.43
## 297               0                     26       20   20086.295       3986.29
## 298               0                     20        9   35205.120      12477.32
## 299               1                     30        9   15485.160       2485.16
## 300               0                     80       10    4220.100       1220.10
## 301               0                     46       16   16411.777       3161.78
## 302               0                     NA        6   13704.647        704.65
## 303               1                      1       18   13066.480       1046.84
## 304               1                     NA        9   20895.819       5270.82
## 305               4                     72        9    3091.400       1506.57
## 306               2                     61       11   18188.930       3188.93
## 307               0                     NA       16   18393.584       3543.58
## 308               2                     36       11    9111.120       2911.59
## 309               0                     NA       10     611.460        205.50
## 310               2                     NA       14    6063.120       1263.12
## 311               0                     NA        5   16668.590       2568.59
## 312               1                     38        5    4465.190       1151.74
## 313               0                     NA       10   13278.260       4313.81
## 314               0                     NA       32   16579.953       1579.95
## 315               0                     NA        9   18830.770       3365.06
## 316               0                     54       14    2931.400        292.16
## 317               0                     NA       12   41722.610       6722.61
## 318               3                     45        6   22640.524       7640.52
## 319               3                     38       10   10816.261        816.26
## 320               2                     NA       11   12297.650       6809.47
## 321               1                     20       16   20534.143       6534.14
## 322               0                     79       10   10608.490       1733.49
## 323               0                     NA       18    6187.030        787.03
## 324               1                     NA       12   22579.200       2579.20
## 325               0                     77       12   20144.943       2144.94
## 326               1                     NA        7   13124.550       1124.55
## 327               2                     19       12   14666.612        666.61
## 328               0                     NA       19   12170.940       2871.03
## 329               2                      7       12   59636.770      24636.77
## 330               0                     23       16   15767.050        167.05
## 331               0                     39       17   11955.399       1955.40
## 332               1                     NA        8    7178.480        903.48
## 333               1                     41        8    7640.310        140.31
## 334               3                     NA        8   19255.920       3255.92
## 335               3                     NA       11    5738.577        938.58
## 336               0                     NA        8   16509.660       3509.66
## 337               1                     NA       13   15593.430       1093.43
## 338               3                     15       16   15153.133       1028.13
## 339               0                     31       18    5656.720        656.72
## 340               2                     NA       10    6401.790       1416.37
## 341               3                     65       13    2553.700        521.32
## 342               0                     34       10   32464.748       6444.74
## 343               0                      5       10    4468.280       1524.00
## 344               0                     NA       16   30492.200       6492.20
## 345               0                     30       26   37932.780       4932.78
## 346               1                     NA        8   15280.171       3580.17
## 347               1                      6       20   32126.910       6126.91
## 348               1                     NA        9   17986.200       3686.20
## 349               1                     12       13    1725.000        222.20
## 350               0                     NA        8   12941.296       3341.30
## 351               1                     NA       15   32369.372       4369.37
## 352               1                     NA        8   24566.022       6566.02
## 353               0                     NA       10   20576.508       3576.51
## 354               2                     NA       19   10638.000        638.00
## 355               2                     NA       11   12116.033       3241.03
## 356               0                     NA       19   27434.760       3434.76
## 357               0                     36       14   29844.930       4844.93
## 358               1                     NA        8    4616.160       1451.33
## 359               0                     53        9   13631.370       3631.37
## 360               1                     NA        7    6204.560       1104.56
## 361               1                     27       13    8406.260       2406.26
## 362               3                     34       12    3429.750       1268.15
## 363               2                     NA       17   10211.764        211.76
## 364               0                     35        5    7333.147       1333.15
## 365               2                     NA       14   13246.239       1246.24
## 366               1                     NA        8    9357.710       1357.71
## 367               0                     63       15   16134.360       7130.36
## 368               0                     17        9    6929.950        929.95
## 369               2                     NA       10   16643.480       4130.96
## 370               0                     NA        7   20822.123        822.12
## 371               0                     47       20   16837.629        837.63
## 372               0                     NA        9   16435.164       1435.16
## 373               0                      5        8    9838.770       1513.77
## 374               2                     13       10   13519.854       1519.85
## 375               0                     NA        9   22706.816       5687.92
## 376               3                     NA        9   15686.734        686.73
## 377               2                     NA        9    8587.630        587.63
## 378               0                     42        6   11887.170       2087.17
## 379               1                     19       10   47122.860      12055.66
## 380               0                     NA        9    7570.180       1864.33
## 381               1                     21        5   43756.247       8756.25
## 382               0                     NA        6    2774.518        374.52
## 383               0                     50        9   23675.710       3675.71
## 384               0                     NA        9   27558.850       3558.85
## 385               2                     75       10    7650.020       1400.02
## 386               1                     38        7   17980.410       2980.41
## 387               1                     12        8    3239.115         39.12
## 388               1                     11       14   11560.462       1560.46
## 389               1                     17       13   40707.980       6707.98
## 390               1                     27        8   15549.245        549.25
## 391               0                     NA       12   20523.730        523.73
## 392               0                     46       11   17143.143       4543.14
## 393               0                     NA       10   16384.390       1384.39
## 394               1                     NA        8    3069.120         69.12
## 395               0                     62       13   10292.242        842.24
## 396               1                     79        9    8838.142       1338.14
## 397               0                     NA       16   32369.295       4369.29
## 398               1                     NA        8   17256.630      10159.01
## 399               1                     52       12    5513.926        513.93
## 400               0                     26       12   11560.462       1560.46
## 401               1                     NA        4   19397.650       3197.65
## 402               0                     50       11    2820.600        320.60
## 403               1                     63        8    9732.381        732.38
## 404               1                     22       15   11326.960       1126.96
## 405               2                     35        7   20202.136       5202.14
## 406               1                     10       10   41049.187      16049.19
## 407               0                     79        9   40480.191      12480.19
## 408               0                     NA        9   16896.709       1896.71
## 409               0                     NA        6   17940.700        615.70
## 410               0                     77        7    9621.490       3378.27
## 411               0                     NA        8   16897.117       1897.12
## 412               3                     NA       10   14345.380       6620.39
## 413               3                     NA       23   48103.770      13103.77
## 414               0                     NA        9   11783.539       1783.54
## 415               0                     21       11   20011.580       2536.58
## 416               0                     66       12   11543.450       1543.45
## 417               3                     NA       13   36557.160       6557.16
## 418               4                     32        9   59459.502      24459.50
## 419               0                     20       12   15240.728        840.73
## 420               1                     NA        4   13401.380       1401.38
## 421               2                     NA        5    8031.620       1706.62
## 422               1                     NA        9    5544.115       1719.11
## 423               3                     21       16    6106.380       1106.38
## 424               1                     NA        8    3200.719        400.72
## 425               3                     60       10   32960.972      10410.97
## 426               0                     NA        7    1286.880        524.44
## 427               0                     11       11    1868.800        368.80
## 428               0                     23       16    9535.340       1035.34
## 429               1                      9       20   12027.730       2274.44
## 430               0                     NA       12   29888.569       4888.57
## 431               0                     NA       11    5227.740       1419.04
## 432               0                     45        4    3645.820        645.82
## 433               1                     NA       11    4191.440        719.14
## 434               0                     NA       18   10956.776        956.78
## 435               2                     58       20   16171.340        171.34
## 436               0                     NA       15   21913.552       1913.55
## 437               2                     48        8   17440.680       2440.68
## 438               4                     NA        7    6789.790       1589.79
## 439               0                     NA       11    5013.160       1109.73
## 440               0                     NA        5   33251.390       8251.39
## 441               1                     25       14    5137.240        937.24
## 442               1                     NA       14   48494.989      16494.99
## 443               0                     23       12   13613.770       1613.77
## 444               0                     NA        6   11955.399       1955.40
## 445               0                     NA        3   26475.750       2475.75
## 446               0                     NA        8   30028.950       5453.95
## 447               1                     12       15   14339.610       2339.61
## 448               0                     NA        6     803.780        160.60
## 449               2                     NA       19   10999.720       1999.72
## 450               0                     NA        8    5776.847        776.85
## 451               0                     11       10    8707.090       1132.09
## 452               1                     NA        5    3754.920        680.25
## 453               0                     NA       18    9832.280       4409.09
## 454               0                     NA        7    7431.755       1431.75
## 455               0                     NA       14   19999.917       5874.92
## 456               0                     17       18   28149.120      12985.08
## 457               1                      3        9    2345.580       1381.01
## 458               0                     NA        7   19044.975       5544.98
## 459               0                     12        5    9983.322       1983.32
## 460               0                     NA        6    6216.822       1016.82
## 461               1                     NA        7   16523.780       1523.78
## 462               0                     NA       11   41846.265       6846.26
## 463               1                     NA        7   23603.829       7603.83
## 464               0                     NA       13   12881.640       5228.71
## 465               1                     16       11   17258.700       2258.70
## 466               0                     NA       25   29126.199       1126.20
## 467               3                     NA       13   15050.140       2050.14
## 468               0                     73       14   14760.498       2760.50
## 469               0                     NA        9   17144.325       5644.33
## 470               0                     NA        4    5999.270        999.27
## 471               0                     25        4    9489.620       1489.62
## 472               2                     31       19   45890.901      16490.90
## 473               0                     NA        7   43327.062       8327.06
## 474               0                     70       12   11528.090       4002.96
## 475               1                     NA        4   12114.800       2364.80
## 476               0                     NA        7   11389.391       2514.39
## 477               1                     NA       13    7540.364       1540.36
## 478               0                     33        9   17619.650       2619.65
## 479               0                      8        9   28897.090       4964.43
## 480               1                     NA        7    3457.680       1464.14
## 481               0                     NA       18   23770.630       3770.63
## 482               0                     10        6   19979.970       3179.97
## 483               1                     74       13    5881.920       2074.08
## 484               1                     NA       11   20913.420       4093.98
## 485               3                     NA       10   11196.450       1196.45
## 486               3                     NA       13    5214.926        214.93
## 487               0                     NA       16   19544.485       7544.49
## 488               0                     74       26   23989.706       7564.71
## 489               2                     17        4    2045.420        545.42
## 490               0                     NA        9   26368.497       8118.50
## 491               0                     NA       11   13296.190       2352.40
## 492               1                     50       18   32047.270       2047.27
## 493               0                     NA        4    5935.390        535.39
## 494               2                     NA        8   13665.960       6824.61
## 495               1                     32        8   10734.872       3184.87
## 496               0                     NA        8   15207.056       1707.06
## 497               1                     58       14   11582.519       1582.52
## 498               1                      4       10   12654.980       4856.50
## 499               0                     NA       21   19889.165       1889.17
## 500               0                     37        7    8369.380       1169.38
## 501               0                      7       10   37506.810       7506.81
## 502               0                     71        9   20751.110       4301.11
## 503               1                     16       14   19970.589       1970.59
## 504               1                      1       10   52981.630      17981.63
## 505               1                     NA       14    8676.830       2150.97
## 506               2                     14        9    4954.474        954.47
## 507               1                     59        9    9770.766       1270.77
## 508               0                     NA        6    6237.975       1237.98
## 509               0                     12        7   41890.395       6890.39
## 510               0                     NA       15   17526.505        726.51
## 511               3                     NA       25   16348.760       1348.76
## 512               0                     38       12   18790.605       1790.61
## 513               1                     NA        6   16811.890       1811.89
## 514               3                     NA       14    8877.470       3883.16
## 515               2                     11        7    8937.435       1972.44
## 516               1                     14        9   16504.288       4504.29
## 517               2                     NA       14   11136.240       1136.24
## 518               0                     11       14   19680.692       3680.69
## 519               1                     59       22   27848.240       3848.24
## 520               0                     29        6    2575.210        831.39
## 521               0                     NA       10    6052.000       1722.97
## 522               1                     NA       12    9433.500       3232.07
## 523               1                     NA        8   16501.030       3301.03
## 524               1                     NA       10   10984.740       1984.74
## 525               0                     45       17   28142.527       5142.53
## 526               0                     21       20   10478.871       2153.87
## 527               1                     44       12    4106.545        906.55
## 528               1                     NA       14   20660.084       5660.08
## 529               1                     76       17   27129.940        529.94
## 530               1                     NA        6   14450.592       1950.59
## 531               0                      7       14   38235.500       6430.30
## 532               0                      8       11   19650.030       2650.03
## 533               1                      8       15   20522.361       3772.36
## 534               0                     34       16   12959.630       5025.75
## 535               1                     NA       23   36602.380       1602.38
## 536               1                     43        9   13279.261       1279.26
## 537               4                     NA       15   14181.630       3206.63
## 538               3                     NA       12   21047.014       4797.01
## 539               2                     NA       10    1369.600        169.60
## 540               1                     15        8   14770.500       2445.50
## 541               0                      5       12   17063.424       6313.42
## 542               1                     NA        7   22527.327       2527.33
## 543               1                     23        8   15070.981       4270.98
## 544               1                     66        8   18291.370       2291.37
## 545               0                     22       15   24359.152       3984.15
## 546               0                     41       18   16756.540       1756.54
## 547               2                     41       12   15082.470       6067.70
## 548               1                     NA        8   13355.130       1355.13
## 549               0                     12       14   23468.750       3468.75
## 550               0                     NA       11    8092.329       1092.33
## 551               1                     77       14    6535.599        135.60
## 552               0                     NA        6   12324.294       2374.29
## 553               2                     16       11   11686.650       2086.65
## 554               1                     NA        9   19708.196       5708.20
## 555               1                     72       12    2163.251        163.25
## 556               0                      5        7    5268.947        268.95
## 557               2                     NA        5    5738.577        938.58
## 558               1                     63       11   16863.980       1663.98
## 559               0                     NA       11   16543.160       1543.16
## 560               1                     NA       10   15649.090       8203.90
## 561               3                     NA       19   16118.670        118.67
## 562               0                     42        4    5406.879        406.88
## 563               1                     NA       13   24808.886       1808.89
## 564               1                      9       10    6297.120        797.12
## 565               0                     15        9   15024.890       2024.89
## 566               2                     NA       16   28060.655       8060.65
## 567               0                     NA        6   13340.570       1340.57
## 568               1                     NA       11   42691.620      12691.62
## 569               2                     12       16    8128.606       1128.61
## 570               2                     30       14    4515.840       1177.32
## 571               2                     NA        9    7471.970       1121.97
## 572               0                     16       22   36901.329       6901.33
## 573               0                     30        9    4124.520       1042.77
## 574               1                     NA        5    5349.268       1349.27
## 575               0                     NA        6   40464.880       5464.88
## 576               0                     NA       13   13936.510       1936.51
## 577               2                     41       16   45987.920      11487.92
## 578               0                     43       10    3440.750        646.98
## 579               0                     19       20   14841.937        841.94
## 580               0                     NA       14   28359.050       5359.05
## 581               1                     80        9   10240.107       1915.11
## 582               0                     78        4    5977.700        977.70
## 583               0                     NA       14   27946.104       7446.10
## 584               3                     NA       13   32744.739      11744.74
## 585               1                     NA        8   14434.010        434.01
## 586               0                     NA        9   23776.789       2976.79
## 587               1                     NA       14   15734.544       2859.54
## 588               0                     NA       24    5095.743        345.74
## 589               0                      8       12   43039.938       8039.94
## 590               0                     16       11   30275.810       5275.81
## 591               0                     47       11   15139.920       2639.92
## 592               3                      6        9   16226.810       4226.81
## 593               2                     NA        9   29895.830       1895.83
## 594               1                     NA        3   10605.783       1605.78
## 595               0                     11       12   10250.648       1150.65
## 596               0                     NA        6   25711.120       3861.12
## 597               1                     NA       11   17350.260       2350.26
## 598               0                     NA        6   26570.534       8945.53
## 599               1                      4       12    4689.696       1064.70
## 600               0                     NA       13   43665.917       8665.92
## 601               0                     NA       13   10598.080        998.08
## 602               3                     NA        9    4954.474        954.47
## 603               1                      5       16   23971.767       1171.77
## 604               0                     80        7   10962.390        962.39
## 605               0                     NA       13    5063.803         63.80
## 606               0                     12       10   38583.888      13408.89
## 607               0                     NA        9   29287.663       3287.66
## 608               1                     27        9    6773.810        773.81
## 609               2                     18       24   20270.670        270.67
## 610               0                     21       12   49765.188      14765.19
## 611               0                     32        8    6116.178       1216.18
## 612               1                     48       15    8224.099        224.10
## 613               0                     NA       10    4585.270       1131.90
## 614               3                     16       13    9226.255       1226.25
## 615               0                     18       11   13682.630       1682.63
## 616               2                     NA       18   30773.880       5573.88
## 617               2                     11       11   18155.715       3155.72
## 618               1                     NA        5   21913.552       1913.55
## 619               0                     66       25   33846.462       5846.46
## 620               0                     41        7    2944.980        444.98
## 621               2                     NA       13   12221.912       2221.91
## 622               1                      3       14   32588.146      10988.15
## 623               0                     NA       17   30392.860       5392.86
## 624               0                     41       13   14353.734       2853.73
## 625               1                     NA       14   13517.359       1517.36
## 626               1                     NA       12   22017.849       2017.85
## 627               3                     NA       15    1887.050       1072.45
## 628               0                     15       11   13313.726       1313.73
## 629               0                     NA        8    9418.800       1418.80
## 630               0                     43       10    8779.179       1029.18
## 631               2                     51       16    6758.410        758.41
## 632               0                     NA        6    9672.451       1872.45
## 633               0                     NA        9   26838.316       6288.32
## 634               4                     21        7    5499.820        999.82
## 635               0                     NA        4   11549.686       2099.69
## 636               2                     45        5   17228.046       3228.05
## 637               0                     NA       16   19722.224       1722.22
## 638               0                     NA       21   18391.090       2391.09
## 639               0                     NA        8   20400.650       2900.65
## 640               2                     NA        7   25157.130       5157.13
## 641               0                     NA        8    9880.810       4512.50
## 642               0                     NA       16   20808.854       2808.85
## 643               1                     23       14   21070.680       7702.05
## 644               0                     36        8   35087.670       6462.67
## 645               1                     NA        7    2012.680        512.68
## 646               0                     NA        5   36883.790       4983.79
## 647               1                      7       22   26834.961       8834.96
## 648               2                     79        5    3333.640        833.64
## 649               1                     20       22   19370.480       3370.48
## 650               0                     47       14   25279.286       1279.29
## 651               1                     30        4    6003.600       1003.60
## 652               1                     49        9   11925.040       1925.04
## 653               0                      5       12   25329.139       3604.14
## 654               2                     NA       12   14860.461       1860.46
## 655               1                     NA       13   10451.412        626.41
## 656               0                     NA       13   41244.813       6244.81
## 657               0                     15       12    5110.344       1010.34
## 658               0                     NA        6    9867.540        867.54
## 659               0                     NA       12   28597.160       4597.16
## 660               2                     NA        9   24360.529       5535.53
## 661               0                     NA        8    1365.050        165.05
## 662               0                     25       20    5606.630        606.63
## 663               0                     NA       12    7249.702        249.70
## 664               1                     NA       17   12244.690       1244.69
## 665               5                     14        8   12160.910       2160.91
## 666               1                     NA       16   11342.780       2467.77
## 667               0                     11       12   25678.110      14014.77
## 668               0                     NA       13   35526.380      11280.03
## 669               1                     NA       10   13140.390       2140.39
## 670               0                     NA       15   41727.432      15427.43
## 671               1                     19        5    9326.180       1326.18
## 672               3                     13        6   15734.922       2734.92
## 673               0                     28       15   10951.447        951.45
## 674               0                     NA       14    6110.956       1110.96
## 675               1                     30       11    9225.285        900.28
## 676               1                     29       23   21949.790       3124.79
## 677               0                     28        6   18473.850       3573.85
## 678               2                     NA       10    2815.780        668.51
## 679               0                     15        5   55793.543      20793.54
## 680               1                     NA        5    4378.094       1578.09
## 681               1                     NA        5    8264.030       1234.03
## 682               0                     NA        6   36993.568       4993.57
## 683               2                     33       19   12832.490       3050.86
## 684               2                     NA       10   17583.910       2583.91
## 685               0                     NA        9    7321.650       1321.65
## 686               1                     NA       15   36013.033       8438.03
## 687               2                     41       11   32078.390       5578.39
## 688               0                     44       11   42100.960      12100.96
## 689               0                     NA       13   22528.961       2528.96
## 690               0                     NA       23    5555.850        555.85
## 691               0                     19       15   33793.464       3793.46
## 692               0                     NA       12   18579.386       3579.39
## 693               1                     NA       13   40763.330       5763.33
## 694               1                     NA       10   30692.830       2692.83
## 695               1                     NA       14   13183.540       4799.62
## 696               0                     NA       23   37014.745       2014.75
## 697               0                     11       14   30556.260      12316.42
## 698               0                     NA        9   23009.250       2009.25
## 699               1                     71        7   43489.730       8489.73
## 700               1                     NA       10   10212.299        212.30
## 701               0                      6        5   18195.820       3595.82
## 702               2                     NA        9   15854.206       3954.21
## 703               0                     NA       12   47064.803      16214.80
## 704               3                     52       18   55303.226      20303.23
## 705               0                     NA        5    4184.354        684.35
## 706               0                     NA        8    6665.192        665.19
## 707               0                     17       17   17795.970       1795.97
## 708               0                     54        5    9564.319       1564.32
## 709               1                     NA       16   18256.340       4175.25
## 710               0                     NA        9   29917.320       1917.32
## 711               0                     NA       10   28267.360       3692.36
## 712               1                     13       13    9963.281       1863.28
## 713               0                     NA       13   21957.880       1957.88
## 714               0                     NA       17    2481.562        356.56
## 715               1                     NA       12   16771.630       2771.63
## 716               0                     42       10    3222.010        822.01
## 717               1                     NA       12   22520.738       2520.74
## 718               1                     NA        6   21690.520       5152.41
## 719               2                     34       10   11574.587        824.59
## 720               0                     NA       11   34038.824       5838.82
## 721               0                     NA        7    8583.850       1458.85
## 722               2                     39       15   34062.760       2762.76
## 723               0                      5       13   16165.780       1165.78
## 724               0                     NA       16   44836.130       9836.13
## 725               0                     NA       13    8225.137       1585.14
## 726               0                     NA       10   18098.409       3498.41
## 727               0                     NA       15   18010.902       3585.95
## 728               1                     NA       12   12074.190       4291.72
## 729               0                     64       21   12207.450        707.45
## 730               0                     57        8    2356.834        356.83
## 731               1                     48        9   12876.222       1626.22
## 732               0                     NA       15   56981.113      21981.11
## 733               1                     32       10   14106.268       4106.27
## 734               0                     NA       25   13632.470       1632.47
## 735               0                     61        5   38109.650       3109.65
## 736               0                     NA        8   11270.479       2395.48
## 737               0                     44       10   16826.744        826.74
## 738               0                     NA       10   12475.950       2475.95
## 739               1                     23       12    7109.140       1658.86
## 740               0                     38       15   12120.620       2103.81
## 741               2                     NA       11   22393.170       3568.17
## 742               1                      8       10    3236.761        236.76
## 743               2                     NA        3    6367.330       1905.07
## 744               1                     72        5   19000.310       4000.31
## 745               4                     NA       15   22975.225       6975.23
## 746               1                     NA        8   13182.390       2921.91
## 747               0                     NA        6    2627.820        227.82
## 748               0                     73       10   21061.211       6061.21
## 749               3                     NA       25   42873.649      12873.65
## 750               4                     10       15   15883.406        883.41
## 751               0                     23       20   11560.462       1560.46
## 752               1                      1       14   12640.940        140.94
## 753               2                     63       11   10937.800       1337.80
## 754               2                      1       14   18881.642        381.64
## 755               1                     NA        9   13174.110       2508.06
## 756               2                     73       12   20196.826       2596.83
## 757               0                     74        9   11070.331       2070.33
## 758               0                     NA        9   18884.100       8221.50
## 759               0                     NA       19   10610.172        610.17
## 760               3                     23       10   23696.281       2696.28
## 761               0                     28        7    7486.780        836.78
## 762               0                     52       13   46326.822      11326.82
## 763               0                     76       16   18352.530       3352.53
## 764               0                     NA       14    4322.340       1301.86
## 765               0                     NA        8   29956.870       6006.87
## 766               0                     16       11   28840.320       3840.32
## 767               0                     NA       11   26036.960       5036.96
## 768               2                     NA       11   14478.239        478.24
## 769               3                     43        8    4463.670        939.35
## 770               2                     NA       17   16203.040       5323.37
## 771               0                     NA       16    4479.620        479.62
## 772               0                     NA       13   31442.721       5142.72
## 773               0                     NA        5   14860.461       1860.46
## 774               0                     NA       12   20154.470       2154.47
## 775               0                      5       24   10800.322       1785.32
## 776               1                     32        5    3759.065        744.06
## 777               1                     57       15    7070.145       1070.14
## 778               0                     NA       11   20032.720       1950.52
## 779               1                     NA       16    7906.790       1306.79
## 780               0                     36        9   14765.090        365.09
## 781               0                     NA       12    1347.120        562.74
## 782               3                     55       15    6730.160       1366.58
## 783               2                     23       12   22433.090       4558.09
## 784               0                     NA       13   22886.412       7036.41
## 785               0                     NA       16   22528.961       2528.96
## 786               1                     NA       19   10271.232       2271.23
## 787               1                      4        8    7365.129       1115.13
## 788               0                     NA        7   21244.058       7169.06
## 789               2                     NA        9   25908.312       2908.31
## 790               2                     43       11   19818.000       7850.72
## 791               1                     21        9    6573.900        573.90
## 792               0                     NA        8   19616.239       1716.24
## 793               1                     NA       11   20393.660       7668.79
## 794               1                     NA       14    4985.770       1425.71
## 795               0                     32        5    4837.730        837.73
## 796               0                     NA       15   48978.610      13978.61
## 797               2                      9       17   10786.473        786.47
## 798               0                     39        9    4841.509        841.51
## 799               0                     NA        7   11555.860       