#Introduction

library(tidyverse)
## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.2 ──
## ✔ ggplot2 3.4.3      ✔ purrr   0.3.4 
## ✔ tibble  3.1.8      ✔ dplyr   1.0.10
## ✔ tidyr   1.2.1      ✔ stringr 1.4.0 
## ✔ readr   2.1.2      ✔ forcats 0.5.2 
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag()    masks stats::lag()
library(ggplot2)
library(boot)
library(MASS)
## 
## Attaching package: 'MASS'
## 
## The following object is masked from 'package:dplyr':
## 
##     select
library(magrittr) # needs to be run every time you start R and want to use %>%
## 
## Attaching package: 'magrittr'
## 
## The following object is masked from 'package:purrr':
## 
##     set_names
## 
## The following object is masked from 'package:tidyr':
## 
##     extract
library(dplyr)  
data_train <- read.csv("https://raw.githubusercontent.com/Wilchau/Data_621_Homework_4/main/insurance_training_data.csv", header = TRUE)
data_test <- read.csv("https://raw.githubusercontent.com/Wilchau/Data_621_Homework_4/main/insurance-evaluation-data.csv", header = TRUE)
data_train
##      INDEX TARGET_FLAG  TARGET_AMT KIDSDRIV AGE HOMEKIDS YOJ   INCOME PARENT1
## 1        1           0     0.00000        0  60        0  11  $67,349      No
## 2        2           0     0.00000        0  43        0  11  $91,449      No
## 3        4           0     0.00000        0  35        1  10  $16,039      No
## 4        5           0     0.00000        0  51        0  14               No
## 5        6           0     0.00000        0  50        0  NA $114,986      No
## 6        7           1  2946.00000        0  34        1  12 $125,301     Yes
## 7        8           0     0.00000        0  54        0  NA  $18,755      No
## 8       11           1  4021.00000        1  37        2  NA $107,961      No
## 9       12           1  2501.00000        0  34        0  10  $62,978      No
## 10      13           0     0.00000        0  50        0   7 $106,952      No
## 11      14           1  6077.00000        0  53        0  14  $77,100      No
## 12      15           0     0.00000        0  43        0   5  $52,642      No
## 13      16           0     0.00000        0  55        0  11  $59,162      No
## 14      17           1  1267.00000        0  53        0  11 $130,795      No
## 15      19           1  2920.16732        0  45        0   0       $0      No
## 16      20           0     0.00000        0  39        3  12  $51,884     Yes
## 17      22           0     0.00000        0  42        0  11  $59,945      No
## 18      23           0     0.00000        0  34        3  13  $34,019      No
## 19      24           0     0.00000        0  31        2  12  $18,903      No
## 20      25           1  6857.00000        0  28        1  13  $44,077      No
## 21      26           1  3627.00000        0  43        0  13  $37,214      No
## 22      27           0     0.00000        0  48        0  14  $96,274      No
## 23      28           0     0.00000        0  47        0  11  $46,281      No
## 24      29           0     0.00000        2  44        2   0       $0      No
## 25      32           0     0.00000        0  33        1  13  $79,606      No
## 26      33           1  4486.00000        0  32        1   9  $31,275      No
## 27      34           0     0.00000        1  44        2  17  $45,488      No
## 28      35           0     0.00000        0  35        0   8  $72,193      No
## 29      36           0     0.00000        0  40        2   0               No
## 30      38           0     0.00000        0  49        0   5  $49,244      No
## 31      40           0     0.00000        0  52        0   8  $51,278      No
## 32      41           0     0.00000        0  41        0   7  $92,842      No
## 33      42           0     0.00000        0  39        0  10  $35,081      No
## 34      43           0     0.00000        0  56        0   0       $0      No
## 35      44           0     0.00000        0  49        0  12 $115,044      No
## 36      45           0     0.00000        0  38        0  11  $37,754      No
## 37      46           0     0.00000        0  43        2  17 $145,353      No
## 38      48           0     0.00000        0  63        0  15 $121,398      No
## 39      49           0     0.00000        0  52        0   0       $0      No
## 40      50           0     0.00000        0  35        0   7  $14,508      No
## 41      51           0     0.00000        0  43        0  13  $75,338      No
## 42      52           0     0.00000        0  41        0  10  $32,774      No
## 43      53           0     0.00000        0  40        0  11  $57,474      No
## 44      54           0     0.00000        0  31        1  12  $26,520      No
## 45      55           0     0.00000        0  47        0   8  $18,444      No
## 46      56           0     0.00000        0  53        0  NA $107,259      No
## 47      57           0     0.00000        0  39        3   7  $34,046      No
## 48      58           0     0.00000        0  33        3  14  $32,364      No
## 49      59           0     0.00000        0  59        0   5 $106,775      No
## 50      61           1  6100.00000        0  40        0  11  $16,989      No
## 51      65           1  8840.68357        0  44        2  15  $16,352      No
## 52      66           0     0.00000        0  56        0  16  $44,760      No
## 53      67           1  2117.00000        1  45        1  14  $63,952      No
## 54      69           0     0.00000        0  48        0  NA               No
## 55      70           1  3532.00000        1  44        2  NA  $24,060     Yes
## 56      71           1   866.00000        0  33        4  12  $20,822      No
## 57      72           0     0.00000        0  32        3  14  $54,968      No
## 58      73           1  7786.00000        0  34        0   8  $14,194      No
## 59      74           0     0.00000        1  38        4  12   $2,149      No
## 60      77           1  4148.00000        2  43        3  11 $137,103     Yes
## 61      78           0     0.00000        0  49        0   9               No
## 62      79           0     0.00000        0  46        0  10  $79,538      No
## 63      80           0     0.00000        0  45        1  11 $185,836      No
## 64      81           0     0.00000        0  46        0  14               No
## 65      82           0     0.00000        0  45        0  11  $61,931      No
## 66      84           0     0.00000        0  63        0   9  $74,426      No
## 67      85           0     0.00000        0  44        0   9  $74,722      No
## 68      86           1  2371.00000        1  45        2  11 $102,393     Yes
## 69      88           0     0.00000        0  48        0   0       $0      No
## 70      89           1  4804.00000        1  37        2  12               No
## 71      90           0     0.00000        0  35        0  NA  $29,371      No
## 72      91           1  1354.00000        0  48        0  12  $31,773      No
## 73      93           0     0.00000        0  49        0   0       $0      No
## 74      94           0     0.00000        0  44        2  15 $139,330     Yes
## 75      95           0     0.00000        0  50        0  13 $163,296      No
## 76      96           0     0.00000        0  30        1  10  $17,455     Yes
## 77      97           0     0.00000        0  54        0  NA  $71,007      No
## 78      99           1  2425.00000        0  53        0   6  $38,036      No
## 79     100           0     0.00000        0  53        0  13  $41,199      No
## 80     101           0     0.00000        0  29        1  10  $38,042     Yes
## 81     102           0     0.00000        0  58        0  11  $91,223      No
## 82     103           0     0.00000        0  55        0   7  $45,787      No
## 83     104           0     0.00000        0  55        0  NA  $84,964      No
## 84     105           0     0.00000        0  56        0   8  $38,240      No
## 85     108           0     0.00000        0  34        0  11  $51,565      No
## 86     109           1  5711.00000        0  34        3   0       $0      No
## 87     110           0     0.00000        0  36        0  11 $105,384      No
## 88     111           1 13105.32763        0  41        0  10  $66,265      No
## 89     112           1  4061.00000        0  46        0   7               No
## 90     114           0     0.00000        0  42        0   9  $76,226      No
## 91     115           0     0.00000        1  38        3  16   $7,528      No
## 92     116           1  7838.00000        0  33        4   0       $0     Yes
## 93     117           1  3660.00000        0  37        0   0               No
## 94     118           0     0.00000        1  42        1   9  $32,797      No
## 95     119           1  5125.00000        0  47        0  11  $44,705      No
## 96     121           0     0.00000        0  52        0   9  $68,992      No
## 97     122           0     0.00000        0  43        0  11 $132,561      No
## 98     124           0     0.00000        0  66        1  17  $96,830      No
## 99     127           1  2143.00000        0  52        0   7  $64,014      No
## 100    130           0     0.00000        1  38        1   7               No
## 101    132           0     0.00000        0  47        0  14               No
## 102    133           0     0.00000        0  37        0  12 $123,520      No
## 103    134           0     0.00000        0  47        0  13  $45,257      No
## 104    136           0     0.00000        1  61        2  17  $41,857      No
## 105    137           1  2114.00000        0  41        1   8 $126,468     Yes
## 106    138           0     0.00000        3  40        3   9  $75,516      No
## 107    139           0     0.00000        0  52        0  16  $76,954      No
## 108    140           0     0.00000        0  58        1   8 $150,352      No
## 109    142           1  8671.00000        1  38        1  12  $37,580      No
## 110    143           1  6287.00000        0  41        2  15  $23,344      No
## 111    144           0     0.00000        0  37        0  16  $43,290      No
## 112    145           0     0.00000        0  48        0  10  $48,737      No
## 113    146           0     0.00000        0  47        0  12  $64,259      No
## 114    149           0     0.00000        0  41        0   6  $12,541      No
## 115    150           0     0.00000        0  47        0  12 $104,271      No
## 116    152           0     0.00000        0  44        1  NA  $67,278      No
## 117    153           0     0.00000        0  46        0  10 $104,990      No
## 118    154           0     0.00000        0  49        0   6  $89,948      No
## 119    155           0     0.00000        0  33        1  12 $111,427      No
## 120    158           1  1807.00000        1  43        2  11  $76,159     Yes
## 121    159           0     0.00000        0  62        0   6 $107,734      No
## 122    160           1 10593.94663        0  42        0   0       $0      No
## 123    161           0     0.00000        0  36        2  12  $25,282     Yes
## 124    162           0     0.00000        0  47        0  11  $18,549      No
## 125    163           0     0.00000        0  50        0  14               No
## 126    164           0     0.00000        0  51        0   9  $50,166      No
## 127    165           0     0.00000        0  46        0   8  $73,872      No
## 128    166           0     0.00000        0  50        0  14  $73,343      No
## 129    167           1  6158.00000        0  43        2  15  $49,849     Yes
## 130    168           1  4887.00000        1  39        1  16  $12,054      No
## 131    169           0     0.00000        0  43        3  14  $48,184      No
## 132    170           1  5147.00000        0  60        3  18  $78,936      No
## 133    171           0     0.00000        0  55        0   0       $0      No
## 134    172           0     0.00000        0  40        0  10  $78,914      No
## 135    173           0     0.00000        0  39        0   6  $77,125      No
## 136    175           0     0.00000        0  38        0  14  $25,835      No
## 137    176           0     0.00000        0  42        0  12  $47,660      No
## 138    177           0     0.00000        0  42        0  10 $123,143      No
## 139    178           0     0.00000        0  49        0   8  $22,059      No
## 140    179           0     0.00000        1  36        1  12  $50,750     Yes
## 141    180           0     0.00000        0  34        1  10  $23,571     Yes
## 142    181           0     0.00000        0  49        0   0       $0      No
## 143    182           0     0.00000        0  52        0  12  $35,631      No
## 144    183           0     0.00000        0  50        0  11 $129,234      No
## 145    184           0     0.00000        0  53        0  12               No
## 146    185           0     0.00000        0  55        0  14  $55,409      No
## 147    187           0     0.00000        0  40        4  15  $48,067     Yes
## 148    188           0     0.00000        0  45        2  12  $64,867      No
## 149    189           0     0.00000        0  80        2  23  $97,716      No
## 150    190           0     0.00000        0  48        0  10  $39,613      No
## 151    191           0     0.00000        0  37        0  11               No
## 152    192           0     0.00000        0  40        0  11  $49,780      No
## 153    194           0     0.00000        0  45        0  11  $60,845      No
## 154    196           1  6087.00000        0  42        0  12 $136,344      No
## 155    197           0     0.00000        0  36        0   7  $70,313      No
## 156    198           0     0.00000        0  45        3  15  $23,773     Yes
## 157    199           0     0.00000        0  52        0  11 $115,713      No
## 158    200           0     0.00000        0  41        0   8  $55,364      No
## 159    201           0     0.00000        0  36        0  14  $27,693      No
## 160    202           0     0.00000        0  56        0   0       $0      No
## 161    203           0     0.00000        1  53        1   0       $0      No
## 162    204           1  3894.00000        0  39        0  12  $32,936      No
## 163    205           0     0.00000        0  38        0  11  $33,151      No
## 164    206           1  2659.00000        1  45        3   0       $0     Yes
## 165    207           0     0.00000        0  46        0  14  $24,575      No
## 166    208           0     0.00000        0  43        2  16  $32,546      No
## 167    209           0     0.00000        1  54        1   0       $0     Yes
## 168    210           0     0.00000        0  55        0  16 $163,158      No
## 169    211           0     0.00000        0  61        0  10  $58,212      No
## 170    214           1  6693.00000        0  53        0  15  $84,345      No
## 171    215           0     0.00000        0  52        0  12  $24,590      No
## 172    216           0     0.00000        0  54        0  15 $107,808      No
## 173    218           0     0.00000        0  51        0  15  $76,443      No
## 174    219           0     0.00000        0  39        2  12  $59,685      No
## 175    220           0     0.00000        0  38        0  12  $90,647      No
## 176    221           1  4380.00000        0  42        0  10  $43,174      No
## 177    222           1  1826.00000        0  31        2  14  $30,653     Yes
## 178    224           0     0.00000        0  41        2   0       $0     Yes
## 179    225           1  6716.00000        3  36        4   0               No
## 180    227           0     0.00000        0  49        0  13  $59,148      No
## 181    229           0     0.00000        0  47        0  10  $81,899      No
## 182    231           0     0.00000        0  45        3  NA   $1,158      No
## 183    232           0     0.00000        0  53        0  15 $114,088      No
## 184    233           0     0.00000        0  51        0  13  $80,621      No
## 185    234           0     0.00000        0  51        1  12  $94,328      No
## 186    235           1 53571.21408        0  36        3  11  $49,703     Yes
## 187    236           0     0.00000        0  43        0  12               No
## 188    237           0     0.00000        0  43        0  11               No
## 189    238           1  4257.00000        0  53        0  13  $25,289      No
## 190    239           0     0.00000        0  40        0   7  $95,405      No
## 191    240           1  4277.00000        0  31        3  14  $26,112      No
## 192    242           1 19597.13587        0  58        0  12 $131,560      No
## 193    244           0     0.00000        0  50        0  14  $90,566      No
## 194    245           0     0.00000        0  45        2  12  $62,447     Yes
## 195    246           0     0.00000        0  46        0   5 $108,701      No
## 196    247           0     0.00000        0  47        0  12  $94,774      No
## 197    248           0     0.00000        1  43        2  16  $72,357      No
## 198    250           0     0.00000        0  48        0  11 $140,112      No
## 199    251           0     0.00000        0  39        0  11  $19,016      No
## 200    252           0     0.00000        0  49        0   0       $0      No
## 201    253           0     0.00000        0  45        0  NA  $19,909      No
## 202    254           0     0.00000        0  36        0  NA   $4,885      No
## 203    255           1  2738.00000        1  59        1  12 $119,382     Yes
## 204    256           0     0.00000        0  60        0  13  $89,511      No
## 205    257           0     0.00000        0  49        0  15 $107,375      No
## 206    258           0     0.00000        0  45        2  13  $36,947      No
## 207    259           0     0.00000        0  34        2  13  $27,581     Yes
## 208    260           1  1146.00000        0  57        0  14   $8,212      No
## 209    261           0     0.00000        0  33        1  11  $86,187     Yes
## 210    262           0     0.00000        0  52        0  12  $42,255      No
## 211    263           0     0.00000        0  53        0  13  $37,646      No
## 212    264           0     0.00000        0  57        0   8               No
## 213    265           0     0.00000        0  37        0  11 $116,043      No
## 214    266           0     0.00000        0  45        2  NA  $89,479      No
## 215    267           0     0.00000        0  38        0   8  $92,917      No
## 216    268           0     0.00000        0  36        3   7  $29,741     Yes
## 217    269           0     0.00000        0  51        0  12   $3,673      No
## 218    270           1  4658.00000        1  39        2  15  $61,370     Yes
## 219    271           0     0.00000        0  51        0  13  $32,159      No
## 220    272           0     0.00000        2  40        3  14  $20,126     Yes
## 221    273           1  5259.00000        0  54        0  11  $44,782      No
## 222    274           0     0.00000        0  34        4  14  $59,828     Yes
## 223    275           0     0.00000        1  41        2  14  $74,022      No
## 224    276           0     0.00000        0  36        0  11  $80,256      No
## 225    277           0     0.00000        0  55        0  14   $6,094      No
## 226    278           0     0.00000        1  45        2   0       $0      No
## 227    279           1  3769.00000        2  45        2  12  $30,085      No
## 228    280           0     0.00000        0  50        0  11  $80,241      No
## 229    282           0     0.00000        0  55        0  12  $55,673      No
## 230    283           1  4363.23758        0  44        0   8  $32,317      No
## 231    284           0     0.00000        0  50        0   9  $58,762      No
## 232    285           0     0.00000        0  60        0  15  $76,899      No
## 233    286           0     0.00000        0  40        0  12  $48,640      No
## 234    287           0     0.00000        0  57        0   6  $78,592      No
## 235    289           1  5523.00000        0  47        0  NA  $21,282      No
## 236    290           1  7390.43996        0  64        0  13  $61,521      No
## 237    291           1  1164.98807        0  34        1   9 $105,554     Yes
## 238    292           0     0.00000        0  52        0   6 $147,666      No
## 239    293           1  2362.00000        1  42        1   3  $69,290     Yes
## 240    296           1  6142.00000        0  NA        2   8   $2,954     Yes
## 241    297           0     0.00000        0  54        0  11 $105,762      No
## 242    298           0     0.00000        0  42        2  11  $79,185      No
## 243    299           0     0.00000        0  56        0  13 $111,702      No
## 244    301           0     0.00000        0  59        0  12   $5,005      No
## 245    304           0     0.00000        0  35        0  11  $13,760      No
## 246    305           1  1065.00000        0  54        0  13  $88,668      No
## 247    306           1  5075.00000        0  50        0  13   $2,657      No
## 248    307           0     0.00000        0  29        1  11  $51,122      No
## 249    309           1   680.00000        0  57        0  12               No
## 250    310           0     0.00000        0  43        0  10  $97,953      No
## 251    311           0     0.00000        0  44        0   0       $0      No
## 252    312           0     0.00000        1  38        2  14  $83,937      No
## 253    313           0     0.00000        1  37        2  14  $96,188     Yes
## 254    314           0     0.00000        1  55        1  14  $17,820      No
## 255    315           0     0.00000        2  51        2  14  $62,894      No
## 256    316           1  2287.00000        1  42        2  12  $68,090     Yes
## 257    317           1  6195.00000        0  45        2   4  $25,032     Yes
## 258    318           1  4862.00000        0  54        0  12  $52,078      No
## 259    321           0     0.00000        0  48        0  12  $22,633      No
## 260    322           0     0.00000        0  50        0   0       $0      No
## 261    323           1  9775.64134        0  25        1   9  $51,544     Yes
## 262    325           0     0.00000        0  35        0   9  $72,389      No
## 263    326           1  3418.00000        0  29        1   8  $73,842     Yes
## 264    327           1  4423.00000        1  45        2   0       $0     Yes
## 265    328           0     0.00000        0  37        0  14               No
## 266    329           0     0.00000        0  56        0  16 $109,521      No
## 267    330           0     0.00000        0  45        3  17  $71,969     Yes
## 268    332           0     0.00000        0  48        0  10               No
## 269    333           0     0.00000        0  52        0  13  $37,295      No
## 270    334           0     0.00000        0  40        0   7  $50,224      No
## 271    335           1  2328.00000        0  41        1  13 $109,957      No
## 272    336           0     0.00000        0  44        2  14  $44,141      No
## 273    337           0     0.00000        0  54        0  NA  $30,388      No
## 274    338           0     0.00000        0  42        0  12  $85,752      No
## 275    339           0     0.00000        0  50        0  11   $8,345      No
## 276    340           1  4700.00000        0  38        0  14  $10,486      No
## 277    341           0     0.00000        0  36        0  12  $33,284      No
## 278    342           1  6880.00000        0  62        0  12  $33,713      No
## 279    344           0     0.00000        0  47        0   7 $144,957      No
## 280    345           0     0.00000        0  46        0   8  $79,317      No
## 281    346           0     0.00000        0  42        0   9  $64,705      No
## 282    349           0     0.00000        0  33        3   0       $0      No
## 283    351           0     0.00000        0  43        0  11 $142,297      No
## 284    352           1  4875.00000        0  45        3  14  $94,325      No
## 285    353           0     0.00000        0  55        0  14  $72,337      No
## 286    354           0     0.00000        0  27        2  14   $1,212      No
## 287    355           0     0.00000        0  41        0  13 $157,237      No
## 288    356           0     0.00000        0  40        1  13   $5,322      No
## 289    359           0     0.00000        0  57        0  15  $51,737      No
## 290    361           1 17290.25766        0  64        0   9  $38,020      No
## 291    362           1  5395.00000        0  32        2   9  $60,050     Yes
## 292    363           1  5021.00000        2  39        2  11              Yes
## 293    364           0     0.00000        0  37        0   7  $97,266      No
## 294    365           0     0.00000        0  45        2  14  $19,793      No
## 295    369           0     0.00000        0  39        2  14  $50,875      No
## 296    370           0     0.00000        1  41        2  10  $32,057      No
## 297    371           1  3149.00000        0  35        0   7  $62,036      No
## 298    372           1  3602.00000        0  64        0  15  $40,528      No
## 299    373           0     0.00000        0  46        0  13 $266,027      No
## 300    374           0     0.00000        0  59        0  15 $158,703      No
## 301    375           1  2516.00000        1  39        2  13  $52,950      No
## 302    377           1  3259.00000        0  40        1  12  $39,600     Yes
## 303    378           0     0.00000        0  43        0   8  $67,109      No
## 304    379           0     0.00000        0  48        0  13  $75,723      No
## 305    381           0     0.00000        0  48        0   0       $0      No
## 306    382           0     0.00000        0  60        0  15               No
## 307    383           0     0.00000        0  59        0  11 $186,632      No
## 308    384           0     0.00000        0  43        0   8  $97,103      No
## 309    385           1  3085.00000        0  43        1   0       $0     Yes
## 310    386           0     0.00000        0  64        0   7  $75,166      No
## 311    387           1  3593.00000        0  55        0   0       $0      No
## 312    389           1   457.55636        0  54        0  12  $10,617      No
## 313    390           0     0.00000        2  35        3   8  $33,799      No
## 314    391           1  6143.00000        0  46        0   8 $140,766      No
## 315    392           1  4524.00000        0  26        1   0       $0      No
## 316    393           1  4480.00000        0  43        2  11  $46,224      No
## 317    394           0     0.00000        0  43        0   8  $91,877      No
## 318    395           0     0.00000        0  54        0  13 $193,895      No
## 319    397           0     0.00000        0  45        0   0       $0      No
## 320    399           1  1766.00000        0  46        0  NA  $31,177      No
## 321    400           0     0.00000        0  47        0   7  $28,654      No
## 322    401           0     0.00000        0  45        0  12 $107,327      No
## 323    402           0     0.00000        0  55        0   8  $45,918      No
## 324    404           0     0.00000        0  53        0  12 $106,830      No
## 325    405           0     0.00000        0  49        0  13  $33,322      No
## 326    406           0     0.00000        0  30        3   0               No
## 327    407           0     0.00000        0  47        0  10  $15,249      No
## 328    408           0     0.00000        1  41        3  16  $38,034      No
## 329    409           0     0.00000        0  49        0  14  $95,156      No
## 330    411           0     0.00000        0  31        1  11 $110,404      No
## 331    413           0     0.00000        0  50        0  15  $36,504      No
## 332    414           1 40151.70697        0  58        0  11  $51,870      No
## 333    415           0     0.00000        0  56        0  13 $125,795      No
## 334    416           1  1237.00000        0  41        0  14  $99,959      No
## 335    417           1  2876.00000        0  37        0   7  $61,790      No
## 336    418           0     0.00000        0  57        0  10  $33,707      No
## 337    419           1  1650.00000        1  37        2   0       $0     Yes
## 338    421           1 14833.61490        0  49        0  13  $28,592      No
## 339    422           1  1796.00000        0  42        2  13  $64,766      No
## 340    423           0     0.00000        0  38        0   8  $81,447      No
## 341    424           0     0.00000        0  55        0  14  $81,188      No
## 342    425           1  4057.00000        1  37        2  11  $62,426      No
## 343    426           1  5177.00000        0  25        1  12  $40,095     Yes
## 344    427           0     0.00000        0  44        0   5  $87,072      No
## 345    428           0     0.00000        0  20        0   7  $19,933      No
## 346    429           1  5287.00000        1  40        2   7  $52,423      No
## 347    430           1  1444.00000        0  32        1  12  $76,985     Yes
## 348    431           0     0.00000        0  35        0   0       $0      No
## 349    432           0     0.00000        0  37        0  11  $80,997      No
## 350    433           0     0.00000        0  58        0  NA  $37,528      No
## 351    435           1  3008.00000        0  54        0  NA  $62,215      No
## 352    436           0     0.00000        0  39        3  12  $54,714      No
## 353    437           1  3943.00000        0  49        0   8  $37,356      No
## 354    438           0     0.00000        0  48        0  NA       $0      No
## 355    439           1  2316.00000        0  42        0  13  $28,341      No
## 356    441           0     0.00000        0  56        0  13  $27,968      No
## 357    442           1  5051.00000        0  48        0   6  $52,275      No
## 358    443           1  6245.00000        0  21        0   5  $40,022      No
## 359    444           0     0.00000        0  33        3  12  $46,453      No
## 360    445           0     0.00000        1  38        1  NA $122,492     Yes
## 361    446           0     0.00000        0  33        3   7  $22,899     Yes
## 362    447           0     0.00000        0  51        0  11 $124,550      No
## 363    448           0     0.00000        0  45        0  12 $100,822      No
## 364    449           1  2872.00000        0  40        0   5  $57,063      No
## 365    451           0     0.00000        0  50        0   7 $116,403      No
## 366    452           0     0.00000        0  39        0  12  $87,562      No
## 367    454           0     0.00000        0  39        0   0       $0      No
## 368    455           0     0.00000        0  19        2   0       $0      No
## 369    456           0     0.00000        0  49        0   7  $40,452      No
## 370    457           0     0.00000        0  33        3  12  $14,369      No
## 371    458           0     0.00000        0  43        1  11 $176,021      No
## 372    459           0     0.00000        0  48        0   9  $43,095      No
## 373    460           0     0.00000        0  45        2  15  $70,982      No
## 374    461           0     0.00000        0  39        0  10  $76,150      No
## 375    462           1  1347.00000        0  32        0  12  $52,469      No
## 376    463           0     0.00000        2  45        2  13 $103,087      No
## 377    467           0     0.00000        0  51        0   0       $0      No
## 378    468           0     0.00000        0  36        0  11  $48,710      No
## 379    469           1  4997.00000        1  72        2  18  $27,625      No
## 380    470           0     0.00000        0  51        0  12  $27,940      No
## 381    471           0     0.00000        1  39        1  13  $54,298      No
## 382    472           0     0.00000        0  34        3  NA  $88,760     Yes
## 383    474           0     0.00000        0  45        1   8  $45,105      No
## 384    475           1  8662.00000        2  36        3  13  $28,326      No
## 385    477           0     0.00000        0  32        2  13  $17,545     Yes
## 386    480           0     0.00000        0  57        0  NA $159,517      No
## 387    481           0     0.00000        0  47        0   8  $28,172      No
## 388    482           0     0.00000        1  36        1  13  $60,097      No
## 389    483           0     0.00000        0  43        3  11  $19,219     Yes
## 390    484           0     0.00000        0  46        0  11 $107,677      No
## 391    485           0     0.00000        0  41        0   6  $43,889      No
## 392    486           0     0.00000        0  55        0  18  $49,627      No
## 393    487           1  5952.00000        0  63        0  15  $26,921      No
## 394    488           1  5252.00000        0  45        3  12  $13,891      No
## 395    489           1  5440.00000        0  35        0  13  $64,488      No
## 396    490           0     0.00000        0  60        0  15 $163,014      No
## 397    491           0     0.00000        0  51        0  10  $72,900      No
## 398    492           0     0.00000        0  43        3   0       $0      No
## 399    494           1  7719.00000        0  33        2   9  $31,675      No
## 400    495           0     0.00000        3  37        3   9   $6,857     Yes
## 401    496           1  8289.00000        1  39        2   7  $66,367      No
## 402    498           0     0.00000        0  48        0  12  $93,658      No
## 403    499           0     0.00000        0  45        1   0       $0      No
## 404    500           1  2353.00000        0  56        2  17  $29,524      No
## 405    501           0     0.00000        0  37        0   6  $70,495      No
## 406    502           0     0.00000        0  40        0  11 $180,525      No
## 407    506           0     0.00000        0  46        0  13  $27,669      No
## 408    508           0     0.00000        0  43        0  10  $68,350      No
## 409    509           0     0.00000        0  64        0  11  $76,552      No
## 410    510           0     0.00000        0  46        0  11  $57,456      No
## 411    511           0     0.00000        2  39        3  17 $173,533      No
## 412    512           0     0.00000        0  69        0  14  $69,098      No
## 413    514           0     0.00000        2  44        2   9  $65,134      No
## 414    515           0     0.00000        0  44        0   7  $93,041      No
## 415    516           0     0.00000        0  39        1   9  $69,516      No
## 416    517           0     0.00000        0  56        0  15 $126,700      No
## 417    518           0     0.00000        0  59        0  14               No
## 418    520           1  5457.00000        1  57        2  15  $34,116     Yes
## 419    523           0     0.00000        0  52        0  13  $65,465      No
## 420    524           0     0.00000        0  46        0  14  $56,849      No
## 421    525           0     0.00000        0  51        0   9  $46,201      No
## 422    526           0     0.00000        0  43        1   0       $0     Yes
## 423    527           0     0.00000        0  52        0  14 $125,662      No
## 424    528           0     0.00000        0  43        3  15 $102,262      No
## 425    529           0     0.00000        0  47        0  11  $18,535      No
## 426    530           0     0.00000        0  44        3  15  $29,502      No
## 427    531           0     0.00000        0  48        0  10  $93,303      No
## 428    532           1  4898.00000        0  33        0  11     $249      No
## 429    533           1  4046.00000        2  41        3  10  $24,862     Yes
## 430    534           0     0.00000        0  49        0  14 $108,748      No
## 431    535           1  2812.00000        0  50        0   0       $0      No
## 432    536           0     0.00000        0  42        0  10  $86,596      No
## 433    537           0     0.00000        0  33        2  12  $92,904     Yes
## 434    538           0     0.00000        0  42        1  12  $82,281     Yes
## 435    539           1  5050.00000        0  41        3  11               No
## 436    540           0     0.00000        0  40        1  NA  $63,400      No
## 437    541           0     0.00000        0  51        0  13  $62,463      No
## 438    542           1  3782.00000        0  57        0  15  $25,761      No
## 439    543           1  3443.00000        0  42        0  11  $49,224      No
## 440    544           0     0.00000        0  46        0  10  $41,083      No
## 441    546           0     0.00000        0  52        0  12  $70,293      No
## 442    547           0     0.00000        0  38        1   9  $34,319      No
## 443    548           1 46858.30690        0  43        0  13  $22,623      No
## 444    550           0     0.00000        0  54        0  16  $19,961      No
## 445    552           1  1958.00000        0  27        2  11  $68,493     Yes
## 446    553           0     0.00000        0  56        0  12     $278      No
## 447    554           0     0.00000        0  48        0   8 $137,411      No
## 448    555           0     0.00000        0  47        0  NA  $44,963      No
## 449    558           1  1736.00000        0  33        1  11  $25,544     Yes
## 450    561           1  1412.55161        0  50        0  13  $94,589      No
## 451    562           0     0.00000        0  48        0  10 $116,063      No
## 452    563           0     0.00000        0  33        1   0       $0      No
## 453    564           0     0.00000        0  53        0  12  $16,536      No
## 454    565           0     0.00000        0  58        0   0       $0      No
## 455    567           0     0.00000        0  49        0  12  $66,972      No
## 456    568           1  1036.00000        0  40        2  13  $50,537      No
## 457    570           0     0.00000        0  38        2  11 $282,292     Yes
## 458    571           0     0.00000        0  49        0  13  $83,569      No
## 459    572           1  6827.00000        0  39        0   6               No
## 460    574           1  1842.21089        0  27        4  13  $50,139      No
## 461    575           0     0.00000        0  48        0  14  $74,597      No
## 462    576           1  8798.00000        0  47        0  NA  $92,543      No
## 463    577           0     0.00000        1  38        2  13  $15,755      No
## 464    580           0     0.00000        0  46        0  12   $5,420      No
## 465    581           0     0.00000        0  50        0  11 $109,786      No
## 466    583           0     0.00000        0  24        1  13  $23,109      No
## 467    584           1  5636.00000        0  37        0   6  $53,895      No
## 468    585           0     0.00000        0  38        2  14               No
## 469    586           1  3414.00000        0  43        2  12  $60,973     Yes
## 470    587           0     0.00000        0  46        0   8               No
## 471    588           1  7161.00000        0  36        0  10  $85,731      No
## 472    589           0     0.00000        0  50        0  12  $34,703      No
## 473    590           0     0.00000        0  31        0   3  $57,017      No
## 474    591           1 26305.26053        0  47        0   0       $0      No
## 475    592           1  5717.00000        1  42        2  11  $14,166     Yes
## 476    593           0     0.00000        0  44        2   9  $66,069     Yes
## 477    594           0     0.00000        0  59        0   0       $0      No
## 478    595           0     0.00000        0  40        2  15  $36,846      No
## 479    597           0     0.00000        0  40        0  11 $164,807      No
## 480    600           0     0.00000        0  45        0  11               No
## 481    601           0     0.00000        0  58        0   0       $0      No
## 482    603           0     0.00000        0  46        0  12   $3,929      No
## 483    604           0     0.00000        0  32        4  14   $2,270      No
## 484    606           1   465.00468        0  47        0  15  $91,221      No
## 485    607           0     0.00000        0  44        2  12   $6,035     Yes
## 486    608           1  5016.00000        0  44        0  10 $146,338      No
## 487    609           0     0.00000        1  46        0   8 $109,874      No
## 488    610           0     0.00000        0  55        0   8 $245,498      No
## 489    611           0     0.00000        0  52        0  13 $255,823      No
## 490    612           0     0.00000        0  43        2   7  $33,703      No
## 491    613           0     0.00000        0  52        0  11  $12,363      No
## 492    614           0     0.00000        0  51        0  10   $8,900      No
## 493    615           1  3354.00000        0  47        0  12  $47,235      No
## 494    616           0     0.00000        0  52        0  10  $27,019      No
## 495    618           0     0.00000        0  41        0  10 $198,600      No
## 496    620           0     0.00000        0  67        0  15   $2,558      No
## 497    621           0     0.00000        0  43        0  14  $30,037      No
## 498    622           1  1368.00000        0  36        3  15  $79,457     Yes
## 499    623           1  3998.00000        0  58        0  14  $37,991      No
## 500    624           0     0.00000        0  37        1  12  $64,020     Yes
## 501    625           0     0.00000        0  44        0  11 $108,412      No
## 502    626           0     0.00000        0  51        0   7  $94,082      No
## 503    627           0     0.00000        0  28        2   9  $54,005      No
## 504    628           0     0.00000        0  50        0  12  $26,748      No
## 505    629           0     0.00000        0  44        0  12  $92,673      No
## 506    631           0     0.00000        0  41        0  13 $104,652      No
## 507    632           0     0.00000        0  42        3  10  $89,052      No
## 508    633           1  3854.00000        0  37        2  13 $133,335     Yes
## 509    635           0     0.00000        0  32        2  15  $77,222      No
## 510    636           1  4611.02393        0  38        2  14  $58,833      No
## 511    637           0     0.00000        1  42        3  13  $58,797     Yes
## 512    638           0     0.00000        1  42        2  10  $32,526      No
## 513    639           0     0.00000        1  44        2  14  $13,587      No
## 514    640           0     0.00000        0  46        0  13               No
## 515    641           0     0.00000        3  44        3  12  $24,197     Yes
## 516    642           0     0.00000        0  37        1   7 $111,183     Yes
## 517    644           0     0.00000        0  48        0  14  $48,866      No
## 518    646           0     0.00000        0  52        0  14 $207,687      No
## 519    648           1  9162.09636        0  40        0   9   $5,253      No
## 520    650           0     0.00000        0  62        0  15  $37,018      No
## 521    651           0     0.00000        0  45        0  13  $32,722      No
## 522    652           1  3829.00000        0  32        3   8              Yes
## 523    653           0     0.00000        0  42        0   9  $54,178      No
## 524    654           0     0.00000        0  33        0   0       $0      No
## 525    655           0     0.00000        1  43        2  16  $45,348      No
## 526    659           0     0.00000        1  43        2  13  $45,784      No
## 527    660           0     0.00000        0  47        0  10 $114,507      No
## 528    661           1  3844.00000        0  44        1  11  $48,374      No
## 529    662           0     0.00000        0  50        0  11               No
## 530    663           0     0.00000        0  48        0  13  $70,682      No
## 531    664           0     0.00000        0  42        0  10               No
## 532    665           0     0.00000        0  51        0  NA  $40,862      No
## 533    666           0     0.00000        0  32        1   8  $63,720     Yes
## 534    668           0     0.00000        0  52        0  12 $188,148      No
## 535    669           0     0.00000        0  41        0  10  $19,816      No
## 536    670           0     0.00000        0  39        0   5 $123,064      No
## 537    671           1  2595.00000        0  27        0   8               No
## 538    672           1  5951.18282        0  53        0  12  $48,587      No
## 539    673           0     0.00000        0  48        0  10  $27,208      No
## 540    674           0     0.00000        0  52        0  13 $152,004      No
## 541    675           0     0.00000        0  38        0  10 $106,267      No
## 542    676           0     0.00000        0  53        0  14  $47,625      No
## 543    677           0     0.00000        0  40        0   9   $5,253      No
## 544    678           0     0.00000        0  49        0   7 $173,242      No
## 545    679           0     0.00000        0  59        0   0       $0      No
## 546    680           0     0.00000        0  34        1  14   $5,017      No
## 547    681           0     0.00000        0  52        0  12  $78,609      No
## 548    682           1 22134.28420        0  35        0  11  $85,430      No
## 549    683           0     0.00000        0  46        0  13 $161,372      No
## 550    684           0     0.00000        0  56        0  15 $134,166      No
## 551    685           1 60838.10394        0  48        0  11  $81,084      No
## 552    686           1  2705.00000        0  36        0  12 $204,373      No
## 553    687           0     0.00000        0  30        3  14  $40,889      No
## 554    688           1 16840.12083        3  62        3  16  $33,995      No
## 555    689           0     0.00000        0  50        0  11 $113,845      No
## 556    690           1  4423.00000        0  55        0  10  $39,405      No
## 557    691           0     0.00000        0  52        0  11   $5,109      No
## 558    694           1  9893.00000        0  46        0  13  $57,933      No
## 559    695           0     0.00000        0  46        0  12   $9,537      No
## 560    696           1  5494.69770        0  24        1  12  $94,566     Yes
## 561    697           1  5386.00000        0  55        0  13               No
## 562    701           0     0.00000        0  33        1  10  $39,584     Yes
## 563    702           0     0.00000        0  56        0  12  $95,259      No
## 564    703           0     0.00000        0  49        0   8  $76,399      No
## 565    705           0     0.00000        0  52        0  14  $57,134      No
## 566    706           1  5190.00000        0  60        0  11               No
## 567    710           0     0.00000        0  30        4  14  $53,140      No
## 568    711           0     0.00000        0  36        2  14  $80,765      No
## 569    712           0     0.00000        0  30        0  12  $80,872      No
## 570    715           0     0.00000        0  62        0  15  $39,953      No
## 571    717           1  5109.00000        0  59        0  11   $8,213      No
## 572    719           0     0.00000        0  46        0  13  $49,838      No
## 573    720           1  2424.00000        0  30        3  11  $75,891      No
## 574    721           0     0.00000        2  42        2  17  $69,465      No
## 575    723           0     0.00000        0  57        0  NA $104,257      No
## 576    724           0     0.00000        0  46        0   0       $0      No
## 577    725           0     0.00000        0  43        4  11  $69,651      No
## 578    726           0     0.00000        0  50        0  12  $92,237      No
## 579    727           1 27495.93045        1  42        1   9  $61,995     Yes
## 580    728           0     0.00000        0  42        0   7 $178,453      No
## 581    730           1  5862.00000        1  38        2  11  $22,938     Yes
## 582    732           0     0.00000        0  56        0   9  $29,401      No
## 583    734           0     0.00000        0  43        0  10               No
## 584    735           0     0.00000        0  52        0  10  $47,417      No
## 585    736           0     0.00000        0  42        0  12  $91,845      No
## 586    737           1  3960.00000        0  32        0  10  $16,118      No
## 587    738           0     0.00000        0  42        0  13 $172,119      No
## 588    739           0     0.00000        0  27        3  15  $52,335      No
## 589    740           0     0.00000        0  38        2  10  $40,180      No
## 590    741           0     0.00000        0  46        0  11  $89,657      No
## 591    742           0     0.00000        1  38        1  14  $39,338     Yes
## 592    743           0     0.00000        1  41        1   0       $0      No
## 593    744           1  1226.00000        0  41        0  10  $50,331      No
## 594    745           0     0.00000        0  42        1   6  $68,984     Yes
## 595    749           0     0.00000        0  44        0   9  $70,914      No
## 596    750           0     0.00000        0  55        0  13  $28,196      No
## 597    751           0     0.00000        0  39        0  10 $198,320      No
## 598    752           0     0.00000        0  56        0   6               No
## 599    754           0     0.00000        0  45        0   7 $155,990      No
## 600    755           0     0.00000        0  50        0  14   $5,041      No
## 601    756           0     0.00000        0  56        0  NA  $84,186      No
## 602    758           1  4402.00000        0  36        0   0       $0      No
## 603    759           0     0.00000        0  31        1   8   $2,177     Yes
## 604    760           0     0.00000        0  40        0   8  $55,258      No
## 605    761           0     0.00000        0  44        0  14  $25,588      No
## 606    762           1  5722.00000        0  54        0   8  $55,742      No
## 607    764           1  6220.00000        0  54        0  14  $81,438      No
## 608    765           0     0.00000        2  40        2  13  $45,777      No
## 609    766           0     0.00000        0  38        0  10  $98,120      No
## 610    768           1  2962.10177        1  42        2  10  $36,230     Yes
## 611    769           0     0.00000        0  43        0  12  $37,384      No
## 612    770           0     0.00000        0  41        0  10  $36,339      No
## 613    771           0     0.00000        0  45        3  18  $77,865      No
## 614    772           0     0.00000        0  53        0  11  $97,706      No
## 615    773           0     0.00000        0  53        0  15  $63,049      No
## 616    775           1  4405.00000        0  32        1  14  $42,667     Yes
## 617    777           0     0.00000        0  42        3  NA  $43,444     Yes
## 618    778           1  5378.00000        1  42        1  12  $71,686     Yes
## 619    779           0     0.00000        0  41        0   0       $0      No
## 620    780           0     0.00000        1  39        3  14  $46,878      No
## 621    781           0     0.00000        0  27        0   8  $78,197      No
## 622    782           0     0.00000        1  43        1  11  $84,342      No
## 623    783           0     0.00000        0  45        1   9  $24,178      No
## 624    784           0     0.00000        0  43        0  11  $44,139      No
## 625    785           1  2044.21690        0  33        0   9  $69,641      No
## 626    786           0     0.00000        0  48        0  15  $81,940      No
## 627    787           0     0.00000        0  52        0  13  $16,005      No
## 628    789           0     0.00000        0  55        0  15               No
## 629    790           0     0.00000        0  51        1  13  $46,381      No
## 630    791           0     0.00000        0  47        0   8  $51,624      No
## 631    792           1   834.52069        0  28        0   9  $13,410      No
## 632    793           0     0.00000        0  51        0  11  $61,666      No
## 633    795           0     0.00000        0  47        0  12  $64,246      No
## 634    796           0     0.00000        0  40        2   9  $31,957      No
## 635    797           1  4578.00000        0  30        2  11  $13,490      No
## 636    798           0     0.00000        0  53        0  11  $82,266      No
## 637    800           0     0.00000        1  42        2  NA  $35,101      No
## 638    801           0     0.00000        0  53        1  13  $52,019      No
## 639    802           0     0.00000        0  43        0  12   $2,346      No
## 640    804           0     0.00000        1  38        2  15  $40,342      No
## 641    805           0     0.00000        0  41        2  13  $78,370     Yes
## 642    808           0     0.00000        0  28        1  11  $70,029      No
## 643    809           0     0.00000        0  35        2  13  $35,907     Yes
## 644    810           0     0.00000        0  51        0  12  $37,721      No
## 645    812           0     0.00000        0  47        0   9 $107,414      No
## 646    813           0     0.00000        0  46        0  15  $45,109      No
## 647    814           0     0.00000        0  43        0   9  $21,913      No
## 648    815           0     0.00000        0  53        0   2  $55,890      No
## 649    817           0     0.00000        0  46        0  10  $70,307      No
## 650    820           0     0.00000        0  47        0  10               No
## 651    821           0     0.00000        0  55        0  15  $39,422      No
## 652    822           1  9270.00000        0  50        0   3  $87,719      No
## 653    823           0     0.00000        0  55        0  12               No
## 654    824           1  5040.00000        0  40        0  11  $32,265      No
## 655    825           0     0.00000        0  47        0  10  $55,821      No
## 656    826           0     0.00000        0  37        3  15  $98,655      No
## 657    827           0     0.00000        0  34        1  11  $35,136      No
## 658    828           0     0.00000        0  44        0  12               No
## 659    829           0     0.00000        0  53        0  12 $167,661      No
## 660    830           0     0.00000        0  37        0  10  $44,705      No
## 661    832           0     0.00000        0  53        0  13               No
## 662    833           1  4539.00000        0  56        0  13  $44,320      No
## 663    834           0     0.00000        0  52        0  13 $154,956      No
## 664    836           1  2010.64781        0  58        0  NA   $7,452      No
## 665    838           1  2408.00000        0  42        2  14  $73,694      No
## 666    839           0     0.00000        0  52        0  13  $57,536      No
## 667    840           1  2697.00000        2  45        3   9  $44,786      No
## 668    842           1  6098.00000        0  39        1   6  $56,014      No
## 669    843           0     0.00000        0  47        0  12  $38,760      No
## 670    844           0     0.00000        0  46        0  13  $52,955      No
## 671    845           0     0.00000        1  34        1  12  $33,197      No
## 672    847           0     0.00000        0  37        4  17  $22,699     Yes
## 673    848           0     0.00000        0  46        0  10 $144,448      No
## 674    849           0     0.00000        0  30        1  12  $28,162      No
## 675    850           0     0.00000        0  49        0  NA  $39,934      No
## 676    851           0     0.00000        0  46        0  10  $33,333      No
## 677    852           0     0.00000        0  41        2  17  $65,901      No
## 678    853           1  5834.72756        0  57        1   0       $0      No
## 679    854           1  1418.00000        2  40        3  16  $96,613     Yes
## 680    855           0     0.00000        0  36        0  13  $46,195      No
## 681    857           0     0.00000        0  53        0  17               No
## 682    858           0     0.00000        0  39        1   6  $56,014      No
## 683    859           0     0.00000        0  28        0   8  $62,294      No
## 684    860           0     0.00000        0  46        0  14  $99,224      No
## 685    864           0     0.00000        0  53        0  15  $58,231      No
## 686    866           0     0.00000        0  39        0  10  $31,869      No
## 687    867           0     0.00000        0  44        2  14  $57,857     Yes
## 688    868           1  3338.00000        0  38        0   9  $57,890      No
## 689    869           0     0.00000        0  30        4  16  $42,579      No
## 690    870           0     0.00000        0  44        0   4  $64,617      No
## 691    872           0     0.00000        0  37        0   9 $101,863      No
## 692    873           1  2569.00000        0  24        1   7   $6,862     Yes
## 693    874           0     0.00000        0  44        0  14 $110,556      No
## 694    875           0     0.00000        0  57        0  15  $66,293      No
## 695    876           1  3079.00000        0  52        0   0               No
## 696    877           0     0.00000        0  55        0  10   $7,231      No
## 697    878           0     0.00000        0  49        0  15  $95,637      No
## 698    882           0     0.00000        0  52        0  12  $82,599      No
## 699    883           0     0.00000        0  51        1  15  $58,184      No
## 700    884           0     0.00000        0  51        0  11 $122,934      No
## 701    886           0     0.00000        0  48        0  12  $80,657      No
## 702    888           0     0.00000        0  48        0  10  $19,718      No
## 703    889           0     0.00000        0  45        2   0       $0      No
## 704    890           0     0.00000        0  51        0  14  $77,728      No
## 705    891           0     0.00000        0  53        0  16  $73,056      No
## 706    893           0     0.00000        0  46        0  10  $93,543      No
## 707    894           0     0.00000        0  54        0  12   $1,590      No
## 708    895           0     0.00000        0  31        1   9  $17,645      No
## 709    896           0     0.00000        0  47        0  13  $40,460      No
## 710    897           0     0.00000        0  51        0  12  $15,542      No
## 711    899           0     0.00000        0  38        0   5  $25,123      No
## 712    901           0     0.00000        0  47        0  14  $52,814      No
## 713    902           1  4011.00000        2  45        3  10 $116,018      No
## 714    903           0     0.00000        0  52        0   6 $147,666      No
## 715    905           0     0.00000        0  50        0  11  $92,321      No
## 716    907           0     0.00000        0  47        0  11  $86,434      No
## 717    908           0     0.00000        0  27        1   9   $7,989      No
## 718    909           0     0.00000        0  42        0  13 $129,274      No
## 719    911           0     0.00000        0  25        1   9  $24,234      No
## 720    914           0     0.00000        0  46        0  NA       $0      No
## 721    915           0     0.00000        0  36        0   9  $64,677      No
## 722    916           0     0.00000        1  44        3  15  $74,483      No
## 723    917           0     0.00000        0  49        0   9 $117,252      No
## 724    918           1  3771.00000        1  41        2  15 $105,563      No
## 725    920           0     0.00000        0  54        0  13  $63,212      No
## 726    921           0     0.00000        0  46        0  14  $39,075      No
## 727    922           0     0.00000        0  46        1  13  $62,886     Yes
## 728    923           0     0.00000        1  40        3  14  $33,150      No
## 729    926           1  6868.00000        0  33        1  NA $112,943      No
## 730    927           1  5811.00000        1  45        1  10  $36,365     Yes
## 731    928           1   889.55567        2  36        2  10  $35,990     Yes
## 732    929           0     0.00000        0  50        0  12 $102,191      No
## 733    931           0     0.00000        1  44        1  12  $19,237      No
## 734    932           0     0.00000        0  46        0   8 $132,767      No
## 735    933           1  6755.00000        0  35        2  10  $99,325     Yes
## 736    934           0     0.00000        0  47        0  11 $183,410      No
## 737    935           0     0.00000        0  59        3  18  $69,483      No
## 738    936           0     0.00000        0  37        1  11  $55,341      No
## 739    937           0     0.00000        0  41        0  10 $130,607      No
## 740    938           0     0.00000        0  43        0   4 $135,157      No
## 741    939           0     0.00000        0  30        2  11 $132,463     Yes
## 742    942           1  5455.00000        0  43        0   9 $215,536      No
## 743    943           1  6849.00000        0  50        0   9 $180,783      No
## 744    944           0     0.00000        0  40        2  12  $71,237      No
## 745    945           0     0.00000        0  49        0   6  $45,551      No
## 746    947           0     0.00000        0  51        0  16  $36,431      No
## 747    948           0     0.00000        0  40        0   0       $0      No
## 748    950           1 20539.98130        0  33        2  14  $58,973      No
## 749    952           0     0.00000        3  37        3  10 $107,765     Yes
## 750    953           1   962.00000        0  35        2  13   $8,746      No
## 751    954           0     0.00000        0  26        0   9  $53,982      No
## 752    955           0     0.00000        1  42        4  15   $9,950      No
## 753    956           0     0.00000        0  35        0   8  $32,994      No
## 754    957           0     0.00000        0  55        0  11  $44,427      No
## 755    958           0     0.00000        0  48        0  10  $87,020      No
## 756    959           1  4439.00000        0  49        0   0       $0      No
## 757    960           0     0.00000        0  37        1   9   $6,478      No
## 758    961           0     0.00000        0  48        0   8 $117,338      No
## 759    963           1  2203.00000        0  55        0  13  $74,385      No
## 760    964           0     0.00000        0  43        4  14               No
## 761    965           0     0.00000        0  62        0   9 $133,130      No
## 762    968           0     0.00000        0  47        0   8  $76,134      No
## 763    969           0     0.00000        0  36        1   4  $75,587     Yes
## 764    970           0     0.00000        0  44        1  NA  $48,088      No
## 765    972           0     0.00000        0  48        0  11 $136,008      No
## 766    973           0     0.00000        0  31        3  12  $14,064     Yes
## 767    974           0     0.00000        0  40        0  11  $83,999      No
## 768    975           1  2303.00000        0  40        1  13  $37,958     Yes
## 769    976           0     0.00000        2  39        2   0               No
## 770    977           1  5181.00000        0  33        1  11  $13,812      No
## 771    978           0     0.00000        0  37        0  11  $90,295      No
## 772    979           0     0.00000        0  51        0  14 $121,900      No
## 773    980           0     0.00000        1  35        2   5  $71,424     Yes
## 774    985           0     0.00000        0  38        0  12  $97,821      No
## 775    986           0     0.00000        0  48        0  15  $24,503      No
## 776    987           1  2553.00000        0  41        0   9  $18,939      No
## 777    988           0     0.00000        0  44        0  13 $102,872      No
## 778    991           1  2398.00000        0  32        2   0       $0     Yes
## 779    993           0     0.00000        0  25        0   0       $0      No
## 780    994           1  5600.00000        0  48        0  12  $30,377      No
## 781    997           0     0.00000        0  36        3  15   $7,585      No
## 782    999           0     0.00000        1  41        2  15  $44,224      No
## 783   1000           0     0.00000        0  43        0   7  $83,550      No
## 784   1002           0     0.00000        0  49        0   6   $8,252      No
## 785   1003           1  3282.00000        0  30        2  12 $106,722     Yes
## 786   1004           1  3337.00000        2  43        3  14  $12,284      No
## 787   1005           0     0.00000        0  52        0  13  $92,182      No
## 788   1006           0     0.00000        0  35        2  10  $49,299      No
## 789   1009           1 20432.92333        2  42        2   8  $57,379     Yes
## 790   1010           1  6075.00000        0  41        2  13              Yes
## 791   1011           0     0.00000        0  46        0   5  $40,264      No
## 792   1012           0     0.00000        0  24        4  NA       $0     Yes
## 793   1013           1  3753.00000        1  42        2   9  $44,661      No
## 794   1014           0     0.00000        0  45        0  NA  $78,796      No
## 795   1015           1  2804.00000        0  23        3  10  $27,239     Yes
## 796   1017           0     0.00000        0  37        2   9     $591      No
## 797   1018           0     0.00000        0  45        2   6 $131,148     Yes
## 798   1019           0     0.00000        0  65        0   0       $0      No
## 799   1020           0     0.00000        0  45        3  14 $227,092     Yes
## 800   1021           0     0.00000        0  45        2  13 $103,093      No
## 801   1023           0     0.00000        0  45        0   9 $107,537      No
## 802   1024           0     0.00000        0  55        0  12  $87,793      No
## 803   1025           1  2088.00000        1  42        3  13  $42,891      No
## 804   1026           1  2479.00000        0  43        0  12  $66,101      No
## 805   1028           0     0.00000        0  54        0  16  $19,394      No
## 806   1029           0     0.00000        0  49        0  16  $70,497      No
## 807   1030           1  4544.00000        0  26        3  11  $28,726      No
## 808   1031           1  9863.15915        0  30        0  11 $112,687      No
## 809   1034           0     0.00000        0  59        0  13  $83,937      No
## 810   1035           0     0.00000        0  33        2  14  $54,109      No
## 811   1036           0     0.00000        0  45        2  16  $63,479      No
## 812   1037           0     0.00000        0  45        3  16  $32,959      No
## 813   1038           0     0.00000        0  39        0  10 $106,944      No
## 814   1039           0     0.00000        0  44        0   6  $84,736      No
## 815   1040           1  2160.00000        0  56        0  14  $63,535      No
## 816   1042           0     0.00000        0  50        0   7  $62,069      No
## 817   1043           0     0.00000        0  31        1  10  $26,119      No
## 818   1044           0     0.00000        0  57        0   7  $93,870      No
## 819   1045           1  1644.69454        0  57        0  10 $216,985      No
## 820   1046           0     0.00000        0  51        0  11  $54,920      No
## 821   1047           0     0.00000        0  49        0  13  $66,196      No
## 822   1048           0     0.00000        0  47        0  11  $77,501      No
## 823   1049           0     0.00000        0  38        2  15 $136,334     Yes
## 824   1050           0     0.00000        0  70        0  14  $12,280      No
## 825   1051           0     0.00000        0  53        0  12 $176,037      No
## 826   1052           1  6418.00000        0  58        0  13 $103,555      No
## 827   1053           1  1185.41040        0  39        0  13               No
## 828   1054           0     0.00000        0  32        5   0       $0      No
## 829   1055           0     0.00000        0  37        1   9  $67,175     Yes
## 830   1056           1  4456.00000        0  48        0   9  $40,408      No
## 831   1057           0     0.00000        0  37        0  11  $24,447      No
## 832   1058           0     0.00000        0  44        1  16  $35,794      No
## 833   1059           0     0.00000        0  47        0  12 $143,716      No
## 834   1060           0     0.00000        0  45        2  13  $72,727      No
## 835   1061           0     0.00000        0  54        0  12               No
## 836   1062           0     0.00000        0  50        0  12 $227,493      No
## 837   1063           0     0.00000        0  47        0  11  $63,239      No
## 838   1064           0     0.00000        0  39        2  13  $26,840     Yes
## 839   1066           0     0.00000        0  40        0  11  $87,967      No
## 840   1067           0     0.00000        0  38        2   9 $100,355     Yes
## 841   1068           1  4025.00000        0  51        0   0       $0      No
## 842   1069           0     0.00000        0  41        2   9               No
## 843   1070           0     0.00000        0  58        0  13  $86,647      No
## 844   1071           0     0.00000        0  54        0  NA  $70,008      No
## 845   1072           1  5102.74347        0  47        0   5  $68,602      No
## 846   1073           0     0.00000        0  29        3   8  $62,116     Yes
## 847   1076           0     0.00000        0  50        0  11  $72,930      No
## 848   1077           0     0.00000        0  46        0   3  $16,717      No
## 849   1078           0     0.00000        0  41        0   0       $0      No
## 850   1079           0     0.00000        1  41        3  10               No
## 851   1080           0     0.00000        0  46        1  NA  $69,350      No
## 852   1082           0     0.00000        0  49        0  11  $99,292      No
## 853   1083           0     0.00000        0  53        0  13 $173,218      No
## 854   1084           0     0.00000        0  46        0  14  $54,340      No
## 855   1085           0     0.00000        1  42        1  13  $49,120     Yes
## 856   1086           0     0.00000        0  38        2  12  $26,074      No
## 857   1087           1  7836.00000        0  51        0   0       $0      No
## 858   1088           0     0.00000        0  57        1  14  $18,306      No
## 859   1089           0     0.00000        0  53        0  13  $17,424      No
## 860   1090           1  6879.00000        0  40        3  16  $52,475     Yes
## 861   1091           0     0.00000        0  40        0  10 $157,263      No
## 862   1092           1  3288.00000        0  62        0  16 $103,109      No
## 863   1093           0     0.00000        0  47        0  11  $92,214      No
## 864   1095           0     0.00000        0  46        0  13  $63,553      No
## 865   1096           1  3521.00000        0  45        0   0       $0      No
## 866   1097           0     0.00000        0  39        0   6  $98,997      No
## 867   1098           0     0.00000        0  35        2  14  $27,446      No
## 868   1100           0     0.00000        0  45        0  12  $37,846      No
## 869   1101           0     0.00000        0  49        0  10  $75,580      No
## 870   1102           1  4021.00000        0  35        1  12   $8,276      No
## 871   1103           0     0.00000        0  54        0  15 $130,241      No
## 872   1104           0     0.00000        0  42        0  NA               No
## 873   1106           0     0.00000        0  50        0  11 $104,831      No
## 874   1107           0     0.00000        0  56        0   0       $0      No
## 875   1108           0     0.00000        0  41        0  12  $95,076      No
## 876   1109           0     0.00000        0  42        0  12 $109,098      No
## 877   1110           0     0.00000        0  48        0  11 $105,299      No
## 878   1111           0     0.00000        0  27        4  13 $166,855      No
## 879   1112           0     0.00000        0  21        0   0       $0      No
## 880   1113           0     0.00000        2  41        3   0       $0      No
## 881   1114           0     0.00000        0  49        0   0       $0      No
## 882   1115           0     0.00000        0  25        3  12  $78,062     Yes
## 883   1116           0     0.00000        0  42        0   8  $61,322      No
## 884   1117           0     0.00000        0  42        0  11  $97,054      No
## 885   1118           1  2327.00000        0  42        0  10  $58,453      No
## 886   1119           1 29865.05188        1  41        4   8 $175,783     Yes
## 887   1120           0     0.00000        0  42        0  11  $63,180      No
## 888   1121           0     0.00000        0  41        2   9  $37,523      No
## 889   1122           0     0.00000        0  37        2   8  $73,897      No
## 890   1124           1  3755.00000        0  30        1   0       $0      No
## 891   1125           0     0.00000        0  52        0  14 $135,116      No
## 892   1126           0     0.00000        0  50        0  13  $36,605      No
## 893   1127           1  3429.00000        0  32        3  14               No
## 894   1128           0     0.00000        0  50        0  12               No
## 895   1129           0     0.00000        0  27        1   0       $0      No
## 896   1130           0     0.00000        0  36        0  11 $121,391      No
## 897   1131           0     0.00000        0  46        0   0       $0      No
## 898   1132           0     0.00000        0  36        0  11  $30,071      No
## 899   1133           0     0.00000        0  49        0  11               No
## 900   1134           1  4348.00000        0  42        2  11  $68,171     Yes
## 901   1136           0     0.00000        0  63        0  15  $32,824      No
## 902   1137           1 12300.55369        0  64        0   0       $0      No
## 903   1138           1  5297.00000        0  35        2   0       $0      No
## 904   1139           0     0.00000        0  47        0  13  $78,119      No
## 905   1140           0     0.00000        0  57        0  13  $99,985      No
## 906   1141           1  4699.00000        0  29        3   0       $0     Yes
## 907   1143           0     0.00000        0  46        0   9 $107,006      No
## 908   1144           0     0.00000        0  37        2  14  $66,376      No
## 909   1145           1  4799.00000        1  56        2   0       $0     Yes
## 910   1146           0     0.00000        0  61        0  14  $52,529      No
## 911   1147           0     0.00000        2  39        2  13  $92,000      No
## 912   1148           0     0.00000        1  42        1   7 $130,882      No
## 913   1149           0     0.00000        0  29        1  13  $36,708     Yes
## 914   1150           0     0.00000        0  51        0   9  $65,506      No
## 915   1151           0     0.00000        0  49        0   6  $89,547      No
## 916   1152           0     0.00000        0  45        0  13  $79,720      No
## 917   1153           0     0.00000        0  58        0  14 $131,658      No
## 918   1154           0     0.00000        0  50        0  13  $73,668      No
## 919   1156           0     0.00000        0  35        3  14   $5,628      No
## 920   1157           1  3349.00000        0  39        1  11  $32,188      No
## 921   1158           0     0.00000        0  37        0  12  $97,671      No
## 922   1159           0     0.00000        0  55        0  12  $43,293      No
## 923   1160           0     0.00000        0  55        0  NA  $83,090      No
## 924   1161           0     0.00000        0  54        0   3  $27,546      No
## 925   1162           1  3244.00000        1  42        1  NA  $49,120     Yes
## 926   1163           1  3581.00000        0  45        1  10  $59,197     Yes
## 927   1164           0     0.00000        0  44        2  11 $188,428      No
## 928   1165           0     0.00000        0  45        2   0       $0     Yes
## 929   1166           0     0.00000        0  47        0  NA  $64,183      No
## 930   1167           1  2441.00000        0  39        0  16  $92,117      No
## 931   1168           0     0.00000        0  46        0  10 $154,985      No
## 932   1170           0     0.00000        0  48        0   7  $35,398      No
## 933   1171           0     0.00000        0  47        0  13  $23,596      No
## 934   1172           0     0.00000        0  41        4   8  $29,622      No
## 935   1173           0     0.00000        0  57        0  14  $75,468      No
## 936   1174           0     0.00000        0  29        0  10  $79,059      No
## 937   1175           1  6250.00000        0  37        0  10  $55,242      No
## 938   1177           0     0.00000        0  44        0  NA  $98,743      No
## 939   1179           0     0.00000        0  33        1  13  $67,171      No
## 940   1181           0     0.00000        0  55        0   0       $0      No
## 941   1182           0     0.00000        0  50        0  10  $77,214      No
## 942   1183           1 13041.58430        1  45        2  14  $28,731     Yes
## 943   1186           0     0.00000        0  52        0   7  $16,253      No
## 944   1187           0     0.00000        0  32        2  13 $109,683     Yes
## 945   1188           0     0.00000        0  39        1  13  $93,925     Yes
## 946   1189           0     0.00000        0  45        1  11  $51,655     Yes
## 947   1190           0     0.00000        0  38        0   9               No
## 948   1191           0     0.00000        1  39        3  13  $48,738      No
## 949   1192           1  5657.00000        0  28        4  10  $10,032      No
## 950   1194           0     0.00000        0  26        1   9  $44,386      No
## 951   1195           0     0.00000        3  41        3  14 $128,895      No
## 952   1197           1  4815.00000        2  59        2  16 $109,210      No
## 953   1198           1  5501.00000        0  59        0  11  $38,141      No
## 954   1200           1  3048.00000        0  61        0  10   $9,902      No
## 955   1201           0     0.00000        0  52        0  13  $99,251      No
## 956   1202           1  1502.00000        0  29        2  14  $45,299      No
## 957   1204           1  6452.00000        0  48        0   9  $49,251      No
## 958   1206           1  2777.00000        0  32        3  16  $28,430     Yes
## 959   1209           0     0.00000        0  53        0   8  $21,190      No
## 960   1210           0     0.00000        0  50        0  15  $63,910      No
## 961   1211           1  4621.00000        0  35        2   9  $98,918     Yes
## 962   1214           1  3730.00000        0  34        1  13  $38,307      No
## 963   1215           1  4034.00000        0  46        0  10  $88,632      No
## 964   1216           1  1133.00000        0  49        0  14  $45,689      No
## 965   1217           0     0.00000        0  54        0  12 $112,804      No
## 966   1218           0     0.00000        0  46        0  12  $88,359      No
## 967   1219           0     0.00000        0  38        2   7 $114,212      No
## 968   1220           0     0.00000        0  56        0  13  $76,638      No
## 969   1221           0     0.00000        0  42        0  12  $64,019      No
## 970   1224           0     0.00000        0  31        1   6  $53,633     Yes
## 971   1225           1  2891.00000        0  58        2  12 $146,202      No
## 972   1228           0     0.00000        0  42        0   9  $16,716      No
## 973   1232           0     0.00000        0  36        2   0       $0     Yes
## 974   1233           0     0.00000        0  34        3  14  $57,244     Yes
## 975   1234           0     0.00000        1  40        2  13  $48,187      No
## 976   1235           0     0.00000        0  50        0   5  $28,299      No
## 977   1236           0     0.00000        0  48        0   8  $90,623      No
## 978   1237           0     0.00000        0  50        0  11  $81,150      No
## 979   1238           0     0.00000        0  38        0  12               No
## 980   1239           1  6027.00000        0  29        1  11 $101,767      No
## 981   1240           0     0.00000        0  40        2  11  $23,057      No
## 982   1242           0     0.00000        0  53        0   7 $332,339      No
## 983   1245           0     0.00000        0  52        0   3  $81,555      No
## 984   1247           0     0.00000        0  37        0  11   $9,664      No
## 985   1250           1  3668.00000        0  33        5  16  $28,395      No
## 986   1251           0     0.00000        1  41        3   0       $0     Yes
## 987   1253           1  4895.00000        0  45        0  10  $22,860      No
## 988   1254           0     0.00000        0  49        0  10  $82,130      No
## 989   1255           0     0.00000        0  36        0   8  $21,926      No
## 990   1256           0     0.00000        0  48        0  12  $19,393      No
## 991   1257           1  1029.00000        1  39        1  12  $69,464      No
## 992   1258           0     0.00000        0  35        0   9  $95,536      No
## 993   1259           0     0.00000        1  37        3  10  $24,672     Yes
## 994   1260           0     0.00000        0  40        0  11  $66,788      No
## 995   1262           1  5142.00000        0  42        2  14  $20,586      No
## 996   1263           0     0.00000        0  54        0   3               No
## 997   1264           0     0.00000        0  47        0  10  $64,759      No
## 998   1265           0     0.00000        0  49        0  11  $99,100      No
## 999   1266           0     0.00000        0  40        0   0       $0      No
## 1000  1267           0     0.00000        0  53        0   0       $0      No
## 1001  1268           0     0.00000        0  45        0   8  $40,368      No
## 1002  1269           0     0.00000        0  42        0  12 $102,313      No
## 1003  1270           1   648.00000        0  44        0  10  $53,660      No
## 1004  1271           0     0.00000        0  48        0  11  $37,886      No
## 1005  1272           0     0.00000        0  52        0  10  $77,113      No
## 1006  1273           0     0.00000        0  49        0  12  $33,303      No
## 1007  1274           0     0.00000        0  21        4   0       $0      No
## 1008  1276           0     0.00000        0  51        0   8  $12,524      No
## 1009  1277           0     0.00000        0  46        0  12  $74,607      No
## 1010  1278           0     0.00000        0  44        0  11  $35,574      No
## 1011  1279           0     0.00000        0  43        0  12  $85,358      No
## 1012  1280           0     0.00000        0  41        0  11  $35,203      No
## 1013  1282           0     0.00000        1  45        1  13  $75,527     Yes
## 1014  1283           1 24720.04772        0  61        0  10  $46,161      No
## 1015  1284           0     0.00000        0  55        0   5  $60,745      No
## 1016  1286           0     0.00000        0  48        0  15  $15,506      No
## 1017  1287           0     0.00000        0  48        0  11  $38,329      No
## 1018  1289           0     0.00000        0  63        0   7  $52,613      No
## 1019  1292           0     0.00000        0  53        0  15 $107,636      No
## 1020  1293           0     0.00000        0  40        0   8  $17,107      No
## 1021  1294           1 54928.33897        0  52        0   9 $140,534      No
## 1022  1295           0     0.00000        0  47        0   9  $39,837      No
## 1023  1296           0     0.00000        0  47        0  11  $61,407      No
## 1024  1297           1  4123.00000        0  31        4  14  $48,317      No
## 1025  1298           0     0.00000        0  67        2   8               No
## 1026  1299           0     0.00000        0  48        0  10 $198,719      No
## 1027  1300           1  4809.00000        0  40        0   0       $0      No
## 1028  1301           0     0.00000        0  55        0   8  $62,781      No
## 1029  1302           0     0.00000        0  37        0  11  $30,058      No
## 1030  1303           1  4610.00000        0  58        0  12  $71,101      No
## 1031  1306           0     0.00000        0  48        0   6 $133,282      No
## 1032  1307           0     0.00000        0  34        2   0       $0     Yes
## 1033  1308           0     0.00000        0  31        4  18  $24,323      No
## 1034  1309           0     0.00000        0  46        0  11  $82,398      No
## 1035  1310           1  1166.00000        0  37        0   8  $95,502      No
## 1036  1311           0     0.00000        0  37        1  NA  $45,426      No
## 1037  1312           0     0.00000        0  49        0  12  $33,303      No
## 1038  1313           1  5520.00000        0  29        2  12  $54,310     Yes
## 1039  1314           1  7463.00000        0  51        0  10  $81,246      No
## 1040  1315           0     0.00000        0  43        0  12  $57,821      No
## 1041  1316           0     0.00000        0  39        3  12               No
## 1042  1317           1  3897.00000        0  54        0  11  $63,027      No
## 1043  1318           1  3092.00000        0  NA        3   0       $0     Yes
## 1044  1319           1  4155.00000        0  37        2  13   $4,319      No
## 1045  1320           0     0.00000        0  47        0  10  $31,096      No
## 1046  1321           0     0.00000        0  39        0  12 $152,271      No
## 1047  1322           1  6653.00000        1  39        2   9  $24,628      No
## 1048  1324           0     0.00000        0  29        1  12  $45,114      No
## 1049  1325           1  4209.47163        0  39        0  13  $22,348      No
## 1050  1326           0     0.00000        2  44        3  10  $83,682      No
## 1051  1327           0     0.00000        0  50        0  13  $64,934      No
## 1052  1328           0     0.00000        0  36        0  11  $67,036      No
## 1053  1329           0     0.00000        0  45        3  14  $73,867      No
## 1054  1330           1  3626.00000        0  58        0  16   $6,657      No
## 1055  1331           1  3332.23785        0  35        1  13  $72,167     Yes
## 1056  1332           0     0.00000        0  46        0   7 $130,464      No
## 1057  1333           0     0.00000        0  54        0  15 $144,348      No
## 1058  1334           0     0.00000        0  52        0  13     $605      No
## 1059  1335           1  3760.00000        0  26        1   9  $73,655     Yes
## 1060  1336           0     0.00000        0  29        2   8  $36,324     Yes
## 1061  1337           0     0.00000        0  47        0  14  $14,632      No
## 1062  1338           0     0.00000        0  48        0  13               No
## 1063  1339           0     0.00000        0  39        0   9  $24,492      No
## 1064  1340           0     0.00000        0  45        3  14  $64,665      No
## 1065  