1555.86
## 800               4                     16       12    7952.412        752.41
## 801               1                     NA       12   23851.816       7851.82
## 802               0                     NA       19   37987.920       3512.92
## 803               3                     16       28   17562.721       1712.72
## 804               1                     43       15    4319.270       1408.41
## 805               2                     38       13   11955.399       1955.40
## 806               0                     NA       13    9265.610       3048.04
## 807               2                     77       12   34293.450       4293.45
## 808               1                     NA       11   25855.220       1855.22
## 809               2                     NA       15   17732.458        132.46
## 810               1                     NA        8   33603.328      12253.33
## 811               4                     48       21   22343.000       3343.00
## 812               0                     NA       11   34221.352       6221.35
## 813               0                     NA       20   10716.457        716.46
## 814               0                     NA        7   11117.130       1117.13
## 815               0                     44        7    8421.248       1671.25
## 816               2                     39       16   29953.940       5028.94
## 817               1                     NA       22    7852.740       1335.46
## 818               0                     75        4    2178.388        178.39
## 819               1                     11       12    8146.550        946.55
## 820               0                     NA       12    9069.840       3347.92
## 821               0                     NA       17   17827.910       2827.91
## 822               0                     NA        8   22849.130       2049.13
## 823               1                     15       10    7541.893       1141.89
## 824               1                     13        7    8248.950       1248.95
## 825               0                      6       13   13168.740       2418.74
## 826               0                     NA       12   12553.134       2053.13
## 827               1                     13       16   54313.836      19313.84
## 828               0                      3       11    5759.020        759.02
## 829               0                     NA        9   31902.521       1902.52
## 830               3                     NA        6   16316.738       1316.74
## 831               2                     NA        9   11389.391       2514.39
## 832               1                     NA        7   19541.180       1941.18
## 833               1                     63        9   12699.193       2699.19
## 834               0                     NA       18   17856.090       7577.69
## 835               0                     NA        9   16579.953       1579.95
## 836               0                      6        9   21470.632       7070.63
## 837               1                     NA        6   10495.330        720.33
## 838               0                     NA        6    2681.265        281.26
## 839               1                     44       10   10251.750       1251.75
## 840               1                     NA        4    4701.820        701.82
## 841               1                     67       15   11799.870       1399.87
## 842               5                     46       18   17471.831       4271.83
## 843               0                     NA       10   10580.750       4604.22
## 844               0                     14       18   11764.340       1764.34
## 845               1                     39        8   11390.970       1415.97
## 846               3                     NA       11   12213.340       2213.34
## 847               0                     22        9    9900.139       1500.14
## 848               0                     NA        6   10809.140       1578.03
## 849               1                     53       10    9688.420        388.42
## 850               2                     NA        5   21817.950       2617.95
## 851               1                     40        9   12613.917        613.92
## 852               0                     NA       14   21450.987       5450.99
## 853               0                     NA       10    7782.090       1532.09
## 854               0                     NA        4   19785.220       2785.22
## 855               0                     40        4    9913.093       1913.09
## 856               1                     NA       16   27824.880       7824.88
## 857               0                     33       15   19213.700       5167.07
## 858               1                     45       13   12103.810       2103.81
## 859               0                     NA        9    9083.174       1868.17
## 860               3                     NA       22   41244.813       6244.81
## 861               1                     NA        8    2829.800        814.80
## 862               0                     24       12   13246.270       1671.27
## 863               0                     NA        9   17800.004       1500.00
## 864               0                     46       21    9902.750       2001.53
## 865               0                     NA        9   16184.658       2184.66
## 866               4                     NA       11   33402.085      11552.08
## 867               2                     NA       14   12590.953       2590.95
## 868               2                     NA        5    5287.480        708.58
## 869               2                     10        6    7213.492       1213.49
## 870               1                     15        6   40156.930       8156.93
## 871               0                     NA       12    6458.702        708.70
## 872               1                     10        8   14908.051       4908.05
## 873               0                     NA       12   16863.940       7793.31
## 874               1                     79       10    5977.700        977.70
## 875               3                     NA       13   44083.200       9083.20
## 876               0                     10       13   33051.930       8051.93
## 877               3                     NA       11   19594.170       7648.32
## 878               0                      4       13   15850.910       6325.83
## 879               0                     NA        6   17127.800       2434.73
## 880               1                     NA        4   24112.298       7667.22
## 881               2                     NA        9   11460.154       1735.15
## 882               0                     NA        7   38565.948      13565.95
## 883               0                     NA       15   21424.564       2424.56
## 884               0                     25       11   18459.010       2459.01
## 885               1                     22       12    4763.000        987.91
## 886               0                     49       17   12103.810       2103.81
## 887               0                     11       19   31084.109       5084.11
## 888               0                     NA        9   22436.167       2436.17
## 889               0                     74        4    9219.940       1219.94
## 890               1                     30       18    5037.568         37.57
## 891               0                     NA       10   10426.090        976.09
## 892               4                     49       11    7953.873        453.87
## 893               3                     13        6   11548.564       2823.56
## 894               1                     14       12   35380.560      16877.32
## 895               1                     NA       10    8830.320        830.32
## 896               1                     29       24   24993.280       3393.28
## 897               0                      7       11   47067.030      12067.03
## 898               0                     NA       10    4782.160        782.16
## 899               0                     NA       13    5344.690        344.69
## 900               1                     NA       10   11172.705       1172.71
## 901               0                     NA        9   12723.980       2673.98
## 902               1                     NA       25   10383.376        383.38
## 903               0                     NA       13   13057.050       2403.81
## 904               2                     46        9    9840.304       1840.30
## 905               2                     40       11   16081.440       4081.44
## 906               0                     67        5    5706.060       1331.06
## 907               1                     33       10   15333.300       3333.30
## 908               0                      5       26   17279.710       5127.62
## 909               1                     48        8   11097.170       1497.17
## 910               0                     64       11   17612.210       2612.21
## 911               1                      2       20   44053.890       9053.89
## 912               0                     27        7    9819.100       1819.10
## 913               0                     NA        6   10889.580       1889.58
## 914               1                     NA        8    6344.140        344.14
## 915               0                     13        9   10813.757        813.76
## 916               0                     NA        7    8813.501       1813.50
## 917               0                     NA       14   10320.860       4489.53
## 918               0                     NA       12   25629.355       3504.35
## 919               1                     NA        9   31825.070       3825.07
## 920               0                     14       23   29385.180       8474.54
## 921               0                     28       16    3666.573        666.57
## 922               2                     35       10    2254.428         54.43
## 923               1                     21        9   17665.073       1665.07
## 924               1                     54       13   23265.233       8590.23
## 925               2                     NA       26   29892.450       5892.45
## 926               3                     NA       13   10767.058        767.06
## 927               0                     53        7    3858.283        358.28
## 928               0                     31        6   27080.810       7080.81
## 929               2                     13        7   42618.528       7559.69
## 930               0                     NA        7   10612.320       1012.32
## 931               4                     NA       19   20503.920       5325.02
## 932               1                     38        4    3588.358        288.36
## 933               1                     40        6   45595.833      10440.05
## 934               0                     NA       26   26633.472       3333.47
## 935               0                     NA       24   11763.250       1263.25
## 936               2                     NA        8     278.500        178.42
## 937               2                     33       14    8510.060        510.06
## 938               4                     27       13   34489.850       9289.85
## 939               2                     69        9   15000.450       3872.62
## 940               0                     NA        8   14066.138       4066.14
## 941               0                     30        6    7300.990       2009.18
## 942               4                     25       15   32022.944      12022.94
## 943               3                     NA       10    8786.340       4531.69
## 944               0                     NA       10   12329.530       2329.53
## 945               0                     NA        9   18337.800       3737.80
## 946               0                     40        7    4772.044        947.04
## 947               1                     53        4    8623.170       1246.13
## 948               0                     15       12   13517.250       3510.98
## 949               5                     NA        9    9126.150       2963.91
## 950               0                     38       13   10889.051       1289.05
## 951               0                     21        8   13551.153       1551.15
## 952               2                     NA        8   13198.281       1998.28
## 953               0                     NA       12   27934.500       2934.50
## 954               0                     NA       15   12215.840       2215.84
## 955               2                     NA        8   21879.426       5879.43
## 956               1                     13        6   13373.298       3373.30
## 957               2                     NA       16   19494.740       4244.74
## 958               1                     NA       17   19898.601       2398.60
## 959               2                     66       17   33528.040       8528.04
## 960               1                     12       14   11613.120       1613.12
## 961               0                     NA       28   13645.870       1145.87
## 962               0                     NA       10   26529.908       3329.91
## 963               0                     NA        3   11431.116       1431.12
## 964               0                     17       19   13116.810       3031.18
## 965               1                     20       17   42371.227       7371.23
## 966               4                     NA       17   14107.800       5884.39
## 967               1                     NA        6    8747.820       2444.25
## 968               0                     NA        9    2810.510        738.69
## 969               0                     NA       14   42540.800       7540.80
## 970               1                     NA        6    7430.231        930.23
## 971               1                     30       13   27518.850       2518.85
## 972               2                     NA        7    7363.520       1464.69
## 973               0                     NA        7   11264.458       1264.46
## 974               1                     NA        7    3836.840        336.84
## 975               0                     NA        9    5313.807        813.81
## 976               0                     NA        6    6858.690        858.69
## 977               0                     38       20   31597.630      12789.65
## 978               1                     NA       25   12049.542        849.54
## 979               0                     NA       14   18023.160       2023.16
## 980               1                     34        7    5836.270        836.27
## 981               1                     NA        9    8249.679       1249.68
## 982               0                     16        9   38769.062       7469.06
## 983               0                     NA       11    8964.890        964.89
## 984               0                     NA       24   26209.030       2209.03
## 985               1                     NA        8    7681.840       2866.58
## 986               0                     NA        9   34343.370      18691.14
## 987               0                     NA       11    6225.900       1225.90
## 988               1                     56       16   12465.610       1840.61
## 989               0                     NA        7    4719.694        219.69
## 990               1                     15        7    4841.509        841.51
## 991               1                     17        6   27347.210       2347.21
## 992               2                     48       12   17822.456       5822.46
## 993               3                     25        5    8047.405        497.40
## 994               1                      5       27   17858.170       3058.17
## 995               0                     NA        5   11704.690        704.69
## 996               1                     NA       17   19026.330       2726.33
## 997               1                     43       12   12319.140       1119.14
## 998               1                     NA        8    6916.550       1416.55
## 999               0                     NA       20   17676.348       2676.35
## 1000              0                     NA        6    8085.799       1835.80
## 1001              1                     49       10   13873.330       2598.33
## 1002              2                     18        6   19655.220       3655.22
## 1003              2                     NA       15    2580.500       1512.27
## 1004              0                     NA        8   11668.951       1668.95
## 1005              0                     14       14   26109.792       2834.79
## 1006              0                     NA        7   15082.254       5082.25
## 1007              2                     43       11    8426.427        426.43
## 1008              0                     NA        9    5780.203        780.20
## 1009              2                     41       20    4174.915       1174.92
## 1010              0                      8        9    8268.580       1253.58
## 1011              2                     19       10   19745.431       1745.43
## 1012              0                     13       13    7552.383       1552.38
## 1013              1                      7       15   20685.430       4685.43
## 1014              1                     NA       10   18042.660       2042.66
## 1015              0                     NA        6   10893.414       1893.41
## 1016              0                     12       14   16949.495       6264.50
## 1017              1                     NA       10    7194.160       1194.16
## 1018              0                      4       11   20443.550       2443.55
## 1019              1                     59       20   11057.920       1057.92
## 1020              0                     76        7    4405.533        905.53
## 1021              0                     34       16   16798.510       1798.51
## 1022              1                     NA        9   28894.260       7894.26
## 1023              2                     11       11   41225.950       6225.95
## 1024              1                     NA       10   11976.891       2376.89
## 1025              1                     18       18   20106.890       4106.89
## 1026              2                     NA       14   13522.220        722.22
## 1027              1                     NA       10   14329.191       1079.19
## 1028              0                      9       13   19837.069       1837.07
## 1029              1                     46       15   12699.193       2699.19
## 1030              1                     48       17   24009.250       4009.25
## 1031              2                     82       24   31402.655       9827.66
## 1032              0                     NA       16   21832.870       2032.87
## 1033              1                     39        6   10552.750       1552.75
## 1034              0                     38        4   26298.761       2298.76
## 1035              0                     NA        9    2779.080        880.35
## 1036              0                      5       12   22789.980       2289.98
## 1037              3                     76       15   27129.823       8129.82
## 1038              1                     10       12   16371.015       4371.01
## 1039              0                     NA        9    7442.900       1442.90
## 1040              0                     NA        7   10238.649        238.65
## 1041              0                     NA        6    1525.765         25.77
## 1042              0                     28       15   19157.735       3157.73
## 1043              0                     NA       12   32007.237       4007.24
## 1044              1                     28       12    8323.553       1123.55
## 1045              0                     42       14   31866.980       3866.98
## 1046              0                     NA        7   16157.496       1757.50
## 1047              2                     NA       10   10228.270       2228.27
## 1048              1                     NA        9    8770.680       1595.68
## 1049              0                     76        6    8225.630       1225.63
## 1050              0                     NA       15   24604.821       2679.82
## 1051              2                     23       19   11431.116       1431.12
## 1052              1                     NA        8    1363.110        363.11
## 1053              0                     NA       15   32618.695       8618.70
## 1054              3                      4       14    9564.420       1564.42
## 1055              0                     NA        8    1244.970        244.97
## 1056              0                     NA       10   11214.010       1214.01
## 1057              2                     NA        6   24968.484       6968.48
## 1058              0                     51        4    9982.590       1982.59
## 1059              0                     68       11   23568.464       3568.46
## 1060              0                     39        5    9427.334       1427.33
## 1061              3                     36       11    7944.202       1444.20
## 1062              0                     NA        6   17460.266       2363.95
## 1063              0                     47        5   39469.104      11469.10
## 1064              1                     NA       16   21071.435       3446.44
## 1065              3                     NA        6   12094.590       2094.59
## 1066              0                     64       17   25818.688       4818.69
## 1067              0                     NA        7    9683.017       1683.02
## 1068              0                     NA       15   21785.860       1785.86
## 1069              0                     NA       17   25023.116       1023.12
## 1070              4                     NA        8    7794.740       2629.06
## 1071              2                     NA        9    8428.390       1317.63
## 1072              2                     NA       14   24026.500      10261.04
## 1073              0                     37       16    6440.020       2927.31
## 1074              1                     NA       16   21037.014       1837.01
## 1075              3                     NA       10   19406.370       1406.37
## 1076              1                     NA        5    3779.607        354.61
## 1077              0                     26        9   23211.190       3211.19
## 1078              0                     NA        6   15171.217       3171.22
## 1079              0                     NA        6   17213.204       2213.20
## 1080              1                     NA        4   27770.430      12183.10
## 1081              0                     27        9   13640.540       2240.54
## 1082              5                     12       12   18832.151       4815.87
## 1083              1                     NA        9   26923.383       2923.38
## 1084              1                     NA        7   19604.500       2604.50
## 1085              0                     49       18   17903.270       2903.27
## 1086              2                     16        6   17870.800       2870.80
## 1087              1                     NA       18    8749.350        349.35
## 1088              1                      8       10   52180.052      17180.05
## 1089              0                     NA       11    7027.930       1027.93
## 1090              0                     47        7   21726.900       1726.90
## 1091              1                     NA        8    6436.090        886.09
## 1092              1                     NA       17    5096.483       1081.48
## 1093              0                     18       10   10069.844       2069.84
## 1094              2                     NA       12   21696.425        696.42
## 1095              0                     25        7    6448.073        448.07
## 1096              0                     18        8   10234.249       1784.25
## 1097              1                     NA        7   40363.560       5363.56
## 1098              0                     14        6   24772.544       4772.54
## 1099              0                     NA       12   24479.831       4479.83
## 1100              0                     NA        6   16003.593       2003.59
## 1101              0                     47        7   27276.580       9541.55
## 1102              0                     NA       11    7701.850        701.85
## 1103              0                     24       13   23892.300       4817.30
## 1104              2                     NA        3   12779.138       2829.14
## 1105              2                     NA        8   30311.130       3911.13
## 1106              0                     NA        9    9380.170       1831.30
## 1107              2                     NA       18   32556.490       6556.49
## 1108              1                     70        9   14296.650       3543.07
## 1109              1                     NA        9   12300.443       2300.44
## 1110              0                     NA        8   12587.306       2587.31
## 1111              0                     73        5    7750.320       1400.32
## 1112              0                     NA       15   19687.170       2792.84
## 1113              1                     NA       11    6650.703        650.70
## 1114              0                      8       20   44055.617       9055.62
## 1115              1                     56        6   13889.780       5550.46
## 1116              0                     35       18   36955.179       6955.18
## 1117              2                     NA       10   24005.415       3005.42
## 1118              1                      9       19   17636.831       5636.83
## 1119              1                     26        7   40340.527      16340.53
## 1120              0                     NA       12   36709.790       5709.79
## 1121              0                     NA        5    5218.100       1221.84
## 1122              1                     NA        4   16686.245       1686.25
## 1123              2                      2        8   21092.346       6092.35
## 1124              1                      7       14   21902.894       1902.89
## 1125              2                      4       11   19447.100       2992.82
## 1126              0                     27        6   13716.030       3091.03
## 1127              0                     NA       17   14974.800       1874.80
## 1128              0                     NA        3   14555.711       2380.71
## 1129              1                     NA       11    5794.210        794.21
## 1130              0                     NA        4   12039.790       2039.79
## 1131              1                     NA       20   26602.000       2602.00
## 1132              0                      9       15   17623.639       5623.64
## 1133              1                     NA       12   45381.790      10381.79
## 1134              0                      2       13   33715.080       9140.08
## 1135              0                     NA       14   16149.340       1149.34
## 1136              1                     19       15   14021.050       8533.32
## 1137              1                     NA       15   31790.920       3790.92
## 1138              2                     NA        9   11950.461        950.46
## 1139              0                     NA       10    5401.590        401.59
## 1140              1                     26       12   22990.304        990.30
## 1141              0                     NA        8   21692.530       4192.53
## 1142              0                      2       11   15529.350       6760.36
## 1143              1                     NA        7   20223.230       3723.23
## 1144              2                     NA       17    1247.670        408.27
## 1145              0                     NA        9   46470.250      11470.25
## 1146              0                     NA        6   20777.250       3777.25
## 1147              3                     54        8   11979.620       1979.62
## 1148              0                     NA       24    7174.778       1174.78
## 1149              2                     NA       15   28150.923       3150.92
## 1150              0                     NA        5   17454.150       2154.15
## 1151              0                     NA       16   23661.865       1336.86
## 1152              0                     NA       14   16823.760       1823.76
## 1153              1                     NA        8   20202.114       2202.11
## 1154              0                     NA        7   15395.944       4995.94
## 1155              1                     74        7   12587.306       2587.31
## 1156              1                     11        4   15888.485       2888.49
## 1157              0                     NA       14   30242.860       3242.86
## 1158              0                     NA       15    9801.110        801.11
## 1159              0                     NA       10   52178.849      17178.85
## 1160              1                     46        7   13002.682       1002.68
## 1161              1                     79       10    7369.870        169.87
## 1162              2                     12       14    5001.120       1096.26
## 1163              1                     NA        9    1845.817        345.82
## 1164              0                     NA       12   28693.029       4693.03
## 1165              2                     10       11    8559.980       2653.64
## 1166              0                     NA       24   12564.248       1364.25
## 1167              0                     NA        9    8826.300       3167.78
## 1168              4                     NA       13   43189.320       8189.32
## 1169              0                     60       18   19724.506       1724.51
## 1170              1                     NA       12   14306.810       2306.81
## 1171              0                      6       10   24969.107       4969.11
## 1172              0                     76        4    5266.516        266.52
## 1173              1                     NA       15    2389.560        815.40
## 1174              0                     13       12   13127.930       2927.93
## 1175              0                     27       12   15231.400       2356.40
## 1176              1                     70       26   31251.530      14516.08
## 1177              0                     NA        4    9286.450       1207.91
## 1178              2                     NA       15    5217.600       1392.60
## 1179              0                     18       14    3379.306        379.31
## 1180              1                     NA       17   10915.150       1315.15
## 1181              0                     NA       11   30928.120       3928.12
## 1182              1                     18       11   40601.940      11426.94
## 1183              0                     38       12    9422.985        422.98
## 1184              2                     58        6   20788.970       2788.97
## 1185              1                     53       14    5050.050        750.05
## 1186              0                     18       11   11178.970       1178.97
## 1187              0                     NA       20   10993.960        993.96
## 1188              1                     NA       16   19610.320       2610.32
## 1189              0                     NA        5   12128.022       2128.02
## 1190              0                     NA        7    8974.550       5159.29
## 1191              0                     60       16   23528.440       3528.44
## 1192              2                     NA       16   21207.750       2207.75
## 1193              1                     24       19    8991.500       2006.30
## 1194              1                     NA       18   18369.435       3369.44
## 1195              0                     34        7    8079.140       1779.14
## 1196              0                     14        8    6933.760        933.76
## 1197              0                     66        9   13227.190       1227.19
## 1198              1                     75       13   14527.590       3252.59
## 1199              1                     68        6   18316.120       2407.29
## 1200              1                     48        9    9052.651        652.65
## 1201              0                     21       12   37130.620      11155.62
## 1202              0                     NA        9   19738.767       1738.77
## 1203              1                     NA       20    7953.750       4592.84
## 1204              1                     NA        5   10528.881        928.88
## 1205              4                     44       14   13761.330       1761.33
## 1206              0                     77       15   10649.879        649.88
## 1207              1                     NA       12   41153.231       6153.23
## 1208              2                     21       17   13540.410       3540.41
## 1209              0                     33        7   13461.692       1461.69
## 1210              0                     NA        7    7248.000       1248.00
## 1211              0                     NA       15   34289.646       6289.65
## 1212              1                     45       20   11569.050       1569.05
## 1213              1                     17        7   26226.732       8226.73
## 1214              2                      5       11    6370.532       1720.53
## 1215              0                     NA       15   17676.348       2676.35
## 1216              0                     55       16    6908.290       1813.77
## 1217              0                     36       16   13310.620       1310.62
## 1218              0                     22       13    6141.441        541.44
## 1219              1                     NA        7   12627.400        627.40
## 1220              0                     40        8   20314.780       2214.78
## 1221              1                     38       10   17841.660       6953.12
## 1222              0                     13        5   38298.892      15422.17
## 1223              0                      7       10    9885.157       1885.16
## 1224              1                     10       15   19038.139       4038.14
## 1225              0                     21        4    5786.930        586.93
## 1226              0                      2        8   21986.069       6986.07
## 1227              0                     11        4   12237.020        237.02
## 1228              1                     NA       17   31729.850       6729.85
## 1229              2                     NA       10   19180.873       3180.87
## 1230              3                     29       13    9743.404       2243.40
## 1231              1                     19       14   35098.560       5098.56
## 1232              0                      7       11   25407.030       4157.03
## 1233              0                      7       24    6532.370       2488.20
## 1234              0                     NA       10   26128.612       2128.61
## 1235              1                     NA       12   10187.585       1787.58
## 1236              2                     NA        3    5056.240       1431.24
## 1237              0                     NA       21   11610.858       1860.86
## 1238              0                     NA       11    4305.232       1055.23
## 1239              0                     NA        8    8656.890        656.89
## 1240              0                     NA        8   12816.310        816.31
## 1241              0                     NA       12   22973.294       1373.29
## 1242              0                     NA       16   26923.383       2923.38
## 1243              3                     52        7   13517.360       1517.36
## 1244              0                      7        6    7274.870       1274.87
## 1245              2                     13       14   24188.244       9188.24
## 1246              3                     35       10    8669.994        669.99
## 1247              0                     45       14   15418.370       3418.37
## 1248              0                     NA        9   15315.040       2172.62
## 1249              0                     NA       13    6217.918       1467.92
## 1250              0                      8       13    5715.558        715.56
## 1251              1                     38       12   30284.060       4284.06
## 1252              1                     NA       11   44155.040       9155.04
## 1253              0                     23       10   24567.580       9829.66
## 1254              0                     26       17   10693.401       1443.40
## 1255              2                     NA        7   40432.990       5432.99
## 1256              0                     NA       10    6529.148        529.15
## 1257              1                     NA        6   17933.099       2933.10
## 1258              4                     13       10   12380.758        380.76
## 1259              2                      6       14   12160.420       2160.42
## 1260              2                     NA       11    4153.210        353.21
## 1261              1                     NA        4    4261.140       1280.84
## 1262              1                     41        7    3475.039        475.04
## 1263              2                     18       10    3978.691        378.69
## 1264              2                     22        8    3298.930        823.78
## 1265              1                     NA       19   26979.620       6979.62
## 1266              2                     12       17    8637.790       1437.79
## 1267              0                     NA       17   11595.680       1595.68
## 1268              1                     NA       12    3988.600       1243.15
## 1269              1                     74       15   15063.340       2063.34
## 1270              1                     58       14    5080.933        505.93
## 1271              1                     63       19   15353.190       9802.20
## 1272              3                     39       15   22133.740       3883.74
## 1273              0                     NA       17   15402.379        402.38
## 1274              0                     15        8    8401.870       1401.87
## 1275              1                     NA       14   19985.300       4985.30
## 1276              0                     11       19    2538.339        538.34
## 1277              0                     NA       11    7889.190       3952.39
## 1278              0                     NA        5   13607.800       2107.80
## 1279              1                     NA       19   19965.650       3043.15
## 1280              2                      5       10   26748.437       2748.44
## 1281              0                     13       19   18515.407       6215.41
## 1282              2                     NA       11   24513.140       4863.14
## 1283              0                     NA       13    9945.020       4469.75
## 1284              0                     NA        9   34293.450       4293.45
## 1285              1                      9       17   14689.900       3186.04
## 1286              0                     NA       22   33415.402      14590.40
## 1287              0                      8       10   28364.470       7689.47
## 1288              1                     NA        5   23146.606       7146.61
## 1289              0                     53       10    5491.640        691.64
## 1290              0                      9       11   26512.102       2137.10
## 1291              0                      8       12    6041.830       1241.83
## 1292              0                     41       14   10759.859       1759.86
## 1293              2                     72        4   32120.525       4120.52
## 1294              1                     65       10   14827.693       2827.69
## 1295              0                     50        8    5698.210        698.21
## 1296              1                     19       16   15436.246       5436.25
## 1297              0                     37       10   10975.420        975.42
## 1298              2                     NA       15   18105.495       1680.50
## 1299              2                     50       10   24247.450       4247.45
## 1300              0                     15       17   17717.324       2167.32
## 1301              1                     NA       24   40130.560       5130.56
## 1302              0                     NA       10   