1341           1  2856.00000        0  38        2  14  $58,833      No
## 1066  1343           0     0.00000        0  51        0  12  $35,024      No
## 1067  1344           0     0.00000        1  36        1  12  $16,950     Yes
## 1068  1345           1  3242.00000        0  30        0   7  $10,678      No
## 1069  1346           0     0.00000        0  44        2  13  $57,267      No
## 1070  1347           1  1397.00000        0  24        3  15  $13,003      No
## 1071  1349           1  7692.00000        2  38        3  11 $145,073      No
## 1072  1350           0     0.00000        0  49        0  10  $70,590      No
## 1073  1351           1  4007.00000        0  32        1  11  $21,400     Yes
## 1074  1352           1  2193.00000        1  40        2  12   $4,344      No
## 1075  1354           0     0.00000        0  50        0  14 $126,896      No
## 1076  1355           1  1748.74163        0  22        0  10   $5,442      No
## 1077  1356           1  4617.00000        0  38        2  10  $53,532     Yes
## 1078  1357           1 22243.71485        0  42        0   6  $82,608      No
## 1079  1358           1 33590.50857        0  49        0  11  $13,148      No
## 1080  1359           1  4020.71638        0  27        1   9  $37,130     Yes
## 1081  1360           0     0.00000        0  62        0  12  $11,668      No
## 1082  1361           0     0.00000        0  45        1  17   $5,306      No
## 1083  1362           0     0.00000        0  44        0   8  $45,152      No
## 1084  1364           0     0.00000        0  30        2  NA  $26,226      No
## 1085  1365           0     0.00000        1  38        1  12 $149,453      No
## 1086  1366           0     0.00000        0  38        4  19  $30,735      No
## 1087  1367           0     0.00000        0  36        0   7  $36,990      No
## 1088  1368           0     0.00000        0  34        1  10               No
## 1089  1369           1  3762.00000        0  41        0  13  $55,138      No
## 1090  1370           0     0.00000        0  52        0  12  $23,406      No
## 1091  1373           0     0.00000        0  42        0  12  $82,660      No
## 1092  1374           0     0.00000        0  46        0  14 $125,379      No
## 1093  1375           1  1758.00000        0  65        0   0       $0      No
## 1094  1376           0     0.00000        0  59        0   8 $137,279      No
## 1095  1377           0     0.00000        0  32        2  10  $52,102      No
## 1096  1379           1  4289.00000        0  47        0  10  $57,607      No
## 1097  1380           0     0.00000        0  35        0   0       $0      No
## 1098  1383           1  1669.00000        0  51        0  11  $65,979      No
## 1099  1384           0     0.00000        0  45        0  14  $79,941      No
## 1100  1385           0     0.00000        0  41        3   0       $0      No
## 1101  1386           0     0.00000        0  51        0   7  $76,916      No
## 1102  1387           0     0.00000        0  43        1  14  $39,140      No
## 1103  1388           1  2034.00000        0  36        2  12  $39,400      No
## 1104  1389           1  2753.00000        1  37        2   0       $0      No
## 1105  1390           0     0.00000        0  44        0   0       $0      No
## 1106  1391           0     0.00000        0  53        0  13 $117,854      No
## 1107  1392           1  4868.00000        0  47        0   0       $0      No
## 1108  1395           0     0.00000        0  46        0  10  $37,360      No
## 1109  1396           1  4451.00000        0  37        0  12 $102,604      No
## 1110  1397           0     0.00000        0  56        0  15 $118,666      No
## 1111  1399           0     0.00000        0  53        0   9  $12,336      No
## 1112  1400           0     0.00000        0  26        1  12  $50,402      No
## 1113  1401           0     0.00000        1  40        1  10  $30,120     Yes
## 1114  1402           1  4419.00000        0  52        0   7  $64,531      No
## 1115  1403           0     0.00000        0  50        0  14  $17,557      No
## 1116  1406           1  3643.00000        1  37        2   7  $89,343     Yes
## 1117  1407           0     0.00000        0  43        2  16  $63,612      No
## 1118  1408           0     0.00000        0  47        0   8  $63,752      No
## 1119  1409           0     0.00000        0  41        0  12  $17,996      No
## 1120  1410           0     0.00000        0  51        0  11 $102,410      No
## 1121  1411           0     0.00000        1  39        1  12  $70,673      No
## 1122  1412           0     0.00000        0  48        0   0       $0      No
## 1123  1413           0     0.00000        0  34        2  12  $55,229      No
## 1124  1414           0     0.00000        0  58        0   8  $77,886      No
## 1125  1415           1   931.00000        0  34        0   5  $59,972      No
## 1126  1416           0     0.00000        0  43        0   6  $39,273      No
## 1127  1417           0     0.00000        0  37        0   7 $114,636      No
## 1128  1418           0     0.00000        0  41        0  10  $27,907      No
## 1129  1420           1  7406.00000        2  40        2  14  $12,339      No
## 1130  1422           0     0.00000        0  43        2  15  $97,610      No
## 1131  1423           0     0.00000        0  30        2  12  $78,213      No
## 1132  1424           0     0.00000        0  42        0   6  $22,019      No
## 1133  1425           0     0.00000        1  41        2  15  $79,648     Yes
## 1134  1427           0     0.00000        0  47        0  11  $69,616      No
## 1135  1428           1  8484.00000        0  29        2  13  $26,413      No
## 1136  1429           0     0.00000        0  38        0  12  $31,615      No
## 1137  1430           1  8162.00000        0  62        0  12  $34,033      No
## 1138  1432           0     0.00000        0  41        2  13              Yes
## 1139  1433           0     0.00000        0  47        0   0       $0      No
## 1140  1434           1  4026.00000        0  28        2  10  $23,427      No
## 1141  1436           0     0.00000        0  30        2  11 $134,792     Yes
## 1142  1439           0     0.00000        0  49        0  12   $4,542      No
## 1143  1440           0     0.00000        0  53        0  13  $70,494      No
## 1144  1441           1  4027.00000        0  35        1   0       $0      No
## 1145  1443           0     0.00000        0  40        3  17  $96,169      No
## 1146  1444           0     0.00000        1  41        4  16  $38,819      No
## 1147  1445           0     0.00000        0  50        0  11 $176,680      No
## 1148  1446           0     0.00000        0  45        0  12  $20,850      No
## 1149  1447           0     0.00000        0  57        0  12  $55,119      No
## 1150  1448           0     0.00000        0  52        0  14  $27,616      No
## 1151  1449           0     0.00000        0  40        1   9  $44,138     Yes
## 1152  1450           0     0.00000        0  54        0  12 $155,634      No
## 1153  1451           0     0.00000        0  45        0   9  $38,290      No
## 1154  1452           0     0.00000        0  32        1  10  $38,500     Yes
## 1155  1453           0     0.00000        0  42        2  14  $46,751      No
## 1156  1454           1  3440.00000        0  33        3   0       $0     Yes
## 1157  1455           0     0.00000        0  53        0  13               No
## 1158  1456           0     0.00000        0  49        0  12 $169,708      No
## 1159  1457           0     0.00000        0  41        0  13  $49,208      No
## 1160  1458           0     0.00000        0  52        0   5  $54,545      No
## 1161  1459           0     0.00000        0  45        1   6 $153,565     Yes
## 1162  1460           0     0.00000        1  40        3   0              Yes
## 1163  1461           0     0.00000        0  48        0   6  $93,543      No
## 1164  1462           1  6110.79990        2  40        2   5  $16,575      No
## 1165  1463           0     0.00000        0  39        0   0       $0      No
## 1166  1465           0     0.00000        0  54        0  12 $103,454      No
## 1167  1466           0     0.00000        0  42        0  13  $77,737      No
## 1168  1467           1  1335.00000        0  45        0  10  $67,263      No
## 1169  1468           0     0.00000        0  50        0  14 $123,536      No
## 1170  1469           0     0.00000        0  38        0   9  $51,996      No
## 1171  1470           1 27254.00086        0  29        1   9     $445     Yes
## 1172  1472           0     0.00000        0  46        0  10 $131,260      No
## 1173  1474           0     0.00000        0  29        1   3  $17,120     Yes
## 1174  1475           0     0.00000        0  47        0  14  $62,048      No
## 1175  1477           0     0.00000        0  35        0   9  $67,298      No
## 1176  1480           0     0.00000        0  40        0  12 $114,853      No
## 1177  1481           0     0.00000        0  36        0   7  $39,376      No
## 1178  1482           0     0.00000        0  50        0  NA  $50,710      No
## 1179  1483           1 16012.26191        2  42        2  17  $51,608      No
## 1180  1484           1  1070.00000        0  52        0  13  $77,351      No
## 1181  1485           0     0.00000        0  43        0   0       $0      No
## 1182  1486           1  4277.00000        0  41        0  10  $18,523      No
## 1183  1488           1  6431.00000        0  49        0  11  $52,485      No
## 1184  1489           0     0.00000        0  54        0   9  $71,530      No
## 1185  1490           0     0.00000        0  46        0  12  $53,694      No
## 1186  1491           1  7035.00000        0  31        1  12  $65,651      No
## 1187  1493           0     0.00000        0  63        0   0       $0      No
## 1188  1494           0     0.00000        0  31        1   5  $11,878      No
## 1189  1495           1  5485.00000        0  54        0  14  $81,524      No
## 1190  1498           0     0.00000        1  42        1  10  $63,994      No
## 1191  1499           1  9623.13642        0  33        1  14  $46,780      No
## 1192  1500           1  2505.00000        0  56        0  14  $38,924      No
## 1193  1501           0     0.00000        0  53        0  12  $90,887      No
## 1194  1502           0     0.00000        0  43        2  11 $124,814     Yes
## 1195  1503           0     0.00000        0  40        0  NA  $89,448      No
## 1196  1504           0     0.00000        0  42        2  NA  $82,981      No
## 1197  1505           1  4415.00000        1  43        1  13  $65,779      No
## 1198  1506           1  6673.00000        1  36        2   0       $0      No
## 1199  1507           0     0.00000        0  33        1   9   $9,530      No
## 1200  1508           0     0.00000        0  53        0  12  $79,183      No
## 1201  1509           1  6761.00000        0  43        0  12  $13,349      No
## 1202  1510           0     0.00000        0  54        0   7 $221,413      No
## 1203  1511           0     0.00000        0  41        2  16  $74,400      No
## 1204  1512           0     0.00000        0  33        1  11  $12,921     Yes
## 1205  1513           1  4368.00000        0  38        2  11  $43,036     Yes
## 1206  1514           0     0.00000        0  59        0  11 $123,969      No
## 1207  1516           0     0.00000        0  41        0  10 $103,948      No
## 1208  1517           0     0.00000        0  37        3  11  $17,197     Yes
## 1209  1518           1  3084.00000        0  53        0   0       $0      No
## 1210  1520           0     0.00000        0  44        0   9 $124,829      No
## 1211  1521           0     0.00000        0  70        0  16  $62,304      No
## 1212  1523           0     0.00000        0  52        0  13   $3,079      No
## 1213  1524           0     0.00000        0  38        0  12  $32,447      No
## 1214  1525           0     0.00000        0  46        0  NA               No
## 1215  1527           1  1043.00000        0  43        1   0       $0      No
## 1216  1528           0     0.00000        0  42        3  14  $84,798      No
## 1217  1529           1  5900.00000        0  40        1  14   $2,970      No
## 1218  1530           1  3343.00000        0  61        0  16  $41,801      No
## 1219  1531           0     0.00000        0  59        0  12  $50,245      No
## 1220  1532           0     0.00000        0  31        1   8  $90,392      No
## 1221  1533           1  5017.00000        0  24        0  10  $20,220      No
## 1222  1534           0     0.00000        0  38        0  14  $20,449      No
## 1223  1535           1  1793.00000        0  61        0   9  $28,390      No
## 1224  1536           0     0.00000        0  32        3  12  $77,949      No
## 1225  1539           1  9470.13599        1  40        2   0       $0     Yes
## 1226  1541           0     0.00000        0  45        0  10  $76,115      No
## 1227  1542           0     0.00000        0  48        0  15 $132,284      No
## 1228  1544           0     0.00000        0  32        1  12               No
## 1229  1545           1  5802.00000        0  28        3  11  $57,417     Yes
## 1230  1546           0     0.00000        0  45        0  11  $55,239      No
## 1231  1547           0     0.00000        0  51        1  11  $66,296      No
## 1232  1550           1  6057.00000        0  60        0  13   $8,250      No
## 1233  1551           0     0.00000        0  50        0   6  $32,310      No
## 1234  1552           0     0.00000        0  34        1  11 $114,901      No
## 1235  1553           0     0.00000        0  36        0  12  $62,419      No
## 1236  1554           1  5636.50454        0  22        0   0       $0      No
## 1237  1555           0     0.00000        0  33        3  14   $6,607      No
## 1238  1557           1  1482.00000        2  39        3  12  $39,619      No
## 1239  1558           0     0.00000        0  37        0  16  $32,397      No
## 1240  1559           0     0.00000        0  50        0  11  $57,669      No
## 1241  1560           0     0.00000        0  57        0   0       $0      No
## 1242  1561           0     0.00000        0  48        0  12  $49,551      No
## 1243  1562           1 11769.92441        0  52        0  10  $83,901      No
## 1244  1563           1  3254.00000        0  40        3  13  $44,431      No
## 1245  1565           0     0.00000        0  36        0  12  $44,977      No
## 1246  1566           0     0.00000        0  39        0  12  $71,345      No
## 1247  1567           0     0.00000        0  35        1   0       $0      No
## 1248  1568           0     0.00000        0  45        3  11 $207,123     Yes
## 1249  1569           0     0.00000        0  50        0  12  $36,622      No
## 1250  1571           0     0.00000        0  65        0  12               No
## 1251  1572           0     0.00000        0  38        0  12  $73,664      No
## 1252  1573           0     0.00000        0  36        0   8  $68,284      No
## 1253  1574           0     0.00000        0  42        2  14  $66,183      No
## 1254  1575           0     0.00000        0  43        0  11 $190,991      No
## 1255  1576           0     0.00000        0  46        0  14  $64,800      No
## 1256  1578           0     0.00000        0  34        1  15 $109,200      No
## 1257  1579           0     0.00000        0  33        2  13  $19,296      No
## 1258  1580           0     0.00000        0  39        0   9  $35,366      No
## 1259  1581           0     0.00000        0  48        0   8 $103,751      No
## 1260  1582           0     0.00000        0  41        0  11  $98,960      No
## 1261  1583           0     0.00000        0  51        0  12 $103,029      No
## 1262  1584           0     0.00000        0  38        0   7  $99,207      No
## 1263  1586           1  4197.00000        0  42        0  13  $58,008      No
## 1264  1587           0     0.00000        0  47        0   6 $101,231      No
## 1265  1588           0     0.00000        0  42        2   0       $0      No
## 1266  1589           1  5372.00000        0  61        0  14  $65,775      No
## 1267  1591           0     0.00000        0  37        0   7  $27,606      No
## 1268  1593           1   664.00000        0  44        2  14  $82,068      No
## 1269  1595           0     0.00000        0  34        3  13   $9,573      No
## 1270  1597           0     0.00000        0  53        0   9  $43,802      No
## 1271  1599           1  4085.00000        0  28        1   9              Yes
## 1272  1600           0     0.00000        0  43        0  10  $31,428      No
## 1273  1601           1  6686.00000        0  35        0  10  $70,274      No
## 1274  1602           1  3931.00000        0  38        0  12  $21,119      No
## 1275  1604           0     0.00000        1  38        3  11  $73,677     Yes
## 1276  1605           0     0.00000        0  60        0  13 $104,827      No
## 1277  1606           0     0.00000        0  28        1   4 $107,827     Yes
## 1278  1608           0     0.00000        0  43        0   0               No
## 1279  1609           1  2593.00000        0  40        0  12   $2,289      No
## 1280  1610           0     0.00000        0  41        0   8  $95,166      No
## 1281  1611           0     0.00000        0  58        0  11  $98,263      No
## 1282  1613           0     0.00000        0  28        4  13   $1,754     Yes
## 1283  1614           0     0.00000        1  39        2  14  $33,915      No
## 1284  1615           1  1442.00000        0  58        0   6 $123,288      No
## 1285  1616           0     0.00000        1  44        2  11              Yes
## 1286  1617           1  2908.00000        0  34        0  11  $76,847      No
## 1287  1618           1  2967.00000        0  47        0  10  $31,456      No
## 1288  1619           0     0.00000        0  44        0  10  $83,339      No
## 1289  1620           1 39260.24360        0  59        0  13 $111,559      No
## 1290  1621           0     0.00000        0  57        0  14 $101,399      No
## 1291  1622           0     0.00000        0  48        0  12  $62,681      No
## 1292  1623           0     0.00000        0  39        2  NA  $16,851      No
## 1293  1624           0     0.00000        0  59        3  17  $44,966      No
## 1294  1625           0     0.00000        0  43        1  12  $85,494     Yes
## 1295  1626           0     0.00000        0  51        0  14  $57,775      No
## 1296  1628           0     0.00000        0  53        0  10 $222,372      No
## 1297  1631           0     0.00000        0  48        0  13  $92,111      No
## 1298  1632           0     0.00000        0  39        3  14  $32,966     Yes
## 1299  1633           0     0.00000        0  47        0   5  $31,957      No
## 1300  1634           0     0.00000        0  36        0  10  $62,833      No
## 1301  1635           1  1342.00000        0  44        2  NA  $27,039     Yes
## 1302  1636           0     0.00000        0  31        4  10 $104,421     Yes
## 1303  1637           1  5967.00000        0  36        0   9 $110,873      No
## 1304  1638           0     0.00000        0  31        3  13  $93,540      No
## 1305  1639           0     0.00000        0  44        0   0       $0      No
## 1306  1642           0     0.00000        0  35        0  10  $82,082      No
## 1307  1643           0     0.00000        0  33        1  12  $23,514      No
## 1308  1644           0     0.00000        0  40        0  11  $41,477      No
## 1309  1645           0     0.00000        0  52        0  14  $74,422      No
## 1310  1647           0     0.00000        0  41        1  12  $37,282     Yes
## 1311  1648           1  4344.00000        1  39        2  13  $31,138      No
## 1312  1649           0     0.00000        0  37        0  11 $106,784      No
## 1313  1650           1  5292.00000        0  38        3  11  $13,337     Yes
## 1314  1651           0     0.00000        0  43        0  12 $128,223      No
## 1315  1652           1  3444.00000        0  NA        2   0       $0     Yes
## 1316  1653           1  4943.00000        0  35        1  12  $75,165      No
## 1317  1654           0     0.00000        0  41        0  11  $46,294      No
## 1318  1655           1 18084.02979        0  49        0   7 $225,083      No
## 1319  1656           0     0.00000        0  44        0   6  $38,002      No
## 1320  1657           1  5295.00000        1  36        2  14 $118,971     Yes
## 1321  1658           0     0.00000        0  45        2   8  $72,245      No
## 1322  1659           0     0.00000        0  42        3  10  $61,438      No
## 1323  1660           0     0.00000        0  43        0  11  $87,247      No
## 1324  1661           0     0.00000        0  53        0   0       $0      No
## 1325  1663           0     0.00000        0  51        0   0       $0      No
## 1326  1664           0     0.00000        0  46        0  11 $111,580      No
## 1327  1665           1  7940.03830        0  54        0   0       $0      No
## 1328  1666           0     0.00000        0  33        1   0       $0      No
## 1329  1667           0     0.00000        0  45        1  NA  $55,983     Yes
## 1330  1669           0     0.00000        1  44        3   0       $0      No
## 1331  1670           1  1914.00000        0  56        0  16  $44,940      No
## 1332  1674           1  2820.00000        0  28        3  14  $10,518     Yes
## 1333  1675           0     0.00000        0  41        0  11  $23,649      No
## 1334  1676           0     0.00000        0  33        1  12   $7,024      No
## 1335  1677           1   908.98339        0  28        1   0       $0     Yes
## 1336  1678           0     0.00000        0  53        0  12  $79,834      No
## 1337  1679           1  1448.00000        0  43        0  15               No
## 1338  1680           0     0.00000        0  51        0   9  $68,059      No
## 1339  1681           0     0.00000        0  43        0  10 $114,966      No
## 1340  1682           0     0.00000        0  47        0  10 $220,533      No
## 1341  1683           0     0.00000        0  51        0  13  $46,709      No
## 1342  1684           1  5084.00000        0  57        0   9  $51,060      No
## 1343  1685           1 16372.04530        0  33        2  12  $45,893     Yes
## 1344  1687           0     0.00000        0  48        0  12 $141,508      No
## 1345  1689           0     0.00000        0  35        1  11  $74,315     Yes
## 1346  1690           1  9823.91913        0  27        1  13  $43,083      No
## 1347  1691           1  4716.00000        0  37        0  NA $109,732      No
## 1348  1692           0     0.00000        0  47        0  NA  $14,206      No
## 1349  1693           1  4805.26812        0  50        0  15  $41,447      No
## 1350  1694           0     0.00000        0  29        0   9  $85,413      No
## 1351  1695           0     0.00000        0  35        2  15  $45,893      No
## 1352  1697           1  6132.00000        0  51        0   8               No
## 1353  1698           1  6535.00000        0  50        0   6  $55,230      No
## 1354  1699           1  2840.00000        0  47        0  10 $129,926      No
## 1355  1700           0     0.00000        0  36        0  13  $38,946      No
## 1356  1702           0     0.00000        0  54        0  12 $103,910      No
## 1357  1703           1   464.37523        0  36        1  12  $26,587     Yes
## 1358  1704           1  1842.00000        0  34        1  13  $79,957      No
## 1359  1705           0     0.00000        0  53        0   7   $3,528      No
## 1360  1706           0     0.00000        0  41        3   8  $69,129     Yes
## 1361  1709           0     0.00000        1  39        1  14  $35,865      No
## 1362  1710           0     0.00000        2  35        2  11  $18,570      No
## 1363  1711           0     0.00000        2  54        2  15 $106,746      No
## 1364  1712           0     0.00000        0  62        2  13  $25,426     Yes
## 1365  1714           1  3609.00000        0  57        0  15  $44,108      No
## 1366  1716           0     0.00000        0  43        2  11  $78,812     Yes
## 1367  1718           0     0.00000        0  48        0  14  $42,455      No
## 1368  1719           0     0.00000        0  51        0  12 $170,537      No
## 1369  1720           1  2729.00000        0  39        0  11  $63,433      No
## 1370  1722           0     0.00000        0  54        0  14 $129,566      No
## 1371  1723           0     0.00000        0  51        0   7  $44,481      No
## 1372  1726           0     0.00000        0  48        0  11 $141,297      No
## 1373  1727           0     0.00000        0  47        0  10 $172,981      No
## 1374  1728           0     0.00000        0  17        1   0              Yes
## 1375  1729           0     0.00000        0  50        0   8  $32,200      No
## 1376  1732           1  2474.00000        0  32        1   2  $50,522     Yes
## 1377  1733           0     0.00000        0  46        0   7  $46,247      No
## 1378  1735           0     0.00000        0  44        0  10  $66,642      No
## 1379  1736           1  5316.00000        0  34        1  14   $9,699      No
## 1380  1737           0     0.00000        0  44        0  10  $91,652      No
## 1381  1738           0     0.00000        0  48        0   9 $201,768      No
## 1382  1739           1  4347.00000        0  36        1   8  $40,339     Yes
## 1383  1741           0     0.00000        0  46        0  13 $113,386      No
## 1384  1742           0     0.00000        0  46        0  14               No
## 1385  1743           0     0.00000        2  41        3  14  $75,501      No
## 1386  1744           1 23345.82636        0  40        0  12   $4,716      No
## 1387  1745           0     0.00000        0  49        0  12  $56,739      No
## 1388  1746           0     0.00000        0  51        0  15  $65,245      No
## 1389  1747           1  8701.62117        0  54        0   0       $0      No
## 1390  1751           0     0.00000        0  59        0  13               No
## 1391  1752           0     0.00000        2  44        3   4  $47,140      No
## 1392  1753           0     0.00000        0  48        0  13  $57,713      No
## 1393  1754           0     0.00000        0  53        0  15 $129,069      No
## 1394  1755           0     0.00000        0  43        2  17  $20,028      No
## 1395  1756           0     0.00000        0  46        0  11  $67,857      No
## 1396  1757           0     0.00000        0  51        0  11  $23,582      No
## 1397  1758           1  4531.00000        0  60        0  13  $82,171      No
## 1398  1759           0     0.00000        0  26        1  13  $88,987     Yes
## 1399  1760           1  1432.00000        0  43        0  12  $57,712      No
## 1400  1761           0     0.00000        0  27        1  10  $94,166     Yes
## 1401  1762           0     0.00000        0  54        0   2  $96,154      No
## 1402  1764           1  4995.00000        0  32        2  NA       $0     Yes
## 1403  1765           1  2189.00000        0  45        2   0       $0      No
## 1404  1766           1  6796.00000        0  46        0   6  $59,927      No
## 1405  1767           0     0.00000        0  72        0  13 $100,995      No
## 1406  1769           0     0.00000        0  48        0   7  $55,962      No
## 1407  1770           0     0.00000        0  44        1  11  $54,355      No
## 1408  1771           1  3405.00000        0  51        0  11  $43,654      No
## 1409  1772           0     0.00000        0  42        0   0       $0      No
## 1410  1774           0     0.00000        0  50        0  NA  $81,293      No
## 1411  1775           1  7919.00000        0  38        3  16  $15,889      No
## 1412  1776           0     0.00000        0  56        3  NA  $40,506     Yes
## 1413  1779           0     0.00000        0  38        0  12  $73,664      No
## 1414  1781           1  1680.00000        0  45        0   9  $72,702      No
## 1415  1783           1  4252.00000        0  62        1  15  $68,063      No
## 1416  1785           0     0.00000        0  33        1  12  $67,776      No
## 1417  1788           0     0.00000        0  53        0  13  $89,250      No
## 1418  1789           0     0.00000        0  40        0  13  $66,745      No
## 1419  1790           0     0.00000        1  35        1  NA               No
## 1420  1791           0     0.00000        0  29        3  16  $65,242      No
## 1421  1793           1  8374.34244        0  46        0   0       $0      No
## 1422  1794           0     0.00000        0  50        0  12 $218,705      No
## 1423  1795           1 19088.87878        0  26        4   9  $45,254     Yes
## 1424  1796           0     0.00000        0  40        1   9  $20,915      No
## 1425  1797           0     0.00000        0  45        0  11 $119,566      No
## 1426  1798           0     0.00000        0  32        0   9   $4,060      No
## 1427  1799           0     0.00000        0  30        2  12 $117,106      No
## 1428  1802           0     0.00000        0  55        0  12  $81,769      No
## 1429  1805           0     0.00000        0  40        0   7  $18,909      No
## 1430  1806           1  7803.08469        0  39        0  11  $79,594      No
## 1431  1808           0     0.00000        0  35        0   5  $28,551      No
## 1432  1809           0     0.00000        0  52        0  10  $32,140      No
## 1433  1810           0     0.00000        0  45        0  12 $103,249      No
## 1434  1811           0     0.00000        0  36        0  11  $26,820      No
## 1435  1812           0     0.00000        0  59        1  15  $67,486      No
## 1436  1813           0     0.00000        0  54        0  14  $35,638      No
## 1437  1814           1  5069.00000        0  60        0  NA  $32,607      No
## 1438  1815           0     0.00000        0  61        0  14 $121,688      No
## 1439  1816           0     0.00000        0  52        0   8  $83,171      No
## 1440  1817           0     0.00000        0  37        0  12  $38,575      No
## 1441  1819           0     0.00000        0  37        0  13  $69,083      No
## 1442  1820           0     0.00000        0  43        0   6  $63,107      No
## 1443  1823           1  3865.00000        0  42        0  12  $52,792      No
## 1444  1824           1  5603.00000        0  38        3  15 $137,897      No
## 1445  1825           0     0.00000        0  55        0  16  $27,656      No
## 1446  1826           1  6597.00000        0  52        0   7 $132,280      No
## 1447  1827           1  5970.00000        0  33        4  14  $30,504     Yes
## 1448  1829           0     0.00000        2  41        2  11 $110,358      No
## 1449  1830           0     0.00000        0  48        0  11               No
## 1450  1831           0     0.00000        3  55        0   7 $152,439      No
## 1451  1832           0     0.00000        0  49        0  14  $96,143      No
## 1452  1834           0     0.00000        1  43        3  11  $17,225      No
## 1453  1835           1  2960.00000        0  45        2  16  $39,327      No
## 1454  1836           0     0.00000        0  57        0  11 $173,426      No
## 1455  1837           1  3997.00000        0  40        0  12 $108,059      No
## 1456  1838           1  4521.00000        0  53        0  11  $58,691      No
## 1457  1839           1  4805.00000        0  50        0   9  $78,083      No
## 1458  1840           0     0.00000        0  41        3  15  $66,059     Yes
## 1459  1841           0     0.00000        0  51        0  10  $45,086      No
## 1460  1842           0     0.00000        1  36        2  15  $67,775     Yes
## 1461  1843           1   315.83419        1  36        2  16  $40,983      No
## 1462  1845           0     0.00000        0  41        0  13 $125,603      No
## 1463  1846           0     0.00000        0  55        0   1  $55,352      No
## 1464  1848           0     0.00000        2  45        3   0       $0      No
## 1465  1849           0     0.00000        0  48        1  13  $57,973     Yes
## 1466  1851           0     0.00000        0  52        0  15  $55,766      No
## 1467  1852           0     0.00000        1  42        1  13  $40,256      No
## 1468  1853           0     0.00000        0  57        0  11  $43,956      No
## 1469  1855           0     0.00000        0  45        0   9  $39,089      No
## 1470  1856           0     0.00000        0  58        0  15  $58,139      No
## 1471  1857           0     0.00000        0  38        0  10  $37,769      No
## 1472  1859           1  3320.80081        0  45        0   4               No
## 1473  1860           0     0.00000        0  38        0  10  $17,028      No
## 1474  1861           0     0.00000        0  50        0   0       $0      No
## 1475  1862           0     0.00000        1  39        1  14               No
## 1476  1863           1  1465.00000        0  51        0  13  $46,570      No
## 1477  1865           0     0.00000        1  46        0  12 $133,300      No
## 1478  1866           0     0.00000        0  36        0  11               No
## 1479  1868           0     0.00000        0  26        1   0       $0      No
## 1480  1869           0     0.00000        0  44        1  11 $102,379      No
## 1481  1870           0     0.00000        0  52        0  14  $29,264      No
## 1482  1871           1  2199.00000        0  34        0  10  $53,914      No
## 1483  1872           0     0.00000        0  53        0  12  $72,537      No
## 1484  1873           0     0.00000        0  28        2  14  $59,889      No
## 1485  1874           0     0.00000        0  56        0  14               No
## 1486  1875           0     0.00000        0  57        0  13 $113,903      No
## 1487  1877           0     0.00000        0  40        0   9  $59,645      No
## 1488  1878           0     0.00000        1  55        0  15  $41,643      No
## 1489  1879           0     0.00000        0  43        0  10  $21,814      No
## 1490  1882           0     0.00000        0  44        0  11 $178,864      No
## 1491  1883           0     0.00000        1  40        2  16  $36,886      No
## 1492  1884           0     0.00000        0  38        2  14  $54,064      No
## 1493  1885           0     0.00000        0  35        1  12  $33,621      No
## 1494  1886           0     0.00000        1  44        1   7   $7,113      No
## 1495  1887           0     0.00000        0  49        0  13 $116,497      No
## 1496  1888           0     0.00000        0  55        0  15 $100,308      No
## 1497  1889           1  4206.00000        0  30        4  12  $58,248     Yes
## 1498  1890           0     0.00000        0  40        2  NA  $47,486      No
## 1499  1892           0     0.00000        0  56        0  13  $42,176      No
## 1500  1893           1  1069.00000        0  35        2  16  $26,127      No
## 1501  1896           1  8331.00000        0  46        0  11  $43,651      No
## 1502  1897           1  5141.00000        0  58        0   0       $0      No
## 1503  1898           0     0.00000        1  41        2  13  $58,963      No
## 1504  1899           0     0.00000        0  39        0  13 $134,460      No
## 1505  1900           0     0.00000        0  54        0  11 $108,317      No
## 1506  1902           0     0.00000        0  42        0  12 $138,219      No
## 1507  1903           0     0.00000        0  41        1  11  $34,024     Yes
## 1508  1904           0     0.00000        0  37        0   8  $60,121      No
## 1509  1906           0     0.00000        0  50        0  10  $94,403      No
## 1510  1907           0     0.00000        0  41        0  12  $59,567      No
## 1511  1908           0     0.00000        0  39        0  10  $35,558      No
## 1512  1909           0     0.00000        0  50        0  12  $41,799      No
## 1513  1910           0     0.00000        1  41        2  14  $44,679      No
## 1514  1911           1  4541.00000        3  38        3  14  $60,854      No
## 1515  1913           0     0.00000        0  46        0   9  $28,125      No
## 1516  1914           1  5101.00000        0  41        0  NA       $0      No
## 1517  1915           1  1479.00000        0  24        0   8  $40,245      No
## 1518  1916           1  5015.00000        0  38        0  NA  $69,530      No
## 1519  1917           1  1682.19453        0  34        3  14  $54,208      No
## 1520  1919           0     0.00000        0  41        0  12 $105,494      No
## 1521  1920           0     0.00000        0  43        0  10  $57,018      No
## 1522  1922           0     0.00000        0  45        1  12  $37,675     Yes
## 1523  1925           0     0.00000        2  42        3  12  $69,134     Yes
## 1524  1926           0     0.00000        0  50        0  13  $46,169      No
## 1525  1927           0     0.00000        0  41        0  11  $47,632      No
## 1526  1928           0     0.00000        0  44        0  10  $46,092      No
## 1527  1929           1  2664.00000        0  54        0   0       $0      No
## 1528  1930           1  4383.00000        0  58        0  NA       $0      No
## 1529  1932           0     0.00000        0  45        0   9  $55,272      No
## 1530  1933           0     0.00000        0  28        2  15  $40,061      No
## 1531  1934           0     0.00000        0  42        1  14  $70,404     Yes
## 1532  1935           1  6990.00000        0  50        0  11  $22,470      No
## 1533  1936           1  7055.00000        0  51        0   6  $50,049      No
## 1534  1937           0     0.00000        1  41        3  17  $70,870      No
## 1535  1938           1  1101.92771        0  32        1  13  $57,583      No
## 1536  1939           0     0.00000        0  31        1  11  $58,391      No
## 1537  1940           0     0.00000        0  60        0  14  $64,076      No
## 1538  1942           0     0.00000        0  38        0   9  $97,801      No
## 1539  1943           0     0.00000        0  53        0  14  $69,297      No
## 1540  1944           0     0.00000        0  43        2  15  $64,065      No
## 1541  1945           0     0.00000        0  35        2   6  $32,301      No
## 1542  1946           0     0.00000        0  39        2  11   $2,743     Yes
## 1543  1947           1  3440.00000        0  45        3  15   $7,680      No
## 1544  1948           1  5175.00000        0  27        1  NA  $40,202      No
## 1545  1949           0     0.00000        0  27        3   0       $0     Yes
## 1546  1952           1  2850.00000        0  43        0  NA  $49,533      No
## 1547  1953           0     0.00000        0  48        0   9  $52,858      No
## 1548  1955           0     0.00000        0  54        0  11               No
## 1549  1956           1  3193.00000        0  41        0  11  $69,638      No
## 1550  1957           0     0.00000        2  44        3  15  $23,270     Yes
## 1551  1958           0     0.00000        0  46        0  NA  $34,724      No
## 1552  1959           0     0.00000        0  42        1  11 $200,928      No
## 1553  1960           0     0.00000        0  42        0  13 $129,274      No
## 1554  1962           0     0.00000        0  54        0   9               No
## 1555  1963           1  3764.00000        0  50        0   8  $34,928      No
## 1556  1964           1  3310.00000        0  24        2  12  $11,215     Yes
## 1557  1965           0     0.00000        0  52        0  NA  $70,232      No
## 1558  1967           1  4704.00000        0  28        1   9  $20,852      No
## 1559  1968           0     0.00000        0  39        1  11  $69,842     Yes
## 1560  1969           0     0.00000        0  28        2   9  $40,142      No
## 1561  1970           0     0.00000        1  42        4  17  $82,170      No
## 1562  1971           0     0.00000        0  49        0   0       $0      No
## 1563  1972           0     0.00000        1  37        3   9  $27,431     Yes
## 1564  1973           0     0.00000        0  31        1  11  $51,982     Yes
## 1565  1974           0     0.00000        0  40        0  10  $29,499      No
## 1566  1975           1   845.00000        0  28        3  13  $38,460      No
## 1567  1976           1  5297.19052        0  37        0  11  $48,737      No
## 1568  1977           0     0.00000        0  48        0  10  $47,606      No
## 1569  1978           0     0.00000        0  34        3  14  $95,191      No
## 1570  1980           0     0.00000        0  45        0  15  $24,846      No
## 1571  1981           0     0.00000        0  38        0   5 $133,913      No
## 1572  1983           1  2719.00000        0  58        0  NA   $8,191      No
## 1573  1984           0     0.00000        1  53        1  16  $37,345      No
## 1574  1985           0     0.00000        0  56        0  11  $14,227      No
## 1575  1986           1  1911.00000        0  45        1  12  $91,347      No
## 1576  1988           0     0.00000        0  40        1   4  $22,143      No
## 1577  1989           0     0.00000        0  38        0  12  $14,560      No
## 1578  1990           1  3143.00000        0  42        0  10  $34,760      No
## 1579  1991           1  3348.00000        0  37        0  12  $42,797      No
## 1580  1992           1  9467.00000        0  37        0  12  $14,024      No
## 1581  1993           1  1729.00000        0  34        0   7  $18,211      No
## 1582  1994           0     0.00000        0  31        1  12  $42,456      No
## 1583  1995           0     0.00000        0  41        0   8  $97,472      No
## 1584  1996           1  2912.00000        0  25        2  12  $47,996     Yes
## 1585  1998           0     0.00000        0  48        0  13  $20,887      No
## 1586  1999           0     0.00000        2  40        3  10  $30,179     Yes
## 1587  2000           0     0.00000        0  55        0  13  $91,433      No
## 1588  2001           0     0.00000        0  44        0  12  $46,233      No
## 1589  2002           0     0.00000        0  37        0  11  $33,216      No
## 1590  2003           1  3107.00000        0  41        0   8  $95,166      No
## 1591  2005           0     0.00000        0  51        0  14  $89,606      No
## 1592  2006           1   159.15092        0  56        0  13  $40,355      No
## 1593  2007           0     0.00000        0  33        1   0       $0      No
## 1594  2008           0     0.00000        0  40        0   9  $68,418      No
## 1595  2009           1  1200.00000        0  60        0  13  $54,710      No
## 1596  2010           0     0.00000        0  34        3  14  $31,389      No
## 1597  2012           0     0.00000        0  44        3  12  $59,693      No
## 1598  2013           0     0.00000        0  39        0   9  $40,716      No
## 1599  2014           0     0.00000        0  44        0  10  $80,403      No
## 1600  2016           0     0.00000        0  44        0  12  $51,538      No
## 1601  2017           0     0.00000        0  52        0  13  $68,098      No
## 1602  2018           0     0.00000        0  33        2  12  $67,789     Yes
## 1603  2019           1  3027.00000        0  47        0   0       $0      No
## 1604  2020           0     0.00000        0  51        0  14  $26,806      No
## 1605  2021           0     0.00000        0  47        0  11  $31,392      No
## 1606  2022           0     0.00000        0  51        0   8 $106,090      No
## 1607  2023           0     0.00000        0  40        3  13  $38,463      No
## 1608  2024           0     0.00000        0  19        4  14   $1,774      No
## 1609  2026           0     0.00000        0  45        1   0       $0      No
## 1610  2027           1  3766.00000        1  39        2  11  $10,666      No
## 1611  2028           0     0.00000        0  42        1  10 $105,512      No
## 1612  2029           1  1493.00000        1  44        1   0       $0      No
## 1613  2030           0     0.00000        0  51        0  NA  $54,139      No
## 1614  2031           0     0.00000        0  38        3  12  $61,159     Yes
## 1615  2032           0     0.00000        0  46        0  10  $44,574      No
## 1616  2037           0     0.00000        0  54        0  11  $66,623      No
## 1617  2038           1  6407.00000        0  22        1   8  $18,632     Yes
## 1618  2039           0     0.00000        0  55        0   0       $0      No
## 1619  2040           0     0.00000        0  47        0  12  $59,164      No
## 1620  2041           1   377.91092        0  37        3  16   $6,398      No
## 1621  2042           1  3424.00000        0  41        0   8  $54,289      No
## 1622  2043           1  3731.00000        0  39        1  15  $30,804      No
## 1623  2044           0     0.00000        0  32        2  12  $67,229     Yes
## 1624  2045           1  3504.00000        0  64        0  10  $37,380      No
## 1625  2046           0     0.00000        0  58        0  12  $71,509      No
## 1626  2047           1  2531.00000        0  35        2  13  $28,777      No
## 1627  2048           0     0.00000        0  55        0  14  $72,337      No
## 1628  2049           0     0.00000        0  29        1  13  $27,222      No
## 1629  2050           0     0.00000        0  36        0  11  $53,385      No
## 1630  2051           0     0.00000        2  61        2  16   $8,559     Yes
## 1631  2052           0     0.00000        0  55        0  11 $152,237      No
## 1632  2054           0     0.00000        0  57        0  12  $61,754      No
## 1633  2055           1  7041.61641        0  56        0   8  $56,111      No
## 1634  2056           0     0.00000        0  47        0   9 $105,623      No
## 1635  2057           0     0.00000        0  45        2  11  $88,787     Yes
## 1636  2058           0     0.00000        0  57        0   8  $98,693      No
## 1637  2061           0     0.00000        0  45        0  10  $62,552      No
## 1638  2062           1  2098.00000        0  51        0  14  $18,282      No
## 1639  2063           1  2275.00000        0  41        0  11  $71,303      No
## 1640  2064           1   616.00000        0  66        0   8  $20,443      No
## 1641  2065           0     0.00000        0  51        0   7  $33,349      No
## 1642  2066           1 13276.78963        1  55        1  12   $5,821      No
## 1643  2067           0     0.00000        0  50        0  11  $52,593      No
## 1644  2068           0     0.00000        0  41        0  12               No
## 1645  2069           0     0.00000        0  51        0   9  $78,283      No
## 1646  2070           0     0.00000        0  30        2   7               No
## 1647  2071           0     0.00000        0  55        0  NA               No
## 1648  2072           0     0.00000        0  54        0  12 $112,481      No
## 1649  2074           1  5320.00000        1  41        1  12  $61,618      No
## 1650  2075           0     0.00000        0  45        0  14  $36,620      No
## 1651  2076           1  4312.00000        0  52        0  10  $43,539      No
## 1652  2077           0     0.00000        0  39        0  11  $93,339      No
## 1653  2078           0     0.00000        1  44        2  11  $88,492     Yes
## 1654  2079           0     0.00000        0  43        2  10 $102,933      No
## 1655  2080           0     0.00000        0  47        0  10   $4,399      No
## 1656  2081           0     0.00000        0  62        0   8  $43,210      No
## 1657  2082           0     0.00000        0  49        0  16  $45,807      No
## 1658  2083           1  4127.00000        0  35        2  14  $29,250      No
## 1659  2085           1  7939.00000        0  35        0   8  $20,950      No
## 1660  2086           0     0.00000        0  44        3  16  $72,509     Yes
## 1661  2087           0     0.00000        0  35        1  12  $26,625     Yes
## 1662  2088           1  5359.00000        0  33        4  13  $29,161      No
## 1663  2090           0     0.00000        0  55        0  14  $31,573      No
## 1664  2091           0     0.00000        0  31        2  13  $40,008      No
## 1665  2093           0     0.00000        0  37        2  15  $75,111      No
## 1666  2094           1  2052.00000        0  59        0  13  $61,159      No
## 1667  2095           0     0.00000        0  47        0  12 $188,778      No
## 1668  2096           0     0.00000        0  55        0  10 $109,900      No
## 1669  2097           0     0.00000        0  48        0  12  $37,634      No
## 1670  2098           0     0.00000        0  52        0   3  $59,233      No
## 1671  2099           0     0.00000        1  43        1  10  $98,771      No
## 1672  2100           0     0.00000        1  38        1   9  $23,221      No
## 1673  2101           0     0.00000        0  65        0   9  $26,123      No
## 1674  2102           1  5818.00000        0  44        0  11  $33,056      No
## 1675  2103           1  4369.00000        0  52        0  13  $36,332      No
## 1676  2104           0     0.00000        2  44        2   0       $0      No
## 1677  2105           0     0.00000        0  55        0  10  $41,455      No
## 1678  2106           1  1691.00000        0  47        0  10  $38,027      No
## 1679  2107           1 13491.45602        0  35        2   0       $0      No
## 1680  2108           1  3274.00000        0  30        4   0       $0     Yes
## 1681  2110           0     0.00000        0  52        0   6  $86,498      No
## 1682  2111           1 39687.38342        0  37        0  11  $23,338      No
## 1683  2112           0     0.00000        0  59        0  14 $107,938      No
## 1684  2113           1  3559.00000        0  32        1  12  $13,847      No
## 1685  2114           1  7123.00000        0  35        3  15  $25,647      No
## 1686  2115           0     0.00000        0  33        3  16   $9,002      No
## 1687  2116           0     0.00000        0  45        0  14   $4,430      No
## 1688  2117           0     0.00000        0  54        0  11  $66,100      No
## 1689  2118           1 32613.88277        0  63        0  13  $74,789      No
## 1690  2119           0     0.00000        0  45        0  13  $67,803      No
## 1691  2120           1  7135.00000        0  46        0  13  $65,075      No
## 1692  2121           1  6524.49467        2  56        2   0       $0     Yes
## 1693  2122           0     0.00000        0  59        0   0       $0      No
## 1694  2123           0     0.00000        0  43        0  10 $125,575      No
## 1695  2124           0     0.00000        0  44        0   9  $17,049      No
## 1696  2125           0     0.00000        0  66        0  15  $74,260      No
## 1697  2126           1  1290.00000        0  37        0  12  $64,563      No
## 1698  2127           0     0.00000        0  46        0  12  $35,018      No
## 1699  2128           1  3633.00000        0  42        0  10  $21,670      No
## 1700  2130           1  4266.00000        0  49        0  13  $32,589      No
## 1701  2131           1  1875.00000        1  38        2   0       $0     Yes
## 1702  2132           0     0.00000        0  49        0  13  $74,109      No
## 1703  2133           1  4739.00000        0  27        1   9   $8,408     Yes
## 1704  2136           0     0.00000        0  45        0   5  $89,531      No
## 1705  2137           1 20509.48481        0  59        1  11  $65,456     Yes
## 1706  2138           0     0.00000        0  38        0  NA  $20,299      No
## 1707  2139           0     0.00000        0  44        2  13  $10,627      No
## 1708  2140           0     0.00000        0  49        0   5 $174,804      No
## 1709  2141           0     0.00000        1  40        3  17  $27,204      No
## 1710  2142           0     0.00000        0  46        0  12  $82,398      No
## 1711  2143           0     0.00000        1  39        2   0       $0     Yes
## 1712  2144           0     0.00000        0  50        0  10 $114,135      No
## 1713  2145           1  2786.00000        0  46        0  11  $71,667      No
## 1714  2146           0     0.00000        2  40        3  14               No
## 1715  2147           1   312.64149        1  37        4  16  $74,246      No
## 1716  2151           0     0.00000        0  41        2  NA $178,019      No
## 1717  2152           0     0.00000        0  26        1  NA  $21,276      No
## 1718  2153           0     0.00000        0  43        0  14  $29,922      No
## 1719  2154           1  4975.00000        0  34        3  14 $113,195     Yes
## 1720  2155           0     0.00000        0  42        0  10  $47,836      No
## 1721  2156           1  9540.00000        0  54        0  14  $80,227      No
## 1722  2157           0     0.00000        0  46        0   7  $76,216      No
## 1723  2158           1  1957.00000        2  44        3   0               No
## 1724  2159           0     0.00000        0  51        0  NA  $27,030      No
## 1725  2160           0     0.00000        1  58        1  15               No
## 1726  2161           0     0.00000        0  56        0  15 $160,200      No
## 1727  2162           1  3261.00000        0  40        0  11  $53,899      No
## 1728  2163           0     0.00000        0  54        0  15  $88,233      No
## 1729  2164           1  2855.00000        0  38        0  10  $26,006      No
## 1730  2167           1  7088.35829        0  33        2  NA  $30,863     Yes
## 1731  2169           0     0.00000        0  52        0  12  $69,741      No
## 1732  2173           0     0.00000        0  57        1  15 $119,961      No
## 1733  2174           0     0.00000        0  33        4  18 $113,498      No
## 1734  2175           0     0.00000        0  60        2  16 $112,980     Yes
## 1735  2177           0     0.00000        0  47        0  14  $71,660      No
## 1736  2178           0     0.00000        0  52        0  12 $125,625      No
## 1737  2179           0     0.00000        0  36        0  11               No
## 1738  2180           0     0.00000        0  46        0   7  $43,197      No
## 1739  2181           0     0.00000        0  43        0  11  $26,036      No
## 1740  2183           1  3369.00000        1  44        1   9  $20,638     Yes
## 1741  2184           0     0.00000        0  60        0   9  $38,504      No
## 1742  2185           0     0.00000        0  54        0  15  $52,027      No
## 1743  2186           1  5816.45015        0  39        2   7   $9,968     Yes
## 1744  2187           0     0.00000        0  46        0  11  $35,214      No
## 1745  2188           0     0.00000        0  48        0   9  $88,552      No
## 1746  2190           0     0.00000        1  40        1   9               No
## 1747  2192           0     0.00000        1  45        2   0       $0     Yes
## 1748  2193           0     0.00000        0  50        0  NA  $29,139      No
## 1749  2194           0     0.00000        0  46        0  15 $181,918      No
## 1750  2195           0     0.00000        0  29        2  12  $59,254      No
## 1751  2196           0     0.00000        0  46        0   5  $75,983      No
## 1752  2198           0     0.00000        0  42        2  11  $75,856     Yes
## 1753  2199           0     0.00000        0  46        0   8  $56,388      No
## 1754  2200           0     0.00000        0  34        3  12  $27,908      No
## 1755  2201           0     0.00000        0  58        0  14  $36,927      No
## 1756  2205           0     0.00000        0  38        3   5  $30,592      No
## 1757  2207           0     0.00000        0  44        0  13  $23,276      No
## 1758  2208           0     0.00000        0  49        0  12  $64,446      No
## 1759  2209           1  3044.00000        1  42        1  11   $4,480     Yes
## 1760  2210           0     0.00000        0  39        1   0       $0      No
## 1761  2211           0     0.00000        0  46        0  14  $31,834      No
## 1762  2212           0     0.00000        0  50        0  13  $26,137      No
## 1763  2213           0     0.00000        0  32        1   0       $0      No
## 1764  2214           0     0.00000        0  43        0   0       $0      No
## 1765  2215           0     0.00000        0  48        0  12  $92,972      No
## 1766  2216           1  4147.00000        0  54        0  13  $33,791      No
## 1767  2217           0     0.00000        0  49        0   7  $87,961      No
## 1768  2220           0     0.00000        0  46        0   0       $0      No
## 1769  2222           1  6123.00000        0  41        0  NA  $16,108      No
## 1770  2223           0     0.00000        0  50        0  14  $15,989      No
## 1771  2224           1  3925.00000        0  43        0  12  $77,104      No
## 1772  2225           0     0.00000        0  44        0  12 $100,046      No
## 1773  2227           0     0.00000        0  51        0  12 $113,158      No
## 1774  2229           1  4373.00000        0  57        0  12 $100,769      No
## 1775  2230           0     0.00000        0  49        0  10 $122,192      No
## 1776  2231           0     0.00000        0  42        0  12  $15,307      No
## 1777  2233           0     0.00000        0  50        0   6  $50,621      No
## 1778  2234           1   706.00000        0  39        1  13  $77,889      No
## 1779  2235           0     0.00000        0  53        0   7  $55,869      No
## 1780  2237           1 16798.06260        0  42        0  12  $31,093      No
## 1781  2238           0     0.00000        0  47        0   6  $64,549      No
## 1782  2239           0     0.00000        0  63        0  13  $65,962      No
## 1783  2240           0     0.00000        1  45        1  10  $19,802     Yes
## 1784  2242           1  5641.00000        4  45        5   0       $0     Yes
## 1785  2243           0     0.00000        0  48        0  10  $90,174      No
## 1786  2244           0     0.00000        0  46        0   9  $98,346      No
## 1787  2246           1  1338.00000        0  41        0  13  $39,645      No
## 1788  2247           0     0.00000        0  46        0  12  $78,804      No
## 1789  2248           0     0.00000        0  49        0   8  $57,775      No
## 1790  2249           0     0.00000        0  51        0  14 $117,742      No
## 1791  2250           0     0.00000        0  47        0  10 $161,627      No
## 1792  2252           0     0.00000        0  35        2   9 $103,802      No
## 1793  2253           0     0.00000        0  34        4  14  $34,135     Yes
## 1794  2254           0     0.00000        0  45        0  11  $67,095      No
## 1795  2257           1  2907.27364        1  60        2  15 $151,225      No
## 1796  2258           0     0.00000        0  48        0  14 $115,126      No
## 1797  2260           1  2934.00000        0  35        3  12  $20,986     Yes
## 1798  2261           0     0.00000        0  52        0   9 $138,004      No
## 1799  2262           0     0.00000        0  45        1  12  $38,639      No
## 1800  2265           0     0.00000        0  33        1  14  $52,682     Yes
## 1801  2266           0     0.00000        0  49        0  13  $17,804      No
## 1802  2268           0     0.00000        0  56        0   9 $178,807      No
## 1803  2269           0     0.00000        0  50        0   9  $76,515      No
## 1804  2270           0     0.00000        0  53        0  12 $168,489      No
## 1805  2271           0     0.00000        0  34        1  10   $6,362     Yes
## 1806  2272           0     0.00000        0  41        2   0       $0     Yes
## 1807  2274           0     0.00000        0  52        0  14 $174,389      No
## 1808  2275           0     0.00000        0  36        1  12  $19,217      No
## 1809  2276           1  2166.00000        0  60        2  15   $3,005     Yes
## 1810  2278           0     0.00000        0  60        0  12  $19,796      No
## 1811  2279           1   707.00000        0  30        1   0       $0     Yes
## 1812  2280           0     0.00000        0  43        0  12  $80,746      No
## 1813  2281           1   774.30777        0  50        0  13  $68,194      No
## 1814  2282           1  6332.00000        1  37        3  13  $91,450      No
## 1815  2283           0     0.00000        0  61        0  10 $145,194      No
## 1816  2284           0     0.00000        1  43        3  18               No
## 1817  2285           0     0.00000        0  33        1   3  $16,502     Yes
## 1818  2286           1  3554.00000        0  52        0  11  $56,582      No
## 1819  2288           0     0.00000        0  41        1  11  $36,445      No
## 1820  2290           1  3388.00000        1  41        1  11  $63,989      No
## 1821  2292           0     0.00000        0  24        0   8  $57,504      No
## 1822  2293           0     0.00000        0  40        1  10  $13,719     Yes
## 1823  2294           1  5146.00000        2  37        2  13 $141,969     Yes
## 1824  2295           0     0.00000        0  42        0  12  $14,006      No
## 1825  2297           0     0.00000        0  48        0  13  $34,351      No
## 1826  2298           0     0.00000        0  39        1   0       $0      No
## 1827  2300           0     0.00000        0  61        0  12 $115,440      No
## 1828  2301           0     0.00000        0  48        0  12 $180,128      No
## 1829  2302           0     0.00000        0  39        0  12  $55,246      No
## 1830  2303           1  5349.00000        0  51        0  14 $175,219      No
## 1831  2304           1  2532.00000        0  36        2  NA  $51,969      No
## 1832  2305           1 45191.30399        0  59        0  10               No
## 1833  2307           0     0.00000        0  49        0   8 $105,594      No
## 1834  2308           0     0.00000        0  39        0   8  $74,548      No
## 1835  2309           1  5667.00000        0  53        1  NA  $31,205      No
## 1836  2310           0     0.00000        0  48        0  12  $42,156      No
## 1837  2311           1  5836.00000        0  36        0   0       $0      No
## 1838  2312           1  3036.00000        0  46        0  11  $68,126      No
## 1839  2313           0     0.00000        0  29        4   0       $0      No
## 1840  2315           0     0.00000        0  40        3   0       $0      No
## 1841  2316           1  3110.00000        0  26        3   0       $0      No
## 1842  2319           0     0.00000        1  55        2  15 $127,075     Yes
## 1843  2320           0     0.00000        0  44        4  15  $27,069      No
## 1844  2322           0     0.00000        2  36        3  13   $8,615      No
## 1845  2323           0     0.00000        0  54        0  13               No
## 1846  2325           0     0.00000        0  41        3  15 $126,363      No
## 1847  2326           0     0.00000        0  45        0  13  $78,432      No
## 1848  2327           0     0.00000        0  51        0  13  $74,501      No
## 1849  2328           0     0.00000        2  43        2  14   $6,162      No
## 1850  2329           0     0.00000        0  44        0   0       $0      No
## 1851  2330           0     0.00000        0  28        1  13  $97,231      No
## 1852  2331           0     0.00000        0  61        0  11  $61,472      No
## 1853  2332           0     0.00000        2  41        3  10  $90,991      No
## 1854  2333           0     0.00000        0  42        0  11  $69,780      No
## 1855  2334           1  5443.00000        0  39        3  16  $22,626      No
## 1856  2335           1  4847.00000        1  43        1   8 $199,866     Yes
## 1857  2336           0     0.00000        0  34        2  14  $51,497      No
## 1858  2337           0     0.00000        0  41        0  NA $103,461      No
## 1859  2338           0     0.00000        0  53        0  14  $64,915      No
## 1860  2339           0     0.00000        0  32        1  11   $8,824      No
## 1861  2341           0     0.00000        0  51        0  11  $91,605      No
## 1862  2342           0     0.00000        0  54        0  11 $177,842      No
## 1863  2344           0     0.00000        0  46        0  14  $23,571      No
## 1864  2345           0     0.00000        0  44        0  12   $5,069      No
## 1865  2346           0     0.00000        0  48        0  14  $20,792      No
## 1866  2347           0     0.00000        0  52        0  10 $104,067      No
## 1867  2348           1  7485.00000        1  34        4  14  $58,991      No
## 1868  2350           0     0.00000        0  53        0   0       $0      No
## 1869  2351           0     0.00000        0  39        0   0       $0      No
## 1870  2354           1  3034.00000        0  35        2   8  $47,797     Yes
## 1871  2355           1  4271.39855        0  43        0  NA  $49,021      No
## 1872  2356           0     0.00000        0  50        0   7 $125,583      No
## 1873  2357           0     0.00000        0  38        0   7  $46,947      No
## 1874  2358           0     0.00000        0  39        2  12  $24,790     Yes
## 1875  2359           0     0.00000        0  46        0   8               No
## 1876  2360           0     0.00000        0  43        0  11 $106,059      No
## 1877  2361           0     0.00000        0  47        0   8               No
## 1878  2362           0     0.00000        0  52        0   9  $30,776      No
## 1879  2363           1  6685.40341        1  53        1  11  $12,824     Yes
## 1880  2364           0     0.00000        1  39        1  13  $78,477      No
## 1881  2366           0     0.00000        0  50        0  13   $5,386      No
## 1882  2367           0     0.00000        0  51        0  14  $89,582      No
## 1883  2368           1  1037.00000        0  54        0   0       $0      No
## 1884  2369           0     0.00000        1  39        3  12   $6,843     Yes
## 1885  2371           1  1990.00000        0  36        0  11  $33,447      No
## 1886  2372           1  6208.00000        0  54        0  12  $27,354      No
## 1887  2373           0     0.00000        0  41        0  12  $70,426      No
## 1888  2374           0     0.00000        0  42        0  12               No
## 1889  2375           0     0.00000        2  42        2  NA       $0     Yes
## 1890  2376           0     0.00000        1  39        1  11  $50,891      No
## 1891  2377           1 19351.62123        0  57        0   8  $81,767      No
## 1892  2379           1  4903.00000        0  47        0  14  $19,779      No
## 1893  2380           0     0.00000        0  51        0   0       $0      No
## 1894  2381           0     0.00000        0  42        0   9 $116,863      No
## 1895  2382           0     0.00000        0  49        0   7 $176,866      No
## 1896  2383           0     0.00000        0  49        0  14  $21,918      No
## 1897  2384           0     0.00000        0  32        1  12 $126,678      No
## 1898  2385           1  2589.00000        0  47        0   9               No
## 1899  2386           0     0.00000        0  37        0   9  $62,409      No
## 1900  2387           0     0.00000        0  51        0  14  $28,979      No
## 1901  2388           0     0.00000        0  35        1  11  $77,486     Yes
## 1902  2389           0     0.00000        0  53        0  13  $93,908      No
## 1903  2391           0     0.00000        0  39        0  NA               No
## 1904  2392           0     0.00000        0  52        0   6 $168,168      No
## 1905  2393           1  4296.00000        0  36        0   9  $60,847      No
## 1906  2394           1  2777.00000        0  39        0  11  $57,744      No
## 1907  2395           1  4298.00000        0  52        0  10       $5      No
## 1908  2396           0     0.00000        0  53        0  10  $62,280      No
## 1909  2397           0     0.00000        1  37        2   0       $0     Yes
## 1910  2398           1  2536.00000        1  57        2  15  $79,053      No
## 1911  2400           1  5723.00000        0  39        0   4 $102,052      No
## 1912  2401           0     0.00000        0  35        0   7  $64,890      No
## 1913  2405           1   337.50470        0  51        0  12 $146,881      No
## 1914  2406           0     0.00000        2  44        3  15  $69,264      No
## 1915  2407           0     0.00000        0  34        1   0       $0      No
## 1916  2408           1  2257.00000        0  51        0  15  $57,410      No
## 1917  2409           0     0.00000        0  34        4  NA   $6,363     Yes
## 1918  2410           0     0.00000        0  43        1  NA  $41,229      No
## 1919  2411           1  2774.00000        0  41        0   5  $53,293      No
## 1920  2412           0     0.00000        0  42        0  11  $94,090      No
## 1921  2413           0     0.00000        0  38        1  12  $15,216     Yes
## 1922  2415           0     0.00000        0  34        1  12 $121,279      No
## 1923  2416           0     0.00000        0  49        0  13               No
## 1924  2417           1  3997.00000        0  26        2  13     $989      No
## 1925  2418           1  8496.00000        0  42        0  NA   $7,804      No
## 1926  2419           0     0.00000        0  44        0  11  $65,426      No
## 1927  2420           0     0.00000        0  55        0  14 $174,526      No
## 1928  2421           0     0.00000        0  30        1  NA  $55,307      No
## 1929  2423           0     0.00000        0  36        4  14  $45,484      No
## 1930  2425           0     0.00000        0  49        0  12  $23,111      No
## 1931  2426           0     0.00000        0  50        0  NA $120,424      No
## 1932  2427           0     0.00000        0  58        0  15  $89,403      No
## 1933  2428           0     0.00000        0  56        0  15   $4,200      No
## 1934  2429           0     0.00000        0  37        3   9  $14,818     Yes
## 1935  2431           1   291.72857        2  41        4   0       $0     Yes
## 1936  2432           0     0.00000        0  45        0  12  $43,998      No
## 1937  2433           0     0.00000        0  53        0  14  $39,095      No
## 1938  2434           0     0.00000        0  51        0  12  $54,236      No
## 1939  2436           0     0.00000        0  33        5   0       $0      No
## 1940  2437           0     0.00000        0  43        3  11  $72,637     Yes
## 1941  2438           0     0.00000        0  47        0  13 $128,481      No
## 1942  2440           0     0.00000        0  43        0  14  $93,239      No
## 1943  2441           1  9388.00000        2  38        2   0       $0      No
## 1944  2443           0     0.00000        0  36        0  10 $166,406      No
## 1945  2444           1  4229.00000        0  31        0   5  $11,425      No
## 1946  2446           0     0.00000        0  47        0   6 $108,031      No
## 1947  2447           0     0.00000        0  36        1  13               No
## 1948  2448           0     0.00000        0  38        0   6  $90,075      No
## 1949  2450           0     0.00000        0  41        0  10 $185,205      No
## 1950  2452           0     0.00000        0  53        0  14  $46,817      No
## 1951  2453           1  5120.00000        0  46        0  10  $42,621      No
## 1952  2454           0     0.00000        0  55        0  15 $105,178      No
## 1953  2455           0     0.00000        0  63        0  13  $31,269      No
## 1954  2456           1  6767.00000        3  40        4  10 $147,647     Yes
## 1955  2457           0     0.00000        0  35        0   5  $60,855      No
## 1956  2458           0     0.00000        0  55        0  12 $130,162      No
## 1957  2459           0     0.00000        1  38        2  12  $10,287     Yes
## 1958  2460           0     0.00000        0  60        0   5 $100,328      No
## 1959  2462           0     0.00000        0  48        0  11 $105,103      No
## 1960  2463           0     0.00000        1  58        1  11  $66,762      No
## 1961  2466           0     0.00000        2  40        3  13  $48,623      No
## 1962  2467           0     0.00000        0  47        0  NA $120,150      No
## 1963  2468           0     0.00000        0  42        0   8  $57,095      No
## 1964  2469           0     0.00000        0  48        0  15  $36,098      No
## 1965  2470           0     0.00000        0  47        0  12  $65,417      No
## 1966  2471           0     0.00000        0  46        0  14 $104,466      No
## 1967  2473           0     0.00000        0  44        0   0  $22,288      No
## 1968  2474           0     0.00000        0  31        2  10  $47,623     Yes
## 1969  2475           0     0.00000        0  52        0  14  $25,835      No
## 1970  2477           1  3840.00000        0  35        0  10  $71,379      No
## 1971  2478           1  2527.00000        0  49        0  13  $37,414      No
## 1972  2479           0     0.00000        0  53        0  14 $161,395      No
## 1973  2480           1 19970.20510        0  31        1   9  $83,316     Yes
## 1974  2481           0     0.00000        0  50        0  13  $21,262      No
## 1975  2483           0     0.00000        0  51        0  13  $81,948      No
## 1976  2484           0     0.00000        0  53        0  16 $139,307      No
## 1977  2485           0     0.00000        0  54        0  13  $74,398      No
## 1978  2486           0     0.00000        0  47        0   7 $108,139      No
## 1979  2488           0     0.00000        0  48        0  11  $45,916      No
## 1980  2489           0     0.00000        0  38        0  NA               No
## 1981  2490           0     0.00000        0  30        1   0       $0     Yes
## 1982  2491           0     0.00000        0  45        0  11 $191,870      No
## 1983  2492           1  1499.17752        0  37        0  13               No
## 1984  2493           0     0.00000        1  43        1   3 $154,611     Yes
## 1985  2494           0     0.00000        0  43        0  11  $43,032      No
## 1986  2495           1  3291.00000        0  51        0   7  $26,114      No
## 1987  2496           0     0.00000        0  56        0  12  $38,389      No
## 1988  2497           0     0.00000        0  28        3  13  $98,485      No
## 1989  2499           1  4236.00000        0  42        3  16  $35,586      No
## 1990  2500           1  8107.42599        0  27        3  11  $14,461      No
## 1991  2502           0     0.00000        0  43        0   7               No
## 1992  2503           0     0.00000        0  47        0  10  $45,669      No
## 1993  2505           0     0.00000        0  33        5  10               No
## 1994  2506           0     0.00000        0  48        0   8  $37,095      No
## 1995  2507           0     0.00000        0  59        0  13 $137,935      No
## 1996  2508           0     0.00000        0  55        0  16  $64,603      No
## 1997  2509           1  6111.00000        0  44        3  15               No
## 1998  2510           0     0.00000        1  39        2  NA $159,727      No
## 1999  2512           0     0.00000        2  45        2  14  $71,033      No
## 2000  2513           0     0.00000        0  35        0   7  $17,562      No
## 2001  2514           1  5342.00000        1  60        1   7 $102,339     Yes
## 2002  2515           1  5488.00000        0  46        0  13  $26,412      No
## 2003  2516           0     0.00000        0  57        0  12  $47,248      No
## 2004  2517           0     0.00000        0  49        0   0               No
## 2005  2519           0     0.00000        0  53        0  12  $74,061      No
## 2006  2520           1  5027.00000        0  37        2  14  $83,419      No
## 2007  2522           0     0.00000        0  47        0  10 $129,926      No
## 2008  2523           0     0.00000        0  40        0  14  $96,462      No
## 2009  2524           0     0.00000        0  45        0  10  $63,457      No
## 2010  2525           0     0.00000        0  58        0   7  $65,923      No
## 2011  2526           0     0.00000        0  48        0  14  $29,295      No
## 2012  2527           0     0.00000        0  46        0  NA  $60,213      No
## 2013  2528           0     0.00000        0  32        0   9  $36,763      No
## 2014  2529           0     0.00000        0  54        0  12  $93,400      No
## 2015  2531           0     0.00000        0  48        0  12               No
## 2016  2532           0     0.00000        0  39        0   9 $103,073      No
## 2017  2533           1  3673.65686        0  42        1  12  $80,130      No
## 2018  2534           0     0.00000        0  53        0   7  $10,232      No
## 2019  2535           0     0.00000        0  39        0  11  $67,011      No
## 2020  2536           0     0.00000        0  44        0   0       $0      No
## 2021  2537           0     0.00000        0  56        2  NA  $99,186      No
## 2022  2538           0     0.00000        0  49        0  11 $165,193      No
## 2023  2539           0     0.00000        0  43        2  12  $10,859      No
## 2024  2540           1  3180.00000        0  46        0  11  $98,572      No
## 2025  2541           1  3439.00000        1  37        2  13  $80,183     Yes
## 2026  2542           0     0.00000        0  33        3  11  $27,939     Yes
## 2027  2544           1  5430.00000        0  22        0   0       $0      No
## 2028  2546           0     0.00000        0  55        0   7  $24,785      No
## 2029  2547           1  3736.00000        0  60        0   0       $0      No
## 2030  2548           0     0.00000        1  36        2  14  $20,926      No
## 2031  2549           0     0.00000        0  60        0  12  $89,504      No
## 2032  2550           0     0.00000        0  53        0  13  $34,455      No
## 2033  2551           0     0.00000        1  45        2   7  $26,681     Yes
## 2034  2552           0     0.00000        1  43        1   7  $57,170      No
## 2035  2553           0     0.00000        0  43        0   7  $89,955      No
## 2036  2554           1  3140.00000        0  49        0  10  $43,676      No
## 2037  2555           1  4482.00000        0  36        2  10  $27,370     Yes
## 2038  2556           0     0.00000        0  50        0  14  $63,166      No
## 2039  2557           1  4278.00000        0  64        0  14  $45,110      No
## 2040  2558           0     0.00000        0  56        2  10  $47,562      No
## 2041  2559           1  5576.00000        3  41        3  10  $43,488     Yes
## 2042  2560           0     0.00000        0  42        0  10  $14,356      No
## 2043  2562           0     0.00000        0  60        0   0       $0      No
## 2044  2563           0     0.00000        0  45        0   8  $62,991      No
## 2045  2564           0     0.00000        1  53        1  11  $63,593     Yes
## 2046  2565           0     0.00000        0  51        0  13  $81,987      No
## 2047  2567           0     0.00000        0  53        0  13  $50,516      No
## 2048  2568           0     0.00000        0  55        0  14  $74,441      No
## 2049  2569           0     0.00000        0  52        0   8 $130,393      No
## 2050  2570           0     0.00000        0  45        3  NA $191,579      No
## 2051  2571           0     0.00000        0  41        0  14  $99,403      No
## 2052  2573           0     0.00000        0  36        0  12 $107,845      No
## 2053  2574           1  5692.00000        0  32        1  11   $6,622      No
## 2054  2575           0     0.00000        0  65        2  10  $29,603      No
## 2055  2576           0     0.00000        0  43        0  13  $43,900      No
## 2056  2579           0     0.00000        0  41        0   8 $169,599      No
## 2057  2583           0     0.00000        0  35        0  NA  $76,219      No
## 2058  2585           0     0.00000        0  43        2  14  $75,423     Yes
## 2059  2586           0     0.00000        0  41        2   9 $139,860     Yes
## 2060  2587           0     0.00000        0  56        0  13 $104,468      No
## 2061  2588           0     0.00000        0  37        0  12 $112,814      No
## 2062  2589           0     0.00000        0  40        1  14  $84,157      No
## 2063  2591           0     0.00000        2  45        3  15  $23,000      No
## 2064  2592           0     0.00000        0  57        0  15 $171,913      No
## 2065  2593           1  6316.00000        0  64        0  NA  $40,188      No
## 2066  2594           0     0.00000        0  36        2  14 $118,551      No
## 2067  2595           1  3124.00000        0  50        0  14  $27,783      No
## 2068  2596           0     0.00000        0  38        0  14  $17,724      No
## 2069  2597           0     0.00000        0  28        1   9  $20,852      No
## 2070  2599           0     0.00000        0  57        0  14  $60,599      No
## 2071  2600           0     0.00000        0  58        0  15 $102,092      No
## 2072  2601           0     0.00000        0  49        0  13 $147,455      No
## 2073  2603           1  1187.00000        1  41        1  10  $96,166      No
## 2074  2604           0     0.00000        0  49        0  15   $7,077      No
## 2075  2606           1   294.68102        0  56        0   9  $47,847      No
## 2076  2607           1  1283.00000        0  45        1  10 $102,765     Yes
## 2077  2608           1  4550.00000        0  31        1  11  $38,453     Yes
## 2078  2609           0     0.00000        0  46        0   8 $196,756      No
## 2079  2610           0     0.00000        0  57        0  13  $81,022      No
## 2080  2611           1  3149.00000        0  53        0   0               No
## 2081  2612           0     0.00000        0  55        0  13  $44,967      No
## 2082  2613           0     0.00000        3  39        3  NA  $30,728      No
## 2083  2614           0     0.00000        0  44        0  13 $169,602      No
## 2084  2615           0     0.00000        0  48        0  14 $100,709      No
## 2085  2617           0     0.00000        0  27        4  10  $38,951      No
## 2086  2620           1  4849.22968        0  48        0  11  $66,817      No
## 2087  2621           1  7084.00000        0  42        0  11  $50,009      No
## 2088  2622           0     0.00000        0  55        0  12  $37,537      No
## 2089  2623           0     0.00000        0  30        1   7              Yes
## 2090  2625           1  1131.34744        0  52        0  12  $37,388      No
## 2091  2626           0     0.00000        2  41        2  10  $62,840      No
## 2092  2627           0     0.00000        0  42        1  13 $122,085      No
## 2093  2628           0     0.00000        0  32        4  16  $25,749      No
## 2094  2629           0     0.00000        0  27        2  15  $53,458      No
## 2095  2630           1  4361.00000        0  45        0  10  $61,696      No
## 2096  2631           1   596.00000        0  38        0   9  $70,851      No
## 2097  2633           0     0.00000        0  34        1  10  $54,853      No
## 2098  2634           0     0.00000        0  46        0   9  $95,662      No
## 2099  2635           0     0.00000        1  39        1  13  $55,220      No
## 2100  2636           0     0.00000        2  39        2  14  $75,946      No
## 2101  2637           0     0.00000        0  36        2   0       $0      No
## 2102  2638           0     0.00000        0  51        0  10  $59,486      No
## 2103  2639           0     0.00000        0  41        0   6               No
## 2104  2641           1  4446.00000        0  27        1  12  $22,252     Yes
## 2105  2642           0     0.00000        1  36        3   8  $26,981      No
## 2106  2643           1  2115.00000        0  48        0   9 $118,277      No
## 2107  2644           0     0.00000        2  40        2  11  $93,310      No
## 2108  2645           1  3007.00000        0  40        0   7  $30,631      No
## 2109  2647           0     0.00000        0  36        0  11 $127,079      No
## 2110  2648           1  3725.00000        0  51        0   8  $93,709      No
## 2111  2649           0     0.00000        0  33        1   8  $74,409      No
## 2112  2650           0     0.00000        0  56        0  10  $63,141      No
## 2113  2652           0     0.00000        0  39        0  13  $96,542      No
## 2114  2653           0     0.00000        0  54        0  13  $76,049      No
## 2115  2654           0     0.00000        0  35        1  NA  $78,163      No
## 2116  2655           0     0.00000        0  57        0  13 $128,956      No
## 2117  2656           0     0.00000        1  43        2  14  $12,259     Yes
## 2118  2657           0     0.00000        0  41        0  13   $4,130      No
## 2119  2658           0     0.00000        0  57        0  15  $98,323      No
## 2120  2659           0     0.00000        0  47        0   5  $88,285      No
## 2121  2662           0     0.00000        0  39        0   9  $85,600      No
## 2122  2663           0     0.00000        0  47        0   0       $0      No
## 2123  2664           1  2551.23145        0  57        0  10  $28,617      No
## 2124  2665           0     0.00000        0  45        0   0       $0      No
## 2125  2666           1  1205.50322        0  38        1  12  $48,793     Yes
## 2126  2667           0     0.00000        0  35        3  14  $45,684     Yes
## 2127  2669           0     0.00000        0  48        0  11 $131,063      No
## 2128  2671           1  3748.00000        0  25        2  12  $26,906     Yes
## 2129  2672           0     0.00000        0  53        0  13  $36,755      No
## 2130  2673           0     0.00000        0  35        0   0       $0      No
## 2131  2674           0     0.00000        0  36        2  11  $33,294     Yes
## 2132  2675           0     0.00000        1  39        2  12  $61,612      No
## 2133  2676           0     0.00000        0  49        0  NA  $24,289      No
## 2134  2677           0     0.00000        0  44        0  12 $220,722      No
## 2135  2678           0     0.00000        0  50        0   6  $83,168      No
## 2136  2679           0     0.00000        0  57        0  10 $297,435      No
## 2137  2682           1  4519.00000        0  50        0   7  $72,306      No
## 2138  2683           0     0.00000        0  57        0  15  $78,467      No
## 2139  2684           0     0.00000        0  49        0  11 $154,853      No
## 2140  2685           0     0.00000        0  48        0   7  $78,931      No
## 2141  2686           1 39728.79909        2  41        2  12  $64,957      No
## 2142  2687           1 18460.84596        0  52        0   0       $0      No
## 2143  2688           1  1760.00000        1  36        1   8  $90,886     Yes
## 2144  2690           1  3993.00000        0  46        0   7  $71,869      No
## 2145  2691           0     0.00000        0  39        0  11 $101,105      No
## 2146  2692           0     0.00000        0  28        1  11               No
## 2147  2693           0     0.00000        0  47        0  14 $212,572      No
## 2148  2697           0     0.00000        0  53        0  12  $27,337      No
## 2149  2698           0     0.00000        0  51        0  15 $192,037      No
## 2150  2699           1  2660.00000        0  43        2  16  $58,158      No
## 2151  2700           0     0.00000        0  49        0  14  $37,781      No
## 2152  2701           0     0.00000        0  51        0  14  $74,713      No
## 2153  2703           1  8641.30068        0  67        1  14               No
## 2154  2705           1  2091.00000        0  34        1   0       $0     Yes
## 2155  2706           0     0.00000        0  54        0  14  $38,768      No
## 2156  2707           0     0.00000        0  37        1  15   $7,575      No
## 2157  2710           0     0.00000        0  42        0  10  $86,596      No
## 2158  2711           0     0.00000        0  33        1  13  $19,824      No
## 2159  2712           0     0.00000        0  50        0  13  $79,989      No
## 2160  2713           0     0.00000        0  43        0  11  $39,848      No
## 2161  2715           0     0.00000        0  46        0  12  $21,525      No
## 2162  2717           0     0.00000        0  53        0  11  $32,196      No
## 2163  2718           0     0.00000        0  49        0  13  $15,492      No
## 2164  2719           0     0.00000        0  34        3  11  $91,963     Yes
## 2165  2720           0     0.00000        2  44        2  13  $74,943      No
## 2166  2721           0     0.00000        0  51        0   6  $28,496      No
## 2167  2722           1  3404.00000        0  41        0  11               No
## 2168  2724           0     0.00000        0  59        0  10  $52,356      No
## 2169  2726           0     0.00000        0  46        0  10               No
## 2170  2727           0     0.00000        0  47        0  16 $131,985      No
## 2171  2728           1  4267.00000        0  44        0  NA       $0      No
## 2172  2729           0     0.00000        0  49        0  13 $276,054      No
## 2173  2730           1  8812.24263        0  37        0  10               No
## 2174  2731           1  2635.00000        0  34        3   5  $42,025      No
## 2175  2732           0     0.00000        0  47        0  14 $179,696      No
## 2176  2733           0     0.00000        1  49        1  14  $70,588     Yes
## 2177  2734           0     0.00000        0  34        3  14  $24,554     Yes
## 2178  2735           0     0.00000        0  43        2  16  $50,308      No
## 2179  2736           0     0.00000        0  58        0  10 $182,598      No
## 2180  2737           0     0.00000        0  50        0  12     $727      No
## 2181  2739           0     0.00000        0  39        3  11  $49,423     Yes
## 2182  2740           0     0.00000        0  40        1  13  $75,128      No
## 2183  2741           1  1941.00000        1  37        2  13              Yes
## 2184  2742           0     0.00000        0  52        0  14 $107,636      No
## 2185  2743           1  3501.00000        0  46        0  12  $24,139      No
## 2186  2744           0     0.00000        0  34        3  12   $4,362     Yes
## 2187  2745           0     0.00000        0  51        0  13 $109,916      No
## 2188  2746           0     0.00000        0  53        0  15 $129,978      No
## 2189  2747           0     0.00000        0  47        0  13  $58,273      No
## 2190  2748           0     0.00000        0  53        0   9  $29,429      No
## 2191  2749           0     0.00000        0  42        0  11  $45,301      No
## 2192  2751           0     0.00000        1  36        1  13  $32,646      No
## 2193  2752           1  4056.00000        0  39        0   7  $36,141      No
## 2194  2753           0     0.00000        0  50        0   0       $0      No
## 2195  2754           1  3846.00000        0  47        0  12  $40,363      No
## 2196  2755           0     0.00000        0  44        0  12 $115,636      No
## 2197  2757           1  6787.00000        0  38        0  15  $61,749      No
## 2198  2759           1  4715.00000        0  48        0  13  $45,819      No
## 2199  2760           1   810.00000        1  36        2  11  $33,274     Yes
## 2200  2761           0     0.00000        0  38        0  10               No
## 2201  2762           1  3776.00000        0  58        0   9  $27,917      No
## 2202  2763           0     0.00000        0  61        0  15  $43,251      No
## 2203  2764           0     0.00000        0  42        0  10 $149,897      No
## 2204  2765           1  2597.00000        0  39        1   0       $0     Yes
## 2205  2768           0     0.00000        0  46        0  10  $52,703      No
## 2206  2769           0     0.00000        0  29        0  NA       $0      No
## 2207  2770           0     0.00000        0  43        2  14  $54,593      No
## 2208  2772           0     0.00000        0  42        0  10  $50,484      No
## 2209  2773           0     0.00000        0  49        0  14  $65,786      No
## 2210  2774           0     0.00000        0  52        0  11  $36,700      No
## 2211  2777           0     0.00000        0  55        0  12  $50,601      No
## 2212  2778           0     0.00000        0  44        0  11  $71,901      No
## 2213  2784           0     0.00000        1  63        2  17  $42,928      No
## 2214  2785           0     0.00000        2  45        2   8 $170,924      No
## 2215  2786           0     0.00000        0  36        0   9  $32,537      No
## 2216  2787           1  5453.00000        1  49        1  12 $128,329      No
## 2217  2788           1  3581.00000        0  26        4  NA   $2,226      No
## 2218  2789           0     0.00000        0  59        0   7  $94,973      No
## 2219  2790           1  2843.00000        0  46        0   6  $51,624      No
## 2220  2791           0     0.00000        0  49        0   8  $47,174      No
## 2221  2792           0     0.00000        0  35        2  14  $82,478      No
## 2222  2793           0     0.00000        0  46        0  12  $49,654      No
## 2223  2794           0     0.00000        0  42        0  10  $29,346      No
## 2224  2795           1  9117.00000        0  27        1  11  $27,957     Yes
## 2225  2797           0     0.00000        1  40        1   9 $113,595     Yes
## 2226  2799           0     0.00000        0  49        0  13  $93,885      No
## 2227  2801           0     0.00000        0  34        0  NA   $7,581      No
## 2228  2802           0     0.00000        1  39        1  10  $92,882      No
## 2229  2804           0     0.00000        0  59        0  11 $122,116      No
## 2230  2805           0     0.00000        0  48        0  11 $252,222      No
## 2231  2807           0     0.00000        0  43        0   9               No
## 2232  2808           1  1379.00000        0  45        0  12  $16,082      No
## 2233  2809           0     0.00000        0  52        0  12 $116,612      No
## 2234  2810           0     0.00000        0  49        0  15  $40,599      No
## 2235  2811           0     0.00000        0  49        0  11  $62,881      No
## 2236  2812           0     0.00000        0  57        0  14  $57,298      No
## 2237  2814           0     0.00000        0  39        3  15  $48,741      No
## 2238  2815           0     0.00000        0  32        1   5  $68,288      No
## 2239  2816           0     0.00000        0  45        0  12  $20,850      No
## 2240  2817           1  5525.00000        0  41        0  11  $21,589      No
## 2241  2819           0     0.00000        0  47        0  15  $71,775      No
## 2242  2820           0     0.00000        0  36        0   7               No
## 2243  2822           0     0.00000        0  33        1  10  $42,225     Yes
## 2244  2823           1  5745.00000        0  41        0   8  $60,314      No
## 2245  2824           0     0.00000        0  42        2  11  $80,054     Yes
## 2246  2826           0     0.00000        0  39        2  10  $24,177      No
## 2247  2827           0     0.00000        0  33        3  13  $21,990     Yes
## 2248  2828           0     0.00000        0  37        2  14  $63,770      No
## 2249  2831           0     0.00000        3  37        3   9   $6,857     Yes
## 2250  2832           0     0.00000        0  53        0  13  $76,129      No
## 2251  2834           0     0.00000        2  43        2  13  $25,643      No
## 2252  2835           0     0.00000        0  39        3  13  $11,585      No
## 2253  2836           0     0.00000        0  44        0  12  $26,011      No
## 2254  2837           0     0.00000        0  62        0  NA       $0      No
## 2255  2838           0     0.00000        0  40        0  11 $159,373      No
## 2256  2840           0     0.00000        0  48        0  13 $114,948      No
## 2257  2841           0     0.00000        0  32        1  11              Yes
## 2258  2842           1  3161.00000        0  33        4  15  $37,793     Yes
## 2259  2844           1  5013.00000        0  36        0  11  $34,329      No
## 2260  2845           0     0.00000        0  49        0  11   $1,545      No
## 2261  2849           1  2519.00000        0  39        0  12  $33,570      No
## 2262  2850           1  5149.53823        1  37        2   8  $95,102     Yes
## 2263  2851           0     0.00000        0  51        0  14  $47,936      No
## 2264  2852           0     0.00000        0  59        0  15  $43,118      No
## 2265  2853           0     0.00000        1  42        1  10  $74,412     Yes
## 2266  2854           0     0.00000        0  51        0   6               No
## 2267  2855           0     0.00000        0  31        1  13  $44,120     Yes
## 2268  2857           1 10106.49119        0  54        0  14  $40,862      No
## 2269  2858           0     0.00000        0  51        0  16               No
## 2270  2859           1  5061.00000        0  57        0  14  $28,629      No
## 2271  2860           0     0.00000        0  44        2  10  $27,607     Yes
## 2272  2861           1  3207.00000        0  40        2  14  $50,401     Yes
## 2273  2862           0     0.00000        0  16        1   0       $0     Yes
## 2274  2864           1  2489.00000        0  52        0  11  $84,438      No
## 2275  2865           0     0.00000        0  36        3  11  $49,703     Yes
## 2276  2866           0     0.00000        0  37        0  12  $48,252      No
## 2277  2868           0     0.00000        0  39        0   9  $35,366      No
## 2278  2870           0     0.00000        0  61        0  17 $201,627      No
## 2279  2871           0     0.00000        0  46        0  12  $12,603      No
## 2280  2872           1  2736.88728        0  40        0  12 $130,381      No
## 2281  2876           0     0.00000        0  51        0  13  $58,874      No
## 2282  2877           0     0.00000        0  43        2  13 $118,983      No
## 2283  2878           0     0.00000        0  34        3  NA $102,480      No
## 2284  2879           0     0.00000        0  50        0  11  $60,895      No
## 2285  2881           0     0.00000        0  49        0  15  $58,904      No
## 2286  2882           0     0.00000        0  43        0  10 $174,555      No
## 2287  2883           1  5387.00000        0  41        0   0       $0      No
## 2288  2884           0     0.00000        0  35        3  12  $16,920      No
## 2289  2885           0     0.00000        0  46        0  12  $87,380      No
## 2290  2891           0     0.00000        0  36        2   9  $57,148     Yes
## 2291  2893           0     0.00000        0  51        0  13  $60,776      No
## 2292  2894           0     0.00000        0  50        0  11  $53,567      No
## 2293  2895           1  6855.00000        0  55        0  14  $17,049      No
## 2294  2896           0     0.00000        0  29        0  13 $170,162      No
## 2295  2897           0     0.00000        1  36        2  12  $15,358      No
## 2296  2898           0     0.00000        0  47        0   9  $61,365      No
## 2297  2899           0     0.00000        0  52        0  13  $90,250      No
## 2298  2900           0     0.00000        0  46        0   7   $2,633      No
## 2299  2903           0     0.00000        1  45        1  14 $118,731      No
## 2300  2904           0     0.00000        0  57        0  16  $70,532      No
## 2301  2906           1  4314.00000        0  63        0  19  $73,121      No
## 2302  2907           1  5727.00000        0  42        0  10               No
## 2303  2908           0     0.00000        0  66        0  13  $78,187      No
## 2304  2909           0     0.00000        0  54        0  15  $92,261      No
## 2305  2910           1   531.00000        0  52        0  15  $47,042      No
## 2306  2911           0     0.00000        0  47        0  10  $68,244      No
## 2307  2912           1 23805.36724        0  42        2  13  $88,995     Yes
## 2308  2913           0     0.00000        0  50        0   6  $72,745      No
## 2309  2914           0     0.00000        0  40        0  13  $72,242      No
## 2310  2915           1  2360.00000        1  43        1  10 $119,341     Yes
## 2311  2916           0     0.00000        0  40        1  15  $79,991      No
## 2312  2918           1  6480.00000        0  37        0   0       $0      No
## 2313  2919           0     0.00000        0  49        0  12 $137,420      No
## 2314  2920           0     0.00000        0  44        0  13  $73,528      No
## 2315  2921           0     0.00000        0  45        0  11  $64,874      No
## 2316  2923           0     0.00000        0  43        0  14  $30,708      No
## 2317  2925           0     0.00000        0  51        0  14  $71,267      No
## 2318  2926           0     0.00000        0  39        0  13  $10,315      No
## 2319  2927           1  5021.00000        0  48        0   9  $56,910      No
## 2320  2928           0     0.00000        0  34        1  13  $69,318      No
## 2321  2929           0     0.00000        0  34        1  10  $71,328     Yes
## 2322  2932           1  3857.00000        0  53        0  13 $140,694      No
## 2323  2933           0     0.00000        0  53        0   9  $21,296      No
## 2324  2934           1  2729.00000        0  54        0  11 $127,589      No
## 2325  2935           0     0.00000        0  30        3  13   $6,719      No
## 2326  2936           0     0.00000        0  51        0  13  $30,764      No
## 2327  2937           1  1076.00000        1  39        3   0       $0     Yes
## 2328  2938           0     0.00000        0  58        0  11 $141,386      No
## 2329  2939           0     0.00000        0  35        0   6               No
## 2330  2940           1  3257.00000        0  46        0   9               No
## 2331  2941           0     0.00000        0  35        0   8  $58,941      No
## 2332  2942           1  6995.00000        1  42        2  12 $110,128      No
## 2333  2943           0     0.00000        0  41        2  13 $153,270      No
## 2334  2944           0     0.00000        0  52        0   6 $109,493      No
## 2335  2945           0     0.00000        0  34        1   5  $33,865      No
## 2336  2947           1  8876.00000        3  39        3  14  $44,293     Yes
## 2337  2948           0     0.00000        0  37        0   0       $0      No
## 2338  2949           1  4896.00000        0  51        0  12 $101,859      No
## 2339  2950           1  2517.00000        0  55        0  13  $33,519      No
## 2340  2951           1  2513.00000        3  42        3  12  $24,177     Yes
## 2341  2952           0     0.00000        0  41        0   0       $0      No
## 2342  2953           0     0.00000        0  28        2  11  $75,089     Yes
## 2343  2954           0     0.00000        0  36        1  NA               No
## 2344  2956           0     0.00000        0  45        1  12 $128,654      No
## 2345  2957           0     0.00000        0  53        0  12 $113,918      No
## 2346  2958           1  4148.00000        0  36        3  16  $30,033      No
## 2347  2959           0     0.00000        0  51        0  14 $101,534      No
## 2348  2960           0     0.00000        1  37        1   0       $0     Yes
## 2349  2961           0     0.00000        0  61        0  13  $42,089      No
## 2350  2963           1  1441.00000        0  55        0  11  $42,304      No
## 2351  2966           0     0.00000        0  46        0   7 $165,373      No
## 2352  2968           0     0.00000        0  55        0  NA  $73,246      No
## 2353  2969           1  5211.00000        1  36        1   6  $40,570      No
## 2354  2971           0     0.00000        2  41        3  15  $14,226      No
## 2355  2972           0     0.00000        0  55        0   4  $95,473      No
## 2356  2975           0     0.00000        0  48        0  12  $27,700      No
## 2357  2979           1  7801.00000        0  42        1  10 $134,520     Yes
## 2358  2980           0     0.00000        1  38        4  16  $18,348      No
## 2359  2981           0     0.00000        0  56        0   0       $0      No
## 2360  2982           0     0.00000        0  44        0  11  $41,390      No
## 2361  2983           0     0.00000        0  56        2  11  $75,265     Yes
## 2362  2984           0     0.00000        0  34        2  11 $105,690     Yes
## 2363  2985           0     0.00000        0  37        2   0               No
## 2364  2987           1  4566.00000        0  16        0  NA  $49,522      No
## 2365  2990           1  8727.00000        0  48        0  10  $50,655      No
## 2366  2991           0     0.00000        0  47        0  10  $42,278      No
## 2367  2992           0     0.00000        0  40        0  10 $104,996      No
## 2368  2993           0     0.00000        0  48        0  12  $69,589      No
## 2369  2994           0     0.00000        0  35        2  15  $43,196      No
## 2370  2996           1  3667.00000        0  49        0   9  $13,394      No
## 2371  2997           1 16677.67731        3  36        3  14 $102,147      No
## 2372  2998           0     0.00000        0  59        0   6               No
## 2373  2999           1  5005.00000        0  43        0   9  $96,399      No
## 2374  3000           0     0.00000        0  53        0   9 $203,641      No
## 2375  3001           1  3005.00000        0  31        0   8  $67,842      No
## 2376  3002           0     0.00000        0  55        0  12  $63,376      No
## 2377  3003           1  3456.00000        0  47        0  10  $64,777      No
## 2378  3004           0     0.00000        0  48        0  13 $120,483      No
## 2379  3006           0     0.00000        0  41        0  12 $225,311      No
## 2380  3007           0     0.00000        0  53        0  12 $142,751      No
## 2381  3008           0     0.00000        0  53        0  12  $98,239      No
## 2382  3009           1  6978.00000        2  45        3  12  $72,738     Yes
## 2383  3010           1  4933.00000        0  47        0  13  $65,802      No
## 2384  3012           0     0.00000        1  55        1  11  $30,841     Yes
## 2385  3014           1  2297.00000        0  38        0   8  $52,506      No
## 2386  3015           0     0.00000        0  38        0   5  $29,879      No
## 2387  3016           0     0.00000        0  34        2  10  $79,549     Yes
## 2388  3017           0     0.00000        0  46        0   9  $74,181      No
## 2389  3018           1  2665.00000        0  50        0  15  $43,543      No
## 2390  3020           0     0.00000        0  48        0  13  $29,626      No
## 2391  3023           0     0.00000        0  58        0  13  $71,529      No
## 2392  3024           0     0.00000        0  32        4  15  $14,937      No
## 2393  3025           1   502.00000        0  51        0  12  $16,052      No
## 2394  3026           0     0.00000        0  35        0   9 $141,632      No
## 2395  3027           0     0.00000        1  41        1  10  $55,867      No
## 2396  3028           0     0.00000        0  42        0  10  $50,644      No
## 2397  3030           0     0.00000        0  49        0   9  $39,484      No
## 2398  3031           0     0.00000        0  56        0  11  $64,124      No
## 2399  3032           0     0.00000        0  81        2  23 $109,275      No
## 2400  3033           1  4234.00000        0  34        1  12  $91,832      No
## 2401  3034           0     0.00000        0  36        0   9 $134,361      No
## 2402  3035           0     0.00000        0  32        3   0       $0     Yes
## 2403  3036           0     0.00000        0  37        0   9  $76,100      No
## 2404  3038           0     0.00000        1  44        1  NA  $49,810      No
## 2405  3039           1  9136.23122        0  50        0  14  $73,277      No
## 2406  3040           0     0.00000        0  33        1   8  $53,598     Yes
## 2407  3041           0     0.00000        0  43        0   9 $105,442      No
## 2408  3044           0     0.00000        0  37        0   9  $22,148      No
## 2409  3045           0     0.00000        0  44        0   2  $26,965      No
## 2410  3046           0     0.00000        0  46        0  13  $66,326      No
## 2411  3047           1  2854.00000        0  51        0   0               No
## 2412  3048           0     0.00000        0  45        1   7  $40,730      No
## 2413  3051           0     0.00000        0  47        0  14  $72,853      No
## 2414  3052           0     0.00000        1  40        1   9 $126,679      No
## 2415  3054           0     0.00000        0  42        0  12  $90,409      No
## 2416  3055           0     0.00000        0  45        0  12  $62,884      No
## 2417  3056           0     0.00000        0  49        0   9  $94,062      No
## 2418  3057           0     0.00000        0  35        3  12  $81,125     Yes
## 2419  3059           1  3340.00000        3  41        3  13  $57,371      No
## 2420  3060           0     0.00000        0  56        0  12  $36,935      No
## 2421  3061           0     0.00000        0  46        0  10  $35,564      No
## 2422  3064           1  4926.00000        0  44        0   0       $0      No
## 2423  3066           1  3292.00000        1  41        1  10  $29,020     Yes
## 2424  3067           0     0.00000        1  42        2   5   $3,374     Yes
## 2425  3068           0     0.00000        0  31        4  15  $69,201     Yes
## 2426  3069           0     0.00000        1  37        2  12  $35,377      No
## 2427  3070           0     0.00000        0  41        0   6  $80,392      No
## 2428  3071           0     0.00000        0  42        2  11  $49,264     Yes
## 2429  3072           0     0.00000        0  34        1  12  $87,295      No
## 2430  3073           1 18323.28375        0  31        1  12  $22,654     Yes
## 2431  3074           0     0.00000        0  40        0  14 $107,499      No
## 2432  3075           1   978.35138        0  51        0  10  $65,678      No
## 2433  3076           0     0.00000        0  34        4   0       $0      No
## 2434  3077           0     0.00000        0  34        0   0       $0      No
## 2435  3078           1  6780.00000        0  37        0  11  $40,868      No
## 2436  3079           1 73783.46592        0  37        0   7  $61,790      No
## 2437  3081           0     0.00000        0  46        0  12 $108,636      No
## 2438  3082           1  3901.00000        0  48        0  15 $134,640      No
## 2439  3083           0     0.00000        0  33        3   0       $0     Yes
## 2440  3084           0     0.00000        0  42        2  15  $51,409      No
## 2441  3085           0     0.00000        1  38        2   6  $21,073     Yes
## 2442  3086           1   980.00000        0  30        2   0       $0     Yes
## 2443  3087           0     0.00000        0  48        0   9   $2,229      No
## 2444  3089           1  7385.00000        0  53        0   9  $48,780      No
## 2445  3090           0     0.00000        1  43        1   7  $57,170      No
## 2446  3091           0     0.00000        0  60        0  13  $99,441      No
## 2447  3092           0     0.00000        0  41        0  10  $51,424      No
## 2448  3094           0     0.00000        2  40        2  12  $88,413      No
## 2449  3095           0     0.00000        1  57        3  15  $94,890      No
## 2450  3097           1  5301.00000        1  38        2  13  $46,061     Yes
## 2451  3098           0     0.00000        0  52        0  13  $31,742      No
## 2452  3099           0     0.00000        0  53        0  10 $142,206      No
## 2453  3100           0     0.00000        1  44        2  12  $79,076      No
## 2454  3102           0     0.00000        0  26        2  11 $180,627     Yes
## 2455  3104           1  7136.00000        0  45        3   0       $0      No
## 2456  3105           0     0.00000        0  54        0  16  $48,078      No
## 2457  3106           0     0.00000        1  41        1  13               No
## 2458  3108           1  2574.00000        0  29        0  10  $74,202      No
## 2459  3110           0     0.00000        0  31        1  13  $40,851     Yes
## 2460  3112           0     0.00000        0  43        0  11 $190,991      No
## 2461  3114           1  4930.00000        1  42        1  10  $58,489     Yes
## 2462  3115           0     0.00000        0  53        0  14 $138,550      No
## 2463  3117           0     0.00000        1  37        2  12  $15,035      No
## 2464  3118           1  1030.00000        0  53        0  12 $189,052      No
## 2465  3119           0     0.00000        0  52        0  11  $23,196      No
## 2466  3120           0     0.00000        0  38        0   6  $10,609      No
## 2467  3121           0     0.00000        0  49        0  15  $62,786      No
## 2468  3122           0     0.00000        0  27        1  10  $60,214      No
## 2469  3123           0     0.00000        0  45        0  12  $78,103      No
## 2470  3124           0     0.00000        0  51        0   8  $33,957      No
## 2471  3125           1  8363.00000        0  33        1  10  $23,953     Yes
## 2472  3126           0     0.00000        0  44        0  12  $92,898      No
## 2473  3127           0     0.00000        0  45        2  15  $77,183      No
## 2474  3128           0     0.00000        0  50        0  12  $67,782      No
## 2475  3129           0     0.00000        0  46        0  12  $23,783      No
## 2476  3130           0     0.00000        2  38        2   7  $34,984      No
## 2477  3131           0     0.00000        2  38        3  16  $30,433      No
## 2478  3133           1  4979.00000        0  33        3   0       $0      No
## 2479  3134           0     0.00000        0  54        0  10 $136,962      No
## 2480  3135           0     0.00000        0  48        0  NA       $7      No
## 2481  3136           0     0.00000        0  52        0  14 $106,218      No
## 2482  3137           1 50817.95900        1  38        2  13  $39,005     Yes
## 2483  3138           0     0.00000        0  47        0  14               No
## 2484  3139           0     0.00000        0  48        0  10  $58,716      No
## 2485  3140           1  2877.00000        0  31        1  10  $16,715     Yes
## 2486  3142           1  5853.00000        0  38        2  14  $25,570     Yes
## 2487  3143           1  6035.00000        0  57        0  11  $77,631      No
## 2488  3144           0     0.00000        0  40        0   8  $86,091      No
## 2489  3145           1  6156.00000        0  40        0  11  $67,700      No
## 2490  3146           0     0.00000        0  50        0  14 $112,658      No
## 2491  3147           0     0.00000        0  43        0  10               No
## 2492  3148           0     0.00000        0  48        0  11  $36,225      No
## 2493  3149           1  5252.00000        0  34        4  NA $113,522     Yes
## 2494  3150           0     0.00000        0  54        0   7 $170,110      No
## 2495  3151           0     0.00000        0  45        0  12  $54,667      No
## 2496  3152           0     0.00000        0  33        3  14 $112,762      No
## 2497  3155           0     0.00000        0  54        0  14  $97,382      No
## 2498  3156           0     0.00000        0  53        0  12  $45,432      No
## 2499  3157           0     0.00000        0  47        0  11  $42,303      No
## 2500  3158           1   864.00000        0  43        0   8  $66,613      No
## 2501  3159           0     0.00000        1  38        3  14  $48,021     Yes
## 2502  3161           0     0.00000        0  57        0  15 $126,348      No
## 2503  3162           0     0.00000        0  46        0  15  $36,026      No
## 2504  3163           1 22284.57261        0  33        3   0       $0     Yes
## 2505  3164           0     0.00000        0  50        0   8  $52,442      No
## 2506  3165           0     0.00000        0  51        0   4  $40,481      No
## 2507  3166           1  2729.00000        0  22        1   0       $0     Yes
## 2508  3168           0     0.00000        0  39        2  13  $26,840     Yes
## 2509  3169           0     0.00000        0  45        0   6   $9,159      No
## 2510  3171           0     0.00000        0  48        0   2  $66,784      No
## 2511  3172           0     0.00000        0  36        0  15  $61,462      No
## 2512  3175           1  1254.00000        0  33        2  11  $19,894      No
## 2513  3176           0     0.00000        0  38        0   9  $23,864      No
## 2514  3178           0     0.00000        0  48        0  13  $83,477      No
## 2515  3180           1  6726.00000        1  43        2  11  $77,030     Yes
## 2516  3181           1 32058.98986        0  52        0   8  $57,912      No
## 2517  3182           0     0.00000        0  46        0  11 $104,206      No
## 2518  3183           1  2381.61365        0  53        0  12  $25,698      No
## 2519  3185           0     0.00000        0  46        0  16  $35,231      No
## 2520  3186           0     0.00000        1  41        2  14  $53,358     Yes
## 2521  3187           0     0.00000        0  53        0  15  $74,295      No
## 2522  3188           0     0.00000        0  54        0  11 $101,450      No
## 2523  3189           1  3636.00000        0  36        0  13  $64,755      No
## 2524  3191           0     0.00000        0  39        0  10  $92,139      No
## 2525  3192           1  5963.00000        0  31        0   5  $14,195      No
## 2526  3194           1 41076.86967        0  50        0   9  $41,696      No
## 2527  3195           1  4552.00000        0  31        1   0       $0      No
## 2528  3196           0     0.00000        0  53        0  11  $41,557      No
## 2529  3197           1  2545.00000        0  59        0  17  $85,596      No
## 2530  3198           0     0.00000        0  41        0   9  $37,196      No
## 2531  3200           0     0.00000        0  47        0  10  $87,887      No
## 2532  3204           1  4623.00000        0  50        0  13  $40,685      No
## 2533  3205           0     0.00000        0  48        0  15  $38,939      No
## 2534  3207           0     0.00000        0  55        0  12  $63,376      No
## 2535  3208           0     0.00000        0  43        3  15  $61,852      No
## 2536  3211           0     0.00000        0  44        3  15               No
## 2537  3212           1  2037.00000        1  53        2  NA  $29,080      No
## 2538  3213           0     0.00000        0  41        1  13  $65,185      No
## 2539  3214           0     0.00000        1  36        3  11  $20,921      No
## 2540  3215           0     0.00000        1  62        3  16  $43,410      No
## 2541  3216           0     0.00000        1  45        2  15   $4,271      No
## 2542  3218           0     0.00000        0  45        0  12  $84,028      No
## 2543  3219           0     0.00000        0  47        0   7 $123,715      No
## 2544  3221           0     0.00000        0  47        0  11  $30,960      No
## 2545  3222           0     0.00000        0  31        3  11              Yes
## 2546  3223           0     0.00000        0  45        0   4  $83,111      No
## 2547  3224           0     0.00000        0  37        0  12  $93,190      No
## 2548  3225           0     0.00000        0  33        1  12  $36,354      No
## 2549  3226           0     0.00000        0  47        0  11  $68,061      No
## 2550  3227           0     0.00000        0  38        3   0       $0      No
## 2551  3229           1  6542.00000        0  46        0  12  $56,006      No
## 2552  3230           1  3897.00000        2  38        3  14  $51,620     Yes
## 2553  3231           1  6113.00000        0  55        0  13  $35,916      No
## 2554  3233           0     0.00000        1  38        3   6   $9,173      No
## 2555  3234           0     0.00000        0  31        3  13  $71,738      No
## 2556  3235           1  4751.00000        0  48        0   3               No
## 2557  3236           0     0.00000        0  30        1  11  $88,305      No
## 2558  3237           0     0.00000        0  46        0   6  $90,232      No
## 2559  3238           1  7311.00000        0  42        0  10 $101,636      No
## 2560  3240           1  5396.00000        0  36        3  14 $167,971      No
## 2561  3241           0     0.00000        0  43        0  12  $61,949      No
## 2562  3242           0     0.00000        0  53        0   0       $0      No
## 2563  3244           1  4720.00000        0  41        0   9  $21,651      No
## 2564  3247           0     0.00000        0  43        0   6  $70,352      No
## 2565  3248           0     0.00000        0  43        0  11  $24,382      No
## 2566  3249           0     0.00000        0  41        3  15               No
## 2567  3250           1  2601.00000        0  47        0   8               No
## 2568  3252           0     0.00000        0  40        1   5  $89,348      No
## 2569  3254           0     0.00000        0  45        0   9  $26,237      No
## 2570  3255           0     0.00000        0  39        0   9  $51,814      No
## 2571  3256           1 19866.58589        0  52        0  12 $112,512      No
## 2572  3258           1  3929.00000        2  44        2   7  $78,850      No
## 2573  3259           0     0.00000        0  57        0  13 $151,528      No
## 2574  3262           0     0.00000        0  40        0   2 $164,028      No
## 2575  3264           1 45338.48734        0  33        3  15  $39,662      No
## 2576  3265           0     0.00000        0  46        0  11  $82,398      No
## 2577  3266           1  4307.00000        0  32        1  11  $36,179     Yes
## 2578  3267           0     0.00000        2  36        2  12 $130,540     Yes
## 2579  3268           0     0.00000        1  39        2  14  $24,546      No
## 2580  3269           0     0.00000        0  53        0  NA               No
## 2581  3270           0     0.00000        0  46        0  10 $123,289      No
## 2582  3271           0     0.00000        0  63        0  12  $52,739      No
## 2583  3272           0     0.00000        0  47        0  13  $80,431      No
## 2584  3273           0     0.00000        0  43        1   8 $110,543     Yes
## 2585  3274           0     0.00000        0  46        0  14 $125,610      No
## 2586  3275           0     0.00000        0  55        0  13  $19,694      No
## 2587  3276           0     0.00000        1  45        2  12 $129,261     Yes
## 2588  3277           1  4974.00000        2  45        3   7               No
## 2589  3279           0     0.00000        0  55        0   2  $68,204      No
## 2590  3280           1  8697.27518        0  26        1  12  $35,262     Yes
## 2591  3282           0     0.00000        0  38        0   8  $83,304      No
## 2592  3284           0     0.00000        0  55        0  11 $133,318      No
## 2593  3285           0     0.00000        0  52        0  13  $43,393      No
## 2594  3286           0     0.00000        0  54        0  14  $48,952      No
## 2595  3287           0     0.00000        0  44        0  12  $84,015      No
## 2596  3288           0     0.00000        0  39        0   6  $33,893      No
## 2597  3289           0     0.00000        0  40        1  13  $12,570      No
## 2598  3291           0     0.00000        0  50        0  10  $68,801      No
## 2599  3292           0     0.00000        0  55        0   8 $117,066      No
## 2600  3293           0     0.00000        0  46        0  11  $28,063      No
## 2601  3294           1  5143.00000        1  40        2  11  $27,788     Yes
## 2602  3295           0     0.00000        1  45        2  14  $20,637      No
## 2603  3296           0     0.00000        1  39        3  12  $85,837     Yes
## 2604  3298           0     0.00000        0  53        0  17  $81,478      No
## 2605  3299           1  2899.00000        0  36        0  10  $29,412      No
## 2606  3300           0     0.00000        0  49        1  12  $98,175      No
## 2607  3301           0     0.00000        0  45        0  13 $103,272      No
## 2608  3302           0     0.00000        0  45        1  NA  $17,167      No
## 2609  3303           0     0.00000        1  39        2  14  $45,261     Yes
## 2610  3306           1  2827.00000        1  38        2   0       $0     Yes
## 2611  3309           0     0.00000        0  47        0   6  $26,295      No
## 2612  3310           0     0.00000        0  66        0  13  $75,778      No
## 2613  3311           0     0.00000        0  44        2  16  $71,918      No
## 2614  3312           1  2424.00000        2  39        3  NA $153,236     Yes
## 2615  3315           0     0.00000        0  31        1  12  $92,817     Yes
## 2616  3316           1  4729.00000        0  33        1  12  $40,990      No
## 2617  3318           1  5583.00000        0  35        2  12   $4,457     Yes
## 2618  3319           0     0.00000        0  49        0  11  $45,962      No
## 2619  3320           1  7293.00000        0  42        0   0       $0      No
## 2620  3321           1  6284.00000        0  61        0  15  $52,894      No
## 2621  3322           0     0.00000        0  48        0  NA  $53,628      No
## 2622  3323           1  2524.00000        2  43        3  16  $99,455      No
## 2623  3324           0     0.00000        0  49        0  12     $195      No
## 2624  3325           1  5388.00000        0  29        1  13  $25,294     Yes
## 2625  3326           1  4364.00000        0  56        0  14  $35,735      No
## 2626  3327           0     0.00000        0  53        0  14  $55,770      No
## 2627  3328           0     0.00000        0  51        0  12   $4,431      No
## 2628  3329           0     0.00000        0  45        1  14  $92,626      No
## 2629  3330           0     0.00000        0  43        2   0       $0      No
## 2630  3331           0     0.00000        0  56        0  NA  $52,044      No
## 2631  3332           1  5089.00000        0  58        2   0       $0      No
## 2632  3333           0     0.00000        0  45        2  14  $36,630      No
## 2633  3334           0     0.00000        0  52        0  16  $72,500      No
## 2634  3335           0     0.00000        0  50        0  13  $15,545      No
## 2635  3336           0     0.00000        2  42        2   9  $65,079     Yes
## 2636  3337           1  3262.00000        0  44        0   9  $34,408      No
## 2637  3338           0     0.00000        0  48        0  11  $61,434      No
## 2638  3339           1  5822.00000        0  45        0  14 $108,309      No
## 2639  3340           1  4506.00000        0  41        0  13  $87,333      No
## 2640  3341           0     0.00000        0  46        0   6 $111,916      No
## 2641  3342           0     0.00000        0  36        2  10  $37,452      No
## 2642  3343           0     0.00000        0  44        2  14  $23,683      No
## 2643  3344           1  3242.00000        0  61        0  14  $62,378      No
## 2644  3345           1  3246.00000        0  30        3  12  $26,315     Yes
## 2645  3346           0     0.00000        0  48        0  12  $57,529      No
## 2646  3347           0     0.00000        0  41        2  13  $11,124      No
## 2647  3349           0     0.00000        0  43        0  11 $203,511      No
## 2648  3351           0     0.00000        0  34        2  11  $13,343     Yes
## 2649  3352           0     0.00000        0  40        0   8  $74,053      No
## 2650  3353           0     0.00000        0  44        1  NA  $67,278      No
## 2651  3354           0     0.00000        0  32        3  17  $27,585      No
## 2652  3355           1  3565.00000        0  50        0   9  $72,665      No
## 2653  3356           1  3651.00000        1  39        1   9  $82,791     Yes
## 2654  3357           0     0.00000        0  66        0  10  $49,077      No
## 2655  3358           1  1496.00000        1  44        2   8  $42,408     Yes
## 2656  3360           1  6145.00000        0  31        1  10 $115,308      No
## 2657  3361           1  6571.00000        0  41        0   9 $173,557      No
## 2658  3362           0     0.00000        0  44        2  14  $69,639      No
## 2659  3363           1  3667.00000        0  22        3  11  $12,825     Yes
## 2660  3364           1 12072.10156        0  57        0   8  $43,288      No
## 2661  3365           1  4909.00000        1  58        2  15  $50,762     Yes
## 2662  3366           1  6581.00000        0  51        0  NA       $0      No
## 2663  3368           0     0.00000        0  49        0  NA  $56,116      No
## 2664  3369           0     0.00000        0  41        0   0       $0      No
## 2665  3370           1  3930.00000        0  49        0  11  $65,659      No
## 2666  3371           0     0.00000        0  49        0  10  $45,366      No
## 2667  3372           0     0.00000        1  47        0  12  $32,992      No
## 2668  3373           1  6597.00000        0  32        1  11  $42,139      No
## 2669  3374           1  2598.00000        1  40        2  12  $43,489     Yes
## 2670  3375           1  7407.00000        0  45        0  10  $57,627      No
## 2671  3377           0     0.00000        0  48        0  11  $78,940      No
## 2672  3379           0     0.00000        1  36        2  10  $32,666      No
## 2673  3380           0     0.00000        0  54        0   5  $57,706      No
## 2674  3381           0     0.00000        0  34        1  10  $83,792      No
## 2675  3382           1  2723.00000        2  41        2  15 $173,572      No
## 2676  3383           0     0.00000        0  56        0  15  $72,381      No
## 2677  3385           1  4517.00000        0  30        0  13  $67,793      No
## 2678  3389           0     0.00000        0  67        0  13 $104,421      No
## 2679  3392           0     0.00000        0  44        0   0       $0      No
## 2680  3393           0     0.00000        1  36        1   5 $103,076      No
## 2681  3394           0     0.00000        0  46        0  11  $27,703      No
## 2682  3395           0     0.00000        0  48        0  14  $54,691      No
## 2683  3397           0     0.00000        0  54        0  10 $193,786      No
## 2684  3399           0     0.00000        0  32        2  10  $40,536      No
## 2685  3400           0     0.00000        0  42        1  14  $84,250      No
## 2686  3401           1  4805.00000        0  73        0  14 $164,088      No
## 2687  3402           1  3146.00000        0  31        2  13  $33,470     Yes
## 2688  3403           0     0.00000        0  49        0   9  $36,306      No
## 2689  3405           1  1245.48315        1  37        2  11   $3,081     Yes
## 2690  3408           1   960.00000        0  35        1   0       $0     Yes
## 2691  3409           0     0.00000        0  57        0  13  $92,674      No
## 2692  3410           0     0.00000        0  49        0  12 $117,424      No
## 2693  3411           0     0.00000        4  59        4  18  $79,178      No
## 2694  3412           1 28706.33989        0  58        4  16  $78,397     Yes
## 2695  3413           0     0.00000        0  47        0  11  $50,282      No
## 2696  3415           0     0.00000        1  43        2  14  $37,898      No
## 2697  3416           0     0.00000        0  46        0  13               No
## 2698  3417           0     0.00000        0  45        0  NA   $4,786      No
## 2699  3418           1  1533.00000        0  47        0  NA  $50,603      No
## 2700  3420           0     0.00000        0  33        1   9  $46,867     Yes
## 2701  3421           0     0.00000        1  47        1  NA  $65,324      No
## 2702  3422           0     0.00000        0  46        0  12  $91,319      No
## 2703  3424           0     0.00000        0  43        3  16 $129,376      No
## 2704  3425           1  1592.70716        0  48        0  12  $60,281      No
## 2705  3426           1  3329.00000        0  27        1  13 $123,062     Yes
## 2706  3428           0     0.00000        1  36        2  14 $125,646      No
## 2707  3429           0     0.00000        0  35        0  10 $122,048      No
## 2708  3430           0     0.00000        0  37        0  12  $49,340      No
## 2709  3431           0     0.00000        2  41        2   9  $64,928      No
## 2710  3433           0     0.00000        0  49        0   7  $86,847      No
## 2711  3435           1  4017.00000        2  43        3  14  $31,713      No
## 2712  3436           1  5982.00000        0  54        0   0       $0      No
## 2713  3437           1  3702.00000        3  42        3   0       $0      No
## 2714  3439           0     0.00000        0  34        4  14  $59,907      No
## 2715  3440           0     0.00000        1  40        2  13  $21,411     Yes
## 2716  3441           0     0.00000        0  49        0  14 $275,392      No
## 2717  3444           0     0.00000        0  51        0  11 $142,545      No
## 2718  3445           0     0.00000        0  47        0  12  $61,880      No
## 2719  3446           1  7261.41610        0  53        0  15  $57,836      No
## 2720  3447           0     0.00000        0  50        0   0       $0      No
## 2721  3449           0     0.00000        0  43        0  11  $55,613      No
## 2722  3450           0     0.00000        0  40        0  11 $101,144      No
## 2723  3451           0     0.00000        0  64        0  17  $23,433      No
## 2724  3452           0     0.00000        0  30        1  13  $38,898      No
## 2725  3453           0     0.00000        0  61        0  NA  $66,433      No
## 2726  3454           0     0.00000        0  52        0  12  $68,564      No
## 2727  3455           0     0.00000        0  44        4  16  $58,069      No
## 2728  3457           0     0.00000        0  44        1  10  $70,103     Yes
## 2729  3458           0     0.00000        0  50        0  12  $53,129      No
## 2730  3459           0     0.00000        0  48        0  13   $3,798      No
## 2731  3460           0     0.00000        0  42        0   9 $115,584      No
## 2732  3461           1  9187.00000        0  52        0  11 $137,357      No
## 2733  3462           0     0.00000        0  51        0  11  $30,508      No
## 2734  3463           0     0.00000        0  51        0  13  $31,380      No
## 2735  3465           0     0.00000        0  35        0  10  $19,681      No
## 2736  3466           0     0.00000        2  37        3   9  $41,786      No
## 2737  3467           0     0.00000        0  35        3  16  $32,601      No
## 2738  3468           0     0.00000        0  39        2   6 $104,023      No
## 2739  3469           0     0.00000        0  34        2  14 $101,095      No
## 2740  3471           0     0.00000        0  44        2   0       $0      No
## 2741  3472           1  1333.00000        0  28        1  14  $61,941      No
## 2742  3473           1  6290.00000        0  59        0  14 $119,537      No
## 2743  3474           0     0.00000        0  43        0  14  $87,752      No
## 2744  3476           0     0.00000        0  31        2  NA $107,482      No
## 2745  3478           0     0.00000        0  40        2  14  $56,070      No
## 2746  3479           0     0.00000        0  40        3  NA  $46,395     Yes
## 2747  3480           1  3237.00000        0  49        0  13 $123,574      No
## 2748  3481           0     0.00000        0  44        2  10 $139,681      No
## 2749  3482           0     0.00000        0  49        0  15 $107,375      No
## 2750  3483           0     0.00000        0  37        0  12 $142,513      No
## 2751  3484           1 26699.21423        0  43        2  17  $36,179      No
## 2752  3485           1  2421.00000        0  33        3  14   $6,607      No
## 2753  3486           0     0.00000        0  62        0  14 $155,164      No
## 2754  3487           1  6857.00000        0  53        0  10  $72,291      No
## 2755  3488           0     0.00000        0  43        1  12  $55,086     Yes
## 2756  3489           1  3348.00000        1  40        3  NA       $0     Yes
## 2757  3491           0     0.00000        0  40        0  12  $37,076      No
## 2758  3492           0     0.00000        0  48        0  11  $47,513      No
## 2759  3494           1  2327.00000        0  36        1   0       $0     Yes
## 2760  3495           1  1850.00000        0  55        0   8 $149,254      No
## 2761  3496           0     0.00000        0  42        2  14  $97,484     Yes
## 2762  3497           0     0.00000        0  38        0   9 $101,267      No
## 2763  3498           1 17042.90849        0  33        1   9  $53,021     Yes
## 2764  3499           1 24493.91551        0  35        3  13  $48,386     Yes
## 2765  3500           1   856.00000        0  39        0  10  $82,598      No
## 2766  3501           0     0.00000        0  49        0  13  $63,687      No
## 2767  3503           0     0.00000        1  58        2  17 $100,886      No
## 2768  3504           1  9662.81552        0  67        0  13  $97,259      No
## 2769  3505           0     0.00000        0  32        3  NA       $0      No
## 2770  3506           1  5837.00000        0  51        0  12  $38,724      No
## 2771  3507           0     0.00000        0  34        1  12  $25,989      No
## 2772  3509           1  1762.00000        0  44        0  10 $155,143      No
## 2773  3510           0     0.00000        0  51        1  16  $23,640      No
## 2774  3511           0     0.00000        0  56        0  14 $128,950      No
## 2775  3512           0     0.00000        0  46        0  12  $34,671      No
## 2776  3513           1  3375.00000        0  52        0   4  $46,326      No
## 2777  3514           0     0.00000        1  44        2  12  $90,671     Yes
## 2778  3515           0     0.00000        0  46        0   8               No
## 2779  3518           0     0.00000        0  47        0  13 $109,533      No
## 2780  3519           0     0.00000        0  47        0  12 $189,392      No
## 2781  3520           1  1630.00000        1  36        3   0       $0      No
## 2782  3521           0     0.00000        0  51        0  10 $103,745      No
## 2783  3522           0     0.00000        2  38        2  12  $29,699      No
## 2784  3523           0     0.00000        0  52        0  14 $100,704      No
## 2785  3524           0     0.00000        0  56        0  11  $21,637      No
## 2786  3526           1  5567.00000        0  46        0   9  $35,586      No
## 2787  3527           0     0.00000        0  50        0   0       $0      No
## 2788  3528           0     0.00000        0  44        0  12 $124,219      No
## 2789  3529           0     0.00000        0  32        1  12               No
## 2790  3530           0     0.00000        0  43        0  12  $12,085      No
## 2791  3531           1  1834.00000        0  37        0  11  $93,766      No
## 2792  3533           0     0.00000        0  37        0  10 $182,713      No
## 2793  3534           1  2940.00000        0  32        2  10  $52,466      No
## 2794  3537           0     0.00000        0  49        0  15  $26,988      No
## 2795  3538           0     0.00000        0  52        0  NA $114,553      No
## 2796  3539           0     0.00000        0  51        0  10 $176,833      No
## 2797  3541           0     0.00000        0  47        0  11  $68,061      No
## 2798  3542           0     0.00000        0  58        0  10 $101,009      No
## 2799  3543           0     0.00000        0  50        0  12               No
## 2800  3544           0     0.00000        0  49        0  10  $86,986      No
## 2801  3545           0     0.00000        1  37        2  13  $48,377      No
## 2802  3546           0     0.00000        0  54        0  13 $144,681      No
## 2803  3548           0     0.00000        0  47        0  13  $55,920      No
## 2804  3549           0     0.00000        0  48        0  12  $42,156      No
## 2805  3551           0     0.00000        0  44        3   0       $0      No
## 2806  3552           0     0.00000        0  43        1   9 $110,954      No
## 2807  3553           0     0.00000        0  65        0  NA  $21,038      No
## 2808  3554           0     0.00000        0  30        3  16  $30,619      No
## 2809  3555           0     0.00000        2  51        0  13  $54,307      No
## 2810  3556           0     0.00000        0  47        0  12  $54,319      No
## 2811  3558           0     0.00000        0  37        0  10 $101,120      No
## 2812  3559           0     0.00000        0  64        0  15  $70,171      No
## 2813  3560           0     0.00000        0  35        3  13  $64,872      No
## 2814  3561           1  4436.00000        0  33        1  NA       $0      No
## 2815  3565           0     0.00000        0  46        0   0       $0      No
## 2816  3566           0     0.00000        0  48        0  11  $89,404      No
## 2817  3567           0     0.00000        0  52        0  14  $52,939      No
## 2818  3568           1  2002.00000        0  53        0   9  $30,047      No
## 2819  3569           1  3742.00000        0  37        0  12  $50,556      No
## 2820  3571           0     0.00000        0  35        2   9  $33,522     Yes
## 2821  3572           0     0.00000        0  40        0  11  $23,124      No
## 2822  3574           1 10145.49810        0  47        0  NA  $15,996      No
## 2823  3575           0     0.00000        0  61        0  13  $57,977      No
## 2824  3576           0     0.00000        0  49        0  11 $108,365      No
## 2825  3578           0     0.00000        0  52        0  12  $75,774      No
## 2826  3580           0     0.00000        1  41        1  10  $89,602      No
## 2827  3582           1  4281.00000        0  56        0  14  $58,247      No
## 2828  3583           0     0.00000        0  51        0  10  $18,205      No
## 2829  3584           0     0.00000        0  46        0  10  $85,479      No
## 2830  3585           1 29612.75086        0  45        0  13  $48,319      No
## 2831  3586           1  1431.00000        0  43        0   0       $0      No
## 2832  3588           1  2721.61227        0  36        0  11  $23,372      No
## 2833  3589           1  5509.00000        0  54        0  12   $9,123      No
## 2834  3590           0     0.00000        0  53        0   0       $0      No
## 2835  3591           1  4002.00000        0  48        0  12               No
## 2836  3592           1 18883.29619        0  31        1  11  $29,644      No
## 2837  3593           1  3183.00000        0  41        2  13  $35,256      No
## 2838  3594           0     0.00000        0  44        2  13  $26,763     Yes
## 2839  3595           0     0.00000        0  54        0  10  $81,465      No
## 2840  3596           0     0.00000        0  48        0  12 $106,742      No
## 2841  3597           0     0.00000        0  41        0   9  $41,619      No
## 2842  3598           0     0.00000        0  57        0  13  $62,226      No
## 2843  3599           0     0.00000        0  41        0  11  $71,303      No
## 2844  3600           0     0.00000        0  60        0  15  $91,519      No
## 2845  3601           0     0.00000        0  33        1  10  $70,565      No
## 2846  3603           0     0.00000        0  42        1  14 $151,927      No
## 2847  3604           0     0.00000        0  58        0  12  $33,680      No
## 2848  3605           1  4276.00000        2  59        2  15 $134,778      No
## 2849  3606           0     0.00000        0  33        1   0               No
## 2850  3607           0     0.00000        0  47        0   7  $53,215      No
## 2851  3608           1  6050.00000        0  42        3  17  $24,865      No
## 2852  3610           0     0.00000        0  40        0  12  $80,317      No
## 2853  3611           1  1398.00000        0  32        1   8   $8,659     Yes
## 2854  3613           1  3225.00000        0  22        1  10  $20,646     Yes
## 2855  3614           0     0.00000        0  63        0  15  $55,530      No
## 2856  3615           0     0.00000        0  34        1  11  $24,380      No
## 2857  3616           0     0.00000        0  41        0  12 $145,260      No
## 2858  3617           0     0.00000        0  42        0  10  $77,912      No
## 2859  3618           1  6188.00000        0  23        3   6   $5,822     Yes
## 2860  3619           1  2132.00000        0  60        2  19  $29,176      No
## 2861  3620           0     0.00000        1  45        2  15  $44,213     Yes
## 2862  3622           1 19784.52556        2  36        3  12  $20,178     Yes
## 2863  3623           0     0.00000        0  52        0  14               No
## 2864  3624           0     0.00000        0  37        0   0       $0      No
## 2865  3625           1  3568.00000        0  43        0   0       $0      No
## 2866  3626           0     0.00000        0  34        2  12  $17,069      No
## 2867  3627           1  3501.00000        2  42        3  15  $96,537      No
## 2868  3628           0     0.00000        0  45        0  14  $49,474      No
## 2869  3629           1  2793.00000        0  49        0  11 $214,189      No
## 2870  3630           0     0.00000        0  55        0  13 $264,481      No
## 2871  3631           0     0.00000        0  52        0  12 $130,476      No
## 2872  3632           1   863.00000        0  47        0   8               No
## 2873  3633           1  1748.00000        0  52        0  14  $63,482      No
## 2874  3634           0     0.00000        0  48        0  13   $7,379      No
## 2875  3635           0     0.00000        0  61        0  14  $78,094      No
## 2876  3636           1 29737.59828        0  33        1  11  $40,518     Yes
## 2877  3637           0     0.00000        0  43        0  15  $70,255      No
## 2878  3638           0     0.00000        0  48        0  13               No
## 2879  3639           1   754.96816        0  30        0  10  $27,803      No
## 2880  3640           0     0.00000        0  39        2  16  $94,726      No
## 2881  3641           1  3619.00000        2  45        2  10  $13,544      No
## 2882  3643           1  1205.00000        2  41        3   8  $88,887     Yes
## 2883  3644           0     0.00000        0  59        0  13  $41,301      No
## 2884  3645           0     0.00000        1  44        2  14  $52,857     Yes
## 2885  3646           0     0.00000        0  49        0  13 $154,736      No
## 2886  3648           1 39672.19573        0  37        2  12  $46,661     Yes
## 2887  3650           0     0.00000        0  38        0   0       $0      No
## 2888  3651           1 32037.63099        0  64        0  10  $83,033      No
## 2889  3652           0     0.00000        0  40        0   0       $0      No
## 2890  3653           1  3263.00000        0  40        0  11               No
## 2891  3655           0     0.00000        0  43        0  14  $28,890      No
## 2892  3656           0     0.00000        0  31        0   8 $190,945      No
## 2893  3657           0     0.00000        0  53        0  11  $84,435      No
## 2894  3658           0     0.00000        0  48        0  10  $49,693      No
## 2895  3659           0     0.00000        0  50        0  12   $7,971      No
## 2896  3661           0     0.00000        0  67        0  14  $40,863      No
## 2897  3662           1  3670.00000        0  42        2  NA               No
## 2898  3663           0     0.00000        1  38        2  12  $61,564      No
## 2899  3664           0     0.00000        0  48        0  13  $65,359      No
## 2900  3666           0     0.00000        0  35        2   7  $32,634     Yes
## 2901  3667           0     0.00000        0  44        2  10 $152,787     Yes
## 2902  3668           0     0.00000        0  40        0  10  $48,812      No
## 2903  3670           1 44916.10740        0  16        0  10  $50,100      No
## 2904  3671           0     0.00000        0  50        0  10 $367,030      No
## 2905  3672           0     0.00000        0  30        0   8  $52,120      No
## 2906  3674           0     0.00000        0  37        0  10  $11,754      No
## 2907  3676           0     0.00000        0  55        0  11  $43,180      No
## 2908  3677           0     0.00000        0  43        0  10  $69,301      No
## 2909  3679           0     0.00000        1  44        3   9   $4,701      No
## 2910  3681           0     0.00000        0  46        0  11  $19,313      No
## 2911  3682           0     0.00000        0  46        0  13 $153,458      No
## 2912  3683           0     0.00000        0  47        0   8   $9,898      No
## 2913  3684           1  3158.00000        0  33        4  14  $21,746      No
## 2914  3685           0     0.00000        0  48        0  10  $34,606      No
## 2915  3687           0     0.00000        0  34        1   9  $85,128     Yes
## 2916  3688           0     0.00000        0  35        0  11               No
## 2917  3689           0     0.00000        0  50        0  13  $15,545      No
## 2918  3690           0     0.00000        0  41        2  15 $129,236      No
## 2919  3691           0     0.00000        0  50        1  11  $37,967      No
## 2920  3692           0     0.00000        0  37        0  10 $138,854      No
## 2921  3694           0     0.00000        2  40        3  11  $52,068      No
## 2922  3695           1  1145.00000        0  52        0  10  $43,546      No
## 2923  3696           0     0.00000        0  39        0   0       $0      No
## 2924  3697           0     0.00000        0  54        0  14 $151,138      No
## 2925  3698           0     0.00000        0  49        0   9 $114,122      No
## 2926  3699           1  5064.00000        0  38        3  17  $77,830      No
## 2927  3700           0     0.00000        0  49        0  10  $45,187      No
## 2928  3701           1  2557.00000        0  36        1  13  $39,811      No
## 2929  3702           0     0.00000        0  32        2   0       $0     Yes
## 2930  3703           0     0.00000        0  58        0  12 $142,170      No
## 2931  3704           0     0.00000        0  37        0  13  $53,059      No
## 2932  3705           0     0.00000        0  50        0  10 $136,458      No
## 2933  3706           0     0.00000        0  51        0   9 $161,325      No
## 2934  3707           1  2473.58513        0  39        3  12  $69,394     Yes
## 2935  3708           1  4847.00000        0  42        0  11  $73,762      No
## 2936  3709           0     0.00000        0  66        0  12               No
## 2937  3711           0     0.00000        0  38        1  13  $93,831      No
## 2938  3712           0     0.00000        0  50        0  13               No
## 2939  3714           0     0.00000        0  54        0   8  $37,092      No
## 2940  3715           1  6325.12103        0  55        0  10  $42,680      No
## 2941  3716           0     0.00000        0  44        0  12  $97,624      No
## 2942  3717           0     0.00000        0  47        0  14 $107,406      No
## 2943  3719           1  4032.00000        0  27        1  11 $118,870     Yes
## 2944  3720           0     0.00000        0  50        0  13  $43,128      No
## 2945  3721           0     0.00000        0  43        0  10  $69,769      No
## 2946  3722           0     0.00000        0  46        0  NA  $67,410      No
## 2947  3723           1  1870.00000        0  48        0  14  $64,798      No
## 2948  3724           0     0.00000        0  44        3  15  $38,108      No
## 2949  3727           0     0.00000        0  46        0  12  $48,885      No
## 2950  3728           0     0.00000        1  63        1  15 $118,663      No
## 2951  3729           0     0.00000        0  46        0   8               No
## 2952  3730           0     0.00000        0  47        0   7  $22,213      No
## 2953  3731           0     0.00000        0  44        0  11  $95,091      No
## 2954  3732           0     0.00000        0  39        0  11  $14,782      No
## 2955  3733           0     0.00000        0  55        0   0       $0      No
## 2956  3734           0     0.00000        0  46        0  14  $65,060      No
## 2957  3735           1  2478.00000        0  58        0  13  $84,376      No
## 2958  3736           1  5250.00000        0  52        0   9  $87,455      No
## 2959  3737           0     0.00000        0  46        0  12  $67,711      No
## 2960  3738           1  5157.00000        0  49        0   0       $0      No
## 2961  3739           0     0.00000        0  28        0  11               No
## 2962  3740           0     0.00000        1  43        2  14  $94,682      No
## 2963  3741           0     0.00000        0  38        2   8  $43,851      No
## 2964  3742           0     0.00000        0  36        1   0       $0     Yes
## 2965  3743           0     0.00000        0  32        2   0       $0      No
## 2966  3744           0     0.00000        0  42        0  12   $9,109      No
## 2967  3745           0     0.00000        0  40        0  10  $74,871      No
## 2968  3746           0     0.00000        0  56        0  14  $54,286      No
## 2969  3748           0     0.00000        1  44        3  12  $44,893      No
## 2970  3749           1  3336.00000        0  42        0  13               No
## 2971  3750           1  2541.00000        0  NA        2   0              Yes
## 2972  3751           0     0.00000        0  34        1  15  $50,401      No
## 2973  3752           1  1858.00000        0  27        1  10  $20,972     Yes
## 2974  3755           0     0.00000        0  49        0   8  $22,059      No
## 2975  3756           0     0.00000        0  53        0  14 $109,437      No
## 2976  3757           0     0.00000        2  42        3  18  $63,737      No
## 2977  3758           0     0.00000        0  54        0  10 $235,075      No
## 2978  3759           1  2298.00000        0  33        0   5  $12,067      No
## 2979  3761           1  4390.00000        0  60        0  15   $1,007      No
## 2980  3762           0     0.00000        0  41        1  12     $218     Yes
## 2981  3764           0     0.00000        0  44        4  18  $96,210      No
## 2982  3766           0     0.00000        0  51        0  13  $43,406      No
## 2983  3767           0     0.00000        0  51        0  15  $92,962      No
## 2984  3768           0     0.00000        0  52        0  12  $50,853      No
## 2985  3770           0     0.00000        0  44        0  NA $108,375      No
## 2986  3772           1  6315.00000        0  47        0  14  $52,891      No
## 2987  3773           0     0.00000        3  38        3  15  $27,419      No
## 2988  3774           0     0.00000        0  48        0  13  $43,136      No
## 2989  3775           0     0.00000        0  51        0  12  $30,969      No
## 2990  3776           0     0.00000        0  51        0   0               No
## 2991  3777           1  4905.00000        2  45        2  10  $75,209     Yes
## 2992  3778           0     0.00000        0  48        0  14  $43,996      No
## 2993  3779           0     0.00000        0  42        0   7  $70,141      No
## 2994  3780           0     0.00000        0  47        0  11  $25,674      No
## 2995  3781           1  2856.00000        0  61        0   3  $23,111      No
## 2996  3782           0     0.00000        0  49        0  14  $57,070      No
## 2997  3783           0     0.00000        0  46        0   8   $5,740      No
## 2998  3785           0     0.00000        1  32        2  11  $26,933      No
## 2999  3786           0     0.00000        0  46        1   9  $49,680     Yes
## 3000  3788           0     0.00000        0  40        2   1  $50,298      No
## 3001  3789           1  7865.00000        3  43        4  10  $71,905     Yes
## 3002  3790           1  1718.00000        0  32        4   0       $0     Yes
## 3003  3791           0     0.00000        0  32        2  13   $8,404      No
## 3004  3792           0     0.00000        0  48        0  10  $83,419      No
## 3005  3793           0     0.00000        0  37        1  11  $11,629      No
## 3006  3795           1  2357.00000        0  32        2  11  $21,357     Yes
## 3007  3797           0     0.00000        0  35        0  12 $104,948      No
## 3008  3799           0     0.00000        0  51        0   9  $72,961      No
## 3009  3800           1  5900.00000        0  41        0  13  $57,615      No
## 3010  3801           0     0.00000        0  40        0  12  $20,574      No
## 3011  3802           0     0.00000        1  36        2   0       $0      No
## 3012  3803           0     0.00000        0  49        0   0       $0      No
## 3013  3804           0     0.00000        0  49        0   0       $0      No
## 3014  3805           0     0.00000        0  39        3   9  $45,789     Yes
## 3015  3806           0     0.00000        0  28        3   9  $94,863     Yes
## 3016  3807           1  3642.00000        1  45        2   8  $48,819      No
## 3017  3808           0     0.00000        0  46        0  10               No
## 3018  3810           0     0.00000        2  60        3  13   $8,855      No
## 3019  3811           0     0.00000        1  40        3  10  $80,052     Yes
## 3020  3813           1  1143.85485        0  43        0  11               No
## 3021  3814           0     0.00000        0  46        0  13  $66,030      No
## 3022  3815           1  3752.00000        0  57        3  19  $95,811     Yes
## 3023  3816           1 45987.12316        0  45        0  14  $35,403      No
## 3024  3817           0     0.00000        0  45        0  11  $80,601      No
## 3025  3818           0     0.00000        0  44        2  13  $10,638      No
## 3026  3820           1   878.00000        0  47        0  11  $85,729      No
## 3027  3821           0     0.00000        0  40        3  10  $15,519     Yes
## 3028  3822           0     0.00000        0  33        1   0       $0      No
## 3029  3823           1  7628.00000        2  39        2  13  $25,444     Yes
## 3030  3824           0     0.00000        0  35        0  12  $98,324      No
## 3031  3825           1  4036.00000        0  31        1   3  $19,230     Yes
## 3032  3826           0     0.00000        1  42        2  14  $11,617      No
## 3033  3827           0     0.00000        0  55        0  13 $137,657      No
## 3034  3829           0     0.00000        0  39        0   9               No
## 3035  3830           1  5059.00000        0  34        3  15  $42,284     Yes
## 3036  3832           0     0.00000        0  60        0  13  $58,463      No
## 3037  3834           0     0.00000        0  31        0   8  $23,533      No
## 3038  3835           1   991.08188        3  43        3   0       $0      No
## 3039  3836           0     0.00000        0  44        0  11 $181,640      No
## 3040  3838           0     0.00000        0  55        0  13  $46,227      No
## 3041  3840           1  4080.00000        0  40        0  12  $37,128      No
## 3042  3841           0     0.00000        0  38        1  11 $112,581      No
## 3043  3842           0     0.00000        2  45        2  17  $34,890      No
## 3044  3844           0     0.00000        0  40        0  10  $40,956      No
## 3045  3845           0     0.00000        0  46        0  NA $175,117      No
## 3046  3847           0     0.00000        0  23        2   0       $0      No
## 3047  3848           0     0.00000        0  38        0  12 $103,323      No
## 3048  3849           0     0.00000        0  46        0  10 $256,870      No
## 3049  3850           0     0.00000        0  59        0  14  $89,636      No
## 3050  3851           1  2240.00000        0  44        3  11  $70,452     Yes
## 3051  3852           1  4104.00000        0  60        0  12 $249,589      No
## 3052  3853           0     0.00000        0  53        0  NA  $95,044      No
## 3053  3855           0     0.00000        0  30        1  10  $17,455     Yes
## 3054  3856           0     0.00000        0  65        0  15  $64,980      No
## 3055  3857           1  6916.00000        0  44        0  NA $219,768      No
## 3056  3858           1  4522.00000        0  35        2  13  $58,228     Yes
## 3057  3859           0     0.00000        1  39        2  14  $36,532      No
## 3058  3860           0     0.00000        0  46        0   8  $39,238      No
## 3059  3862           1  3694.00000        0  44        0  13  $21,789      No
## 3060  3863           1  7205.00000        0  40        3  14  $18,886      No
## 3061  3865           0     0.00000        0  57        0  11 $186,610      No
## 3062  3866           0     0.00000        0  30        0   9  $31,374      No
## 3063  3867           1  2870.00000        0  57        2  17  $76,123      No
## 3064  3871           0     0.00000        2  45        2  11 $102,264     Yes
## 3065  3872           0     0.00000        0  49        0   7 $226,422      No
## 3066  3873           0     0.00000        0  30        2  12  $61,164      No
## 3067  3874           0     0.00000        0  41        2  13  $50,542      No
## 3068  3875           0     0.00000        0  49        0  12 $116,040      No
## 3069  3876           0     0.00000        0  50        0   3  $87,719      No
## 3070  3877           0     0.00000        0  51        1  11  $66,501      No
## 3071  3878           0     0.00000        0  53        0  13  $95,455      No
## 3072  3879           0     0.00000        2  40        3   0       $0     Yes
## 3073  3880           1  4447.00000        0  61        0   9  $59,563      No
## 3074  3881           0     0.00000        0  52        0  11  $63,967      No
## 3075  3882           0     0.00000        0  41        0  NA  $27,907      No
## 3076  3884           0     0.00000        0  42        2  NA  $80,054     Yes
## 3077  3885           1  1937.00000        0  51        0  11  $52,967      No
## 3078  3887           0     0.00000        0  54        0   8  $77,051      No
## 3079  3888           0     0.00000        0  59        0  14               No
## 3080  3890           0     0.00000        0  40        0   0       $0      No
## 3081  3891           0     0.00000        0  39        3  NA  $11,009     Yes
## 3082  3892           0     0.00000        0  53        0   0       $0      No
## 3083  3893           0     0.00000        0  46        0  12  $51,225      No
## 3084  3895           0     0.00000        0  30        2  NA $134,792     Yes
## 3085  3896           0     0.00000        0  37        2   9  $30,287      No
## 3086  3897           0     0.00000        0  35        0   4  $60,075      No
## 3087  3898           1  2040.00000        1  42        1  11  $52,898     Yes
## 3088  3899           0     0.00000        0  56        0  NA  $44,259      No
## 3089  3900           0     0.00000        0  58        0  13  $69,214      No
## 3090  3901           0     0.00000        0  50        0  12 $107,047      No
## 3091  3902           0     0.00000        0  46        0  11  $16,369      No
## 3092  3903           0     0.00000        0  56        0  12  $97,775      No
## 3093  3904           0     0.00000        0  39        0  13  $36,241      No
## 3094  3905           0     0.00000        0  41        2  12   $1,954      No
## 3095  3906           0     0.00000        0  46        0  11  $26,601      No
## 3096  3908           1  6570.44729        0  43        0  13  $67,891      No
## 3097  3909           1  3294.00000        2  57        2   9   $9,763     Yes
## 3098  3911           0     0.00000        0  48        0  11  $82,709      No
## 3099  3912           1 14385.98987        0  34        1   0       $0      No
## 3100  3915           0     0.00000        0  39        0  11  $93,612      No
## 3101  3916           0     0.00000        0  50        0  14  $26,537      No
## 3102  3917           0     0.00000        0  52        0  12  $91,300      No
## 3103  3918           0     0.00000        0  39        0  12               No
## 3104  3919           0     0.00000        0  48        0  13  $31,114      No
## 3105  3920           0     0.00000        0  33        3   8  $31,530     Yes
## 3106  3922           1  3040.00000        0  44        0   5  $51,172      No
## 3107  3924           0     0.00000        0  27        3  12  $19,255     Yes
## 3108  3925           0     0.00000        0  41        3   0       $0      No
## 3109  3926           0     0.00000        0  49        0   8  $47,965      No
## 3110  3927           0     0.00000        0  49        0   5  $38,170      No
## 3111  3928           0     0.00000        0  54        0  12  $84,096      No
## 3112  3930           0     0.00000        2  38        2   0       $0     Yes
## 3113  3933           0     0.00000        0  46        0   8  $66,251      No
## 3114  3934           1  2932.00000        0  37        0  11  $27,509      No
## 3115  3935           0     0.00000        0  45        2  NA  $77,203     Yes
## 3116  3936           0     0.00000        0  40        0  10 $133,623      No
## 3117  3938           0     0.00000        0  51        0   7  $13,659      No
## 3118  3939           1  3531.00000        0  46        0   8  $35,995      No
## 3119  3940           1  3373.00000        0  24        1  10   $5,427      No
## 3120  3941           0     0.00000        1  41        2  13  $43,704      No
## 3121  3942           0     0.00000        0  44        0  12 $151,991      No
## 3122  3944           1  4759.00000        0  35        3   8               No
## 3123  3945           0     0.00000        0  63        0   9  $87,516      No
## 3124  3946           1  3604.00000        0  63        0   0       $0      No
## 3125  3947           0     0.00000        1  42        2  15  $30,939      No
## 3126  3948           1  4496.00000        0  49        0  11  $99,488      No
## 3127  3949           0     0.00000        0  50        0  12  $14,600      No
## 3128  3950           1  8192.63633        0  41        0   0       $0      No
## 3129  3951           0     0.00000        0  61        0   6  $46,826      No
## 3130  3952           0     0.00000        1  40        4  16 $138,736     Yes
## 3131  3953           0     0.00000        0  52        0   6  $21,802      No
## 3132  3954           0     0.00000        0  53        0  14  $66,062      No
## 3133  3955           0     0.00000        0  35        0   8  $17,569      No
## 3134  3958           0     0.00000        0  50        0  14  $81,493      No
## 3135  3959           0     0.00000        0  48        0  10  $58,368      No
## 3136  3960           0     0.00000        0  33        1  15  $72,731      No
## 3137  3962           1  5257.00000        0  29        1  11  $72,438     Yes
## 3138  3963           0     0.00000        0  47        0  NA $133,675      No
## 3139  3964           1  2956.00000        0  45        0   0       $0      No
## 3140  3965           0     0.00000        0  38        0  14  $68,328      No
## 3141  3966           0     0.00000        0  30        0  10  $74,725      No
## 3142  3967           0     0.00000        0  42        0  11  $14,795      No
## 3143  3968           1  2432.00000        0  64        0   5  $46,598      No
## 3144  3969           0     0.00000        1  44        3  12 $179,607      No
## 3145  3970           0     0.00000        1  45        1  11  $78,599     Yes
## 3146  3972           1  5899.00000        0  43        0   0       $0      No
## 3147  3973           1  2392.00000        3  43        4  13  $42,554     Yes
## 3148  3974           1  3127.00000        0  48        0  11 $106,668      No
## 3149  3975           0     0.00000        0  45        0  13 $226,674      No
## 3150  3976           0     0.00000        0  33        1  11  $46,376      No
## 3151  3977           0     0.00000        0  54        0  12 $133,408      No
## 3152  3978           0     0.00000        0  54        0   0       $0      No
## 3153  3979           0     0.00000        0  26        0   0       $0      No
## 3154  3980           0     0.00000        0  50        0  13  $43,218      No
## 3155  3981           0     0.00000        0  36        0  11  $25,087      No
## 3156  3982           0     0.00000        0  38        0  13  $92,395      No
## 3157  3983           1   868.00000        0  38        0   0       $0      No
## 3158  3984           0     0.00000        0  30        1  10              Yes
## 3159  3985           0     0.00000        0  45        0  13  $86,603      No
## 3160  3986           0     0.00000        0  36        0   8  $78,948      No
## 3161  3987           0     0.00000        0  55        0  13 $113,700      No
## 3162  3988           1  2136.00000        0  31        1   7   $3,594      No
## 3163  3989           0     0.00000        0  39        0  12  $38,924      No
## 3164  3990           0     0.00000        0  42        3  14 $182,462      No
## 3165  3991           1   663.00000        2  40        2  14  $58,000      No
## 3166  3992           0     0.00000        0  49        0   8   $1,133      No
## 3167  3993           0     0.00000        0  48        0  13 $156,918      No
## 3168  3994           1  3361.00000        0  47        0  10  $52,412      No
## 3169  3995           0     0.00000        0  60        0   0       $0      No
## 3170  3996           1  2885.00000        0  32        0   0       $0      No
## 3171  3997           0     0.00000        0  51        0  12  $50,375      No
## 3172  3998           1 14755.30118        1  42        3   5  $21,042     Yes
## 3173  3999           1  1026.00000        0  32        2  10  $27,053     Yes
## 3174  4000           0     0.00000        0  46        0  10  $59,110      No
## 3175  4001           0     0.00000        0  47        0   7 $115,008      No
## 3176  4002           0     0.00000        0  52        0   0       $0      No
## 3177  4003           0     0.00000        0  50        0   7  $63,724      No
## 3178  4007           0     0.00000        0  37        0   8  $72,447      No
## 3179  4008           0     0.00000        0  54        0  11  $43,385      No
## 3180  4009           0     0.00000        0  56        0  10  $31,093      No
## 3181  4010           0     0.00000        0  41        0  NA  $74,187      No
## 3182  4012           0     0.00000        0  54        0  14  $38,999      No
## 3183  4015           0     0.00000        0  37        0  14  $61,517      No
## 3184  4018           1 18959.94066        0  39        0   6               No
## 3185  4019           0     0.00000        0  39        0   9  $61,567      No
## 3186  4021           0     0.00000        0  44        0  13  $89,292      No
## 3187  4023           0     0.00000        0  53        0  16  $20,618      No
## 3188  4024           0     0.00000        0  36        2  12   $2,647     Yes
## 3189  4025           0     0.00000        0  49        0  13  $35,867      No
## 3190  4027           1  1452.00000        0  43        3   0       $0      No
## 3191  4028           0     0.00000        1  38        1   8  $40,662      No
## 3192  4029           1  3318.00000        0  60        0  17  $38,391      No
## 3193  4030           0     0.00000        0  53        0  12  $45,308      No
## 3194  4031           1  4542.00000        0  38        0  11               No
## 3195  4033           0     0.00000        0  52        0  14  $84,091      No
## 3196  4034           0     0.00000        0  52        0  13 $146,001      No
## 3197  4035           0     0.00000        0  53        0   0       $0      No
## 3198  4036           0     0.00000        0  44        0  10  $72,118      No
## 3199  4037           0     0.00000        0  58        0  NA  $61,077      No
## 3200  4038           0     0.00000        0  35        3  11  $81,630      No
## 3201  4039           0     0.00000        0  51        0   8               No
## 3202  4040           0     0.00000        0  54        0   0       $0      No
## 3203  4041           0     0.00000        0  73        3  NA $116,520      No
## 3204  4042           0     0.00000        0  46        0  15  $36,079      No
## 3205  4044           1  8748.27882        0  35        1  13  $22,021     Yes
## 3206  4046           0     0.00000        0  31        1  13  $39,489      No
## 3207  4047           0     0.00000        0  47        0  13  $63,367      No
## 3208  4049           0     0.00000        0  39        0   9               No
## 3209  4050           0     0.00000        2  61        2  13  $48,734      No
## 3210  4053           0     0.00000        0  52        0  12  $54,096      No
## 3211  4054           0     0.00000        0  46        0  11  $50,863      No
## 3212  4055           1  3535.00000        0  36        0  11     $158      No
## 3213  4057           0     0.00000        0  43        3  15  $39,432      No
## 3214  4058           0     0.00000        0  43        0   0       $0      No
## 3215  4060           0     0.00000        0  52        0   9 $151,150      No
## 3216  4061           0     0.00000        0  27        0   9  $81,474      No
## 3217  4062           1  1646.00000        0  55        0  12  $26,088      No
## 3218  4063           0     0.00000        0  53        0  13  $97,531      No
## 3219  4064           0     0.00000        0  31        1   0       $0      No
## 3220  4065           0     0.00000        0  46        0  11  $45,045      No
## 3221  4066           0     0.00000        0  53        0  15 $106,622      No
## 