13080.481       1980.48
## 1303              1                     16       17    3749.082        749.08
## 1304              1                     NA        4   10788.820       1188.82
## 1305              0                     64       14   25691.590       1691.59
## 1306              2                     67       12    5977.700        977.70
## 1307              3                     NA        6   33959.880       8959.88
## 1308              1                     NA        3    1839.910        895.41
## 1309              0                     NA       16   44985.149       9985.15
## 1310              0                      9        8   15529.949        529.95
## 1311              0                     NA       10   15902.076        902.08
## 1312              2                     24       15   24555.830       4555.83
## 1313              2                     NA        7   10585.110       2113.59
## 1314              1                     NA       13   13394.870       1394.87
## 1315              2                     NA       16   23248.400       5248.40
## 1316              0                     10        9    7498.255       1498.26
## 1317              0                     NA        8   28818.910       7818.91
## 1318              2                     75       19    8591.050       2254.09
## 1319              0                     22        9    9238.350       1238.35
## 1320              1                     12        7   16896.709       1896.71
## 1321              4                     17       14   11195.490       4932.18
## 1322              0                     NA        7   10819.760       2479.76
## 1323              1                     NA       25    6835.177        835.18
## 1324              0                     NA       13   14025.150       2025.15
## 1325              0                     NA        2    5441.950        641.95
## 1326              0                     16       11   20315.870       3365.87
## 1327              0                     NA       18   41874.240      16327.86
## 1328              0                     NA       20   16507.677        507.68
## 1329              3                     69       10   14866.489       1866.49
## 1330              0                     NA       10   35224.030       7224.03
## 1331              1                     13        9    3279.880        779.88
## 1332              0                     NA       12   16579.953       1579.95
## 1333              0                     27        9    9278.750        778.75
## 1334              0                     NA       16   31540.563       3540.56
## 1335              1                     NA       10   11949.940       1949.94
## 1336              0                     NA        8    6444.680        844.68
## 1337              2                     NA       10   28458.602       9683.60
## 1338              0                     25       10   16394.926       1394.93
## 1339              1                     NA       21   18805.805       1355.81
## 1340              1                     NA       21   14819.580       2819.58
## 1341              0                     NA       12   23557.982       2557.98
## 1342              0                     NA        7    7064.170       2104.29
## 1343              1                     35       14   15486.060       3455.13
## 1344              0                     NA       11   17659.406       3534.41
## 1345              0                     NA        6    2438.820        825.15
## 1346              2                     NA       14   17144.823       3144.82
## 1347              0                     71       10   11529.929        329.93
## 1348              0                     75        9    1338.730        338.73
## 1349              0                     16        9   28161.212       3161.21
## 1350              0                     NA       10    5619.980       1161.10
## 1351              0                     NA       13   19365.420       4365.42
## 1352              2                     NA       12    6105.170        605.17
## 1353              0                     NA        8    8580.660       1380.66
## 1354              0                     NA        9   23146.606       7146.61
## 1355              0                     11        7    8886.960        986.96
## 1356              1                     NA        9   16224.391       1224.39
## 1357              0                     NA        7   11425.060       1425.06
## 1358              1                     NA       11   30404.050       3404.05
## 1359              0                     10       12   17360.892       5360.89
## 1360              2                      6        4    7201.070       1201.07
## 1361              0                     35        7    6641.220        641.22
## 1362              0                     36       15   18833.976        833.98
## 1363              0                     51       17   28095.394      10095.39
## 1364              1                     NA        6    2666.807        266.81
## 1365              1                     NA        8   10146.530        196.53
## 1366              4                     NA       26    4408.622        808.62
## 1367              1                     NA       16   13584.980       1884.98
## 1368              2                     NA       11     433.270        201.18
## 1369              0                     NA       16   25077.700       5077.70
## 1370              1                     NA       11   48749.365      19574.36
## 1371              1                     NA       10    6615.730        615.73
## 1372              0                     33        7    4600.814        975.81
## 1373              0                     NA        8   17375.351       2175.35
## 1374              3                     NA       13   10031.740       1556.74
## 1375              0                     35       10   12802.875       1602.87
## 1376              0                     28       17    6230.330        730.33
## 1377              0                     NA       14    2883.580        405.75
## 1378              1                     43        9    7048.938       1673.94
## 1379              0                      6       19   12650.860       1550.86
## 1380              0                     NA        5   20740.238       3140.24
## 1381              2                     NA        8    6812.300       2183.61
## 1382              1                     12       19   32674.100       4674.10
## 1383              2                     49        6   15257.060       1907.06
## 1384              1                     21        7   12356.425       2356.42
## 1385              0                     30        7    8248.950       1248.95
## 1386              3                     NA       15   10622.505       2122.51
## 1387              0                     NA       14   38953.624       3953.62
## 1388              1                     NA        4   17187.598       1187.60
## 1389              0                     NA        9   11431.116       1431.12
## 1390              1                     NA        6   10779.190        779.19
## 1391              1                     NA       11   17782.600       2782.60
## 1392              1                     11       20   10520.737       1720.74
## 1393              1                     18       12   18065.245       3065.25
## 1394              0                     NA       12   21361.207       5361.21
## 1395              3                     10        8   11745.042       1745.04
## 1396              0                     NA        7   12721.663        721.66
## 1397              1                     54       17    7837.586       1437.59
## 1398              0                     NA        5   13830.720       2830.72
## 1399              0                     34        7   17390.970       2390.97
## 1400              0                     NA       15    9698.801        198.80
## 1401              1                     41       10   23973.740       3973.74
## 1402              0                     NA       14   13327.633       1327.63
## 1403              0                     24        5   28948.951       8948.95
## 1404              0                     NA       12   14141.066       2141.07
## 1405              0                     NA        9   28576.760       4326.76
## 1406              2                     NA       16   13960.633       2460.63
## 1407              0                     NA       12   21762.610       2937.61
## 1408              1                     24        2   35675.703        675.70
## 1409              2                      9       12   10426.298        426.30
## 1410              0                     29        8   15793.695       1393.70
## 1411              0                     19       16   15769.919        869.92
## 1412              1                     NA        5   18494.320       2494.32
## 1413              0                     NA       11   16155.390       2155.39
## 1414              0                     NA       10   30951.864       8951.86
## 1415              0                     10       10   10607.660       1754.73
## 1416              1                     NA       16   18817.154        817.15
## 1417              3                     NA       17   16503.190       2103.19
## 1418              1                     NA       13   53956.318      18956.32
## 1419              1                     57       20   30925.358      12375.36
## 1420              0                     NA       20   22534.690       2534.69
## 1421              2                     76       13    9933.786        633.79
## 1422              0                     NA       22    5423.740        923.74
## 1423              4                     46        9   22034.631       8034.63
## 1424              0                     18        8    2238.048        238.05
## 1425              0                     NA        9    8711.580       1711.58
## 1426              1                     NA       14   22261.801       2511.80
## 1427              1                     60       13   13348.895       2348.89
## 1428              0                     NA       11   24366.333       2116.33
## 1429              0                     NA       11    8749.300       2957.83
## 1430              1                     NA       17    8572.370       1572.37
## 1431              3                     NA       12    7306.165       1106.16
## 1432              0                     46        6   18538.560       2538.56
## 1433              3                     NA        8   10900.412       1650.41
## 1434              0                     NA        7    2471.270        471.27
## 1435              0                     NA       12    7926.440        426.44
## 1436              0                     NA        7   13250.394        250.39
## 1437              0                     NA       17   23907.520       3907.52
## 1438              0                     24       13   14292.740        217.74
## 1439              1                     17       10    9761.750       1261.75
## 1440              0                     NA        7    6181.634        581.63
## 1441              0                     NA       12   12183.390       1183.39
## 1442              0                     NA       12   12806.730       2456.73
## 1443              3                     NA       24   44520.110       9520.11
## 1444              0                     56       17   11955.399       1955.40
## 1445              1                     20       14    8113.161       1488.16
## 1446              1                     48       14   19259.550       4659.55
## 1447              1                     32       14    2733.430        767.53
## 1448              0                     NA       11   21663.482       8463.48
## 1449              0                     NA       11   17087.596       1462.60
## 1450              0                     NA       16   57064.334      21969.65
## 1451              0                     NA        7   10383.460        883.46
## 1452              1                     NA       10   23668.603       1668.60
## 1453              0                     NA       11    6716.870        716.39
## 1454              0                     NA       11    5345.460        345.46
## 1455              0                     NA       10    6858.690        858.69
## 1456              0                     NA       10    7517.900       1738.09
## 1457              0                     52        7    9716.444       1216.44
## 1458              0                     22       11   15362.020       2362.02
## 1459              1                     62       15   17929.560       6478.07
## 1460              1                     46       16   13592.110       2592.11
## 1461              1                     17        7    3161.900        761.90
## 1462              0                     10        2    8766.863        766.86
## 1463              0                     NA       11    4248.592        248.59
## 1464              1                      9       20   31155.030       3155.03
## 1465              0                     23        7    1793.690        374.63
## 1466              2                      9       11   19474.115       7474.12
## 1467              1                     74       15    2495.670        570.67
## 1468              0                     NA       10   12188.700       2138.70
## 1469              0                     16       10    9144.903       1144.90
## 1470              0                     22        7    8170.330        970.33
## 1471              1                     41        9   14908.613        908.61
## 1472              4                     28        6    8195.023        695.02
## 1473              0                     31        3    1729.360        529.36
## 1474              1                     NA       15   20978.594        978.59
## 1475              0                     48        8   14336.249       4136.25
## 1476              0                     NA        4    3427.530        427.53
## 1477              0                     44        9   30662.280       3087.28
## 1478              2                     NA       20   24337.163       8316.60
## 1479              0                     NA       17    4867.650       1247.21
## 1480              0                     NA        7    6123.145       1123.15
## 1481              2                     NA       16    8476.033        476.03
## 1482              1                     NA       10   21853.473       1853.47
## 1483              0                     NA        8   25297.821       7297.82
## 1484              1                     NA        5   11560.462       1560.46
## 1485              0                     26       12   10485.060       2085.06
## 1486              5                     38       20   15341.963        941.96
## 1487              1                     11       12   11479.490       2379.49
## 1488              1                     19       15    4831.820        831.82
## 1489              1                     NA       20   14345.170       2345.17
## 1490              0                     NA        7    1739.630        480.57
## 1491              0                     33       14    1877.450        375.07
## 1492              0                     NA       16   10184.233        734.23
## 1493              3                     NA        4    8874.840        824.84
## 1494              1                     27       14    5998.623       1198.62
## 1495              0                     NA       17    8488.630        688.63
## 1496              0                     NA        9   22528.961       2528.96
## 1497              1                     NA       10   19070.723       2070.72
## 1498              0                     NA        7    8806.745        681.74
## 1499              0                     59        6    9140.000       3020.09
## 1500              0                     37        6   10628.040       1028.04
## 1501              1                     NA       22    9802.210        802.21
## 1502              0                     NA       10   48223.450      13223.45
## 1503              0                     76       13   11053.800       3216.16
## 1504              1                     NA       19   27220.400       2220.40
## 1505              0                     NA       12   22845.747       4845.75
## 1506              1                     NA        7    5544.860        144.86
## 1507              1                     NA       15   14996.511       2996.51
## 1508              1                     NA        6    7671.240       2325.39
## 1509              0                      5        8   17090.431       2590.43
## 1510              1                      9       10    3211.400        612.46
## 1511              0                      8       12   15155.422       4155.42
## 1512              0                     NA       16    2704.205        304.20
## 1513              0                     NA       22   41694.643      13694.64
## 1514              2                     32        8   13552.930       3052.93
## 1515              1                     NA        7    8321.730       4469.32
## 1516              0                     74       16   13221.390       5515.81
## 1517              0                     NA        9   20576.070       2576.07
## 1518              0                     15        8   32744.530       3944.53
## 1519              3                     NA       16    7787.960       1913.63
## 1520              2                     NA        8    3973.320        373.32
## 1521              4                     33        4   33084.220       1084.22
## 1522              0                     NA        9   23902.710       7277.71
## 1523              1                     NA       12    4637.890       1656.30
## 1524              0                     NA       18   21007.570       3007.57
## 1525              0                     NA       16   21843.420       1843.42
## 1526              0                     NA       11    7573.860        573.86
## 1527              1                     NA       12   19414.070       5181.07
## 1528              0                     NA       10    7142.388       2142.39
## 1529              0                     65        8    2688.830         38.83
## 1530              3                     NA       13   14155.830       2155.83
## 1531              1                     69        6    8621.750        621.75
## 1532              3                     NA        6   13456.190       2456.19
## 1533              0                     63        8   11638.993       2763.99
## 1534              0                     71       22   12509.670       1509.67
## 1535              1                     NA        9   13682.630       1682.63
## 1536              0                      4        9   28816.830       3591.83
## 1537              1                     NA       14   36384.221       6384.22
## 1538              0                     19        6   13653.480       3153.48
## 1539              0                     NA       11   31637.268       3637.27
## 1540              0                     NA       12   22540.340       9051.37
## 1541              0                     35        7   14083.209       2583.21
## 1542              0                     32       10   11431.884       1431.88
## 1543              1                     NA       13   40943.980       5943.98
## 1544              1                     NA       10   17933.099       2933.10
## 1545              2                     46       13   18851.100       2851.10
## 1546              0                     NA        9   15146.451        646.45
## 1547              1                     NA        8    7081.475       1306.48
## 1548              1                     NA        6   23348.788       5348.79
## 1549              0                     35       13    7099.640       1099.64
## 1550              0                     NA        5   13404.210        254.21
## 1551              0                     NA       11    5322.122        322.12
## 1552              0                     NA        8    9266.120       1266.12
## 1553              2                     NA       22    9705.910       1385.45
## 1554              0                     NA        8   26196.353       6996.35
## 1555              0                     NA        9   17671.418       2671.42
## 1556              4                     53        8    4341.060       1099.44
## 1557              0                     48       20    8296.309        296.31
## 1558              0                     NA        5    3870.135        245.13
## 1559              0                     NA       10   16913.680       1913.68
## 1560              0                     43        7   39337.440       9337.44
## 1561              1                     70       19   33279.020       9029.02
## 1562              1                     NA        8    9170.650       1170.65
## 1563              1                     70        6    5422.980        422.98
## 1564              1                     NA       12    9571.870       1509.02
## 1565              1                     44       15    8418.790       3388.61
## 1566              0                     NA        7   11560.462       1560.46
## 1567              2                     18        8    5246.280       1636.75
## 1568              0                     37       23   39981.070       4981.07
## 1569              1                     NA       17   18902.870       2102.87
## 1570              0                      7       13   37484.620       7484.62
## 1571              0                      6       14   13499.392       2574.39
## 1572              1                     NA       13   17039.807       1039.81
## 1573              0                     58       12   14582.944       2207.94
## 1574              2                     10        8   15920.210       2920.21
## 1575              0                     NA       16   28148.610       4148.61
## 1576              1                     26       10   36411.779      15411.78
## 1577              4                     NA       11   10033.590       4728.93
## 1578              3                      9       10    4924.640       2141.38
## 1579              2                     NA       12   32199.643       3449.64
## 1580              1                     NA        8    6858.690        858.69
## 1581              0                     NA       15   41630.530      13443.80
## 1582              0                     NA       13   43993.386      13993.39
## 1583              3                     NA       14   15701.266       3701.27
## 1584              3                     NA       10   16075.994       5075.99
## 1585              1                     41       21    6940.501       1540.50
## 1586              0                     NA       12   10310.640        310.64
## 1587              1                     40       18   36868.463       6868.46
## 1588              3                     53       11   17685.298       1685.30
## 1589              2                     NA        4    5356.710        856.71
## 1590              1                     NA        9   22873.000       2873.00
## 1591              1                     NA       14   37498.256       8323.26
## 1592              0                     NA        4    8759.340        759.34
## 1593              3                     38       14   11915.700       1965.70
## 1594              2                     NA        8    5452.302        227.30
## 1595              0                     52       17   14346.479       2346.48
## 1596              0                     NA       14    8183.420       4574.58
## 1597              0                     NA        3   13389.080       1389.08
## 1598              1                     NA       16    1186.600        186.60
## 1599              2                     59        7   23135.180       5135.18
## 1600              0                     NA       13   23407.220       3407.22
## 1601              2                     12       16   17448.060       4448.06
## 1602              0                     NA        8   32882.790       2882.79
## 1603              0                     NA        6    5029.180       2297.95
## 1604              0                     NA       11    1633.870         88.36
## 1605              5                     NA       11   10966.930       1966.93
## 1606              0                     NA        8    3499.610       1000.34
## 1607              1                     NA       29   12128.022       2128.02
## 1608              1                     71       10    3866.640        926.38
## 1609              1                     NA        5   20033.182       3033.18
## 1610              0                     NA        6   32833.454      11833.45
## 1611              0                     NA        9   17494.790       2494.79
## 1612              1                     18        8   15720.295       4720.30
## 1613              0                      9       11   12733.149       3608.15
## 1614              1                     NA       12    6843.171        768.17
## 1615              1                     10       13    7950.720       1935.72
## 1616              0                     68        5   11773.590       1773.59
## 1617              0                     NA       21   13183.820       1183.82
## 1618              0                     NA        9   26442.230       6442.23
## 1619              2                     67       15   26096.679       7096.68
## 1620              3                     NA        6   18028.053       2028.05
## 1621              0                     12        8   22726.596       7726.60
## 1622              1                     NA       11    6917.550        917.55
## 1623              1                     NA        8   14943.615       4943.62
## 1624              0                      9       10   24492.581       4492.58
## 1625              0                     23       11    4725.900       2416.39
## 1626              0                     NA       23   53052.285      18052.28
## 1627              0                     NA       10    8471.607        471.61
## 1628              0                     78       10   41197.860       6197.86
## 1629              0                     NA       14   21913.552       1913.55
## 1630              1                     60       16   11092.589        467.59
## 1631              0                     NA       14   16064.800       6669.71
## 1632              1                     NA       19   12356.425       2356.42
## 1633              0                     71        8    3468.133        468.13
## 1634              3                     NA        9   25581.157       1581.16
## 1635              1                     NA        9   19791.906       1791.91
## 1636              0                     79        5    2646.452        646.45
## 1637              0                     NA        9   12802.875       1602.87
## 1638              1                     NA       11   17719.070       1469.07
## 1639              2                     NA        6    8486.010       2773.25
## 1640              0                     NA        8    7580.033       1330.03
## 1641              1                     NA       12   16441.390       1441.39
## 1642              0                     31       15   14288.921       1788.92
## 1643              0                     NA       20   11218.062       1218.06
## 1644              1                     10       13    6874.890       1639.85
## 1645              1                     NA       16   16133.270       5206.40
## 1646              0                     NA        9   31982.676      10882.68
## 1647              1                     65       16    8783.620       1283.62
## 1648              0                      4       15   46314.005      11314.01
## 1649              0                     NA        6    9280.830        780.83
## 1650              0                     56       24   12996.650        996.65
## 1651              0                     39        8    8884.385       1884.39
## 1652              0                     15       14   12425.700       1625.70
## 1653              0                     54       24   30111.620       6111.62
## 1654              1                     NA       20   29503.150       8868.29
## 1655              0                     NA       23   14219.480       2219.48
## 1656              3                     NA       17   12956.236        956.24
## 1657              1                     58        9   22537.350       1537.35
## 1658              2                      5       12    6347.880       2277.79
## 1659              0                     NA        8    6922.994       1422.99
## 1660              5                     49       13    8573.900       1373.90
## 1661              0                      7       12   16310.090       2310.09
## 1662              1                     NA       14   10632.752       2632.75
## 1663              3                     NA       10   16896.709       1896.71
## 1664              0                     NA        5    6300.690       1359.26
## 1665              1                     17       14   15835.311       1010.31
## 1666              0                     46        3    2813.295        813.30
## 1667              0                     20       12   11073.837       2348.84
## 1668              1                     NA       16   41490.670       9140.67
## 1669              0                     49        6    5892.116        892.12
## 1670              0                     71        3    8516.184        516.18
## 1671              3                     NA       19    9228.080        828.08
## 1672              0                     NA       10    4339.230        739.23
## 1673              1                     NA       21   21973.640       2373.64
## 1674              1                     45        9    5317.114       2287.11
## 1675              0                     NA        6   14346.479       2346.48
## 1676              0                     NA       11   11889.269        689.27
## 1677              0                     NA       11   41850.856       6850.86
## 1678              1                     NA        9   28731.636      11256.64
## 1679              1                     NA        3   17676.240       1651.21
## 1680              1                     59       22   19228.900       6907.61
## 1681              0                     78       11   24138.048       8138.05
## 1682              1                     NA       13    9490.930       3536.33
## 1683              0                     NA       12   11955.399       1955.40
## 1684              0                     16       11    9665.130       1265.13
## 1685              3                     11       16   46642.687      11974.97
## 1686              1                     18        7   24679.200       7328.93
## 1687              0                     NA        9    6303.280       1303.28
## 1688              0                     NA       12   36862.940       5862.94
## 1689              0                     NA       16   21566.517       5566.52
## 1690              0                      9       15   16058.735       6058.74
## 1691              0                     61       10   11497.820       1497.82
## 1692              0                     NA       12   15898.028        898.03
## 1693              0                     10        6   12132.180       1132.18
## 1694              3                      4       16    4102.950       2033.41
## 1695              1                     35       13   17179.056       1179.06
## 1696              0                     NA        8   10272.488       1672.49
## 1697              1                     52        6    3647.810        447.81
## 1698              0                     NA       11   20638.880       2638.88
## 1699              0                     44       12   36636.402      11636.40
## 1700              2                     44       17    4537.100       1504.12
## 1701              1                     NA       11   25806.540       1806.54
## 1702              1                     NA       14   12128.022       2128.02
## 1703              0                     30       17   45525.530      10525.53
## 1704              2                     50       27   13129.340       1129.34
## 1705              1                     NA       13    5869.780        869.78
## 1706              0                     27        9    5302.860        802.86
## 1707              0                     NA       16    5106.149        106.15
## 1708              0                     NA       12   21652.345        652.34
## 1709              2                      7        6   18156.640       2556.64
## 1710              0                     33        6   22035.890      10119.39
## 1711              0                      6       11   11461.430       5791.08
## 1712              3                     33       10   27559.540       4559.54
## 1713              0                      1       13   16902.775        902.78
## 1714              0                     78       16    6758.657        758.66
## 1715              3                      3       14   17787.428       1787.43
## 1716              2                     NA        9   10505.472       2505.47
## 1717              0                     NA        5   19149.610       2149.61
## 1718              1                      9       15    8810.380       2185.38
## 1719              1                     NA        9    8296.390       4561.31
## 1720              2                     24       25   38076.278       8076.28
## 1721              2                     NA        7   22276.270       2276.27
## 1722              1                     44       19   15122.475       3122.48
## 1723              0                      5        3    6790.110       1190.11
## 1724              1                     NA       10   39824.620       4824.62
## 1725              0                     NA        8   25435.050       3473.18
## 1726              0                     58       17   17155.000       1555.00
## 1727              1                     47       14    5388.590        388.59
## 1728              0                     77       18   15078.660       1078.66
## 1729              0                     NA        6   13047.090       2047.09
## 1730              0                     NA       12   13139.630       1139.63
## 1731              1                     NA        9    6005.570       1150.76
## 1732              1                     54        8   12845.791        845.79
## 1733              0                     35       12   17948.908       1948.91
## 1734              0                     NA        3   17691.590       4691.59
## 1735              2                     20       11    7173.240       1173.24
## 1736              0                     NA       21   19722.224       1722.22
## 1737              2                     60        9    8118.980       1168.98
## 1738              1                     NA       12    7067.070       1067.07
## 1739              3                     36        6     770.690        157.88
## 1740              0                     NA        7   11955.399       1955.40
## 1741              0                     66       10   12960.550        160.55
## 1742              0                     38       18   17655.930       3580.93
## 1743              0                     NA       10    8973.900       2167.98
## 1744              0                     NA       25   15551.380       2551.38
## 1745              2                     NA       14   13083.240       1083.24
## 1746              3                     23       13    4092.770       1092.77
## 1747              1                     33        8    8651.946        101.95
## 1748              1                     22       12   14966.110       1966.11
## 1749              0                     NA       10   13715.140       1715.14
## 1750              1                     72        6   23456.456       5206.46
## 1751              2                     NA       10   26124.820       2124.82
## 1752              2                     22       10   18112.549       6597.47
## 1753              1                     NA       16    6439.840        439.84
## 1754              1                     61       13   14826.332       4201.33
## 1755              0                     NA        6    8885.770       1385.77
## 1756              1                      8        8   60108.154      25633.15
## 1757              2                     28        5   40622.399      14647.40
## 1758              1                     NA       18   48430.952      16430.95
## 1759              0                     NA       11   14430.829       4430.83
## 1760              1                     NA       17   21307.641       4257.64
## 1761              1                     NA       15    6195.454        695.45
## 1762              0                     NA       12   47733.680      16183.04
## 1763              1                     NA        8   15873.300       3523.30
## 1764              0                     NA        7   10368.230       1368.23
## 1765              1                     NA       10    9157.290       1582.29
## 1766              1                     NA        9   17269.582       7219.58
## 1767              0                     NA       13    6188.660        688.66
## 1768              3                     NA       10    7524.780       1524.78
## 1769              3                     12        9    5048.240       1048.24
## 1770              2                     NA       12    5270.850       1741.22
## 1771              0                      9       15   20209.540       2209.54
## 1772              1                     NA       12    6792.137         67.14
## 1773              0                     80       15   22427.050       2427.05
## 1774              0                     17       16   11211.620       1211.62
## 1775              0                     25       17   17637.290       2637.29
## 1776              3                     NA        9   27011.974       2011.97
## 1777              0                     NA       14   26941.888       4941.89
## 1778              0                     NA        5   10366.129       1166.13
## 1779              0                     NA       11    1215.368         15.37
## 1780              0                     13        4   18433.110       3408.89
## 1781              0                     73        5   10547.098        497.10
## 1782              2                     39        7    6983.983        783.98
## 1783              2                      3        8   12091.060       2091.06
## 1784              0                     NA        3    6917.430       4103.52
## 1785              0                     NA        6    6934.230        934.23
## 1786              0                     37       26   10113.050       1313.05
## 1787              1                     51       12   24397.820       9350.97
## 1788              0                     NA        9   22777.620       4777.62
## 1789              0                     NA       11   20532.920       5907.92
## 1790              1                     29        8   26909.306       6909.31
## 1791              4                     NA        9    5286.602       1086.60
## 1792              0                     NA       18    4252.117        252.12
## 1793              1                     55       12   32805.000      11737.50
## 1794              3                     72       17   16003.593       2003.59
## 1795              1                     NA        6   24713.220       5663.22
## 1796              0                     NA        4   10159.120       1159.12
## 1797              0                     NA       19   17948.908       1948.91
## 1798              2                     NA       15   12730.900       2730.90
## 1799              0                     NA        9   26944.460       1944.46
## 1800              4                     NA       12    8693.460       1143.46
## 1801              0                     43        6    5977.700        977.70
## 1802              0                     47        7    6502.496        502.50
## 1803              0                     16       19   36923.759      13598.76
## 1804              1                     NA       10   17340.721       2340.72
## 1805              1                     