3222  4067           0     0.00000        0  46        0  14 $103,884      No
## 3223  4068           0     0.00000        0  48        0  11               No
## 3224  4070           0     0.00000        0  42        2  14               No
## 3225  4071           0     0.00000        0  52        0  13 $101,282      No
## 3226  4072           1 23303.63524        0  54        0  NA  $21,866      No
## 3227  4073           0     0.00000        0  58        4  16  $46,214      No
## 3228  4075           0     0.00000        1  43        3  10  $40,232      No
## 3229  4078           0     0.00000        0  35        3  13   $1,344      No
## 3230  4080           0     0.00000        2  41        2  13  $34,056      No
## 3231  4082           1  5457.00000        0  38        4  14  $40,248      No
## 3232  4083           0     0.00000        0  44        0   8  $67,813      No
## 3233  4084           0     0.00000        0  28        1  10  $16,045     Yes
## 3234  4085           0     0.00000        0  46        0   9  $59,838      No
## 3235  4086           1  6228.00000        0  50        0  13  $35,097      No
## 3236  4087           0     0.00000        0  51        0  10 $117,809      No
## 3237  4089           0     0.00000        0  45        0  13  $59,958      No
## 3238  4090           0     0.00000        0  57        0  13 $196,889      No
## 3239  4091           0     0.00000        1  41        2  13  $58,963      No
## 3240  4092           0     0.00000        0  55        0  13 $234,568      No
## 3241  4093           0     0.00000        0  44        0   8               No
## 3242  4094           0     0.00000        0  42        2  13   $7,313      No
## 3243  4095           0     0.00000        0  42        0  11  $23,937      No
## 3244  4096           0     0.00000        0  46        0   6 $140,113      No
## 3245  4097           0     0.00000        0  47        0  10  $71,976      No
## 3246  4098           1  4685.00000        0  39        0   8  $28,924      No
## 3247  4099           1   539.35584        0  37        3  14  $40,924     Yes
## 3248  4100           0     0.00000        0  52        0  11  $19,421      No
## 3249  4101           0     0.00000        0  47        0  11 $125,125      No
## 3250  4102           0     0.00000        0  53        0   0       $0      No
## 3251  4103           0     0.00000        0  49        0  12               No
## 3252  4104           0     0.00000        0  42        3  15  $74,549     Yes
## 3253  4106           0     0.00000        0  47        0   7  $69,560      No
## 3254  4107           0     0.00000        0  38        0  14  $57,936      No
## 3255  4108           0     0.00000        0  55        0  12  $58,163      No
## 3256  4109           0     0.00000        0  42        0  12  $91,845      No
## 3257  4110           1  4696.00000        0  50        0  12  $47,991      No
## 3258  4111           1  2355.00000        0  42        0  10  $41,293      No
## 3259  4112           0     0.00000        1  45        2   9  $19,917     Yes
## 3260  4113           1  3065.00000        0  41        0   6   $9,536      No
## 3261  4114           0     0.00000        0  46        0   0       $0      No
## 3262  4115           0     0.00000        0  34        1  11  $44,572     Yes
## 3263  4116           0     0.00000        0  46        0   8 $102,092      No
## 3264  4117           0     0.00000        0  60        0  13  $38,395      No
## 3265  4118           1 32203.36227        0  46        0   7  $50,252      No
## 3266  4119           1  1279.61288        1  42        1  12  $14,705     Yes
## 3267  4120           1  3007.00000        0  57        0   8  $81,767      No
## 3268  4121           0     0.00000        0  50        0   0       $0      No
## 3269  4122           1  4539.00000        0  25        1   9  $71,207      No
## 3270  4123           0     0.00000        0  40        1  13 $113,747      No
## 3271  4124           0     0.00000        0  53        0  15 $186,173      No
## 3272  4126           0     0.00000        0  35        0   8  $33,522      No
## 3273  4127           0     0.00000        0  35        2  13  $55,262      No
## 3274  4128           0     0.00000        0  55        0  13   $9,619      No
## 3275  4129           1  2727.00000        1  59        2  14  $27,823      No
## 3276  4130           1  7893.00000        0  38        1  17  $14,098      No
## 3277  4131           0     0.00000        3  44        4  10  $73,724     Yes
## 3278  4132           0     0.00000        1  40        2  11  $43,098     Yes
## 3279  4133           0     0.00000        0  54        0  11  $36,231      No
## 3280  4135           0     0.00000        0  51        0   6 $101,320      No
## 3281  4136           0     0.00000        0  58        0  14  $89,858      No
## 3282  4137           0     0.00000        0  50        0  13  $57,387      No
## 3283  4138           0     0.00000        0  29        1  11  $87,621      No
## 3284  4140           1  2041.00000        0  45        2  12               No
## 3285  4141           0     0.00000        1  43        1  11  $71,724     Yes
## 3286  4142           1  2078.00000        0  46        0   7  $60,551      No
## 3287  4143           0     0.00000        0  36        0   9  $51,353      No
## 3288  4144           1  6004.00000        0  60        0  12  $45,038      No
## 3289  4145           0     0.00000        0  33        1  11   $9,981      No
## 3290  4147           0     0.00000        0  45        0  13  $87,420      No
## 3291  4148           1  1901.00000        0  37        0  12  $38,128      No
## 3292  4150           0     0.00000        0  52        0   8  $21,727      No
## 3293  4152           0     0.00000        0  36        0   4   $2,411      No
## 3294  4153           0     0.00000        0  57        0  14 $144,342      No
## 3295  4154           0     0.00000        0  49        0  12  $46,336      No
## 3296  4156           0     0.00000        0  46        0  10  $50,117      No
## 3297  4158           0     0.00000        0  62        0  14               No
## 3298  4159           1  5094.99607        0  45        0  NA  $73,326      No
## 3299  4160           0     0.00000        0  41        0   0       $0      No
## 3300  4161           1   843.00000        0  39        0  12  $87,416      No
## 3301  4162           0     0.00000        0  53        0  NA  $77,352      No
## 3302  4163           1  1294.00000        1  45        3  10  $15,796      No
## 3303  4164           1 13875.34478        0  58        0  NA   $1,102      No
## 3304  4165           0     0.00000        1  49        0   6 $137,537      No
## 3305  4166           0     0.00000        0  48        0  10  $14,882      No
## 3306  4167           0     0.00000        0  58        0  15  $98,573      No
## 3307  4169           0     0.00000        0  49        0  14  $47,796      No
## 3308  4171           0     0.00000        0  55        1  15 $114,134      No
## 3309  4172           0     0.00000        0  43        2  18  $36,945      No
## 3310  4173           0     0.00000        1  36        2   0       $0      No
## 3311  4175           0     0.00000        2  41        2  13  $34,056      No
## 3312  4176           0     0.00000        0  37        2  13  $31,722     Yes
## 3313  4177           0     0.00000        0  53        0  10  $24,904      No
## 3314  4178           0     0.00000        0  46        0  13  $36,607      No
## 3315  4180           0     0.00000        0  39        0  14  $57,550      No
## 3316  4181           0     0.00000        0  57        0  10  $58,924      No
## 3317  4182           0     0.00000        0  50        0   8  $33,870      No
## 3318  4183           1  1215.00000        0  54        0  12               No
## 3319  4184           1  6889.00000        0  39        2   7  $12,236      No
## 3320  4186           1  4193.00000        0  48        0  12  $59,146      No
## 3321  4187           1  1008.76673        0  47        0  NA  $62,486      No
## 3322  4188           0     0.00000        0  48        0  11  $89,404      No
## 3323  4189           0     0.00000        0  33        0  11  $91,549      No
## 3324  4190           0     0.00000        0  52        0  NA  $35,259      No
## 3325  4191           0     0.00000        0  44        3  12  $69,620      No
## 3326  4192           0     0.00000        3  43        3  15  $41,394      No
## 3327  4193           1  6409.00000        0  29        3  15  $45,828     Yes
## 3328  4194           0     0.00000        0  41        0  11  $85,056      No
## 3329  4195           0     0.00000        0  48        0  13 $132,869      No
## 3330  4196           0     0.00000        0  49        0  13  $90,468      No
## 3331  4197           0     0.00000        0  45        2   1  $42,133      No
## 3332  4198           1 14929.03142        1  37        1  12 $152,060     Yes
## 3333  4200           0     0.00000        0  62        0  15  $94,344      No
## 3334  4201           0     0.00000        0  49        0  11   $6,004      No
## 3335  4202           0     0.00000        0  38        2  14   $9,617      No
## 3336  4203           0     0.00000        0  31        3  13  $99,412     Yes
## 3337  4204           0     0.00000        0  48        0  13 $120,483      No
## 3338  4206           0     0.00000        0  51        0  11  $64,292      No
## 3339  4207           0     0.00000        0  44        0   9  $76,589      No
## 3340  4209           0     0.00000        0  54        0  13  $24,397      No
## 3341  4210           0     0.00000        0  32        2   0               No
## 3342  4213           0     0.00000        0  42        0  10  $74,484      No
## 3343  4214           0     0.00000        0  39        0  11  $59,995      No
## 3344  4216           0     0.00000        0  40        2  11 $195,506     Yes
## 3345  4218           0     0.00000        0  57        0  NA  $53,339      No
## 3346  4220           0     0.00000        2  43        2  10   $1,764      No
## 3347  4221           0     0.00000        0  49        0  14 $122,265      No
## 3348  4222           0     0.00000        0  50        0   0       $0      No
## 3349  4223           0     0.00000        2  38        3  15               No
## 3350  4224           1  2986.00000        0  38        2  12  $81,024      No
## 3351  4225           0     0.00000        0  33        1  12 $120,665      No
## 3352  4228           0     0.00000        0  50        0  NA  $29,139      No
## 3353  4230           0     0.00000        0  47        0   0       $0      No
## 3354  4232           0     0.00000        0  38        3   9  $48,606      No
## 3355  4234           0     0.00000        0  56        0  11               No
## 3356  4235           0     0.00000        0  51        0  16 $133,469      No
## 3357  4236           0     0.00000        0  48        0  11 $124,487      No
## 3358  4238           0     0.00000        0  33        0  13  $72,968      No
## 3359  4239           0     0.00000        1  44        1  13               No
## 3360  4240           0     0.00000        0  35        0  13  $59,555      No
## 3361  4241           0     0.00000        0  29        1  NA  $92,948      No
## 3362  4242           0     0.00000        0  40        0   9  $49,182      No
## 3363  4244           1  1698.00000        0  55        0  15  $86,268      No
## 3364  4245           0     0.00000        0  49        0  11  $68,711      No
## 3365  4246           0     0.00000        0  42        0  12  $50,519      No
## 3366  4247           0     0.00000        0  41        0  12  $23,327      No
## 3367  4249           0     0.00000        0  45        0  12  $63,117      No
## 3368  4250           0     0.00000        0  51        0  15  $85,317      No
## 3369  4251           1  6393.00000        0  38        0   8  $58,530      No
## 3370  4252           0     0.00000        0  29        1   8  $83,557     Yes
## 3371  4253           0     0.00000        0  55        0  13  $76,118      No
## 3372  4254           0     0.00000        0  52        0  12  $66,436      No
## 3373  4256           0     0.00000        0  57        0  12 $188,536      No
## 3374  4257           0     0.00000        1  56        2  14 $198,720      No
## 3375  4258           0     0.00000        0  42        0  14 $120,315      No
## 3376  4259           0     0.00000        0  36        0  12 $111,446      No
## 3377  4260           0     0.00000        0  35        0  12 $101,956      No
## 3378  4261           1  3159.00000        0  57        2  15 $148,443     Yes
## 3379  4263           0     0.00000        0  42        1  11  $38,189     Yes
## 3380  4264           0     0.00000        0  34        2  15  $42,463     Yes
## 3381  4265           0     0.00000        0  46        0  18  $57,870      No
## 3382  4267           0     0.00000        0  46        0  13 $109,609      No
## 3383  4269           1  5236.00000        0  34        3  16  $61,220      No
## 3384  4271           1  5686.00000        0  45        0  13  $44,492      No
## 3385  4272           0     0.00000        0  67        1  NA  $55,289     Yes
## 3386  4274           0     0.00000        0  50        0  14  $41,988      No
## 3387  4275           1  5692.00000        1  44        2  17 $204,668     Yes
## 3388  4278           0     0.00000        0  29        1   0       $0      No
## 3389  4280           0     0.00000        0  55        0  12  $39,482      No
## 3390  4281           0     0.00000        0  36        0   8  $99,247      No
## 3391  4282           0     0.00000        0  43        0   6  $24,411      No
## 3392  4283           1  4045.00000        0  52        0   0       $0      No
## 3393  4284           1 13351.89444        0  31        4  15  $20,555      No
## 3394  4285           1  2944.00000        0  53        0  12  $44,438      No
## 3395  4286           0     0.00000        3  42        3   6  $19,502      No
## 3396  4287           0     0.00000        0  42        0  13  $19,835      No
## 3397  4288           1  1022.46120        0  26        2  14  $10,730      No
## 3398  4289           0     0.00000        1  45        1   8 $114,905      No
## 3399  4290           0     0.00000        0  37        0  10  $97,916      No
## 3400  4291           0     0.00000        0  38        0  13  $77,505      No
## 3401  4292           0     0.00000        0  40        0   8  $31,678      No
## 3402  4293           0     0.00000        0  45        2  13  $39,163      No
## 3403  4294           0     0.00000        1  39        1  10               No
## 3404  4295           0     0.00000        0  45        0  12  $52,244      No
## 3405  4296           0     0.00000        0  55        0  15  $41,882      No
## 3406  4297           0     0.00000        0  59        0   7 $150,956      No
## 3407  4298           0     0.00000        0  51        0   8  $42,597      No
## 3408  4300           1  6074.00000        0  35        0  13  $40,457      No
## 3409  4301           1  2421.00000        0  54        0   0       $0      No
## 3410  4302           1  2890.00000        2  41        2   8   $3,604     Yes
## 3411  4303           0     0.00000        0  35        0   9 $142,997      No
## 3412  4304           0     0.00000        0  23        2   9  $68,687     Yes
## 3413  4305           0     0.00000        0  43        2   9  $63,644     Yes
## 3414  4306           1  1941.00000        0  31        1  12  $32,381     Yes
## 3415  4307           0     0.00000        0  48        0  10 $108,267      No
## 3416  4308           0     0.00000        0  61        0   0       $0      No
## 3417  4309           0     0.00000        0  58        1  16 $235,986      No
## 3418  4310           0     0.00000        0  42        1  10  $37,438     Yes
## 3419  4311           1  5542.00000        0  48        0  14   $7,505      No
## 3420  4312           1  4049.00000        0  49        0   9  $75,772      No
## 3421  4314           1  4767.00000        0  50        0  11  $53,210      No
## 3422  4315           0     0.00000        0  38        0  NA               No
## 3423  4316           0     0.00000        0  32        1  NA       $0      No
## 3424  4317           0     0.00000        1  56        3  18  $14,757      No
## 3425  4318           0     0.00000        0  50        0  10 $101,296      No
## 3426  4319           0     0.00000        0  55        0  15  $19,532      No
## 3427  4320           0     0.00000        0  42        4  14  $22,225     Yes
## 3428  4321           0     0.00000        0  48        0   3  $54,239      No
## 3429  4323           1  6836.25699        0  51        0   0       $0      No
## 3430  4325           0     0.00000        0  62        0  13  $69,874      No
## 3431  4326           0     0.00000        3  40        3  14   $4,885      No
## 3432  4327           0     0.00000        0  28        1  11  $30,877      No
## 3433  4329           1  3762.00000        1  40        3  16 $189,555      No
## 3434  4330           1  7783.00000        0  37        2  14  $14,055      No
## 3435  4332           0     0.00000        0  47        0  14  $43,779      No
## 3436  4333           0     0.00000        0  34        1   0       $0      No
## 3437  4334           1  3090.00000        0  29        0   7  $11,954      No
## 3438  4336           0     0.00000        0  47        0   9  $95,398      No
## 3439  4339           0     0.00000        0  59        0   7 $150,956      No
## 3440  4340           0     0.00000        0  57        0  NA $144,876      No
## 3441  4341           0     0.00000        0  46        0   9  $57,049      No
## 3442  4342           1  2585.00000        0  51        0  13  $55,727      No
## 3443  4344           0     0.00000        1  43        1  11  $73,247     Yes
## 3444  4345           1  5063.00000        0  63        0   0       $0      No
## 3445  4346           0     0.00000        0  42        1  12  $48,915     Yes
## 3446  4348           1  5865.00000        0  24        1   8  $12,871     Yes
## 3447  4349           0     0.00000        0  36        0   0       $0      No
## 3448  4350           0     0.00000        0  29        1  13  $30,447      No
## 3449  4351           0     0.00000        0  55        0   9 $188,788      No
## 3450  4352           0     0.00000        0  54        0   7  $82,395      No
## 3451  4353           1  7746.00000        0  45        0   0       $0      No
## 3452  4354           0     0.00000        0  44        1  14 $250,286      No
## 3453  4356           0     0.00000        0  40        2  10  $31,993     Yes
## 3454  4358           0     0.00000        0  32        3  14  $35,793     Yes
## 3455  4360           1  3794.00000        0  59        0  14  $71,197      No
## 3456  4361           0     0.00000        0  52        0  12  $97,336      No
## 3457  4363           1  5074.00000        2  66        2  15  $33,644      No
## 3458  4364           1  4019.00000        0  35        0   9  $69,592      No
## 3459  4365           0     0.00000        0  61        0  11  $24,049      No
## 3460  4366           1  5640.00000        0  NA        3  12  $16,227      No
## 3461  4367           0     0.00000        0  60        0  12  $37,940      No
## 3462  4369           1   571.00000        0  59        0   9  $79,380      No
## 3463  4370           0     0.00000        0  55        0  11 $112,423      No
## 3464  4371           1  5732.00000        0  32        3  12  $66,841     Yes
## 3465  4372           0     0.00000        0  48        0   0       $0      No
## 3466  4373           1  2370.00000        0  26        1   0       $0      No
## 3467  4376           0     0.00000        2  43        3   0       $0     Yes
## 3468  4377           0     0.00000        2  41        2  12  $64,957      No
## 3469  4379           0     0.00000        0  52        0  10 $101,637      No
## 3470  4380           1  2979.00000        0  31        2  12  $17,567     Yes
## 3471  4382           0     0.00000        0  57        0  10 $162,165      No
## 3472  4383           0     0.00000        0  46        0  11  $73,644      No
## 3473  4384           0     0.00000        0  46        0  13  $19,270      No
## 3474  4385           0     0.00000        0  34        1  12  $56,113      No
## 3475  4386           0     0.00000        1  37        1   7 $102,769      No
## 3476  4388           0     0.00000        2  42        3  14  $32,808      No
## 3477  4389           0     0.00000        1  42        3  12   $9,671      No
## 3478  4390           0     0.00000        0  51        0  12  $70,846      No
## 3479  4391           0     0.00000        0  36        0  12  $32,252      No
## 3480  4392           0     0.00000        0  39        0  12  $66,962      No
## 3481  4393           0     0.00000        1  45        3  15  $79,586      No
## 3482  4394           0     0.00000        1  40        2  14  $26,555      No
## 3483  4395           0     0.00000        0  56        0   9  $68,800      No
## 3484  4396           0     0.00000        0  56        0  10 $199,336      No
## 3485  4397           1   599.00000        0  34        3  14  $56,095      No
## 3486  4398           0     0.00000        0  54        0  16  $72,540      No
## 3487  4399           0     0.00000        1  44        1  11  $26,653     Yes
## 3488  4401           0     0.00000        3  40        3  12 $109,956     Yes
## 3489  4402           0     0.00000        0  53        0   8 $109,230      No
## 3490  4403           1  4582.00000        0  52        0  11  $38,442      No
## 3491  4404           0     0.00000        0  36        0  11  $78,379      No
## 3492  4405           0     0.00000        0  38        0  11  $19,207      No
## 3493  4406           0     0.00000        0  42        0  12 $109,919      No
## 3494  4407           0     0.00000        0  55        0  15 $121,913      No
## 3495  4408           0     0.00000        0  51        0   8  $52,395      No
## 3496  4409           0     0.00000        0  21        1  12     $360     Yes
## 3497  4410           0     0.00000        0  40        0  11  $38,957      No
## 3498  4411           1  4790.00000        0  57        2  16   $6,018     Yes
## 3499  4412           1  2375.00000        0  33        1   8  $32,708     Yes
## 3500  4413           0     0.00000        0  51        0   6  $72,037      No
## 3501  4414           0     0.00000        0  58        0  12  $95,447      No
## 3502  4415           0     0.00000        2  37        3  15  $18,784     Yes
## 3503  4416           1  4580.00000        0  37        1   0       $0     Yes
## 3504  4417           0     0.00000        0  54        0  13  $20,058      No
## 3505  4418           0     0.00000        0  46        0   9 $136,301      No
## 3506  4419           0     0.00000        0  51        0  14 $188,841      No
## 3507  4420           0     0.00000        0  37        1  11  $92,633      No
## 3508  4421           1  3887.00000        2  36        3   9  $20,765     Yes
## 3509  4422           0     0.00000        0  49        0   0       $0      No
## 3510  4425           0     0.00000        0  60        0  12  $79,245      No
## 3511  4426           0     0.00000        1  39        1  11  $97,766     Yes
## 3512  4427           1  6603.00000        0  53        0  11  $32,956      No
## 3513  4429           0     0.00000        0  54        0  10 $107,553      No
## 3514  4430           0     0.00000        1  46        0  13  $64,030      No
## 3515  4431           1  2386.00000        1  42        2  13              Yes
## 3516  4432           0     0.00000        0  46        0  12 $214,653      No
## 3517  4434           0     0.00000        1  44        2  15  $90,939      No
## 3518  4435           0     0.00000        0  38        0  10  $95,197      No
## 3519  4438           0     0.00000        0  35        2  12  $21,075     Yes
## 3520  4440           0     0.00000        0  37        0   8  $32,497      No
## 3521  4441           0     0.00000        0  47        0  11  $14,359      No
## 3522  4442           0     0.00000        0  51        0  13  $27,450      No
## 3523  4443           0     0.00000        0  50        0  12  $23,773      No
## 3524  4444           0     0.00000        0  51        0   7 $105,194      No
## 3525  4445           0     0.00000        0  27        0   6  $58,576      No
## 3526  4446           0     0.00000        0  22        2   8  $33,571     Yes
## 3527  4447           0     0.00000        1  42        3  14  $68,330     Yes
## 3528  4448           0     0.00000        0  51        0   8 $185,019      No
## 3529  4450           1 19013.39803        0  41        0   7  $78,866      No
## 3530  4451           0     0.00000        1  41        1  14  $57,073      No
## 3531  4452           0     0.00000        0  62        0  12  $69,331      No
## 3532  4453           1  3918.00000        0  60        0  13 $128,275      No
## 3533  4454           0     0.00000        0  48        0  13 $132,114      No
## 3534  4455           0     0.00000        0  59        0  12  $12,359      No
## 3535  4457           0     0.00000        0  48        0  10  $84,647      No
## 3536  4458           0     0.00000        0  33        2   9 $120,322     Yes
## 3537  4459           0     0.00000        0  55        0  13  $59,543      No
## 3538  4460           0     0.00000        0  55        0  16  $18,244      No
## 3539  4461           1  1212.00000        0  43        2  NA  $69,476     Yes
## 3540  4462           0     0.00000        0  50        0  12  $43,892      No
## 3541  4464           1  5184.00000        0  48        0  11  $56,814      No
## 3542  4465           0     0.00000        0  32        3  13  $35,119     Yes
## 3543  4466           0     0.00000        0  49        0  NA $143,719      No
## 3544  4470           0     0.00000        0  57        0  14 $134,837      No
## 3545  4471           0     0.00000        0  58        0  12  $30,360      No
## 3546  4474           0     0.00000        0  45        0  11  $55,573      No
## 3547  4475           0     0.00000        0  39        0  11  $80,021      No
## 3548  4477           1  3587.00000        0  52        0  NA  $52,626      No
## 3549  4478           1  6651.00000        0  35        0  11 $116,870      No
## 3550  4479           0     0.00000        0  46        0   0       $0      No
## 3551  4480           0     0.00000        0  40        0  10  $52,856      No
## 3552  4481           0     0.00000        0  40        1  NA  $83,891      No
## 3553  4482           0     0.00000        0  55        0  14 $253,058      No
## 3554  4483           0     0.00000        0  41        0  11  $97,614      No
## 3555  4484           0     0.00000        0  33        1   0       $0      No
## 3556  4485           1  3968.00000        2  57        3  15 $106,465      No
## 3557  4486           0     0.00000        0  41        0  10  $55,714      No
## 3558  4487           0     0.00000        0  39        0  11 $140,275      No
## 3559  4488           0     0.00000        0  50        0  12  $45,215      No
## 3560  4489           1  8927.00000        0  43        2   0       $0      No
## 3561  4490           0     0.00000        0  37        0  11  $29,058      No
## 3562  4491           0     0.00000        0  54        0  13               No
## 3563  4492           0     0.00000        0  50        0   0       $0      No
## 3564  4493           0     0.00000        0  54        0  NA  $52,383      No
## 3565  4494           0     0.00000        0  60        0  15  $35,390      No
## 3566  4495           0     0.00000        0  47        0  11 $243,751      No
## 3567  4496           0     0.00000        0  29        4  14  $33,572     Yes
## 3568  4497           1  4579.00000        2  44        3  13  $18,154      No
## 3569  4498           0     0.00000        0  61        0  13 $103,293      No
## 3570  4499           0     0.00000        0  51        0  NA $152,156      No
## 3571  4501           1  2091.00000        0  38        0  13  $15,252      No
## 3572  4502           0     0.00000        0  49        0  17  $34,127      No
## 3573  4503           0     0.00000        0  32        0   6  $11,898      No
## 3574  4504           0     0.00000        0  51        1   0       $0      No
## 3575  4505           1  5613.00000        0  48        0  11  $49,035      No
## 3576  4506           0     0.00000        0  38        0   9 $178,356      No
## 3577  4507           1   196.14682        3  38        3  17   $3,151      No
## 3578  4508           0     0.00000        0  42        0  11  $59,598      No
## 3579  4510           0     0.00000        2  44        2  NA  $61,616      No
## 3580  4511           0     0.00000        0  48        0  12  $46,839      No
## 3581  4512           0     0.00000        0  59        0  14  $23,892      No
## 3582  4514           0     0.00000        0  52        0   0       $0      No
## 3583  4515           1  6357.00000        1  45        1  13  $34,675      No
## 3584  4516           0     0.00000        0  33        0  12  $40,071      No
## 3585  4517           1  8349.00000        1  38        3  15              Yes
## 3586  4518           0     0.00000        0  33        1  11  $18,196      No
## 3587  4519           0     0.00000        0  48        0   8  $78,254      No
## 3588  4520           0     0.00000        0  53        0   9  $96,093      No
## 3589  4522           0     0.00000        0  46        0   5  $75,983      No
## 3590  4523           0     0.00000        0  40        0   9  $64,032      No
## 3591  4524           0     0.00000        0  35        0  NA               No
## 3592  4525           1  3231.00000        0  59        0  17 $320,127      No
## 3593  4526           1  3428.48499        0  30        3  15   $9,361      No
## 3594  4528           0     0.00000        0  62        0  15 $189,238      No
## 3595  4529           1   108.74150        0  47        0   0       $0      No
## 3596  4531           0     0.00000        0  52        0  14  $52,829      No
## 3597  4534           1  4078.00000        0  31        1  11  $58,391      No
## 3598  4537           1  4308.00000        0  30        1  10  $32,809      No
## 3599  4538           1    95.56732        0  40        0  NA               No
## 3600  4539           0     0.00000        0  43        0   8  $33,403      No
## 3601  4540           0     0.00000        0  50        0  11  $96,762      No
## 3602  4541           0     0.00000        0  64        0  10  $15,878      No
## 3603  4543           0     0.00000        0  47        0  13  $28,966      No
## 3604  4544           0     0.00000        0  45        0  12 $107,327      No
## 3605  4545           1  1222.00000        0  43        2  12     $636     Yes
## 3606  4546           1  6767.00000        0  62        1   0       $0      No
## 3607  4547           0     0.00000        0  42        2  12  $67,644      No
## 3608  4548           1  2467.00000        4  45        5   0       $0     Yes
## 3609  4549           0     0.00000        0  50        0  14 $100,094      No
## 3610  4550           0     0.00000        0  36        0  10  $52,720      No
## 3611  4552           0     0.00000        0  54        0   6  $52,182      No
## 3612  4553           1  2493.00000        0  28        4   0       $0     Yes
## 3613  4556           0     0.00000        0  51        0  NA  $26,416      No
## 3614  4557           0     0.00000        0  55        0   9 $244,905      No
## 3615  4558           0     0.00000        3  43        3   6  $35,313      No
## 3616  4559           0     0.00000        0  50        0  10               No
## 3617  4560           1   698.00000        0  50        0   0       $0      No
## 3618  4561           0     0.00000        0  36        0  11  $84,674      No
## 3619  4562           0     0.00000        0  50        0  12  $77,559      No
## 3620  4563           1  4487.00000        0  27        3  NA $104,575     Yes
## 3621  4565           0     0.00000        0  52        0  15  $74,468      No
## 3622  4566           0     0.00000        0  60        0  15  $40,092      No
## 3623  4567           0     0.00000        0  51        0  13 $188,187      No
## 3624  4568           0     0.00000        0  43        0  11  $45,289      No
## 3625  4569           1  3674.00000        1  43        2  10 $112,450     Yes
## 3626  4570           0     0.00000        0  27        0  13  $98,136      No
## 3627  4571           0     0.00000        0  48        0  14 $113,886      No
## 3628  4574           0     0.00000        0  53        0   6  $32,073      No
## 3629  4575           0     0.00000        0  35        0  11  $51,912      No
## 3630  4576           0     0.00000        0  37        0  NA  $29,002      No
## 3631  4578           1  1325.00000        0  35        0  NA $149,937      No
## 3632  4580           0     0.00000        0  48        0  16 $203,751      No
## 3633  4581           0     0.00000        0  52        0  10  $74,203      No
## 3634  4582           0     0.00000        0  38        0   9  $47,604      No
## 3635  4585           0     0.00000        0  36        0   9 $111,961      No
## 3636  4586           0     0.00000        0  45        0   7  $73,240      No
## 3637  4587           0     0.00000        0  28        2  NA  $29,802      No
## 3638  4588           0     0.00000        0  45        3   8 $107,202      No
## 3639  4589           0     0.00000        0  56        0   9 $140,205      No
## 3640  4590           1  8609.00000        0  43        2  13  $55,274      No
## 3641  4591           0     0.00000        0  52        0  11  $74,620      No
## 3642  4592           1  5200.00000        0  32        2   0       $0      No
## 3643  4593           0     0.00000        0  51        0   0       $0      No
## 3644  4594           0     0.00000        0  50        0  13  $74,366      No
## 3645  4595           0     0.00000        0  59        0  14 $264,817      No
## 3646  4597           1  2118.00000        0  61        0  13  $28,350      No
## 3647  4598           1  5722.00000        0  29        0   8   $5,292      No
## 3648  4600           1  2419.00000        0  42        1  11  $61,415      No
## 3649  4601           1  3909.00000        0  48        0  NA               No
## 3650  4602           0     0.00000        0  36        0   9 $102,382      No
## 3651  4603           0     0.00000        0  44        1  16  $60,398      No
## 3652  4604           0     0.00000        0  46        0  11 $146,882      No
## 3653  4605           0     0.00000        0  54        0  10 $114,434      No
## 3654  4606           1  2703.00000        1  40        3  13  $72,551     Yes
## 3655  4608           0     0.00000        1  57        2   0               No
## 3656  4611           0     0.00000        0  41        2  14              Yes
## 3657  4612           0     0.00000        0  39        0  12  $75,121      No
## 3658  4613           0     0.00000        0  33        4  14  $39,156     Yes
## 3659  4614           0     0.00000        0  48        0  10  $48,837      No
## 3660  4615           0     0.00000        0  49        0  15  $94,464      No
## 3661  4618           0     0.00000        1  44        3  14  $27,508     Yes
## 3662  4619           0     0.00000        0  33        4  12 $110,125      No
## 3663  4620           0     0.00000        0  57        2  13  $94,167     Yes
## 3664  4621           0     0.00000        1  45        2  11  $39,978      No
## 3665  4622           1  3842.00000        0  55        0   9  $51,811      No
## 3666  4623           0     0.00000        0  35        2  14  $27,396      No
## 3667  4624           0     0.00000        0  41        0  13  $69,083      No
## 3668  4625           0     0.00000        0  54        0   9   $5,340      No
## 3669  4626           0     0.00000        0  46        0  15  $91,685      No
## 3670  4627           0     0.00000        0  52        0  10  $26,116      No
## 3671  4628           0     0.00000        0  31        0  13  $80,861      No
## 3672  4629           0     0.00000        0  36        0   0       $0      No
## 3673  4630           0     0.00000        0  51        0   3  $93,268      No
## 3674  4631           1  4452.00000        0  51        0  10  $31,860      No
## 3675  4632           1  5272.00000        1  43        1  13               No
## 3676  4634           0     0.00000        0  34        2   3   $6,953     Yes
## 3677  4635           0     0.00000        0  54        0  15  $82,465      No
## 3678  4636           0     0.00000        2  44        3  13  $76,922      No
## 3679  4637           0     0.00000        0  52        0  NA  $95,833      No
## 3680  4639           0     0.00000        0  58        0  13  $84,608      No
## 3681  4640           0     0.00000        0  53        0   0       $0      No
## 3682  4642           1  4171.00000        0  36        0  12  $69,714      No
## 3683  4643           0     0.00000        0  53        0   8  $51,802      No
## 3684  4644           1  1204.00000        0  38        1   8  $97,114     Yes
## 3685  4645           0     0.00000        0  33        2  11  $77,951     Yes
## 3686  4646           0     0.00000        0  21        1  12     $360     Yes
## 3687  4647           0     0.00000        0  32        3  12   $5,768     Yes
## 3688  4648           0     0.00000        0  53        0   0       $0      No
## 3689  4649           1  7324.00000        0  49        0  14   $4,216      No
## 3690  4650           0     0.00000        0  51        0  15  $11,070      No
## 3691  4651           1  3278.00000        0  45        0  11 $186,027      No
## 3692  4652           0     0.00000        0  66        0  12  $83,827      No
## 3693  4654           1  2424.00000        0  37        0  10  $85,504      No
## 3694  4656           0     0.00000        0  48        0   7 $100,218      No
## 3695  4657           0     0.00000        0  36        3  15   $7,585      No
## 3696  4658           0     0.00000        0  48        0   0       $0      No
## 3697  4660           0     0.00000        0  56        2  11 $133,949      No
## 3698  4661           0     0.00000        0  53        0  13  $17,424      No
## 3699  4662           0     0.00000        0  50        0   0       $0      No
## 3700  4663           0     0.00000        0  50        0  14  $55,246      No
## 3701  4664           0     0.00000        0  46        0  12 $116,634      No
## 3702  4665           1  4995.00000        0  59        0  15  $68,526      No
## 3703  4666           0     0.00000        0  53        0  12  $16,536      No
## 3704  4667           1  6435.00000        0  38        1  11  $48,484      No
## 3705  4668           0     0.00000        0  43        0   9  $77,488      No
## 3706  4670           0     0.00000        2  45        4  18  $37,986      No
## 3707  4671           0     0.00000        0  42        3   9  $43,834     Yes
## 3708  4672           0     0.00000        0  34        1  13  $95,438      No
## 3709  4673           0     0.00000        1  44        3  12  $69,785      No
## 3710  4674           1  3279.00000        0  42        0   6 $126,381      No
## 3711  4675           0     0.00000        0  35        2  11 $116,036     Yes
## 3712  4676           0     0.00000        0  52        0   8  $63,346      No
## 3713  4677           0     0.00000        0  49        0   9  $24,894      No
## 3714  4679           0     0.00000        0  51        0  12  $78,387      No
## 3715  4680           0     0.00000        0  54        0  12  $58,360      No
## 3716  4681           0     0.00000        0  34        5  17  $24,795      No
## 3717  4682           0     0.00000        0  37        2  11 $135,035      No
## 3718  4683           0     0.00000        0  44        2  14  $79,557      No
## 3719  4684           0     0.00000        0  57        0  17 $102,493      No
## 3720  4687           0     0.00000        0  52        0  12  $30,775      No
## 3721  4688           1  2401.00000        0  43        0  NA  $45,909      No
## 3722  4689           1  7803.00000        0  56        0  13 $210,660      No
## 3723  4690           0     0.00000        0  55        0  12  $42,357      No
## 3724  4692           1  5336.00000        0  38        2   0       $0      No
## 3725  4693           1  2251.00000        0  65        0  15  $13,880      No
## 3726  4694           0     0.00000        0  48        0  11  $79,916      No
## 3727  4696           1  3819.00000        1  42        2   0       $0     Yes
## 3728  4697           0     0.00000        0  47        0  11   $8,575      No
## 3729  4699           0     0.00000        0  32        3  16  $53,770      No
## 3730  4701           0     0.00000        0  47        0  14  $14,096      No
## 3731  4702           0     0.00000        0  68        1  13               No
## 3732  4703           0     0.00000        0  35        0  10  $45,651      No
## 3733  4704           0     0.00000        0  47        0  10 $105,960      No
## 3734  4705           0     0.00000        0  43        0  11  $74,635      No
## 3735  4706           1  3705.00000        0  50        0  10  $58,945      No
## 3736  4707           0     0.00000        0  40        0  11  $90,832      No
## 3737  4708           0     0.00000        0  40        0  NA  $76,913      No
## 3738  4709           0     0.00000        0  42        0  10  $14,356      No
## 3739  4710           0     0.00000        0  39        1   6  $68,004     Yes
## 3740  4712           0     0.00000        1  42        2  13  $45,060      No
## 3741  4713           0     0.00000        0  25        0  12  $75,966      No
## 3742  4714           1  4408.00000        0  52        0  11  $54,983      No
## 3743  4715           0     0.00000        0  37        0   9  $26,816      No
## 3744  4716           0     0.00000        0  46        0  12 $128,083      No
## 3745  4717           0     0.00000        0  50        0  12  $21,477      No
## 3746  4718           0     0.00000        0  48        0  14   $1,613      No
## 3747  4719           0     0.00000        0  33        3   0       $0      No
## 3748  4720           1  3334.00000        0  44        0   9  $61,958      No
## 3749  4721           0     0.00000        2  45        2  14               No
## 3750  4723           0     0.00000        0  31        0  12  $46,948      No
## 3751  4724           0     0.00000        0  57        0  16  $39,907      No
## 3752  4725           0     0.00000        0  47        0  13  $75,622      No
## 3753  4726           1  3886.00000        0  31        1  10   $8,247     Yes
## 3754  4728           0     0.00000        0  43        0  10  $35,511      No
## 3755  4729           0     0.00000        0  40        0   7  $52,898      No
## 3756  4730           0     0.00000        1  36        2   0       $0     Yes
## 3757  4731           1  2936.00000        0  55        0  12 $111,708      No
## 3758  4732           0     0.00000        0  51        0  11 $118,786      No
## 3759  4733           0     0.00000        1  39        2  14  $58,154      No
## 3760  4734           0     0.00000        0  55        1  16  $97,765      No
## 3761  4735           1  5544.00000        0  48        0  13     $312      No
## 3762  4736           0     0.00000        0  44        0  14  $67,071      No
## 3763  4737           1 32363.24175        0  68        0  10  $76,821      No
## 3764  4738           1  2841.57048        0  47        0  13 $109,533      No
## 3765  4739           1  5704.00000        1  48        1  11  $75,741     Yes
## 3766  4740           0     0.00000        0  51        0   7 $232,256      No
## 3767  4741           0     0.00000        0  49        0   0       $0      No
## 3768  4742           0     0.00000        0  35        0  10     $367      No
## 3769  4743           1  5759.66825        0  58        0   0       $0      No
## 3770  4744           0     0.00000        0  38        0   5  $29,879      No
## 3771  4745           1  2096.00000        0  45        0   9  $22,741      No
## 3772  4746           0     0.00000        0  50        0   9               No
## 3773  4747           0     0.00000        4  70        4  18  $48,622      No
## 3774  4748           0     0.00000        0  54        0   7  $48,697      No
## 3775  4749           0     0.00000        0  44        2  10  $89,607     Yes
## 3776  4750           0     0.00000        0  40        1  13  $20,676      No
## 3777  4751           0     0.00000        0  38        0  10  $93,898      No
## 3778  4752           1  2550.00000        0  48        0  15  $67,876      No
## 3779  4753           1  5470.00000        2  45        3  14   $4,910      No
## 3780  4754           0     0.00000        1  45        2  15  $64,916      No
## 3781  4755           0     0.00000        0  43        0   8  $51,566      No
## 3782  4757           0     0.00000        0  48        0  14  $54,691      No
## 3783  4758           0     0.00000        2  41        3  14  $56,820      No
## 3784  4759           0     0.00000        0  63        0  15  $26,921      No
## 3785  4760           0     0.00000        0  45        0  14 $238,874      No
## 3786  4761           0     0.00000        0  34        1  15               No
## 3787  4764           0     0.00000        0  55        0  15  $81,427      No
## 3788  4765           0     0.00000        0  57        0  14  $89,632      No
## 3789  4767           1  6932.00000        2  37        2  13  $27,964     Yes
## 3790  4768           0     0.00000        0  41        0  11  $54,113      No
## 3791  4769           1  2910.00000        0  41        2  16  $66,119      No
## 3792  4771           0     0.00000        0  57        0  13 $119,975      No
## 3793  4772           0     0.00000        0  52        0  14  $86,469      No
## 3794  4773           0     0.00000        0  40        0  12   $9,984      No
## 3795  4774           0     0.00000        0  39        0   0       $0      No
## 3796  4775           1 26672.64503        0  42        0  10  $47,114      No
## 3797  4776           1  3379.00000        0  38        1  11  $51,551      No
## 3798  4777           0     0.00000        0  58        0  16               No
## 3799  4778           0     0.00000        0  31        1   7     $654      No
## 3800  4779           0     0.00000        0  49        0   1  $34,920      No
## 3801  4780           1  2292.00000        0  37        0   0       $0      No
## 3802  4781           0     0.00000        3  45        4  17  $19,421      No
## 3803  4782           1  1288.00000        0  31        1   9  $54,009     Yes
## 3804  4783           0     0.00000        0  36        2   0       $0     Yes
## 3805  4785           1  3640.00000        0  42        0  10  $75,013      No
## 3806  4786           0     0.00000        0  44        1  13  $35,475      No
## 3807  4787           0     0.00000        0  33        0   3  $91,431      No
## 3808  4788           0     0.00000        0  41        0  11  $96,880      No
## 3809  4789           0     0.00000        1  44        2  10  $53,245     Yes
## 3810  4790           1  3801.00000        0  32        1  11  $34,660     Yes
## 3811  4792           0     0.00000        0  63        0  NA               No
## 3812  4793           0     0.00000        0  54        0  13  $88,985      No
## 3813  4794           0     0.00000        0  47        0   0       $0      No
## 3814  4796           0     0.00000        0  27        3  15  $29,008      No
## 3815  4797           0     0.00000        0  51        0  16  $17,398      No
## 3816  4798           0     0.00000        0  30        4   9  $66,708      No
## 3817  4800           0     0.00000        1  40        2   0       $0     Yes
## 3818  4801           0     0.00000        0  38        3   9  $67,053     Yes
## 3819  4803           0     0.00000        0  55        0  12  $43,293      No
## 3820  4804           0     0.00000        0  40        0  14  $42,420      No
## 3821  4806           1  4037.00000        0  55        0  11  $83,304      No
## 3822  4807           1  3236.00000        0  30        0   9  $21,313      No
## 3823  4808           0     0.00000        0  38        3  13  $33,219      No
## 3824  4809           0     0.00000        0  53        0  14  $97,958      No
## 3825  4810           0     0.00000        0  38        0  12  $82,078      No
## 3826  4811           1  2998.00000        1  36        2   0       $0     Yes
## 3827  4812           1  5126.00000        3  43        3   0       $0      No
## 3828  4813           0     0.00000        0  32        2  NA  $71,791      No
## 3829  4815           0     0.00000        0  41        2  14  $51,550     Yes
## 3830  4818           0     0.00000        0  53        0  16 $148,193      No
## 3831  4819           1  1902.00000        1  45        2   9  $13,996      No
## 3832  4820           0     0.00000        0  52        0   7  $94,024      No
## 3833  4821           0     0.00000        0  49        0  14  $97,447      No
## 3834  4823           0     0.00000        0  50        0   8               No
## 3835  4824           1  6031.00000        0  49        0   6  $61,068      No
## 3836  4825           0     0.00000        0  42        1  13  $15,881      No
## 3837  4826           1  1704.00000        0  53        0   9  $47,793      No
## 3838  4828           0     0.00000        0  45        0  NA  $19,599      No
## 3839  4829           1  1731.00000        0  29        3  13               No
## 3840  4830           1  1798.00000        0  57        0  13  $53,329      No
## 3841  4831           0     0.00000        0  49        0  12  $70,688      No
## 3842  4832           0     0.00000        0  40        0  10  $73,600      No
## 3843  4834           0     0.00000        0  55        0  14  $76,991      No
## 3844  4835           0     0.00000        0  47        0  10  $78,942      No
## 3845  4837           0     0.00000        1  43        1   9  $32,555      No
## 3846  4838           1  2829.00000        0  38        2   0       $0      No
##      HOME_VAL MSTATUS SEX     EDUCATION           JOB TRAVTIME    CAR_USE
## 1          $0    z_No   M           PhD  Professional       14    Private
## 2    $257,252    z_No   M z_High School z_Blue Collar       22 Commercial
## 3    $124,191     Yes z_F z_High School      Clerical        5    Private
## 4    $306,251     Yes   M  <High School z_Blue Collar       32    Private
## 5    $243,925     Yes z_F           PhD        Doctor       36    Private
## 6          $0    z_No z_F     Bachelors z_Blue Collar       46 Commercial
## 7                 Yes z_F  <High School z_Blue Collar       33    Private
## 8    $333,680     Yes   M     Bachelors z_Blue Collar       44 Commercial
## 9          $0    z_No z_F     Bachelors      Clerical       34    Private
## 10         $0    z_No   M     Bachelors  Professional       48 Commercial
## 11         $0    z_No z_F       Masters        Lawyer       15    Private
## 12   $209,970     Yes z_F       Masters  Professional       36    Private
## 13   $180,232     Yes   M     Bachelors       Manager       25 Commercial
## 14         $0    z_No   M           PhD                     64 Commercial
## 15   $106,859     Yes z_F  <High School    Home Maker       48    Private
## 16   $180,951    z_No z_F     Bachelors      Clerical       43    Private
## 17   $192,207     Yes   M       Masters        Lawyer       42    Private
## 18    $91,875     Yes z_F       Masters        Lawyer       27    Private
## 19    $93,797     Yes z_F  <High School      Clerical       48    Private
## 20   $170,598     Yes z_F z_High School z_Blue Collar       29 Commercial
## 21                Yes   M  <High School z_Blue Collar       52 Commercial
## 22   $282,904     Yes z_F       Masters        Lawyer       36    Private
## 23         $0    z_No z_F  <High School z_Blue Collar       29    Private
## 24    $82,344     Yes z_F z_High School    Home Maker        8    Private
## 25   $225,962     Yes z_F     Bachelors  Professional       27    Private
## 26   $118,160     Yes z_F z_High School      Clerical       26    Private
## 27   $219,378     Yes   M     Bachelors       Manager       16    Private
## 28         $0    z_No z_F     Bachelors      Clerical       26    Private
## 29    $98,777     Yes z_F       Masters    Home Maker       15    Private
## 30   $163,444     Yes   M     Bachelors      Clerical       30    Private
## 31   $230,340     Yes z_F     Bachelors  Professional       37    Private
## 32   $286,113    z_No   M       Masters                     12 Commercial
## 33   $202,839     Yes   M     Bachelors z_Blue Collar       38 Commercial
## 34    $63,827     Yes z_F           PhD    Home Maker       65    Private
## 35   $311,980    z_No z_F           PhD        Doctor       18    Private
## 36   $138,823     Yes z_F z_High School      Clerical       47    Private
## 37   $418,785     Yes z_F       Masters                     38 Commercial
## 38   $343,410     Yes z_F           PhD        Doctor       10    Private
## 39    $87,925    z_No z_F z_High School       Student       48 Commercial
## 40         $0     Yes   M     Bachelors       Student       22 Commercial
## 41   $270,555     Yes z_F     Bachelors       Manager       40    Private
## 42         $0    z_No z_F z_High School      Clerical       44    Private
## 43   $186,418     Yes   M     Bachelors      Clerical        5 Commercial
## 44   $154,493     Yes   M     Bachelors       Student       62 Commercial
## 45         $0     Yes z_F z_High School       Student       35 Commercial
## 46   $343,700     Yes   M       Masters  Professional       36    Private
## 47   $183,383     Yes z_F z_High School      Clerical       33    Private
## 48   $152,894     Yes   M  <High School      Clerical       40    Private
## 49               z_No   M       Masters        Lawyer       10    Private
## 50         $0    z_No   M  <High School z_Blue Collar       20 Commercial
## 51   $134,164     Yes z_F z_High School    Home Maker       37    Private
## 52   $164,852     Yes   M     Bachelors       Manager       30    Private
## 53   $196,368     Yes z_F       Masters        Lawyer       50    Private
## 54   $252,896     Yes   M     Bachelors  Professional       14 Commercial
## 55         $0    z_No   M     Bachelors      Clerical       24    Private
## 56    $76,022     Yes z_F z_High School    Home Maker       46    Private
## 57   $146,784     Yes z_F z_High School  Professional       20    Private
## 58    $87,034    z_No z_F  <High School      Clerical       13    Private
## 59    $72,889     Yes z_F  <High School    Home Maker       35    Private
## 60         $0    z_No z_F       Masters       Manager       29    Private
## 61         $0    z_No   M           PhD                     31 Commercial
## 62         $0    z_No z_F     Bachelors       Manager       13    Private
## 63   $509,115     Yes z_F           PhD        Lawyer       28    Private
## 64   $397,661    z_No   M       Masters                     22 Commercial
## 65   $213,530     Yes   M       Masters                     30 Commercial
## 66         $0    z_No z_F           PhD        Doctor       11    Private
## 67   $231,034     Yes z_F     Bachelors  Professional        9    Private
## 68         $0    z_No   M     Bachelors  Professional       25    Private
## 69    $98,920     Yes z_F z_High School    Home Maker       50    Private
## 70   $205,211     Yes z_F     Bachelors z_Blue Collar       43 Commercial
## 71         $0    z_No z_F  <High School      Clerical       49    Private
## 72   $165,090     Yes   M z_High School      Clerical       14 Commercial
## 73   $159,389     Yes z_F       Masters  Professional       42    Private
## 74   $316,900    z_No z_F z_High School z_Blue Collar       35 Commercial
## 75   $447,616    z_No z_F           PhD        Lawyer       42    Private
## 76   $140,978    z_No z_F  <High School z_Blue Collar       50    Private
## 77   $240,833     Yes   M     Bachelors       Manager       61    Private
## 78   $153,381     Yes z_F z_High School z_Blue Collar       32 Commercial
## 79   $150,933    z_No z_F     Bachelors       Manager       21    Private
## 80   $202,967    z_No   M z_High School  Professional       15    Private
## 81         $0    z_No   M       Masters        Lawyer       23    Private
## 82   $173,196     Yes z_F       Masters        Lawyer        5    Private
## 83   $227,091     Yes   M     Bachelors z_Blue Collar       21 Commercial
## 84   $190,675     Yes z_F z_High School      Clerical       28    Private
## 85         $0    z_No   M       Masters        Lawyer       36    Private
## 86    $66,358     Yes z_F z_High School    Home Maker       25    Private
## 87   $267,509     Yes   M       Masters  Professional       24    Private
## 88   $159,276     Yes   M       Masters        Lawyer       59    Private
## 89               z_No   M       Masters                     17 Commercial
## 90   $217,920     Yes   M     Bachelors z_Blue Collar       18 Commercial
## 91   $113,809     Yes   M  <High School      Clerical       26    Private
## 92         $0    z_No   M z_High School       Student       14 Commercial
## 93    $73,890     Yes z_F     Bachelors       Student       48 Commercial
## 94   $160,661     Yes z_F       Masters        Lawyer       63    Private
## 95   $217,885     Yes z_F     Bachelors  Professional       50    Private
## 96   $216,986    z_No z_F     Bachelors z_Blue Collar       36 Commercial
## 97   $314,433    z_No   M       Masters  Professional        8 Commercial
## 98   $325,826     Yes   M       Masters  Professional       23    Private
## 99   $244,863     Yes   M  <High School z_Blue Collar       33 Commercial
## 100        $0     Yes z_F z_High School       Student       40    Private
## 101  $276,241     Yes   M     Bachelors       Manager       48    Private
## 102  $383,731     Yes   M     Bachelors z_Blue Collar       14 Commercial
## 103  $160,051     Yes   M     Bachelors      Clerical       33 Commercial
## 104  $169,015     Yes z_F       Masters       Manager       35    Private
## 105        $0    z_No z_F       Masters       Manager       34 Commercial
## 106  $247,673     Yes z_F z_High School z_Blue Collar       53 Commercial
## 107  $249,290    z_No   M     Bachelors  Professional       44    Private
## 108  $421,665     Yes z_F       Masters       Manager       21    Private
## 109  $173,495     Yes z_F  <High School      Clerical       36    Private
## 110  $147,172     Yes   M z_High School z_Blue Collar       10    Private
## 111  $158,771     Yes z_F     Bachelors z_Blue Collar       29    Private
## 112  $220,264     Yes   M     Bachelors       Manager       24    Private
## 113  $202,031     Yes   M z_High School      Clerical       26    Private
## 114        $0    z_No   M  <High School      Clerical        5    Private
## 115  $265,153     Yes   M       Masters                     40 Commercial
## 116  $220,556     Yes z_F       Masters        Lawyer       49    Private
## 117  $306,540    z_No z_F     Bachelors  Professional       40    Private
## 118        $0    z_No z_F     Bachelors  Professional       37    Private
## 119  $321,483     Yes z_F       Masters                     35 Commercial
## 120        $0    z_No z_F     Bachelors  Professional       52    Private
## 121        $0    z_No z_F           PhD        Lawyer       54    Private
## 122              z_No   M  <High School       Student       47 Commercial
## 123        $0    z_No z_F z_High School      Clerical       38    Private
## 124  $116,136     Yes   M       Masters        Lawyer       24    Private
## 125  $147,191     Yes   M z_High School      Clerical       11 Commercial
## 126  $187,297    z_No   M z_High School z_Blue Collar       32 Commercial
## 127  $245,878     Yes z_F       Masters        Lawyer       43    Private
## 128  $254,600     Yes z_F z_High School       Manager       60    Private
## 129        $0    z_No z_F       Masters        Lawyer       35    Private
## 130        $0     Yes z_F  <High School       Student       28 Commercial
## 131  $209,188     Yes z_F z_High School z_Blue Collar       50 Commercial
## 132  $235,670     Yes z_F       Masters        Lawyer       40    Private
## 133        $0    z_No   M  <High School       Student       33    Private
## 134  $229,055    z_No z_F     Bachelors       Manager       36    Private
## 135  $210,840     Yes z_F     Bachelors      Clerical       49    Private
## 136  $109,685     Yes   M z_High School      Clerical       29    Private
## 137  $180,206     Yes   M       Masters  Professional       31    Private
## 138  $306,368    z_No z_F       Masters       Manager       16    Private
## 139  $123,924     Yes z_F  <High School      Clerical       24 Commercial
## 140        $0    z_No z_F       Masters       Manager       26    Private
## 141        $0    z_No   M z_High School      Clerical       35 Commercial
## 142   $79,913     Yes z_F           PhD    Home Maker       29    Private
## 143  $155,972     Yes   M z_High School      Clerical       39    Private
## 144        $0    z_No   M           PhD        Doctor       37    Private
## 145        $0    z_No z_F  <High School      Clerical       16    Private
## 146  $162,237     Yes   M     Bachelors z_Blue Collar       45 Commercial
## 147  $186,025    z_No z_F     Bachelors      Clerical       21    Private
## 148  $210,631     Yes z_F       Masters        Lawyer       21    Private
## 149  $389,344     Yes   M     Bachelors  Professional       14    Private
## 150  $159,534     Yes   M z_High School z_Blue Collar       48 Commercial
## 151              z_No   M z_High School       Student       69    Private
## 152        $0    z_No z_F  <High School      Clerical       52    Private
## 153        $0    z_No z_F     Bachelors       Manager       31    Private
## 154        $0    z_No z_F           PhD        Doctor       45    Private
## 155  $211,506     Yes z_F     Bachelors  Professional       55    Private
## 156        $0    z_No z_F z_High School    Home Maker        9 Commercial
## 157  $327,167    z_No z_F     Bachelors  Professional       28    Private
## 158        $0    z_No   M z_High School      Clerical       17 Commercial
## 159  $130,324     Yes z_F  <High School      Clerical       37    Private
## 160  $103,058     Yes z_F     Bachelors    Home Maker       29    Private
## 161        $0     Yes z_F  <High School       Student       34    Private
## 162  $169,721    z_No z_F z_High School      Clerical       12    Private
## 163  $184,852     Yes z_F     Bachelors  Professional       31    Private
## 164        $0    z_No   M z_High School    Home Maker       36    Private
## 165  $176,282     Yes z_F z_High School    Home Maker       73    Private
## 166  $200,891     Yes   M  <High School      Clerical       49    Private
## 167        $0    z_No z_F     Bachelors    Home Maker       21    Private
## 168  $431,809     Yes   M       Masters                     44 Commercial
## 169  $226,638     Yes z_F  <High School z_Blue Collar       37    Private
## 170  $264,549     Yes z_F     Bachelors       Manager       36    Private
## 171  $166,773     Yes   M z_High School z_Blue Collar       59 Commercial
## 172  $278,940     Yes z_F     Bachelors       Manager       45 Commercial
## 173  $257,889     Yes z_F       Masters        Lawyer        7    Private
## 174  $197,089     Yes   M z_High School z_Blue Collar       42 Commercial
## 175  $251,629     Yes z_F       Masters        Lawyer       38    Private
## 176  $208,811    z_No   M  <High School z_Blue Collar       48 Commercial
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## 178   $54,130    z_No z_F       Masters    Home Maker       18    Private
## 179        $0     Yes z_F z_High School       Student       54    Private
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## 186  $253,132    z_No   M       Masters                     37 Commercial
## 187  $179,229    z_No z_F     Bachelors       Manager       55    Private
## 188  $209,570     Yes z_F z_High School z_Blue Collar       32 Commercial
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## 190        $0    z_No   M       Masters                     34 Commercial
## 191  $117,229     Yes z_F  <High School      Clerical       58    Private
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## 193  $295,771    z_No z_F       Masters        Lawyer       40    Private
## 194  $203,472    z_No   M z_High School z_Blue Collar       39 Commercial
## 195  $337,340     Yes z_F       Masters       Manager       39    Private
## 196  $254,197    z_No   M z_High School       Manager       43 Commercial
## 197  $288,115     Yes   M     Bachelors z_Blue Collar       40 Commercial
## 198  $336,063    z_No z_F           PhD                     47 Commercial
## 199  $173,712    z_No   M z_High School  Professional       22 Commercial
## 200        $0    z_No z_F z_High School    Home Maker       55    Private
## 201  $130,331     Yes z_F  <High School      Clerical       14    Private
## 202   $99,107     Yes z_F       Masters        Lawyer       35    Private
## 203        $0    z_No z_F       Masters       Manager       26 Commercial
## 204  $224,350     Yes   M       Masters                      5 Commercial
## 205  $332,673     Yes z_F     Bachelors  Professional       12    Private
## 206  $165,094     Yes z_F z_High School      Clerical       32    Private
## 207        $0    z_No   M  <High School z_Blue Collar       38 Commercial
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## 209  $241,285    z_No   M     Bachelors  Professional       81    Private
## 210        $0    z_No   M z_High School z_Blue Collar       61 Commercial
## 211               Yes z_F z_High School      Clerical       19    Private
## 212  $261,901     Yes z_F     Bachelors z_Blue Collar       41 Commercial
## 213        $0    z_No z_F     Bachelors    Home Maker       40    Private
## 214  $239,934     Yes   M     Bachelors       Manager       30    Private
## 215        $0    z_No   M     Bachelors  Professional       57    Private
## 216        $0    z_No z_F  <High School      Clerical       32    Private
## 217  $120,377     Yes   M z_High School       Student        5 Commercial
## 218        $0    z_No   M       Masters       Manager        6 Commercial
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## 220  $138,444    z_No z_F  <High School z_Blue Collar        5    Private
## 221  $148,676    z_No z_F  <High School      Clerical       83    Private
## 222        $0    z_No z_F     Bachelors z_Blue Collar       56 Commercial
## 223  $247,884     Yes z_F       Masters       Manager       51    Private
## 224  $235,169     Yes   M     Bachelors z_Blue Collar        9 Commercial
## 225        $0     Yes   M z_High School       Student       28 Commercial
## 226   $69,743     Yes z_F       Masters    Home Maker       27    Private
## 227  $128,194     Yes   M  <High School      Clerical       44 Commercial
## 228        $0    z_No z_F       Masters        Lawyer       17    Private
## 229  $245,678     Yes z_F     Bachelors z_Blue Collar       43 Commercial
## 230        $0    z_No   M z_High School      Clerical       68    Private
## 231        $0    z_No   M       Masters        Lawyer       13    Private
## 232  $270,631     Yes   M           PhD        Doctor       34    Private
## 233        $0    z_No   M z_High School z_Blue Collar       19 Commercial
## 234  $248,326     Yes z_F z_High School z_Blue Collar       42 Commercial
## 235        $0     Yes   M z_High School       Student       40 Commercial
## 236  $248,878     Yes z_F       Masters        Lawyer       41    Private
## 237  $229,868    z_No   M       Masters        Lawyer       75    Private
## 238  $405,910     Yes z_F       Masters        Lawyer       43    Private
## 239        $0    z_No   M       Masters                     30 Commercial
## 240        $0    z_No z_F  <High School      Clerical       21    Private
## 241        $0    z_No   M       Masters        Lawyer        5    Private
## 242  $243,880     Yes z_F     Bachelors  Professional       28    Private
## 243              z_No z_F           PhD       Manager       18    Private
## 244  $158,960    z_No z_F z_High School       Student       30    Private
## 245        $0    z_No z_F z_High School       Student       27 Commercial
## 246  $316,419     Yes z_F           PhD        Lawyer       63    Private
## 247  $109,134     Yes z_F       Masters    Home Maker       63    Private
## 248  $201,650     Yes z_F     Bachelors z_Blue Collar       40 Commercial
## 249        $0    z_No z_F z_High School      Clerical       19    Private
## 250        $0    z_No   M     Bachelors z_Blue Collar       43 Commercial
## 251  $104,490     Yes z_F     Bachelors    Home Maker       28    Private
## 252  $234,151     Yes z_F     Bachelors z_Blue Collar       28 Commercial
## 253        $0    z_No z_F     Bachelors  Professional       49    Private
## 254  $115,540     Yes z_F     Bachelors    Home Maker       32    Private
## 255  $228,994     Yes z_F     Bachelors      Clerical       84    Private
## 256  $169,854    z_No z_F     Bachelors z_Blue Collar       45 Commercial
## 257        $0    z_No z_F z_High School      Clerical       34 Commercial
## 258  $194,227     Yes   M       Masters                     51 Commercial
## 259  $135,679     Yes z_F     Bachelors       Manager       30    Private
## 260  $109,511     Yes   M  <High School       Student       32    Private
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## 262  $213,173    z_No z_F           PhD        Lawyer       45    Private
## 263        $0    z_No z_F z_High School z_Blue Collar       25 Commercial
## 264        $0    z_No   M  <High School       Student       33    Private
## 265  $141,069    z_No z_F     Bachelors  Professional       34    Private
## 266  $321,674     Yes   M           PhD                     30 Commercial
## 267  $212,081    z_No z_F       Masters        Lawyer       44    Private
## 268        $0    z_No z_F     Bachelors  Professional       43    Private
## 269  $163,285    z_No   M  <High School z_Blue Collar       28 Commercial
## 270        $0    z_No   M z_High School z_Blue Collar       16 Commercial
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## 272  $141,312     Yes   M           PhD        Doctor       11    Private
## 273        $0    z_No   M       Masters        Lawyer       24    Private
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## 275        $0     Yes   M  <High School       Student       39    Private
## 276   $66,515     Yes   M  <High School      Clerical       33    Private
## 277  $141,018     Yes z_F z_High School z_Blue Collar       68 Commercial
## 278  $171,810     Yes z_F     Bachelors z_Blue Collar       26 Commercial
## 279  $420,966    z_No z_F           PhD        Doctor       22    Private
## 280  $241,733     Yes   M z_High School  Professional        5    Private
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## 282        $0     Yes   M  <High School       Student       27    Private
## 283        $0    z_No z_F           PhD        Lawyer        6    Private
## 284  $301,739     Yes   M       Masters        Lawyer       55    Private
## 285  $210,378     Yes   M           PhD       Manager       28 Commercial
## 286        $0     Yes   M z_High School       Student       30    Private
## 287        $0    z_No z_F       Masters       Manager       45    Private
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## 289  $167,419     Yes z_F z_High School z_Blue Collar       56    Private
## 290               Yes   M z_High School z_Blue Collar       11 Commercial
## 291  $212,562    z_No z_F z_High School      Clerical       31    Private
## 292        $0    z_No z_F     Bachelors       Manager       16    Private
## 293  $252,596    z_No z_F     Bachelors z_Blue Collar       21 Commercial
## 294               Yes z_F z_High School    Home Maker        5    Private
## 295  $131,770     Yes z_F  <High School z_Blue Collar       23 Commercial
## 296  $166,326     Yes z_F z_High School      Clerical       20    Private
## 297  $154,297     Yes   M z_High School z_Blue Collar        5 Commercial
## 298  $208,306     Yes z_F z_High School z_Blue Collar       54 Commercial
## 299        $0    z_No   M           PhD                     52 Commercial
## 300        $0    z_No z_F           PhD        Doctor       32    Private
## 301  $187,514     Yes   M z_High School       Manager        6    Private
## 302  $193,495    z_No z_F z_High School      Clerical       37    Private
## 303  $219,801     Yes z_F z_High School z_Blue Collar       38 Commercial
## 304  $257,475     Yes z_F     Bachelors  Professional       37    Private
## 305               Yes   M  <High School       Student       47    Private
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## 307  $483,645     Yes   M           PhD       Manager       35    Private
## 308  $278,248    z_No z_F       Masters        Lawyer       17    Private
## 309   $86,118    z_No z_F  <High School    Home Maker       41    Private
## 310  $248,599    z_No z_F       Masters       Manager       31    Private
## 311   $68,500     Yes z_F     Bachelors    Home Maker       11    Private
## 312        $0     Yes   M z_High School       Student       14 Commercial
## 313  $148,536     Yes z_F z_High School      Clerical       48    Private
## 314  $375,813    z_No   M       Masters                     41 Commercial
## 315        $0     Yes z_F     Bachelors       Student       10 Commercial
## 316  $173,103     Yes   M z_High School z_Blue Collar       45 Commercial
## 317  $298,385    z_No z_F       Masters        Lawyer        5    Private
## 318  $445,020     Yes z_F       Masters        Lawyer       51    Private
## 319        $0    z_No   M z_High School       Student       36 Commercial
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## 321  $144,131    z_No   M z_High School  Professional       22 Commercial
## 322  $316,035    z_No z_F     Bachelors  Professional       38    Private
## 323  $226,111     Yes z_F z_High School       Manager       52    Private
## 324        $0    z_No   M     Bachelors       Manager       28    Private
## 325  $154,892    z_No z_F     Bachelors z_Blue Collar       45 Commercial
## 326   $79,192     Yes z_F     Bachelors    Home Maker       22    Private
## 327  $145,735     Yes z_F       Masters    Home Maker       62    Private
## 328  $190,148     Yes z_F           PhD       Manager       30    Private
## 329  $278,953     Yes   M       Masters  Professional       70 Commercial
## 330  $278,647     Yes z_F           PhD                      5 Commercial
## 331  $137,025     Yes   M  <High School z_Blue Collar       30 Commercial
## 332        $0    z_No   M  <High School z_Blue Collar       36 Commercial
## 333        $0    z_No   M       Masters        Lawyer       52    Private
## 334  $268,154    z_No z_F       Masters        Lawyer       13    Private
## 335        $0    z_No   M z_High School z_Blue Collar       32 Commercial
## 336        $0    z_No z_F  <High School z_Blue Collar       40 Commercial
## 337        $0    z_No z_F  <High School       Student       18    Private
## 338  $183,206     Yes   M  <High School      Clerical       31 Commercial
## 339  $263,986     Yes z_F z_High School z_Blue Collar       20 Commercial
## 340  $275,745     Yes   M     Bachelors z_Blue Collar       36 Commercial
## 341  $296,244    z_No   M     Bachelors  Professional       45 Commercial
## 342  $209,548     Yes z_F     Bachelors       Manager       20    Private
## 343        $0    z_No   M z_High School      Clerical       38 Commercial
## 344  $234,367     Yes   M     Bachelors  Professional       21    Private
## 345  $105,715    z_No z_F z_High School z_Blue Collar       19 Commercial
## 346  $150,723     Yes z_F z_High School z_Blue Collar       30    Private
## 347        $0    z_No   M       Masters                     37    Private
## 348        $0     Yes z_F  <High School       Student       17    Private
## 349        $0    z_No   M     Bachelors z_Blue Collar       47 Commercial
## 350  $185,996     Yes   M       Masters                     26 Commercial
## 351  $244,460     Yes z_F z_High School z_Blue Collar       30 Commercial
## 352  $152,044     Yes   M z_High School z_Blue Collar       42 Commercial
## 353  $133,175     Yes   M z_High School z_Blue Collar       63 Commercial
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## 355  $124,838     Yes   M  <High School      Clerical       45 Commercial
## 356  $156,795     Yes z_F z_High School      Clerical       20    Private
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## 358        $0    z_No z_F     Bachelors       Manager       67    Private
## 359  $166,667     Yes   M  <High School z_Blue Collar       47    Private
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## 361  $126,382    z_No   M  <High School      Clerical       19    Private
## 362  $330,451     Yes   M       Masters        Lawyer       37    Private
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## 364        $0    z_No z_F       Masters  Professional       46    Private
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## 366        $0    z_No   M     Bachelors       Manager       26 Commercial
## 367        $0    z_No z_F z_High School    Home Maker       46    Private
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## 369  $184,692     Yes   M     Bachelors z_Blue Collar       25 Commercial
## 370  $142,305     Yes z_F  <High School      Clerical       37    Private
## 371  $446,011     Yes   M       Masters                     35 Commercial
## 372               Yes   M z_High School z_Blue Collar       39 Commercial
## 373  $220,008     Yes   M z_High School      Clerical        5    Private
## 374  $219,917     Yes   M     Bachelors z_Blue Collar       39 Commercial
## 375        $0    z_No   M z_High School z_Blue Collar       21 Commercial
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## 379  $162,415     Yes z_F  <High School      Clerical       32    Private
## 380        $0    z_No   M  <High School z_Blue Collar       20    Private
## 381  $217,992     Yes z_F     Bachelors      Clerical       21    Private
## 382        $0    z_No z_F     Bachelors  Professional       56    Private
## 383  $181,896     Yes   M       Masters                     37 Commercial
## 384  $145,411     Yes z_F  <High School      Clerical       37 Commercial
## 385        $0    z_No   M z_High School      Clerical       46 Commercial
## 386  $456,583    z_No   M           PhD        Lawyer       43    Private
## 387  $175,173     Yes z_F z_High School    Home Maker       27    Private
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## 389        $0    z_No z_F  <High School z_Blue Collar       53 Commercial
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## 391        $0    z_No z_F     Bachelors      Clerical       29    Private
## 392  $255,967     Yes   M z_High School z_Blue Collar       49 Commercial
## 393  $140,455     Yes z_F     Bachelors       Manager       19    Private
## 394   $64,530     Yes z_F  <High School      Clerical       47    Private
## 395               Yes   M z_High School z_Blue Collar       37 Commercial
## 396  $421,250     Yes z_F     Bachelors  Professional       35    Private
## 397        $0    z_No z_F     Bachelors  Professional       39    Private
## 398        $0     Yes z_F z_High School       Student       30 Commercial
## 399  $159,621     Yes z_F z_High School z_Blue Collar       25 Commercial
## 400   $86,075    z_No z_F z_High School    Home Maker       35    Private
## 401               Yes z_F z_High School z_Blue Collar       35 Commercial
## 402  $274,828     Yes   M     Bachelors  Professional       33 Commercial
## 403   $99,798     Yes   M z_High School       Student       24    Private
## 404  $198,107     Yes z_F  <High School z_Blue Collar       52    Private
## 405        $0    z_No   M z_High School z_Blue Collar       17    Private
## 406  $473,389     Yes z_F           PhD       Manager       34    Private
## 407  $163,356     Yes   M  <High School z_Blue Collar       45    Private
## 408  $204,797     Yes z_F       Masters        Lawyer       36    Private
## 409  $229,237     Yes z_F       Masters        Lawyer       26    Private
## 410  $207,400     Yes   M     Bachelors       Manager       32    Private
## 411  $445,428     Yes   M       Masters                     36 Commercial
## 412  $249,026     Yes   M     Bachelors       Manager       57    Private
## 413  $241,443     Yes   M     Bachelors z_Blue Collar       15 Commercial
## 414  $278,760     Yes   M     Bachelors z_Blue Collar       23 Commercial
## 415  $208,435     Yes z_F     Bachelors      Clerical       37    Private
## 416  $316,939     Yes z_F       Masters        Lawyer       36    Private
## 417  $268,617     Yes   M           PhD       Manager       35 Commercial
## 418        $0    z_No z_F z_High School      Clerical       25    Private
## 419  $210,434    z_No   M       Masters       Manager       42    Private
## 420        $0    z_No   M z_High School z_Blue Collar       53 Commercial
## 421  $193,649     Yes   M z_High School z_Blue Collar       33 Commercial
## 422        $0    z_No z_F       Masters    Home Maker       32    Private
## 423  $344,191    z_No z_F       Masters        Lawyer       21    Private
## 424  $266,234     Yes z_F       Masters        Lawyer       47    Private
## 425  $136,413     Yes z_F       Masters        Lawyer       47    Private
## 426  $141,516     Yes z_F  <High School      Clerical       30    Private
## 427  $295,050     Yes   M       Masters        Lawyer       30    Private
## 428        $0    z_No z_F z_High School       Student       30    Private
## 429        $0    z_No z_F     Bachelors       Student       26    Private
## 430  $322,394     Yes z_F  <High School z_Blue Collar       32    Private
## 431  $113,870     Yes z_F z_High School    Home Maker       12    Private
## 432  $251,362     Yes   M       Masters  Professional       32    Private
## 433  $264,763    z_No z_F     Bachelors z_Blue Collar       30 Commercial
## 434        $0    z_No z_F     Bachelors z_Blue Collar       36 Commercial
## 435  $159,061     Yes z_F z_High School  Professional       35    Private
## 436  $242,530     Yes z_F z_High School      Clerical       58    Private
## 437  $269,190     Yes z_F     Bachelors z_Blue Collar       37 Commercial
## 438  $149,672     Yes   M     Bachelors      Clerical       57    Private
## 439  $155,963     Yes   M z_High School z_Blue Collar       29 Commercial
## 440  $177,527     Yes z_F z_High School z_Blue Collar       21 Commercial
## 441  $271,091     Yes z_F     Bachelors  Professional       34    Private
## 442  $202,323     Yes z_F z_High School      Clerical       48    Private
## 443  $184,773     Yes   M z_High School  Professional       15    Private
## 444   $69,660     Yes z_F z_High School    Home Maker       36    Private
## 445  $217,494    z_No   M     Bachelors z_Blue Collar       22 Commercial
## 446   $91,930     Yes z_F z_High School       Student       58 Commercial
## 447  $391,680    z_No   M     Bachelors z_Blue Collar       22 Commercial
## 448  $160,317     Yes   M       Masters        Lawyer       33    Private
## 449        $0    z_No z_F  <High School z_Blue Collar       29    Private
## 450  $276,150     Yes   M  <High School z_Blue Collar        8    Private
## 451  $346,587    z_No   M     Bachelors       Manager       48 Commercial
## 452   $99,663     Yes z_F z_High School    Home Maker       41    Private
## 453  $133,204     Yes z_F     Bachelors    Home Maker       24    Private
## 454  $111,793     Yes z_F     Bachelors    Home Maker       29    Private
## 455        $0    z_No   M z_High School  Professional       17    Private
## 456  $193,855     Yes z_F z_High School z_Blue Collar       39 Commercial
## 457              z_No   M           PhD        Lawyer       40    Private
## 458  $249,804     Yes   M     Bachelors       Manager       23    Private
## 459        $0    z_No z_F       Masters        Lawyer       51    Private
## 460  $167,990     Yes z_F z_High School z_Blue Collar       22    Private
## 461  $300,560     Yes   M     Bachelors z_Blue Collar       25 Commercial
## 462  $236,446     Yes   M       Masters                     52 Commercial
## 463  $112,616     Yes z_F  <High School z_Blue Collar       32 Commercial
## 464        $0    z_No   M  <High School       Student       29    Private
## 465  $348,666     Yes z_F z_High School  Professional       35    Private
## 466   $93,445     Yes z_F     Bachelors      Clerical       34    Private
## 467  $161,774     Yes   M     Bachelors      Clerical       44 Commercial
## 468  $152,554     Yes z_F z_High School      Clerical       41    Private
## 469        $0    z_No z_F     Bachelors z_Blue Collar       56 Commercial
## 470  $162,243     Yes z_F z_High School z_Blue Collar       17 Commercial
## 471        $0    z_No z_F     Bachelors z_Blue Collar       13 Commercial
## 472  $162,958    z_No   M z_High School z_Blue Collar       31 Commercial
## 473  $202,880    z_No   M       Masters                     45    Private
## 474        $0     Yes   M z_High School       Student       35 Commercial
## 475        $0    z_No z_F  <High School       Student       36    Private
## 476              z_No   M     Bachelors       Manager       19 Commercial
## 477  $113,739     Yes z_F     Bachelors    Home Maker       52    Private
## 478  $138,850     Yes   M           PhD       Manager       65    Private
## 479        $0    z_No   M           PhD        Doctor       22    Private
## 480  $276,390     Yes   M       Masters        Lawyer       11    Private
## 481        $0     Yes   M z_High School       Student       29 Commercial
## 482   $69,208     Yes z_F           PhD    Home Maker       56    Private
## 483               Yes   M  <High School       Student       41    Private
## 484  $263,877     Yes z_F     Bachelors z_Blue Collar       31 Commercial
## 485        $0    z_No   M  <High School       Student       29    Private
## 486        $0    z_No   M       Masters                     21 Commercial
## 487  $319,629     Yes   M     Bachelors z_Blue Collar       72    Private
## 488        $0    z_No   M           PhD                     13 Commercial
## 489        $0    z_No z_F           PhD       Manager       54 Commercial
## 490   $87,190     Yes z_F           PhD    Home Maker        5    Private
## 491               Yes   M  <High School      Clerical       42    Private
## 492   $80,818     Yes z_F z_High School    Home Maker       65    Private
## 493  $205,801    z_No   M z_High School z_Blue Collar       27    Private
## 494  $142,929    z_No z_F     Bachelors  Professional       59    Private
## 495  $460,196     Yes z_F           PhD       Manager        5    Private
## 496        $0     Yes   M z_High School       Student       41 Commercial
## 497  $166,871     Yes   M  <High School z_Blue Collar        5    Private
## 498  $213,122    z_No z_F     Bachelors  Professional       34    Private
## 499              z_No z_F z_High School       Manager       23    Private
## 500        $0    z_No z_F     Bachelors  Professional       42    Private
## 501        $0    z_No   M           PhD        Doctor       47    Private
## 502  $255,867     Yes   M     Bachelors       Manager       57    Private
## 503  $164,212     Yes z_F     Bachelors z_Blue Collar       46 Commercial
## 504  $122,059    z_No   M  <High School z_Blue Collar       25 Commercial
## 505  $294,311     Yes   M       Masters                     20 Commercial
## 506  $277,713     Yes   M       Masters  Professional       25 Commercial
## 507  $213,519     Yes z_F     Bachelors z_Blue Collar       12 Commercial
## 508        $0    z_No z_F     Bachelors z_Blue Collar       15 Commercial
## 509               Yes   M z_High School  Professional       36    Private
## 510  $193,644     Yes   M     Bachelors z_Blue Collar       41 Commercial
## 511        $0    z_No   M           PhD                      5 Commercial
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## 513  $130,260     Yes z_F z_High School    Home Maker       43    Private
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## 515        $0    z_No z_F z_High School z_Blue Collar       44 Commercial
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## 517  $185,826     Yes z_F     Bachelors  Professional       36    Private
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## 519   $77,463    z_No z_F z_High School       Student       23 Commercial
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## 522  $193,566    z_No z_F     Bachelors      Clerical       43    Private
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## 529  $481,028    z_No   M           PhD                     12 Commercial
## 530  $263,905     Yes z_F z_High School z_Blue Collar       25 Commercial
## 531   $51,401     Yes z_F  <High School    Home Maker       41    Private
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## 533        $0    z_No   M     Bachelors  Professional       21 Commercial
## 534        $0    z_No z_F           PhD        Lawyer       19    Private
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## 537        $0    z_No z_F  <High School z_Blue Collar       35 Commercial
## 538        $0    z_No   M z_High School z_Blue Collar       61 Commercial
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## 540  $406,183     Yes z_F       Masters        Lawyer       29    Private
## 541        $0    z_No   M     Bachelors  Professional       37    Private
## 542  $161,743     Yes   M  <High School z_Blue Collar       53    Private
## 543   $77,463    z_No z_F z_High School       Student       23 Commercial
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## 545        $0    z_No   M     Bachelors    Home Maker       42 Commercial
## 546        $0     Yes z_F z_High School    Home Maker       76    Private
## 547  $281,358    z_No   M     Bachelors  Professional       37    Private
## 548        $0    z_No z_F     Bachelors z_Blue Collar       14 Commercial
## 549        $0    z_No z_F       Masters        Lawyer       36    Private
## 550  $324,905     Yes z_F       Masters       Manager       45    Private
## 551        $0    z_No z_F     Bachelors  Professional       42    Private
## 552               Yes   M           PhD                     20 Commercial
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## 554  $136,008     Yes   M  <High School z_Blue Collar       42    Private
## 555        $0    z_No   M z_High School      Clerical       18    Private
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## 557        $0    z_No z_F z_High School    Home Maker        5    Private
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## 559  $113,805     Yes z_F       Masters    Home Maker       18    Private
## 560  $239,142    z_No z_F       Masters                     34    Private
## 561  $315,515    z_No z_F           PhD    Home Maker        5    Private
## 562              z_No z_F     Bachelors z_Blue Collar       40 Commercial
## 563  $320,094     Yes z_F     Bachelors z_Blue Collar       25 Commercial
## 564  $225,768     Yes   M z_High School z_Blue Collar       44 Commercial
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## 568  $191,252     Yes   M       Masters        Lawyer       29    Private
## 569  $285,859     Yes   M     Bachelors  Professional       27    Private
## 570  $181,434     Yes   M           PhD        Doctor        5    Private
## 571        $0    z_No z_F z_High School    Home Maker       61    Private
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## 575               Yes z_F           PhD        Doctor       32    Private
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## 577  $272,225     Yes   M z_High School z_Blue Collar       50 Commercial
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## 579        $0    z_No z_F     Bachelors  Professional       52    Private
## 580  $450,858     Yes z_F       Masters        Lawyer       29    Private
## 581        $0    z_No z_F z_High School      Clerical       38    Private
## 582  $195,993     Yes z_F z_High School      Clerical       43    Private
## 583        $0    z_No z_F  <High School      Clerical       50    Private
## 584  $229,556    z_No   M       Masters        Lawyer       61    Private
## 585  $261,848     Yes z_F       Masters  Professional       41    Private
## 586        $0    z_No z_F  <High School z_Blue Collar       44    Private
## 587  $429,985     Yes   M           PhD       Manager       26 Commercial
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## 589  $164,346     Yes z_F       Masters    Home Maker       23    Private
## 590  $267,839    z_No z_F     Bachelors  Professional       39    Private
## 591        $0    z_No   M z_High School z_Blue Collar       28 Commercial
## 592  $132,571     Yes z_F       Masters    Home Maker       21    Private
## 593        $0    z_No z_F     Bachelors z_Blue Collar       23 Commercial
## 594  $219,684    z_No   M  <High School  Professional       46    Private
## 595        $0    z_No z_F     Bachelors z_Blue Collar       69 Commercial
## 596  $147,611    z_No z_F z_High School      Clerical       27    Private
## 597  $494,094     Yes   M z_High School z_Blue Collar       20    Private
## 598  $242,441     Yes z_F       Masters        Lawyer       13    Private
## 599  $405,671     Yes z_F       Masters        Lawyer       30    Private
## 600   $85,437    z_No z_F       Masters    Home Maker        5 Commercial
## 601  $266,968     Yes   M       Masters       Manager       45    Private
## 602   $68,436    z_No z_F           PhD    Home Maker       62    Private
## 603        $0    z_No   M z_High School       Student       24    Private
## 604  $182,917    z_No   M z_High School z_Blue Collar       37 Commercial
## 605  $119,825     Yes   M  <High School z_Blue Collar       30    Private
## 606  $186,013     Yes z_F z_High School z_Blue Collar       52 Commercial
## 607        $0    z_No z_F       Masters        Lawyer       39    Private
## 608  $199,049     Yes   M     Bachelors      Clerical       78 Commercial
## 609        $0    z_No z_F     Bachelors z_Blue Collar       22 Commercial
## 610  $158,234    z_No z_F  <High School z_Blue Collar       42    Private
## 611  $196,790     Yes   M z_High School       Manager       51    Private
## 612  $217,475     Yes z_F z_High School z_Blue Collar       40 Commercial
## 613  $209,526     Yes z_F  <High School z_Blue Collar       14    Private
## 614        $0    z_No   M       Masters                     48 Commercial
## 615  $197,046     Yes   M     Bachelors  Professional       40    Private
## 616              z_No   M     Bachelors  Professional       30 Commercial
## 617  $190,220    z_No z_F z_High School       Manager       33    Private
## 618        $0    z_No z_F     Bachelors  Professional       37    Private
## 619  $105,303     Yes z_F       Masters    Home Maker       60    Private
## 620  $176,582     Yes z_F     Bachelors      Clerical       27    Private
## 621  $229,920     Yes z_F       Masters       Manager       12    Private
## 622  $289,734     Yes   M       Masters        Lawyer       47    Private
## 623  $115,381     Yes z_F  <High School      Clerical       67    Private
## 624  $149,105    z_No z_F z_High School z_Blue Collar       40 Commercial
## 625  $230,290    z_No   M     Bachelors z_Blue Collar       33 Commercial
## 626  $263,363     Yes z_F z_High School       Manager        5    Private
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## 628  $147,545     Yes   M     Bachelors  Professional       40 Commercial
## 629  $217,179     Yes z_F z_High School       Manager       18    Private
## 630        $0    z_No   M z_High School      Clerical       24    Private
## 631        $0     Yes   M z_High School       Student       27    Private
## 632  $198,755     Yes z_F     Bachelors       Manager       34    Private
## 633  $233,450     Yes   M     Bachelors       Manager       34 Commercial
## 634  $143,354     Yes   M  <High School      Clerical       29    Private
## 635   $95,447     Yes   M z_High School       Student        5 Commercial
## 636        $0    z_No   M       Masters        Lawyer       21    Private
## 637  $150,376     Yes z_F     Bachelors      Clerical       37    Private
## 638  $213,950     Yes   M     Bachelors z_Blue Collar       52 Commercial
## 639   $99,554     Yes z_F     Bachelors       Student       25 Commercial
## 640  $189,439     Yes z_F     Bachelors      Clerical        5    Private
## 641  $230,394    z_No z_F       Masters        Lawyer       42    Private
## 642  $227,430     Yes z_F       Masters                     52    Private
## 643  $160,171    z_No z_F z_High School      Clerical       53    Private
## 644              z_No   M z_High School z_Blue Collar       23 Commercial
## 645        $0    z_No z_F       Masters    Home Maker       50 Commercial
## 646  $230,564     Yes z_F           PhD        Doctor       31    Private
## 647  $125,624     Yes   M  <High School      Clerical       26 Commercial
## 648        $0    z_No z_F       Masters        Lawyer       43    Private
## 649  $226,429     Yes z_F     Bachelors z_Blue Collar       36 Commercial
## 650        $0    z_No z_F       Masters        Lawyer       23    Private
## 651  $173,117     Yes z_F z_High School      Clerical       32    Private
## 652        $0    z_No   M     Bachelors z_Blue Collar       20 Commercial
## 653  $118,928     Yes z_F     Bachelors    Home Maker       36    Private
## 654        $0    z_No z_F z_High School      Clerical       46    Private
## 655  $223,804     Yes z_F z_High School      Clerical       48    Private
## 656  $272,278     Yes z_F       Masters        Lawyer       15    Private
## 657  $121,175     Yes   M z_High School      Clerical        9    Private
## 658  $228,990    z_No   M  <High School      Clerical       39 Commercial
## 659  $433,494    z_No   M       Masters                     36 Commercial
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## 661  $185,521     Yes z_F     Bachelors  Professional       27    Private
## 662  $166,535     Yes z_F     Bachelors      Clerical       48 Commercial
## 663        $0    z_No   M       Masters                     39 Commercial
## 664        $0    z_No z_F z_High School       Student       30    Private
## 665  $224,623     Yes z_F     Bachelors  Professional       37    Private
## 666  $180,830     Yes z_F z_High School  Professional       74    Private
## 667  $175,534     Yes z_F z_High School      Clerical        5    Private
## 668  $234,014     Yes z_F     Bachelors  Professional       28    Private
## 669  $215,332    z_No z_F     Bachelors  Professional       17 Commercial
## 670        $0    z_No   M     Bachelors  Professional       15    Private
## 671  $123,199     Yes z_F z_High School      Clerical       29    Private
## 672        $0    z_No   M  <High School      Clerical       35    Private
## 673  $370,578    z_No z_F       Masters        Lawyer       34    Private
## 674  $137,585     Yes   M  <High School      Clerical        6    Private
## 675  $178,681     Yes z_F z_High School      Clerical       54    Private
## 676  $124,115     Yes z_F z_High School      Clerical       28    Private
## 677  $243,198     Yes   M           PhD        Lawyer       16    Private
## 678   $83,843     Yes z_F  <High School    Home Maker       36    Private
## 679  $296,274    z_No z_F     Bachelors  Professional       30    Private
## 680  $218,149     Yes z_F     Bachelors      Clerical       25    Private
## 681  $344,629     Yes z_F           PhD       Manager       43    Private
## 682  $234,014     Yes z_F     Bachelors  Professional       28    Private
## 683  $177,386    z_No   M z_High School z_Blue Collar       43 Commercial
## 684  $274,393     Yes   M     Bachelors z_Blue Collar       33 Commercial
## 685  $176,785     Yes   M     Bachelors  Professional       58    Private
## 686        $0    z_No z_F z_High School      Clerical        5    Private
## 687        $0    z_No z_F     Bachelors  Professional       23    Private
## 688        $0    z_No z_F     Bachelors      Clerical       19 Commercial
## 689  $169,596     Yes z_F z_High School z_Blue Collar       12 Commercial
## 690        $0    z_No z_F z_High School z_Blue Collar       46 Commercial
## 691  $291,191    z_No   M     Bachelors  Professional       43 Commercial
## 692        $0    z_No z_F     Bachelors      Clerical       38    Private
## 693  $345,278     Yes z_F       Masters       Manager       41    Private
## 694  $242,648     Yes   M     Bachelors  Professional        7 Commercial
## 695        $0     Yes z_F z_High School       Student       22    Private
## 696   $82,289     Yes z_F       Masters        Lawyer       21    Private
## 697  $277,837     Yes   M z_High School z_Blue Collar        9 Commercial
## 698        $0    z_No z_F       Masters        Lawyer       16    Private
## 699  $231,102     Yes z_F z_High School       Manager       11    Private
## 700        $0    z_No z_F     Bachelors  Professional       38    Private
## 701  $257,921     Yes   M     Bachelors z_Blue Collar       42 Commercial
## 702  $126,038     Yes z_F  <High School      Clerical       23    Private
## 703  $115,797     Yes   M  <High School       Student       21    Private
## 704  $215,250    z_No z_F     Bachelors z_Blue Collar       43 Commercial
## 705        $0    z_No   M     Bachelors       Manager       34    Private
## 706        $0    z_No z_F       Masters        Lawyer       54    Private
## 707   $58,365     Yes   M       Masters        Lawyer       14    Private
## 708        $0     Yes z_F     Bachelors       Student       32 Commercial
## 709        $0    z_No z_F       Masters z_Blue Collar       54 Commercial
## 710        $0    z_No z_F  <High School z_Blue Collar       14    Private
## 711  $101,352     Yes   M  <High School       Student       52    Private
## 712  $217,253     Yes   M z_High School z_Blue Collar       20 Commercial
## 713               Yes   M     Bachelors       Manager       25 Commercial
## 714  $405,910     Yes z_F       Masters        Lawyer       43    Private
## 715  $317,665     Yes   M       Masters        Lawyer       28    Private
## 716  $236,431     Yes z_F       Masters       Manager       36    Private
## 717   $59,185     Yes z_F z_High School    Home Maker       48    Private
## 718  $281,200     Yes   M           PhD                     64 Commercial
## 719        $0     Yes   M     Bachelors       Student       46 Commercial
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## 721        $0    z_No z_F       Masters        Lawyer       43    Private
## 722  $265,815     Yes z_F z_High School      Clerical       43    Private
## 723        $0    z_No   M       Masters        Lawyer       28    Private
## 724  $306,854     Yes z_F       Masters        Lawyer       23    Private
## 725  $207,429     Yes z_F z_High School       Manager       38    Private
## 726  $170,744     Yes z_F       Masters        Lawyer        8    Private
## 727  $202,178    z_No z_F     Bachelors  Professional       18    Private
## 728  $146,180     Yes   M z_High School      Clerical       23 Commercial
## 729  $307,155     Yes z_F           PhD        Lawyer       29    Private
## 730        $0    z_No   M z_High School      Clerical       48    Private
## 731        $0    z_No   M z_High School      Clerical       34    Private
## 732  $308,402     Yes   M       Masters       Manager       55 Commercial
## 733  $129,516     Yes z_F  <High School      Clerical       28    Private
## 734  $348,409     Yes   M       Masters                     20 Commercial
## 735  $253,542    z_No z_F     Bachelors z_Blue Collar       40 Commercial
## 736  $407,959     Yes   M       Masters        Lawyer       44    Private
## 737  $255,868     Yes   M     Bachelors z_Blue Collar       34 Commercial
## 738  $180,901     Yes z_F       Masters        Lawyer       46    Private
## 739  $319,354     Yes z_F       Masters        Lawyer       31    Private
## 740  $358,420     Yes z_F           PhD        Doctor       31    Private
## 741  $362,176    z_No   M     Bachelors  Professional       38    Private
## 742  $525,566     Yes   M           PhD                     38 Commercial
## 743  $486,015     Yes z_F           PhD                     42 Commercial
## 744  $203,433     Yes   M     Bachelors      Clerical       25    Private
## 745  $239,831    z_No   M     Bachelors       Manager       34    Private
## 746  $170,380     Yes   M z_High School      Clerical       51 Commercial
## 747        $0    z_No z_F z_High School       Student       48 Commercial
## 748  $197,613     Yes   M z_High School z_Blue Collar       26 Commercial
## 749  $309,216    z_No   M       Masters       Manager       14 Commercial
## 750  $127,941     Yes z_F z_High School z_Blue Collar       50 Commercial
## 751  $152,641     Yes z_F     Bachelors z_Blue Collar       37 Commercial
## 752        $0     Yes z_F z_High School       Student       37    Private
## 753  $142,226    z_No z_F  <High School z_Blue Collar       26    Private
## 754  $214,963     Yes z_F     Bachelors       Manager       27    Private
## 755  $286,631     Yes   M     Bachelors z_Blue Collar       39    Private
## 756        $0    z_No z_F     Bachelors    Home Maker       52    Private
## 757  $114,124     Yes z_F z_High School       Student       43    Private
## 758  $331,818     Yes   M           PhD                     12 Commercial
## 759              z_No z_F     Bachelors  Professional       61    Private
## 760  $181,625     Yes   M  <High School z_Blue Collar       30    Private
## 761  $342,825     Yes   M       Masters                     20 Commercial
## 762  $218,823     Yes   M     Bachelors  Professional       22    Private
## 763        $0    z_No   M     Bachelors z_Blue Collar       36 Commercial
## 764  $131,782     Yes z_F z_High School z_Blue Collar       31 Commercial
## 765        $0    z_No   M       Masters        Lawyer       34    Private
## 766        $0    z_No   M  <High School      Clerical       24    Private
## 767  $224,899     Yes z_F       Masters        Lawyer       28    Private
## 768        $0    z_No   M     Bachelors      Clerical       45    Private
## 769   $99,103     Yes z_F z_High School    Home Maker       46    Private
## 770               Yes z_F z_High School       Student       49    Private
## 771  $240,194     Yes z_F     Bachelors       Manager       25    Private
## 772  $392,573     Yes   M       Masters        Lawyer       56    Private
## 773  $224,831    z_No   M       Masters        Lawyer       32    Private
## 774  $268,333     Yes   M       Masters       Manager       39    Private
## 775  $141,398    z_No   M  <High School z_Blue Collar       39 Commercial
## 776        $0    z_No   M  <High School z_Blue Collar       50    Private
## 777  $345,288    z_No   M     Bachelors  Professional       38    Private
## 778        $0    z_No z_F z_High School    Home Maker       28    Private
## 779               Yes   M z_High School       Student       37    Private
## 780  $137,865     Yes z_F z_High School z_Blue Collar       29 Commercial
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## 782  $158,126     Yes z_F     Bachelors      Clerical       74    Private
## 783        $0    z_No   M     Bachelors  Professional        5 Commercial
## 784   $98,860    z_No   M  <High School       Student       42    Private
## 785        $0    z_No z_F     Bachelors       Manager       43    Private
## 786  $100,519     Yes z_F z_High School      Clerical       43    Private
## 787  $286,479     Yes z_F z_High School z_Blue Collar       55 Commercial
## 788  $162,024     Yes   M z_High School z_Blue Collar       54    Private
## 789        $0    z_No z_F z_High School z_Blue Collar       37 Commercial
## 790        $0    z_No z_F z_High School      Clerical       35    Private
## 791  $116,913     Yes z_F       Masters  Professional        5    Private
## 792        $0    z_No   M z_High School       Student       58 Commercial
## 793               Yes z_F       Masters        Lawyer       51    Private
## 794  $236,707     Yes   M       Masters        Lawyer       24    Private
## 795        $0    z_No   M z_High School      Clerical       53    Private
## 796        $0     Yes z_F  <High School       Student       42    Private
## 797        $0    z_No   M     Bachelors  Professional       19    Private
## 798  $110,627     Yes z_F           PhD    Home Maker       43    Private
## 799  $544,976    z_No   M           PhD       Manager       11 Commercial
## 800  $323,805     Yes   M       Masters  Professional       31    Private
## 801  $295,463     Yes   M       Masters        Lawyer       30    Private
## 802  $285,139     Yes   M       Masters       Manager       60 Commercial
## 803  $197,173     Yes z_F z_High School      Clerical       26    Private
## 804  $247,991     Yes z_F       Masters        Lawyer       42    Private
## 805  $158,811     Yes   M       Masters       Manager       51    Private
## 806  $198,019     Yes z_F     Bachelors  Professional        5    Private
## 807  $119,210     Yes   M z_High School      Clerical       40    Private
## 808  $292,964    z_No   M z_High School       Manager       24    Private
## 809  $243,854     Yes   M     Bachelors z_Blue Collar       52 Commercial
## 810  $198,173     Yes z_F z_High School z_Blue Collar       28 Commercial
## 811  $218,781     Yes z_F     Bachelors  Professional       23    Private
## 812  $124,867     Yes   M  <High School z_Blue Collar       32 Commercial
## 813        $0    z_No z_F     Bachelors z_Blue Collar       21    Private
## 814  $222,348     Yes z_F       Masters        Lawyer       10    Private
## 815        $0    z_No z_F z_High School z_Blue Collar       51 Commercial
## 816  $227,214     Yes   M     Bachelors       Manager       30    Private
## 817        $0     Yes z_F     Bachelors       Student       47    Private
## 818  $302,628     Yes   M       Masters       Manager       16    Private
## 819        $0    z_No z_F           PhD                     40 Commercial
## 820        $0    z_No z_F       Masters        Lawyer       31    Private
## 821  $229,425     Yes   M     Bachelors  Professional       17    Private
## 822  $223,491     Yes   M z_High School  Professional       66    Private
## 823  $340,085    z_No z_F     Bachelors       Manager       23    Private
## 824        $0    z_No z_F z_High School       Manager       18    Private
## 825  $496,550     Yes z_F       Masters        Lawyer       18    Private
## 826  $322,978    z_No z_F       Masters        Lawyer       49    Private
## 827   $90,212     Yes   M z_High School      Clerical        7 Commercial
## 828        $0     Yes   M  <High School       Student       24    Private
## 829        $0    z_No z_F           PhD        Lawyer       40    Private
## 830        $0    z_No z_F z_High School      Clerical       24    Private
## 831  $143,909     Yes z_F       Masters        Lawyer       25    Private
## 832   $87,721     Yes z_F           PhD       Manager       40    Private
## 833  $379,399     Yes z_F           PhD       Manager       23 Commercial
## 834  $246,002     Yes z_F     Bachelors  Professional       24    Private
## 835  $296,150     Yes   M           PhD       Manager       22 Commercial
## 836  $559,830    z_No z_F           PhD                     50 Commercial
## 837  $227,786     Yes z_F  <High School      Clerical       22    Private
## 838  $143,884    z_No   M       Masters        Lawyer       26    Private
## 839  $260,892     Yes   M       Masters  Professional       49    Private
## 840        $0    z_No   M       Masters                     36 Commercial
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## 842  $448,442     Yes   M           PhD        Doctor       26    Private
## 843  $310,620     Yes   M     Bachelors  Professional       88    Private
## 844        $0    z_No z_F       Masters        Lawyer       18    Private
## 845        $0    z_No   M  <High School z_Blue Collar       36 Commercial
## 846        $0    z_No z_F     Bachelors       Student       11 Commercial
## 847  $275,761    z_No z_F z_High School z_Blue Collar       71 Commercial
## 848        $0    z_No   M     Bachelors       Student       45    Private
## 849        $0    z_No   M     Bachelors       Student       18 Commercial
## 850  $177,004     Yes   M     Bachelors  Professional       26    Private
## 851  $254,858     Yes   M     Bachelors z_Blue Collar       42 Commercial
## 852  $316,705     Yes   M       Masters        Lawyer       48    Private
## 853  $492,219    z_No   M           PhD        Doctor       27    Private
## 854  $218,964     Yes z_F     Bachelors      Clerical       45    Private
## 855  $197,752    z_No z_F     Bachelors       Manager       37    Private
## 856  $167,980     Yes z_F z_High School      Clerical       22    Private
## 857   $87,503     Yes   M z_High School       Student       16 Commercial
## 858  $118,518     Yes   M       Masters                     10 Commercial
## 859        $0     Yes   M     Bachelors       Student       39 Commercial
## 860        $0    z_No z_F       Masters        Lawyer        9    Private
## 861  $430,484    z_No   M       Masters                     58 Commercial
## 862  $344,523     Yes   M       Masters        Lawyer       41    Private
## 863  $266,417    z_No z_F     Bachelors       Manager       19    Private
## 864               Yes   M       Masters                     39 Commercial
## 865        $0     Yes z_F z_High School       Student       35    Private
## 866        $0    z_No z_F z_High School  Professional       32    Private
## 867  $129,102     Yes z_F z_High School      Clerical       23    Private
## 868  $162,455    z_No z_F  <High School      Clerical       21 Commercial
## 869  $222,553     Yes z_F       Masters        Lawyer       29    Private
## 870        $0     Yes z_F z_High School       Student       13 Commercial
## 871               Yes z_F           PhD        Doctor       46    Private
## 872  $286,147     Yes z_F     Bachelors  Professional       33    Private
## 873        $0    z_No   M       Masters  Professional       31 Commercial
## 874  $134,398     Yes z_F     Bachelors    Home Maker       39    Private
## 875        $0    z_No z_F     Bachelors  Professional       21    Private
## 876  $268,393     Yes z_F z_High School z_Blue Collar       44 Commercial
## 877  $276,038    z_No z_F z_High School z_Blue Collar       33    Private
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## 879   $51,893    z_No   M z_High School       Student       55 Commercial
## 880   $56,089     Yes z_F z_High School    Home Maker       27    Private
## 881        $0    z_No z_F           PhD    Home Maker       46    Private
## 882        $0    z_No z_F z_High School  Professional        5    Private
## 883  $228,496    z_No   M z_High School      Clerical       36 Commercial
## 884  $282,590    z_No   M       Masters        Lawyer       40    Private
## 885  $202,236    z_No z_F     Bachelors z_Blue Collar       29 Commercial
## 886        $0    z_No z_F           PhD                     46 Commercial
## 887  $243,719     Yes z_F       Masters        Lawyer       23    Private
## 888  $166,138     Yes   M z_High School      Clerical       40    Private
## 889  $244,387     Yes z_F     Bachelors      Clerical        5    Private
## 890        $0     Yes   M z_High School       Student       21    Private
## 891  $335,050     Yes   M           PhD       Manager       28    Private
## 892  $184,411     Yes   M z_High School z_Blue Collar       48 Commercial
## 893  $128,776     Yes z_F  <High School z_Blue Collar       34    Private
## 894        $0    z_No z_F z_High School      Clerical       16    Private
## 895        $0     Yes z_F  <High School       Student       39 Commercial
## 896  $310,275    z_No   M     Bachelors       Manager       46 Commercial
## 897        $0     Yes z_F  <High School       Student       57    Private
## 898  $152,771     Yes z_F  <High School z_Blue Collar       33    Private
## 899  $582,905    z_No z_F       Masters        Lawyer       17    Private
## 900        $0    z_No   M     Bachelors  Professional       13    Private
## 901  $195,693     Yes z_F z_High School       Manager       30    Private
## 902        $0     Yes   M z_High School       Student       60    Private
## 903   $59,496     Yes z_F     Bachelors    Home Maker       21    Private
## 904  $226,596     Yes   M       Masters       Manager       25    Private
## 905  $298,356     Yes   M       Masters        Lawyer       23    Private
## 906        $0    z_No z_F z_High School       Student       12 Commercial
## 907  $342,272     Yes   M       Masters       Manager        7    Private
## 908  $214,022     Yes   M z_High School       Manager       26    Private
## 909        $0    z_No z_F  <High School       Student       35    Private
## 910  $183,779     Yes   M       Masters        Lawyer       66    Private
## 911  $301,965     Yes   M     Bachelors  Professional       50    Private
## 912  $348,968     Yes   M z_High School       Manager       39    Private
## 913        $0    z_No   M z_High School  Professional       45    Private
## 914  $213,835    z_No z_F z_High School z_Blue Collar       42 Commercial
## 915        $0    z_No z_F       Masters        Lawyer       38    Private
## 916  $270,342     Yes   M       Masters  Professional       26    Private
## 917  $390,952     Yes z_F       Masters  Professional       31    Private
## 918  $212,878     Yes z_F       Masters        Lawyer       13    Private
## 919   $64,192     Yes z_F  <High School    Home Maker       24    Private
## 920  $174,247     Yes z_F z_High School  Professional       38    Private
## 921  $257,408     Yes   M     Bachelors  Professional       49 Commercial
## 922        $0     Yes   M z_High School       Student       59    Private
## 923  $202,465     Yes   M       Masters                     20 Commercial
## 924  $181,137     Yes   M z_High School      Clerical        5    Private
## 925  $197,752    z_No z_F     Bachelors       Manager       37    Private
## 926        $0    z_No   M       Masters                     61 Commercial
## 927  $497,746     Yes z_F           PhD        Doctor       35    Private
## 928        $0    z_No z_F       Masters    Home Maker       23 Commercial
## 929  $253,869     Yes   M     Bachelors  Professional        5    Private
## 930  $295,537     Yes   M z_High School z_Blue Collar       40 Commercial
## 931        $0    z_No z_F           PhD       Manager       29    Private
## 932        $0    z_No   M z_High School      Clerical       13 Commercial
## 933  $147,506     Yes z_F z_High School    Home Maker       32    Private
## 934  $116,005     Yes z_F  <High School      Clerical       38    Private
## 935  $249,251     Yes   M       Masters        Lawyer       36    Private
## 936  $240,683     Yes z_F       Masters       Manager       37    Private
## 937  $183,992    z_No   M z_High School z_Blue Collar       30 Commercial
## 938  $234,546    z_No   M       Masters                     18 Commercial
## 939  $131,767     Yes z_F       Masters        Lawyer       17    Private
## 940   $96,761     Yes z_F z_High School    Home Maker       34 Commercial
## 941        $0    z_No z_F     Bachelors  Professional       46    Private
## 942        $0    z_No   M z_High School z_Blue Collar       57 Commercial
## 943        $0    z_No   M  <High School      Clerical       40    Private
## 944  $276,821    z_No z_F     Bachelors       Manager       33    Private
## 945        $0    z_No z_F       Masters        Lawyer       37    Private
## 946  $182,945    z_No z_F z_High School z_Blue Collar       52 Commercial
## 947  $183,880     Yes z_F z_High School  Professional       64    Private
## 948  $214,103     Yes z_F     Bachelors      Clerical       32    Private
## 949        $0     Yes   M     Bachelors       Student       13 Commercial
## 950  $209,993     Yes z_F z_High School       Manager       47    Private
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## 952  $324,059     Yes z_F       Masters       Manager       32 Commercial
## 953        $0    z_No   M z_High School z_Blue Collar       43 Commercial
## 954  $103,647    z_No z_F           PhD    Home Maker       31    Private
## 955  $275,991     Yes z_F       Masters        Lawyer       35    Private
## 956  $148,600     Yes z_F z_High School z_Blue Collar       11 Commercial
## 957  $180,173     Yes z_F z_High School z_Blue Collar        9 Commercial
## 958        $0    z_No z_F z_High School      Clerical       52    Private
## 959  $104,523     Yes   M       Masters                     30 Commercial
## 960  $227,449     Yes   M       Masters        Lawyer       46    Private
## 961        $0    z_No   M     Bachelors  Professional       27 Commercial
## 962  $151,790     Yes   M z_High School z_Blue Collar       24 Commercial
## 963  $258,636     Yes z_F z_High School z_Blue Collar       34 Commercial
## 964  $250,792     Yes   M  <High School z_Blue Collar       42    Private
## 965  $323,947     Yes z_F       Masters        Lawyer       32    Private
## 966  $267,679     Yes z_F       Masters        Lawyer       25    Private
## 967  $249,564     Yes   M     Bachelors       Manager       26    Private
## 968        $0    z_No   M z_High School z_Blue Collar       61 Commercial
## 969  $249,488     Yes z_F           PhD        Doctor       38    Private
## 970  $183,242    z_No z_F z_High School  Professional       46    Private
## 971  $473,366     Yes   M     Bachelors  Professional       22    Private
## 972  $117,163    z_No z_F z_High School      Clerical        5    Private
## 973        $0    z_No z_F z_High School       Student        5 Commercial
## 974        $0    z_No z_F     Bachelors      Clerical       45    Private
## 975  $136,205     Yes   M z_High School       Manager        5    Private
## 976  $183,581     Yes z_F     Bachelors    Home Maker       40    Private
## 977        $0    z_No z_F       Masters  Professional       46    Private
## 978  $252,133    z_No   M       Masters  Professional       41 Commercial
## 979  $125,191     Yes   M  <High School z_Blue Collar       25    Private
## 980  $284,160     Yes z_F z_High School z_Blue Collar       48 Commercial
## 981  $126,080     Yes z_F z_High School      Clerical       51    Private
## 982  $738,153     Yes   M           PhD                     34 Commercial
## 983  $258,898    z_No   M       Masters       Manager       32    Private
## 984  $147,749     Yes   M       Masters  Professional       30 Commercial
## 985  $137,268     Yes   M z_High School      Clerical       65 Commercial
## 986   $83,306    z_No   M  <High School    Home Maker       50    Private
## 987        $0    z_No   M  <High School z_Blue Collar       32 Commercial
## 988  $212,655     Yes z_F     Bachelors  Professional       40    Private
## 989  $106,069     Yes   M     Bachelors      Clerical       44 Commercial
## 990        $0    z_No z_F     Bachelors z_Blue Collar       39    Private
## 991  $199,330     Yes   M       Masters       Manager       18 Commercial
## 992        $0    z_No   M       Masters  Professional       33 Commercial
## 993        $0    z_No z_F z_High School      Clerical       68    Private
## 994  $233,946     Yes   M       Masters                     62 Commercial
## 995  $142,997     Yes z_F  <High School      Clerical       47    Private
## 996        $0    z_No z_F z_High School      Clerical       90    Private
## 997        $0    z_No z_F       Masters       Manager        5    Private
## 998  $251,945     Yes z_F       Masters        Lawyer       26    Private
## 999   $55,761    z_No z_F       Masters    Home Maker       21    Private
## 1000  $93,901    z_No z_F           PhD    Home Maker       55    Private
## 1001 $171,248     Yes z_F     Bachelors  Professional       37    Private
## 1002 $351,394     Yes   M       Masters        Lawyer       51    Private
## 1003 $232,498     Yes z_F     Bachelors  Professional        5 Commercial
## 1004 $168,597     Yes   M  <High School      Clerical       37    Private
## 1005       $0    z_No   M z_High School       Manager       34 Commercial
## 1006       $0     Yes z_F z_High School       Student       33 Commercial
## 1007              Yes z_F z_High School       Student       24 Commercial
## 1008 $131,010     Yes   M  <High School      Clerical       30    Private
## 1009 $275,748     Yes z_F     Bachelors z_Blue Collar       37 Commercial
## 1010       $0    z_No   M       Masters                     65 Commercial
## 1011 $255,939     Yes   M z_High School  Professional       20    Private
## 1012       $0    z_No   M  <High School      Clerical       34    Private
## 1013       $0    z_No z_F     Bachelors z_Blue Collar       31    Private
## 1014 $197,331     Yes   M     Bachelors z_Blue Collar       24    Private
## 1015 $233,583     Yes   M     Bachelors       Manager       15    Private
## 1016 $113,491     Yes   M       Masters       Manager       21    Private
## 1017       $0    z_No z_F       Masters        Lawyer       18    Private
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## 1019              Yes   M     Bachelors  Professional       16    Private
## 1020 $154,357    z_No z_F z_High School    Home Maker        7    Private
## 1021 $387,349    z_No   M       Masters  Professional       66 Commercial
## 1022 $147,765     Yes   M  <High School      Clerical       59    Private
## 1023       $0    z_No z_F     Bachelors      Clerical       16    Private
## 1024 $133,939     Yes z_F z_High School      Clerical       15    Private
## 1025 $392,118     Yes   M           PhD        Doctor       56    Private
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## 1027       $0    z_No z_F  <High School    Home Maker       56    Private
## 1028 $242,381     Yes z_F     Bachelors  Professional       16    Private
## 1029       $0    z_No z_F     Bachelors    Home Maker       31    Private
## 1030 $266,848     Yes   M  <High School z_Blue Collar       40    Private
## 1031       $0    z_No   M           PhD                     31 Commercial
## 1032       $0    z_No   M  <High School       Student       38    Private
## 1033       $0     Yes z_F  <High School       Student        9    Private
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## 1035       $0    z_No z_F     Bachelors  Professional       37    Private
## 1036 $146,780     Yes z_F  <High School z_Blue Collar       19    Private
## 1037       $0     Yes z_F z_High School       Student       33 Commercial
## 1038 $174,139    z_No   M  <High School      Clerical       39    Private
## 1039 $231,151     Yes z_F     Bachelors       Manager       38    Private
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## 1041       $0     Yes z_F     Bachelors       Student        7 Commercial
## 1042       $0    z_No   M       Masters        Lawyer       52    Private
## 1043       $0    z_No   M     Bachelors       Student        5 Commercial
## 1044       $0     Yes   M z_High School       Student       36    Private
## 1045 $173,254     Yes   M  <High School      Clerical       31    Private
## 1046       $0    z_No   M           PhD       Manager       30 Commercial
## 1047 $195,489     Yes z_F z_High School z_Blue Collar       32 Commercial
## 1048 $121,949     Yes   M z_High School      Clerical       41    Private
## 1049       $0    z_No z_F z_High School      Clerical       26    Private
## 1050 $278,852     Yes z_F       Masters                     24 Commercial
## 1051 $235,719     Yes   M     Bachelors       Manager       28 Commercial
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## 1053 $231,278     Yes z_F     Bachelors      Clerical       14    Private
## 1054       $0     Yes   M  <High School       Student       23 Commercial
## 1055       $0    z_No   M           PhD        Doctor       31    Private
## 1056 $362,541    z_No z_F z_High School  Professional       37    Private
## 1057 $367,562     Yes   M       Masters                     16 Commercial
## 1058       $0    z_No z_F z_High School    Home Maker       45    Private
## 1059       $0    z_No z_F     Bachelors  Professional       44 Commercial
## 1060       $0    z_No   M z_High School z_Blue Collar       30 Commercial
## 1061       $0     Yes z_F     Bachelors       Student       42 Commercial
## 1062 $183,979     Yes   M           PhD        Doctor       30    Private
## 1063       $0    z_No z_F z_High School      Clerical       24    Private
## 1064 $255,595     Yes   M z_High School      Clerical       48 Commercial
## 1065 $193,644     Yes   M     Bachelors z_Blue Collar       41 Commercial
## 1066 $196,320     Yes z_F  <High School z_Blue Collar       38    Private
## 1067       $0    z_No   M  <High School z_Blue Collar       34    Private
## 1068       $0    z_No   M  <High School      Clerical       22 Commercial
## 1069 $208,613     Yes   M z_High School       Manager       23 Commercial
## 1070 $104,742     Yes z_F z_High School      Clerical       38    Private
## 1071 $406,547     Yes   M           PhD                     15 Commercial
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## 1073       $0    z_No z_F  <High School      Clerical       30    Private
## 1074  $69,014     Yes z_F  <High School    Home Maker       38    Private
## 1075 $340,102     Yes   M           PhD       Manager       34    Private
## 1076       $0     Yes   M     Bachelors       Student       46 Commercial
## 1077       $0    z_No z_F  <High School z_Blue Collar       53    Private
## 1078       $0    z_No   M     Bachelors z_Blue Collar       41 Commercial
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## 1080       $0    z_No z_F  <High School z_Blue Collar        5    Private
## 1081       $0    z_No   M     Bachelors       Student       47    Private
## 1082       $0     Yes z_F z_High School       Student       32    Private
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## 1084 $165,178     Yes z_F z_High School      Clerical       68    Private
## 1085 $390,144     Yes   M     Bachelors  Professional       24 Commercial
## 1086 $136,298     Yes z_F  <High School      Clerical       15    Private
## 1087       $0    z_No z_F z_High School      Clerical       35    Private
## 1088 $343,404     Yes   M           PhD                     38 Commercial
## 1089       $0    z_No z_F     Bachelors z_Blue Collar       29 Commercial
## 1090 $175,922    z_No   M  <High School z_Blue Collar       25    Private
## 1091 $208,431    z_No z_F       Masters        Lawyer       59    Private
## 1092 $347,068     Yes   M       Masters        Lawyer       29    Private
## 1093  $94,474     Yes z_F z_High School    Home Maker       24    Private
## 1094 $349,652     Yes z_F       Masters        Lawyer       59    Private
## 1095 $213,376     Yes z_F z_High School      Clerical       23    Private
## 1096       $0    z_No   M  <High School z_Blue Collar       24 Commercial
## 1097       $0     Yes   M z_High School       Student        5 Commercial
## 1098 $164,614     Yes   M z_High School       Manager       35    Private
## 1099 $258,068     Yes z_F       Masters        Lawyer       35    Private
## 1100       $0     Yes z_F     Bachelors       Student       40 Commercial
## 1101 $255,588     Yes z_F       Masters  Professional       20    Private
## 1102 $173,591     Yes z_F z_High School      Clerical       21    Private
## 1103 $152,463     Yes z_F z_High School      Clerical       54    Private
## 1104  $80,883     Yes z_F     Bachelors    Home Maker       26    Private
## 1105  $97,040     Yes z_F z_High School    Home Maker       36    Private
## 1106       $0    z_No   M       Masters        Lawyer        5    Private
## 1107 $121,454     Yes z_F       Masters    Home Maker       23 Commercial
## 1108       $0    z_No z_F       Masters    Home Maker       24    Private
## 1109 $276,929     Yes   M     Bachelors  Professional       38 Commercial
## 1110 $335,737     Yes   M     Bachelors z_Blue Collar       59 Commercial
## 1111 $136,383    z_No z_F           PhD    Home Maker       33    Private
## 1112 $169,080     Yes z_F z_High School      Clerical       48    Private
## 1113             z_No z_F  <High School z_Blue Collar       20    Private
## 1114       $0    z_No   M     Bachelors z_Blue Collar       34 Commercial
## 1115  $81,891     Yes z_F  <High School      Clerical       21    Private
## 1116 $251,826    z_No z_F     Bachelors  Professional       64    Private
## 1117 $220,417     Yes   M z_High School      Clerical       57    Private
## 1118       $0    z_No z_F     Bachelors z_Blue Collar       49    Private
## 1119  $94,434    z_No z_F z_High School    Home Maker       27    Private
## 1120       $0    z_No   M       Masters  Professional       56    Private
## 1121 $223,484     Yes   M z_High School z_Blue Collar       55 Commercial
## 1122       $0    z_No z_F z_High School    Home Maker        5    Private
## 1123 $202,455     Yes z_F     Bachelors z_Blue Collar       56 Commercial
## 1124 $270,550     Yes   M     Bachelors  Professional       34 Commercial
## 1125 $165,806    z_No   M     Bachelors  Professional       51 Commercial
## 1126       $0    z_No   M z_High School z_Blue Collar       39 Commercial
## 1127 $300,906     Yes z_F     Bachelors       Manager       34    Private
## 1128 $152,144    z_No z_F z_High School    Home Maker       40    Private
## 1129 $107,774     Yes   M       Masters       Manager       47 Commercial
## 1130              Yes z_F       Masters        Lawyer       14    Private
## 1131 $245,925     Yes z_F  <High School z_Blue Collar       57    Private
## 1132 $140,727     Yes   M z_High School z_Blue Collar       47 Commercial
## 1133       $0    z_No z_F       Masters        Lawyer       18    Private
## 1134 $264,840     Yes   M     Bachelors z_Blue Collar       63 Commercial
## 1135 $172,043     Yes z_F z_High School      Clerical       29 Commercial
## 1136 $151,255     Yes   M  <High School z_Blue Collar       36    Private
## 1137       $0    z_No   M z_High School z_Blue Collar       69 Commercial
## 1138 $240,520    z_No z_F     Bachelors  Professional       25    Private
## 1139       $0    z_No   M     Bachelors       Student       25 Commercial
## 1140  $98,357     Yes z_F  <High School      Clerical       50    Private
## 1141 $304,438    z_No z_F     Bachelors z_Blue Collar       28 Commercial
## 1142 $116,360     Yes z_F     Bachelors    Home Maker       33    Private
## 1143 $227,305     Yes   M           PhD       Manager       22    Private
## 1144       $0     Yes z_F z_High School       Student       53    Private
## 1145 $281,910     Yes z_F     Bachelors       Manager       34    Private
## 1146 $154,796     Yes   M z_High School z_Blue Collar       57 Commercial
## 1147              Yes   M           PhD                     20 Commercial
## 1148 $129,556     Yes z_F z_High School      Clerical       48 Commercial
## 1149 $232,678     Yes   M       Masters        Lawyer       29    Private
## 1150 $167,006     Yes   M       Masters        Lawyer       49    Private
## 1151       $0    z_No   M z_High School z_Blue Collar       46 Commercial
## 1152 $418,686     Yes   M       Masters                      5 Commercial
## 1153 $157,907     Yes   M z_High School z_Blue Collar       39 Commercial
## 1154       $0    z_No z_F     Bachelors      Clerical       12    Private
## 1155 $177,328     Yes z_F       Masters       Manager       30    Private
## 1156       $0    z_No z_F  <High School    Home Maker       34    Private
## 1157 $281,482     Yes   M           PhD                     38 Commercial
## 1158       $0    z_No   M           PhD       Manager       23 Commercial
## 1159 $204,795     Yes   M     Bachelors  Professional       57    Private
## 1160       $0    z_No z_F     Bachelors       Manager       30    Private
## 1161 $435,509    z_No z_F       Masters       Manager       11    Private
## 1162       $0    z_No z_F     Bachelors       Student       31 Commercial
## 1163 $289,825     Yes   M z_High School z_Blue Collar        9 Commercial
## 1164 $158,720     Yes   M z_High School      Clerical       34    Private
## 1165  $82,620     Yes z_F           PhD    Home Maker       47    Private
## 1166 $303,050     Yes   M       Masters        Lawyer       45    Private
## 1167 $238,724     Yes z_F     Bachelors       Manager       27    Private
## 1168 $212,757     Yes   M     Bachelors  Professional       50 Commercial
## 1169 $327,205     Yes z_F       Masters       Manager       25    Private
## 1170 $223,035     Yes   M z_High School  Professional       46    Private
## 1171  $97,183    z_No z_F     Bachelors    Home Maker       32    Private
## 1172       $0    z_No   M           PhD        Lawyer       22    Private
## 1173 $117,426    z_No   M z_High School      Clerical       20    Private
## 1174       $0    z_No   M  <High School z_Blue Collar       24    Private
## 1175 $182,676     Yes z_F       Masters                     24 Commercial
## 1176 $326,499     Yes z_F           PhD        Doctor       16    Private
## 1177 $142,985     Yes z_F z_High School    Home Maker       47    Private
## 1178 $203,217     Yes   M     Bachelors       Manager       28    Private
## 1179 $169,843     Yes z_F z_High School      Clerical       35    Private
## 1180 $187,879     Yes   M       Masters                     51 Commercial
## 1181  $97,754    z_No   M z_High School       Student       22 Commercial
## 1182       $0    z_No z_F  <High School      Clerical       27    Private
## 1183       $0    z_No   M       Masters        Lawyer       40    Private
## 1184       $0    z_No z_F     Bachelors       Manager       50    Private
## 1185 $193,057     Yes z_F z_High School z_Blue Collar       75 Commercial
## 1186 $288,294     Yes   M       Masters                     32 Commercial
## 1187 $111,129     Yes z_F           PhD    Home Maker       33    Private
## 1188 $110,650     Yes z_F           PhD       Manager       17    Private
## 1189             z_No   M       Masters        Lawyer       50    Private
## 1190 $295,428     Yes   M z_High School z_Blue Collar       30 Commercial
## 1191 $142,430     Yes   M z_High School      Clerical       38 Commercial
## 1192 $183,890     Yes z_F       Masters        Lawyer       49    Private
## 1193       $0    z_No   M     Bachelors z_Blue Collar       37 Commercial
## 1194       $0    z_No   M z_High School z_Blue Collar       15 Commercial
## 1195       $0    z_No z_F     Bachelors z_Blue Collar       49 Commercial
## 1196 $265,823     Yes   M z_High School z_Blue Collar       63    Private
## 1197 $190,317     Yes z_F       Masters  Professional       29    Private
## 1198       $0     Yes   M  <High School       Student       26    Private
## 1199       $0     Yes z_F z_High School       Student       25    Private
## 1200 $259,874     Yes z_F z_High School       Manager       25    Private
## 1201 $140,323     Yes   M  <High School      Clerical       45 Commercial
## 1202 $511,661     Yes   M       Masters        Lawyer       17    Private
## 1203 $278,185     Yes z_F       Masters        Lawyer        5    Private
## 1204 $129,916    z_No z_F  <High School      Clerical        5    Private
## 1205       $0    z_No   M z_High School z_Blue Collar       49 Commercial
## 1206 $347,418     Yes   M       Masters                     35 Commercial
## 1207 $290,521     Yes   M z_High School z_Blue Collar       67 Commercial
## 1208       $0    z_No z_F  <High School      Clerical       52    Private
## 1209 $116,797    z_No z_F     Bachelors    Home Maker       25    Private
## 1210       $0    z_No z_F       Masters        Lawyer       39    Private
## 1211 $214,707     Yes z_F z_High School  Professional        5    Private
## 1212  $64,198    z_No z_F  <High School    Home Maker       35    Private
## 1213 $143,714     Yes   M  <High School z_Blue Collar       25 Commercial
## 1214  $69,692     Yes   M           PhD        Lawyer       30    Private
## 1215       $0     Yes   M z_High School       Student       27 Commercial
## 1216 $247,913     Yes z_F z_High School z_Blue Collar        5 Commercial
## 1217       $0     Yes   M  <High School       Student       72    Private
## 1218 $210,979     Yes z_F z_High School      Clerical       26 Commercial
## 1219       $0    z_No   M     Bachelors      Clerical       33    Private
## 1220 $284,792     Yes z_F       Masters                     42    Private
## 1221 $115,168     Yes z_F z_High School z_Blue Collar        5 Commercial
## 1222 $143,283     Yes   M z_High School      Clerical        8    Private
## 1223 $171,805     Yes   M z_High School z_Blue Collar       43 Commercial
## 1224 $222,584     Yes   M     Bachelors z_Blue Collar       29    Private
## 1225       $0    z_No z_F  <High School    Home Maker       26    Private
## 1226 $262,673     Yes   M z_High School z_Blue Collar        5 Commercial
## 1227 $346,399     Yes   M       Masters                     58 Commercial
## 1228 $133,640     Yes z_F z_High School      Clerical       21    Private
## 1229 $144,443    z_No z_F     Bachelors z_Blue Collar       37 Commercial
## 1230       $0    z_No   M       Masters        Lawyer       50    Private
## 1231 $205,130     Yes   M     Bachelors  Professional       58 Commercial
## 1232 $113,386     Yes   M z_High School       Student       14 Commercial
## 1233       $0    z_No   M     Bachelors       Manager       35 Commercial
## 1234 $295,872     Yes z_F           PhD        Doctor       19    Private
## 1235 $197,290     Yes   M     Bachelors      Clerical       62    Private
## 1236       $0    z_No z_F z_High School    Home Maker       63    Private
## 1237       $0     Yes   M  <High School      Clerical        9 Commercial
## 1238 $183,660     Yes z_F z_High School z_Blue Collar       42 Commercial
## 1239 $166,306     Yes z_F z_High School z_Blue Collar       41 Commercial
## 1240 $229,682     Yes z_F     Bachelors  Professional       36    Private
## 1241 $125,266     Yes z_F           PhD    Home Maker        5 Commercial
## 1242 $218,904     Yes z_F     Bachelors  Professional       24    Private
## 1243       $0    z_No   M       Masters                     43 Commercial
## 1244 $178,105     Yes z_F z_High School      Clerical       47    Private
## 1245 $119,567     Yes   M z_High School z_Blue Collar       36 Commercial
## 1246 $259,414     Yes z_F     Bachelors z_Blue Collar       34 Commercial
## 1247  $99,767     Yes z_F z_High School    Home Maker       44    Private
## 1248 $488,301    z_No z_F           PhD        Lawyer       42    Private
## 1249 $154,253    z_No   M     Bachelors       Manager       25    Private
## 1250 $187,397     Yes   M     Bachelors z_Blue Collar       50 Commercial
## 1251       $0    z_No z_F     Bachelors z_Blue Collar       43 Commercial
## 1252 $218,441     Yes z_F           PhD        Doctor       31    Private
## 1253 $192,396     Yes z_F     Bachelors  Professional       64    Private
## 1254 $529,523     Yes   M       Masters       Manager       46 Commercial
## 1255 $221,460     Yes   M     Bachelors  Professional       26    Private
## 1256 $306,724     Yes   M       Masters        Lawyer       26    Private
## 1257              Yes z_F z_High School      Clerical       21    Private
## 1258 $166,481     Yes z_F z_High School      Clerical       30    Private
## 1259 $347,956     Yes z_F           PhD  Professional       24    Private
## 1260 $283,545    z_No   M     Bachelors  Professional       32 Commercial
## 1261       $0    z_No   M       Masters        Lawyer       37    Private
## 1262 $303,759     Yes   M     Bachelors  Professional       27    Private
## 1263 $213,887     Yes   M z_High School z_Blue Collar       54 Commercial
## 1264       $0    z_No z_F           PhD        Doctor       38    Private
## 1265       $0     Yes z_F  <High School       Student       32    Private
## 1266 $199,244     Yes   M       Masters        Lawyer       57    Private
## 1267  $94,925    z_No   M z_High School       Manager       28    Private
## 1268 $215,344     Yes z_F     Bachelors z_Blue Collar       26 Commercial
## 1269 $114,949     Yes   M     Bachelors       Student       30 Commercial
## 1270 $194,653    z_No   M     Bachelors z_Blue Collar       36 Commercial
## 1271       $0    z_No z_F z_High School z_Blue Collar       32 Commercial
## 1272       $0    z_No   M z_High School      Clerical        5    Private
## 1273       $0    z_No   M       Masters                     32 Commercial
## 1274 $136,098    z_No   M  <High School z_Blue Collar       24 Commercial
## 1275       $0    z_No z_F     Bachelors z_Blue Collar       61 Commercial
## 1276 $324,437    z_No   M           PhD        Doctor       14    Private
## 1277       $0    z_No z_F       Masters                     17    Private
## 1278       $0    z_No   M  <High School       Student       62 Commercial
## 1279       $0    z_No z_F z_High School       Student       21    Private
## 1280 $306,407    z_No   M     Bachelors  Professional       31    Private
## 1281 $296,689     Yes z_F       Masters        Lawyer       27    Private
## 1282       $0    z_No   M z_High School       Student       23 Commercial
## 1283 $161,735     Yes z_F z_High School z_Blue Collar       32 Commercial
## 1284 $366,424    z_No z_F           PhD        Doctor       25    Private
## 1285       $0    z_No z_F     Bachelors z_Blue Collar       55 Commercial
## 1286       $0    z_No   M     Bachelors      Clerical       34    Private
## 1287 $148,339    z_No z_F z_High School      Clerical       56    Private
## 1288 $269,056     Yes z_F       Masters        Lawyer       37    Private
## 1289 $330,596     Yes z_F       Masters                     30 Commercial
## 1290       $0    z_No   M       Masters        Lawyer        5    Private
## 1291 $230,262     Yes z_F z_High School      Clerical        5    Private
## 1292 $150,516     Yes   M z_High School  Professional       43 Commercial
## 1293       $0     Yes z_F     Bachelors       Student       40    Private
## 1294             z_No   M     Bachelors z_Blue Collar       29 Commercial
## 1295 $216,780     Yes   M     Bachelors z_Blue Collar       46 Commercial
## 1296       $0    z_No z_F       Masters        Lawyer       60    Private
## 1297 $273,337     Yes   M       Masters        Lawyer       26    Private
## 1298       $0    z_No   M z_High School z_Blue Collar       59 Commercial
## 1299 $156,435     Yes   M z_High School      Clerical       24    Private
## 1300              Yes z_F     Bachelors z_Blue Collar       49 Commercial
## 1301       $0    z_No z_F z_High School       Student       49    Private
## 1302       $0    z_No   M     Bachelors z_Blue Collar       33 Commercial
## 1303       $0    z_No   M     Bachelors z_Blue Collar       50 Commercial
## 1304              Yes z_F z_High School z_Blue Collar       39 Commercial
## 1305       $0     Yes   M z_High School       Student       50 Commercial
## 1306 $263,271     Yes   M           PhD        Doctor       36    Private
## 1307 $105,036     Yes z_F z_High School      Clerical       27    Private
## 1308 $185,913    z_No z_F           PhD    Home Maker       16    Private
## 1309 $247,486     Yes z_F     Bachelors  Professional        5 Commercial
## 1310       $0    z_No z_F     Bachelors  Professional       41    Private
## 1311 $160,202     Yes z_F z_High School      Clerical       38    Private
## 1312 $290,821     Yes z_F       Masters        Lawyer       22    Private
## 1313 $106,321    z_No z_F z_High School      Clerical       53    Private
## 1314       $0    z_No   M       Masters                     68 Commercial
## 1315       $0    z_No z_F  <High School    Home Maker       23    Private
## 1316 $253,077     Yes z_F       Masters       Manager       32    Private
## 1317 $182,167    z_No   M     Bachelors  Professional       30 Commercial
## 1318       $0    z_No z_F           PhD                     53 Commercial
## 1319 $185,665    z_No z_F     Bachelors      Clerical       30    Private
## 1320       $0    z_No   M     Bachelors       Manager       44 Commercial
## 1321 $241,795     Yes z_F     Bachelors  Professional       28    Private
## 1322 $222,008     Yes   M     Bachelors  Professional       25    Private
## 1323       $0    z_No z_F       Masters        Lawyer       21    Private
## 1324       $0    z_No   M  <High School       Student       53    Private
## 1325       $0     Yes z_F z_High School       Student       30 Commercial
## 1326 $291,785     Yes   M     Bachelors z_Blue Collar       86 Commercial
## 1327  $67,587     Yes z_F           PhD    Home Maker       28    Private
## 1328              Yes z_F z_High School    Home Maker       27    Private
## 1329       $0    z_No z_F     Bachelors       Manager       31    Private
## 1330       $0     Yes z_F z_High School       Student       57    Private
## 1331 $196,891     Yes z_F  <High School z_Blue Collar       39    Private
## 1332 $107,763    z_No z_F z_High School    Home Maker       50    Private
## 1333  $77,718     Yes z_F  <High School z_Blue Collar       10    Private
## 1334  $60,073     Yes z_F     Bachelors    Home Maker       31 Commercial
## 1335  $63,142    z_No   M z_High School       Student       42 Commercial
## 1336 $253,064     Yes z_F     Bachelors z_Blue Collar       44 Commercial
## 1337 $229,294     Yes z_F z_High School z_Blue Collar       18 Commercial
## 1338 $243,423     Yes   M       Masters       Manager       35 Commercial
## 1339 $310,472     Yes   M       Masters  Professional       38 Commercial
## 1340 $591,993     Yes   M           PhD                     35 Commercial
## 1341 $170,183     Yes z_F z_High School      Clerical       28    Private
## 1342             z_No   M     Bachelors       Student       35    Private
## 1343 $189,452    z_No   M z_High School  Professional       54 Commercial
## 1344 $428,576     Yes z_F           PhD        Doctor       12    Private
## 1345 $225,301    z_No   M       Masters  Professional       60 Commercial
## 1346 $138,247     Yes z_F  <High School      Clerical       29 Commercial
## 1347       $0    z_No z_F       Masters        Lawyer       70    Private
## 1348  $89,120     Yes   M       Masters        Lawyer       18    Private
## 1349 $148,330     Yes z_F     Bachelors       Manager       14    Private
## 1350       $0    z_No   M     Bachelors       Manager       27    Private
## 1351  $89,889     Yes z_F  <High School z_Blue Collar       46    Private
## 1352  $96,484    z_No z_F       Masters    Home Maker       37    Private
## 1353       $0    z_No z_F z_High School z_Blue Collar       36 Commercial
## 1354       $0    z_No   M       Masters  Professional       62 Commercial
## 1355 $201,598     Yes   M  <High School      Clerical       24    Private
## 1356 $314,938     Yes   M       Masters        Lawyer       19    Private
## 1357       $0    z_No z_F  <High School      Clerical       45    Private
## 1358 $172,461     Yes   M z_High School z_Blue Collar       47 Commercial
## 1359  $73,903     Yes z_F z_High School    Home Maker       54    Private
## 1360       $0    z_No z_F     Bachelors       Manager        8    Private
## 1361 $143,215     Yes   M z_High School  Professional       38    Private
## 1362 $134,014     Yes   M z_High School      Clerical       18    Private
## 1363 $310,093     Yes z_F z_High School z_Blue Collar       56 Commercial
## 1364       $0    z_No   M z_High School      Clerical       35    Private
## 1365       $0    z_No z_F z_High School       Student       45 Commercial
## 1366 $266,497    z_No   M     Bachelors z_Blue Collar       36 Commercial
## 1367              Yes   M z_High School      Clerical       48 Commercial
## 1368 $444,387     Yes z_F           PhD       Manager       35    Private
## 1369 $236,857    z_No   M     Bachelors z_Blue Collar       30 Commercial
## 1370 $352,586     Yes z_F       Masters        Lawyer       57    Private
## 1371 $226,940     Yes z_F z_High School      Clerical       30    Private
## 1372       $0    z_No   M       Masters                     31 Commercial
## 1373 $451,118     Yes   M     Bachelors  Professional       42 Commercial
## 1374             z_No   M  <High School       Student       32    Private
## 1375 $190,439     Yes   M z_High School      Clerical       13    Private
## 1376       $0    z_No z_F     Bachelors z_Blue Collar       15 Commercial
## 1377 $186,682    z_No z_F     Bachelors  Professional       58    Private
## 1378 $264,360    z_No   M z_High School z_Blue Collar       28 Commercial
## 1379 $107,132     Yes z_F  <High School      Clerical       39    Private
## 1380       $0    z_No z_F       Masters       Manager       44    Private
## 1381       $0    z_No z_F       Masters       Manager       37    Private
## 1382 $173,090    z_No   M     Bachelors z_Blue Collar       41 Commercial
## 1383 $322,467     Yes z_F       Masters  Professional       36    Private
## 1384       $0    z_No   M z_High School       Manager        8 Commercial
## 1385 $262,109     Yes   M     Bachelors       Manager       16    Private
## 1386 $121,325     Yes   M z_High School       Student       45    Private
## 1387 $207,006     Yes z_F z_High School      Clerical       32    Private
## 1388 $242,164    z_No   M     Bachelors  Professional       42 Commercial
## 1389       $0    z_No   M z_High School       Student       28 Commercial
## 1390 $127,235    z_No   M  <High School      Clerical       40    Private
## 1391 $211,304     Yes z_F z_High School z_Blue Collar       23 Commercial
## 1392       $0    z_No   M           PhD        Lawyer       52    Private
## 1393 $345,479     Yes   M           PhD                     35 Commercial
## 1394 $139,616     Yes z_F  <High School z_Blue Collar       42    Private
## 1395 $225,981    z_No z_F       Masters  Professional        5    Private
## 1396             z_No z_F  <High School      Clerical       57    Private
## 1397 $275,664     Yes   M       Masters        Lawyer       45    Private
## 1398 $248,335    z_No z_F     Bachelors       Manager       42    Private
## 1399              Yes   M       Masters        Lawyer       24    Private
## 1400       $0    z_No z_F     Bachelors z_Blue Collar       38 Commercial
## 1401       $0    z_No z_F           PhD                     21 Commercial
## 1402       $0    z_No z_F     Bachelors       Student       28 Commercial
## 1403 $101,395     Yes   M  <High School    Home Maker       34 Commercial
## 1404       $0    z_No z_F       Masters                     24 Commercial
## 1405 $295,292     Yes   M           PhD        Lawyer       28    Private
## 1406       $0    z_No   M     Bachelors      Clerical       21    Private
## 1407 $234,437     Yes   M z_High School z_Blue Collar       49 Commercial
## 1408 $167,541     Yes z_F     Bachelors z_Blue Collar       38 Commercial
## 1409  $87,178     Yes   M z_High School       Student      113 Commercial
## 1410 $255,251     Yes   M     Bachelors       Manager       51    Private
## 1411  $95,776     Yes z_F  <High School    Home Maker       46 Commercial
## 1412 $210,796    z_No   M z_High School z_Blue Collar       46 Commercial
## 1413       $0    z_No z_F     Bachelors z_Blue Collar       43 Commercial
## 1414 $221,350    z_No   M z_High School z_Blue Collar       43 Commercial
## 1415 $269,614     Yes   M     Bachelors  Professional       45    Private
## 1416 $210,356     Yes z_F z_High School z_Blue Collar       19 Commercial
## 1417       $0    z_No   M     Bachelors  Professional       54    Private
## 1418       $0    z_No   M       Masters  Professional       16 Commercial
## 1419 $206,595     Yes z_F     Bachelors  Professional       11    Private
## 1420 $216,583     Yes z_F     Bachelors      Clerical       51    Private
## 1421 $111,439     Yes z_F  <High School    Home Maker       29    Private
## 1422       $0    z_No   M           PhD                     47 Commercial
## 1423 $196,146    z_No   M z_High School z_Blue Collar       32 Commercial
## 1424  $87,526     Yes z_F  <High School      Clerical       65    Private
## 1425 $334,438     Yes z_F           PhD        Doctor       49    Private
## 1426       $0    z_No   M  <High School       Student       25    Private
## 1427 $297,195     Yes   M       Masters                      7 Commercial
## 1428 $295,162     Yes   M z_High School z_Blue Collar       26    Private
## 1429  $93,871     Yes z_F  <High School      Clerical       32    Private
## 1430       $0    z_No   M       Masters       Manager       29 Commercial
## 1431 $128,411    z_No z_F z_High School    Home Maker       45    Private
## 1432 $147,434     Yes z_F       Masters        Lawyer       48    Private
## 1433 $329,348    z_No   M       Masters                      6 Commercial
## 1434 $172,039     Yes   M z_High School      Clerical       70    Private
## 1435 $271,840     Yes z_F       Masters        Lawyer       17    Private
## 1436 $188,539     Yes z_F           PhD        Doctor       34    Private
## 1437 $176,839    z_No   M z_High School  Professional       31    Private
## 1438 $378,194     Yes z_F       Masters        Lawyer       63    Private
## 1439 $292,802     Yes z_F     Bachelors  Professional       27    Private
## 1440 $180,148     Yes z_F  <High School z_Blue Collar       44    Private
## 1441             z_No z_F     Bachelors z_Blue Collar       39 Commercial
## 1442 $166,342     Yes   M z_High School z_Blue Collar       22 Commercial
## 1443 $213,473     Yes   M z_High School z_Blue Collar       29 Commercial
## 1444 $335,993     Yes z_F     Bachelors z_Blue Collar       21 Commercial
## 1445              Yes z_F z_High School    Home Maker       33    Private
## 1446 $388,651     Yes z_F       Masters        Lawyer       33    Private
## 1447       $0    z_No   M  <High School      Clerical       33    Private
## 1448 $327,232     Yes   M     Bachelors  Professional       13 Commercial
## 1449       $0    z_No z_F  <High School      Clerical       34    Private
## 1450 $413,325     Yes z_F           PhD        Doctor       54    Private
## 1451 $275,140     Yes   M     Bachelors z_Blue Collar       40 Commercial
## 1452              Yes   M  <High School      Clerical       41    Private
## 1453 $179,607     Yes   M z_High School z_Blue Collar       27 Commercial
## 1454 $401,463     Yes z_F       Masters        Lawyer       19    Private
## 1455       $0    z_No   M     Bachelors  Professional       29 Commercial
## 1456 $255,524    z_No z_F       Masters        Lawyer        5    Private
## 1457       $0    z_No   M       Masters                     32 Commercial
## 1458 $220,811    z_No   M     Bachelors z_Blue Collar       29    Private
## 1459 $201,195     Yes   M     Bachelors      Clerical       39    Private
## 1460             z_No z_F       Masters       Manager       34    Private
## 1461 $142,139     Yes z_F  <High School z_Blue Collar        5    Private
## 1462 $280,181     Yes z_F       Masters        Lawyer       22    Private
## 1463       $0    z_No   M       Masters        Lawyer       41    Private
## 1464       $0     Yes z_F     Bachelors       Student       58    Private
## 1465 $231,145    z_No   M       Masters  Professional       26 Commercial
## 1466 $239,175     Yes   M     Bachelors z_Blue Collar       18 Commercial
## 1467 $162,915     Yes z_F     Bachelors  Professional       36    Private
## 1468 $143,523     Yes   M  <High School z_Blue Collar       40    Private
## 1469 $206,898     Yes   M z_High School      Clerical       35    Private
## 1470 $229,625     Yes z_F       Masters        Lawyer       48    Private
## 1471       $0    z_No z_F  <High School      Clerical       24    Private
## 1472       $0    z_No   M z_High School  Professional       42    Private
## 1473 $100,123    z_No   M  <High School      Clerical       35 Commercial
## 1474  $90,068    z_No z_F     Bachelors    Home Maker       50    Private
## 1475 $178,545     Yes z_F     Bachelors z_Blue Collar       40 Commercial
## 1476       $0    z_No z_F       Masters        Lawyer       59    Private
## 1477 $379,537     Yes   M       Masters       Manager       37    Private
## 1478 $272,512     Yes z_F       Masters        Lawyer       16    Private
## 1479       $0     Yes z_F  <High School       Student       34    Private
## 1480 $328,971     Yes   M       Masters                     46 Commercial
## 1481       $0    z_No   M           PhD        Doctor       19    Private
## 1482 $209,691    z_No   M z_High School      Clerical       22 Commercial
## 1483       $0    z_No   M     Bachelors z_Blue Collar       78 Commercial
## 1484 $193,646     Yes z_F       Masters                     45    Private
## 1485       $0    z_No z_F  <High School      Clerical       25    Private
## 1486 $322,692     Yes z_F       Masters        Lawyer       51    Private
## 1487 $200,891    z_No   M     Bachelors       Manager       24    Private
## 1488 $237,816     Yes z_F       Masters       Manager       45    Private
## 1489 $139,978     Yes z_F  <High School z_Blue Collar       46 Commercial
## 1490 $428,679    z_No z_F       Masters        Lawyer       43    Private
## 1491 $169,625     Yes z_F z_High School      Clerical       47    Private
## 1492 $201,418     Yes z_F     Bachelors  Professional        7    Private
## 1493 $173,611     Yes z_F z_High School      Clerical       52    Private
## 1494       $0     Yes z_F  <High School       Student       28    Private
## 1495 $283,565     Yes   M     Bachelors  Professional       10 Commercial
## 1496 $321,843     Yes   M       Masters        Lawyer       36    Private
## 1497       $0    z_No   M           PhD                     25    Private
## 1498 $165,374     Yes z_F     Bachelors  Professional       74    Private
## 1499       $0     Yes   M z_High School       Student       38 Commercial
## 1500 $150,058     Yes z_F z_High School      Clerical       42    Private
## 1501 $128,478     Yes z_F z_High School      Clerical       25    Private
## 1502       $0     Yes z_F z_High School       Student        9 Commercial
## 1503 $214,655     Yes   M       Masters        Lawyer       64    Private
## 1504       $0    z_No z_F           PhD       Manager       33    Private
## 1505 $325,936    z_No   M     Bachelors  Professional       26 Commercial
## 1506 $327,627     Yes z_F       Masters        Lawyer       48    Private
## 1507 $153,936    z_No z_F  <High School      Clerical       16    Private
## 1508 $151,782    z_No z_F           PhD        Doctor       43    Private
## 1509 $270,997    z_No   M     Bachelors       Manager       33 Commercial
## 1510 $224,649     Yes z_F     Bachelors    Home Maker       27    Private
## 1511 $154,532    z_No   M z_High School z_Blue Collar       60 Commercial
## 1512       $0    z_No z_F       Masters  Professional       20    Private
## 1513              Yes z_F z_High School z_Blue Collar       80    Private
## 1514              Yes   M       Masters                     27 Commercial
## 1515       $0    z_No z_F z_High School       Student       51 Commercial
## 1516  $78,794    z_No z_F     Bachelors    Home Maker       43    Private
## 1517  $98,218     Yes z_F z_High School      Clerical       34    Private
## 1518 $224,447     Yes   M z_High School z_Blue Collar       44 Commercial
## 1519 $194,465     Yes   M     Bachelors  Professional       49    Private
## 1520 $282,125     Yes   M     Bachelors z_Blue Collar       35 Commercial
## 1521 $233,968     Yes z_F     Bachelors z_Blue Collar       72 Commercial
## 1522 $148,826    z_No z_F z_High School      Clerical       47    Private
## 1523 $223,170    z_No   M     Bachelors z_Blue Collar       33 Commercial
## 1524       $0    z_No   M z_High School  Professional       52    Private
## 1525 $195,979     Yes z_F z_High School       Manager       51    Private
## 1526       $0    z_No   M     Bachelors       Manager       32    Private
## 1527       $0     Yes z_F     Bachelors       Student       49 Commercial
## 1528       $0     Yes   M z_High School       Student        9    Private
## 1529 $212,774     Yes   M  <High School      Clerical       19    Private
## 1530 $134,035     Yes z_F z_High School z_Blue Collar       39 Commercial
## 1531       $0    z_No   M z_High School      Clerical       40    Private
## 1532       $0    z_No z_F  <High School       Student       32    Private
## 1533       $0    z_No   M z_High School z_Blue Collar       49 Commercial
## 1534 $218,586     Yes   M z_High School  Professional       46    Private
## 1535 $213,828     Yes z_F z_High School z_Blue Collar       36 Commercial
## 1536 $187,063     Yes   M z_High School z_Blue Collar       34 Commercial
## 1537              Yes   M     Bachelors z_Blue Collar       58 Commercial
## 1538 $276,815    z_No z_F       Masters       Manager       17    Private
## 1539 $211,553     Yes   M z_High School  Professional       19    Private
## 1540 $204,282     Yes z_F z_High School z_Blue Collar        5 Commercial
## 1541 $112,763     Yes z_F  <High School      Clerical       39    Private
## 1542       $0    z_No z_F  <High School       Student       90    Private
## 1543       $0     Yes   M  <High School       Student       49    Private
## 1544 $172,177     Yes   M z_High School z_Blue Collar       18 Commercial
## 1545       $0    z_No z_F z_High School       Student       13 Commercial
## 1546 $255,386     Yes z_F z_High School z_Blue Collar       20 Commercial
## 1547 $213,305    z_No z_F z_High School z_Blue Collar       18 Commercial
## 1548 $153,917     Yes z_F z_High School    Home Maker        5    Private
## 1549 $216,395    z_No   M       Masters       Manager       45    Private
## 1550       $0    z_No   M  <High School      Clerical       36    Private
## 1551 $148,351    z_No   M z_High School      Clerical       25    Private
## 1552 $513,817     Yes   M           PhD       Manager       25    Private
## 1553 $281,200     Yes   M           PhD                     64    Private
## 1554             z_No z_F     Bachelors       Manager       50    Private
## 1555       $0    z_No z_F       Masters       Manager       27    Private
## 1556       $0    z_No   M z_High School       Student       32 Commercial
## 1557 $241,350     Yes z_F z_High School z_Blue Collar       33 Commercial
## 1558 $123,109     Yes z_F z_High School    Home Maker        5    Private
## 1559 $197,667    z_No   M     Bachelors z_Blue Collar       25 Commercial
## 1560 $153,692     Yes z_F       Masters                     20    Private
## 1561 $252,845     Yes z_F     Bachelors z_Blue Collar       17 Commercial
## 1562  $85,478     Yes   M z_High School    Home Maker       36    Private
## 1563 $153,652    z_No z_F  <High School z_Blue Collar       58    Private
## 1564 $165,805    z_No z_F     Bachelors      Clerical       25    Private
## 1565 $129,021    z_No z_F z_High School    Home Maker       23    Private
## 1566 $135,988     Yes   M  <High School z_Blue Collar       49 Commercial
## 1567 $224,515     Yes   M     Bachelors z_Blue Collar       32 Commercial
## 1568 $186,364    z_No z_F  <High School z_Blue Collar       19    Private
## 1569 $269,159     Yes z_F     Bachelors z_Blue Collar       30 Commercial
## 1570 $152,559     Yes   M     Bachelors       Manager       56    Private
## 1571       $0    z_No   M           PhD        Doctor       40    Private
## 1572              Yes   M       Masters        Lawyer       33    Private
## 1573 $177,601     Yes   M z_High School      Clerical       29 Commercial
## 1574 $124,712     Yes z_F       Masters    Home Maker       45    Private
## 1575 $301,304     Yes   M       Masters       Manager       37    Private
## 1576 $155,912     Yes   M z_High School      Clerical       37    Private
## 1577  $99,549     Yes z_F z_High School    Home Maker       12    Private
## 1578             z_No   M     Bachelors      Clerical       22 Commercial
## 1579       $0    z_No z_F z_High School z_Blue Collar       31 Commercial
## 1580  $64,600     Yes z_F  <High School      Clerical       26    Private
## 1581       $0    z_No z_F z_High School      Clerical       20    Private
## 1582 $149,155     Yes z_F z_High School z_Blue Collar       22 Commercial
## 1583 $294,809     Yes z_F           PhD        Doctor       43    Private
## 1584 $159,776    z_No   M z_High School      Clerical        5 Commercial
## 1585 $159,568     Yes   M  <High School      Clerical       15    Private
## 1586             z_No z_F  <High School      Clerical       47    Private
## 1587 $273,791    z_No   M       Masters        Lawyer       27    Private
## 1588       $0    z_No z_F  <High School z_Blue Collar       22    Private
## 1589       $0    z_No   M z_High School      Clerical       52 Commercial
## 1590 $306,407    z_No   M     Bachelors  Professional       57 Commercial
## 1591 $288,266    z_No z_F     Bachelors      Clerical       32    Private
## 1592 $192,566    z_No   M z_High School z_Blue Collar       10 Commercial
## 1593       $0     Yes z_F  <High School       Student       31    Private
## 1594 $253,498     Yes   M       Masters        Lawyer       20    Private
## 1595 $190,364     Yes z_F       Masters        Lawyer        6    Private
## 1596 $158,657     Yes z_F  <High School z_Blue Collar       16    Private
## 1597 $197,014     Yes z_F z_High School      Clerical       50 Commercial
## 1598 $170,076     Yes z_F z_High School  Professional        9    Private
## 1599 $241,977    z_No   M     Bachelors  Professional       35    Private
## 1600 $211,021     Yes z_F     Bachelors      Clerical       35    Private
## 1601 $216,432     Yes   M     Bachelors       Manager       32    Private
## 1602       $0    z_No   M       Masters        Lawyer       26    Private
## 1603  $52,929     Yes z_F     Bachelors    Home Maker       52    Private
## 1604 $132,117     Yes   M z_High School      Clerical       22    Private
## 1605 $142,235     Yes   M  <High School      Clerical       38    Private
## 1606 $306,975     Yes   M     Bachelors z_Blue Collar       37 Commercial
## 1607 $164,112     Yes   M  <High School z_Blue Collar       55 Commercial
## 1608  $78,025     Yes   M z_High School       Student       43    Private
## 1609  $97,496     Yes z_F       Masters        Lawyer       42    Private
## 1610       $0     Yes z_F z_High School       Student       10    Private
## 1611 $303,875     Yes   M       Masters       Manager       32 Commercial
## 1612       $0     Yes   M z_High School       Student       20 Commercial
## 1613 $197,100     Yes z_F     Bachelors       Manager       38    Private
## 1614       $0    z_No z_F     Bachelors  Professional       36    Private
## 1615       $0    z_No   M       Masters        Lawyer       39    Private
## 1616 $261,930     Yes   M  <High School z_Blue Collar       32 Commercial
## 1617       $0    z_No z_F z_High School      Clerical       21    Private
## 1618 $111,559     Yes z_F           PhD    Home Maker       34    Private
## 1619       $0    z_No   M           PhD                     20 Commercial
## 1620 $109,751     Yes z_F     Bachelors    Home Maker       39    Private
## 1621       $0    z_No z_F     Bachelors z_Blue Collar       45 Commercial
## 1622 $159,351     Yes z_F z_High School      Clerical       39    Private
## 1623       $0    z_No z_F     Bachelors       Manager       39    Private
## 1624       $0    z_No   M       Masters        Lawyer       14    Private
## 1625 $214,596     Yes   M  <High School z_Blue Collar       37    Private
## 1626 $116,463     Yes   M  <High School z_Blue Collar       37 Commercial
## 1627 $210,378     Yes   M           PhD       Manager       28 Commercial
## 1628 $146,133     Yes   M z_High School      Clerical       33    Private
## 1629 $169,913    z_No   M       Masters        Lawyer       26    Private
## 1630       $0    z_No z_F           PhD    Home Maker       45    Private
## 1631       $0    z_No   M           PhD                     14 Commercial
## 1632       $0    z_No z_F       Masters        Lawyer       23    Private
## 1633              Yes z_F z_High School  Professional       61    Private
## 1634       $0    z_No   M     Bachelors       Manager       47    Private
## 1635 $215,953    z_No z_F       Masters                      5 Commercial
## 1636 $309,069     Yes z_F       Masters  Professional       14    Private
## 1637 $208,227     Yes z_F     Bachelors      Clerical       34    Private
## 1638       $0     Yes z_F z_High School       Student       61 Commercial
## 1639 $213,841    z_No z_F     Bachelors z_Blue Collar       31 Commercial
## 1640 $164,510     Yes   M  <High School z_Blue Collar       40    Private
## 1641 $178,852     Yes   M  <High School z_Blue Collar       32 Commercial
## 1642       $0     Yes z_F  <High School       Student       31 Commercial
## 1643 $188,236     Yes z_F z_High School z_Blue Collar       52 Commercial
## 1644 $282,125     Yes   M     Bachelors z_Blue Collar       35 Commercial
## 1645 $262,744     Yes   M     Bachelors       Manager       16    Private
## 1646       $0     Yes z_F  <High School       