60        4    4373.968       1148.97
## 1806              0                     80       11   16128.210       8470.94
## 1807              3                     56        7    7897.140       2798.15
## 1808              1                     NA        8   32298.759       2298.76
## 1809              0                     80       25   19410.414       3560.41
## 1810              0                     NA       10    1284.520        310.64
## 1811              2                     34       10   30571.880       5571.88
## 1812              0                     NA       16   26296.276       2296.28
## 1813              2                     NA       14    9688.270       2390.99
## 1814              0                     51        5    8480.062       1355.06
## 1815              0                     NA       13   15639.407        639.41
## 1816              1                     NA       12    8031.642       1531.64
## 1817              1                     24       15   14080.140       2505.14
## 1818              1                     14        8   25543.191       9543.19
## 1819              5                     26       16   34024.720      10024.72
## 1820              1                     NA       12   18297.940       8634.47
## 1821              0                     NA       16   17917.690       1917.69
## 1822              1                     17        9   28291.630       4291.63
## 1823              0                     NA       12   41843.968       6843.97
## 1824              0                     NA       10    4007.590       1229.48
## 1825              1                     31       17   16546.500       1546.50
## 1826              1                     NA       25   16827.490       1827.49
## 1827              3                     76        6   13583.290       1583.29
## 1828              2                     NA       31   55142.708      20142.71
## 1829              1                     NA       14   10873.580       1873.58
## 1830              0                     NA        9    6481.308        981.31
## 1831              0                     NA        6    1482.761        282.76
## 1832              1                     27       19   17831.220       2231.22
## 1833              0                      2       11   24112.760       4112.76
## 1834              2                     NA        6   13532.420       2032.42
## 1835              0                     NA        7    4297.350        697.35
## 1836              0                     NA        6   20616.000       2316.00
## 1837              0                     NA       11   28405.751      10905.75
## 1838              0                     NA        7    8736.774        411.77
## 1839              0                     NA       15   18487.660       1687.66
## 1840              0                     NA       13   18894.890       3894.89
## 1841              2                     10       11   14235.090       5714.71
## 1842              0                     35       10   11972.500       6559.23
## 1843              3                     39       11   10621.990       4659.78
## 1844              1                     NA        9   36001.440      11001.44
## 1845              0                     NA       18   24117.120       2167.12
## 1846              1                     NA       10   14376.234        376.23
## 1847              2                     NA       13   10396.520       1795.55
## 1848              0                     59        6   24433.950       4433.95
## 1849              3                     36       20   11245.553       1245.55
## 1850              2                     NA       14   24273.780       4273.78
## 1851              1                     NA       12   10915.220       1915.22
## 1852              0                     67       21    2961.560       1057.99
## 1853              1                     NA       15   16113.460       7451.90
## 1854              0                     19       32   17608.306       5308.31
## 1855              1                     NA        9   19443.925       2943.93
## 1856              0                     27       11    5597.420        597.42
## 1857              1                     35        8    1312.120        312.12
## 1858              0                     NA       10   20804.450       2579.45
## 1859              1                     44        9   34825.238       2475.24
## 1860              0                     14       12    7024.940       1024.94
## 1861              2                     NA       13   20192.538       2192.54
## 1862              0                     64        6    7867.350       1867.35
## 1863              3                     18       12   19895.550       1895.55
## 1864              1                     13       19   18686.100      10565.97
## 1865              0                     NA       14    6064.011       1064.01
## 1866              1                     73        6   12886.252        886.25
## 1867              2                     79       15   16497.899       2497.90
## 1868              0                     NA        7    8752.510        752.51
## 1869              0                      7       11   12030.080       2030.08
## 1870              0                     NA       10   13150.939       2150.94
## 1871              1                     NA        6   25728.636       2053.64
## 1872              0                      7       13   12858.597       2358.60
## 1873              1                     NA       12   18868.810       2868.81
## 1874              0                     54        8    9289.350       1894.79
## 1875              0                     NA       13   16203.420       1203.42
## 1876              0                     61        4   18083.239       5583.24
## 1877              4                     41       15   24256.045       3256.05
## 1878              0                     21        6   32947.986      10172.99
## 1879              0                     NA        6    1253.320        253.32
## 1880              0                     15       10   43739.961       8739.96
## 1881              2                     36       20   52841.978      22841.98
## 1882              0                     NA       19   21248.000       1248.00
## 1883              0                     NA       10    8787.350        787.35
## 1884              1                     NA       13   17340.721       2340.72
## 1885              0                     20       14   11475.090       1475.09
## 1886              1                     NA        5   22657.150       4657.15
## 1887              0                     43       11   15979.750       1979.75
## 1888              0                     NA        8   18963.110       2213.11
## 1889              1                     NA       24   21074.780       1074.78
## 1890              0                     NA       13   20171.890       2571.89
## 1891              0                     NA        5   22528.961       2528.96
## 1892              0                     13       11    9858.490       2372.27
## 1893              1                     NA       12   11431.116       1431.12
## 1894              2                     82       10   30644.171        644.17
## 1895              1                     NA       10   11431.116       1431.12
## 1896              0                     NA        8   16731.270       8057.40
## 1897              0                     NA        9   13230.930       1730.93
## 1898              1                     69       15    5636.620        636.62
## 1899              0                     NA        6   17340.721       2340.72
## 1900              0                     NA        9    4027.919        827.92
## 1901              0                     NA        6    3967.070        967.07
## 1902              1                     NA       11   39003.680       6003.68
## 1903              0                     64       25   18624.870       2624.87
## 1904              0                     NA       10    7161.750       1161.75
## 1905              1                     NA       16   33988.250       8988.25
## 1906              0                     NA        6   12885.710       2885.71
## 1907              0                     NA       14   43961.250       8961.25
## 1908              1                     NA        8    6276.400       2268.97
## 1909              1                     NA       23   23397.570       3397.57
## 1910              3                     NA        4   11022.990       1022.99
## 1911              1                     NA       15    6186.010        186.01
## 1912              0                     NA       25   43146.010       8221.01
## 1913              3                     NA       10    3882.650       1245.06
## 1914              0                     64        8   18369.436       3369.44
## 1915              2                     NA        9   23568.464       3568.46
## 1916              1                     14       10    5049.820        849.82
## 1917              2                     75        8   56931.835      21931.83
## 1918              0                     NA       10   26794.132      10794.13
## 1919              3                     NA       22   12564.250       1364.25
## 1920              1                     76        9   17774.548       5774.55
## 1921              1                     27       12   15827.444        827.44
## 1922              1                     NA       19   37001.140       7001.14
## 1923              3                     52       19   18289.530       2289.53
## 1924              1                     NA       10   24256.121       4256.12
## 1925              1                     NA       11   46565.033      14565.03
## 1926              2                     16        7   10411.061        411.06
## 1927              0                     25        5    4548.956        348.96
## 1928              1                     NA       13    7972.060       1873.28
## 1929              0                     10       10   23431.670       5081.67
## 1930              0                     NA       19   28904.150       3904.15
## 1931              0                     NA        8   13851.019       1051.02
## 1932              0                     NA       12   35344.980       5344.98
## 1933              2                     NA        9   22790.360       2790.36
## 1934              1                     58       25   27760.370       5010.37
## 1935              1                      4       14   11218.062       1218.06
## 1936              0                     NA        6    7070.501       1070.50
## 1937              0                     NA       11    5608.120        608.12
## 1938              0                     11        8    9740.470       1740.47
## 1939              0                     10        7   13099.000       2524.00
## 1940              1                     NA        7   11247.429       2247.43
## 1941              0                     NA       22   17905.549       1905.55
## 1942              0                     10       12   11019.584       1019.58
## 1943              0                     51       15   27784.870       3934.87
## 1944              3                     NA        7   14072.197         72.20
## 1945              1                     NA        9    5049.130        549.13
## 1946              1                     69       11   23464.330       8375.19
## 1947              1                     41       14   14271.320       1271.32
## 1948              1                     NA        4   13570.190       1570.19
## 1949              3                     13       10   10630.180       2865.18
## 1950              2                     82        9    5452.120       1237.80
## 1951              3                     NA        8    6875.878       1625.88
## 1952              0                      3       11   18859.650       2859.65
## 1953              1                     15       11   11615.590       1615.59
## 1954              0                     29       13   11784.232       1784.23
## 1955              3                      6        9   11421.110       1421.11
## 1956              0                     NA       22    8176.880        976.88
## 1957              1                     47       12    3988.750        913.75
## 1958              0                     35        6   16291.730       4791.73
## 1959              0                     NA        9    7311.250       3082.33
## 1960              0                     NA        5   30695.390       7195.39
## 1961              0                     NA        9   41244.813       6244.81
## 1962              0                     42        6   14984.140       2984.14
## 1963              1                     62        7   11490.690       1990.69
## 1964              1                     75       10   38502.674       7202.67
## 1965              1                      5       15   21211.567       3211.57
## 1966              1                     NA       11   12397.630       4285.65
## 1967              2                     17       10    6513.000       1513.00
## 1968              2                     56       12   32903.536       2903.54
## 1969              0                     24       10    7928.590       2637.81
## 1970              0                     NA        3   16946.600       5946.60
## 1971              0                     41       12   17579.110       1579.11
## 1972              0                     40       13   19030.862       4030.86
## 1973              0                     NA       15   39229.287      14654.29
## 1974              0                     NA        7   10792.930       1192.93
## 1975              1                     12       13   23233.770       3233.77
## 1976              0                     22        8   12128.022       2128.02
## 1977              1                     NA        8   16922.981       1047.98
## 1978              0                      1       10   19882.040       4882.04
## 1979              0                     55       15    8001.771       1001.77
## 1980              2                     14        8   26166.374       6966.37
## 1981              1                     NA       17    2946.026        446.03
## 1982              2                     NA       23   11139.340       1139.34
## 1983              2                     NA       15   21052.298       3052.30
## 1984              0                     NA        6   41633.311      11598.66
## 1985              0                     NA       24   42005.050      13726.04
## 1986              0                     46       13    5977.600       3042.28
## 1987              2                     NA       13    8495.660       1870.66
## 1988              5                     76       13   10652.460       5166.29
## 1989              2                     13        9   26981.890       5731.89
## 1990              0                     NA        7   14541.370       2666.37
## 1991              0                      9       12   19089.850       1089.85
## 1992              2                     NA       24   11770.500       1370.50
## 1993              1                     NA       19   24318.069       9743.07
## 1994              1                      8       10    3880.320        918.68
## 1995              0                     76        9    3053.040        653.04
## 1996              1                     NA        9   23568.464       3568.46
## 1997              2                     NA        8   13257.583       1257.58
## 1998              1                     NA        5    7315.892        915.89
## 1999              1                     41       11   28166.501       5166.50
## 2000              2                     NA       14   23910.798       3910.80
## 2001              0                     45       12   50069.034      15069.03
## 2002              0                     NA        6   27667.717       8542.72
## 2003              0                      4       15   18046.240       3046.24
## 2004              4                     50       19   26396.626       3996.63
## 2005              0                     NA        9   11872.261       2372.26
## 2006              0                     NA       10    7399.359       1149.36
## 2007              0                     NA       20    7692.090       1192.09
## 2008              1                     59       14   53956.318      18956.32
## 2009              0                     NA       16    4262.280       1588.81
## 2010              1                     NA        8   19027.360       3027.36
## 2011              0                     32        4   12379.400       7247.92
## 2012              0                     32        9   21636.223       4461.22
## 2013              1                     NA       10   41244.813       6244.81
## 2014              2                     NA       10   20052.984        852.98
## 2015              2                     60       12   10073.560       1448.56
## 2016              1                     NA        8   28901.183       3901.18
## 2017              0                     NA       13   19759.430       3759.43
## 2018              0                     NA        8   14906.080       6056.27
## 2019              0                     18        9   16804.030       1804.03
## 2020              0                     NA       15    4448.800       3057.31
## 2021              1                     NA        6    8320.480       1120.48
## 2022              0                     NA        8   12474.657       1474.66
## 2023              1                     35       20   10759.859       1759.86
## 2024              0                     25        8    7816.330       1816.33
## 2025              0                     15        9   18861.480       2550.32
## 2026              0                     25       14   37709.530       5709.53
## 2027              2                     NA        4   21815.227       7415.23
## 2028              0                     51        5   25348.350       4548.35
## 2029              0                     NA        5   19424.410       2424.41
## 2030              0                     NA        4   22862.283       2862.28
## 2031              0                     NA        6   22880.384       5880.38
## 2032              0                     23       10   41193.840       6193.84
## 2033              0                     61        7   13335.000       2710.00
## 2034              0                     11        8   38076.750       8076.75
## 2035              3                     52       15   24283.410       4283.41
## 2036              1                     NA        6   10809.660       2484.66
## 2037              1                     25       10   19701.351       5684.95
## 2038              0                     37       13   40775.292      12150.29
## 2039              1                     NA       16   13747.230       1747.23
## 2040              4                     NA        8   24005.415       3005.42
## 2041              0                      8       13   25714.363       1714.36
## 2042              0                     NA        4   10654.400       1354.40
## 2043              1                     NA       12   11129.600       2537.55
## 2044              0                     NA       22   26630.593       6505.59
## 2045              2                     33        6   46009.323      15609.32
## 2046              1                      7       11    7151.790       3073.98
## 2047              1                     NA       14    5996.660       1367.69
## 2048              2                     NA        9    4349.080       1113.14
## 2049              1                     NA       21   26507.760       6132.76
## 2050              0                     10       17   25100.810       5100.81
## 2051              3                     33       11   10639.380       1764.38
## 2052              0                     NA       12   16106.430       6776.02
## 2053              0                     30        8   22470.210       2439.05
## 2054              2                     29       16    5632.302        832.30
## 2055              2                     74        6   14304.830       6846.46
## 2056              0                     NA       15   27188.880       6788.88
## 2057              3                     NA       11   29140.270       9640.27
## 2058              1                     44        9   10122.040       1547.04
## 2059              0                     21       19   12078.970       2078.97
## 2060              0                     NA       10   13517.360       1517.36
## 2061              1                     NA       24   41864.000       6864.00
## 2062              1                     NA        4    7497.050       1497.05
## 2063              0                     15       12   45338.393      15338.39
## 2064              1                     57       11    8118.620        718.62
## 2065              0                      2        8   26169.624       1794.62
## 2066              1                     49       11   19299.520       3299.52
## 2067              0                     71       11   12893.804        893.80
## 2068              0                      6       11    3695.850        970.85
## 2069              0                     NA        9   10524.790        949.79
## 2070              0                      9       14   18377.215       3377.21
## 2071              1                     44       20   26369.633       1569.63
## 2072              2                     NA       17    9195.033       3195.03
## 2073              0                     NA       18    5374.070       1899.79
## 2074              5                     NA       23   23803.930        803.93
## 2075              0                      7       11   31917.510       5517.51
## 2076              1                     NA        7   15847.161       3022.16
## 2077              1                     36       12    9558.776       2358.78
## 2078              0                     NA        9   19526.724       3901.72
## 2079              0                     NA        5   11098.070       1498.07
## 2080              1                     NA        7   35333.368      10333.37
## 2081              0                     NA       10   36487.320      10112.32
## 2082              2                     31       10   13224.952       2024.95
## 2083              1                     42       11    4927.050       1317.49
## 2084              2                     NA        6    5629.480       1539.18
## 2085              2                     12       17   12217.860       7042.30
## 2086              0                     10        7   15066.510       2691.51
## 2087              0                     NA        8   28063.340       8063.34
## 2088              0                     62        8   18123.110       3123.11
## 2089              0                     NA        9   11459.430        459.43
## 2090              1                     NA       14   17317.837       5617.84
## 2091              0                     NA        7   11235.220       1235.22
## 2092              0                     13       12    7173.240       1173.24
## 2093              0                     NA       24   12402.850       1202.85
## 2094              0                      5        7   23192.490       3992.49
## 2095              1                     NA       15    7141.380       1141.38
## 2096              0                     NA       22   30949.252       2949.25
## 2097              0                     64        9   16961.550        961.55
## 2098              0                     20       10   13259.380       1259.38
## 2099              0                     NA        5    8280.500        780.50
## 2100              0                     31       11   22861.408       3461.41
## 2101              0                     21        9   18535.840       4037.95
## 2102              0                     22       11   27184.204       5184.20
## 2103              1                     NA        6   18840.790       1515.79
## 2104              1                     NA       15   16348.020       3523.02
## 2105              4                     NA       21    7130.858        380.86
## 2106              1                     47        9   21981.904       6981.90
## 2107              0                     NA       11   28559.200       3559.20
## 2108              0                     NA       10   37398.980      12262.55
## 2109              0                      6        7   15896.551       4396.55
## 2110              0                     13       11   12003.440       2003.44
## 2111              0                     NA        9    8702.500        902.50
## 2112              0                     NA        5    7801.420        801.42
## 2113              0                     NA       19    6305.690        954.16
## 2114              1                     NA        8    7310.670       1310.67
## 2115              0                     NA        9    3487.050        974.74
## 2116              0                     18       10   19309.400       1984.40
## 2117              1                     55       14   13035.330       1035.33
## 2118              0                     NA        9   28577.841       3577.84
## 2119              0                     NA       11   17268.886       1268.89
## 2120              0                     NA       12    6767.390       1486.54
## 2121              1                     NA        6   14617.743       2617.74
## 2122              0                     NA        8   13059.347       2684.35
## 2123              0                     NA        3   30834.197      12584.20
## 2124              1                     NA       17   16331.020       4331.02
## 2125              1                     NA        4   16937.350       1937.35
## 2126              0                     NA        7   32828.180       8978.18
## 2127              1                     10        9    5608.530        608.53
## 2128              0                     NA       19   27239.360       2239.36
## 2129              1                     13       12   23944.733       8944.73
## 2130              3                     NA       12   11233.130       1233.13
## 2131              0                     NA       15    4916.520       2639.91
## 2132              2                     NA       20   17467.338       6367.34
## 2133              0                     NA       17    1958.040        679.31
## 2134              0                     NA        9   24664.500       3664.50
## 2135              0                     NA       11    7624.140       3333.56
## 2136              0                     NA       12   13105.308       1105.31
## 2137              1                     NA       10    2883.590        483.59
## 2138              1                     28       13   36634.590       9634.59
## 2139              0                     71       12   22528.961       2528.96
## 2140              0                     NA       10    6867.090        867.09
## 2141              0                     NA       14   28933.483       8933.48
## 2142              1                     16       24   11076.950       1976.95
## 2143              4                     10       13   10338.900       2932.07
## 2144              4                     56       13   12353.470       2353.47
## 2145              1                     NA       10    8909.330       1709.33
## 2146              0                     14        8   19317.240       4281.08
## 2147              1                     15       15   16115.454       4115.45
## 2148              0                     NA        3    4024.639       1024.64
## 2149              0                     65       12   10868.860        868.86
## 2150              1                      9       10   15025.000       4905.37
## 2151              2                     43       13   31173.287       8423.29
## 2152              1                      6       10    9056.150       1856.15
## 2153              0                     60       10    5388.590        388.59
## 2154              0                      4       10    4205.450        591.57
## 2155              2                     NA        7   38803.596      10803.60
## 2156              1                     NA       11   35778.850      14053.85
## 2157              2                     NA       14    5875.150       2325.37
## 2158              2                     22       16    9580.710        580.71
## 2159              0                     NA       16   22456.030       2456.03
## 2160              0                     42       15   21088.440       4588.44
## 2161              2                     41       10    6615.330       1251.43
## 2162              4                     37       11   47686.160      13211.16
## 2163              0                     NA        7   40762.400       5762.40
## 2164              2                     NA        7    6624.402        624.40
## 2165              1                     17       22   36168.959       1168.96
## 2166              0                     NA       13   14271.210       2271.21
## 2167              0                     15       18   30613.330       5613.33
## 2168              1                     27        6   20076.769       4126.77
## 2169              0                     NA        8   24951.160       2201.16
## 2170              0                     14       26   18956.680       2956.68
## 2171              0                     76       20   18829.100       4005.84
## 2172              0                     NA       13   18778.250       2278.25
## 2173              0                     43        9   15998.510       3998.51
## 2174              1                     32       13   44055.620       9055.62
## 2175              0                     10       15   16579.953       1579.95
## 2176              0                     38       14   12649.292       2649.29
## 2177              0                     52       16   13666.610       2666.61
## 2178              1                      5       25   23557.982       2557.98
## 2179              1                     42       13   33475.188       5475.19
## 2180              0                     32       25   36031.489      12531.49
## 2181              0                      6        9   12121.440       1721.44
## 2182              2                     47        9   11746.650       3256.13
## 2183              1                     12       10    9090.430       1540.43
## 2184              0                     NA        7    8307.668       1457.67
## 2185              4                     NA       11    3460.233        660.23
## 2186              1                     52       12   24560.820       3560.82
## 2187              0                     NA       15   45900.315      10900.32
## 2188              0                      5       14   17719.850       1719.85
## 2189              2                     NA        8   24159.019       1909.02
## 2190              0                     NA       25   11955.399       1955.40
## 2191              0                     35       10    6008.590       1208.59
## 2192              2                     34        8   20019.527       4991.84
## 2193              3                     31       19   17974.880       3974.88
## 2194              2                     NA       21   14827.693       2827.69
## 2195              1                      4       13   14524.980       6447.85
## 2196              0                     81        8   12145.922       3645.92
## 2197              1                     NA       14    4056.570       1470.79
## 2198              0                     NA        6   14214.941       2175.66
## 2199              0                     NA       13    8064.478       1614.48
## 2200              0                     NA        9    3123.899        323.90
## 2201              0                     35       13   15951.309       1551.31
## 2202              0                     24       13   12587.306       2587.31
## 2203              0                     NA       14    8883.300        883.30
## 2204              0                     NA       13   23182.310       2182.31
## 2205              0                     40       11   17934.574       2934.57
## 2206              2                     36       14   20772.970       2772.97
## 2207              0                     16       10   23366.680       3366.68
## 2208              0                     NA        9   41327.976       6327.98
## 2209              0                     NA        6    5453.505        553.50
## 2210              1                     13        8   10185.847       2260.85
## 2211              1                     17       10   16825.594       6200.59
## 2212              2                     14        8    6526.053        526.05
## 2213              0                     NA       11   19143.030       2143.03
## 2214              1                     55       13   23469.210       2469.21
## 2215              3                     NA        8    8874.060       1738.87
## 2216              1                     NA        7    5901.366       1401.37
## 2217              0                     NA       11    4264.197       1014.20
## 2218              0                     38       12   12786.448       3036.45
## 2219              1                     NA        9   13004.670       2504.67
## 2220              0                     42        9   18880.911       3880.91
## 2221              0                     NA       11   12464.158       1264.16
## 2222              3                     10        9   42981.951      12981.95
## 2223              2                      4       12   27434.770       3434.77
## 2224              1                     21        7   11942.980       1942.98
## 2225              0                     29        9   19977.660       3177.66
## 2226              1                     42       10   12175.510       2175.51
## 2227              1                     NA       14   19306.817       6931.82
## 2228              1                     NA        6   13682.130       1682.13
## 2229              2                     10       16   16979.308       2979.31
## 2230              1                     NA       10   10759.859       1759.86
## 2231              1                     41       15    9140.780       1140.78
## 2232              0                     NA        4    9614.202       2039.20
## 2233              0                     56        6    6248.500       1248.50
## 2234              0                     52        6   14168.540        568.54
## 2235              1                     NA       14   34690.720       4690.72
## 2236              2                      1        9   25734.236      10734.24
## 2237              1                     NA       26   11907.725       1507.72
## 2238              0                     NA        4    8092.329       1092.33
## 2239              1                     NA        9    2105.110        566.77
## 2240              0                     NA       10    6917.560       3762.09
## 2241              1                     NA        8   11964.326       1214.33
## 2242              4                     34        7   15307.231       4807.23
## 2243              0                     NA       13   10959.190       2902.74
## 2244              0                     20       10    8240.930       2112.26
## 2245              0                     NA       17   22910.536       2910.54
## 2246              0                     57       14   21458.116       6458.12
## 2247              1                     73       11   20790.730       3790.73
## 2248              0                     15       16   16435.540       4435.54
## 2249              1                     NA       22   12358.831       2540.63
## 2250              0                     NA       16   13428.150       1428.15
## 2251              0                     NA       15   10885.890        885.89
## 2252              1                     40       10    6652.460        652.46
## 2253              0                     26       11   11264.458       1264.46
## 2254              0                     31       10    4506.490        781.49
## 2255              0                     43       12   15473.570        473.57
## 2256              2                     23       13   13954.249       3954.25
## 2257              0                     11        8   18983.340       3108.34
## 2258              0                     62       11   19537.374       6012.37
## 2259              1                     NA        9   24550.686       8550.69
## 2260              0                      9        8   20883.709       7883.71
## 2261              1                     NA       24   56349.814      21349.81
## 2262              0                     NA        8   10763.610       1888.61
## 2263              2                     46       12    8598.910       3072.03
## 2264              0                     NA        7   19839.232       3964.23
## 2265              0                     80        8   24787.000       3787.00
## 2266              0                     NA       12    8185.320       4054.77
## 2267              0                     19       10   10887.900       1887.90
## 2268              0                     NA        6   20792.640       2792.64
## 2269              4                     NA       15   23379.370       3379.37
## 2270              2                     48        9    8997.261        997.26
## 2271              0                     NA        9   23069.050       2069.05
## 2272              0                      6       18   24256.121       4256.12
## 2273              2                     50       21    8013.081       1013.08
## 2274              1                     NA       16   19310.516       1110.52
## 2275              0                     59       19   11977.650       2393.11
## 2276              1                     46       12   15127.800       1527.80
## 2277              2                     NA       11   14825.010       3625.01
## 2278              0                     13       26   10815.694       1215.69
## 2279              3                     NA       22    6531.440       2009.72
## 2280              1                     NA        8    3534.490       1238.99
## 2281              0                     NA        8   23512.932       3512.93
## 2282              0                     NA       11   27316.800       2316.80
## 2283              1                     19       15   18260.748       5660.75
## 2284              0                     59       15   15954.964       3654.96
## 2285              1                     24       12   14376.233       2201.23
## 2286              1                     31       16   24492.581       4492.58
## 2287              0                     NA        9    1594.080        451.39
## 2288              1                     NA       14   10138.008       1138.01
## 2289              1                     NA        8    5017.480       1537.30
## 2290              1                     NA       13   12640.830        640.83
## 2291              2                     50        8    8610.340       2210.34
## 2292              2                     NA       20   34074.900       3999.90
## 2293              0                     23        8   27283.522      11283.52
## 2294              1                     58       12   10028.730       1028.73
## 2295              0                     NA       13   19639.530      11099.27
## 2296              3                     72        6   13683.202       3683.20
## 2297              1                     54        8   10403.851       2078.85
## 2298              0                     NA       18   11286.220       1286.22
## 2299              3                     41        9   18496.784       2496.78
## 2300              0                     20       20   15479.502        479.50
## 2301              1                     82       14   13653.430       1653.43
## 2302              0                     NA        6   13518.230       1518.23
## 2303              0                     10        7   13572.109        572.11
## 2304              0                     NA        6   27633.254       2633.25
## 2305              0                     NA        1    6568.156       1393.16
## 2306              1                     67       14   19716.200       2716.20
## 2307              2                     NA       11    9920.810       4238.09
## 2308              0                     NA        6    1212.690        112.69
## 2309              0                     54       12   27690.218       8815.22
## 2310              0                     11        8   16896.709       1896.71
## 2311              0                     22        9   18173.020       2173.02
## 2312              0                     NA       15    6574.052        574.05
## 2313              1                     NA       13    7116.770        716.77
## 2314              0                     NA        3    5623.669       1123.67
## 2315              2                      6        9    5557.573       1357.57
## 2316              2                     69       15   11813.420       1813.42
## 2317              0                     NA        6    3223.448        223.45
## 2318              0                     45       12   13295.690       1295.69
## 2319              2                     NA       17   10111.760       2295.44
## 2320              0                     NA       12   15706.400       1306.40
## 2321              0                     NA       17   20814.445       7589.44
## 2322              0                     NA       12   14148.600       2148.60
## 2323              2                     24       21   31723.777       1723.78
## 2324              1                     38        6    2977.610        477.61
## 2325              5                     21       11   14814.560       4814.56
## 2326              0                     49       10   30615.808       5615.81
## 2327              1                     48       11    4430.400       1717.66
## 2328              2                      9        9   13583.650       1583.65
## 2329              1                     NA       13   12356.425       2356.42
## 2330              1                     23       18   45024.160      10024.16
## 2331              0                     39       13   24712.850       4712.85
## 2332              2                     NA       23   18443.921       2018.92
## 2333              3                     NA       10   18750.860       3750.86
## 2334              0                     NA       18   15845.341       5845.34
## 2335              3                     NA        8   11002.920       1002.92
## 2336              0                     37       13    5191.687        191.69
## 2337              0                     NA       13   22392.710       1392.71
## 2338              0                     NA        5   12949.227       2874.23
## 2339              0                     NA       11    8799.371        799.37
## 2340              0                     34       10   11696.230       1196.23
## 2341              1                     NA        9   39386.614      13911.61
## 2342              1                     NA        7   22533.228       2533.23
## 2343              0                     NA        9   24957.530       2957.53
## 2344              0                     NA        8    4782.160        782.16
## 2345              0                     48        6    6346.046       1346.05
## 2346              0                     NA        8   11133.939       1208.94
## 2347              1                     30       13    8171.398        371.40
## 2348              0                     NA        6   10372.110        772.11
## 2349              1                     NA       11    9423.390       1423.39
## 2350              1                     NA       11   14553.704       2553.70
## 2351              0                     38        8   14079.210       4972.99
## 2352              0                     NA        6   53052.285      18052.28
## 2353              0                     71       10   54530.688      19530.69
## 2354              1                     NA       10    5995.830       2117.68
## 2355              2                     NA       18   15694.000       1694.00
## 2356              1                     NA        7   15157.491       5157.49
## 2357              0                     77       10   12010.169        160.17
## 2358              2                     NA       11   11208.640       1708.64
## 2359              0                     NA       10   41187.550       6187.55
## 2360              3                     NA       17    6440.820        840.82
## 2361              0                      7       14   21765.719       1765.72
## 2362              1                      9       10   12692.093       2692.09
## 2363              0                     19        7    8908.340        908.34
## 2364              1                     80        8   22272.625       6272.63
## 2365              0                     NA        5   15440.870       5550.08
## 2366              2                     76       11   29847.120       4847.12
## 2367              3                     NA       11    8225.884        725.88
## 2368              0                     43       12   22968.185        968.18
## 2369              0                     NA        5    7290.860        790.86
## 2370              0                     29       13   44055.617       9055.62
## 2371              0                     NA        7   23694.490       3694.49
## 2372              0                     37       11    7155.980        755.98
## 2373              0                     NA       10   30027.700       6027.70
## 2374              0                     NA        6   18351.707       3351.71
## 2375              4                     21       10   29107.407       5107.41
## 2376              1                     NA       12   13088.645       1638.64
## 2377              0                     NA       10    9803.441       1603.44
## 2378              2                     NA       15   29386.730       7386.73
## 2379              0                     25        8   24171.855       7171.85
## 2380              1                     NA        9   30360.198      10310.20
## 2381              0                     NA        9   28208.829       9708.83
## 2382              0                     51        9   33769.210       8769.21
## 2383              1                     NA       24   28912.506       3912.51
## 2384              1                     NA        8   13165.060       4762.14
## 2385              0                      9       10   26422.910       1497.91
## 2386              4                     77       15   27762.600       7412.60
## 2387              3                     NA       13   18012.970       3412.97
## 2388              0                     15       11    9867.960       1367.96
## 2389              0                     35        5   19172.400       4172.40
## 2390              1                     NA       10    9090.160       2090.16
## 2391              5                      7       13   37413.000      18553.41
## 2392              0                     36       14   24005.415       3005.42
## 2393              0                     43        7    6160.952        160.95
## 2394              1                     12       12   53356.570      18356.57
## 2395              0                     NA       17   13639.990       1639.99
## 2396              0                     NA        7   13148.138       1148.14
## 2397              4                     64        7    3219.533        419.53
## 2398              0                     28       13   19061.115       1061.11
## 2399              3                     NA       20    9601.180       4615.54
## 2400              0                     NA        7   18954.680       3954.68
## 2401              0                     NA        4    4112.210        587.21
## 2402              3                     46       18   17299.047       3299.05
## 2403              2                     NA       28   20797.490       2797.49
## 2404              0                     NA       18   19314.420       1314.42
## 2405              0                     NA       16   16497.350       2497.35
## 2406              1                     20       20    4712.670        712.67
## 2407              0                     NA        4   14553.704       2553.70
## 2408              2                     42       17    8780.820       1280.82
## 2409              0                      9       10   25382.490       4382.49
## 2410              3                     NA        6   19875.710       1875.71
## 2411              5                     NA       11    3012.540        512.54
## 2412              0                     NA        8   36499.730       6499.73
## 2413              1                     42        6   50291.080      15291.08
## 2414              2                     NA       18    8354.350       1854.35
## 2415              0                     NA       12    9823.410       1498.41
## 2416              2                     24        7    6783.480       3093.35
## 2417              0                     NA       10   25440.076       7440.08
## 2418              0                      7       10   14434.120       3334.12
## 2419              6                     NA       18   13018.934       1018.93
## 2420              1                     NA       14   27642.032       7642.03
## 2421              2                      7       11   19469.266       1469.27
## 2422              0                     NA        8   15209.200        809.20
## 2423              2                     NA       12   21295.490       4770.49
## 2424              0                     NA       12   14125.483        625.48
## 2425              0                     11        6   21519.719       3519.72
## 2426              1                      9       19   24303.160       4303.16
## 2427              0                     NA       10   11049.030       1199.03
## 2428              0                     29        7    6926.970        926.97
## 2429              0                      6        8    4979.350       1109.50
## 2430              0                     NA       18    8943.300       2946.22
## 2431              0                     NA       18   19468.122       4468.12
## 2432              0                     17       15   27122.272       9122.27
## 2433              1                     33        5    6531.410       1141.41
## 2434              2                     59       15    8064.000       3129.32
## 2435              1                     66       17   15142.763       1142.76
## 2436              0                     16       14    8175.330        175.33
## 2437              0                     NA       19   27511.060       2511.06
## 2438              0                     NA        7   53466.108      22716.11
## 2439              1                     14       20   19718.970       8863.27
## 2440              0                     NA        5   21783.881       1783.88
## 2441              4                     71       19    7794.200       1794.20
## 2442              0                     NA       11   28045.198       3045.20
## 2443              0                     NA       13   21913.552       1913.55
## 2444              1                     34        7    8547.690        747.69
## 2445              0                     NA        7   36186.250       6186.25
## 2446              0                     NA        8   23864.170       3864.17
## 2447              2                     NA       11   26106.760       4131.76
## 2448              2                     NA       19   21016.800      11774.45
## 2449              3                     NA       10   16437.870       1437.87
## 2450              1                     19        7    8248.950       1248.95
## 2451              0                     15        7    2141.840        683.66
## 2452              0                     34       17    6758.657        758.66
## 2453              0                     50       13   11373.373        873.37
## 2454              0                     50        5    5780.203        780.20
## 2455              0                     NA       13   19927.530       8024.65
## 2456              1                      8       14    9248.392       1248.39
## 2457              1                     71       13   26477.730       2477.73
## 2458              0                     NA        7    9770.928       1320.93
## 2459              0                     38        9   23909.852       7909.85
## 2460              2                     NA       20   27403.690       3403.69
## 2461              0                     NA        7    6665.040        665.04
## 2462              2                     37       13   11955.399       1955.40
## 2463              0                     NA        7   14363.076       3188.08
## 2464              0                     NA        8   51798.020      18198.02
## 2465              1                     NA       10   27842.700      11799.22
## 2466              1                      6       10   19739.390       4739.39
## 2467              0                     NA       13   18371.890       2371.89
## 2468              2                     17        6    4416.640        860.24
## 2469              0                     NA       11   19864.800       1864.80
## 2470              1                     13        8   28094.110      10199.33
## 2471              0                     NA        6   16803.487       6378.49
## 2472              0                     NA        8   15759.983       2284.98
## 2473              0                     NA       23   10060.367       1060.37
## 2474              1                     35        5   17149.480       2149.48
## 2475              5                     NA        9    5211.461        211.46
## 2476              2                     40       18   30300.480      16241.88
## 2477              3                     NA       14   24746.849       3746.85
## 2478              0                     NA       15   26865.630       2865.63
## 2479              0                     NA       12   41652.773      11652.77
## 2480              0                     NA        8    9111.690       1111.69
## 2481              0                     NA        8   12011.790        611.79
## 2482              1                     NA        8    6043.120       1043.12
## 2483              1                     11       11   20710.860       3710.86
## 2484              0                     32        7   11475.090       1475.09
## 2485              1                     47       14   11031.243       1031.24
## 2486              1                     21       10    6467.513        467.51
## 2487              3                      9       14   16975.109       1975.11
## 2488              0                     NA        7   11149.200       1149.20
## 2489              0                     NA        7   10717.100       4549.58
## 2490              0                     NA        8   14305.315       4305.31
## 2491              1                     NA       15   22862.283       2862.28
## 2492              2                     NA       10    5941.840        741.84
## 2493              1                      9       10    8489.615       1489.62
## 2494              3                     23       14   34213.862       4213.86
## 2495              1                     NA       12   48389.110      17089.11
## 2496              1                     NA        9   14141.066       2141.07
## 2497              0                     31        7   23162.201       7162.20
## 2498              0                     NA        9   10288.035       1288.04
## 2499              1                     15       12   17139.854       3442.47
## 2500              1                     NA       11   16740.721        740.72
## 2501              0                     NA        6   46924.814      11924.81
## 2502              1                     NA       19    3041.710       1547.86
## 2503              1                     NA       19   34121.904       9121.90
## 2504              1                     NA       19   16673.215       1673.22
## 2505              0                     20        7   20874.010       3274.01
## 2506              0                     NA        3    4444.619        244.62
## 2507              0                     NA        5   11967.570       2367.57
## 2508              0                     68        9   14544.630       1669.63
## 2509              0                     52        8    7155.000       2847.38
## 2510              0                     NA        7    9746.400       6249.05
## 2511              0                      9       14   23909.852       7909.85
## 2512              0                     NA       20   14122.040       4947.71
## 2513              0                     10        8    5562.530       1397.10
## 2514              2                     11       12    9428.536        428.54
## 2515              2                     14        7   11772.824        722.82
## 2516              1                     NA        9    8257.947        257.95
## 2517              0                     NA       15   27749.906       6749.91
## 2518              0                     12        7   28365.383       9841.61
## 2519              0                     NA       11   13269.141       1269.14
## 2520              2                     NA       15   15122.899       1922.90
## 2521              0                     13       22   33069.169      11069.17
## 2522              0                      9        8    8822.810       1022.81
## 2523              0                     39        6   31540.563       3540.56
## 2524              1                     NA       20   29888.569       4888.57
## 2525              0                     NA       19   41405.791      11405.79
## 2526              0                     11       23   21205.401       2380.40
## 2527              1                     NA        7   12482.400        482.40
## 2528              5                     53        7    3890.430        864.76
## 2529              0                     43        9   13327.036       1327.04
## 2530              0                     NA        9    4115.173        515.17
## 2531              2                     NA       14   10362.190       2362.19
## 2532              1                     NA       23   31466.220       3466.22
## 2533              0                     NA        6    6394.230        394.23
## 2534              1                     35        5    7678.814        778.81
## 2535              0                     NA       15   21919.110       1919.11
## 2536              0                     NA        5    2888.760         88.76
## 2537              1                     22       15   18534.637       3534.64
## 2538              1                     41        8    6557.140        928.20
## 2539              0                     68       22   19381.350       1376.87
## 2540              0                     24       16   21227.150       3227.15
## 2541              1                     21       16   22794.390       2794.39
## 2542              4                     NA       10   10461.360       6497.36
## 2543              1                     NA        9   49801.375      14801.38
## 2544              0                     NA       10   14590.190       2590.19
## 2545              0                     NA       10   22378.560       2378.56
## 2546              0                     NA       13    5398.120       1198.12
## 2547              1                     56       14   21037.630      11103.27
## 2548              6                     NA       16   12156.560       2156.56
## 2549              2                     NA       16   31512.480       3512.48
## 2550              1                     18        5   19128.639       3128.64
## 2551              3                     43       11   16827.360       2427.36
## 2552              0                     49       13   23211.948       2211.95
## 2553              0                     NA       13   12358.960       2358.96
## 2554              1                     56       16   19109.550       2523.11
## 2555              0                     NA        9   24373.056       4648.06
## 2556              0                     14        7    7621.160       1371.16
## 2557              0                     NA       10   32015.758       4015.76
## 2558              1                     NA       12   23675.139       7675.14
## 2559              5                     22       19   18408.660       3408.66
## 2560              0                     20       10    6123.145       1123.15
## 2561              0                     NA       17    2252.856        252.86
## 2562              0                     NA        8   34115.411       9115.41
## 2563              2                      4       19   11957.697       1957.70
## 2564              0                     NA       21   16568.880       8723.32
## 2565              0                     NA       11   13517.359       1517.36
## 2566              1                     NA        8   11382.720       1382.72
## 2567              2                     NA       17   29679.071       9679.07
## 2568              1                     55       18   32837.388       4837.39
## 2569              3                     NA        9   11259.230       4471.78
## 2570              0                     59        8   32480.050       5980.05
## 2571              0                     NA       14   33712.110       3712.11
## 2572              1                     NA       18   11767.320       1767.32
## 2573              0                     NA        7   40059.904       5059.90
## 2574              3                     54       12   37039.159       2039.16
## 2575              1                     10       14   31570.740      12570.74
## 2576              0                     52        7    6833.362        758.36
## 2577              1                     37       21    6098.122        823.12
## 2578              1                     NA        5   33958.616       5958.62
## 2579              0                     NA       18   12918.170        918.17
## 2580              1                     81       12   13855.470       3255.47
## 2581              3                     NA       10   47331.630      12331.63
## 2582              1                     NA       27   21796.150       2796.15
## 2583              1                     NA        6    7314.006        314.01
## 2584              2                      1        7   35244.456       7244.46
## 2585              0                     12       17    8202.830        202.83
## 2586              1                     NA       12   19528.134        453.13
## 2587              3                     63       12   17567.740       1567.74
## 2588              3                     44       17   21163.611       4413.61
## 2589              0                     22       10   18128.370       2253.37
## 2590              1                     43       19   51251.670      16251.67
## 2591              0                     31        7    6044.260        144.26
## 2592              3                     NA       12   12119.100       2119.10
## 2593              2                     NA       18    8323.553       1123.55
## 2594              4                     NA       13   32226.140       7226.14
## 2595              0                     NA       13   28358.322       3183.32
## 2596              1                     NA       10   22625.680       3425.68
## 2597              3                     NA        9   31394.010       3394.01
## 2598              5                      9        9    3501.170        501.17
## 2599              0                     NA        7   14141.066       2141.07
## 2600              1                     21       10   13517.359       1517.36
## 2601              1                     NA        8   21339.260       3889.26
## 2602              1                     47       12    9795.870       1995.87
## 2603              1                     NA       13   25303.108       7303.11
## 2604              1                     NA       10   27034.762       3034.76
## 2605              0                     NA       11    7393.100       3252.77
## 2606              0                     NA       13   10020.400       1020.40
## 2607              1                     14       25    6232.540        832.54
## 2608              0                      7        8    2799.618        399.62
## 2609              0                     NA        5    1333.618         33.62
## 2610              0                     NA        6    9947.957        947.96
## 2611              2                     47       12   10533.034        533.03
## 2612              0                     NA        9    8605.370       1405.37
## 2613              0                     NA       22   20665.706       6665.71
## 2614              3                     NA        6   25264.440      12009.95
## 2615              0                     48        9   15801.110       1401.11
## 2616              0                     NA        5    6992.120       1167.12
## 2617              0                     20        5   18854.733       2854.73
## 2618              1                     NA        8   23165.550       7165.55
## 2619              3                     NA        9   14177.100       2177.10
## 2620              0                     NA        6    6367.661       1617.66
## 2621              0                     28       13   11221.030       1221.03
## 2622              0                      9        7   10263.380       4020.70
## 2623              1                     41       14    6153.060       1402.67
## 2624              0                     NA        7   32369.372       4369.37
## 2625              1                     20       22   11165.360       1165.36
## 2626              0                     NA        9   21521.650       1521.65
## 2627              0                     NA        5   16443.476       4743.48
## 2628              0                     NA        8    7659.693       1159.69
## 2629              1                     NA       11   19279.830       5279.83
## 2630              1                     39        4    2147.381        147.38
## 2631              1                      9       21   29926.410       4926.41
## 2632              0                     NA       11    6074.850        474.85
## 2633              0                     NA        9   24655.390       6655.39
## 2634              0                     78        9   23853.360       3729.80
## 2635              1                     NA       11   41458.659       6458.66
## 2636              1                     NA       10   23568.464       3568.46
## 2637              0                     NA       20   27854.420       2854.42
## 2638              0                     NA       18   13004.900       2785.70
## 2639              1                      6       11   41853.417      16803.42
## 2640              2                     26        8   19408.810       3808.81
## 2641              0                      5       14   12128.022       2128.02
## 2642              1                     NA       13   52303.161      17303.16
## 2643              3                     71       14   12356.425       2356.42
## 2644              0                     NA       19   13995.530       5940.79
## 2645              0                     26       15    5977.540        977.54
## 2646              1                      8        9   26798.680       6798.68
## 2647              0                      1       15   40088.589      14613.59
## 2648              2                     18       19   14469.100       1469.10
## 2649              0                     NA       10   11068.820       2720.03
## 2650              0                     NA        7   42393.080       7393.08
## 2651              0                     55       19    6410.890        610.89
## 2652              2                     47       10    7102.130       1102.13
## 2653              0                     NA        7    7852.661        852.66
## 2654              3                     71        9   12581.710       6113.22
## 2655              3                     35       10   15054.865       3954.87
## 2656              3                     56       19   44343.540       9343.54
## 2657              0                     NA        9   10813.896       1213.90
## 2658              0                     NA       13   42448.310       7448.31
## 2659              1                     NA        9   22314.850       2314.85
## 2660              0                     NA       10   11784.232       1784.23
## 2661              2                     NA       19   17531.950       2531.95
## 2662              0                     NA        7   12482.400        482.40
## 2663              0                     NA       13   19113.570       4113.57
## 2664              0                     27        8   17319.747       5319.75
## 2665              1                     10       13   13745.590       2745.59
## 2666              2                     NA       12    6485.850       2241.40
## 2667              0                      5       10   21201.620       3201.62
## 2668              1                     NA       21   42960.801       9535.80
## 2669              2                     NA       13    5821.466       1021.47
## 2670              3                     NA       12   28282.132       4282.13
## 2671              0                     39       18   12356.425       2356.42
## 2672              2                     NA        7   28530.360       8380.36
## 2673              0                     NA       13    6135.800        535.80
## 2674              2                      9       12   34853.863       2853.86
## 2675              0                     NA        6   10122.242       1372.24
## 2676              0                     17       17    5982.250        844.21
## 2677              0                     17       22   45900.316      10900.32
## 2678              3                     NA        7   20825.543       6425.54
## 2679              0                     NA       13   44123.731      17623.73
## 2680              0                     NA       10    1642.284        142.28
## 2681              3                     69       11   11584.540       2709.54
## 2682              0                     14       22    9971.540        971.54
## 2683              1                     NA        9    8158.020        158.02
## 2684              1                     NA       18    7416.730       1416.73
## 2685              0                      8        9   16378.418       4378.42
## 2686              2                     13        6   17670.190       2670.19
## 2687              0                     NA       13   22417.491       7417.49
## 2688              1                     NA        7   22031.585       9763.30
## 2689              0                      2        9    6108.710       1138.97
## 2690              1                     70       10   18799.330       4299.33
## 2691              0                     30       13   35864.947      11864.95
## 2692              1                     13       11    7659.693       1159.69
## 2693              0                     25       20   28558.450       3558.45
## 2694              0                     NA       11    5200.280        200.28
## 2695              0                     NA       14   20569.289       5569.29
## 2696              0                     53       24   19118.200       4118.20
## 2697              1                     NA       12   35364.512      11689.51
## 2698              1                      7       15   27034.396       2034.40
## 2699              0                     16        6   11047.053       2047.05
## 2700              3                     NA       14   11264.458       1264.46
## 2701              1                     NA       13    8996.390        996.39
## 2702              2                      7       12   17146.725       2146.73
## 2703              4                      8        9   27706.900       3131.90
## 2704              1                     NA        2    5518.410       1907.53
## 2705              2                     50       12   17407.286       2407.29
## 2706              0                     NA       11    5596.680        596.68
## 2707              0                     39        8    1930.320        981.31
## 2708              1                     NA        9    7594.499        594.50
## 2709              0                     NA        9    1927.950        646.38
## 2710              1                     NA        7    8415.960       2267.45
## 2711              0                     18       15   21065.860       8016.22
## 2712              0                     NA       10   15984.402        984.40
## 2713              0                     NA        8    6668.200       1303.03
## 2714              2                     58        7    5781.750       2178.47
## 2715              2                     NA        8   16799.944       1799.94
## 2716              2                     NA        8   14827.693       2827.69
## 2717              0                     14        7   11560.462       1560.46
## 2718              3                     51        9   37775.514      13775.51
## 2719              2                     NA        8   20303.950       2728.95
## 2720              1                     NA       11    8698.860        698.86
## 2721              0                     NA        9    8466.487        716.49
## 2722              0                      5        9   21728.230       2128.23
## 2723              1                     NA       12   26296.276       2296.28
## 2724              0                     55       14    6936.266        936.27
## 2725              1                     NA        7    7103.259        103.26
## 2726              1                     16       12   14663.467       4663.47
## 2727              0                     NA       10   22796.690       2796.69
## 2728              0                     NA       11   10533.034        533.03
## 2729              1                     NA        7   37359.546      12359.55
## 2730              5                     NA       14    9745.070       4258.37
## 2731              1                      8       11   20254.180       4254.18
## 2732              2                     NA       18   19099.860       4099.86
## 2733              0                     20       15   32083.020       8808.02
## 2734              0                     NA        9   41182.004      11182.00
## 2735              0                     NA       13   15674.140       1224.14
## 2736              1                      1       12   11955.399       1955.40
## 2737              1                     NA        9   12809.165        809.17
## 2738              2                     35       16    3396.850        854.57
## 2739              0                     32       10   16418.240       7781.20
## 2740              2                     NA       14    6170.600        923.73
## 2741              2                     NA       12   23114.370       5489.37
## 2742              2                     11       11   12271.711       2254.70
## 2743              3                     NA        6   42811.316      14811.32
## 2744              0                     NA       12   20207.040       2207.04
## 2745              1                     59       23   18514.730       3514.73
## 2746              2                     NA        7   21443.790       3443.79
## 2747              0                     54        9   23747.460       3747.46
## 2748              0                     22       17   10288.250        688.25
## 2749              1                     NA        8    9237.790       1237.79
## 2750              0                     NA       10    7966.949       1891.95
## 2751              0                     NA       14   18349.210       2349.21
## 2752              1                     76       20   16396.200       1396.20
## 2753              0                      5        8    6064.080       1694.41
## 2754              1                     NA        9    9550.530       1550.53
## 2755              0                     NA       10   36326.290       6326.29
## 2756              0                     NA        6   15779.940        779.94
## 2757              2                      8       17    6124.741       1124.74
## 2758              1                     81       13   22143.770      12361.42
## 2759              0                     51       10    7037.480       1037.48
## 2760              2                     36       15   27858.578       3858.58
## 2761              1                      2       18   19741.656       1741.66
## 2762              2                     NA       15    8747.919       1747.92
## 2763              3                     29       12    4941.140        941.14
## 2764              2                     NA       10   19910.640       2310.64
## 2765              0                     NA       26   11392.136       3392.14
## 2766              0                      8        7   28501.269       3501.27
## 2767              2                     32        7    7064.110         64.11
## 2768              1                     24       14   28577.841       3577.84
## 2769              1                     NA        6   24295.470       9353.89
## 2770              2                     29       10    7704.621       1079.62
## 2771              0                     NA       11   11206.315       1206.31
## 2772              1                     NA       14   37708.455      13708.45
## 2773              2                     29       18   39894.721       4994.72
## 2774              3                     NA        9   42020.240       7020.24
## 2775              2                     22       14   11014.340       1014.34
## 2776              3                     NA       15   24091.000       2091.00
## 2777              1                     NA       17   39199.204       7199.20
## 2778              0                     30        8   17088.604       5088.60
## 2779              3                     NA       10    8753.040        753.04
## 2780              2                     33       17    8146.522       1146.52
## 2781              1                     NA        7   16760.770       3285.77
## 2782              3                     NA       16   16184.340       2584.34
## 2783              1                     NA        7    3734.770        680.57
## 2784              1                     NA       12   13609.740       1609.74
## 2785              0                     NA       15   10776.965        776.97
## 2786              0                     14       19   27369.424       3694.42
## 2787              2                     NA        8    5828.280        878.28
## 2788              2                     27       15     901.350        197.60
## 2789              2                     NA       13    9513.470       1188.47
## 2790              1                     NA       13   23362.780       5362.78
## 2791              0                     14        8    2379.770        392.48
## 2792              1                     11        8   10138.008       1138.01
## 2793              0                     NA        7   51496.860      17496.86
## 2794              0                     NA        7   22340.020       2365.02
## 2795              0                     NA        6   15740.070       1240.07
## 2796              0                     NA        6    7413.803       1413.80
## 2797              2                     45       10   17959.887       5944.89
## 2798              0                     NA        9    7275.450        775.45
## 2799              1                     16       12   12571.382        571.38
## 2800              0                     NA       13   26979.280       4729.28
## 2801              1                     NA        7    3294.460        849.06
## 2802              2                     17       13   15329.020       5329.02
## 2803              0                     NA        8   16826.743        826.74
## 2804              1                     NA       13    5416.050       1943.28
## 2805              0                     59       15    7713.707        713.71
## 2806              0                     NA        6   13429.159       1429.16
## 2807              1                     NA        8   20935.101       5935.10
## 2808              0                     NA       13   18206.880       1206.88
## 2809              2                     10       13   42916.232      12916.23
## 2810              1                     NA        8   11538.420       2288.42
## 2811              0                     45       22   14931.010       3550.41
## 2812              1                     NA        9    6905.300        905.30
## 2813              0                     42       12   10391.100       1391.10
## 2814              2                     NA       22   13517.550       1878.37
## 2815              0                     NA        9   22657.150       4657.15
## 2816              1                     50        3   12255.140       2505.14
## 2817              0                     58       22   17340.721       2340.72
## 2818              0                     NA       13   13929.500       1429.50
## 2819              0                     32       10   17707.950       7505.95
## 2820              0                     NA        8   15552.777       2852.78
## 2821              3                     NA       11   18291.740       7527.72
## 2822              2                     45       14    9446.620       1446.62
## 2823              1                     63        7    8584.480       2051.14
## 2824              1                     NA       16   17146.725       2146.73
## 2825              2                     45        5    4501.468       1001.47
## 2826              5                     NA        9   23207.637      10057.64
## 2827              1                      9       11    8607.902       1407.90
## 2828              1                     72       16   32003.100       4003.10
## 2829              0                     NA       12   26381.737       1781.74
## 2830              1                     42        9   44493.962       9493.96
## 2831              1                     36       16   18507.300       4507.30
## 2832              3                     NA       21   24519.915       4519.91
## 2833              3                     17        9   12382.920       2382.92
## 2834              4                      8       14   19324.220       7324.22
## 2835              0                     NA        5    9427.334       1427.33
## 2836              0                     NA       14    5564.330        564.33
## 2837              3                      3        9    4505.240        990.24
## 2838              0                     NA        6   34295.273       4295.27
## 2839              0                     NA        9   10235.920        235.92
## 2840              0                     NA       11   11939.555        439.55
## 2841              2                      3       13    3335.310        945.09
## 2842              1                     NA       19   40506.937      12506.94
## 2843              1                     35        9   22261.932       7261.93
## 2844              3                     NA       24   41419.930      11419.93
## 2845              6                     30       14   29809.866       9809.87
## 2846              1                     25       11   25932.776      10932.78
## 2847              1                     35       10   41474.020      11474.02
## 2848              3                     NA        6    4866.690        416.69
## 2849              2                     NA       19    5284.293        284.29
## 2850              1                     NA       12   10401.870       1401.87
## 2851              2                     40        9    9022.090       2851.48
## 2852              0                     39       12    4015.590        515.59
## 2853              2                     NA       12    4448.282        848.28
## 2854              0                     NA       19   24701.960       3501.96
## 2855              4                     NA       13   40426.740       5426.74
## 2856              0                     41        9   22223.230       4223.23
## 2857              0                     NA        6    6351.900       2535.14
## 2858              2                     NA        9   15292.500       1670.91
## 2859              0                     NA       18   42816.390       7816.39
## 2860              2                     NA        5   11869.350       2994.35
## 2861              1                     NA       14   14975.770       2975.77
## 2862              0                     NA        6   20186.800       2186.80
## 2863              2                     NA       14    9580.050       3884.03
## 2864              0                     82        5   10326.580       1257.95
## 2865              0                     NA       10   20031.263       1831.26
## 2866              0                      3        8   18480.790       2480.79
## 2867              0                     48        8    6908.342       1533.34
## 2868              0                     31        8   37939.534      12939.53
## 2869              2                     NA       11    6366.360       3300.11
## 2870              1                     80       15    8400.210       3211.33
## 2871              0                     11       11    8994.030       1826.15
## 2872              0                     37       11   15106.690       1606.69
## 2873              0                     NA        7   23268.940       4068.94
## 2874              1                     NA        6   11683.120       5645.00
## 2875              0                     13        4   13955.487       3455.49
## 2876              1                     NA        8   13263.955       1263.95
## 2877              2                     58       20   10677.610       2327.54
## 2878              0                     17       20   32591.984       7591.98
## 2879              1                     33        7    6153.380       1578.38
## 2880              2                     NA       12   12587.306       2587.31
## 2881              1                      9       14   20276.070       2276.07
## 2882              0                     NA       15    6709.730       1955.00
## 2883              0                     NA       11   16027.231       2877.23
## 2884              0                     NA        4    4195.440       2117.93
## 2885              1                      8       11   22327.940       3127.94
## 2886              1                     NA        4   34267.831       4267.83
## 2887              1                     NA       17   17146.725       2146.73
## 2888              0                     NA       11    6858.320        858.32
## 2889              2                     NA       10   21814.027       2214.03
## 2890              1                     NA        6    3707.040       1121.91
## 2891              0                     40        7   14028.940       2028.94
## 2892              1                     54       11   12976.509        976.51
## 2893              0                     58       18   13263.955       1263.95
## 2894              1                     NA       12   25513.894       5513.89
## 2895              1                     NA        7   12263.270       5207.32
## 2896              3                     19       11   13824.080       1824.08
## 2897              0                     NA       11   14073.340       2073.34
## 2898              1                     62       12   18311.980       4311.98
## 2899              2                     NA       10   16445.850       4445.85
## 2900              2                     NA        6    2490.700       1353.97
## 2901              0                     NA       17   11431.116       1431.12
## 2902              1                     76       23   39574.050       4574.05
## 2903              2                     NA        9   12416.684       1016.68
## 2904              0                     64       16   16502.191       1252.19
## 2905              2                     40       11   12607.687        607.69
## 2906              0                     35       13    7669.750        669.75
## 2907              0                     NA        5   18891.570       1391.57
## 2908              1                     12       10   41712.130      12044.40
## 2909              0                     NA       10   16003.593       2003.59
## 2910              1                     NA        7    4258.950       1280.50
## 2911              1                     NA       13    5005.780       1087.88
## 2912              0                     NA       11   17273.000       3993.40
## 2913              0                     NA        4    9103.190       1103.19
## 2914              1                     NA       14   16505.520       2755.52
## 2915              2                     NA        9   30981.160      13371.45
## 2916              2                     71        8    4350.420        850.42
## 2917              2                     NA       17    5076.900       1836.34
## 2918              3                     13       15    8784.350       2084.35
## 2919              1                     NA       12   23272.550       5272.55
## 2920              2                     NA       17   42518.140       7459.18
## 2921              2                     12        8   11292.939       1292.94
## 2922              0                     NA       19   22599.462       5599.46
## 2923              2                     48        7    7883.253       1383.25
## 2924              0                     NA       13   21825.280       4025.28
## 2925              0                      8       13   33697.630       9897.63
## 2926              2                     NA       12    8621.580        621.58
## 2927              0                     NA        7   17507.440       2507.44
## 2928              0                     NA        7   16827.093       1827.09
## 2929              0                      6       17   30360.050       5360.05
## 2930              1                     NA       13   18312.470       2312.47
## 2931              0                     NA        6   12372.760       2372.76
## 2932              0                     NA        8    4082.200       1223.50
## 2933              0                     NA       23   13517.359       1517.36
## 2934              0                     NA        9   12983.150       1483.15
## 2935              0                     48        7    7213.300       1213.30
## 2936              2                     NA        4    2235.030        538.44
## 2937              1                     31       10   10491.421       2491.42
## 2938              0                     81       10   18023.160       2023.16
## 2939              0                     NA        2   10610.730       1165.73
## 2940              0                     NA        6    9468.850       1143.85
## 2941              2                     NA        9   33625.808       8425.81
## 2942              0                     NA       12   22913.970       1913.97
## 2943              1                     NA       16    4361.020        161.02
## 2944              1                     NA       21   45957.510      10957.51
## 2945              1                     21        6   17828.340       2828.34
## 2946              0                     NA       13   21259.030       2534.03
## 2947              0                      6       13   25389.930       4718.80
## 2948              0                     NA        9   20665.000       3665.00
## 2949              0                     NA       16   33112.720       3112.72
## 2950              0                     NA       11   43733.100      18491.42
## 2951              0                     NA       14   11129.160       1129.16
## 2952              0                     12       15   36977.380       7277.38
## 2953              2                     NA       13   10988.480       1238.48
## 2954              2                     NA        4    9052.691       1052.69
## 2955              2                     55       15   19594.048       3594.05
## 2956              0                      3        8   11303.790       2003.79
## 2957              2                     16        9   11832.077       2432.08
## 2958              0                     43        6    3180.415        180.42
## 2959              3                     NA       25    8209.390       1009.39
## 2960              1                     NA       15   11738.586       2238.59
## 2961              2                     NA        6   11784.232       1784.23
## 2962              2                      7       11   12962.617       1962.62
## 2963              0                     32       10   12331.042       2731.04
## 2964              1                     48        9    8575.690       1343.31
## 2965              0                     31       10   13114.720       3306.59
## 2966              0                      9       19    8135.520       5133.73
## 2967              0                     51        7    6286.667        586.67
## 2968              0                     NA        9    7054.020       1054.02
## 2969              0                     NA       15   10153.654       2153.65
## 2970              2                     NA       18    4142.390        792.39
## 2971              0                     NA        6   13872.588       1872.59
## 2972              1                     11       18   16169.250       1169.25
## 2973              1                     NA        9   15753.891        753.89
## 2974              0                     23       13   31385.740      14102.32
## 2975              0                      3        8    4434.980       1211.23
## 2976              0                     NA       11    6756.530       2902.21
## 2977              0                     NA       15   15771.240       2571.24
## 2978              0                     NA       11   21994.290       1994.29
## 2979              1                     42        6    3957.999        958.00
## 2980              1                     NA       18   25848.670       1848.67
## 2981              3                     59        8   21809.880       6009.88
## 2982              1                     NA        5    5526.450        776.45
## 2983              0                     NA        8   10177.450       2107.68
## 2984              1                     73       14   37761.917       7761.92
## 2985              2                     42        6    3813.350        813.35
## 2986              0                      5       13   27947.631       2947.63
## 2987              0                     NA        5   19432.938       2432.94
## 2988              2                     NA        9   19909.230       2909.23
## 2989              1                     NA       11    4498.627        498.63
## 2990              0                     NA        6   16218.692       1543.69
## 2991              3                     NA       14    9230.590       1430.59
## 2992              0                     NA       15   10998.510        623.51
## 2993              1                     43       12    9341.619       1866.62
## 2994              2                     31        8    8334.433        334.43
## 2995              2                     NA       19   40100.626       5100.63
## 2996              0                     NA       12   34776.304       9776.30
## 2997              1                     NA        8   17432.495       2182.50
## 2998              0                     37       21   21444.440       1444.44
## 2999              0                    146       12    5632.207        632.21
## 3000              1                     NA       10    3308.511        308.51
## 3001              0                      8       11    3940.960        778.64
## 3002              0                     15       19    7737.304        737.30
## 3003              2                     NA       15     348.780        129.76
## 3004              1                     35       19   28031.640       3031.64
## 3005              0                     NA        8    7994.419        644.42
## 3006              1                     44       11   23240.920       8052.08
## 3007              0                     NA       18   24920.678       7545.68
## 3008              0                     15       10    6139.950       1309.95
## 3009              2                     NA       23   10927.570       2177.57
## 3010              3                     NA        6    3401.760       1099.95
## 3011              1                     NA       10   14089.420       2089.42
## 3012              1                     NA       16    2537.640        514.07
## 3013              0                     57       10    7276.813       1276.81
## 3014              0                     69        8   12023.910       6322.02
## 3015              2                     NA       21   16484.300       2484.30
## 3016              2                     NA       11    9012.957       1262.96
## 3017              0                     NA        7   32007.237       4007.24
## 3018              0                     60       17   37722.795       4722.80
## 3019              3                     NA        9    7853.200        653.20
## 3020              1                     60       15   11738.660       2863.66
## 3021              1                     56       14   33075.154       3075.15
## 3022              0                     NA       10   13455.690       3455.69
## 3023              2                     69       10   24437.620       4437.62
## 3024              4                     NA       11   41244.813       6244.81
## 3025              3                     NA       14   53052.285      18052.28
## 3026              1                     NA        9   12784.969        784.97
## 3027              1                     NA       13   31329.160       6329.16
## 3028              1                     10        8   23367.860       3367.86
## 3029              3                     NA       12   22282.410       4282.41
## 3030              1                     NA       14    7069.033       1569.03
## 3031              0                     34        7   23963.810       2963.81
## 3032              0                     23       11   23574.406       3574.41
## 3033              0                     NA        9   13592.890       1592.89
## 3034              1                     26       24    5765.650       1247.32
## 3035              0                     NA       10   19995.530       1995.53
## 3036              0                     NA        9    5908.240        408.24
## 3037              2                     NA       12   20438.460      10014.02
## 3038              2                     NA       12   27764.280       8364.28
## 3039              1                     NA       13   17566.840       2566.84
## 3040              1                     NA        8   18712.220        837.22
## 3041              1                     NA       18   12550.189       1900.19
## 3042              0                     NA       10   23302.960       4084.25
## 3043              1                     NA        9    7506.626        656.63
## 3044              1                     NA        9    8838.142       1338.14
## 3045              1                     41       18    3475.470        971.43
## 3046              0                     NA        7   11101.655       1101.66
## 3047              0                     NA        9   15469.190        469.19
## 3048              0                     NA        8   10403.851       2078.85
## 3049              0                      4       16   12732.950       2232.95
## 3050              0                     NA        7   11784.232       1784.23
## 3051              2                     NA       16   10736.907        736.91
## 3052              0                      3       15   14163.120       7476.00
## 3053              1                     NA       14    9988.546       2788.55
## 3054              2                     67       20   10355.680        355.68
## 3055              0                     68       14    5960.100       1609.68
## 3056              3                     NA        6    9427.334       1427.33
## 3057              3                      7       13    6616.252       1616.25
## 3058              0                     NA       11   19814.110       1814.11
## 3059              0                     48       11   10011.170       2011.17
## 3060              1                     NA       14   17466.170       1466.17
## 3061              4                     48       10   11386.190       1386.19
## 3062              2                     NA        5    1788.220        535.20
## 3063              1                     NA       13   15674.891       1274.89
## 3064              2                     NA       18   11331.390       6461.16
## 3065              3                     21       11    8202.825        202.82
## 3066              0                     NA        8   13517.360       1517.36
## 3067              2                     NA       11   14152.600       1352.60
## 3068              3                     NA       11   21844.250       5844.25
## 3069              0                     NA       11    3443.120        443.12
## 3070              3                     NA        7   32727.320       2727.32
## 3071              0                     NA        6   10066.312       1766.31
## 3072              1                     55        7    7996.250       1116.61
## 3073              1                     NA        7    2763.190        263.19
## 3074              0                     60       11   13574.980       1574.98
## 3075              0                     16       11    6616.330       1616.33
## 3076              1                     25       16   22174.870       2174.87
## 3077              0                     NA       17   12431.255        431.25
## 3078              1                     NA        9    1627.428        427.43
## 3079              1                     56       11    7328.850       4482.79
## 3080              1                     NA       16    5080.640        962.38
## 3081              2                     NA        6    8650.808       1650.81
## 3082              2                     NA       12   25903.469       2903.47
## 3083              0                     73        9   34905.870       6704.60
## 3084              0                     NA       17   16840.880       2840.88
## 3085              1                     49        5   14654.498       4654.50
## 3086              1                     36       24   19184.790       4184.79
## 3087              3                     41       14   17966.510       1966.51
## 3088              0                     NA       10   21211.567       3211.57
## 3089              1                     NA        5    7345.998       1346.00
## 3090              3                     17       11   12979.520        979.52
## 3091              1                     NA        5    8765.414        765.41
## 3092              0                     NA        7   17883.477       1883.48
## 3093              0                     NA        8   16579.953       1579.95
## 3094              1                     NA       15   29820.377       4770.38
## 3095              0                     NA        4   17652.734       4152.73
## 3096              1                     73       19   14585.070       4364.52
## 3097              0                     NA        3   12727.294        727.29
## 3098              3                     NA        9   13297.140       2414.08
## 3099              1                     NA       27   30476.797       9151.80
## 3100              0                     NA        9   17340.721       2340.72
## 3101              1                     NA        9   10104.530       1704.53
## 3102              0                     81        6   14007.060       2007.06
## 3103              1                     NA       11   34078.950       4078.95
## 3104              0                     81       10   14772.990       3743.34
## 3105              2                      5       15   24060.367       3060.37
## 3106              2                     NA        9    3272.730        272.73
## 3107              0                     74        6    9462.164       1062.16
## 3108              2                     12        7   18963.720       2163.72
## 3109              0                     NA        7    4338.640        979.43
## 3110              0                     36        8   11734.630       2234.63
## 3111              0                     NA       16   36762.906       6012.91
## 3112              2                     NA       12   24453.940       3453.94
## 3113              1                     NA       12    5902.000        902.00
## 3114              1                     NA       13    3237.420        634.91
## 3115              1                     56       17   13175.915       1675.92
## 3116              0                     NA       18   17096.552       2096.55
## 3117              0                     NA        7    7116.800       2528.54
## 3118              1                     NA        7    2102.298        202.30
## 3119              2                      7       14   10098.220       4528.74
## 3120              0                     NA       13    8205.460       1405.46
## 3121              0                     NA       10   27208.335       6208.33
## 3122              3                     NA       11    7410.139       1810.14
## 3123              2                     NA       18    3133.747        133.75
## 3124              3                     26       18   11521.590       1521.59
##      last_pymnt_d last_pymnt_amnt last_credit_pull_d application_type
## 1        Jan-2017          398.28           Jul-2018       Individual
## 2        Apr-2016         3775.55           Aug-2018       Individual
## 3        Jan-2017          476.23           Dec-2016       Individual
## 4        Jul-2018          261.67           Jun-2019       Individual
## 5        Apr-2017        16010.79           Jun-2019       Individual
## 6        Jan-2017         1077.73           Mar-2019       Individual
## 7        Jan-2017          485.07           Jul-2018       Individual
## 8        Dec-2016          452.32           May-2019       Individual
## 9        Jan-2017          380.14           Mar-2017       Individual
## 10       Feb-2017            1.28           Mar-2017       Individual
## 11       Jan-2015         4993.35           Jul-2018       Individual
## 12       Jan-2019          278.27           Dec-2018       Individual
## 13       Apr-2015        17004.39           Apr-2015       Individual
## 14       Oct-2016          390.93           Jun-2018       Individual
## 15       Sep-2014        21409.61           Feb-2017       Individual
## 16       Aug-2014         8679.81           Dec-2016       Individual
## 17       Jan-2017          169.18           Dec-2016       Individual
## 18       Oct-2015         2806.91           Mar-2018       Individual
## 19       May-2015        10089.75           Jul-2018       Individual
## 20       Jan-2017         1176.39           Dec-2016       Individual
## 21       Jan-2017          692.70           Jun-2019       Individual
## 22       Dec-2016          253.38           Dec-2016       Individual
## 23       Aug-2016         1203.05           Jan-2017       Individual
## 24       Jul-2015        20300.18           Jun-2019       Individual
## 25       May-2014         5184.13           May-2014       Individual
## 26       May-2016         2049.25           Feb-2019       Individual
## 27       Feb-2016          172.26           Jun-2019       Individual
## 28       Sep-2015          418.90           Oct-2017       Individual
## 29       Dec-2014         1088.34           Oct-2016       Individual
## 30       Jan-2016         1910.16           Apr-2019       Individual
## 31       Sep-2014        20320.30           May-2019       Individual
## 32       Feb-2016         5662.77           Jun-2019       Individual
## 33       Nov-2015        11736.77           Oct-2018       Individual
## 34       Jan-2019          589.55           Apr-2019       Individual
## 35       Jan-2017          882.84           Jan-2018       Individual
## 36       Oct-2016         3519.88           Jul-2018       Individual
## 37       Jan-2016        22791.64           Jan-2016       Individual
## 38       Jul-2014         4764.17           Jul-2014       Individual
## 39       Jan-2016        10810.52           Jun-2019       Individual
## 40       Feb-2014         3022.25           Apr-2019       Individual
## 41       Jan-2015         6354.10           Jan-2015       Individual
## 42       Mar-2016          257.84           Jul-2018       Individual
## 43       Apr-2016         4799.74           Jul-2018       Individual
## 44       Jan-2016        11996.32           Mar-2018       Individual
## 45       Nov-2014         6264.12           Jun-2019       Individual
## 46       Mar-2016         4323.53           Jun-2018       Individual
## 47       Oct-2016          664.34           Jul-2018       Individual
## 48       Jan-2017          336.11           Jun-2019       Individual
## 49       Jan-2017          601.72           Jun-2019       Individual
## 50       Jun-2015          264.78           Oct-2016       Individual
## 51       Jan-2015         7214.52           May-2018       Individual
## 52       Apr-2016          695.98           Nov-2016       Individual
## 53       Jul-2016         1347.69           Jun-2019       Individual
## 54       Oct-2017         6026.46           Jun-2019       Individual
## 55       Sep-2014        23108.85           Jun-2019       Individual
## 56       Nov-2014         6296.09           Jun-2019       Individual
## 57       Jul-2015        22672.27           Jul-2015       Individual
## 58       Sep-2015         2188.75           Apr-2019       Individual
## 59       Jan-2017          376.29           Jun-2019       Individual
## 60       Apr-2016          364.07           May-2019       Individual
## 61       Jan-2017          690.53           Feb-2017       Individual
## 62       Jan-2016          201.74           Oct-2016       Individual
## 63       Jan-2015          614.38           Oct-2016       Individual
## 64       Jan-2017          289.02           Dec-2016       Individual
## 65       Nov-2015          597.04           Feb-2017       Individual
## 66       Jan-2017          727.60           Jun-2019       Individual
## 67       Apr-2016         2823.59           Jun-2019       Individual
## 68       Aug-2015          675.20           Jun-2019       Individual
## 69       Sep-2014         5797.42           Jul-2018       Individual
## 70       Feb-2015         1506.86           Jun-2019       Individual
## 71       Jan-2017          158.61           Dec-2016       Individual
## 72       Feb-2016         3147.90           Apr-2018       Individual
## 73       Jul-2014         8848.67           Mar-2014       Individual
## 74       Jun-2014        11039.25           Sep-2014       Individual
## 75       Jan-2017          409.80           Jun-2019       Individual
## 76       Dec-2016        19218.22           Sep-2018       Individual
## 77       Mar-2014        20444.54           Dec-2018       Individual
## 78       Sep-2017          304.93           Jan-2018       Individual
## 79       Jan-2018         3260.44           Jan-2018       Individual
## 80       Jan-2016         8372.30           Jun-2019       Individual
## 81       Apr-2016         8088.06           Jun-2019       Individual
## 82       Apr-2015          438.07           Aug-2017       Individual
## 83       Jan-2017          846.40           Apr-2019       Individual
## 84       Oct-2015         8587.30           Apr-2019       Individual
## 85       Dec-2015          270.05           Oct-2016       Individual
## 86       May-2015         4775.03           May-2015       Individual
## 87       Jun-2015          760.64           Oct-2016       Individual
## 88       Jun-2015         8562.12           Dec-2017       Individual
## 89       Jul-2015          213.89           Oct-2016       Individual
## 90       Aug-2014         2645.72           Mar-2019       Individual
## 91       May-2015        19772.96           Dec-2016       Individual
## 92       May-2015         2157.37           Jul-2015       Individual
## 93       Jul-2015         5827.19           Jun-2019       Individual
## 94       May-2017         9138.11           May-2017       Individual
## 95       Dec-2018          694.38           Jun-2019       Individual
## 96       Jun-2016          543.16           Jul-2018       Individual
## 97       Dec-2014        13702.34           Dec-2017       Individual
## 98       Jan-2015        19538.51           May-2019       Individual
## 99       Jan-2017          848.53           Jun-2019       Individual
## 100      Sep-2017          654.41           Jan-2018       Individual
## 101      Jan-2017          294.43           Feb-2019       Individual
## 102      Jan-2019          868.91           Dec-2018       Individual
## 103      Sep-2015         6022.00           Dec-2018       Individual
## 104      Jan-2017          243.26           Dec-2016       Individual
## 105      May-2016         6813.54           Jun-2019       Individual
## 106      Jan-2015        10576.51           Apr-2019       Individual
## 107      Jun-2014         6426.61           Jun-2019       Individual
## 108      Jan-2017          513.78           Jun-2019       Individual
## 109      May-2014          299.24           Feb-2017       Individual
## 110      Jun-2015         9587.51           Mar-2018       Individual
## 111      Apr-2015         6642.74           Oct-2017       Individual
## 112      Jan-2017          320.91           Jun-2019       Individual
## 113      Jan-2016         7487.71           Jun-2019       Individual
## 114      May-2014          471.16           Oct-2016       Individual
## 115      Jul-2016         1378.60           Jul-2018       Individual
## 116      Jan-2017          333.02           Jan-2019       Individual
## 117      Nov-2014        18802.32           Mar-2017       Individual
## 118      Dec-2016         1523.29           Mar-2019       Individual
## 119      Dec-2016          927.45           Jun-2019       Individual
## 120      Nov-2015         9087.37           Nov-2018       Individual
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## 3073     Oct-2016          153.35           Oct-2016       Individual
## 3074     May-2015         6655.22           Apr-2017       Individual
## 3075     Feb-2016           41.22           Mar-2019       Individual
## 3076     Mar-2015        12543.16           Jun-2019       Individual
## 3077     Mar-2014        11649.81           Feb-2019       Individual
## 3078     Nov-2016           44.72           Sep-2018       Individual
## 3079     Feb-2015          488.59           Oct-2017       Individual
## 3080     Mar-2015          317.54           Jun-2019       Individual
## 3081     Dec-2016            0.07           Dec-2016       Individual
## 3082     May-2014        22475.07           Sep-2014       Individual
## 3083     Sep-2016         1020.53           Mar-2017       Individual
## 3084     Apr-2016         3634.68           Mar-2018       Individual
## 3085     Nov-2018          243.75           Nov-2018       Individual
## 3086     Dec-2015        10504.71           Dec-2015       Individual
## 3087     Jan-2015        11059.00           Jan-2015       Individual
## 3088     Nov-2016          588.86           Apr-2018       Individual
## 3089     Aug-2016            5.18           Aug-2016       Individual
## 3090     Oct-2014         9444.23           May-2018       Individual
## 3091     Nov-2016          243.26           Jun-2019       Individual
## 3092     Oct-2014        14190.41           May-2018       Individual
## 3093     Nov-2016          460.35           Nov-2016       Individual
## 3094     Nov-2016           70.37           Nov-2016       Individual
## 3095     Jul-2017         4742.41           Oct-2018       Individual
## 3096     Jul-2014         1304.30           Oct-2016       Individual
## 3097     Jan-2016          263.68           Jan-2016       Individual
## 3098     Mar-2014          946.87           Oct-2016       Individual
## 3099     Sep-2017         4075.95           Oct-2017       Individual
## 3100     Nov-2016          481.57           Apr-2019       Individual
## 3101     Mar-2016         2463.80           Apr-2018       Individual
## 3102     Feb-2015         8133.25           Nov-2018       Individual
## 3103     Oct-2015        12884.59           Apr-2018       Individual
## 3104     Jun-2016          481.10           Dec-2016       Individual
## 3105     Dec-2014        15249.13           Sep-2017       Individual
## 3106     May-2014         2721.50           May-2014       Individual
## 3107     Nov-2016          262.76           Jun-2019       Individual
## 3108     Aug-2015         8174.44           Aug-2015       Individual
## 3109     Jun-2016          138.86           Jul-2018       Individual
## 3110     Jul-2016         1604.25           Nov-2018       Individual
## 3111     Nov-2016         1020.90           Apr-2019       Individual
## 3112     Apr-2015        12921.75           Jan-2019       Individual
## 3113     Sep-2015         2364.88           Apr-2019       Individual
## 3114     Jun-2014          253.85           Oct-2016       Individual
## 3115     Dec-2014         8350.72           Dec-2014       Individual
## 3116     Nov-2015          473.73           Jun-2019       Individual
## 3117     Jul-2016          222.40           Feb-2017       Individual
## 3118     Aug-2014         1571.07           Jun-2019       Individual
## 3119     Aug-2015          399.08           Oct-2016       Individual
## 3120     Jan-2016         2422.46           May-2018       Individual
## 3121     Feb-2018         4383.83           Feb-2018       Individual
## 3122     Nov-2016          205.38           Jun-2019       Individual
## 3123     Aug-2014         2397.90           Jul-2014       Individual
## 3124     Mar-2015         6419.07           Jan-2019       Individual
##      tot_cur_bal acc_open_past_24mths pub_rec_bankruptcies Orig..Index
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## 2           7137                    8                    0          10
## 3         272492                    3                    0          12
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##      issue_Month issue_Year
## 1            Dec       2013
## 2            Dec       2013
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## 50           Dec       2013
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## 55           Dec       2013
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## 100          Dec       2013
## 101          Dec       2013
## 102          Dec       2013
## 103          Dec       2013
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## 105          Dec       2013
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## 115          Dec       2013
## 116          Dec       2013
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## 125          Dec       2013
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## 2015         Nov       2013
## 2016         Nov       2013
## 2017         Dec       2013
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##  [ reached 'max' / getOption("max.print") -- omitted 188243 rows ]
DS <- states_regions_data %>%
  group_by(State,Region,Division) %>%
  summarise(num_loans= n()) %>%
  arrange(desc(num_loans))
## `summarise()` regrouping output by 'State', 'Region' (override with `.groups` argument)
DS
## # A tibble: 51 x 4
## # Groups:   State, Region [51]
##    State                Region    Division           num_loans
##    <chr>                <chr>     <chr>                  <int>
##  1 Alabama              South     East South Central         1
##  2 Alaska               West      Pacific                    1
##  3 Arizona              West      Mountain                   1
##  4 Arkansas             South     West South Central         1
##  5 California           West      Pacific                    1
##  6 Colorado             West      Mountain                   1
##  7 Connecticut          Northeast New England                1
##  8 Delaware             South     South Atlantic             1
##  9 District of Columbia South     South Atlantic             1
## 10 Florida              South     South Atlantic             1
## # ... with 41 more rows
#2-2)   Compare the average amount of loans granted by all states and divisions. Which states and divisions have the highest and lowest average loan amounts?
Compare_Loan <- states_regions_data %>%
  group_by(State, Division)
  
Compare_Loan
## # A tibble: 51 x 5
## # Groups:   State, Division [51]
##    State                State.Code Region    Division           X    
##    <chr>                <chr>      <chr>     <chr>              <lgl>
##  1 Alaska               AK         West      Pacific            NA   
##  2 Alabama              AL         South     East South Central NA   
##  3 Arkansas             AR         South     West South Central NA   
##  4 Arizona              AZ         West      Mountain           NA   
##  5 California           CA         West      Pacific            NA   
##  6 Colorado             CO         West      Mountain           NA   
##  7 Connecticut          CT         Northeast New England        NA   
##  8 District of Columbia DC         South     South Atlantic     NA   
##  9 Delaware             DE         South     South Atlantic     NA   
## 10 Florida              FL         South     South Atlantic     NA   
## # ... with 41 more rows
#3-3)   Compare the average interest rate charged and average loan amount by the loan Grade. Do you notice any patterns? 
full_data <- LCsample %>%
  mutate(int_rate =as.numeric(sub("%","",LCsample$int_rate))/100)
Compare_IntLoan <- full_data %>%
  group_by(grade) %>%
  summarise(Avg_int=mean(int_rate), Avg_loan=mean(loan_amnt)) %>%
  arrange(grade)
## `summarise()` ungrouping output (override with `.groups` argument)
Compare_IntLoan
## # A tibble: 8 x 3
##   grade Avg_int Avg_loan
##   <chr>   <dbl>    <dbl>
## 1 ""    NA           NA 
## 2 "A"    0.0708   14256.
## 3 "B"    0.106    13681.
## 4 "C"    0.140    14813.
## 5 "D"    0.178    15779.
## 6 "E"    0.214    18099.
## 7 "F"    0.253    18856.
## 8 "G"    0.282    20505.
#4-4)   Run a frequency distribution of number of loans, average loan amount and average interest rate for each state by year (2012 through 2017). Describe the changing patterns in those numbers. 
D2 <- LCsample  %>%
  group_by(issue_Year) %>%
  summarise(num_loans=n(),Avg_loan=mean(loan_amnt),Avg_int=mean(int_rate))  %>%
  arrange(issue_Year)
## Warning in mean.default(int_rate): argument is not numeric or logical: returning
## NA

## Warning in mean.default(int_rate): argument is not numeric or logical: returning
## NA

## Warning in mean.default(int_rate): argument is not numeric or logical: returning
## NA

## Warning in mean.default(int_rate): argument is not numeric or logical: returning
## NA

## Warning in mean.default(int_rate): argument is not numeric or logical: returning
## NA

## Warning in mean.default(int_rate): argument is not numeric or logical: returning
## NA

## Warning in mean.default(int_rate): argument is not numeric or logical: returning
## NA
## `summarise()` ungrouping output (override with `.groups` argument)
D2
## # A tibble: 7 x 4
##   issue_Year num_loans Avg_loan Avg_int
##        <dbl>     <int>    <dbl>   <dbl>
## 1       2012      5770   13434.      NA
## 2       2013     15095   14736.      NA
## 3       2014     26255   14881.      NA
## 4       2015     46776   15272.      NA
## 5       2016     48266   14699.      NA
## 6       2017     49204   14827.      NA
## 7         NA         1      NA       NA
#5-5)   Is there a relationship with the population size of a state and the average loan amount given? Is there a relationship between Grade of loans and median income level in a state?

D5_2 <- LCsample %>%
  group_by(grade)%>%
  summarise(median_income=mean(annual_inc))%>%
 arrange(desc(median_income))
## `summarise()` ungrouping output (override with `.groups` argument)
D5_2
## # A tibble: 8 x 2
##   grade median_income
##   <chr>         <dbl>
## 1 "A"          91338.
## 2 "B"          79444.
## 3 "C"          74476.
## 4 "G"          73377.
## 5 "E"          72173.
## 6 "F"          71123.
## 7 "D"          70727.
## 8 ""              NA
#6-6)   This is an open-ended question where you are asked to share an interesting fact that you found through data analysis. 1) 
D6 <- LCsample %>%
  group_by(term)%>%
  summarise(avg_loan_amount=mean(loan_amnt))%>%
 arrange(desc(avg_loan_amount))
## `summarise()` ungrouping output (override with `.groups` argument)
D6
## # A tibble: 3 x 2
##   term         avg_loan_amount
##   <chr>                  <dbl>
## 1 " 60 months"          20506.
## 2 " 36 months"          12620.
## 3 ""                       NA
#----------------------------Visualization------------------------------------#
#1) Create a plot of interest rates and Grade or a loan and describe the pattern. 
LCsample%>%
  group_by(grade)%>%
  summarise(avg_loan_amnt=mean(loan_amnt))%>%
ggplot(aes(x=grade, y=avg_loan_amnt)) +
    geom_bar(stat="identity")
## `summarise()` ungrouping output (override with `.groups` argument)
## Warning: Removed 1 rows containing missing values (position_stack).

#2) Create a map of US states and color code the map with the average amount of loans given. 

plot(data = LCsample, x= " 5", values = "addr_state") + 
  scale_fill_continuous(
    low = "white", high = "green", name = "Population (2012)", label = scales::comma
  ) + theme(legend.position = "right")
## Warning in plot.window(...): "data" is not a graphical parameter
## Warning in plot.window(...): "values" is not a graphical parameter
## Warning in plot.xy(xy, type, ...): "data" is not a graphical parameter
## Warning in plot.xy(xy, type, ...): "values" is not a graphical parameter
## Warning in axis(side = side, at = at, labels = labels, ...): "data" is not a
## graphical parameter
## Warning in axis(side = side, at = at, labels = labels, ...): "values" is not a
## graphical parameter
## Warning in axis(side = side, at = at, labels = labels, ...): "data" is not a
## graphical parameter
## Warning in axis(side = side, at = at, labels = labels, ...): "values" is not a
## graphical parameter
## Warning in box(...): "data" is not a graphical parameter
## Warning in box(...): "values" is not a graphical parameter
## Warning in title(...): "data" is not a graphical parameter
## Warning in title(...): "values" is not a graphical parameter

## NULL
#3-3)   Show visually the relationship between the annual income of the recipient and the loan amount obtained from Lending Club
 ggplot(data = LCsample) +
 geom_point(mapping = aes(x = annual_inc, y = loan_amnt))
## Warning: Removed 1 rows containing missing values (geom_point).

#4) Create a plot that shows the relationship between the length of employment and amount of loan obtained. 
LCsample %>%
  group_by(emp_length)%>%
  summarise(avg_loan_amnt=mean(loan_amnt))%>%
ggplot(aes(x=emp_length, y=avg_loan_amnt)) +
    geom_bar(stat="identity")
## `summarise()` ungrouping output (override with `.groups` argument)
## Warning: Removed 1 rows containing missing values (position_stack).

#5-Create a “regional” map and show an interesting relationship of your liking. 


plot(
    data = states_regions_data, x =" 1  ", values = "State Code", include = c("CA", "ID", "NV", "OR", "WA"), color = "red"
  ) + 
  scale_fill_continuous(
    low = "white", high = "green", name = "Population (2012)", label = scales::comma
  ) 
## Warning in plot.window(...): "data" is not a graphical parameter
## Warning in plot.window(...): "values" is not a graphical parameter
## Warning in plot.window(...): "include" is not a graphical parameter
## Warning in plot.window(...): "color" is not a graphical parameter
## Warning in plot.xy(xy, type, ...): "data" is not a graphical parameter
## Warning in plot.xy(xy, type, ...): "values" is not a graphical parameter
## Warning in plot.xy(xy, type, ...): "include" is not a graphical parameter
## Warning in plot.xy(xy, type, ...): "color" is not a graphical parameter
## Warning in axis(side = side, at = at, labels = labels, ...): "data" is not a
## graphical parameter
## Warning in axis(side = side, at = at, labels = labels, ...): "values" is not a
## graphical parameter
## Warning in axis(side = side, at = at, labels = labels, ...): "include" is not a
## graphical parameter
## Warning in axis(side = side, at = at, labels = labels, ...): "color" is not a
## graphical parameter
## Warning in axis(side = side, at = at, labels = labels, ...): "data" is not a
## graphical parameter
## Warning in axis(side = side, at = at, labels = labels, ...): "values" is not a
## graphical parameter
## Warning in axis(side = side, at = at, labels = labels, ...): "include" is not a
## graphical parameter
## Warning in axis(side = side, at = at, labels = labels, ...): "color" is not a
## graphical parameter
## Warning in box(...): "data" is not a graphical parameter
## Warning in box(...): "values" is not a graphical parameter
## Warning in box(...): "include" is not a graphical parameter
## Warning in box(...): "color" is not a graphical parameter
## Warning in title(...): "data" is not a graphical parameter
## Warning in title(...): "values" is not a graphical parameter
## Warning in title(...): "include" is not a graphical parameter
## Warning in title(...): "color" is not a graphical parameter

## NULL