Student       52    Private
## 1647 $139,588     Yes z_F  <High School      Clerical       21    Private
## 1648 $318,831     Yes   M           PhD                      8 Commercial
## 1649 $211,160     Yes z_F     Bachelors  Professional       25    Private
## 1650 $158,714    z_No z_F  <High School      Clerical       65    Private
## 1651 $200,883     Yes z_F       Masters        Lawyer       43    Private
## 1652 $288,509     Yes   M     Bachelors  Professional       46 Commercial
## 1653       $0    z_No z_F     Bachelors  Professional        8    Private
## 1654 $306,714     Yes z_F     Bachelors z_Blue Collar       40 Commercial
## 1655       $0    z_No   M  <High School       Student       68    Private
## 1656       $0    z_No   M           PhD        Doctor        5    Private
## 1657 $204,460     Yes   M     Bachelors  Professional        7 Commercial
## 1658 $159,239     Yes z_F z_High School z_Blue Collar       45 Commercial
## 1659 $129,612    z_No z_F z_High School      Clerical       38    Private
## 1660       $0    z_No   M z_High School  Professional       38    Private
## 1661       $0    z_No z_F z_High School      Clerical       33    Private
## 1662 $127,565     Yes   M z_High School      Clerical       21 Commercial
## 1663 $156,734     Yes   M     Bachelors      Clerical       63    Private
## 1664 $199,854     Yes   M z_High School      Clerical       47 Commercial
## 1665 $278,221     Yes z_F       Masters        Lawyer       38    Private
## 1666 $208,072     Yes   M       Masters                     37 Commercial
## 1667       $0    z_No   M       Masters       Manager       29    Private
## 1668 $320,515     Yes z_F       Masters       Manager        7    Private
## 1669 $200,492    z_No   M  <High School z_Blue Collar       19    Private
## 1670 $222,590     Yes   M     Bachelors       Manager       56    Private
## 1671 $268,668     Yes   M     Bachelors  Professional       50 Commercial
## 1672 $108,815     Yes   M  <High School      Clerical       36 Commercial
## 1673       $0    z_No   M           PhD        Doctor       55    Private
## 1674 $171,068    z_No   M     Bachelors      Clerical       51    Private
## 1675       $0    z_No   M z_High School z_Blue Collar       42 Commercial
## 1676       $0     Yes   M  <High School       Student       16    Private
## 1677       $0    z_No z_F z_High School z_Blue Collar       24 Commercial
## 1678       $0    z_No   M z_High School  Professional       40 Commercial
## 1679       $0     Yes z_F     Bachelors       Student        5 Commercial
## 1680             z_No   M     Bachelors       Student       32 Commercial
## 1681 $287,091     Yes z_F     Bachelors  Professional       49 Commercial
## 1682 $152,954     Yes z_F  <High School z_Blue Collar       24    Private
## 1683 $298,176     Yes z_F     Bachelors  Professional       22    Private
## 1684 $129,852     Yes z_F z_High School      Clerical       44    Private
## 1685 $155,005     Yes   M z_High School      Clerical       36    Private
## 1686       $0     Yes z_F  <High School       Student       19 Commercial
## 1687  $88,615     Yes z_F z_High School    Home Maker       45    Private
## 1688 $222,183     Yes z_F z_High School z_Blue Collar       37 Commercial
## 1689       $0    z_No z_F       Masters        Lawyer       37    Private
## 1690 $206,997    z_No z_F z_High School       Manager       12    Private
## 1691       $0    z_No z_F     Bachelors  Professional       33    Private
## 1692 $129,145    z_No z_F z_High School    Home Maker       42    Private
## 1693 $121,656     Yes z_F           PhD        Doctor       17    Private
## 1694 $308,112     Yes z_F     Bachelors       Manager       21    Private
## 1695       $0     Yes z_F z_High School       Student        9    Private
## 1696 $277,449     Yes z_F       Masters        Lawyer       31    Private
## 1697 $225,995     Yes   M       Masters  Professional       24 Commercial
## 1698 $177,267     Yes z_F z_High School    Home Maker       28    Private
## 1699       $0    z_No z_F  <High School    Home Maker       27    Private
## 1700 $169,057     Yes z_F z_High School  Professional       56    Private
## 1701       $0    z_No z_F  <High School    Home Maker       60    Private
## 1702 $272,103     Yes   M     Bachelors z_Blue Collar       21 Commercial
## 1703  $54,880    z_No   M  <High School      Clerical       45    Private
## 1704       $0    z_No z_F     Bachelors z_Blue Collar       26 Commercial
## 1705       $0    z_No   M     Bachelors  Professional       35    Private
## 1706  $99,501     Yes z_F  <High School      Clerical       18    Private
## 1707       $0     Yes   M z_High School       Student       17 Commercial
## 1708 $474,948    z_No   M z_High School z_Blue Collar       59 Commercial
## 1709 $170,218     Yes   M z_High School      Clerical       66    Private
## 1710       $0    z_No   M     Bachelors  Professional       44    Private
## 1711  $81,473    z_No z_F z_High School    Home Maker       20    Private
## 1712 $301,977     Yes z_F       Masters        Lawyer       56    Private
## 1713       $0    z_No z_F     Bachelors  Professional       53    Private
## 1714 $168,365     Yes z_F     Bachelors  Professional       33    Private
## 1715 $237,469     Yes z_F     Bachelors z_Blue Collar       40 Commercial
## 1716 $471,354     Yes   M     Bachelors z_Blue Collar       28 Commercial
## 1717       $0     Yes z_F     Bachelors       Student       17    Private
## 1718       $0    z_No   M z_High School      Clerical       40    Private
## 1719 $296,393    z_No z_F           PhD        Lawyer       57    Private
## 1720 $175,242     Yes z_F     Bachelors       Manager       34    Private
## 1721 $247,045     Yes z_F       Masters  Professional       23    Private
## 1722       $0    z_No z_F       Masters    Home Maker       56 Commercial
## 1723 $132,038     Yes z_F z_High School    Home Maker       39    Private
## 1724 $148,356     Yes   M z_High School      Clerical       30    Private
## 1725 $155,156     Yes z_F           PhD    Home Maker       32 Commercial
## 1726 $403,584     Yes   M       Masters  Professional       38    Private
## 1727              Yes z_F z_High School z_Blue Collar       16 Commercial
## 1728 $260,694     Yes   M       Masters        Lawyer       27    Private
## 1729       $0    z_No   M z_High School      Clerical       42 Commercial
## 1730  $97,212    z_No   M  <High School z_Blue Collar       39 Commercial
## 1731              Yes z_F       Masters        Lawyer       21    Private
## 1732 $374,650     Yes   M     Bachelors z_Blue Collar       25 Commercial
## 1733 $305,456     Yes z_F     Bachelors z_Blue Collar       28 Commercial
## 1734       $0    z_No   M     Bachelors z_Blue Collar       14 Commercial
## 1735 $222,417     Yes z_F       Masters       Manager       22    Private
## 1736 $313,727     Yes z_F     Bachelors       Manager       15    Private
## 1737       $0    z_No   M z_High School z_Blue Collar       48 Commercial
## 1738       $0    z_No   M z_High School       Manager       36    Private
## 1739 $140,262    z_No z_F z_High School      Clerical       52    Private
## 1740       $0    z_No z_F  <High School      Clerical       19    Private
## 1741       $0    z_No z_F     Bachelors  Professional       49    Private
## 1742 $217,277     Yes   M  <High School z_Blue Collar       31 Commercial
## 1743       $0    z_No z_F     Bachelors       Student       44    Private
## 1744 $139,244     Yes   M     Bachelors      Clerical       35    Private
## 1745       $0    z_No   M     Bachelors       Manager       16    Private
## 1746 $165,032     Yes   M z_High School      Clerical       11    Private
## 1747       $0    z_No   M     Bachelors       Student       66 Commercial
## 1748 $176,944     Yes   M     Bachelors      Clerical       25    Private
## 1749 $411,687     Yes z_F           PhD        Doctor       42    Private
## 1750              Yes   M     Bachelors  Professional       50 Commercial
## 1751 $252,802     Yes   M       Masters                     21 Commercial
## 1752 $273,638    z_No   M     Bachelors z_Blue Collar       44 Commercial
## 1753 $204,486     Yes   M z_High School z_Blue Collar       35    Private
## 1754 $136,439     Yes   M  <High School      Clerical       32    Private
## 1755       $0    z_No   M z_High School      Clerical       29 Commercial
## 1756 $160,256     Yes z_F z_High School z_Blue Collar       26 Commercial
## 1757 $109,877     Yes z_F z_High School      Clerical       18 Commercial
## 1758 $235,164     Yes   M     Bachelors  Professional       19    Private
## 1759       $0    z_No z_F z_High School    Home Maker       50    Private
## 1760       $0     Yes z_F  <High School       Student       32    Private
## 1761       $0    z_No z_F  <High School      Clerical       68    Private
## 1762 $121,970     Yes z_F z_High School      Clerical       31 Commercial
## 1763       $0     Yes z_F z_High School       Student       44    Private
## 1764       $0     Yes   M  <High School       Student       25    Private
## 1765       $0    z_No z_F     Bachelors       Manager       26    Private
## 1766 $171,275     Yes   M  <High School      Clerical       63    Private
## 1767 $275,723     Yes z_F           PhD        Lawyer       30    Private
## 1768       $0     Yes   M z_High School       Student       15 Commercial
## 1769       $0    z_No z_F     Bachelors       Student       34 Commercial
## 1770 $117,038     Yes   M  <High School      Clerical       22    Private
## 1771       $0    z_No z_F       Masters       Manager       33    Private
## 1772 $238,931     Yes z_F  <High School z_Blue Collar       38 Commercial
## 1773 $333,903     Yes   M       Masters                     18 Commercial
## 1774       $0    z_No z_F     Bachelors  Professional       31    Private
## 1775 $337,259    z_No   M       Masters                     32 Commercial
## 1776 $123,562     Yes   M z_High School      Clerical       53    Private
## 1777 $199,108     Yes z_F z_High School  Professional       32    Private
## 1778 $217,053     Yes z_F     Bachelors z_Blue Collar       44 Commercial
## 1779       $0    z_No   M       Masters        Lawyer       10    Private
## 1780 $159,141     Yes z_F  <High School      Clerical        9    Private
## 1781 $222,737    z_No   M     Bachelors       Manager       51    Private
## 1782 $244,144     Yes z_F       Masters       Manager       12    Private
## 1783             z_No   M  <High School      Clerical       42    Private
## 1784       $0    z_No z_F  <High School       Student       38    Private
## 1785       $0    z_No   M       Masters                     52 Commercial
## 1786 $296,257     Yes   M       Masters        Lawyer       16    Private
## 1787 $150,503     Yes z_F z_High School      Clerical       48    Private
## 1788 $270,734     Yes z_F z_High School z_Blue Collar       54 Commercial
## 1789 $176,758     Yes z_F z_High School       Manager       35    Private
## 1790 $305,361     Yes   M       Masters        Lawyer       23    Private
## 1791 $408,755    z_No z_F           PhD        Doctor       23    Private
## 1792 $319,590     Yes z_F           PhD       Manager       30    Private
## 1793       $0    z_No z_F z_High School       Manager       40    Private
## 1794 $259,295    z_No   M z_High School z_Blue Collar       56 Commercial
## 1795 $416,062     Yes z_F           PhD        Doctor       46    Private
## 1796 $271,839     Yes z_F       Masters        Lawyer       38    Private
## 1797       $0    z_No z_F z_High School z_Blue Collar       37 Commercial
## 1798 $343,853    z_No z_F           PhD       Manager       10    Private
## 1799 $151,007     Yes z_F z_High School      Clerical       98    Private
## 1800 $185,164    z_No z_F     Bachelors  Professional       23    Private
## 1801 $130,333     Yes   M  <High School      Clerical       20 Commercial
## 1802 $451,332     Yes z_F     Bachelors  Professional       53    Private
## 1803              Yes z_F       Masters        Lawyer       25    Private
## 1804 $422,061     Yes   M           PhD                     32 Commercial
## 1805       $0    z_No z_F  <High School      Clerical       36    Private
## 1806             z_No z_F  <High School       Student       50    Private
## 1807 $447,758     Yes   M           PhD                     28 Commercial
## 1808 $120,635     Yes z_F  <High School      Clerical       25    Private
## 1809 $125,809    z_No z_F z_High School    Home Maker        5    Private
## 1810 $153,061    z_No z_F     Bachelors      Clerical       19    Private
## 1811       $0    z_No   M     Bachelors       Student       46 Commercial
## 1812       $0    z_No   M     Bachelors       Manager       11    Private
## 1813       $0    z_No z_F     Bachelors z_Blue Collar       69 Commercial
## 1814 $284,853     Yes   M     Bachelors  Professional       47    Private
## 1815 $390,342    z_No   M     Bachelors       Manager       12    Private
## 1816       $0     Yes z_F     Bachelors       Student       16 Commercial
## 1817       $0    z_No z_F  <High School      Clerical       31    Private
## 1818       $0    z_No z_F  <High School      Clerical       47    Private
## 1819 $190,650     Yes   M z_High School      Clerical       23    Private
## 1820 $212,477     Yes z_F     Bachelors       Manager       41    Private
## 1821 $147,969     Yes   M     Bachelors  Professional       22    Private
## 1822       $0    z_No z_F  <High School      Clerical       32    Private
## 1823       $0    z_No z_F           PhD       Manager       50    Private
## 1824 $120,836     Yes z_F z_High School    Home Maker       23    Private
## 1825       $0    z_No z_F z_High School z_Blue Collar       29 Commercial
## 1826       $0     Yes z_F     Bachelors       Student       75    Private
## 1827       $0    z_No   M       Masters        Lawyer       11    Private
## 1828 $437,339     Yes   M           PhD                     16 Commercial
## 1829 $210,896    z_No   M       Masters        Lawyer        9    Private
## 1830 $477,999     Yes z_F       Masters       Manager       22    Private
## 1831 $221,596     Yes   M     Bachelors      Clerical       55    Private
## 1832       $0     Yes z_F z_High School       Student       34 Commercial
## 1833 $301,702     Yes z_F           PhD        Doctor       17    Private
## 1834       $0    z_No z_F     Bachelors  Professional       33    Private
## 1835 $170,358     Yes z_F z_High School      Clerical       27    Private
## 1836       $0    z_No   M  <High School      Clerical       50    Private
## 1837       $0    z_No z_F  <High School       Student       35 Commercial
## 1838 $214,584     Yes z_F     Bachelors  Professional       52    Private
## 1839 $103,207     Yes z_F  <High School    Home Maker       44    Private
## 1840       $0     Yes z_F  <High School       Student       30    Private
## 1841  $50,964     Yes z_F     Bachelors    Home Maker       42    Private
## 1842       $0    z_No   M           PhD        Doctor       41    Private
## 1843 $134,937     Yes z_F z_High School      Clerical       80    Private
## 1844  $72,501     Yes z_F z_High School    Home Maker       41    Private
## 1845              Yes   M       Masters                     24 Commercial
## 1846 $349,884     Yes   M           PhD        Doctor       27    Private
## 1847 $259,622     Yes z_F     Bachelors       Manager       25    Private
## 1848 $190,592     Yes z_F     Bachelors  Professional       46    Private
## 1849  $50,223     Yes z_F z_High School    Home Maker       32    Private
## 1850       $0     Yes z_F z_High School       Student       77    Private
## 1851 $262,856     Yes z_F     Bachelors z_Blue Collar       56 Commercial
## 1852 $227,562     Yes z_F       Masters        Lawyer       46    Private
## 1853 $310,709     Yes   M     Bachelors  Professional       43    Private
## 1854 $223,784     Yes z_F       Masters        Lawyer       32    Private
## 1855  $60,718     Yes z_F  <High School z_Blue Collar       46 Commercial
## 1856       $0    z_No   M       Masters                     33 Commercial
## 1857 $219,049     Yes z_F     Bachelors      Clerical       51    Private
## 1858 $305,052     Yes   M       Masters  Professional       35    Private
## 1859 $186,151     Yes   M     Bachelors       Manager       41    Private
## 1860  $91,593     Yes z_F  <High School  Professional       60    Private
## 1861 $276,147     Yes   M           PhD        Doctor       58    Private
## 1862       $0    z_No z_F       Masters        Lawyer       50    Private
## 1863 $145,066     Yes   M z_High School      Clerical       45 Commercial
## 1864       $0    z_No z_F  <High School       Student       37    Private
## 1865 $165,130     Yes z_F     Bachelors    Home Maker       49    Private
## 1866 $319,855     Yes z_F           PhD       Manager       33    Private
## 1867 $162,309     Yes   M z_High School z_Blue Collar       61 Commercial
## 1868       $0    z_No z_F       Masters    Home Maker        7    Private
## 1869              Yes z_F z_High School       Student       35    Private
## 1870       $0    z_No z_F     Bachelors  Professional       23    Private
## 1871 $177,127    z_No   M z_High School  Professional       49 Commercial
## 1872              Yes   M       Masters  Professional       41 Commercial
## 1873 $150,812     Yes z_F     Bachelors    Home Maker       13    Private
## 1874       $0    z_No z_F z_High School      Clerical       29    Private
## 1875             z_No z_F       Masters        Lawyer       17    Private
## 1876 $267,152     Yes z_F z_High School       Manager       44    Private
## 1877 $119,708    z_No   M  <High School      Clerical       18    Private
## 1878 $200,353     Yes   M  <High School      Clerical       25 Commercial
## 1879       $0    z_No z_F z_High School       Student       48 Commercial
## 1880              Yes z_F       Masters       Manager       26    Private
## 1881       $0     Yes z_F     Bachelors       Student       68    Private
## 1882 $269,747    z_No   M       Masters        Lawyer       37    Private
## 1883 $111,556    z_No   M     Bachelors    Home Maker       26 Commercial
## 1884       $0    z_No z_F z_High School       Student        9 Commercial
## 1885       $0    z_No   M  <High School      Clerical       42    Private
## 1886       $0    z_No z_F     Bachelors z_Blue Collar       19 Commercial
## 1887 $209,877     Yes z_F z_High School  Professional       38    Private
## 1888 $241,791     Yes z_F     Bachelors      Clerical       57    Private
## 1889       $0    z_No z_F     Bachelors       Student       35 Commercial
## 1890 $194,126     Yes z_F z_High School      Clerical       32    Private
## 1891 $308,350     Yes z_F z_High School z_Blue Collar       30 Commercial
## 1892  $96,107    z_No   M  <High School z_Blue Collar       50 Commercial
## 1893  $56,589     Yes z_F z_High School    Home Maker       56 Commercial
## 1894 $335,371     Yes   M       Masters                     45 Commercial
## 1895       $0    z_No   M       Masters                     69 Commercial
## 1896 $157,112     Yes z_F       Masters        Lawyer       18    Private
## 1897 $325,815     Yes   M     Bachelors z_Blue Collar       60    Private
## 1898 $149,582     Yes   M  <High School z_Blue Collar       44    Private
## 1899 $217,421    z_No z_F z_High School z_Blue Collar       55 Commercial
## 1900 $174,100     Yes   M           PhD       Manager       45 Commercial
## 1901 $232,815    z_No   M     Bachelors       Manager       28    Private
## 1902       $0    z_No   M z_High School      Clerical       41    Private
## 1903       $0     Yes z_F  <High School       Student       79    Private
## 1904       $0    z_No   M       Masters        Lawyer       22    Private
## 1905 $211,273    z_No z_F     Bachelors z_Blue Collar       31    Private
## 1906 $213,239     Yes z_F z_High School z_Blue Collar       45 Commercial
## 1907       $0    z_No   M     Bachelors       Student       38 Commercial
## 1908       $0    z_No   M       Masters                     52 Commercial
## 1909       $0    z_No z_F     Bachelors       Student       41    Private
## 1910              Yes z_F       Masters        Lawyer       57    Private
## 1911 $237,341    z_No   M           PhD       Manager       21    Private
## 1912       $0    z_No z_F     Bachelors       Manager       27    Private
## 1913 $396,556     Yes   M           PhD       Manager       70 Commercial
## 1914 $242,234     Yes   M z_High School z_Blue Collar       35 Commercial
## 1915       $0     Yes z_F  <High School       Student       42    Private
## 1916 $231,626     Yes z_F     Bachelors  Professional       34    Private
## 1917       $0    z_No z_F z_High School       Student       23 Commercial
## 1918       $0     Yes z_F z_High School       Student       43    Private
## 1919       $0    z_No z_F z_High School z_Blue Collar       46 Commercial
## 1920              Yes   M       Masters       Manager       29 Commercial
## 1921 $134,163    z_No   M     Bachelors    Home Maker       10 Commercial
## 1922 $325,518     Yes z_F     Bachelors z_Blue Collar       35    Private
## 1923 $232,785     Yes   M     Bachelors  Professional       43    Private
## 1924       $0     Yes z_F  <High School       Student       24    Private
## 1925       $0    z_No z_F z_High School       Student       25    Private
## 1926 $181,181     Yes   M     Bachelors       Manager       44 Commercial
## 1927 $439,040    z_No   M           PhD                     26 Commercial
## 1928 $174,352     Yes   M       Masters                     22    Private
## 1929 $187,068     Yes z_F  <High School z_Blue Collar       23    Private
## 1930 $135,834     Yes z_F  <High School      Clerical       39    Private
## 1931 $315,565     Yes   M     Bachelors  Professional       37 Commercial
## 1932 $274,333     Yes   M     Bachelors z_Blue Collar       23 Commercial
## 1933 $127,300     Yes z_F     Bachelors    Home Maker       35    Private
## 1934 $137,447    z_No   M  <High School      Clerical       34 Commercial
## 1935       $0    z_No z_F       Masters    Home Maker       53    Private
## 1936 $181,595     Yes z_F       Masters       Manager       16    Private
## 1937 $197,227     Yes   M z_High School       Manager       11    Private
## 1938 $219,127     Yes   M     Bachelors z_Blue Collar       40 Commercial
## 1939       $0     Yes z_F     Bachelors    Home Maker       45    Private
## 1940       $0    z_No z_F       Masters       Manager       46 Commercial
## 1941       $0    z_No   M     Bachelors  Professional       40    Private
## 1942 $277,687     Yes z_F       Masters  Professional       36    Private
## 1943       $0     Yes   M z_High School       Student       22 Commercial
## 1944 $410,930    z_No z_F       Masters                     37 Commercial
## 1945       $0    z_No z_F  <High School      Clerical       40    Private
## 1946 $329,698     Yes   M       Masters                     13 Commercial
## 1947 $145,803     Yes   M z_High School      Clerical       69 Commercial
## 1948 $271,397    z_No z_F       Masters  Professional       40    Private
## 1949 $480,262    z_No   M     Bachelors z_Blue Collar       47 Commercial
## 1950 $223,487     Yes   M       Masters       Manager       21    Private
## 1951       $0    z_No z_F z_High School      Clerical       45    Private
## 1952 $313,734     Yes z_F           PhD        Doctor       25    Private
## 1953 $201,461     Yes   M z_High School  Professional       42    Private
## 1954 $385,798    z_No   M           PhD  Professional       12 Commercial
## 1955       $0    z_No   M     Bachelors z_Blue Collar       52 Commercial
## 1956 $356,853    z_No z_F     Bachelors z_Blue Collar       17 Commercial
## 1957             z_No   M  <High School z_Blue Collar       11 Commercial
## 1958 $302,757     Yes z_F       Masters        Lawyer       20    Private
## 1959 $318,523     Yes z_F       Masters        Lawyer       34    Private
## 1960 $225,043     Yes   M           PhD                     21 Commercial
## 1961 $221,757     Yes z_F  <High School z_Blue Collar       21    Private
## 1962 $318,649     Yes   M       Masters                     20 Commercial
## 1963       $0    z_No z_F z_High School z_Blue Collar       25 Commercial
## 1964       $0    z_No   M z_High School       Manager       24    Private
## 1965       $0    z_No   M z_High School  Professional       22    Private
## 1966 $299,208    z_No   M       Masters        Lawyer       19    Private
## 1967 $155,196     Yes z_F     Bachelors    Home Maker       14    Private
## 1968       $0    z_No z_F z_High School z_Blue Collar       27 Commercial
## 1969 $127,524     Yes z_F z_High School      Clerical       53    Private
## 1970       $0    z_No   M     Bachelors z_Blue Collar       34 Commercial
## 1971 $185,993     Yes z_F z_High School z_Blue Collar       32 Commercial
## 1972 $412,344     Yes   M           PhD        Lawyer       40    Private
## 1973 $239,711    z_No z_F z_High School  Professional       12 Commercial
## 1974 $152,605    z_No z_F z_High School    Home Maker       22    Private
## 1975 $308,197     Yes z_F z_High School  Professional        5    Private
## 1976 $338,975     Yes   M       Masters        Lawyer        5    Private
## 1977 $233,136    z_No z_F     Bachelors       Manager       49    Private
## 1978       $0    z_No z_F     Bachelors  Professional       46    Private
## 1979 $194,824    z_No   M  <High School z_Blue Collar       27    Private
## 1980 $305,294     Yes z_F           PhD        Lawyer       48    Private
## 1981       $0    z_No z_F  <High School       Student       37    Private
## 1982 $546,868    z_No   M           PhD        Doctor       28    Private
## 1983 $143,167     Yes z_F z_High School      Clerical       36    Private
## 1984       $0    z_No   M       Masters        Lawyer       53    Private
## 1985              Yes   M     Bachelors z_Blue Collar       44 Commercial
## 1986       $0    z_No z_F       Masters        Lawyer       36    Private
## 1987 $173,079    z_No z_F     Bachelors      Clerical       21    Private
## 1988 $284,911     Yes   M     Bachelors z_Blue Collar       71 Commercial
## 1989 $125,317     Yes   M z_High School      Clerical       29 Commercial
## 1990 $108,046     Yes z_F z_High School      Clerical       30    Private
## 1991       $0    z_No z_F z_High School z_Blue Collar       37 Commercial
## 1992 $165,229    z_No   M       Masters       Manager       34 Commercial
## 1993 $262,750     Yes   M z_High School z_Blue Collar       33 Commercial
## 1994              Yes z_F z_High School      Clerical       43    Private
## 1995 $380,971    z_No   M           PhD        Doctor       26    Private
## 1996 $217,162     Yes z_F z_High School  Professional       20    Private
## 1997 $155,178     Yes z_F       Masters        Lawyer       39    Private
## 1998 $352,003     Yes   M  <High School z_Blue Collar       31    Private
## 1999 $219,527     Yes z_F     Bachelors      Clerical       36    Private
## 2000       $0    z_No   M z_High School      Clerical        6    Private
## 2001       $0    z_No z_F           PhD                      9 Commercial
## 2002 $140,131     Yes   M z_High School      Clerical       43 Commercial
## 2003              Yes   M     Bachelors       Manager       32 Commercial
## 2004       $0     Yes z_F  <High School       Student       26    Private
## 2005 $272,686     Yes   M     Bachelors       Manager       70    Private
## 2006 $297,024     Yes z_F z_High School z_Blue Collar       33 Commercial
## 2007       $0    z_No   M       Masters  Professional       62    Private
## 2008 $262,391    z_No   M     Bachelors z_Blue Collar       20    Private
## 2009 $209,490     Yes   M     Bachelors  Professional       33 Commercial
## 2010 $238,115     Yes   M     Bachelors       Manager       30 Commercial
## 2011 $147,113     Yes   M z_High School      Clerical       28    Private
## 2012 $216,721     Yes   M z_High School  Professional       29    Private
## 2013 $175,960     Yes   M  <High School z_Blue Collar       12    Private
## 2014 $317,614     Yes   M z_High School z_Blue Collar       26 Commercial
## 2015 $140,348     Yes z_F     Bachelors z_Blue Collar       34    Private
## 2016 $257,576    z_No z_F     Bachelors       Manager       29    Private
## 2017 $231,747     Yes   M z_High School z_Blue Collar        6 Commercial
## 2018 $129,979     Yes z_F       Masters    Home Maker       33    Private
## 2019       $0    z_No z_F  <High School z_Blue Collar       39 Commercial
## 2020  $83,523    z_No z_F z_High School    Home Maker       72    Private
## 2021 $336,691     Yes   M     Bachelors       Manager       35 Commercial
## 2022       $0    z_No z_F       Masters                     29 Commercial
## 2023 $117,283     Yes z_F  <High School    Home Maker       45 Commercial
## 2024       $0    z_No   M     Bachelors z_Blue Collar       27 Commercial
## 2025       $0    z_No z_F     Bachelors z_Blue Collar       22 Commercial
## 2026       $0    z_No z_F z_High School      Clerical       18    Private
## 2027       $0    z_No   M  <High School       Student       22    Private
## 2028 $160,333     Yes z_F     Bachelors    Home Maker       63    Private
## 2029 $108,148     Yes z_F  <High School       Student       30    Private
## 2030 $122,046     Yes   M z_High School      Clerical       23    Private
## 2031 $239,965    z_No z_F       Masters        Lawyer       50    Private
## 2032       $0    z_No   M           PhD       Manager       62 Commercial
## 2033 $166,588    z_No z_F     Bachelors  Professional       10    Private
## 2034 $198,402     Yes z_F  <High School z_Blue Collar       41    Private
## 2035 $309,466     Yes z_F           PhD        Lawyer       43    Private
## 2036             z_No z_F z_High School z_Blue Collar       22 Commercial
## 2037       $0    z_No   M z_High School z_Blue Collar       25 Commercial
## 2038 $201,839     Yes z_F z_High School  Professional       26    Private
## 2039 $178,514     Yes   M     Bachelors z_Blue Collar       22 Commercial
## 2040 $169,576     Yes z_F z_High School z_Blue Collar       16 Commercial
## 2041       $0    z_No z_F  <High School z_Blue Collar       48    Private
## 2042 $112,218     Yes z_F z_High School    Home Maker       25    Private
## 2043 $146,261     Yes z_F     Bachelors    Home Maker       45    Private
## 2044 $234,990     Yes z_F     Bachelors       Manager       30    Private
## 2045       $0    z_No z_F     Bachelors z_Blue Collar       39 Commercial
## 2046 $258,282    z_No   M z_High School z_Blue Collar       36    Private
## 2047 $218,287     Yes z_F z_High School       Manager        5    Private
## 2048 $226,180     Yes z_F       Masters  Professional       18    Private
## 2049 $363,470     Yes   M       Masters       Manager       34    Private
## 2050 $449,329     Yes   M           PhD  Professional        8    Private
## 2051 $247,297    z_No z_F     Bachelors  Professional       36    Private
## 2052 $322,073     Yes z_F       Masters        Lawyer       27    Private
## 2053       $0     Yes z_F z_High School       Student       22    Private
## 2054 $159,862     Yes   M z_High School z_Blue Collar       26 Commercial
## 2055 $184,254     Yes   M z_High School      Clerical       11    Private
## 2056       $0    z_No   M       Masters                     31 Commercial
## 2057 $262,755     Yes z_F     Bachelors  Professional       13    Private
## 2058       $0    z_No   M           PhD                     28 Commercial
## 2059 $321,852    z_No z_F           PhD                     33 Commercial
## 2060 $313,603     Yes   M     Bachelors  Professional       49 Commercial
## 2061 $361,722     Yes   M       Masters       Manager       52 Commercial
## 2062 $269,578     Yes   M     Bachelors  Professional       49 Commercial
## 2063 $167,879     Yes   M  <High School      Clerical       19    Private
## 2064 $468,103     Yes   M           PhD                     67 Commercial
## 2065 $203,994     Yes   M     Bachelors z_Blue Collar       65 Commercial
## 2066 $378,545     Yes z_F       Masters  Professional       28    Private
## 2067       $0    z_No   M  <High School z_Blue Collar       41 Commercial
## 2068 $147,657     Yes   M z_High School      Clerical       31    Private
## 2069 $123,109     Yes z_F z_High School    Home Maker        5    Private
## 2070 $214,459     Yes z_F       Masters        Lawyer       50    Private
## 2071 $270,868     Yes z_F       Masters        Lawyer       16    Private
## 2072 $394,201    z_No   M           PhD       Manager       53 Commercial
## 2073 $241,382     Yes z_F       Masters        Lawyer       29    Private
## 2074       $0     Yes z_F z_High School       Student       35    Private
## 2075 $178,445     Yes z_F     Bachelors z_Blue Collar       49 Commercial
## 2076       $0    z_No z_F       Masters        Lawyer       43    Private
## 2077 $163,602    z_No z_F z_High School z_Blue Collar        9 Commercial
## 2078 $502,867     Yes z_F           PhD                     12 Commercial
## 2079 $259,579     Yes z_F z_High School  Professional       35    Private
## 2080       $0    z_No z_F       Masters    Home Maker       48 Commercial
## 2081 $205,531     Yes   M z_High School      Clerical       30    Private
## 2082 $174,194     Yes z_F     Bachelors      Clerical        6    Private
## 2083       $0    z_No z_F           PhD        Doctor       37    Private
## 2084       $0    z_No z_F           PhD       Manager       12    Private
## 2085 $184,377     Yes z_F z_High School      Clerical       18    Private
## 2086 $218,953     Yes   M z_High School  Professional       31    Private
## 2087       $0    z_No   M       Masters                     64 Commercial
## 2088 $158,064     Yes z_F     Bachelors z_Blue Collar       30 Commercial
## 2089       $0    z_No z_F z_High School    Home Maker        5    Private
## 2090       $0    z_No   M  <High School z_Blue Collar       26 Commercial
## 2091 $220,786     Yes z_F           PhD                     52 Commercial
## 2092 $351,792     Yes z_F       Masters        Lawyer       33    Private
## 2093 $128,717     Yes z_F z_High School      Clerical       33    Private
## 2094 $211,386     Yes   M     Bachelors       Manager       26    Private
## 2095 $207,862     Yes   M     Bachelors  Professional       43    Private
## 2096 $205,840     Yes   M z_High School      Clerical       48    Private
## 2097       $0     Yes z_F     Bachelors       Student       44    Private
## 2098 $254,898     Yes   M           PhD                     21 Commercial
## 2099 $127,926     Yes z_F     Bachelors      Clerical       66    Private
## 2100 $229,313     Yes   M     Bachelors z_Blue Collar       19 Commercial
## 2101  $66,630     Yes z_F       Masters    Home Maker       32    Private
## 2102              Yes z_F z_High School z_Blue Collar       13 Commercial
## 2103             z_No   M           PhD       Manager       40    Private
## 2104       $0    z_No z_F  <High School z_Blue Collar       33    Private
## 2105 $122,302     Yes z_F z_High School      Clerical        7    Private
## 2106       $0    z_No   M       Masters                     36 Commercial
## 2107 $265,298     Yes z_F     Bachelors z_Blue Collar       48 Commercial
## 2108       $0    z_No   M  <High School z_Blue Collar       50 Commercial
## 2109 $308,335     Yes   M       Masters                     30 Commercial
## 2110       $0    z_No   M       Masters                     22 Commercial
## 2111 $243,092     Yes z_F       Masters        Lawyer       31    Private
## 2112              Yes   M     Bachelors  Professional       51    Private
## 2113       $0    z_No   M     Bachelors z_Blue Collar        6 Commercial
## 2114 $272,992     Yes z_F z_High School z_Blue Collar       43 Commercial
## 2115 $170,975     Yes z_F     Bachelors z_Blue Collar        9 Commercial
## 2116       $0    z_No   M       Masters        Lawyer       22    Private
## 2117       $0    z_No   M     Bachelors       Student       29 Commercial
## 2118 $102,229     Yes z_F     Bachelors    Home Maker       51    Private
## 2119 $334,600     Yes z_F     Bachelors       Manager       21    Private
## 2120 $281,686     Yes   M     Bachelors  Professional       55    Private
## 2121       $0    z_No z_F       Masters  Professional       19    Private
## 2122  $94,101     Yes z_F z_High School    Home Maker       27 Commercial
## 2123 $183,202     Yes z_F z_High School      Clerical       40    Private
## 2124       $0    z_No z_F     Bachelors    Home Maker        9    Private
## 2125       $0    z_No   M z_High School z_Blue Collar       34    Private
## 2126 $173,040    z_No   M  <High School z_Blue Collar       30 Commercial
## 2127 $368,546     Yes   M     Bachelors  Professional       36    Private
## 2128       $0    z_No z_F z_High School      Clerical       10    Private
## 2129       $0    z_No z_F       Masters        Lawyer       49    Private
## 2130       $0    z_No z_F     Bachelors       Student        8 Commercial
## 2131       $0    z_No z_F  <High School      Clerical       26    Private
## 2132 $219,629     Yes z_F z_High School z_Blue Collar       32 Commercial
## 2133 $158,421     Yes z_F  <High School z_Blue Collar       36    Private
## 2134 $583,508    z_No   M           PhD        Lawyer       49    Private
## 2135 $324,893     Yes z_F       Masters        Lawyer       29    Private
## 2136 $611,328     Yes   M           PhD                     40 Commercial
## 2137 $193,868     Yes   M       Masters        Lawyer       57    Private
## 2138       $0    z_No z_F           PhD                     45 Commercial
## 2139       $0    z_No z_F           PhD        Doctor       40    Private
## 2140 $247,182     Yes   M       Masters        Lawyer        5    Private
## 2141 $209,019     Yes   M       Masters                     47 Commercial
## 2142       $0    z_No z_F           PhD    Home Maker       41    Private
## 2143       $0    z_No z_F       Masters        Lawyer       46    Private
## 2144 $246,071    z_No   M       Masters  Professional       20 Commercial
## 2145       $0    z_No   M           PhD        Doctor       42    Private
## 2146 $209,361     Yes z_F     Bachelors z_Blue Collar       34 Commercial
## 2147 $525,908     Yes   M       Masters                     18 Commercial
## 2148       $0    z_No z_F           PhD    Home Maker       26    Private
## 2149 $469,315     Yes   M           PhD                     32 Commercial
## 2150 $203,678     Yes   M z_High School z_Blue Collar       24 Commercial
## 2151 $167,789     Yes   M z_High School  Professional       41    Private
## 2152       $0    z_No z_F z_High School  Professional        5    Private
## 2153 $219,318     Yes z_F z_High School  Professional       66    Private
## 2154       $0    z_No z_F z_High School    Home Maker       22    Private
## 2155 $177,896     Yes   M     Bachelors      Clerical       28    Private
## 2156       $0     Yes z_F  <High School       Student       59    Private
## 2157 $251,362     Yes   M       Masters  Professional       32    Private
## 2158  $94,883     Yes z_F z_High School      Clerical       53    Private
## 2159 $247,773     Yes z_F     Bachelors       Manager       29    Private
## 2160 $136,304    z_No z_F       Masters        Lawyer       45    Private
## 2161 $113,804     Yes z_F     Bachelors    Home Maker       25    Private
## 2162 $151,510     Yes   M  <High School z_Blue Collar       11    Private
## 2163 $143,129     Yes z_F  <High School      Clerical       39    Private
## 2164       $0    z_No z_F     Bachelors z_Blue Collar       40 Commercial
## 2165 $230,439     Yes z_F       Masters  Professional       21    Private
## 2166 $147,825    z_No z_F       Masters  Professional       26    Private
## 2167       $0    z_No z_F     Bachelors z_Blue Collar       49 Commercial
## 2168       $0    z_No   M  <High School      Clerical       84    Private
## 2169 $195,459    z_No   M     Bachelors  Professional       28    Private
## 2170 $385,981     Yes z_F       Masters        Lawyer       21    Private
## 2171       $0    z_No z_F       Masters    Home Maker       27    Private
## 2172       $0    z_No   M       Masters                     61 Commercial
## 2173       $0    z_No   M z_High School z_Blue Collar       21 Commercial
## 2174 $138,760     Yes   M z_High School z_Blue Collar       38 Commercial
## 2175 $453,933     Yes   M       Masters  Professional       37 Commercial
## 2176       $0    z_No z_F       Masters        Lawyer       19    Private
## 2177 $105,171    z_No z_F  <High School      Clerical        5    Private
## 2178 $187,532     Yes   M     Bachelors      Clerical       21    Private
## 2179 $460,349     Yes z_F           PhD        Doctor       24    Private
## 2180       $0    z_No z_F z_High School       Student       62 Commercial
## 2181       $0    z_No z_F z_High School       Manager       53    Private
## 2182 $171,886     Yes   M     Bachelors      Clerical       50    Private
## 2183       $0    z_No z_F z_High School z_Blue Collar       62 Commercial
## 2184 $327,629     Yes z_F       Masters  Professional       68    Private
## 2185       $0    z_No   M  <High School      Clerical       41 Commercial
## 2186       $0    z_No z_F z_High School       Student       43 Commercial
## 2187 $328,686     Yes   M     Bachelors  Professional       31    Private
## 2188 $332,538     Yes z_F       Masters       Manager       63    Private
## 2189 $238,850     Yes z_F       Masters        Lawyer       33    Private
## 2190 $149,217     Yes   M  <High School      Clerical       33    Private
## 2191 $188,757     Yes z_F       Masters    Home Maker       42    Private
## 2192 $173,200     Yes z_F z_High School z_Blue Collar       18    Private
## 2193       $0    z_No   M z_High School z_Blue Collar       27 Commercial
## 2194  $75,386     Yes   M           PhD        Doctor       23    Private
## 2195             z_No   M z_High School z_Blue Collar       36 Commercial
## 2196 $306,166     Yes   M     Bachelors       Manager        5 Commercial
## 2197 $138,681     Yes   M     Bachelors  Professional       21    Private
## 2198 $161,549     Yes   M z_High School       Manager       27    Private
## 2199       $0    z_No z_F z_High School z_Blue Collar       46 Commercial
## 2200 $185,558     Yes   M       Masters        Lawyer       23    Private
## 2201 $171,659     Yes   M z_High School      Clerical       52    Private
## 2202 $166,632     Yes   M       Masters        Lawyer       19    Private
## 2203       $0    z_No z_F           PhD       Manager       34    Private
## 2204       $0    z_No z_F     Bachelors       Student       15    Private
## 2205 $221,964     Yes   M z_High School  Professional        6    Private
## 2206  $83,783     Yes   M  <High School       Student       55    Private
## 2207 $221,267     Yes z_F     Bachelors      Clerical       14    Private
## 2208 $177,222    z_No z_F       Masters        Lawyer       24    Private
## 2209             z_No z_F     Bachelors z_Blue Collar       49    Private
## 2210 $172,009     Yes z_F       Masters        Lawyer       12    Private
## 2211       $0    z_No z_F  <High School z_Blue Collar       54    Private
## 2212              Yes   M     Bachelors  Professional       60    Private
## 2213 $203,946     Yes   M       Masters  Professional       31    Private
## 2214 $411,363     Yes   M           PhD                     29 Commercial
## 2215 $173,072     Yes z_F z_High School z_Blue Collar       37 Commercial
## 2216 $380,183     Yes z_F       Masters        Lawyer       44    Private
## 2217  $71,148     Yes z_F z_High School    Home Maker       51    Private
## 2218 $319,369     Yes   M     Bachelors       Manager       21    Private
## 2219 $209,830     Yes z_F       Masters    Home Maker       39    Private
## 2220 $223,083     Yes z_F     Bachelors  Professional       22    Private
## 2221 $273,153     Yes z_F     Bachelors       Manager       35    Private
## 2222       $0    z_No z_F z_High School z_Blue Collar        7    Private
## 2223 $141,995     Yes   M z_High School      Clerical       36 Commercial
## 2224       $0    z_No   M z_High School      Clerical       28    Private
## 2225 $338,139    z_No   M     Bachelors  Professional       35    Private
## 2226 $237,445     Yes z_F     Bachelors z_Blue Collar       26    Private
## 2227       $0     Yes   M z_High School       Student       50    Private
## 2228 $250,484     Yes   M       Masters        Lawyer       33    Private
## 2229 $329,256     Yes   M     Bachelors  Professional       42    Private
## 2230       $0    z_No z_F           PhD                     44 Commercial
## 2231 $471,638    z_No   M       Masters                     37 Commercial
## 2232              Yes   M  <High School      Clerical       38 Commercial
## 2233 $327,211     Yes z_F       Masters                     57 Commercial
## 2234 $193,571     Yes z_F z_High School z_Blue Collar       39 Commercial
## 2235       $0    z_No   M       Masters       Manager       36    Private
## 2236 $207,148     Yes z_F z_High School      Clerical       66    Private
## 2237 $158,683     Yes   M       Masters                     31 Commercial
## 2238 $256,646     Yes z_F           PhD       Manager       25    Private
## 2239 $129,556     Yes z_F z_High School      Clerical       48 Commercial
## 2240 $134,865    z_No z_F  <High School      Clerical       55    Private
## 2241              Yes z_F           PhD    Home Maker       38    Private
## 2242 $243,072     Yes z_F       Masters  Professional        5    Private
## 2243 $161,986    z_No z_F z_High School z_Blue Collar       42 Commercial
## 2244              Yes   M     Bachelors z_Blue Collar        9    Private
## 2245       $0    z_No z_F z_High School  Professional        5    Private
## 2246 $152,551     Yes   M z_High School      Clerical       47 Commercial
## 2247 $144,045    z_No   M z_High School      Clerical       24    Private
## 2248 $216,280     Yes z_F z_High School z_Blue Collar       12 Commercial
## 2249  $86,075    z_No z_F z_High School    Home Maker       35    Private
## 2250       $0    z_No z_F       Masters  Professional        6    Private
## 2251 $125,466     Yes   M z_High School z_Blue Collar       30    Private
## 2252       $0     Yes z_F z_High School       Student       54    Private
## 2253  $87,994     Yes   M  <High School      Clerical       11 Commercial
## 2254       $0     Yes z_F  <High School       Student       39    Private
## 2255 $424,491     Yes   M       Masters       Manager       24    Private
## 2256 $353,367     Yes z_F           PhD       Manager        5    Private
## 2257       $0    z_No   M       Masters  Professional       22    Private
## 2258       $0    z_No   M z_High School z_Blue Collar       21 Commercial
## 2259 $156,793     Yes   M  <High School z_Blue Collar       56 Commercial
## 2260       $0    z_No z_F  <High School       Student       54    Private
## 2261 $189,197    z_No   M     Bachelors      Clerical       44    Private
## 2262             z_No z_F       Masters  Professional       32    Private
## 2263 $209,337     Yes   M     Bachelors      Clerical       41    Private
## 2264 $173,745     Yes z_F z_High School z_Blue Collar       22 Commercial
## 2265       $0    z_No z_F       Masters       Manager       26    Private
## 2266 $235,901     Yes z_F     Bachelors  Professional       45 Commercial
## 2267       $0    z_No   M z_High School  Professional       12 Commercial
## 2268       $0    z_No z_F       Masters    Home Maker       48    Private
## 2269 $170,380     Yes   M z_High School      Clerical       51 Commercial
## 2270 $191,973     Yes z_F       Masters        Lawyer       59    Private
## 2271       $0    z_No z_F z_High School      Clerical       48    Private
## 2272 $149,910    z_No z_F z_High School      Clerical        5    Private
## 2273       $0    z_No z_F  <High School    Home Maker       54    Private
## 2274       $0    z_No z_F       Masters       Manager       65    Private
## 2275 $253,132    z_No   M       Masters                     37    Private
## 2276 $167,093     Yes   M     Bachelors       Manager       36    Private
## 2277 $166,481     Yes z_F z_High School      Clerical       30    Private
## 2278       $0    z_No z_F           PhD        Doctor       26    Private
## 2279 $111,492     Yes   M       Masters                     27 Commercial
## 2280 $324,844     Yes   M       Masters                     20 Commercial
## 2281 $213,744     Yes   M     Bachelors  Professional       41 Commercial
## 2282 $355,673     Yes z_F     Bachelors  Professional       29    Private
## 2283 $277,568     Yes   M       Masters  Professional       30    Private
## 2284 $244,784    z_No z_F           PhD  Professional       17    Private
## 2285 $255,755    z_No   M     Bachelors  Professional       39 Commercial
## 2286              Yes z_F           PhD        Doctor       13    Private
## 2287  $83,235     Yes z_F     Bachelors    Home Maker       40    Private
## 2288       $0     Yes z_F z_High School       Student       33    Private
## 2289 $249,873    z_No z_F     Bachelors  Professional       56    Private
## 2290       $0    z_No z_F     Bachelors      Clerical       57    Private
## 2291 $266,370     Yes   M       Masters        Lawyer       25    Private
## 2292 $225,043     Yes   M  <High School z_Blue Collar       15    Private
## 2293  $86,562     Yes   M  <High School      Clerical       28    Private
## 2294             z_No z_F           PhD                      5    Private
## 2295 $125,216     Yes z_F  <High School      Clerical       16    Private
## 2296       $0    z_No z_F z_High School z_Blue Collar        6 Commercial
## 2297 $313,721    z_No   M     Bachelors       Manager       44    Private
## 2298  $89,590     Yes z_F     Bachelors    Home Maker       45    Private
## 2299              Yes z_F     Bachelors  Professional       60    Private
## 2300 $275,532     Yes   M     Bachelors  Professional       33    Private
## 2301 $259,648     Yes   M       Masters        Lawyer       14    Private
## 2302  $51,401     Yes z_F  <High School    Home Maker       41    Private
## 2303 $285,421     Yes z_F       Masters        Lawyer       45    Private
## 2304 $282,708     Yes   M     Bachelors  Professional       55    Private
## 2305 $191,400    z_No   M z_High School z_Blue Collar       15 Commercial
## 2306 $206,961     Yes   M z_High School z_Blue Collar       19 Commercial
## 2307       $0    z_No z_F     Bachelors z_Blue Collar       45    Private
## 2308       $0    z_No   M z_High School       Manager       47    Private
## 2309 $212,157     Yes z_F z_High School  Professional       14    Private
## 2310 $338,327    z_No z_F           PhD        Lawyer       35    Private
## 2311 $232,559     Yes z_F z_High School z_Blue Collar       29 Commercial
## 2312  $90,224     Yes   M z_High School       Student       29 Commercial
## 2313 $385,020     Yes   M       Masters  Professional       73    Private
## 2314 $240,210     Yes   M     Bachelors       Manager       43    Private
## 2315 $167,556     Yes   M       Masters                      5 Commercial
## 2316 $162,715     Yes z_F     Bachelors      Clerical       41    Private
## 2317 $251,915     Yes   M     Bachelors z_Blue Collar       39 Commercial
## 2318       $0     Yes z_F  <High School       Student       33    Private
## 2319             z_No z_F     Bachelors  Professional       36    Private
## 2320 $238,256     Yes z_F     Bachelors z_Blue Collar       36    Private
## 2321 $203,768    z_No z_F     Bachelors       Manager       32    Private
## 2322       $0    z_No   M           PhD                     28 Commercial
## 2323 $154,214     Yes   M z_High School    Home Maker       32    Private
## 2324       $0    z_No z_F       Masters        Lawyer       58    Private
## 2325 $100,989     Yes z_F z_High School    Home Maker       25    Private
## 2326 $175,919     Yes z_F       Masters        Lawyer       24    Private
## 2327       $0    z_No z_F     Bachelors    Home Maker       39    Private
## 2328       $0    z_No   M           PhD       Manager       51 Commercial
## 2329 $152,065     Yes z_F z_High School      Clerical       41    Private
## 2330       $0    z_No z_F       Masters        Lawyer       36    Private
## 2331 $190,840     Yes z_F z_High School z_Blue Collar       61 Commercial
## 2332 $282,423     Yes   M     Bachelors       Manager       33 Commercial
## 2333 $382,564     Yes z_F     Bachelors z_Blue Collar       12 Commercial
## 2334 $279,275     Yes z_F     Bachelors  Professional       26 Commercial
## 2335 $131,342     Yes   M z_High School z_Blue Collar       17 Commercial
## 2336 $228,387    z_No z_F       Masters       Manager       37    Private
## 2337             z_No   M     Bachelors       Student       10 Commercial
## 2338 $272,958     Yes z_F           PhD  Professional       48    Private
## 2339 $232,836     Yes z_F     Bachelors      Clerical       61    Private
## 2340 $118,852    z_No z_F  <High School      Clerical       42    Private
## 2341  $84,279     Yes z_F     Bachelors       Student       55 Commercial
## 2342             z_No   M     Bachelors  Professional       18    Private
## 2343 $194,096     Yes z_F  <High School z_Blue Collar       50    Private
## 2344 $378,761     Yes   M       Masters        Lawyer       41    Private
## 2345       $0    z_No   M       Masters        Lawyer       37    Private
## 2346 $107,743     Yes z_F z_High School z_Blue Collar       32 Commercial
## 2347 $307,718     Yes   M       Masters  Professional       28    Private
## 2348       $0    z_No z_F z_High School       Student       59 Commercial
## 2349 $181,406     Yes   M z_High School z_Blue Collar       35 Commercial
## 2350       $0    z_No   M     Bachelors  Professional       24 Commercial
## 2351       $0    z_No   M       Masters                     32 Commercial
## 2352 $252,432     Yes z_F       Masters       Manager       12    Private
## 2353 $186,294     Yes z_F     Bachelors  Professional       30    Private
## 2354       $0     Yes   M z_High School       Student       37 Commercial
## 2355       $0    z_No z_F     Bachelors  Professional       22    Private
## 2356 $117,400     Yes z_F z_High School      Clerical       35    Private
## 2357 $342,728    z_No   M       Masters        Lawyer       36    Private
## 2358  $92,593     Yes z_F  <High School z_Blue Collar       18    Private
## 2359 $118,581     Yes z_F     Bachelors    Home Maker       60    Private
## 2360 $175,478    z_No   M     Bachelors       Manager       27    Private
## 2361 $212,010    z_No   M z_High School       Manager        7    Private
## 2362       $0    z_No   M     Bachelors z_Blue Collar       38 Commercial
## 2363       $0     Yes z_F  <High School    Home Maker       43    Private
## 2364 $155,030    z_No   M     Bachelors z_Blue Collar       24 Commercial
## 2365             z_No   M z_High School z_Blue Collar       29 Commercial
## 2366 $126,429     Yes   M           PhD                     25 Commercial
## 2367       $0    z_No   M     Bachelors  Professional        5    Private
## 2368 $195,516     Yes   M           PhD                     39 Commercial
## 2369 $166,154     Yes z_F       Masters        Lawyer       22    Private
## 2370       $0    z_No   M  <High School       Student       37 Commercial
## 2371 $270,030     Yes   M  <High School z_Blue Collar       28    Private
## 2372 $401,237     Yes z_F           PhD       Manager       26 Commercial
## 2373 $285,628     Yes z_F           PhD       Manager       51    Private
## 2374 $533,607     Yes z_F           PhD       Manager       40 Commercial
## 2375       $0    z_No   M     Bachelors z_Blue Collar       49 Commercial
## 2376 $225,111     Yes z_F     Bachelors z_Blue Collar       25 Commercial
## 2377 $237,421    z_No z_F       Masters                     47 Commercial
## 2378 $358,643     Yes   M       Masters  Professional       60    Private
## 2379 $509,647     Yes z_F           PhD                     33 Commercial
## 2380 $333,479     Yes   M       Masters                     58 Commercial
## 2381 $293,964     Yes   M       Masters                     51 Commercial
## 2382       $0    z_No z_F     Bachelors  Professional       52    Private
## 2383 $262,566     Yes z_F z_High School z_Blue Collar       31    Private
## 2384 $148,864    z_No   M z_High School z_Blue Collar       42 Commercial
## 2385 $210,236     Yes z_F z_High School  Professional       56 Commercial
## 2386             z_No z_F z_High School      Clerical       29    Private
## 2387 $232,259    z_No z_F     Bachelors      Clerical       35    Private
## 2388 $251,024    z_No z_F z_High School  Professional       33    Private
## 2389 $105,982     Yes   M     Bachelors z_Blue Collar       49 Commercial
## 2390 $168,178     Yes   M z_High School      Clerical       34 Commercial
## 2391       $0    z_No   M           PhD        Doctor        5    Private
## 2392 $126,561     Yes z_F  <High School      Clerical       40    Private
## 2393       $0    z_No   M  <High School      Clerical       43    Private
## 2394       $0    z_No   M       Masters  Professional       36    Private
## 2395 $208,816     Yes   M     Bachelors      Clerical       20    Private
## 2396 $177,193    z_No   M       Masters  Professional       26 Commercial
## 2397 $216,908     Yes z_F     Bachelors    Home Maker       23    Private
## 2398 $210,353     Yes   M       Masters       Manager       19 Commercial
## 2399 $381,377     Yes   M     Bachelors  Professional       39    Private
## 2400 $291,888     Yes z_F     Bachelors       Manager       37 Commercial
## 2401 $356,290    z_No   M     Bachelors  Professional       27 Commercial
## 2402       $0    z_No z_F  <High School       Student       31    Private
## 2403 $204,139     Yes   M z_High School       Manager       32    Private
## 2404 $148,947     Yes z_F z_High School       Manager       27    Private
## 2405 $205,265    z_No z_F z_High School z_Blue Collar       41 Commercial
## 2406             z_No z_F z_High School       Manager        5    Private
## 2407             z_No   M       Masters        Lawyer       38    Private
## 2408              Yes   M z_High School      Clerical       31    Private
## 2409 $201,108     Yes   M  <High School      Clerical       22    Private
## 2410 $273,845    z_No   M       Masters  Professional       49    Private
## 2411       $0    z_No   M z_High School       Student       34 Commercial
## 2412 $220,167     Yes   M  <High School  Professional       45    Private
## 2413 $217,443     Yes   M       Masters                      5 Commercial
## 2414 $350,077     Yes   M z_High School z_Blue Collar       16 Commercial
## 2415 $279,593     Yes   M       Masters        Lawyer       42    Private
## 2416             z_No   M       Masters        Lawyer       45    Private
## 2417 $287,762    z_No   M     Bachelors       Manager       15    Private
## 2418       $0    z_No z_F     Bachelors z_Blue Collar       35 Commercial
## 2419 $153,181     Yes z_F z_High School z_Blue Collar       69 Commercial
## 2420 $195,331    z_No   M  <High School z_Blue Collar       12 Commercial
## 2421 $179,331     Yes   M     Bachelors    Home Maker       27    Private
## 2422       $0    z_No   M z_High School       Student       44 Commercial
## 2423       $0    z_No z_F z_High School       Manager       45 Commercial
## 2424       $0    z_No z_F  <High School    Home Maker       74    Private
## 2425 $224,997    z_No   M z_High School  Professional        8 Commercial
## 2426 $170,101     Yes z_F z_High School z_Blue Collar       47 Commercial
## 2427       $0    z_No z_F           PhD                     40 Commercial
## 2428 $198,207    z_No z_F z_High School      Clerical        5 Commercial
## 2429 $264,318     Yes   M z_High School z_Blue Collar       46 Commercial
## 2430       $0    z_No z_F  <High School z_Blue Collar       38    Private
## 2431 $281,873     Yes   M     Bachelors       Manager       19 Commercial
## 2432       $0    z_No   M z_High School       Manager       57    Private
## 2433  $89,983     Yes z_F  <High School    Home Maker       17    Private
## 2434  $66,706    z_No z_F z_High School    Home Maker       25    Private
## 2435       $0    z_No z_F z_High School      Clerical       40    Private
## 2436       $0    z_No   M z_High School z_Blue Collar       32 Commercial
## 2437       $0    z_No   M       Masters       Manager       45 Commercial
## 2438       $0    z_No z_F       Masters        Lawyer       38    Private
## 2439  $85,078    z_No   M z_High School    Home Maker        6    Private
## 2440 $205,895     Yes z_F       Masters        Lawyer       23    Private
## 2441  $91,827    z_No z_F  <High School      Clerical       34 Commercial
## 2442       $0    z_No z_F z_High School       Student       55 Commercial
## 2443       $0    z_No z_F  <High School       Student       21 Commercial
## 2444             z_No z_F     Bachelors z_Blue Collar       55 Commercial
## 2445 $198,402     Yes z_F  <High School z_Blue Collar       41    Private
## 2446       $0    z_No   M           PhD                     51 Commercial
## 2447             z_No   M     Bachelors  Professional       48    Private
## 2448 $246,706     Yes z_F z_High School z_Blue Collar       26 Commercial
## 2449 $267,064     Yes z_F     Bachelors       Manager       17    Private
## 2450       $0    z_No z_F     Bachelors      Clerical       39    Private
## 2451       $0    z_No z_F       Masters                     45 Commercial
## 2452       $0    z_No   M     Bachelors  Professional       34    Private
## 2453              Yes z_F       Masters    Home Maker       26    Private
## 2454       $0    z_No   M     Bachelors z_Blue Collar       37 Commercial
## 2455  $63,103     Yes   M  <High School       Student       23 Commercial
## 2456 $274,259     Yes z_F     Bachelors      Clerical       40    Private
## 2457       $0     Yes   M z_High School       Student       36    Private
## 2458       $0    z_No   M     Bachelors      Clerical       41    Private
## 2459 $181,084    z_No z_F z_High School z_Blue Collar       32 Commercial
## 2460              Yes   M       Masters       Manager       46    Private
## 2461       $0    z_No z_F       Masters        Lawyer        9    Private
## 2462 $398,559     Yes   M           PhD        Doctor       24    Private
## 2463 $101,132     Yes z_F  <High School      Clerical       21    Private
## 2464       $0    z_No   M           PhD        Doctor       31    Private
## 2465 $137,379     Yes z_F z_High School      Clerical       68    Private
## 2466              Yes z_F z_High School    Home Maker       22    Private
## 2467 $221,669     Yes   M z_High School       Manager       56    Private
## 2468 $174,522     Yes z_F       Masters  Professional       20    Private
## 2469 $229,352     Yes z_F z_High School z_Blue Collar       53    Private
## 2470 $166,754     Yes   M     Bachelors       Manager       36    Private
## 2471       $0    z_No z_F z_High School      Clerical       39    Private
## 2472 $264,737     Yes z_F       Masters        Lawyer       35    Private
## 2473 $262,380     Yes z_F       Masters        Lawyer       34    Private
## 2474 $202,324     Yes   M  <High School z_Blue Collar       44 Commercial
## 2475       $0    z_No z_F z_High School      Clerical       40    Private
## 2476 $165,512     Yes z_F  <High School      Clerical       32    Private
## 2477 $137,925     Yes z_F  <High School z_Blue Collar       21 Commercial
## 2478  $64,786     Yes   M z_High School       Student       16 Commercial
## 2479             z_No   M       Masters                     30 Commercial
## 2480       $0    z_No z_F z_High School       Student       21    Private
## 2481 $323,804     Yes z_F       Masters        Lawyer       47    Private
## 2482       $0    z_No   M  <High School z_Blue Collar       45 Commercial
## 2483 $119,578     Yes z_F  <High School      Clerical       28    Private
## 2484       $0    z_No   M     Bachelors z_Blue Collar       64 Commercial
## 2485  $85,406    z_No   M z_High School      Clerical       32 Commercial
## 2486       $0    z_No z_F z_High School      Clerical       49    Private
## 2487       $0    z_No z_F z_High School       Manager       44    Private
## 2488       $0    z_No   M z_High School z_Blue Collar       30 Commercial
## 2489       $0    z_No z_F z_High School z_Blue Collar       16 Commercial
## 2490 $301,389     Yes   M       Masters                     26 Commercial
## 2491       $0    z_No z_F  <High School      Clerical       50    Private
## 2492 $153,355    z_No   M       Masters       Manager       23    Private
## 2493             z_No   M     Bachelors z_Blue Collar       33 Commercial
## 2494 $438,186    z_No   M           PhD                     42 Commercial
## 2495 $204,364     Yes z_F       Masters        Lawyer       14    Private
## 2496 $274,953     Yes z_F z_High School      Clerical       29    Private
## 2497 $308,418     Yes z_F     Bachelors z_Blue Collar       48 Commercial
## 2498 $182,320     Yes   M     Bachelors      Clerical       39    Private
## 2499 $199,772     Yes   M z_High School z_Blue Collar       29 Commercial
## 2500 $197,000     Yes   M       Masters                     40 Commercial
## 2501 $170,963    z_No z_F z_High School      Clerical       13    Private
## 2502 $368,289     Yes   M       Masters                     36 Commercial
## 2503 $190,921     Yes z_F     Bachelors  Professional       26    Private
## 2504       $0    z_No z_F  <High School    Home Maker       19    Private
## 2505 $210,062    z_No   M     Bachelors  Professional       55    Private
## 2506       $0    z_No z_F z_High School      Clerical       24    Private
## 2507  $53,636    z_No z_F z_High School    Home Maker       54    Private
## 2508 $143,884    z_No   M       Masters                     26 Commercial
## 2509       $0     Yes   M z_High School       Student       49 Commercial
## 2510 $234,860     Yes z_F       Masters        Lawyer       15    Private
## 2511 $203,940     Yes z_F     Bachelors z_Blue Collar       23 Commercial
## 2512 $156,233     Yes z_F z_High School z_Blue Collar       52 Commercial
## 2513       $0    z_No   M  <High School      Clerical       43    Private
## 2514 $275,854     Yes   M       Masters        Lawyer       53    Private
## 2515 $233,339    z_No   M           PhD                      5 Commercial
## 2516 $236,693     Yes z_F       Masters        Lawyer       78    Private
## 2517       $0    z_No z_F       Masters        Lawyer       27    Private
## 2518 $213,856     Yes z_F  <High School      Clerical       25    Private
## 2519 $160,852     Yes z_F z_High School  Professional       34    Private
## 2520 $194,664    z_No   M z_High School z_Blue Collar       30 Commercial
## 2521 $267,509     Yes   M     Bachelors       Manager       50    Private
## 2522       $0    z_No z_F       Masters        Lawyer       25    Private
## 2523 $244,414     Yes   M  <High School z_Blue Collar       57 Commercial
## 2524 $289,351     Yes   M     Bachelors       Manager       11 Commercial
## 2525 $122,416    z_No   M  <High School      Clerical       34    Private
## 2526 $210,765    z_No z_F     Bachelors    Home Maker       23    Private
## 2527       $0     Yes   M  <High School       Student       29    Private
## 2528 $182,863     Yes z_F z_High School      Clerical        7    Private
## 2529 $276,908     Yes z_F           PhD        Doctor       53    Private
## 2530             z_No   M     Bachelors      Clerical       34    Private
## 2531       $0    z_No z_F     Bachelors  Professional       23    Private
## 2532 $220,806     Yes z_F z_High School      Clerical       65    Private
## 2533 $155,006    z_No   M     Bachelors  Professional       28 Commercial
## 2534 $225,111     Yes z_F     Bachelors z_Blue Collar       25 Commercial
## 2535 $176,219     Yes z_F z_High School z_Blue Collar       30 Commercial
## 2536 $112,912     Yes z_F z_High School    Home Maker       34    Private
## 2537 $143,650     Yes   M  <High School      Clerical       34    Private
## 2538 $253,054     Yes z_F  <High School z_Blue Collar       12    Private
## 2539 $124,116     Yes   M z_High School      Clerical       71    Private
## 2540 $186,429     Yes   M     Bachelors z_Blue Collar       43 Commercial
## 2541              Yes z_F  <High School    Home Maker       50    Private
## 2542 $223,747    z_No   M       Masters                     50 Commercial
## 2543 $389,009     Yes   M       Masters        Lawyer       27    Private
## 2544 $190,150     Yes z_F     Bachelors       Manager       31    Private
## 2545       $0    z_No z_F     Bachelors z_Blue Collar        5 Commercial
## 2546 $237,263    z_No   M     Bachelors       Manager       31    Private
## 2547 $288,129     Yes   M       Masters       Manager       34 Commercial
## 2548 $192,457     Yes   M     Bachelors z_Blue Collar       26 Commercial
## 2549 $209,610     Yes   M     Bachelors  Professional       35 Commercial
## 2550       $0     Yes z_F  <High School       Student       11    Private
## 2551 $190,938     Yes   M     Bachelors  Professional       52 Commercial
## 2552       $0    z_No z_F z_High School z_Blue Collar       50 Commercial
## 2553 $151,830     Yes z_F     Bachelors z_Blue Collar       31 Commercial
## 2554 $118,100     Yes   M  <High School      Clerical       14    Private
## 2555 $223,313     Yes z_F     Bachelors z_Blue Collar       93 Commercial
## 2556       $0    z_No z_F       Masters        Lawyer       47    Private
## 2557 $278,236     Yes z_F       Masters  Professional        5    Private
## 2558 $260,661    z_No z_F     Bachelors  Professional       42    Private
## 2559       $0    z_No z_F       Masters                     36 Commercial
## 2560 $441,721     Yes   M     Bachelors  Professional       33    Private
## 2561 $245,454     Yes   M z_High School z_Blue Collar       17    Private
## 2562  $84,982     Yes   M       Masters  Professional       45    Private
## 2563 $142,293    z_No z_F  <High School      Clerical       24 Commercial
## 2564 $205,650     Yes   M     Bachelors  Professional       43    Private
## 2565 $168,092     Yes   M  <High School z_Blue Collar       31 Commercial
## 2566 $177,209     Yes z_F z_High School  Professional       38    Private
## 2567 $186,797     Yes z_F z_High School z_Blue Collar       17 Commercial
## 2568 $230,106     Yes z_F       Masters  Professional       48    Private
## 2569       $0    z_No z_F z_High School    Home Maker       26    Private
## 2570       $0    z_No z_F       Masters       Manager       28    Private
## 2571       $0    z_No   M           PhD                     33 Commercial
## 2572 $294,899     Yes   M       Masters                     40 Commercial
## 2573       $0    z_No   M           PhD        Doctor       31    Private
## 2574       $0    z_No   M       Masters        Lawyer        5    Private
## 2575              Yes z_F z_High School      Clerical       27    Private
## 2576 $235,439     Yes   M     Bachelors       Manager       19    Private
## 2577 $106,892    z_No z_F  <High School      Clerical       12    Private
## 2578 $344,195    z_No z_F     Bachelors z_Blue Collar        5 Commercial
## 2579 $147,125     Yes z_F z_High School z_Blue Collar        5 Commercial
## 2580 $203,230    z_No   M  <High School z_Blue Collar       24 Commercial
## 2581              Yes   M           PhD                     24 Commercial
## 2582 $265,690     Yes   M     Bachelors       Manager       36    Private
## 2583 $243,919     Yes   M     Bachelors      Clerical       22 Commercial
## 2584 $330,562    z_No z_F       Masters                     48 Commercial
## 2585 $329,203     Yes   M       Masters        Lawyer       27    Private
## 2586 $162,610     Yes z_F       Masters        Lawyer       60    Private
## 2587 $325,139    z_No z_F       Masters       Manager       52    Private
## 2588 $181,752     Yes z_F     Bachelors       Student       38    Private
## 2589 $226,828     Yes z_F     Bachelors z_Blue Collar       23 Commercial
## 2590       $0    z_No   M  <High School z_Blue Collar       25    Private
## 2591 $234,493     Yes z_F     Bachelors      Clerical       10    Private
## 2592 $398,344     Yes   M       Masters        Lawyer       20    Private
## 2593 $202,835     Yes z_F z_High School      Clerical       23    Private
## 2594 $203,371     Yes z_F     Bachelors z_Blue Collar       21    Private
## 2595       $0    z_No   M z_High School       Manager       45    Private
## 2596 $210,190     Yes z_F  <High School z_Blue Collar       39    Private
## 2597       $0     Yes z_F  <High School       Student       20    Private
## 2598       $0    z_No   M z_High School       Manager       27    Private
## 2599 $316,356     Yes   M           PhD        Lawyer       48    Private
## 2600 $114,907    z_No   M z_High School      Clerical       40    Private
## 2601 $136,672    z_No   M z_High School      Clerical       60 Commercial
## 2602       $0     Yes   M z_High School       Student       44 Commercial
## 2603 $241,913    z_No   M     Bachelors  Professional       43    Private
## 2604       $0    z_No   M       Masters                     24 Commercial
## 2605 $149,177     Yes   M z_High School z_Blue Collar       45 Commercial
## 2606 $321,272     Yes z_F       Masters        Lawyer       27    Private
## 2607 $318,758     Yes z_F       Masters        Lawyer       37    Private
## 2608       $0     Yes   M  <High School       Student       22 Commercial
## 2609       $0    z_No   M z_High School z_Blue Collar       13    Private
## 2610       $0    z_No z_F z_High School    Home Maker       24    Private
## 2611 $111,145     Yes z_F z_High School    Home Maker       32    Private
## 2612 $231,320     Yes   M     Bachelors  Professional       34    Private
## 2613 $244,929     Yes z_F       Masters       Manager       16    Private
## 2614       $0    z_No z_F       Masters        Lawyer       27    Private
## 2615       $0    z_No   M       Masters       Manager       26    Private
## 2616 $151,286     Yes z_F z_High School z_Blue Collar       22 Commercial
## 2617       $0    z_No   M z_High School       Student       18    Private
## 2618 $140,966     Yes   M           PhD        Lawyer       29    Private
## 2619             z_No z_F z_High School    Home Maker       12    Private
## 2620 $216,569     Yes   M     Bachelors z_Blue Collar       37 Commercial
## 2621 $166,295     Yes   M z_High School       Manager        5 Commercial
## 2622 $268,736     Yes   M     Bachelors  Professional       45    Private
## 2623       $0    z_No z_F           PhD    Home Maker       54    Private
## 2624       $0    z_No   M     Bachelors      Clerical       31    Private
## 2625       $0    z_No z_F  <High School      Clerical       21    Private
## 2626 $163,735     Yes   M       Masters        Lawyer       44    Private
## 2627       $0     Yes z_F z_High School       Student       48    Private
## 2628 $252,585     Yes   M       Masters       Manager       35 Commercial
## 2629  $96,114     Yes   M     Bachelors    Home Maker       50    Private
## 2630       $0    z_No   M     Bachelors z_Blue Collar       22    Private
## 2631       $0     Yes z_F z_High School       Student       40 Commercial
## 2632 $179,158     Yes z_F z_High School      Clerical       34    Private
## 2633 $273,022     Yes z_F z_High School z_Blue Collar        5    Private
## 2634 $139,781     Yes   M           PhD                     15 Commercial
## 2635 $227,860    z_No z_F     Bachelors  Professional       69    Private
## 2636 $169,326     Yes z_F z_High School z_Blue Collar       34 Commercial
## 2637 $197,678     Yes z_F z_High School z_Blue Collar       35 Commercial
## 2638       $0    z_No   M z_High School z_Blue Collar       29 Commercial
## 2639 $293,661     Yes z_F z_High School z_Blue Collar       35 Commercial
## 2640 $327,623     Yes z_F z_High School       Manager       35    Private
## 2641 $187,054     Yes z_F z_High School      Clerical       30    Private
## 2642 $118,863     Yes z_F z_High School      Clerical       88    Private
## 2643 $181,874     Yes z_F       Masters        Lawyer       70    Private
## 2644       $0    z_No   M z_High School      Clerical       56 Commercial
## 2645 $202,840     Yes z_F     Bachelors z_Blue Collar       82 Commercial
## 2646  $91,506     Yes z_F z_High School    Home Maker       22    Private
## 2647 $501,150     Yes   M z_High School       Manager        5 Commercial
## 2648 $155,171    z_No z_F z_High School    Home Maker       46    Private
## 2649       $0    z_No   M     Bachelors z_Blue Collar       44 Commercial
## 2650 $220,556     Yes z_F       Masters        Lawyer       49    Private
## 2651  $79,871     Yes z_F z_High School      Clerical       33    Private
## 2652             z_No   M       Masters                     25 Commercial
## 2653       $0    z_No z_F     Bachelors z_Blue Collar        5 Commercial
## 2654 $191,144    z_No z_F       Masters        Lawyer       24    Private
## 2655             z_No   M     Bachelors  Professional       43    Private
## 2656 $313,484     Yes   M     Bachelors  Professional       39 Commercial
## 2657 $450,715    z_No   M       Masters                     34 Commercial
## 2658 $209,133     Yes   M z_High School z_Blue Collar       14 Commercial
## 2659 $105,132    z_No   M  <High School z_Blue Collar       28 Commercial
## 2660 $207,205     Yes z_F     Bachelors  Professional       71    Private
## 2661       $0    z_No   M       Masters                     19 Commercial
## 2662       $0     Yes z_F  <High School       Student       38    Private
## 2663 $184,489    z_No   M z_High School      Clerical       46    Private
## 2664  $95,757     Yes z_F       Masters        Lawyer       56    Private
## 2665       $0    z_No   M     Bachelors z_Blue Collar       24 Commercial
## 2666 $237,044     Yes   M z_High School      Clerical       32 Commercial
## 2667 $143,769     Yes   M z_High School      Clerical       28    Private
## 2668 $143,454     Yes   M z_High School z_Blue Collar       50 Commercial
## 2669       $0    z_No z_F z_High School      Clerical       44    Private
## 2670       $0    z_No z_F z_High School z_Blue Collar       24 Commercial
## 2671 $279,868     Yes z_F           PhD    Home Maker       44    Private
## 2672 $149,170     Yes   M z_High School      Clerical       48    Private
## 2673 $214,111     Yes z_F       Masters       Manager       42    Private
## 2674 $261,803     Yes z_F           PhD        Doctor       21    Private
## 2675 $447,608     Yes z_F       Masters        Lawyer       34    Private
## 2676 $220,541     Yes   M z_High School       Manager       24 Commercial
## 2677 $221,399     Yes z_F     Bachelors z_Blue Collar       35 Commercial
## 2678 $268,256     Yes   M       Masters        Lawyer       38    Private
## 2679       $0    z_No   M     Bachelors       Student       17 Commercial
## 2680 $269,435     Yes z_F     Bachelors  Professional       11    Private
## 2681 $178,482    z_No z_F     Bachelors      Clerical       12 Commercial
## 2682 $179,827     Yes   M       Masters        Lawyer       21    Private
## 2683 $478,456    z_No   M           PhD       Manager       47 Commercial
## 2684  $96,634     Yes   M           PhD                     42    Private
## 2685 $270,583     Yes z_F     Bachelors z_Blue Collar       30 Commercial
## 2686       $0    z_No z_F           PhD        Doctor       38    Private
## 2687 $107,174    z_No   M z_High School      Clerical       54 Commercial
## 2688 $184,878     Yes   M z_High School z_Blue Collar       39 Commercial
## 2689       $0    z_No   M z_High School       Student       43    Private
## 2690 $110,883    z_No z_F z_High School    Home Maker       50    Private
## 2691 $313,520     Yes   M       Masters        Lawyer       37    Private
## 2692       $0    z_No z_F           PhD                     26 Commercial
## 2693 $290,382     Yes z_F z_High School z_Blue Collar       87 Commercial
## 2694             z_No z_F       Masters        Lawyer       37    Private
## 2695 $232,945     Yes   M z_High School z_Blue Collar       29 Commercial
## 2696 $191,417     Yes z_F z_High School      Clerical       55    Private
## 2697       $0    z_No z_F     Bachelors       Student      124 Commercial
## 2698       $0     Yes z_F  <High School       Student        6    Private
## 2699       $0    z_No z_F z_High School z_Blue Collar       16 Commercial
## 2700       $0    z_No z_F     Bachelors      Clerical       12    Private
## 2701 $191,554     Yes z_F     Bachelors  Professional       36    Private
## 2702 $277,559    z_No   M     Bachelors  Professional       47    Private
## 2703 $361,375     Yes   M       Masters        Lawyer       23    Private
## 2704             z_No z_F z_High School z_Blue Collar       31 Commercial
## 2705       $0    z_No   M       Masters                     25 Commercial
## 2706 $266,746     Yes   M       Masters                     60 Commercial
## 2707       $0    z_No z_F       Masters                     32 Commercial
## 2708 $191,449     Yes z_F z_High School z_Blue Collar       31 Commercial
## 2709 $250,830     Yes z_F     Bachelors z_Blue Collar       34    Private
## 2710 $228,889    z_No   M       Masters  Professional       33    Private
## 2711 $147,621     Yes   M       Masters                     16 Commercial
## 2712       $0    z_No z_F     Bachelors    Home Maker       40    Private
## 2713       $0     Yes   M z_High School       Student       47 Commercial
## 2714 $185,912     Yes z_F  <High School z_Blue Collar       33    Private
## 2715       $0    z_No   M     Bachelors      Clerical       28    Private
## 2716 $653,952     Yes   M           PhD       Manager       14 Commercial
## 2717 $398,369     Yes z_F       Masters  Professional       28    Private
## 2718 $191,991     Yes   M     Bachelors  Professional       30    Private
## 2719       $0    z_No z_F z_High School  Professional       73    Private
## 2720       $0    z_No z_F z_High School       Student       47 Commercial
## 2721       $0    z_No   M z_High School       Manager       23    Private
## 2722       $0    z_No   M           PhD                     18 Commercial
## 2723 $144,171    z_No   M     Bachelors       Manager        7 Commercial
## 2724 $128,607     Yes   M       Masters       Manager       14    Private
## 2725 $249,869    z_No z_F           PhD        Doctor       10    Private
## 2726 $274,122     Yes   M z_High School z_Blue Collar       44 Commercial
## 2727 $190,282     Yes   M  <High School z_Blue Collar       14    Private
## 2728       $0    z_No z_F     Bachelors      Clerical       47    Private
## 2729 $229,566     Yes   M     Bachelors  Professional       10    Private
## 2730       $0    z_No z_F       Masters        Lawyer       43    Private
## 2731 $296,239    z_No   M       Masters                     18 Commercial
## 2732 $327,227    z_No z_F       Masters        Lawyer       11    Private
## 2733 $136,905     Yes z_F z_High School      Clerical       46    Private
## 2734 $155,473     Yes   M  <High School z_Blue Collar       28 Commercial
## 2735       $0    z_No   M  <High School z_Blue Collar       58 Commercial
## 2736 $168,932     Yes   M     Bachelors z_Blue Collar        5    Private
## 2737 $136,454     Yes z_F z_High School z_Blue Collar       20 Commercial
## 2738 $323,456     Yes   M       Masters        Lawyer       59    Private
## 2739 $307,596     Yes   M  <High School z_Blue Collar       32    Private
## 2740       $0     Yes z_F     Bachelors       Student       23 Commercial
## 2741 $196,239     Yes z_F       Masters                     50    Private
## 2742 $360,697     Yes z_F           PhD  Professional       26 Commercial
## 2743 $238,137     Yes   M           PhD        Doctor       52    Private
## 2744 $304,014     Yes z_F     Bachelors  Professional       41    Private
## 2745 $216,157     Yes z_F     Bachelors  Professional       49    Private
## 2746       $0    z_No z_F     Bachelors z_Blue Collar       24 Commercial
## 2747 $347,009     Yes   M           PhD       Manager       53 Commercial
## 2748 $327,139     Yes z_F     Bachelors  Professional       14    Private
## 2749 $332,673     Yes z_F     Bachelors  Professional       12 Commercial
## 2750 $329,320    z_No   M       Masters        Lawyer       42    Private
## 2751 $121,806     Yes   M z_High School z_Blue Collar       35 Commercial
## 2752       $0     Yes   M  <High School      Clerical        9    Private
## 2753 $425,892     Yes   M       Masters        Lawyer       29    Private
## 2754       $0    z_No   M       Masters        Lawyer        9    Private
## 2755       $0    z_No z_F z_High School  Professional       32    Private
## 2756  $58,318    z_No z_F           PhD        Doctor       30    Private
## 2757       $0    z_No z_F  <High School    Home Maker       42    Private
## 2758 $211,621    z_No z_F z_High School z_Blue Collar        5 Commercial
## 2759             z_No z_F  <High School       Student       18 Commercial
## 2760 $409,592     Yes   M           PhD                     64 Commercial
## 2761 $271,024    z_No   M       Masters       Manager        6    Private
## 2762 $279,674    z_No   M       Masters        Lawyer       33    Private
## 2763 $233,074    z_No   M z_High School z_Blue Collar       51 Commercial
## 2764 $138,283    z_No   M     Bachelors      Clerical        5 Commercial
## 2765       $0    z_No z_F z_High School z_Blue Collar       39 Commercial
## 2766 $233,953     Yes z_F       Masters        Lawyer       18    Private
## 2767              Yes z_F     Bachelors  Professional       32    Private
## 2768 $313,615     Yes   M           PhD        Doctor       17    Private
## 2769       $0     Yes   M     Bachelors       Student       39 Commercial
## 2770 $159,866     Yes z_F  <High School z_Blue Collar       33    Private
## 2771 $137,836     Yes   M  <High School z_Blue Collar       48    Private
## 2772 $368,111     Yes   M       Masters                     39 Commercial
## 2773              Yes z_F z_High School      Clerical       48    Private
## 2774 $360,515     Yes z_F           PhD        Doctor       37    Private
## 2775       $0    z_No z_F z_High School      Clerical       57    Private
## 2776       $0    z_No z_F z_High School z_Blue Collar       47 Commercial
## 2777       $0    z_No z_F z_High School z_Blue Collar        8 Commercial
## 2778             z_No z_F       Masters        Lawyer       17    Private
## 2779 $300,480     Yes   M           PhD                     37 Commercial
## 2780 $453,142     Yes   M           PhD        Doctor       51    Private
## 2781  $70,259     Yes z_F  <High School       Student       31    Private
## 2782       $0    z_No z_F     Bachelors z_Blue Collar       20 Commercial
## 2783 $136,999     Yes z_F z_High School      Clerical       57    Private
## 2784 $305,905     Yes   M           PhD        Doctor       58    Private
## 2785       $0    z_No z_F  <High School       Student       29    Private
## 2786 $168,624    z_No   M  <High School      Clerical       40 Commercial
## 2787       $0     Yes z_F z_High School       Student       45    Private
## 2788 $311,476     Yes   M           PhD                     29 Commercial
## 2789  $76,767     Yes z_F     Bachelors    Home Maker       43    Private
## 2790       $0    z_No z_F z_High School    Home Maker       43    Private
## 2791       $0    z_No   M     Bachelors  Professional       17 Commercial
## 2792 $429,722     Yes z_F           PhD        Doctor       51    Private
## 2793 $187,881     Yes   M     Bachelors      Clerical       27 Commercial
## 2794       $0    z_No   M z_High School z_Blue Collar       39 Commercial
## 2795 $355,136     Yes   M       Masters        Lawyer       52    Private
## 2796 $458,030     Yes z_F           PhD        Doctor       45    Private
## 2797 $209,610     Yes   M     Bachelors  Professional       35    Private
## 2798 $322,161     Yes   M     Bachelors  Professional       38 Commercial
## 2799 $177,293     Yes   M       Masters  Professional       58    Private
## 2800 $295,143    z_No   M           PhD                      9 Commercial
## 2801 $159,858     Yes z_F z_High School z_Blue Collar       13    Private
## 2802 $416,019     Yes   M       Masters       Manager       26 Commercial
## 2803 $213,697    z_No   M z_High School z_Blue Collar       46 Commercial
## 2804             z_No   M  <High School      Clerical       50 Commercial
## 2805  $69,788     Yes z_F     Bachelors    Home Maker       21    Private
## 2806 $310,458     Yes   M       Masters        Lawyer       28    Private
## 2807       $0     Yes   M  <High School       Student       53    Private
## 2808 $130,436     Yes z_F  <High School z_Blue Collar       42    Private
## 2809 $216,808     Yes z_F z_High School z_Blue Collar       49    Private
## 2810 $217,348     Yes   M z_High School z_Blue Collar       51    Private
## 2811 $246,196     Yes   M     Bachelors       Manager       22 Commercial
## 2812 $257,641     Yes   M       Masters        Lawyer       29    Private
## 2813 $187,354     Yes z_F  <High School      Clerical       44    Private
## 2814       $0     Yes z_F  <High School       Student       25    Private
## 2815  $99,021     Yes z_F z_High School    Home Maker        9    Private
## 2816 $288,123    z_No   M     Bachelors       Manager       35    Private
## 2817 $251,642     Yes z_F     Bachelors       Manager       22    Private
## 2818 $117,269     Yes z_F z_High School      Clerical       28    Private
## 2819 $186,221    z_No z_F z_High School z_Blue Collar       37 Commercial
## 2820       $0    z_No   M z_High School      Clerical       47    Private
## 2821              Yes   M  <High School z_Blue Collar       72 Commercial
## 2822 $148,617     Yes z_F z_High School      Clerical       22    Private
## 2823 $222,551     Yes   M       Masters       Manager        5    Private
## 2824 $328,979     Yes z_F     Bachelors       Manager       28    Private
## 2825 $258,868     Yes   M           PhD        Doctor       34    Private
## 2826 $258,834     Yes z_F z_High School z_Blue Collar       25 Commercial
## 2827 $190,172     Yes   M z_High School      Clerical       42    Private
## 2828       $0    z_No   M     Bachelors       Student       23 Commercial
## 2829 $260,410     Yes   M z_High School z_Blue Collar       54 Commercial
## 2830 $205,802     Yes   M     Bachelors z_Blue Collar       34 Commercial
## 2831       $0    z_No z_F z_High School    Home Maker       27    Private
## 2832       $0    z_No   M     Bachelors       Student       15 Commercial
## 2833 $120,711     Yes   M z_High School       Student       20    Private
## 2834 $111,180     Yes z_F  <High School    Home Maker       44    Private
## 2835 $175,236     Yes   M z_High School z_Blue Collar       39 Commercial
## 2836 $148,568     Yes z_F z_High School      Clerical       32    Private
## 2837 $159,003     Yes z_F z_High School      Clerical       59    Private
## 2838 $141,019    z_No z_F       Masters       Manager       49    Private
## 2839 $244,977    z_No z_F       Masters       Manager       21    Private
## 2840       $0    z_No   M     Bachelors  Professional       28 Commercial
## 2841 $185,203     Yes z_F z_High School  Professional       31    Private
## 2842       $0    z_No   M           PhD        Doctor       55    Private
## 2843             z_No z_F     Bachelors z_Blue Collar       31 Commercial
## 2844 $251,790     Yes   M       Masters                     15 Commercial
## 2845 $241,472     Yes z_F       Masters        Lawyer       10    Private
## 2846 $388,141     Yes z_F           PhD       Manager       27    Private
## 2847 $183,800     Yes   M       Masters       Manager        5    Private
## 2848 $404,248     Yes   M       Masters       Manager       41 Commercial
## 2849       $0     Yes z_F z_High School    Home Maker       34    Private
## 2850 $185,654    z_No z_F     Bachelors       Manager       24    Private
## 2851 $152,293     Yes z_F  <High School z_Blue Collar       35    Private
## 2852 $277,050     Yes z_F     Bachelors  Professional       42    Private
## 2853       $0    z_No z_F z_High School    Home Maker       43    Private
## 2854       $0    z_No   M     Bachelors      Clerical       68    Private
## 2855 $227,405     Yes z_F       Masters    Home Maker       43    Private
## 2856 $122,245     Yes z_F z_High School z_Blue Collar       18 Commercial
## 2857              Yes   M           PhD                     12 Commercial
## 2858 $242,830     Yes z_F z_High School z_Blue Collar        9 Commercial
## 2859       $0    z_No z_F       Masters                     11    Private
## 2860 $167,334     Yes   M  <High School      Clerical       51 Commercial
## 2861 $186,149    z_No z_F     Bachelors  Professional       31    Private
## 2862             z_No z_F z_High School      Clerical        6    Private
## 2863       $0    z_No   M     Bachelors       Manager        8    Private
## 2864  $84,041     Yes z_F       Masters    Home Maker       30    Private
## 2865       $0    z_No   M z_High School       Student       19 Commercial
## 2866  $77,863     Yes z_F       Masters        Lawyer       61    Private
## 2867 $306,515     Yes   M           PhD        Lawyer       39    Private
## 2868 $169,453     Yes z_F     Bachelors  Professional       26    Private
## 2869       $0    z_No   M           PhD                     17 Commercial
## 2870 $657,804    z_No   M           PhD                      5 Commercial
## 2871              Yes   M       Masters        Lawyer       27    Private
## 2872 $186,797     Yes z_F z_High School z_Blue Collar        5 Commercial
## 2873 $226,408     Yes   M       Masters                     51 Commercial
## 2874  $97,939     Yes z_F z_High School    Home Maker       28    Private
## 2875 $229,815    z_No   M z_High School z_Blue Collar       57 Commercial
## 2876             z_No   M z_High School      Clerical       15 Commercial
## 2877 $208,574     Yes   M z_High School      Clerical       38 Commercial
## 2878 $214,528     Yes z_F     Bachelors       Manager       62    Private
## 2879       $0    z_No z_F z_High School      Clerical       41    Private
## 2880 $268,126     Yes   M z_High School z_Blue Collar       23 Commercial
## 2881       $0     Yes z_F     Bachelors       Student       25 Commercial
## 2882 $265,793    z_No z_F z_High School z_Blue Collar       31 Commercial
## 2883       $0    z_No   M z_High School z_Blue Collar       10 Commercial
## 2884       $0    z_No z_F  <High School z_Blue Collar       30    Private
## 2885              Yes z_F       Masters        Lawyer       31    Private
## 2886 $164,362    z_No z_F z_High School z_Blue Collar       26 Commercial
## 2887       $0     Yes z_F     Bachelors       Student       53    Private
## 2888 $275,175    z_No   M       Masters        Lawyer       17    Private
## 2889       $0    z_No z_F z_High School       Student       38 Commercial
## 2890       $0    z_No   M z_High School  Professional        6 Commercial
## 2891 $155,512     Yes   M     Bachelors       Manager       48    Private
## 2892 $462,430    z_No   M     Bachelors z_Blue Collar       45 Commercial
## 2893 $291,779    z_No   M           PhD                     14 Commercial
## 2894       $0    z_No   M z_High School z_Blue Collar       48 Commercial
## 2895       $0    z_No z_F           PhD    Home Maker        5    Private
## 2896       $0    z_No   M     Bachelors  Professional       38    Private
## 2897 $165,531     Yes   M       Masters        Lawyer       69    Private
## 2898 $223,120     Yes   M     Bachelors      Clerical       40 Commercial
## 2899       $0    z_No z_F       Masters        Lawyer       35    Private
## 2900 $131,445    z_No z_F  <High School z_Blue Collar        5    Private
## 2901 $398,731    z_No z_F           PhD        Doctor       36    Private
## 2902 $149,499     Yes z_F z_High School      Clerical       12 Commercial
## 2903 $158,926    z_No   M z_High School z_Blue Collar       41 Commercial
## 2904 $885,282     Yes   M           PhD        Doctor       29    Private
## 2905       $0    z_No   M     Bachelors  Professional       11 Commercial
## 2906 $108,868     Yes z_F  <High School      Clerical       23    Private
## 2907 $160,177    z_No z_F       Masters  Professional       21    Private
## 2908       $0    z_No   M z_High School      Clerical       25    Private
## 2909       $0     Yes z_F z_High School       Student       12    Private
## 2910 $120,019     Yes   M  <High School      Clerical       52 Commercial
## 2911       $0    z_No   M           PhD                     39 Commercial
## 2912 $160,830     Yes   M z_High School       Student       41    Private
## 2913 $124,207     Yes z_F  <High School z_Blue Collar       41    Private
## 2914 $163,682     Yes   M  <High School z_Blue Collar       42 Commercial
## 2915 $230,131    z_No z_F     Bachelors       Manager       12    Private
## 2916       $0    z_No   M       Masters       Manager       50 Commercial
## 2917 $139,781     Yes   M           PhD                     48 Commercial
## 2918 $324,725     Yes   M       Masters        Lawyer       28    Private
## 2919 $149,654     Yes z_F  <High School      Clerical       31    Private
## 2920 $410,049     Yes z_F       Masters  Professional       29    Private
## 2921 $220,790     Yes z_F     Bachelors      Clerical       19    Private
## 2922       $0    z_No   M  <High School z_Blue Collar       46    Private
## 2923       $0    z_No z_F     Bachelors       Student       38 Commercial
## 2924 $409,989     Yes   M     Bachelors       Manager       32 Commercial
## 2925       $0    z_No   M     Bachelors z_Blue Collar       52 Commercial
## 2926 $157,793     Yes z_F z_High School z_Blue Collar       58 Commercial
## 2927 $165,265     Yes   M z_High School  Professional       37 Commercial
## 2928 $139,551     Yes z_F z_High School z_Blue Collar       22 Commercial
## 2929       $0    z_No z_F z_High School    Home Maker       14    Private
## 2930 $381,407     Yes z_F       Masters                     35 Commercial
## 2931 $220,548     Yes   M     Bachelors  Professional       38 Commercial
## 2932       $0    z_No z_F           PhD        Doctor       33    Private
## 2933 $429,578     Yes   M           PhD       Manager       46 Commercial
## 2934       $0    z_No z_F           PhD        Lawyer       52    Private
## 2935 $262,869     Yes z_F z_High School z_Blue Collar       53 Commercial
## 2936 $579,056     Yes   M           PhD                     22 Commercial
## 2937 $279,303     Yes   M     Bachelors       Manager       46 Commercial
## 2938 $180,517     Yes z_F     Bachelors  Professional       21    Private
## 2939       $0    z_No z_F  <High School      Clerical       42    Private
## 2940 $205,108     Yes   M     Bachelors z_Blue Collar       25 Commercial
## 2941 $285,242     Yes z_F       Masters        Lawyer       53    Private
## 2942              Yes   M       Masters                     52 Commercial
## 2943       $0    z_No   M       Masters                     33    Private
## 2944 $144,562     Yes   M     Bachelors  Professional       45    Private
## 2945 $235,716    z_No z_F     Bachelors  Professional       37    Private
## 2946 $210,755     Yes z_F       Masters  Professional       31    Private
## 2947 $231,016     Yes z_F z_High School z_Blue Collar       37 Commercial
## 2948 $196,692     Yes   M  <High School      Clerical        7    Private
## 2949              Yes   M  <High School      Clerical       52 Commercial
## 2950 $317,637     Yes z_F       Masters        Lawyer       54    Private
## 2951 $380,430     Yes z_F       Masters        Lawyer       49    Private
## 2952 $158,705    z_No z_F     Bachelors    Home Maker       33    Private
## 2953              Yes   M     Bachelors       Manager       31 Commercial
## 2954 $127,970     Yes z_F  <High School z_Blue Collar       48    Private
## 2955 $101,007     Yes z_F  <High School       Student       36    Private
## 2956 $206,130     Yes   M     Bachelors  Professional       39    Private
## 2957 $279,277     Yes   M       Masters                     30 Commercial
## 2958 $247,728     Yes z_F     Bachelors  Professional       11    Private
## 2959       $0    z_No z_F       Masters        Lawyer        5    Private
## 2960       $0     Yes   M z_High School       Student       28 Commercial
## 2961       $0    z_No z_F z_High School z_Blue Collar       38 Commercial
## 2962 $292,145     Yes   M     Bachelors       Manager       15    Private
## 2963 $135,243     Yes z_F z_High School      Clerical       25    Private
## 2964             z_No z_F     Bachelors       Student       64 Commercial
## 2965              Yes z_F       Masters    Home Maker       66    Private
## 2966 $103,306     Yes z_F     Bachelors    Home Maker       25    Private
## 2967 $206,864     Yes   M z_High School z_Blue Collar       46 Commercial
## 2968       $0    z_No   M z_High School z_Blue Collar       52 Commercial
## 2969 $222,835     Yes z_F z_High School      Clerical       58    Private
## 2970 $123,721     Yes   M  <High School      Clerical       17    Private
## 2971       $0    z_No z_F     Bachelors    Home Maker       31    Private
## 2972 $182,057     Yes   M       Masters        Lawyer       41    Private
## 2973       $0    z_No z_F     Bachelors       Student       28 Commercial
## 2974              Yes z_F  <High School      Clerical       24    Private
## 2975 $333,093     Yes   M           PhD        Doctor       59    Private
## 2976 $182,220     Yes z_F  <High School      Clerical       17    Private
## 2977 $565,122    z_No z_F           PhD        Doctor       24    Private
## 2978 $119,691     Yes z_F  <High School      Clerical       19    Private
## 2979       $0     Yes z_F     Bachelors       Student       24    Private
## 2980             z_No z_F z_High School       Student       34    Private
## 2981 $247,876     Yes   M       Masters                     15 Commercial
## 2982 $151,929     Yes z_F  <High School z_Blue Collar       37    Private
## 2983 $302,726     Yes z_F       Masters        Lawyer       19    Private
## 2984       $0    z_No z_F       Masters  Professional       43    Private
## 2985 $285,331     Yes z_F     Bachelors  Professional       32    Private
## 2986 $232,693     Yes z_F z_High School z_Blue Collar       44 Commercial
## 2987 $135,907     Yes   M z_High School z_Blue Collar       35 Commercial
## 2988 $175,406     Yes z_F       Masters    Home Maker       17    Private
## 2989 $181,779     Yes   M z_High School      Clerical       40 Commercial
## 2990       $0     Yes   M     Bachelors       Student       18    Private
## 2991       $0    z_No   M       Masters        Lawyer       37    Private
## 2992 $210,809     Yes   M  <High School      Clerical       38 Commercial
## 2993 $237,130     Yes   M  <High School z_Blue Collar       63    Private
## 2994 $151,714     Yes   M  <High School z_Blue Collar       46    Private
## 2995 $198,141    z_No z_F z_High School      Clerical       40    Private
## 2996 $135,174     Yes   M z_High School      Clerical       44    Private
## 2997       $0    z_No z_F           PhD       Manager       19    Private
## 2998 $141,200     Yes z_F  <High School      Clerical       37    Private
## 2999 $228,046    z_No   M     Bachelors z_Blue Collar       50 Commercial
## 3000 $152,956     Yes z_F  <High School z_Blue Collar       20    Private
## 3001 $191,685    z_No z_F z_High School z_Blue Collar       19 Commercial
## 3002       $0    z_No z_F z_High School       Student       15 Commercial
## 3003  $78,995     Yes z_F  <High School      Clerical       46    Private
## 3004 $220,207    z_No   M       Masters       Manager       38    Private
## 3005       $0     Yes z_F z_High School       Student       16 Commercial
## 3006       $0    z_No   M  <High School      Clerical       48    Private
## 3007 $317,002     Yes z_F     Bachelors       Manager       40    Private
## 3008       $0    z_No z_F     Bachelors       Manager       34    Private
## 3009 $181,310     Yes   M     Bachelors z_Blue Collar       37 Commercial
## 3010       $0    z_No z_F z_High School      Clerical       41    Private
## 3011  $53,476     Yes z_F z_High School    Home Maker       87    Private
## 3012       $0     Yes z_F     Bachelors       Student       31    Private
## 3013 $100,880     Yes z_F       Masters    Home Maker       34    Private
## 3014       $0    z_No   M     Bachelors       Manager       25    Private
## 3015 $269,454    z_No z_F     Bachelors  Professional        5    Private
## 3016 $198,108     Yes z_F     Bachelors z_Blue Collar       17 Commercial
## 3017 $288,592     Yes   M       Masters        Lawyer        7    Private
## 3018 $123,071     Yes z_F  <High School      Clerical       58    Private
## 3019       $0    z_No z_F     Bachelors z_Blue Collar       22 Commercial
## 3020 $209,570     Yes z_F z_High School z_Blue Collar       32 Commercial
## 3021 $211,063     Yes   M     Bachelors z_Blue Collar       35 Commercial
## 3022       $0    z_No   M       Masters                     29 Commercial
## 3023 $184,059     Yes z_F  <High School z_Blue Collar       44    Private
## 3024       $0    z_No z_F     Bachelors  Professional       54    Private
## 3025              Yes   M  <High School      Clerical       45    Private
## 3026 $254,068     Yes z_F     Bachelors  Professional       33    Private
## 3027 $158,830    z_No   M  <High School      Clerical       22    Private
## 3028       $0     Yes z_F z_High School    Home Maker       28    Private
## 3029       $0    z_No   M z_High School      Clerical        5 Commercial
## 3030 $280,336     Yes z_F z_High School z_Blue Collar       35 Commercial
## 3031       $0    z_No z_F     Bachelors       Student       31 Commercial
## 3032 $151,370     Yes z_F z_High School       Student       33    Private
## 3033             z_No   M       Masters                     39 Commercial
## 3034 $279,728    z_No z_F       Masters        Lawyer       26    Private
## 3035       $0    z_No z_F z_High School z_Blue Collar       37 Commercial
## 3036 $253,026     Yes   M     Bachelors  Professional       12    Private
## 3037 $115,964    z_No   M  <High School      Clerical       57 Commercial
## 3038       $0     Yes   M z_High School       Student       47    Private
## 3039 $462,793     Yes z_F           PhD        Doctor        5    Private
## 3040 $222,674     Yes z_F z_High School z_Blue Collar       42    Private
## 3041 $175,125     Yes   M z_High School  Professional       52    Private
## 3042 $303,728     Yes z_F       Masters       Manager       31    Private
## 3043 $168,229     Yes   M z_High School      Clerical       42    Private
## 3044 $205,669     Yes z_F z_High School       Student       37    Private
## 3045             z_No   M       Masters       Manager       28 Commercial
## 3046       $0     Yes z_F  <High School       Student       29    Private
## 3047 $312,217    z_No   M       Masters        Lawyer       44    Private
## 3048       $0    z_No   M           PhD                      9 Commercial
## 3049 $256,374     Yes z_F     Bachelors  Professional       44    Private
## 3050       $0    z_No z_F z_High School      Clerical       33    Private
## 3051 $559,258    z_No z_F           PhD                     41 Commercial
## 3052 $264,753     Yes z_F           PhD                     13 Commercial
## 3053 $140,978    z_No z_F  <High School z_Blue Collar       50    Private
## 3054 $240,241     Yes   M       Masters  Professional       20    Private
## 3055       $0    z_No   M           PhD                     40 Commercial
## 3056       $0    z_No z_F z_High School  Professional       30    Private
## 3057 $136,701     Yes   M  <High School      Clerical       32    Private
## 3058 $180,762     Yes   M     Bachelors      Clerical       39 Commercial
## 3059       $0    z_No z_F z_High School  Professional       35    Private
## 3060 $148,097     Yes z_F  <High School    Home Maker       26    Private
## 3061 $508,282     Yes z_F           PhD        Doctor       39    Private
## 3062       $0    z_No z_F z_High School      Clerical       54 Commercial
## 3063 $287,747     Yes z_F z_High School z_Blue Collar       28 Commercial
## 3064       $0    z_No z_F     Bachelors  Professional       14    Private
## 3065 $550,607     Yes   M           PhD       Manager       52 Commercial
## 3066 $196,346     Yes z_F z_High School z_Blue Collar       47    Private
## 3067 $197,090     Yes z_F z_High School z_Blue Collar       37 Commercial
## 3068 $274,423     Yes z_F     Bachelors  Professional       52 Commercial
## 3069       $0    z_No   M     Bachelors z_Blue Collar       20 Commercial
## 3070 $197,809     Yes z_F     Bachelors  Professional       42 Commercial
## 3071       $0    z_No z_F     Bachelors  Professional        5    Private
## 3072  $66,506    z_No z_F  <High School    Home Maker       38    Private
## 3073 $233,352     Yes   M     Bachelors  Professional       18    Private
## 3074 $246,870    z_No   M     Bachelors       Manager       38 Commercial
## 3075 $152,144    z_No z_F z_High School    Home Maker       40    Private
## 3076       $0    z_No z_F z_High School  Professional        5    Private
## 3077       $0    z_No z_F z_High School z_Blue Collar       11 Commercial
## 3078       $0    z_No   M     Bachelors z_Blue Collar       11 Commercial
## 3079 $268,617     Yes   M           PhD       Manager       35 Commercial
## 3080       $0     Yes   M z_High School       Student       27    Private
## 3081       $0    z_No z_F  <High School      Clerical       41    Private
## 3082  $66,839     Yes z_F z_High School    Home Maker        6    Private
## 3083 $129,042    z_No z_F z_High School      Clerical       48    Private
## 3084 $304,438    z_No z_F     Bachelors z_Blue Collar       28 Commercial
## 3085 $174,483     Yes z_F z_High School z_Blue Collar       31 Commercial
## 3086 $184,673    z_No z_F       Masters        Lawyer       16    Private
## 3087       $0    z_No   M z_High School z_Blue Collar       19 Commercial
## 3088 $183,641     Yes z_F       Masters        Lawyer       27    Private
## 3089 $225,537     Yes z_F           PhD    Home Maker       43 Commercial
## 3090 $290,830    z_No z_F     Bachelors       Manager       27    Private
## 3091 $129,084    z_No z_F z_High School    Home Maker       22    Private
## 3092 $325,479     Yes z_F       Masters        Lawyer       38    Private
## 3093 $167,608     Yes   M     Bachelors       Manager       23    Private
## 3094  $98,325     Yes z_F  <High School    Home Maker       69    Private
## 3095 $130,121     Yes z_F z_High School      Clerical       32    Private
## 3096 $199,571     Yes z_F       Masters       Manager       22    Private
## 3097 $146,670    z_No z_F z_High School    Home Maker       21    Private
## 3098       $0    z_No z_F       Masters       Manager       39 Commercial
## 3099              Yes z_F z_High School       Student       36 Commercial
## 3100 $268,445     Yes   M     Bachelors z_Blue Collar       34 Commercial
## 3101 $163,884     Yes   M       Masters                     36 Commercial
## 3102 $294,883     Yes   M           PhD       Manager        9 Commercial
## 3103 $233,181     Yes z_F           PhD       Manager        6    Private
## 3104 $144,375     Yes   M       Masters        Lawyer       22    Private
## 3105       $0    z_No z_F z_High School      Clerical       43    Private
## 3106 $177,812     Yes z_F     Bachelors  Professional       52    Private
## 3107 $121,206    z_No z_F  <High School    Home Maker       45    Private
## 3108       $0     Yes z_F  <High School       Student       34    Private
## 3109 $160,049     Yes   M     Bachelors  Professional       41    Private
## 3110       $0    z_No z_F       Masters        Lawyer       28    Private
## 3111       $0    z_No   M       Masters        Lawyer       31    Private
## 3112       $0    z_No z_F     Bachelors       Student       13    Private
## 3113 $217,701     Yes z_F z_High School z_Blue Collar       44 Commercial
## 3114       $0    z_No   M  <High School z_Blue Collar       38 Commercial
## 3115       $0    z_No z_F     Bachelors  Professional       30    Private
## 3116 $328,267     Yes   M           PhD        Lawyer       40    Private
## 3117       $0    z_No   M  <High School      Clerical       30 Commercial
## 3118       $0    z_No   M       Masters  Professional       58 Commercial
## 3119       $0     Yes   M z_High School       Student       23 Commercial
## 3120 $122,066     Yes   M     Bachelors      Clerical       20    Private
## 3121 $409,512    z_No z_F           PhD        Doctor       25    Private
## 3122  $95,898     Yes   M  <High School       Student       53 Commercial
## 3123 $289,088     Yes   M       Masters  Professional       37 Commercial
## 3124 $111,129     Yes z_F           PhD    Home Maker       33    Private
## 3125 $153,954     Yes   M z_High School    Home Maker       33 Commercial
## 3126       $0    z_No   M       Masters        Lawyer       56    Private
## 3127 $117,538     Yes z_F z_High School    Home Maker       75    Private
## 3128       $0    z_No z_F z_High School       Student       13 Commercial
## 3129 $178,836    z_No z_F       Masters        Lawyer       19    Private
## 3130       $0    z_No   M     Bachelors       Manager       20    Private
## 3131       $0    z_No z_F  <High School      Clerical       56    Private
## 3132 $217,993     Yes   M     Bachelors       Manager       36 Commercial
## 3133 $103,278     Yes z_F  <High School      Clerical       58    Private
## 3134              Yes   M     Bachelors z_Blue Collar       44 Commercial
## 3135             z_No z_F z_High School  Professional       30    Private
## 3136 $286,643     Yes z_F     Bachelors       Manager       28    Private
## 3137       $0    z_No   M     Bachelors  Professional       16 Commercial
## 3138       $0    z_No z_F       Masters        Lawyer       32    Private
## 3139 $108,137     Yes z_F z_High School    Home Maker       50    Private
## 3140       $0    z_No   M     Bachelors  Professional       50    Private
## 3141       $0    z_No   M     Bachelors       Manager       38    Private
## 3142 $106,253     Yes   M     Bachelors  Professional       36 Commercial
## 3143 $180,231    z_No z_F       Masters        Lawyer       27    Private
## 3144 $449,065     Yes   M           PhD                     27 Commercial
## 3145 $255,423    z_No z_F     Bachelors z_Blue Collar       23 Commercial
## 3146  $76,613    z_No z_F  <High School    Home Maker       45    Private
## 3147       $0    z_No z_F  <High School      Clerical       22    Private
## 3148 $247,751     Yes   M     Bachelors  Professional       29    Private
## 3149       $0    z_No   M           PhD                     23 Commercial
## 3150 $189,029     Yes   M z_High School z_Blue Collar       16 Commercial
## 3151 $342,194     Yes   M           PhD                     30 Commercial
## 3152       $0     Yes z_F z_High School       Student       29    Private
## 3153  $51,796    z_No z_F  <High School    Home Maker       22    Private
## 3154 $192,238     Yes   M       Masters        Lawyer       14    Private
## 3155 $172,361     Yes   M z_High School      Clerical       51    Private
## 3156       $0    z_No z_F     Bachelors  Professional       61    Private
## 3157       $0    z_No   M     Bachelors    Home Maker       75 Commercial
## 3158       $0    z_No   M z_High School      Clerical       43 Commercial
## 3159       $0    z_No z_F     Bachelors z_Blue Collar       57 Commercial
## 3160 $194,294    z_No   M       Masters        Lawyer       60    Private
## 3161 $354,191    z_No z_F     Bachelors z_Blue Collar       33 Commercial
## 3162       $0     Yes   M z_High School       Student       26 Commercial
## 3163 $185,320     Yes   M z_High School  Professional       16    Private
## 3164 $401,307     Yes z_F           PhD  Professional       32    Private
## 3165 $244,016     Yes z_F     Bachelors      Clerical       31    Private
## 3166 $117,420     Yes z_F  <High School    Home Maker       35    Private
## 3167 $432,118     Yes z_F           PhD       Manager       41    Private
## 3168       $0    z_No   M  <High School z_Blue Collar        5 Commercial
## 3169              Yes z_F z_High School    Home Maker       32    Private
## 3170       $0    z_No z_F       Masters    Home Maker       49    Private
## 3171              Yes   M z_High School z_Blue Collar       37 Commercial
## 3172             z_No   M z_High School      Clerical       37    Private
## 3173 $137,180    z_No   M  <High School z_Blue Collar       10    Private
## 3174 $248,132    z_No   M     Bachelors z_Blue Collar       32 Commercial
## 3175 $313,017     Yes z_F       Masters       Manager       36    Private
## 3176 $135,296    z_No z_F z_High School    Home Maker       48    Private
## 3177       $0    z_No z_F     Bachelors       Manager       21    Private
## 3178 $230,332     Yes   M       Masters                     32 Commercial
## 3179 $120,939     Yes z_F z_High School z_Blue Collar       27 Commercial
## 3180 $143,407     Yes   M       Masters       Manager       19    Private
## 3181       $0    z_No   M     Bachelors  Professional       43    Private
## 3182 $155,493     Yes   M     Bachelors  Professional       30 Commercial
## 3183 $204,018     Yes z_F     Bachelors      Clerical       47    Private
## 3184             z_No   M  <High School z_Blue Collar       44    Private
## 3185 $218,824    z_No z_F z_High School       Manager       29    Private
## 3186 $281,688     Yes   M       Masters                     15 Commercial
## 3187       $0     Yes   M     Bachelors       Student       28 Commercial
## 3188       $0    z_No   M  <High School       Student       49    Private
## 3189 $149,919    z_No z_F z_High School      Clerical       46    Private
## 3190       $0     Yes z_F z_High School       Student       24 Commercial
## 3191 $154,033     Yes z_F     Bachelors      Clerical       29    Private
## 3192 $137,071     Yes z_F z_High School z_Blue Collar       47 Commercial
## 3193 $182,449     Yes   M     Bachelors  Professional       39 Commercial
## 3194       $0    z_No   M z_High School z_Blue Collar        5 Commercial
## 3195 $268,669     Yes   M           PhD        Doctor       53    Private
## 3196 $437,230     Yes   M       Masters                     19 Commercial
## 3197       $0    z_No   M z_High School       Student       47 Commercial
## 3198 $224,429    z_No z_F     Bachelors z_Blue Collar       41 Commercial
## 3199 $205,595     Yes   M     Bachelors  Professional       39 Commercial
## 3200 $232,014     Yes z_F     Bachelors  Professional       71    Private
## 3201 $166,754     Yes   M     Bachelors       Manager       36 Commercial
## 3202 $110,051     Yes z_F       Masters    Home Maker       55    Private
## 3203 $362,060     Yes   M           PhD        Doctor        5    Private
## 3204       $0    z_No   M z_High School      Clerical       44    Private
## 3205       $0    z_No z_F z_High School      Clerical       10    Private
## 3206 $116,150     Yes z_F z_High School  Professional       60    Private
## 3207 $182,321     Yes   M z_High School      Clerical       28    Private
## 3208 $118,758     Yes   M z_High School z_Blue Collar       67 Commercial
## 3209 $207,509     Yes z_F z_High School z_Blue Collar       49 Commercial
## 3210 $191,881    z_No   M z_High School z_Blue Collar       26 Commercial
## 3211 $199,438     Yes z_F z_High School      Clerical       17 Commercial
## 3212       $0     Yes   M z_High School       Student       33 Commercial
## 3213 $117,343     Yes   M z_High School z_Blue Collar       41 Commercial
## 3214       $0    z_No   M z_High School       Student       14 Commercial
## 3215 $414,734     Yes   M       Masters       Manager       29    Private
## 3216       $0    z_No z_F     Bachelors z_Blue Collar       39 Commercial
## 3217       $0    z_No   M  <High School z_Blue Collar       40    Private
## 3218 $301,461     Yes   M       Masters                     55 Commercial
## 3219       $0     Yes z_F z_High School       Student       46    Private
## 3220 $159,854     Yes   M z_High School z_Blue Collar       35 Commercial
## 3221 $334,528     Yes z_F       Masters        Lawyer       31    Private
## 3222 $305,037    z_No   M       Masters                     47 Commercial
## 3223 $252,119     Yes   M z_High School z_Blue Collar       45 Commercial
## 3224 $289,626     Yes   M           PhD       Manager       25    Private
## 3225              Yes z_F       Masters       Manager       28    Private
## 3226 $163,729     Yes z_F z_High School      Clerical       47    Private
## 3227 $241,259     Yes   M z_High School      Clerical       34    Private
## 3228 $164,521     Yes   M z_High School      Clerical       81 Commercial
## 3229              Yes z_F z_High School       Student       36 Commercial
## 3230 $122,908     Yes z_F z_High School z_Blue Collar       29 Commercial
## 3231 $166,402     Yes   M z_High School z_Blue Collar       42 Commercial
## 3232 $252,457     Yes   M     Bachelors  Professional       11    Private
## 3233       $0    z_No   M  <High School      Clerical       42    Private
## 3234 $192,061     Yes   M       Masters        Lawyer       58    Private
## 3235 $159,912    z_No z_F  <High School      Clerical       21    Private
## 3236       $0    z_No   M z_High School  Professional       68 Commercial
## 3237       $0    z_No   M       Masters        Lawyer       36    Private
## 3238 $484,353    z_No   M       Masters  Professional       42 Commercial
## 3239 $214,655     Yes   M       Masters        Lawyer       25    Private
## 3240 $553,501     Yes z_F           PhD        Lawyer       54    Private
## 3241 $231,094     Yes z_F       Masters        Lawyer       29    Private
## 3242  $94,969     Yes z_F     Bachelors    Home Maker       25    Private
## 3243              Yes z_F z_High School  Professional       35    Private
## 3244 $363,845     Yes   M     Bachelors z_Blue Collar       30 Commercial
## 3245 $207,191    z_No   M     Bachelors z_Blue Collar       21 Commercial
## 3246 $140,957     Yes   M  <High School      Clerical       26 Commercial
## 3247 $203,314    z_No   M z_High School z_Blue Collar       12 Commercial
## 3248       $0    z_No z_F  <High School    Home Maker       50    Private
## 3249 $335,460     Yes z_F           PhD  Professional       12 Commercial
## 3250       $0    z_No   M z_High School       Student       43 Commercial
## 3251 $328,587     Yes z_F           PhD        Doctor       37    Private
## 3252       $0    z_No   M       Masters z_Blue Collar       62 Commercial
## 3253       $0    z_No   M z_High School z_Blue Collar       33 Commercial
## 3254 $203,583     Yes   M     Bachelors  Professional       32    Private
## 3255 $223,080     Yes   M       Masters        Lawyer       53    Private
## 3256 $261,848     Yes z_F       Masters  Professional       41    Private
## 3257 $214,996    z_No z_F     Bachelors z_Blue Collar       53 Commercial
## 3258       $0    z_No z_F z_High School      Clerical       48    Private
## 3259 $102,059    z_No z_F  <High School      Clerical       50    Private
## 3260       $0    z_No   M  <High School z_Blue Collar       30    Private
## 3261             z_No z_F z_High School    Home Maker       19    Private
## 3262             z_No z_F z_High School z_Blue Collar       52 Commercial
## 3263       $0    z_No   M       Masters        Lawyer       25    Private
## 3264       $0    z_No   M     Bachelors  Professional       17    Private
## 3265 $182,910     Yes   M       Masters                     63 Commercial
## 3266  $97,885    z_No z_F z_High School    Home Maker       45    Private
## 3267 $308,350     Yes z_F z_High School z_Blue Collar       30 Commercial
## 3268  $88,189     Yes z_F     Bachelors    Home Maker       44    Private
## 3269 $202,437     Yes   M     Bachelors  Professional       19 Commercial
## 3270 $271,639     Yes z_F       Masters                     19 Commercial
## 3271              Yes z_F       Masters        Lawyer       11    Private
## 3272 $123,260     Yes   M       Masters                     53 Commercial
## 3273 $170,646     Yes z_F     Bachelors z_Blue Collar       20 Commercial
## 3274 $126,015     Yes z_F           PhD        Doctor       20    Private
## 3275 $161,744     Yes z_F       Masters    Home Maker       49    Private
## 3276  $60,733     Yes z_F  <High School      Clerical       27    Private
## 3277       $0    z_No z_F z_High School z_Blue Collar       50 Commercial
## 3278 $224,877    z_No z_F z_High School      Clerical       14    Private
## 3279 $153,711     Yes   M       Masters                     28 Commercial
## 3280 $297,694     Yes z_F     Bachelors z_Blue Collar       20 Commercial
## 3281 $272,665     Yes z_F     Bachelors  Professional       33    Private
## 3282 $181,408     Yes   M     Bachelors  Professional        8    Private
## 3283 $258,898     Yes z_F       Masters                     32    Private
## 3284 $335,380     Yes z_F       Masters       Manager       13    Private
## 3285       $0    z_No z_F z_High School z_Blue Collar       36 Commercial
## 3286       $0    z_No z_F     Bachelors  Professional       36 Commercial
## 3287       $0    z_No z_F z_High School z_Blue Collar       66 Commercial
## 3288 $242,566    z_No z_F     Bachelors  Professional       43    Private
## 3289 $126,082     Yes z_F  <High School      Clerical       18    Private
## 3290 $244,089     Yes   M     Bachelors z_Blue Collar       55 Commercial
## 3291 $139,340     Yes z_F z_High School z_Blue Collar       51 Commercial
## 3292 $175,392     Yes   M  <High School      Clerical       64 Commercial
## 3293       $0    z_No z_F z_High School       Student       64 Commercial
## 3294 $403,628     Yes   M     Bachelors       Manager       32    Private
## 3295 $159,199     Yes z_F  <High School      Clerical       12    Private
## 3296 $169,838     Yes   M     Bachelors       Manager       36 Commercial
## 3297 $215,950     Yes   M  <High School z_Blue Collar       48    Private
## 3298 $256,305     Yes z_F z_High School z_Blue Collar       28 Commercial
## 3299  $95,757     Yes z_F       Masters        Lawyer       33    Private
## 3300 $231,934     Yes   M     Bachelors z_Blue Collar       30 Commercial
## 3301 $249,371     Yes z_F     Bachelors z_Blue Collar       51 Commercial
## 3302 $145,824     Yes z_F  <High School      Clerical       42    Private
## 3303       $0     Yes   M  <High School       Student       11    Private
## 3304 $375,497     Yes   M       Masters        Lawyer       22    Private
## 3305 $111,509     Yes z_F       Masters        Lawyer       32    Private
## 3306       $0    z_No   M     Bachelors z_Blue Collar       22 Commercial
## 3307 $201,302     Yes   M z_High School z_Blue Collar       37 Commercial
## 3308 $341,067     Yes z_F       Masters        Lawyer       18    Private
## 3309 $122,062     Yes z_F  <High School z_Blue Collar       30 Commercial
## 3310       $0     Yes z_F  <High School    Home Maker       36    Private
## 3311 $122,908     Yes z_F z_High School z_Blue Collar       29 Commercial
## 3312 $127,110    z_No   M z_High School    Home Maker       35    Private
## 3313 $150,064    z_No   M  <High School z_Blue Collar       19    Private
## 3314 $206,422     Yes   M z_High School z_Blue Collar       85 Commercial
## 3315 $184,666     Yes   M       Masters        Lawyer       54    Private
## 3316 $209,735     Yes   M     Bachelors  Professional       16 Commercial
## 3317 $175,517    z_No z_F  <High School      Clerical       40    Private
## 3318 $201,483     Yes   M  <High School z_Blue Collar       36 Commercial
## 3319  $92,520     Yes z_F z_High School    Home Maker       66    Private
## 3320 $239,920    z_No z_F       Masters        Lawyer       45    Private
## 3321       $0    z_No   M     Bachelors  Professional       57 Commercial
## 3322 $288,123    z_No   M     Bachelors       Manager       35    Private
## 3323 $269,268     Yes   M       Masters        Lawyer       51    Private
## 3324       $0    z_No   M       Masters        Lawyer        8    Private
## 3325 $239,561     Yes   M       Masters       Manager       37 Commercial
## 3326 $142,306     Yes   M z_High School      Clerical       19 Commercial
## 3327 $149,103    z_No   M z_High School z_Blue Collar       20 Commercial
## 3328 $270,894     Yes   M       Masters        Lawyer       38    Private
## 3329 $393,765     Yes   M       Masters                     38 Commercial
## 3330 $269,584     Yes z_F           PhD                     40 Commercial
## 3331 $184,640     Yes z_F  <High School z_Blue Collar       20    Private
## 3332       $0    z_No z_F           PhD       Manager       34    Private
## 3333 $259,666     Yes z_F       Masters        Lawyer        5    Private
## 3334  $81,701     Yes   M     Bachelors       Student       56 Commercial
## 3335              Yes z_F  <High School      Clerical       65    Private
## 3336       $0    z_No z_F           PhD       Manager       29    Private
## 3337 $358,643     Yes   M       Masters  Professional       60    Private
## 3338 $202,366     Yes   M     Bachelors z_Blue Collar       31 Commercial
## 3339 $213,661    z_No   M z_High School z_Blue Collar       11 Commercial
## 3340 $143,227     Yes   M z_High School      Clerical       35    Private
## 3341  $86,502     Yes z_F  <High School    Home Maker       39    Private
## 3342             z_No   M       Masters                     46 Commercial
## 3343       $0    z_No   M z_High School      Clerical       38    Private
## 3344       $0    z_No   M           PhD        Lawyer       32    Private
## 3345             z_No z_F  <High School z_Blue Collar       37 Commercial
## 3346 $112,808     Yes z_F  <High School       Student        5    Private
## 3347 $384,884     Yes z_F     Bachelors z_Blue Collar       29 Commercial
## 3348  $91,409    z_No z_F z_High School       Student       37    Private
## 3349 $339,360     Yes z_F     Bachelors z_Blue Collar       15 Commercial
## 3350 $223,678     Yes   M       Masters                     31 Commercial
## 3351 $353,724     Yes z_F     Bachelors       Manager       35    Private
## 3352              Yes   M     Bachelors      Clerical       25    Private
## 3353 $132,240     Yes z_F  <High School    Home Maker       22    Private
## 3354 $224,500     Yes z_F z_High School z_Blue Collar       37 Commercial
## 3355       $0    z_No z_F     Bachelors  Professional       46 Commercial
## 3356 $376,662     Yes   M       Masters                     23 Commercial
## 3357 $323,693    z_No z_F           PhD        Doctor       41    Private
## 3358 $188,061     Yes   M z_High School z_Blue Collar       19 Commercial
## 3359 $204,376     Yes   M     Bachelors z_Blue Collar       47 Commercial
## 3360              Yes z_F  <High School z_Blue Collar       23 Commercial
## 3361 $302,971     Yes z_F     Bachelors  Professional       53    Private
## 3362 $186,066     Yes   M     Bachelors z_Blue Collar       28 Commercial
## 3363 $274,362     Yes   M     Bachelors z_Blue Collar       48 Commercial
## 3364 $232,438     Yes z_F       Masters       Manager       29    Private
## 3365 $134,578     Yes z_F     Bachelors      Clerical       44    Private
## 3366 $147,099    z_No z_F     Bachelors    Home Maker       25    Private
## 3367       $0    z_No z_F       Masters        Lawyer       41    Private
## 3368       $0    z_No   M       Masters        Lawyer       40    Private
## 3369 $238,054     Yes z_F     Bachelors z_Blue Collar       21 Commercial
## 3370 $224,864    z_No z_F     Bachelors  Professional       20    Private
## 3371 $242,287     Yes   M     Bachelors       Manager       61    Private
## 3372 $241,047    z_No   M     Bachelors z_Blue Collar       58 Commercial
## 3373 $489,403     Yes   M           PhD                     35 Commercial
## 3374 $522,898     Yes z_F           PhD       Manager       23    Private
## 3375       $0    z_No   M           PhD        Doctor       61    Private
## 3376       $0    z_No z_F     Bachelors       Manager       29    Private
## 3377 $284,104     Yes z_F     Bachelors z_Blue Collar       73 Commercial
## 3378       $0    z_No z_F       Masters        Lawyer       40    Private
## 3379       $0    z_No   M z_High School      Clerical       25    Private
## 3380 $166,941    z_No   M     Bachelors  Professional       26    Private
## 3381 $264,516     Yes z_F z_High School z_Blue Collar       59 Commercial
## 3382 $316,291     Yes z_F           PhD        Doctor       47    Private
## 3383 $237,329     Yes z_F z_High School z_Blue Collar       46 Commercial
## 3384       $0    z_No z_F       Masters        Lawyer        9    Private
## 3385       $0    z_No z_F     Bachelors z_Blue Collar       40 Commercial
## 3386 $161,160     Yes z_F     Bachelors z_Blue Collar       30 Commercial
## 3387       $0    z_No   M       Masters                     32 Commercial
## 3388  $66,346     Yes z_F  <High School    Home Maker       34    Private
## 3389       $0    z_No   M           PhD                     31 Commercial
## 3390       $0    z_No   M       Masters                     44 Commercial
## 3391 $127,798    z_No z_F  <High School      Clerical       12    Private
## 3392  $98,396     Yes z_F z_High School    Home Maker       22    Private
## 3393 $128,048     Yes z_F z_High School      Clerical       26    Private
## 3394 $172,432    z_No   M z_High School z_Blue Collar       43 Commercial
## 3395 $112,001     Yes z_F  <High School z_Blue Collar       30 Commercial
## 3396 $141,117     Yes z_F  <High School    Home Maker       43    Private
## 3397       $0     Yes z_F z_High School       Student        5    Private
## 3398 $294,905     Yes   M       Masters        Lawyer       34    Private
## 3399       $0    z_No   M  <High School z_Blue Collar       14    Private
## 3400 $201,937     Yes   M       Masters        Lawyer       20    Private
## 3401       $0    z_No   M  <High School z_Blue Collar       23    Private
## 3402 $168,058     Yes z_F z_High School z_Blue Collar       59    Private
## 3403 $180,150     Yes   M     Bachelors       Manager       40    Private
## 3404 $270,015    z_No   M z_High School z_Blue Collar       39    Private
## 3405 $164,710     Yes   M     Bachelors       Manager       46 Commercial
## 3406 $386,522    z_No z_F           PhD        Doctor       25    Private
## 3407 $204,432     Yes   M     Bachelors       Manager       35 Commercial
## 3408       $0    z_No z_F z_High School z_Blue Collar       55 Commercial
## 3409  $98,561     Yes z_F     Bachelors    Home Maker       29    Private
## 3410       $0    z_No   M z_High School       Student       53 Commercial
## 3411 $333,140    z_No   M       Masters                     16 Commercial
## 3412       $0    z_No   M     Bachelors  Professional       44    Private
## 3413 $174,541    z_No z_F     Bachelors       Manager       24    Private
## 3414       $0    z_No z_F z_High School z_Blue Collar       25 Commercial
## 3415 $342,009     Yes   M       Masters       Manager       13 Commercial
## 3416 $137,023     Yes z_F     Bachelors    Home Maker       54    Private
## 3417 $545,492     Yes z_F       Masters       Manager       27    Private
## 3418       $0    z_No z_F  <High School z_Blue Collar       24    Private
## 3419 $116,332     Yes z_F z_High School    Home Maker       37    Private
## 3420 $256,898    z_No   M z_High School z_Blue Collar       41 Commercial
## 3421       $0    z_No   M z_High School z_Blue Collar       33 Commercial
## 3422 $311,732     Yes z_F       Masters        Lawyer       15    Private
## 3423  $76,582     Yes z_F     Bachelors    Home Maker       70    Private
## 3424 $149,528     Yes z_F  <High School      Clerical       44    Private
## 3425 $291,426     Yes   M       Masters       Manager        7    Private
## 3426 $133,408     Yes z_F z_High School    Home Maker      142 Commercial
## 3427 $103,267    z_No   M  <High School      Clerical       31    Private
## 3428 $223,217    z_No z_F z_High School z_Blue Collar       13 Commercial
## 3429       $0    z_No z_F  <High School       Student       23    Private
## 3430       $0    z_No   M       Masters       Manager       32 Commercial
## 3431       $0     Yes z_F     Bachelors       Student       58 Commercial
## 3432 $114,482     Yes z_F  <High School      Clerical       26    Private
## 3433 $452,019     Yes z_F           PhD        Doctor       35    Private
## 3434       $0     Yes z_F  <High School       Student       55    Private
## 3435              Yes z_F       Masters  Professional       36    Private
## 3436  $70,103     Yes z_F  <High School    Home Maker       16    Private
## 3437       $0    z_No z_F  <High School      Clerical       16    Private
## 3438 $278,934    z_No   M       Masters                     21 Commercial
## 3439 $386,522    z_No z_F           PhD        Doctor        9    Private
## 3440 $389,058     Yes z_F       Masters       Manager       34 Commercial
## 3441 $211,508    z_No   M     Bachelors       Manager       15 Commercial
## 3442 $195,859     Yes   M z_High School z_Blue Collar       55 Commercial
## 3443       $0    z_No z_F       Masters        Lawyer       12    Private
## 3444 $111,129     Yes z_F           PhD    Home Maker       33    Private
## 3445       $0    z_No z_F     Bachelors  Professional       25    Private
## 3446       $0    z_No   M     Bachelors      Clerical       53    Private
## 3447             z_No z_F z_High School       Student       28 Commercial
## 3448 $145,720     Yes z_F z_High School      Clerical       24    Private
## 3449 $481,769     Yes   M           PhD        Doctor       31    Private
## 3450 $224,691    z_No z_F       Masters        Lawyer       41    Private
## 3451  $98,716     Yes z_F z_High School       Student       34    Private
## 3452 $554,267     Yes z_F           PhD        Doctor       44    Private
## 3453       $0    z_No   M  <High School z_Blue Collar       42    Private
## 3454       $0    z_No z_F z_High School z_Blue Collar       28    Private
## 3455       $0    z_No z_F z_High School z_Blue Collar       37 Commercial
## 3456       $0    z_No   M     Bachelors  Professional       22 Commercial
## 3457 $186,626     Yes   M z_High School z_Blue Collar       41 Commercial
## 3458       $0    z_No z_F       Masters        Lawyer       32    Private
## 3459       $0    z_No   M z_High School z_Blue Collar       31 Commercial
## 3460              Yes   M z_High School       Student       39    Private
## 3461 $182,739     Yes z_F z_High School z_Blue Collar       16 Commercial
## 3462              Yes   M z_High School z_Blue Collar       73 Commercial
## 3463 $286,788     Yes   M     Bachelors z_Blue Collar       30    Private
## 3464       $0    z_No z_F     Bachelors       Manager       12    Private
## 3465             z_No z_F     Bachelors    Home Maker       16    Private
## 3466       $0     Yes z_F  <High School       Student       27    Private
## 3467       $0    z_No z_F z_High School    Home Maker       49    Private
## 3468 $209,019     Yes   M       Masters                     47    Private
## 3469 $325,193     Yes z_F       Masters        Lawyer       26    Private
## 3470       $0    z_No   M  <High School      Clerical       14    Private
## 3471 $437,750    z_No   M           PhD        Doctor       33    Private
## 3472 $266,128     Yes z_F     Bachelors    Home Maker        5    Private
## 3473 $118,739     Yes   M  <High School      Clerical       51    Private
## 3474 $163,622     Yes z_F     Bachelors  Professional       16    Private
## 3475 $235,822     Yes z_F     Bachelors z_Blue Collar        5 Commercial
## 3476 $165,172     Yes   M  <High School z_Blue Collar       32    Private
## 3477       $0     Yes z_F z_High School       Student        9    Private
## 3478       $0    z_No   M           PhD        Doctor       23    Private
## 3479 $127,659     Yes   M z_High School z_Blue Collar       33 Commercial
## 3480 $219,185     Yes z_F z_High School z_Blue Collar       41 Commercial
## 3481              Yes z_F       Masters        Lawyer        5    Private
## 3482 $160,140     Yes z_F  <High School      Clerical       47    Private
## 3483 $233,047     Yes z_F       Masters        Lawyer       38    Private
## 3484 $501,076     Yes z_F           PhD                     23 Commercial
## 3485 $186,866     Yes   M     Bachelors      Clerical       58    Private
## 3486 $265,894     Yes z_F       Masters        Lawyer       37    Private
## 3487       $0    z_No z_F z_High School      Clerical       54    Private
## 3488       $0    z_No   M  <High School z_Blue Collar       32    Private
## 3489 $301,276     Yes   M           PhD        Doctor       32    Private
## 3490 $175,653    z_No z_F     Bachelors z_Blue Collar       25 Commercial
## 3491 $240,848     Yes   M     Bachelors z_Blue Collar       31 Commercial
## 3492       $0    z_No   M       Masters        Lawyer       34    Private
## 3493 $348,658     Yes z_F       Masters       Manager       23    Private
## 3494       $0    z_No z_F       Masters  Professional       38    Private
## 3495       $0    z_No   M     Bachelors       Manager       74    Private
## 3496       $0    z_No   M z_High School       Student       44 Commercial
## 3497 $140,755     Yes z_F z_High School z_Blue Collar       29 Commercial
## 3498       $0    z_No z_F  <High School    Home Maker       23    Private
## 3499       $0    z_No   M z_High School       Student       56 Commercial
## 3500       $0    z_No   M z_High School       Manager       13 Commercial
## 3501 $344,763    z_No   M     Bachelors  Professional        9    Private
## 3502       $0    z_No   M z_High School z_Blue Collar       20 Commercial
## 3503       $0    z_No z_F     Bachelors       Student       50    Private
## 3504 $140,497     Yes   M  <High School      Clerical       15    Private
## 3505       $0    z_No   M           PhD        Doctor       18    Private
## 3506 $455,605     Yes z_F           PhD        Doctor       43    Private
## 3507 $268,718     Yes   M z_High School z_Blue Collar       55 Commercial
## 3508       $0    z_No z_F  <High School    Home Maker       19    Private
## 3509       $0     Yes   M     Bachelors       Student       24 Commercial
## 3510       $0    z_No   M z_High School       Manager       36 Commercial
## 3511             z_No   M     Bachelors       Manager       10    Private
## 3512 $202,231     Yes z_F z_High School    Home Maker       57 Commercial
## 3513 $346,995    z_No   M z_High School z_Blue Collar       18 Commercial
## 3514 $191,941     Yes   M       Masters        Lawyer       60    Private
## 3515       $0    z_No z_F     Bachelors      Clerical       37    Private
## 3516 $498,559     Yes   M           PhD       Manager       21 Commercial
## 3517 $290,793     Yes z_F       Masters        Lawyer       21    Private
## 3518 $281,124     Yes z_F     Bachelors       Manager       46    Private
## 3519       $0    z_No z_F  <High School z_Blue Collar       38    Private
## 3520 $117,288    z_No   M z_High School  Professional        5    Private
## 3521       $0     Yes   M     Bachelors       Student       31 Commercial
## 3522 $115,618     Yes   M z_High School      Clerical       40 Commercial
## 3523 $132,316    z_No z_F  <High School      Clerical       17    Private
## 3524 $283,144     Yes   M       Masters       Manager       11    Private
## 3525 $168,176    z_No z_F     Bachelors    Home Maker       47    Private
## 3526       $0    z_No z_F z_High School z_Blue Collar       33 Commercial
## 3527 $254,660    z_No z_F     Bachelors  Professional       22    Private
## 3528 $454,107     Yes z_F       Masters  Professional       62 Commercial
## 3529       $0    z_No   M     Bachelors z_Blue Collar       22 Commercial
## 3530 $230,870     Yes z_F z_High School  Professional       38    Private
## 3531 $276,064     Yes z_F           PhD        Lawyer       43    Private
## 3532       $0    z_No   M           PhD        Doctor       33    Private
## 3533 $360,740     Yes   M       Masters        Lawyer       62    Private
## 3534 $122,315    z_No   M z_High School      Clerical       24    Private
## 3535 $235,879     Yes   M           PhD        Doctor       21    Private
## 3536       $0    z_No   M     Bachelors       Manager       19 Commercial
## 3537 $210,698     Yes z_F     Bachelors  Professional       32    Private
## 3538       $0     Yes   M z_High School       Student       33 Commercial
## 3539       $0    z_No z_F  <High School z_Blue Collar       44    Private
## 3540 $197,955     Yes z_F z_High School  Professional       30 Commercial
## 3541 $230,221    z_No   M z_High School      Clerical       55    Private
## 3542 $173,478    z_No   M z_High School z_Blue Collar       25    Private
## 3543       $0    z_No   M           PhD        Doctor       35    Private
## 3544 $413,916     Yes z_F     Bachelors       Manager       45    Private
## 3545 $171,625    z_No z_F z_High School      Clerical       12    Private
## 3546             z_No z_F z_High School  Professional       22    Private
## 3547 $264,048    z_No   M     Bachelors z_Blue Collar       41 Commercial
## 3548       $0    z_No   M     Bachelors      Clerical       36    Private
## 3549 $309,742    z_No z_F       Masters       Manager       38    Private
## 3550 $114,513     Yes z_F     Bachelors    Home Maker       31    Private
## 3551 $174,800    z_No z_F       Masters        Lawyer       36    Private
## 3552 $222,080     Yes   M     Bachelors  Professional       64 Commercial
## 3553 $545,672     Yes z_F           PhD       Manager       30    Private
## 3554 $273,987     Yes z_F       Masters        Lawyer       19    Private
## 3555 $120,175     Yes z_F z_High School    Home Maker       40    Private
## 3556 $329,334     Yes z_F       Masters  Professional       37    Private
## 3557 $190,206    z_No z_F z_High School z_Blue Collar       75    Private
## 3558 $385,708     Yes   M       Masters       Manager        9 Commercial
## 3559       $0    z_No z_F z_High School z_Blue Collar       41    Private
## 3560       $0     Yes z_F  <High School       Student       15    Private
## 3561       $0    z_No z_F z_High School    Home Maker       30    Private
## 3562       $0    z_No z_F z_High School       Student       41 Commercial
## 3563 $103,572     Yes z_F       Masters    Home Maker       51    Private
## 3564 $197,029     Yes   M     Bachelors    Home Maker       64    Private
## 3565 $140,705     Yes z_F z_High School       Manager       21 Commercial
## 3566       $0    z_No   M           PhD                     18 Commercial
## 3567       $0    z_No z_F  <High School z_Blue Collar       56    Private
## 3568 $108,984     Yes   M  <High School z_Blue Collar       77 Commercial
## 3569 $284,550     Yes z_F           PhD        Doctor       37    Private
## 3570 $396,292     Yes   M       Masters       Manager       22 Commercial
## 3571 $146,062     Yes z_F  <High School      Clerical       31    Private
## 3572 $181,309     Yes z_F     Bachelors       Manager       33    Private
## 3573 $118,273     Yes   M  <High School z_Blue Collar       39    Private
## 3574       $0     Yes z_F z_High School       Student       52    Private
## 3575 $168,921     Yes   M z_High School z_Blue Collar       20 Commercial
## 3576       $0    z_No z_F           PhD        Doctor       21    Private
## 3577 $107,534     Yes   M z_High School       Student       39 Commercial
## 3578       $0    z_No   M  <High School z_Blue Collar       49    Private
## 3579 $236,422     Yes z_F     Bachelors       Manager       26    Private
## 3580       $0    z_No   M z_High School      Clerical       14    Private
## 3581       $0    z_No   M  <High School      Clerical       27 Commercial
## 3582              Yes z_F           PhD    Home Maker       64    Private
## 3583 $165,566     Yes z_F  <High School      Clerical       37    Private
## 3584              Yes z_F     Bachelors      Clerical       23    Private
## 3585       $0    z_No   M z_High School      Clerical       61    Private
## 3586       $0     Yes z_F z_High School       Student       26 Commercial
## 3587 $233,959     Yes z_F z_High School       Manager       37    Private
## 3588 $282,737     Yes z_F     Bachelors       Manager       25    Private
## 3589 $252,802     Yes   M       Masters                     21    Private
## 3590       $0    z_No   M       Masters        Lawyer       25    Private
## 3591 $345,792     Yes   M     Bachelors       Manager       20    Private
## 3592 $750,455     Yes   M           PhD                     19 Commercial
## 3593       $0     Yes z_F z_High School       Student       38    Private
## 3594             z_No   M       Masters                     43 Commercial
## 3595       $0    z_No   M z_High School       Student       59 Commercial
## 3596 $192,969     Yes   M     Bachelors      Clerical       41    Private
## 3597 $187,063     Yes   M z_High School z_Blue Collar       34 Commercial
## 3598 $141,859     Yes z_F z_High School z_Blue Collar       24 Commercial
## 3599 $206,959     Yes z_F z_High School z_Blue Collar       45 Commercial
## 3600 $177,486     Yes z_F     Bachelors    Home Maker        6    Private
## 3601 $274,013     Yes   M       Masters        Lawyer       16    Private
## 3602 $130,367     Yes z_F  <High School      Clerical       20    Private
## 3603 $127,520     Yes   M  <High School      Clerical       54 Commercial
## 3604 $316,035    z_No z_F     Bachelors  Professional       38    Private
## 3605       $0    z_No   M  <High School       Student       34    Private
## 3606 $114,515     Yes z_F z_High School    Home Maker       39    Private
## 3607 $233,085     Yes z_F     Bachelors z_Blue Collar       25 Commercial
## 3608       $0    z_No z_F  <High School       Student       38    Private
## 3609 $274,673     Yes   M       Masters       Manager       15 Commercial
## 3610       $0    z_No   M z_High School      Clerical       41 Commercial
## 3611 $177,163     Yes z_F  <High School z_Blue Collar       38 Commercial
## 3612       $0    z_No   M     Bachelors       Student       30 Commercial
## 3613 $116,607    z_No z_F  <High School      Clerical       48 Commercial
## 3614 $602,718     Yes   M           PhD                     19 Commercial
## 3615 $135,863     Yes z_F z_High School z_Blue Collar        5    Private
## 3616 $178,643    z_No z_F z_High School      Clerical       13    Private
## 3617       $0     Yes   M  <High School       Student       57 Commercial
## 3618              Yes   M       Masters        Lawyer       39    Private
## 3619 $249,758     Yes z_F z_High School       Manager        5    Private
## 3620       $0    z_No   M     Bachelors z_Blue Collar       42 Commercial
## 3621              Yes z_F       Masters       Manager       20    Private
## 3622 $188,729     Yes z_F     Bachelors  Professional        9    Private
## 3623       $0    z_No z_F           PhD        Doctor       51    Private
## 3624       $0    z_No   M z_High School      Clerical       53 Commercial
## 3625 $337,743    z_No   M       Masters        Lawyer       12    Private
## 3626 $247,369     Yes z_F       Masters  Professional       32    Private
## 3627       $0    z_No   M           PhD        Doctor       16    Private
## 3628 $145,645     Yes   M z_High School z_Blue Collar       25    Private
## 3629 $162,562    z_No   M z_High School z_Blue Collar       14 Commercial
## 3630 $142,734     Yes   M z_High School      Clerical       18    Private
## 3631 $404,842     Yes z_F     Bachelors  Professional       36    Private
## 3632 $504,144     Yes z_F           PhD        Doctor       25    Private
## 3633       $0    z_No z_F     Bachelors       Manager       31    Private
## 3634 $212,673     Yes   M     Bachelors      Clerical       31    Private
## 3635       $0    z_No   M     Bachelors z_Blue Collar       33 Commercial
## 3636 $217,583    z_No   M       Masters                     31 Commercial
## 3637 $149,126     Yes   M  <High School z_Blue Collar       44 Commercial
## 3638 $268,710     Yes   M       Masters       Manager       25    Private
## 3639 $378,490    z_No z_F       Masters       Manager       22    Private
## 3640 $220,590     Yes z_F     Bachelors z_Blue Collar       24 Commercial
## 3641 $227,542    z_No z_F       Masters        Lawyer       17    Private
## 3642       $0     Yes   M z_High School       Student       29 Commercial
## 3643       $0     Yes z_F z_High School       Student       37 Commercial
## 3644 $264,375     Yes z_F     Bachelors  Professional       35    Private
## 3645       $0    z_No z_F           PhD        Doctor       37    Private
## 3646 $173,790     Yes z_F     Bachelors  Professional       23    Private
## 3647       $0    z_No   M z_High School       Student       30 Commercial
## 3648 $250,198     Yes z_F z_High School z_Blue Collar       18 Commercial
## 3649       $0    z_No   M  <High School       Student       41 Commercial
## 3650       $0    z_No z_F           PhD        Doctor       10    Private
## 3651 $216,070     Yes   M z_High School      Clerical       18    Private
## 3652       $0    z_No   M           PhD       Manager       34 Commercial
## 3653 $349,801     Yes   M       Masters       Manager       38    Private
## 3654       $0    z_No   M z_High School z_Blue Collar       22 Commercial
## 3655       $0     Yes z_F z_High School       Student       32    Private
## 3656 $132,681    z_No z_F  <High School      Clerical       30    Private
## 3657 $217,852     Yes z_F     Bachelors z_Blue Collar       11 Commercial
## 3658       $0    z_No z_F z_High School      Clerical       40    Private
## 3659 $198,193     Yes   M z_High School      Clerical       42    Private
## 3660 $313,932     Yes   M           PhD                     47 Commercial
## 3661             z_No z_F       Masters    Home Maker        9    Private
## 3662 $308,850     Yes   M       Masters       Manager       12    Private
## 3663       $0    z_No   M           PhD        Doctor       23    Private
## 3664 $162,767     Yes z_F     Bachelors z_Blue Collar       16 Commercial
## 3665             z_No z_F     Bachelors z_Blue Collar       29 Commercial
## 3666 $123,548     Yes z_F  <High School z_Blue Collar       40    Private
## 3667 $271,197     Yes z_F     Bachelors  Professional       35    Private
## 3668       $0    z_No z_F     Bachelors    Home Maker       19    Private
## 3669 $287,159     Yes z_F     Bachelors z_Blue Collar       38 Commercial
## 3670       $0    z_No z_F z_High School    Home Maker       51    Private
## 3671 $222,576     Yes   M     Bachelors z_Blue Collar       20 Commercial
## 3672       $0     Yes   M z_High School       Student       52 Commercial
## 3673 $302,157     Yes z_F  <High School      Clerical       32    Private
## 3674       $0    z_No   M z_High School z_Blue Collar       32 Commercial
## 3675       $0     Yes z_F z_High School       Student       22 Commercial
## 3676  $56,355    z_No z_F  <High School    Home Maker       16    Private
## 3677 $256,667    z_No z_F     Bachelors z_Blue Collar       32    Private
## 3678 $289,712     Yes   M z_High School z_Blue Collar       30 Commercial
## 3679 $298,849     Yes   M     Bachelors  Professional       31    Private
## 3680 $250,392    z_No z_F       Masters  Professional       25    Private
## 3681  $94,471     Yes z_F           PhD    Home Maker       33    Private
## 3682 $201,852     Yes   M     Bachelors z_Blue Collar       36 Commercial
## 3683       $0    z_No z_F z_High School      Clerical       48    Private
## 3684       $0    z_No   M     Bachelors z_Blue Collar       59 Commercial
## 3685 $226,375    z_No z_F     Bachelors  Professional       47    Private
## 3686       $0    z_No   M z_High School       Student       65 Commercial
## 3687       $0    z_No z_F z_High School       Student       40 Commercial
## 3688       $0    z_No z_F       Masters    Home Maker       28    Private
## 3689              Yes   M     Bachelors       Student       55 Commercial
## 3690       $0     Yes   M  <High School       Student       30    Private
## 3691 $455,275    z_No   M           PhD        Doctor       57    Private
## 3692 $275,725     Yes z_F     Bachelors z_Blue Collar       10 Commercial
## 3693       $0    z_No   M     Bachelors z_Blue Collar       34 Commercial
## 3694 $287,441     Yes   M z_High School  Professional       37    Private
## 3695  $75,925     Yes   M  <High School       Student        5    Private
## 3696  $75,688     Yes z_F       Masters    Home Maker       39    Private
## 3697 $360,770     Yes z_F     Bachelors  Professional       38 Commercial
## 3698       $0     Yes   M     Bachelors       Student       39 Commercial
## 3699              Yes z_F       Masters    Home Maker       18    Private
## 3700              Yes   M       Masters        Lawyer       26    Private
## 3701 $360,331    z_No   M     Bachelors z_Blue Collar       14 Commercial
## 3702 $219,285     Yes   M       Masters  Professional       35 Commercial
## 3703 $133,204     Yes z_F     Bachelors    Home Maker       24    Private
## 3704 $190,992     Yes   M     Bachelors  Professional       43 Commercial
## 3705 $223,714     Yes z_F     Bachelors z_Blue Collar       33 Commercial
## 3706 $183,759     Yes   M z_High School      Clerical       24    Private
## 3707 $153,656    z_No z_F z_High School z_Blue Collar       38 Commercial
## 3708 $260,567     Yes   M  <High School z_Blue Collar       57 Commercial
## 3709 $242,695     Yes z_F z_High School z_Blue Collar       34 Commercial
## 3710 $374,595     Yes   M z_High School z_Blue Collar       27 Commercial
## 3711 $299,266    z_No z_F     Bachelors       Manager       36 Commercial
## 3712 $252,296     Yes   M z_High School z_Blue Collar       31 Commercial
## 3713 $155,546     Yes   M  <High School z_Blue Collar       39    Private
## 3714 $257,655    z_No z_F       Masters  Professional       35    Private
## 3715 $165,109     Yes   M z_High School       Manager       20 Commercial
## 3716  $86,848     Yes   M z_High School      Clerical       24    Private
## 3717 $353,160     Yes   M     Bachelors  Professional       28    Private
## 3718 $231,560     Yes z_F     Bachelors z_Blue Collar       24 Commercial
## 3719 $284,774     Yes   M     Bachelors  Professional       25 Commercial
## 3720 $117,060    z_No   M z_High School       Manager       30    Private
## 3721 $160,945    z_No   M z_High School  Professional       21    Private
## 3722 $542,288     Yes z_F           PhD       Manager       33    Private
## 3723 $142,651     Yes   M     Bachelors       Manager        5 Commercial
## 3724       $0     Yes z_F  <High School       Student       48    Private
## 3725 $179,255     Yes z_F       Masters    Home Maker       62    Private
## 3726 $242,391     Yes   M       Masters                     60 Commercial
## 3727       $0    z_No z_F  <High School       Student       29    Private
## 3728       $0     Yes   M     Bachelors       Student       42    Private
## 3729 $183,951     Yes   M     Bachelors      Clerical       49    Private
## 3730 $163,866     Yes z_F     Bachelors      Clerical        5    Private
## 3731 $168,795     Yes z_F z_High School      Clerical       43    Private
## 3732 $147,787     Yes z_F z_High School z_Blue Collar       37 Commercial
## 3733 $286,301     Yes   M       Masters       Manager       24 Commercial
## 3734       $0    z_No z_F     Bachelors z_Blue Collar       45 Commercial
## 3735       $0    z_No z_F     Bachelors  Professional       18    Private
## 3736       $0    z_No z_F       Masters        Lawyer       20    Private
## 3737 $197,922     Yes   M       Masters        Lawyer       24    Private
## 3738 $112,218     Yes z_F z_High School    Home Maker       25    Private
## 3739       $0    z_No z_F     Bachelors       Manager       29 Commercial
## 3740 $184,246     Yes   M     Bachelors       Manager       32    Private
## 3741 $187,523    z_No   M     Bachelors  Professional       25    Private
## 3742 $223,545     Yes   M       Masters                     24 Commercial
## 3743       $0    z_No   M           PhD        Lawyer       11    Private
## 3744 $342,166     Yes z_F     Bachelors z_Blue Collar       41 Commercial
## 3745  $97,768     Yes z_F  <High School z_Blue Collar       41    Private
## 3746  $93,040     Yes   M     Bachelors    Home Maker       35 Commercial
## 3747  $68,811     Yes z_F  <High School    Home Maker       23    Private
## 3748 $168,222     Yes   M z_High School z_Blue Collar       56 Commercial
## 3749              Yes   M     Bachelors       Manager       28 Commercial
## 3750       $0    z_No z_F       Masters                      5    Private
## 3751 $214,055     Yes z_F  <High School z_Blue Collar       21    Private
## 3752 $228,396     Yes z_F z_High School       Manager       23    Private
## 3753       $0    z_No z_F z_High School       Student       46 Commercial
## 3754 $148,772     Yes   M z_High School z_Blue Collar       23 Commercial
## 3755       $0    z_No   M     Bachelors       Manager       30    Private
## 3756       $0    z_No z_F  <High School       Student       29 Commercial
## 3757 $292,773     Yes   M       Masters                      5 Commercial
## 3758 $351,051    z_No   M       Masters                     29 Commercial
## 3759 $205,760     Yes   M       Masters                     21 Commercial
## 3760 $265,727     Yes z_F       Masters       Manager       55    Private
## 3761  $90,071     Yes z_F  <High School    Home Maker       30 Commercial
## 3762 $268,429     Yes z_F     Bachelors    Home Maker       44    Private
## 3763       $0    z_No   M       Masters        Lawyer       47    Private
## 3764 $300,480     Yes   M           PhD                     37    Private
## 3765 $225,300    z_No z_F       Masters        Lawyer       44    Private
## 3766 $583,973     Yes   M           PhD                     43 Commercial
## 3767       $0     Yes   M z_High School       Student       30 Commercial
## 3768       $0     Yes   M  <High School       Student       25    Private
## 3769 $103,525     Yes z_F       Masters    Home Maker       48    Private
## 3770             z_No z_F z_High School      Clerical       29    Private
## 3771 $151,957    z_No   M  <High School z_Blue Collar       34    Private
## 3772 $236,239     Yes z_F z_High School z_Blue Collar       19 Commercial
## 3773 $169,995     Yes z_F     Bachelors  Professional       23    Private
## 3774 $219,687    z_No   M     Bachelors  Professional       10    Private
## 3775 $260,398    z_No z_F     Bachelors z_Blue Collar       70 Commercial
## 3776 $161,481     Yes   M  <High School      Clerical        5    Private
## 3777       $0    z_No z_F     Bachelors  Professional       53    Private
## 3778 $242,138     Yes z_F z_High School z_Blue Collar       31 Commercial
## 3779       $0     Yes z_F  <High School       Student       12    Private
## 3780 $232,064     Yes z_F     Bachelors z_Blue Collar       57 Commercial
## 3781 $175,137     Yes   M z_High School z_Blue Collar       31 Commercial
## 3782 $179,827     Yes   M       Masters                     21 Commercial
## 3783 $176,631     Yes   M z_High School z_Blue Collar       56 Commercial
## 3784 $140,455     Yes z_F     Bachelors       Manager       19    Private
## 3785              Yes z_F           PhD       Manager        7    Private
## 3786       $0     Yes z_F  <High School       Student       24    Private
## 3787       $0    z_No z_F       Masters        Lawyer        7    Private
## 3788 $276,816     Yes z_F z_High School z_Blue Collar       17 Commercial
## 3789 $125,832    z_No z_F  <High School      Clerical       19    Private
## 3790              Yes   M     Bachelors z_Blue Collar       14 Commercial
## 3791 $239,085     Yes   M z_High School z_Blue Collar       46 Commercial
## 3792 $339,052     Yes z_F           PhD        Doctor       40    Private
## 3793 $227,552     Yes z_F     Bachelors  Professional       16    Private
## 3794       $0     Yes z_F  <High School       Student       41    Private
## 3795       $0     Yes   M z_High School       Student       34 Commercial
## 3796       $0    z_No   M     Bachelors      Clerical       22 Commercial
## 3797 $177,942     Yes z_F     Bachelors z_Blue Collar       19    Private
## 3798 $327,538     Yes z_F           PhD        Doctor       55    Private
## 3799  $99,465     Yes z_F z_High School    Home Maker       25    Private
## 3800 $160,162     Yes   M       Masters        Lawyer       23    Private
## 3801       $0     Yes   M  <High School       Student       26 Commercial
## 3802       $0     Yes   M z_High School       Student       30 Commercial
## 3803       $0    z_No z_F  <High School z_Blue Collar       27 Commercial
## 3804             z_No   M     Bachelors       Student       65 Commercial
## 3805 $237,750    z_No z_F       Masters        Lawyer       25    Private
## 3806 $168,463     Yes   M z_High School      Clerical       26 Commercial
## 3807             z_No   M  <High School z_Blue Collar       60 Commercial
## 3808 $270,726     Yes z_F     Bachelors  Professional       34    Private
## 3809       $0    z_No   M z_High School z_Blue Collar       40 Commercial
## 3810             z_No z_F  <High School      Clerical       18    Private
## 3811              Yes z_F z_High School    Home Maker       28    Private
## 3812 $224,145     Yes z_F       Masters  Professional       15    Private
## 3813       $0     Yes   M  <High School       Student       18    Private
## 3814 $147,459     Yes   M  <High School      Clerical       77    Private
## 3815 $165,641     Yes   M     Bachelors  Professional        7    Private
## 3816 $209,538     Yes z_F     Bachelors      Clerical       24    Private
## 3817       $0    z_No z_F     Bachelors       Student       35 Commercial
## 3818       $0    z_No z_F z_High School z_Blue Collar        9 Commercial
## 3819       $0     Yes   M z_High School       Student       59 Commercial
## 3820 $192,942     Yes z_F  <High School      Clerical       20 Commercial
## 3821 $238,891     Yes   M     Bachelors       Manager       40    Private
## 3822 $140,640     Yes   M z_High School z_Blue Collar       53    Private
## 3823 $149,415     Yes   M       Masters        Lawyer       45    Private
## 3824 $242,606     Yes z_F           PhD        Doctor       35    Private
## 3825 $227,011     Yes z_F     Bachelors z_Blue Collar       10 Commercial
## 3826       $0    z_No z_F z_High School    Home Maker       39    Private
## 3827       $0     Yes   M z_High School       Student       28    Private
## 3828 $207,232     Yes z_F     Bachelors  Professional       46    Private
## 3829 $162,774    z_No   M     Bachelors  Professional       31    Private
## 3830 $436,694     Yes z_F     Bachelors  Professional       31    Private
## 3831              Yes z_F     Bachelors    Home Maker       41    Private
## 3832 $287,265    z_No z_F     Bachelors  Professional       35 Commercial
## 3833 $251,642     Yes   M       Masters       Manager       21    Private
## 3834       $0    z_No z_F     Bachelors    Home Maker       40    Private
## 3835       $0    z_No   M z_High School  Professional       21    Private
## 3836 $136,461     Yes z_F z_High School       Student       18    Private
## 3837 $199,133    z_No z_F z_High School       Manager       29    Private
## 3838 $134,906    z_No z_F     Bachelors    Home Maker       43    Private
## 3839 $269,107     Yes   M     Bachelors z_Blue Collar       48    Private
## 3840 $219,712     Yes z_F z_High School z_Blue Collar       55 Commercial
## 3841       $0    z_No   M       Masters        Lawyer       28    Private
## 3842              Yes z_F       Masters  Professional       25    Private
## 3843 $210,996     Yes   M       Masters        Lawyer       19    Private
## 3844 $238,237     Yes z_F     Bachelors z_Blue Collar       53    Private
## 3845 $143,834     Yes   M z_High School      Clerical        5    Private
## 3846  $66,812     Yes z_F z_High School    Home Maker       17    Private
##      BLUEBOOK TIF    CAR_TYPE RED_CAR OLDCLAIM CLM_FREQ REVOKED MVR_PTS CAR_AGE
## 1     $14,230  11     Minivan     yes   $4,461        2      No       3      18
## 2     $14,940   1     Minivan     yes       $0        0      No       0       1
## 3      $4,010   4       z_SUV      no  $38,690        2      No       3      10
## 4     $15,440   7     Minivan     yes       $0        0      No       0       6
## 5     $18,000   1       z_SUV      no  $19,217        2     Yes       3      17
## 6     $17,430   1  Sports Car      no       $0        0      No       0       7
## 7      $8,780   1       z_SUV      no       $0        0      No       0       1
## 8     $16,970   1         Van     yes   $2,374        1     Yes      10       7
## 9     $11,200   1       z_SUV      no       $0        0      No       0       1
## 10    $18,510   7         Van      no       $0        0      No       1      17
## 11    $18,300   1  Sports Car      no       $0        0      No       0      11
## 12    $22,420   7     Minivan      no       $0        0      No       0       1
## 13    $17,600   7         Van     yes   $5,028        2     Yes       3       9
## 14    $28,340   6 Panel Truck     yes       $0        0      No       3      10
## 15     $6,000   1       z_SUV      no       $0        0      No       3       5
## 16    $10,590   6       z_SUV      no       $0        0      No       0      13
## 17    $14,190   6     Minivan      no       $0        0      No       0      16
## 18     $8,300   7       z_SUV      no       $0        0      No       0      20
## 19    $17,330   4     Minivan      no       $0        0      No       0       7
## 20     $8,710   6       z_SUV      no   $8,935        2      No       0       1
## 21    $26,560   1 Panel Truck     yes       $0        0      No       3       1
## 22    $11,130   6       z_SUV      no   $8,250        1      No       5      14
## 23    $19,700  10     Minivan      no       $0        0      No       1       5
## 24     $5,900   6       z_SUV      no   $3,338        3      No       0      11
## 25    $16,830   9       z_SUV      no       $0        0      No       2      15
## 26    $10,030   1       z_SUV      no       $0        0      No       0       1
## 27    $22,090  17     Minivan      no       $0        0      No       0      12
## 28    $12,220   6       z_SUV      no       $0        0      No       3      12
## 29    $14,130   6       z_SUV      no  $38,127        2     Yes       4      12
## 30    $15,880   1     Minivan      no       $0        0      No       1       1
## 31     $1,500   4       z_SUV      no       $0        0      No       1      10
## 32    $25,810   6 Panel Truck      no   $1,431        2      No       5      15
## 33    $16,640   4         Van     yes       $0        0      No       0      13
## 34    $13,220   1     Minivan      no       $0        0      No       0      12
## 35    $17,900   1     Minivan      no       $0        0      No       0      14
## 36    $12,080   1       z_SUV      no       $0        0      No       2       9
## 37    $29,450   6         Van      no       $0        0      No       0      15
## 38    $16,270   1       z_SUV      no       $0        0      No       0      11
## 39     $9,280   1       z_SUV      no       $0        0      No       1       6
## 40     $6,450   1      Pickup      no       $0        0      No       0       7
## 41    $23,080   1  Sports Car      no       $0        0      No       0       8
## 42    $20,120   4     Minivan      no       $0        0      No       0       1
## 43    $29,270   4 Panel Truck     yes       $0        0      No       1       5
## 44     $4,600   6     Minivan     yes       $0        0      No       2       5
## 45    $19,450   6       z_SUV      no   $2,981        2      No       5      NA
## 46    $29,230  10     Minivan     yes       $0        0      No       0      15
## 47     $4,040   6       z_SUV      no       $0        0      No       0       5
## 48    $12,270  18     Minivan     yes       $0        0      No       3       1
## 49    $31,930   1     Minivan     yes       $0        0      No       0      NA
## 50    $12,230   4      Pickup     yes  $26,104        1     Yes      13       6
## 51    $10,520   1       z_SUV      no   $7,838        1      No       1       1
## 52    $21,770  13     Minivan     yes       $0        0      No       0       6
## 53    $32,340   6         Van      no  $27,877        2     Yes       0      13
## 54    $28,560  13 Panel Truck     yes   $1,554        5      No       1      10
## 55    $14,220   4     Minivan      no       $0        0      No       0      10
## 56     $6,880  13       z_SUV      no   $7,896        3      No       0       1
## 57    $10,040   4       z_SUV      no       $0        0     Yes       0       8
## 58     $2,920   4  Sports Car      no  $24,767        3     Yes       2      10
## 59    $22,690  10      Pickup      no       $0        0      No       2       1
## 60    $19,510   1  Sports Car      no   $8,890        3      No       0      15
## 61    $33,710   3 Panel Truck      no  $34,351        2     Yes       2      18
## 62    $14,050   3     Minivan      no       $0        0     Yes       2      11
## 63    $10,250   1       z_SUV      no   $4,307        3      No       6      20
## 64    $33,320   4 Panel Truck     yes       $0        0     Yes       1      12
## 65    $10,910  13      Pickup     yes  $25,106        2      No       0      NA
## 66    $27,600   1       z_SUV      no       $0        0      No       0      18
## 67    $23,640   6     Minivan      no       $0        0      No       0       1
## 68     $1,500   1     Minivan     yes       $0        0      No       2      11
## 69     $8,660   3  Sports Car      no   $8,363        2      No       3      NA
## 70     $5,200   1       z_SUV      no   $2,718        1      No       1       3
## 71     $4,860  10  Sports Car      no       $0        0      No       0       1
## 72     $9,640  13      Pickup      no   $1,212        1      No       4       1
## 73     $6,400  10       z_SUV      no   $9,115        1      No       6      14
## 74    $22,050  10  Sports Car      no       $0        0      No       0       1
## 75    $22,830   1     Minivan      no       $0        0      No       0      14
## 76    $12,380  13     Minivan      no       $0        0      No       0       6
## 77    $14,000   6     Minivan      no       $0        0      No       0      11
## 78    $13,140   1       z_SUV      no       $0        0      No       4       1
## 79    $15,360   1       z_SUV      no       $0        0      No       0       8
## 80    $15,160   6     Minivan      no       $0        0      No       0       1
## 81    $10,620   6      Pickup      no       $0        0      No       0      NA
## 82    $19,380   6     Minivan      no       $0        0      No       0      13
## 83     $5,760   1      Pickup     yes     $969        2      No       6      11
## 84    $16,220   4       z_SUV      no       $0        0      No       0      NA
## 85    $18,110   1         Van     yes     $759        2      No       3      15
## 86    $11,740   9       z_SUV      no   $1,800        2      No       2       1
## 87    $13,800   7     Minivan     yes  $31,695        3     Yes       4      17
## 88    $12,230   4     Minivan     yes       $0        0      No       1       9
## 89    $23,350  13 Panel Truck     yes   $4,678        3      No       6      17
## 90    $23,390  13 Panel Truck     yes       $0        0      No       0      14
## 91     $8,080   1      Pickup     yes       $0        0      No       0       8
## 92    $15,090   1     Minivan     yes   $1,631        1      No       2       5
## 93    $12,850   7       z_SUV      no       $0        0      No       3       6
## 94    $21,690   1     Minivan      no       $0        0      No       2      14
## 95    $12,840   1       z_SUV      no   $1,533        2      No       0      10
## 96    $15,120   1     Minivan      no       $0        0      No       3      10
## 97    $30,150  16 Panel Truck      no  $12,294        1      No       0       1
## 98    $11,180   7       z_SUV      no       $0        0      No       0      16
## 99     $7,900   4      Pickup     yes   $8,882        3      No       1       5
## 100    $7,050   4  Sports Car      no       $0        0      No       0      10
## 101   $21,320   1         Van     yes       $0        0      No       0      13
## 102   $17,550   1         Van      no       $0        0      No       0      NA
## 103   $29,210   6 Panel Truck     yes       $0        0      No       0      NA
## 104   $20,870   1  Sports Car      no       $0        0      No       0      21
## 105   $32,690   3      Pickup      no       $0        0      No       2      18
## 106   $13,050   5  Sports Car      no       $0        0     Yes       0       6
## 107   $19,540   6     Minivan     yes       $0        0     Yes       0      11
## 108   $24,240   6      Pickup      no       $0        0      No       0      17
## 109    $5,260   7       z_SUV      no     $867        2      No       0       1
## 110    $7,930   1      Pickup      no       $0        0      No       1       1
## 111   $23,640   1       z_SUV      no       $0        0      No       0      10
## 112   $11,220   9      Pickup     yes       $0        0      No       1       1
## 113   $25,100  18     Minivan      no   $9,526        4      No       3       9
## 114    $7,500   1     Minivan     yes       $0        0      No       0       1
## 115   $36,120   4 Panel Truck     yes       $0        0      No       0      11
## 116   $20,210   1     Minivan      no       $0        0      No       0      16
## 117   $16,080  13       z_SUV      no       $0        0      No       0       7
## 118   $18,160   7       z_SUV      no       $0        0      No       4       9
## 119   $28,180   1         Van      no       $0        0      No       3       4
## 120   $19,750   4       z_SUV      no       $0        0     Yes       0      NA
## 121   $18,470   3       z_SUV      no       $0        0      No       0      15
## 122    $5,700  11      Pickup     yes       $0        0      No       5       1
## 123   $11,160   1       z_SUV      no       $0        0      No       0       1
## 124   $12,800   7     Minivan      no       $0        0      No       0      14
## 125   $17,300  13         Van     yes       $0        0      No       0       7
## 126   $11,620   1      Pickup      no  $50,701        3     Yes       0       1
## 127   $20,240   4  Sports Car      no       $0        0      No       0      16
## 128   $20,010   1     Minivan      no   $4,179        2      No       4       8
## 129   $13,130   1       z_SUV      no   $3,622        3      No       4      20
## 130   $15,760   4      Pickup      no   $1,738        2     Yes       4       1
## 131   $14,530  12  Sports Car      no   $6,891        2      No       5       1
## 132   $20,350   6       z_SUV      no       $0        0      No       0      15
## 133    $7,000   4      Pickup      no       $0        0      No       0       1
## 134    $5,500  10       z_SUV      no   $6,803        2      No       6      10
## 135    $9,570   7  Sports Car      no       $0        0      No       1      13
## 136    $8,490   6      Pickup     yes       $0        0      No       1      12
## 137   $11,940   7      Pickup     yes     $974        2      No       6      18
## 138   $24,930   4     Minivan      no       $0        0      No       3      14
## 139   $21,990  11      Pickup      no       $0        0      No       1       1
## 140   $10,170   7       z_SUV      no   $5,877        3      No       7      14
## 141   $12,180   7      Pickup     yes       $0        0      No       0       7
## 142   $18,110   7       z_SUV      no       $0        0      No       1       1
## 143    $6,040  10     Minivan     yes       $0        0      No       0       1
## 144   $21,200   4         Van     yes       $0        0      No       0      NA
## 145   $11,650  10       z_SUV      no   $6,175        1      No       2       7
## 146   $27,890   4 Panel Truck      no       $0        0      No       0      14
## 147   $18,120   8     Minivan      no       $0        0      No       0       8
## 148   $12,490   1       z_SUV      no       $0        0      No       0      10
## 149   $15,920  13     Minivan     yes       $0        0      No       2      10
## 150    $8,460  10      Pickup     yes   $7,437        2      No       6       1
## 151   $14,130   1     Minivan     yes       $0        0      No       1      NA
## 152   $10,500   6  Sports Car      no       $0        0      No       0       1
## 153   $24,260   4     Minivan      no       $0        0      No       0      18
## 154   $13,160   1  Sports Car      no       $0        0      No       0      17
## 155   $14,960   6     Minivan      no   $7,650        3      No       5       4
## 156   $34,510   7         Van      no       $0        0      No       0       1
## 157   $21,660   6  Sports Car      no       $0        0      No       0      11
## 158   $31,390   1 Panel Truck     yes       $0        0      No       3       1
## 159   $11,300  10  Sports Car      no  $19,385        1      No       4       7
## 160   $27,890  13       z_SUV      no  $25,147        2      No       0       9
## 161    $1,500  10  Sports Car      no   $1,175        3      No       2       7
## 162    $1,500   6       z_SUV      no       $0        0      No       0       7
## 163   $11,530  13       z_SUV      no       $0        0      No       0       9
## 164   $16,510   4     Minivan      no  $17,445        3     Yes       0       1
## 165    $8,560  10  Sports Car      no       $0        0      No       0       9
## 166    $5,800  10     Minivan     yes       $0        0      No       1       5
## 167   $18,820   6       z_SUV      no   $5,537        1      No       6       9
## 168   $23,320  10 Panel Truck      no       $0        0      No       3      19
## 169   $13,420   1  Sports Car      no   $3,573        3      No       3       1
## 170    $9,930   4       z_SUV      no       $0        0      No       3       5
## 171   $10,350  14     Minivan     yes   $1,507        1      No       0      NA
## 172   $27,020   7      Pickup      no   $1,780        3      No       0       6
## 173   $25,450   6       z_SUV      no   $5,958        2      No       5      NA
## 174    $7,470   7      Pickup      no       $0        0      No       0       1
## 175   $13,740   4     Minivan      no   $8,450        1      No       0      15
## 176   $10,020  13      Pickup     yes       $0        0      No       0       1
## 177   $12,930  13  Sports Car      no  $35,666        2     Yes       0       7
## 178   $32,090   6     Minivan      no       $0        0      No       0      17
## 179    $1,500   4       z_SUV      no       $0        0      No       5      10
## 180   $12,310   1       z_SUV      no   $8,948        1      No       0       1
## 181   $14,390   1     Minivan     yes       $0        0      No       0       1
## 182    $6,120  10       z_SUV      no       $0        0      No       0       1
## 183   $22,920  10      Pickup      no       $0        0      No       0       8
## 184   $25,700   1         Van      no       $0        0      No       0       1
## 185    $6,900   3  Sports Car      no       $0        0      No       0       1
## 186   $42,550   1 Panel Truck     yes  $35,879        1     Yes       0      20
## 187    $8,160   1       z_SUV      no   $6,836        3      No       0       6
## 188   $13,160  13     Minivan      no   $8,569        3     Yes       3       1
## 189   $13,850   1       z_SUV      no       $0        0      No       0       7
## 190   $24,220   4 Panel Truck      no       $0        0      No       3      14
## 191   $14,030   3       z_SUV      no       $0        0      No       0       5
## 192   $14,870   1       z_SUV      no       $0        0      No       2      14
## 193   $23,260  17         Van      no       $0        0      No       0      18
## 194   $12,240   7     Minivan     yes       $0        0      No       0       1
## 195   $12,070   3       z_SUV      no       $0        0      No       0      17
## 196   $21,070   1         Van      no   $3,460        1      No       1      13
## 197   $23,190   1     Minivan     yes       $0        0      No       0       7
## 198   $28,380  10      Pickup      no       $0        0      No       2      17
## 199   $10,950  13      Pickup     yes       $0        0      No       0       8
## 200   $19,810   7     Minivan      no       $0        0      No       1       1
## 201    $7,990   1  Sports Car      no       $0        0      No       0       1
## 202    $7,080   6       z_SUV      no   $5,486        1      No       5      17
## 203   $24,130  13      Pickup      no       $0        0      No       0      16
## 204   $11,380   4      Pickup     yes   $4,470        3      No       0      15
## 205   $19,840   3       z_SUV      no       $0        0      No       0      NA
## 206    $6,200   6       z_SUV      no       $0        0      No       0       1
## 207   $12,250   4     Minivan     yes       $0        0      No       6       5
## 208    $7,200   4      Pickup     yes       $0        0      No       0      NA
## 209   $13,420  17     Minivan      no       $0        0      No       1       5
## 210   $22,280   3     Minivan      no       $0        0      No       1      12
## 211   $16,020   4       z_SUV      no   $7,462        2      No       0      10
## 212   $32,530   1     Minivan      no       $0        0      No       2       9
## 213   $16,800  17       z_SUV      no       $0        0      No       3       9
## 214   $14,950  10     Minivan     yes       $0        0      No       0       8
## 215   $15,120   1     Minivan     yes     $722        3      No       0       4
## 216    $8,070   6       z_SUV      no   $2,797        2      No       0       7
## 217   $11,180  10      Pickup      no       $0        0      No       0       1
## 218   $21,770   6         Van     yes  $35,577        3     Yes       0      12
## 219    $2,600   6       z_SUV      no       $0        0     Yes       2       6
## 220    $8,260   6       z_SUV      no       $0        0      No       0       1
## 221   $30,260   3       z_SUV      no       $0        0      No       0       9
## 222   $10,880  10       z_SUV      no       $0        0      No       0      13
## 223   $13,000  10  Sports Car      no   $4,418        1      No       0      12
## 224   $14,860   4     Minivan     yes   $2,592        4      No       1      15
## 225   $22,770   4 Panel Truck     yes   $2,631        1      No       1       1
## 226   $14,300   1     Minivan      no   $9,062        1      No       1      11
## 227    $7,200   4      Pickup      no       $0        0     Yes       3       8
## 228   $14,520   4      Pickup      no   $7,628        2      No       7      11
## 229   $27,400  14         Van      no       $0        0      No       0      13
## 230   $22,450   7     Minivan     yes   $3,738        1      No       8       1
## 231   $13,320   6     Minivan     yes   $5,253        3      No       0       8
## 232    $7,900   4  Sports Car     yes  $45,574        3     Yes       0      14
## 233   $10,360   1      Pickup      no       $0        0      No       0       4
## 234   $15,760   7  Sports Car      no   $9,462        3      No       0       8
## 235   $18,150   1         Van      no   $6,544        1      No       3      NA
## 236    $7,650   1  Sports Car      no       $0        0      No       8       9
## 237    $5,300   4     Minivan      no   $7,504        2      No       2      20
## 238    $6,700  11       z_SUV      no       $0        0      No       0      17
## 239   $23,900   4 Panel Truck     yes   $1,052        2      No       1      11
## 240    $3,100   9  Sports Car     yes  $10,099        2      No       4       5
## 241   $17,480   6     Minivan     yes       $0        0     Yes       2      18
## 242   $13,020   3       z_SUV      no   $6,689        1      No       5       1
## 243   $18,270   6       z_SUV      no       $0        0      No       0      17
## 244    $7,500   1       z_SUV      no       $0        0     Yes       0      NA
## 245    $7,700   6       z_SUV      no  $10,177        2      No       3       1
## 246   $20,090   4     Minivan      no  $10,520        2      No       1      14
## 247   $10,480  13  Sports Car      no  $20,452        2     Yes       2      11
## 248   $10,470   1       z_SUV      no  $19,030        3     Yes       9       9
## 249   $11,650   4       z_SUV      no  $10,231        1      No       0       1
## 250   $27,180   1 Panel Truck      no   $4,784        2      No       4      NA
## 251   $14,190   4  Sports Car      no  $35,430        2     Yes       2       8
## 252   $13,800   3       z_SUV      no  $10,851        2      No       0      10
## 253   $13,340   1       z_SUV      no       $0        0     Yes       1      10
## 254   $13,340   1       z_SUV      no   $6,913        1      No       3       8
## 255    $5,990  17  Sports Car      no       $0        0     Yes       0      10
## 256   $11,750   1     Minivan      no   $9,261        1      No       3      12
## 257    $6,100   1      Pickup     yes   $5,771        1      No       5       1
## 258   $23,250   1 Panel Truck     yes   $5,039        1      No       4      18
## 259   $16,730  13       z_SUV      no       $0        0      No       0       9
## 260    $4,980   6     Minivan      no       $0        0      No       0       1
## 261   $20,630   1       z_SUV      no   $7,767        2      No       8       1
## 262   $13,440   1     Minivan      no   $8,185        4      No       2      10
## 263   $22,340   1  Sports Car      no   $4,769        1      No       4       1
## 264    $6,000   1      Pickup      no  $41,818        1     Yes       3       1
## 265   $10,370   6       z_SUV      no     $663        2      No       0       9
## 266    $7,100   7      Pickup      no       $0        0      No       2      17
## 267   $13,060   6       z_SUV      no       $0        0      No       0       1
## 268   $24,150   4     Minivan      no       $0        0      No       1      10
## 269    $6,700   4      Pickup     yes       $0        0      No       0       1
## 270   $13,780   1     Minivan     yes   $1,937        2      No       6       5
## 271   $29,470   6  Sports Car      no       $0        0      No       1      18
## 272    $5,900  10      Pickup      no   $7,401        1      No       0       0
## 273   $16,580   4         Van      no  $27,130        2      No       0      13
## 274    $5,700  13      Pickup      no       $0        0      No       2      19
## 275   $15,330  10     Minivan     yes       $0        0      No       0       5
## 276    $6,350   1     Minivan      no   $5,702        1      No       4       5
## 277   $14,640  10       z_SUV      no       $0        0      No       0      10
## 278   $23,470   4  Sports Car      no  $41,913        3     Yes       0      15
## 279   $24,120   3       z_SUV      no       $0        0      No       4       1
## 280    $6,100   1      Pickup     yes   $4,263        2      No       7       6
## 281   $22,560   1 Panel Truck     yes  $10,375        4      No       6      19
## 282   $10,160   6      Pickup     yes   $8,118        1      No       3       1
## 283   $24,360   6     Minivan      no       $0        0      No       0      NA
## 284    $6,960   1       z_SUV      no       $0        0      No       2      14
## 285   $22,980   3 Panel Truck      no       $0        0      No       2      11
## 286    $4,200  11     Minivan     yes       $0        0      No       2      NA
## 287   $17,410   7     Minivan      no       $0        0      No       0      15
## 288    $9,960   1      Pickup      no   $5,489        1      No       3       1
## 289   $17,440   6       z_SUV      no       $0        0     Yes       1      11
## 290   $28,710   7      Pickup     yes       $0        0      No       0       3
## 291   $11,480   1     Minivan      no  $17,493        4     Yes       2       1
## 292   $22,920   1  Sports Car      no       $0        0      No       0      10
## 293   $14,930  10     Minivan      no   $4,048        2      No       0      11
## 294    $7,980   6       z_SUV      no       $0        0     Yes       0       5
## 295   $14,100   6  Sports Car      no       $0        0      No       3       1
## 296    $9,800  10       z_SUV      no       $0        0      No       0       1
## 297   $16,370   4         Van     yes   $3,913        2      No       7       1
## 298   $11,950   7  Sports Car      no   $5,137        1      No       6       6
## 299   $34,020   1 Panel Truck     yes   $1,332        3      No       6      23
## 300   $20,540  17       z_SUV      no       $0        0      No       0      18
## 301   $10,210   1      Pickup     yes       $0        0     Yes       0      NA
## 302    $5,460   1  Sports Car      no   $4,188        2      No       5       1
## 303    $8,530  10       z_SUV      no       $0        0      No       0       1
## 304    $7,210  13     Minivan      no       $0        0      No       0      12
## 305    $6,520   3     Minivan     yes       $0        0     Yes       0       1
## 306   $16,780  10  Sports Car      no   $4,500        2      No       3      13
## 307   $21,730   1         Van      no       $0        0      No       2      13
## 308   $17,960   4       z_SUV      no   $3,575        1      No       4      15
## 309   $14,240   4       z_SUV      no       $0        0      No       1       1
## 310    $5,010   6  Sports Car      no   $4,750        2      No       0      NA
## 311    $8,560   6  Sports Car      no   $3,769        2      No       5      14
## 312    $7,960  10      Pickup      no   $1,079        2      No       2       9
## 313   $13,420  10       z_SUV      no   $8,174        2      No       9       1
## 314   $29,220  13 Panel Truck     yes       $0        0      No       1      13
## 315    $4,100   1  Sports Car      no  $11,279        3      No       5       6
## 316   $11,510  13      Pickup     yes       $0        0     Yes       0      10
## 317   $26,290  16  Sports Car      no       $0        0     Yes       2      18
## 318    $9,060  10       z_SUV      no   $3,400        3      No       0      15
## 319   $26,500  10 Panel Truck     yes       $0        0      No       2       8
## 320   $25,420   9 Panel Truck      no       $0        0      No       1       1
## 321    $9,070   6      Pickup     yes       $0        0      No       3       8
## 322   $18,540   1       z_SUV      no       $0        0      No       2       9
## 323   $11,590  11  Sports Car      no   $3,614        2      No       0       1
## 324   $17,480  13     Minivan     yes       $0        0      No       0       7
## 325   $21,320   4       z_SUV      no  $36,556        1      No       4      10
## 326    $4,500   1       z_SUV      no       $0        0      No       0       9
## 327    $8,400   4  Sports Car      no       $0        0      No       1      15
## 328   $11,300   6       z_SUV      no   $5,299        1      No       2       1
## 329    $9,720   6      Pickup      no   $5,645        3      No       0      15
## 330   $13,710   8      Pickup      no       $0        0      No       2      14
## 331   $14,210   1     Minivan     yes       $0        0      No       0       8
## 332   $24,520   4 Panel Truck     yes       $0        0     Yes       5       1
## 333    $7,100   1     Minivan     yes       $0        0      No       0      14
## 334   $18,850   6     Minivan      no       $0        0      No       1      11
## 335   $15,150   4     Minivan      no       $0        0      No       0       7
## 336   $27,520  12      Pickup      no       $0        0      No       0       1
## 337    $1,500   3       z_SUV      no       $0        0      No       3       1
## 338    $9,260   1      Pickup      no  $39,892        3     Yes       6       1
## 339   $11,840  18       z_SUV      no  $44,414        1     Yes       1       1
## 340   $15,820   6     Minivan     yes       $0        0      No       0       9
## 341   $39,190   9 Panel Truck      no       $0        0      No       3      NA
## 342   $11,440  13       z_SUV      no     $981        1      No       0      NA
## 343   $22,720   3 Panel Truck     yes   $1,992        2      No       6       9
## 344   $14,820  10     Minivan      no       $0        0      No       0      15
## 345   $15,400   4       z_SUV     yes   $4,148        1      No       5       9
## 346    $7,420   6  Sports Car      no       $0        0      No       2       1
## 347   $19,500   7         Van     yes   $6,762        1      No       4      15
## 348    $5,000  10  Sports Car      no       $0        0      No       0       1
## 349   $16,290  11         Van     yes       $0        0      No       0       7
## 350   $11,050   6      Pickup      no  $41,833        3     Yes       5      NA
## 351   $21,840   1  Sports Car      no   $6,600        2      No       3       5
## 352    $5,400   3     Minivan      no       $0        0      No       1       1
## 353    $6,400   1      Pickup     yes   $7,993        1      No       7       6
## 354    $6,300   1       z_SUV      no       $0        0      No       0      10
## 355    $8,530   4      Pickup     yes   $3,710        3      No       7       1
## 356    $8,260   4       z_SUV      no       $0        0      No       0      10
## 357   $14,060   1     Minivan      no   $3,868        1      No       3       6
## 358    $9,360   6  Sports Car     yes       $0        0      No       0       1
## 359    $6,150  10     Minivan      no       $0        0      No       1       5
## 360   $33,250  18      Pickup      no       $0        0      No       4       1
## 361    $7,090   6      Pickup     yes       $0        0      No       0       5
## 362   $38,290   7     Minivan      no       $0        0      No       1      10
## 363    $8,310  12     Minivan      no       $0        0      No       0       7
## 364   $16,250  10  Sports Car      no       $0        0      No       0      19
## 365   $26,520   1 Panel Truck     yes   $2,659        1      No       1      NA
## 366   $10,260  10      Pickup     yes       $0        0      No       0      14
## 367    $5,400   4       z_SUV      no   $5,338        3      No       5      NA
## 368    $9,100   5       z_SUV      no   $5,289        2      No       1       1
## 369   $21,600   9     Minivan     yes       $0        0      No       1       7
## 370    $6,240   4       z_SUV      no       $0        0      No       0       6
## 371   $29,330   1 Panel Truck      no       $0        0      No       0      20
## 372   $10,850   6      Pickup     yes   $7,219        3      No       3       1
## 373   $13,660   6       z_SUV      no       $0        0      No       2       6
## 374   $14,010   6     Minivan      no       $0        0      No       5       8
## 375    $4,700   4      Pickup      no       $0        0     Yes       1       9
## 376   $18,230   6     Minivan     yes       $0        0      No       1       9
## 377   $16,180   7       z_SUV      no       $0        0      No       0       6
## 378    $9,970  10       z_SUV      no  $18,331        1      No       4       5
## 379   $18,960   6  Sports Car      no   $8,571        1      No       8       1
## 380   $21,010  10         Van     yes   $4,652        3     Yes       2       6
## 381   $14,480   4     Minivan      no       $0        0      No       0       9
## 382   $20,460   1       z_SUV      no       $0        0      No       0      NA
## 383   $17,540  14         Van     yes  $36,562        3     Yes       4       9
## 384   $26,280   7      Pickup      no  $39,535        3     Yes       2       8
## 385    $8,240  10      Pickup      no       $0        0      No       0       1
## 386   $23,150   4     Minivan      no       $0        0      No       2      17
## 387   $13,970   7       z_SUV      no       $0        0      No       0       1
## 388   $28,040  11      Pickup      no       $0        0      No       1       1
## 389   $10,470  11       z_SUV      no       $0        0      No       4       1
## 390   $17,820   1  Sports Car      no       $0        0     Yes       0      16
## 391   $18,010   4       z_SUV      no       $0        0      No       1       7
## 392   $11,550   1     Minivan      no       $0        0      No       0       1
## 393   $14,360   1       z_SUV      no  $30,288        1     Yes       2      11
## 394    $7,390   1       z_SUV      no   $1,546        2      No       4       8
## 395   $21,820   1         Van     yes   $1,144        3      No       5       7
## 396   $23,800   1      Pickup      no       $0        0      No       0       8
## 397    $6,600   1       z_SUV      no       $0        0      No       0      NA
## 398   $19,790   1     Minivan      no   $8,251        3      No       1       1
## 399    $9,130   7  Sports Car      no  $32,882        1     Yes       6       1
## 400   $12,540   1       z_SUV      no   $3,452        1      No       1       7
## 401    $5,560   1  Sports Car      no   $2,949        2      No       3       1
## 402   $18,050   1         Van     yes       $0        0      No       0      10
## 403   $14,750   6       z_SUV      no       $0        0      No       0       7
## 404   $14,250  14       z_SUV      no       $0        0      No       1       7
## 405   $22,790   1     Minivan      no  $39,614        1      No       4      NA
## 406   $11,490  10       z_SUV      no       $0        0      No       2      13
## 407    $8,870   1     Minivan     yes       $0        0      No       0       1
## 408   $22,570   6       z_SUV      no       $0        0      No       0      13
## 409    $7,900   7  Sports Car      no       $0        0      No       0       9
## 410   $12,520   6     Minivan     yes       $0        0      No       0       6
## 411   $25,210  10 Panel Truck     yes       $0        0     Yes       1      12
## 412   $15,310   4       z_SUV     yes       $0        0      No       3      11
## 413   $12,410   6     Minivan      no       $0        0      No       0      NA
## 414   $15,200  14     Minivan     yes  $16,255        2      No       1       5
## 415   $11,470   1       z_SUV      no   $1,392        2      No       4      13
## 416   $23,980  16      Pickup      no       $0        0     Yes       4      11
## 417   $16,400   4         Van     yes       $0        0      No       0      14
## 418   $10,610  10  Sports Car      no  $34,041        3     Yes       1       7
## 419   $18,760   1         Van     yes   $5,372        3      No       6      10
## 420    $6,270   1      Pickup     yes   $6,418        2      No       2       1
## 421   $11,220   4      Pickup     yes       $0        0      No       0       9
## 422   $13,160   4  Sports Car      no  $10,412        1      No       6      13
## 423   $22,880   1     Minivan      no       $0        0      No       0      16
## 424   $15,490   9       z_SUV      no       $0        0      No       1      15
## 425   $11,750   1     Minivan      no       $0        0      No       4      17
## 426   $28,750   4     Minivan      no  $37,130        1      No       2       2
## 427   $15,630   9     Minivan     yes   $6,031        3      No       5       1
## 428   $10,590  11       z_SUV      no       $0        0      No       1      11
## 429    $7,790   1  Sports Car      no   $1,055        4      No       2      10
## 430   $21,520   1       z_SUV      no       $0        0      No       1       7
## 431    $6,500   6  Sports Car      no       $0        0      No       0      NA
## 432   $15,280  10     Minivan      no       $0        0      No       0      16
## 433   $14,060  10       z_SUV      no       $0        0      No       0      10
## 434   $18,530   9       z_SUV      no  $14,552        1      No       6      10
## 435    $9,170   6       z_SUV      no       $0        0      No       0       8
## 436   $27,080   4     Minivan      no       $0        0      No       0      NA
## 437   $19,370   6     Minivan      no   $1,107        3      No       0       1
## 438   $11,940   1      Pickup      no   $4,792        1      No       8      11
## 439   $27,460   1     Minivan     yes   $4,546        3      No       0       1
## 440   $12,810  10       z_SUV      no   $2,520        2      No       4      10
## 441   $33,440   7      Pickup      no       $0        0      No       0       6
## 442   $13,460   4     Minivan      no       $0        0      No       1       1
## 443    $8,060   1      Pickup     yes       $0        0      No       2       1
## 444    $3,500   5  Sports Car      no       $0        0      No       0       3
## 445   $20,180   1         Van      no       $0        0      No       0       5
## 446   $26,150   1      Pickup      no  $49,641        2      No       0       8
## 447   $11,940  10      Pickup     yes       $0        0      No       0       4
## 448   $11,610   5     Minivan     yes       $0        0      No       5      14
## 449    $4,050   1  Sports Car      no   $3,971        2      No       0       1
## 450    $6,500  11     Minivan      no       $0        0      No       2       1
## 451    $8,370   6      Pickup     yes       $0        0      No       1       8
## 452   $11,980   1       z_SUV      no       $0        0      No       0       9
## 453    $3,150   3       z_SUV      no   $1,335        2      No       0       6
## 454    $8,650   4       z_SUV      no   $5,240        4      No       0      12
## 455   $24,760  10     Minivan     yes   $6,813        5      No       0       8
## 456   $28,960   1         Van      no   $1,613        1      No       2       8
## 457   $33,530   4     Minivan      no       $0        0      No       4      17
## 458    $6,500   1      Pickup      no  $44,932        1     Yes       0       7
## 459   $12,880   3     Minivan      no       $0        0     Yes       0      NA
## 460    $9,210   1       z_SUV      no   $1,271        2      No       3       1
## 461   $15,730   4     Minivan      no       $0        0      No       0       1
## 462   $25,250   6 Panel Truck      no  $30,450        2     Yes       4       9
## 463   $14,440   4     Minivan      no   $1,413        1      No       0       1
## 464   $12,780   1     Minivan      no       $0        0      No       3       5
## 465    $9,440   1     Minivan      no       $0        0      No       0       8
## 466    $6,210  14       z_SUV     yes   $5,876        1      No       2      13
## 467   $11,250  17      Pickup      no       $0        0      No       0      11
## 468    $9,450   6       z_SUV      no   $1,584        3      No       0       7
## 469    $5,800   1  Sports Car      no       $0        0     Yes       1       8
## 470   $10,990   4       z_SUV      no       $0        0      No       0       9
## 471   $21,660  10      Pickup      no   $4,002        2      No       1       3
## 472    $9,970  10     Minivan      no     $651        3      No       2       6
## 473   $10,870   6      Pickup     yes       $0        0      No       0      14
## 474   $11,610   7      Pickup     yes  $19,545        1     Yes       0       1
## 475   $23,280   6     Minivan      no       $0        0      No       3       5
## 476   $22,700   9 Panel Truck     yes   $5,117        2      No       3      12
## 477   $11,480  10       z_SUV      no       $0        0     Yes       2      12
## 478    $9,180   7      Pickup      no   $2,743        1      No       3       1
## 479    $5,500   1      Pickup     yes       $0        0      No       0      17
## 480   $14,060   1     Minivan     yes       $0        0      No       0       9
## 481    $7,300   4      Pickup     yes   $3,485        3      No       8       1
## 482    $1,500   6       z_SUV      no       $0        0      No       2      18
## 483    $1,730   1     Minivan     yes       $0        0     Yes       1       8
## 484    $1,500   4  Sports Car      no   $5,385        2      No       2       7
## 485    $6,500  10      Pickup     yes  $23,949        1     Yes       6       1
## 486   $22,620   1 Panel Truck      no  $37,211        3     Yes       3      10
## 487   $19,450   6       z_SUV      no       $0        0      No       2       6
## 488   $33,790   1 Panel Truck     yes   $7,531        2      No       1      18
## 489   $47,030   6 Panel Truck      no       $0        0      No       3      NA
## 490   $19,010   1       z_SUV      no   $1,159        3      No       0       9
## 491    $2,740  13     Minivan      no       $0        0     Yes       0       1
## 492   $11,600   1     Minivan      no       $0        0      No       1       1
## 493   $10,920   4      Pickup     yes   $9,933        2      No       2       1
## 494    $9,400  16  Sports Car      no       $0        0      No       1      13
## 495   $19,480   6       z_SUV      no       $0        0      No       2      12
## 496    $1,500   1       z_SUV     yes       $0        0      No       2       1
## 497   $11,920   3      Pickup     yes  $25,664        3     Yes       3       1
## 498    $5,100   1       z_SUV      no       $0        0      No       1       8
## 499   $14,000   4  Sports Car      no       $0        0     Yes       2       1
## 500   $15,620   4     Minivan      no       $0        0      No       1      10
## 501    $1,500   1     Minivan      no   $7,859        1      No       0      18
## 502   $15,140   9     Minivan     yes       $0        0      No       2       9
## 503    $1,500   1  Sports Car      no       $0        0      No       0       7
## 504   $31,770   6 Panel Truck      no   $7,808        3      No       2       6
## 505   $11,020  10      Pickup      no       $0        0      No       2      14
## 506   $24,660   9 Panel Truck     yes       $0        0      No       0       9
## 507   $15,550  10       z_SUV      no       $0        0      No       0       6
## 508   $21,740   1       z_SUV      no     $975        2      No       6      13
## 509   $12,420   4     Minivan      no       $0        0      No       2       9
## 510   $17,680   1         Van     yes       $0        0     Yes       2      10
## 511   $19,980   4         Van     yes   $1,310        2      No       4      23
## 512   $20,150   1      Pickup      no       $0        0      No       0       5
## 513    $7,260   6  Sports Car      no       $0        0      No       0       6
## 514   $11,700   1      Pickup     yes       $0        0      No       0      NA
## 515    $3,920   1  Sports Car      no       $0        0      No       2       7
## 516   $12,420  10  Sports Car      no       $0        0      No       0       8
## 517   $26,400   3      Pickup      no       $0        0      No       0       8
## 518   $35,160   1 Panel Truck      no       $0        0      No       0      16
## 519   $23,600   4      Pickup      no       $0        0      No       0       1
## 520    $5,200   4  Sports Car      no       $0        0      No       0      NA
## 521    $4,770  10  Sports Car      no       $0        0      No       1       6
## 522    $7,080   4  Sports Car      no       $0        0      No       0      11
## 523    $5,700  11       z_SUV      no       $0        0      No       1       8
## 524    $4,900   4  Sports Car      no   $1,992        2      No       1      10
## 525   $10,330   1  Sports Car      no       $0        0      No       1       1
## 526   $14,820   7     Minivan      no       $0        0      No       0       6
## 527    $6,200   7       z_SUV      no     $900        1      No       1      18
## 528   $34,640   1 Panel Truck      no       $0        0      No       0       8
## 529    $8,300   7      Pickup      no   $1,161        2      No       8      20
## 530   $13,370   3     Minivan      no  $11,976        2      No       5       1
## 531    $7,340   1  Sports Car      no       $0        0      No       0       9
## 532   $30,800  14 Panel Truck      no   $3,919        3      No       4      11
## 533   $18,010   3         Van     yes  $39,833        2     Yes       6       9
## 534    $6,700   4  Sports Car      no       $0        0      No       0      11
## 535   $11,590   6     Minivan      no       $0        0      No       0       5
## 536    $5,400   1       z_SUV      no       $0        0      No       2      10
## 537   $24,340   1      Pickup      no   $4,599        1      No       2       4
## 538   $19,300   6         Van      no   $4,390        3      No       3       6
## 539   $10,150   6       z_SUV      no  $18,535        1      No       3       7
## 540    $6,700  11       z_SUV      no       $0        0      No       0       1
## 541   $14,810   1     Minivan     yes       $0        0      No       0      NA
## 542   $15,780   9     Minivan      no   $8,386        1      No       4       6
## 543    $8,140  18  Sports Car      no       $0        0      No       3       1
## 544    $6,400  10       z_SUV      no       $0        0     Yes       0      20
## 545   $30,430   6 Panel Truck      no   $1,511        1      No       0       9
## 546    $8,220   4       z_SUV      no       $0        0      No       1       9
## 547   $18,910   1         Van     yes       $0        0      No       0      11
## 548   $13,540   1       z_SUV      no   $8,062        2      No       2       1
## 549   $22,240   6       z_SUV      no   $6,724        2      No       4       9
## 550   $20,520   6     Minivan      no       $0        0      No       0      12
## 551   $27,360   1  Sports Car      no   $2,860        1      No       4       9
## 552    $5,100   6      Pickup      no   $3,423        3      No       0      20
## 553   $29,990   3     Minivan      no       $0        0      No       0       1
## 554    $7,700   4       z_SUV     yes   $8,002        3      No       4       1
## 555   $12,880   1     Minivan     yes       $0        0      No       1       1
## 556   $10,940   1      Pickup     yes       $0        0     Yes       1      14
## 557    $2,010   6  Sports Car      no       $0        0      No       0       3
## 558   $16,620   1       z_SUV      no       $0        0      No       0      NA
## 559   $10,760   1     Minivan      no   $5,624        3      No       3      13
## 560    $3,900   1       z_SUV      no       $0        0      No       2      16
## 561   $21,270   6  Sports Car      no   $2,622        1      No       2      20
## 562   $10,260  14       z_SUV      no       $0        0      No       0       4
## 563   $11,030   4     Minivan      no       $0        0      No       0       1
## 564   $14,040   7     Minivan      no  $32,239        2     Yes       5       1
## 565    $8,430   4      Pickup     yes       $0        0      No       2       8
## 566   $22,780   4 Panel Truck     yes   $8,400        1      No       0      22
## 567    $6,810   9       z_SUV      no  $36,267        1      No       0      13
## 568   $13,840   3     Minivan     yes       $0        0      No       1       9
## 569   $29,580  10     Minivan     yes       $0        0      No       0       7
## 570   $14,740   1       z_SUV     yes   $8,006        2      No       0       1
## 571    $8,840   6       z_SUV      no   $2,479        3      No       6       5
## 572   $11,080   6     Minivan     yes       $0        0      No       0       9
## 573    $4,500   4      Pickup      no   $3,919        1      No       1      20
## 574   $15,770   1     Minivan     yes       $0        0      No       0       6
## 575    $7,650   4       z_SUV      no       $0        0     Yes       0       8
## 576   $10,080   1       z_SUV      no       $0        0      No       0      10
## 577   $19,210  10         Van     yes       $0        0      No       0       7
## 578   $15,720  13     Minivan     yes       $0        0      No       3      11
## 579   $36,080   1     Minivan      no       $0        0      No       3       8
## 580   $24,790   6       z_SUV      no       $0        0      No       1      17
## 581   $14,170   4       z_SUV      no   $9,785        2      No       0       1
## 582   $18,350  14       z_SUV      no       $0        0      No       0       6
## 583   $14,080   4     Minivan      no       $0        0      No       0       1
## 584    $8,840  10     Minivan      no       $0        0      No       0      13
## 585   $33,490  11       z_SUV      no       $0        0      No       0      19
## 586    $6,380   1       z_SUV      no   $7,223        1      No       4       1
## 587    $7,580  16      Pickup      no       $0        0      No       0      12
## 588    $9,430  18     Minivan      no       $0        0      No       0       7
## 589    $3,320   1  Sports Car      no       $0        0      No       0       2
## 590   $11,070   1       z_SUV      no       $0        0      No       1      10
## 591    $9,230   4     Minivan      no       $0        0      No       0       1
## 592    $5,600  16  Sports Car      no   $4,263        3      No       0      17
## 593   $18,870   4      Pickup      no   $5,581        2      No       7       1
## 594    $1,500   6     Minivan     yes       $0        0     Yes       4       5
## 595    $5,900   7       z_SUV      no       $0        0      No       0       9
## 596   $16,340   6     Minivan      no       $0        0      No       0       6
## 597   $38,910   6     Minivan     yes       $0        0      No       1       1
## 598   $29,040   4     Minivan      no       $0        0      No       0      14
## 599    $6,000   4       z_SUV      no       $0        0      No       0      11
## 600   $13,620  10      Pickup      no       $0        0      No       0      15
## 601   $15,520   7     Minivan      no       $0        0      No       0      19
## 602    $2,680   6  Sports Car      no       $0        0      No       0      21
## 603   $13,150   4     Minivan     yes       $0        0      No       0       1
## 604   $13,860  10     Minivan      no   $6,474        2      No       3       1
## 605   $14,830   5     Minivan     yes       $0        0      No       2       4
## 606   $15,810  10       z_SUV      no   $9,718        3     Yes       2       9
## 607   $15,040   4  Sports Car      no       $0        0      No       0      16
## 608   $16,990   7         Van     yes       $0        0      No       4      11
## 609   $16,090   3       z_SUV      no   $2,982        3      No       2      12
## 610    $6,480   4       z_SUV      no   $9,773        2      No       1       5
## 611    $9,540   6      Pickup     yes       $0        0      No       4      NA
## 612   $25,980   6      Pickup      no       $0        0      No       2      13
## 613   $27,170   7     Minivan      no       $0        0      No       1       7
## 614   $18,020   9         Van     yes       $0        0      No       0      10
## 615   $13,010   6     Minivan     yes   $1,402        1      No       6      12
## 616    $8,130   6      Pickup     yes   $5,398        1      No       3       1
## 617   $28,060   7     Minivan      no       $0        0      No       1       8
## 618   $12,870  10  Sports Car      no   $5,982        2      No       2      10
## 619    $5,600   1       z_SUV      no       $0        0      No       0      19
## 620   $13,740   7       z_SUV      no       $0        0      No       1       9
## 621   $18,040  13      Pickup      no       $0        0      No       0      12
## 622   $28,840  10     Minivan      no   $3,826        3      No       2       8
## 623   $29,790  10     Minivan      no   $9,197        2      No       1       1
## 624   $13,910   1       z_SUV      no       $0        0     Yes       0       1
## 625   $22,680   1 Panel Truck     yes   $1,712        4      No       2      15
## 626   $17,270   1  Sports Car      no  $17,691        1     Yes       6       1
## 627   $11,570   7      Pickup     yes   $3,546        1      No       5       1
## 628   $33,880   9 Panel Truck     yes   $6,822        2      No       3       9
## 629   $20,130  12       z_SUV      no       $0        0      No       0       6
## 630   $20,500   1         Van     yes       $0        0      No       0       1
## 631    $4,500   7      Pickup      no   $5,575        2      No       2      10
## 632   $20,910   1      Pickup      no  $10,147        1      No       4      11
## 633    $7,200   1      Pickup     yes  $10,265        1      No       1      13
## 634   $19,930  14         Van     yes       $0        0      No       0       1
## 635    $5,850  10      Pickup      no  $31,401        3     Yes       1       1
## 636   $15,030   1     Minivan     yes       $0        0      No       1      16
## 637    $9,210   4       z_SUV      no       $0        0      No       2      16
## 638   $16,940   3         Van      no  $32,115        1      No       0      11
## 639   $24,590   1     Minivan      no  $33,218        3      No       0       7
## 640    $8,230   1       z_SUV      no       $0        0      No       1      14
## 641   $21,340  11     Minivan      no       $0        0      No       0      12
## 642   $11,300  11       z_SUV      no       $0        0      No       0      10
## 643    $8,590   4       z_SUV      no   $1,278        2      No       6      NA
## 644   $11,750   1      Pickup     yes   $6,281        2      No       1       5
## 645   $21,220   7      Pickup      no   $8,295        2      No       2      17
## 646   $26,780   4     Minivan      no       $0        0      No       1      18
## 647    $7,990   6      Pickup      no   $4,748        3      No       1       4
## 648   $12,390   6       z_SUV      no   $6,668        1      No       4      19
## 649   $22,210   1       z_SUV      no   $6,632        2      No       0      10
## 650   $32,020   1     Minivan      no  $37,066        2     Yes       0      22
## 651   $18,150   1     Minivan      no       $0        0      No       0       8
## 652    $9,160  17     Minivan      no       $0        0     Yes       2       9
## 653    $1,500  13       z_SUV      no       $0        0      No       1       8
## 654    $8,730   3     Minivan      no   $3,979        1      No       7       1
## 655   $11,780   1       z_SUV      no   $7,822        3      No       0       1
## 656   $11,370   1       z_SUV      no       $0        0      No       5      13
## 657   $15,330  10     Minivan     yes       $0        0      No       1       1
## 658   $21,960   7         Van     yes       $0        0      No       0       1
## 659   $24,390   4 Panel Truck      no  $10,421        3      No       0      18
## 660   $12,990   6     Minivan     yes       $0        0      No       4      13
## 661   $14,880  10       z_SUV      no       $0        0     Yes       1       6
## 662   $12,160   1      Pickup      no   $3,211        1      No       7      15
## 663   $26,910  10 Panel Truck     yes       $0        0      No       2      16
## 664    $8,050   1       z_SUV      no   $9,231        3      No       0       1
## 665    $5,730   1       z_SUV      no       $0        0     Yes       0      11
## 666   $17,130   6      Pickup      no       $0        0      No       0       6
## 667   $10,480  13       z_SUV      no       $0        0      No       2       1
## 668    $7,100   4       z_SUV      no       $0        0      No       0      NA
## 669   $27,820   6      Pickup      no       $0        0      No       1      12
## 670   $14,640   1     Minivan     yes       $0        0      No       0       9
## 671    $5,100   4       z_SUV      no       $0        0      No       0       6
## 672    $7,470   1      Pickup     yes       $0        0      No       0       1
## 673   $12,130   1       z_SUV      no       $0        0      No       3      17
## 674   $12,680   3     Minivan     yes  $49,131        1     Yes       0       7
## 675   $11,750   4       z_SUV      no       $0        0      No       0      NA
## 676    $9,430  13       z_SUV      no       $0        0      No       0      NA
## 677   $16,570   6         Van     yes       $0        0     Yes       1       8
## 678    $9,180   1       z_SUV      no   $2,933        2      No       8       1
## 679   $24,010   1     Minivan      no   $4,426        2      No       3       5
## 680   $20,530   3     Minivan      no       $0        0      No       0      14
## 681    $6,800   1       z_SUV      no       $0        0      No       2      16
## 682   $23,370   1      Pickup      no       $0        0     Yes       0      NA
## 683   $18,370   7         Van     yes       $0        0      No       1       8
## 684   $13,500   1     Minivan      no       $0        0      No       1      11
## 685    $1,500   4     Minivan     yes       $0        0      No       0      NA
## 686   $15,140  22       z_SUV      no   $8,431        1      No       4       7
## 687   $19,170   1       z_SUV      no       $0        0      No       0       7
## 688   $25,280   1      Pickup      no       $0        0     Yes       2      13
## 689   $24,490  10      Pickup      no   $2,974        1      No       0       7
## 690   $12,360   4       z_SUV      no       $0        0      No       0       1
## 691   $25,850   4 Panel Truck     yes       $0        0      No       0       5
## 692    $2,190   1       z_SUV     yes  $11,226        1      No       4       9
## 693   $14,090   6       z_SUV      no       $0        0      No       2      14
## 694   $27,370   6 Panel Truck      no       $0        0      No       0       7
## 695    $1,500   1  Sports Car      no       $0        0      No       0       7
## 696    $2,220   4       z_SUV      no  $26,871        1     Yes       2      12
## 697   $12,330   1     Minivan     yes       $0        0      No       1       1
## 698   $13,660   6     Minivan      no       $0        0      No       2      26
## 699   $16,010   9     Minivan      no       $0        0      No       0       1
## 700   $28,140   1     Minivan      no   $4,992        2      No       6      11
## 701   $14,370  13     Minivan     yes   $2,928        2      No       4       9
## 702   $15,550   6     Minivan      no       $0        0      No       2       1
## 703    $6,880   1      Pickup     yes       $0        0      No       0       7
## 704   $14,370  10       z_SUV      no   $8,466        4      No       4       9
## 705   $14,110   9     Minivan     yes       $0        0      No       1      12
## 706   $24,430   1     Minivan      no  $43,170        2      No       6      16
## 707   $20,320   7         Van     yes       $0        0      No       0      16
## 708    $4,600   6       z_SUV      no       $0        0     Yes       0      11
## 709    $5,550   4  Sports Car      no       $0        0      No       1      16
## 710    $3,050  10       z_SUV      no       $0        0      No       0       1
## 711   $11,710   1      Pickup     yes       $0        0      No       1       1
## 712   $11,480   1      Pickup     yes       $0        0      No       0      11
## 713   $17,600   4         Van      no  $16,545        1     Yes       2       4
## 714   $21,530   7     Minivan      no       $0        0      No       0      17
## 715   $11,660   6     Minivan      no       $0        0      No       0      10
## 716   $13,270   1     Minivan      no       $0        0      No       0      14
## 717    $5,000   6  Sports Car      no       $0        0      No       2       1
## 718   $28,930   6 Panel Truck     yes       $0        0      No       3      22
## 719    $6,420   1      Pickup     yes   $1,368        2      No       1      15
## 720    $6,500   1  Sports Car      no   $6,913        3      No       2      10
## 721   $11,570   6       z_SUV      no   $8,190        2      No       5      23
## 722   $12,300   6       z_SUV      no       $0        0      No       0       5
## 723   $18,130  11         Van     yes   $6,494        2      No       0      15
## 724   $27,520   7      Pickup      no  $35,585        2     Yes       0      18
## 725   $13,220   1       z_SUV      no   $6,712        1      No       0       1
## 726   $26,000   1     Minivan      no       $0        0      No       3      18
## 727   $22,260   1     Minivan      no   $5,290        1      No       6       6
## 728   $20,990   4         Van     yes       $0        0      No       0       1
## 729   $16,090   2  Sports Car      no       $0        0      No       0      19
## 730   $20,010   4     Minivan      no       $0        0      No       3       8
## 731   $13,840   6     Minivan     yes  $10,310        1      No       3       1
## 732   $19,380  11         Van     yes   $8,730        2      No       0      21
## 733   $22,500  11     Minivan      no       $0        0      No       0       5
## 734   $23,910  13 Panel Truck     yes       $0        0      No       1       9
## 735   $20,870   9       z_SUV      no   $1,994        2      No       3      15
## 736    $1,500   4     Minivan     yes       $0        0      No       2      17
## 737   $14,350   1     Minivan     yes       $0        0      No       1      12
## 738   $19,220   4       z_SUV      no  $12,204        1      No       0      17
## 739    $5,600  10       z_SUV      no       $0        0      No       3      21
## 740   $20,470   6       z_SUV      no       $0        0      No       0      16
## 741   $14,820   6     Minivan     yes   $5,007        3      No       5      11
## 742   $36,390   6 Panel Truck     yes       $0        0      No       1      13
## 743   $36,690   1         Van      no       $0        0      No       1      16
## 744   $12,620   1     Minivan     yes  $30,001        2     Yes       5      13
## 745   $16,460  17         Van      no   $5,545        2      No       2      NA
## 746   $18,050   6         Van      no       $0        0      No       1       1
## 747    $8,690  10       z_SUV      no       $0        0      No       0      10
## 748   $10,580   1      Pickup     yes       $0        0      No       1       1
## 749   $24,440   4 Panel Truck     yes   $5,818        1      No       1      17
## 750    $5,370   1       z_SUV      no       $0        0      No       6       1
## 751   $18,980  10       z_SUV      no       $0        0      No       0       1
## 752    $6,690  11       z_SUV      no       $0        0     Yes       0       1
## 753   $13,120   4       z_SUV      no       $0        0      No       3       1
## 754   $15,890  10       z_SUV      no       $0        0      No       0      11
## 755   $15,790   4     Minivan     yes       $0        0      No       0      NA
## 756    $6,400   3       z_SUV      no       $0        0      No       5       9
## 757    $5,300   1       z_SUV      no       $0        0      No       0       8
## 758   $28,510   4 Panel Truck     yes       $0        0     Yes       0      20
## 759   $12,520   9       z_SUV      no   $8,533        1     Yes       7      12
## 760   $19,670   6         Van     yes       $0        0      No       0       8
## 761   $33,010   6      Pickup     yes       $0        0      No       0      20
## 762   $37,580   9     Minivan      no       $0        0      No       0       1
## 763   $22,520  20         Van      no   $3,753        1      No       2       6
## 764   $10,710   1     Minivan      no   $3,647        2      No       2       6
## 765   $30,280  10     Minivan     yes       $0        0     Yes       2      11
## 766   $12,470  10     Minivan     yes   $9,237        2      No       2       5
## 767   $24,530   1       z_SUV      no       $0        0      No       0      14
## 768   $13,890   4     Minivan      no  $15,849        1     Yes       0      10
## 769   $13,840   6       z_SUV      no       $0        0      No       0       1
## 770    $4,800   1       z_SUV      no       $0        0      No       0       1
## 771   $14,890  12       z_SUV      no       $0        0     Yes       0      14
## 772   $14,740   1     Minivan      no   $5,519        1      No       4      15
## 773   $18,390  11     Minivan     yes       $0        0      No       1      21
## 774   $15,080   7     Minivan      no       $0        0      No       3      10
## 775   $20,350   1         Van     yes       $0        0      No       0       8
## 776    $5,600   1     Minivan      no  $41,669        3     Yes       1       1
## 777    $5,960   7      Pickup     yes       $0        0     Yes       1      17
## 778   $10,120   1       z_SUV      no   $3,928        2      No       1       8
## 779    $4,000   1     Minivan     yes   $4,920        1      No       3       1
## 780    $6,300   1       z_SUV      no       $0        0     Yes       0      12
## 781   $15,500   1     Minivan     yes   $6,826        2      No       7       1
## 782   $11,710   4  Sports Car      no       $0        0      No       0      11
## 783   $24,950   1 Panel Truck      no       $0        0      No       0      13
## 784    $6,400   6     Minivan      no       $0        0      No       0       6
## 785   $26,520   7  Sports Car      no       $0        0      No       0      13
## 786   $26,710  17      Pickup      no       $0        0      No       0       7
## 787   $20,160   1     Minivan      no   $7,888        2      No       0       1
## 788    $9,210  10      Pickup      no       $0        0      No       0       7
## 789    $9,420   6  Sports Car      no   $5,858        2      No       2       1
## 790   $11,830   4       z_SUV      no   $7,645        2      No       1       1
## 791   $17,940   6     Minivan      no       $0        0      No       0      10
## 792    $3,900  14     Minivan     yes       $0        0      No       3       6
## 793   $25,750   1       z_SUV      no   $7,637        2      No       3       9
## 794   $15,950   7     Minivan      no       $0        0      No       0      15
## 795    $6,520   3      Pickup     yes       $0        0      No       5       1
## 796   $11,370   1  Sports Car      no       $0        0      No       4       5
## 797   $28,400   7     Minivan      no       $0        0      No       0       8
## 798   $16,830   6       z_SUV      no       $0        0      No       0      13
## 799   $31,370   1 Panel Truck     yes       $0        0      No       0      20
## 800   $14,830   6     Minivan     yes       $0        0      No       0      16
## 801   $16,820   4         Van     yes       $0        0      No       0      12
## 802   $38,340   4 Panel Truck      no       $0        0      No       0      16
## 803   $22,150  15       z_SUV      no   $3,790        2      No       0       6
## 804   $12,410   1       z_SUV      no       $0        0      No       0      14
## 805   $11,550  10      Pickup     yes       $0        0      No       0       9
## 806    $6,400   4       z_SUV      no       $0        0      No       3      11
## 807   $17,370   1         Van      no   $7,081        3      No       0       9
## 808   $12,770   1     Minivan     yes       $0        0      No       0       1
## 809   $28,250   4  Sports Car     yes       $0        0      No       0       1
## 810    $8,700   4       z_SUV      no       $0        0      No       0       1
## 811   $24,510   1     Minivan      no       $0        0      No       0      14
## 812   $18,400   6         Van      no       $0        0      No       1       2
## 813   $19,960  10       z_SUV      no       $0        0      No       0      12
## 814    $7,930  11       z_SUV      no   $2,772        2      No       3      17
## 815   $13,450  11  Sports Car      no  $30,094        4     Yes       1       4
## 816   $12,710  10     Minivan      no       $0        0      No       0       6
## 817    $7,210   4       z_SUV      no       $0        0      No       0       8
## 818   $16,870  11         Van     yes       $0        0      No       0      14
## 819   $20,590   1      Pickup      no       $0        0      No       5      13
## 820   $33,400   6     Minivan      no       $0        0      No       1      10
## 821    $8,550   4      Pickup     yes  $28,274        2      No       0      11
## 822   $21,030   4     Minivan     yes   $8,657        2      No       2      12
## 823   $21,130  13     Minivan      no       $0        0      No       0      12
## 824   $27,040  10       z_SUV      no   $2,080        1      No       3       6
## 825   $41,180   1     Minivan      no       $0        0      No       0      16
## 826   $30,580   1  Sports Car      no       $0        0      No       0      17
## 827    $5,480   1      Pickup     yes   $2,904        2      No       1       1
## 828    $4,700   4     Minivan     yes       $0        0      No       0       8
## 829   $23,340   9      Pickup      no       $0        0      No       5      22
## 830    $5,540   4  Sports Car      no       $0        0     Yes       1       1
## 831   $19,720   4       z_SUV      no       $0        0     Yes       3      13
## 832   $13,050   6  Sports Car      no  $45,337        1     Yes       3      18
## 833   $38,120   1 Panel Truck      no       $0        0      No       2      16
## 834   $13,210  10       z_SUV      no       $0        0      No       2      10
## 835   $25,520  10 Panel Truck      no       $0        0      No       1      14
## 836    $6,500   1      Pickup      no       $0        0      No       3      16
## 837    $7,820  17       z_SUV      no   $8,752        2      No       0       1
## 838   $21,950   1         Van      no   $5,477        3      No       4       9
## 839   $14,300  10     Minivan     yes       $0        0     Yes       0      11
## 840   $28,670   1 Panel Truck     yes       $0        0      No       1      17
## 841   $11,750   7  Sports Car      no       $0        0      No       3      NA
## 842   $11,740   1      Pickup      no       $0        0      No       1      20
## 843   $22,420   4         Van     yes       $0        0      No       0       1
## 844   $15,480   6       z_SUV      no       $0        0      No       0      14
## 845    $6,200   1      Pickup     yes   $9,136        4      No       2       4
## 846    $1,500   1       z_SUV      no   $3,165        3      No       1       6
## 847   $13,790   1       z_SUV      no       $0        0      No       0       1
## 848   $15,520  10     Minivan     yes       $0        0      No       0      11
## 849    $6,610   1      Pickup     yes   $3,825        2     Yes       1       1
## 850   $19,750   9         Van      no       $0        0      No       0       7
## 851   $13,030   6     Minivan      no   $1,699        1      No       6       7
## 852   $10,190   6     Minivan      no       $0        0      No       0      16
## 853   $18,820   1         Van      no       $0        0      No       0       6
## 854   $20,320   6       z_SUV      no       $0        0      No       5      13
## 855    $5,700   6       z_SUV      no   $1,775        1      No       2       9
## 856   $10,500   1       z_SUV      no       $0        0      No       3       1
## 857    $6,720   1      Pickup      no   $3,029        2      No       0      NA
## 858   $11,710   9      Pickup     yes       $0        0      No       0      11
## 859   $15,200   1     Minivan     yes       $0        0      No       0       1
## 860   $10,750   1       z_SUV      no       $0        0      No       3      16
## 861   $21,230   6         Van     yes       $0        0     Yes       1      18
## 862   $11,810   1       z_SUV     yes       $0        0      No       0      15
## 863   $19,200  14       z_SUV      no   $5,184        2      No       4       7
## 864   $33,640   4 Panel Truck      no  $37,876        2      No       0      14
## 865   $14,500   1       z_SUV      no   $9,063        3      No       6       9
## 866   $24,510   4     Minivan      no       $0        0      No       0       9
## 867   $13,410   7       z_SUV      no       $0        0      No       1       8
## 868   $20,150   4      Pickup      no       $0        0      No       1       1
## 869   $17,220   4  Sports Car      no       $0        0      No       1      14
## 870    $2,330  10  Sports Car      no       $0        0      No       4       7
## 871   $15,570  19       z_SUV      no       $0        0      No       3      16
## 872   $31,830   1     Minivan      no       $0        0      No       0      11
## 873    $6,500   1      Pickup      no   $6,657        2      No       3      16
## 874   $13,130   6  Sports Car      no       $0        0      No       1      13
## 875   $28,710   4     Minivan      no       $0        0      No       0       8
## 876    $1,500   4       z_SUV      no   $1,015        2      No       0       4
## 877   $28,610   6     Minivan      no   $6,936        2      No       2       1
## 878   $23,060   1 Panel Truck      no       $0        0      No       3       6
## 879    $3,600  10     Minivan     yes   $3,231        3      No       7       1
## 880   $16,840   1       z_SUV      no       $0        0      No       0       1
## 881   $17,520   9       z_SUV      no   $7,665        4      No       2      19
## 882   $20,640   6     Minivan      no       $0        0      No       0      12
## 883   $11,830   1      Pickup      no       $0        0      No       2       1
## 884   $19,580   6         Van      no       $0        0     Yes       0      17
## 885    $9,480   4  Sports Car      no       $0        0      No       1      NA
## 886   $21,520  11      Pickup      no   $4,082        2      No       4      17
## 887   $12,030   1  Sports Car      no       $0        0      No       1      12
## 888   $12,260   7     Minivan      no   $3,134        1      No       3      11
## 889   $16,390  11       z_SUV      no  $34,941        2      No       0       6
## 890    $4,500   1      Pickup      no     $754        1      No       0       7
## 891   $17,530   1     Minivan      no       $0        0     Yes       1      13
## 892   $18,050   3         Van      no  $46,625        3      No       4       1
## 893    $6,890   1  Sports Car      no  $36,000        4     Yes       1      NA
## 894   $14,910  10       z_SUV      no       $0        0      No       1      12
## 895   $11,330   4  Sports Car      no  $35,165        3     Yes       7       4
## 896   $36,420   6 Panel Truck     yes   $2,602        2      No       3       8
## 897   $25,940  10       z_SUV      no       $0        0      No       0       6
## 898   $17,970  10       z_SUV      no       $0        0      No       0       1
## 899   $38,940   1         Van      no       $0        0      No       3      20
## 900   $18,130   3         Van     yes       $0        0      No       2      10
## 901   $23,750   5  Sports Car      no       $0        0      No       4      NA
## 902    $7,900   6  Sports Car     yes  $23,432        2     Yes       9       8
## 903    $5,000   6  Sports Car      no   $4,477        1      No       0      13
## 904   $14,010  10     Minivan     yes       $0        0     Yes       0      18
## 905   $17,200   1         Van      no   $6,739        2      No       5      20
## 906    $6,720   1  Sports Car      no  $52,445        3     Yes       5       6
## 907    $6,100   1     Minivan     yes       $0        0      No       0      15
## 908   $20,570   4         Van      no       $0        0      No       5       5
## 909   $23,630   1     Minivan      no  $10,612        3      No       2       8
## 910   $12,850   7      Pickup     yes       $0        0      No       0      11
## 911    $7,730  10     Minivan     yes   $8,091        2      No       4       1
## 912   $14,590   1     Minivan     yes  $42,820        2     Yes       7       9
## 913   $16,150   1     Minivan      no   $5,618        1      No       8       9
## 914   $31,120   1     Minivan      no       $0        0      No       0      NA
## 915   $10,450   4  Sports Car      no       $0        0      No       0      19
## 916   $20,280   4         Van     yes       $0        0      No       1      14
## 917   $26,780   7     Minivan      no       $0        0      No       0      12
## 918    $8,870   3  Sports Car      no       $0        0     Yes       6      11
## 919    $6,820  10       z_SUV      no       $0        0      No       0       1
## 920    $8,620   6       z_SUV      no   $5,399        2      No       4       1
## 921   $22,660   3 Panel Truck     yes   $1,371        1      No       5       7
## 922    $1,500   1     Minivan     yes  $23,756        2     Yes       3       6
## 923   $24,750   4 Panel Truck     yes       $0        0      No       0      17
## 924   $15,730   3     Minivan     yes       $0        0      No       3       5
## 925   $10,440   1       z_SUV      no       $0        0      No       0       9
## 926   $22,690  10 Panel Truck      no   $4,940        2      No       3       8
## 927   $24,740   6      Pickup      no       $0        0      No       2      14
## 928    $6,000  17  Sports Car      no  $52,068        1      No       4      20
## 929   $13,000   6     Minivan     yes       $0        0      No       1       7
## 930   $14,610   7     Minivan     yes       $0        0      No       0       1
## 931   $28,540  10      Pickup      no       $0        0      No       4      10
## 932    $6,200  10      Pickup      no       $0        0      No       2       9
## 933   $13,250   9       z_SUV      no       $0        0     Yes       0       1
## 934   $12,770   7     Minivan      no       $0        0      No       0       1
## 935   $14,750  13     Minivan     yes       $0        0      No       0      21
## 936   $14,460  10       z_SUV      no   $5,903        3      No       0       8
## 937    $8,700   6      Pickup      no  $33,030        2     Yes       0       1
## 938   $21,330   4         Van      no   $5,632        3      No       5      18
## 939   $16,780   4       z_SUV      no       $0        0      No       1      15
## 940   $26,890   1      Pickup      no       $0        0      No       3      10
## 941    $9,220   3       z_SUV      no   $2,657        2      No       0       7
## 942    $6,000   1     Minivan     yes       $0        0      No       0       1
## 943    $8,080   1      Pickup      no     $969        2      No       3       7
## 944   $15,670  12       z_SUV      no  $30,571        3     Yes       0       9
## 945   $27,310   4     Minivan      no       $0        0      No       0      16
## 946   $16,210  17       z_SUV      no       $0        0      No       1       6
## 947   $10,740  10       z_SUV      no       $0        0      No       1      13
## 948   $23,420   8  Sports Car      no   $5,115        1      No       0       1
## 949    $5,850   1      Pickup     yes  $12,269        1     Yes       0      12
## 950   $12,000   7       z_SUV      no   $7,611        1      No       3       5
## 951   $44,270  13         Van      no       $0        0      No       4       9
## 952   $21,880   6      Pickup      no   $6,120        2      No       6      18
## 953   $15,080   6     Minivan      no   $9,575        1      No       5       6
## 954    $8,590   6  Sports Car      no   $3,175        2      No       4      10
## 955   $35,570  10         Van      no       $0        0      No       1      10
## 956    $8,930   7       z_SUV      no   $5,289        1      No       4       1
## 957   $11,230   7       z_SUV      no       $0        0      No       0       1
## 958    $4,340   4       z_SUV      no  $39,168        2     Yes       4       1
## 959   $32,730   1 Panel Truck     yes   $7,558        3      No       5       1
## 960   $12,890   4     Minivan      no   $1,946        4      No       1      15
## 961   $23,740  12 Panel Truck     yes       $0        0      No       1       9
## 962    $5,330   1      Pickup      no  $17,857        1     Yes      10       1
## 963   $15,670   3  Sports Car      no   $7,864        3      No       2       9
## 964   $10,970   4      Pickup     yes       $0        0      No       0       1
## 965   $21,380   4     Minivan      no       $0        0      No       0       9
## 966   $31,980   3     Minivan      no       $0        0     Yes       0       1
## 967   $16,970   9         Van     yes       $0        0      No       0      13
## 968   $14,060   1     Minivan     yes  $24,930        2      No      10       5
## 969   $12,100   1     Minivan      no   $3,558        3      No       1      13
## 970    $9,960   1       z_SUV      no   $4,646        2      No       9       1
## 971   $10,320   6      Pickup     yes   $4,716        1      No       0      12
## 972   $21,580   1      Pickup      no       $0        0      No       1       6
## 973    $9,540   7       z_SUV      no   $9,925        2      No       7      NA
## 974   $36,000   1      Pickup      no       $0        0     Yes       0       6
## 975   $16,930  11     Minivan     yes  $30,944        2      No       3       7
## 976    $9,330   6       z_SUV      no       $0        0      No       2      11
## 977   $27,700   7  Sports Car      no       $0        0      No       1      12
## 978   $33,500   1 Panel Truck      no       $0        0     Yes       2      20
## 979    $9,970   7      Pickup     yes       $0        0      No       0       1
## 980   $14,580   6       z_SUV      no  $25,433        3     Yes       1       9
## 981   $27,660   6      Pickup      no       $0        0      No       0       1
## 982   $34,730   6 Panel Truck      no   $3,019        2      No       1      17
## 983   $13,900   1     Minivan     yes       $0        0      No       0      16
## 984   $28,700   1 Panel Truck      no   $5,476        1      No       2       1
## 985   $23,450   7 Panel Truck     yes  $20,060        1     Yes       2       1
## 986   $10,570   6      Pickup      no       $0        0      No       0       1
## 987   $11,800   1      Pickup      no   $3,118        2      No       1       1
## 988   $13,050   1       z_SUV      no       $0        0      No       0       7
## 989    $7,290  11      Pickup      no   $7,166        2      No       6       1
## 990    $8,240   1       z_SUV      no       $0        0      No       1       8
## 991    $5,400   1      Pickup     yes   $7,940        3      No       4      15
## 992   $25,840   9 Panel Truck     yes       $0        0      No       2      11
## 993   $11,250   1       z_SUV      no     $565        3      No       1      10
## 994    $8,180   7      Pickup      no       $0        0      No       1      12
## 995    $7,760   4       z_SUV      no       $0        0      No       0       1
## 996    $4,070   1       z_SUV      no       $0        0      No       0       6
## 997   $15,970   6       z_SUV      no       $0        0     Yes       2      13
## 998   $26,650   1     Minivan      no       $0        0      No       0      15
## 999   $17,840   1       z_SUV      no       $0        0      No       3      18
## 1000  $14,340   4       z_SUV      no       $0        0      No       0      10
## 1001  $10,040   1  Sports Car      no       $0        0      No       1       8
## 1002  $15,930   1     Minivan      no       $0        0      No       0      17
## 1003  $34,260   1         Van      no   $3,783        4      No       4      NA
## 1004  $28,200   4     Minivan      no   $1,686        2      No       0       1
## 1005  $25,370   4 Panel Truck      no   $3,176        1      No       1       5
## 1006  $21,100  13     Minivan      no       $0        0     Yes       3       7
## 1007  $15,650   3       z_SUV     yes   $6,485        3      No       0      NA
## 1008   $2,750   1     Minivan     yes       $0        0     Yes       1       1
## 1009  $13,930   7       z_SUV      no       $0        0      No       0       7
## 1010   $6,980  11      Pickup     yes       $0        0     Yes       0      15
## 1011  $25,160  14     Minivan     yes       $0        0      No       0       1
## 1012  $13,140   1     Minivan     yes   $2,988        2      No       0       5
## 1013  $11,240   7       z_SUV      no   $2,611        2      No       1       5
## 1014  $12,220   1  Sports Car     yes  $25,313        3     Yes       3      NA
## 1015  $15,320   7     Minivan     yes       $0        0      No       0      14
## 1016  $15,590  10     Minivan     yes       $0        0      No       2      18
## 1017  $22,400   4     Minivan      no       $0        0      No       3      12
## 1018  $13,060   3  Sports Car      no   $7,649        1      No       0       7
## 1019  $26,870   6     Minivan      no       $0        0      No       0       1
## 1020  $22,940   4      Pickup      no   $7,247        2      No       4       6
## 1021  $21,620   6         Van     yes       $0        0      No       0       7
## 1022  $10,940   1      Pickup     yes       $0        0      No       0       1
## 1023  $10,830  13       z_SUV      no       $0        0      No       2       5
## 1024   $1,500   1  Sports Car      no  $26,686        1     Yes       1       1
## 1025  $24,940  10     Minivan     yes   $6,088        1      No       3       1
## 1026  $39,720   1 Panel Truck      no       $0        0      No       1      13
## 1027   $5,260   1  Sports Car      no       $0        0      No       0       1
## 1028  $17,140  10     Minivan      no       $0        0      No       2      15
## 1029  $18,980   6       z_SUV      no   $7,890        1      No       2       6
## 1030  $14,160   1     Minivan     yes  $43,052        2     Yes       6       5
## 1031   $7,540   1      Pickup     yes       $0        0      No       2      19
## 1032   $9,220   6      Pickup     yes   $7,575        2      No       3       5
## 1033  $16,830   1      Pickup      no   $3,846        1      No       5       1
## 1034  $15,890  10     Minivan      no       $0        0      No       3      15
## 1035  $37,180   1  Sports Car      no   $1,681        1      No       0      11
## 1036   $9,740   1       z_SUV      no   $5,030        3      No       4       1
## 1037  $19,940   6       z_SUV      no   $5,393        2      No       0       7
## 1038   $1,500   4     Minivan      no   $5,419        1      No       5       6
## 1039  $11,160  13  Sports Car      no       $0        0      No       0      NA
## 1040  $11,580   1      Pickup     yes       $0        0      No       1       9
## 1041   $6,930   3       z_SUV      no       $0        0      No       0      10
## 1042   $7,650   1      Pickup     yes   $6,927        2      No       0      15
## 1043   $1,500  10     Minivan     yes       $0        0      No       7       8
## 1044   $9,960   6     Minivan      no       $0        0      No       3       1
## 1045  $27,760   4     Minivan      no       $0        0      No       1       4
## 1046  $16,730   1         Van     yes       $0        0     Yes       1      18
## 1047  $18,810   6       z_SUV      no   $2,415        1      No       3      10
## 1048   $8,780   6      Pickup      no       $0        0      No       0       1
## 1049  $13,150   1       z_SUV      no   $5,484        1      No       0       1
## 1050  $15,310  13      Pickup      no   $3,655        1      No       0      13
## 1051  $27,460   6 Panel Truck     yes   $1,678        2      No       3       6
## 1052  $23,050  10 Panel Truck      no   $3,777        3      No       1      19
## 1053  $14,060  11       z_SUV      no   $1,300        2      No       6      10
## 1054   $4,790   1      Pickup      no  $37,285        3     Yes       4       7
## 1055  $19,700   5         Van     yes   $7,276        2      No       7      13
## 1056  $24,180  11       z_SUV      no  $11,728        2      No       4       1
## 1057  $27,810  12 Panel Truck      no       $0        0      No       1      14
## 1058  $19,420   1     Minivan      no       $0        0      No       0       5
## 1059   $9,150  13       z_SUV      no   $7,303        2      No       5       7
## 1060   $8,030   6      Pickup     yes       $0        0      No       0       9
## 1061   $7,590   7     Minivan      no   $2,988        1      No       2      14
## 1062   $7,830   1     Minivan     yes   $5,782        3      No       0      13
## 1063   $8,710   1       z_SUV      no       $0        0      No       2       8
## 1064  $20,970   1         Van     yes       $0        0      No       0       1
## 1065  $20,750   1     Minivan     yes   $8,403        1      No       6      10
## 1066   $5,000   7       z_SUV      no       $0        0      No       0       6
## 1067  $12,190   1      Pickup      no       $0        0      No       1       4
## 1068  $11,700   4      Pickup     yes   $7,228        1      No       8       7
## 1069  $11,630   1      Pickup      no       $0        0      No       0       1
## 1070   $1,500   6       z_SUV      no   $3,230        2      No       4       1
## 1071  $19,810   6         Van     yes       $0        0      No       0      12
## 1072  $17,640  10     Minivan     yes       $0        0      No       3      13
## 1073  $14,790  11     Minivan      no   $6,373        1      No       5       1
## 1074  $22,010   1      Pickup      no   $3,226        2      No       5      NA
## 1075   $1,500   1     Minivan     yes       $0        0      No       2      16
## 1076   $3,800   1     Minivan     yes  $30,922        2     Yes       6       1
## 1077  $10,650   1  Sports Car      no   $6,697        3      No       4       4
## 1078  $20,730   6         Van     yes       $0        0      No       2       1
## 1079  $12,540   6     Minivan     yes       $0        0      No       5       8
## 1080   $7,910   1       z_SUV      no   $2,616        4      No       1       1
## 1081   $8,870   7       z_SUV      no       $0        0      No       0       3
## 1082  $12,990   6       z_SUV      no       $0        0      No       0       1
## 1083   $9,180  10     Minivan     yes  $18,289        2      No       6       1
## 1084   $4,120   1  Sports Car      no   $5,833        1      No       0       1
## 1085  $20,250   3         Van      no   $5,040        1      No       0       6
## 1086   $8,370   3       z_SUV      no       $0        0      No       2       4
## 1087   $5,100  11       z_SUV      no       $0        0      No       0       1
## 1088  $19,190   8         Van      no       $0        0      No       0       8
## 1089  $16,880  10       z_SUV      no       $0        0     Yes       0      13
## 1090   $6,960  13      Pickup     yes       $0        0      No       0       8
## 1091   $9,770   6       z_SUV      no       $0        0      No       0      19
## 1092  $18,640   1         Van      no       $0        0      No       2      17
## 1093   $8,000   1  Sports Car      no  $37,129        2     Yes       0       6
## 1094  $16,430  11       z_SUV      no   $9,849        3      No       3      19
## 1095  $10,750   9       z_SUV      no   $7,476        3      No       2       1
## 1096  $12,970  10     Minivan     yes   $8,917        1     Yes       5       1
## 1097   $1,500   9     Minivan     yes   $7,160        3      No       0       1
## 1098  $19,990   4         Van     yes       $0        0      No       0       1
## 1099  $20,720   4      Pickup      no   $1,826        3      No       0      15
## 1100  $12,830   1       z_SUV      no       $0        0      No       0       5
## 1101  $21,080   7       z_SUV      no       $0        0      No       0       5
## 1102  $26,470   7      Pickup      no       $0        0      No       0       1
## 1103   $5,100   1       z_SUV      no       $0        0      No       0       1
## 1104   $7,070   1  Sports Car      no     $982        3      No       1       6
## 1105   $1,500   7       z_SUV      no       $0        0      No       1       8
## 1106   $6,800  10      Pickup     yes       $0        0      No       0       1
## 1107  $23,060  17      Pickup      no   $8,752        3      No       0      18
## 1108  $22,770   4     Minivan      no       $0        0      No       1      16
## 1109  $21,620   7         Van      no   $5,222        1      No       2       1
## 1110  $15,390   1     Minivan     yes       $0        0      No       0       9
## 1111  $25,950   1     Minivan      no   $2,367        1      No       5      10
## 1112   $9,140   6  Sports Car      no   $7,567        1      No       0       1
## 1113   $4,510   1  Sports Car      no  $14,646        1      No       0      NA
## 1114   $6,700  10      Pickup      no   $5,524        2      No       2      16
## 1115   $9,540   1       z_SUV      no       $0        0      No       0       9
## 1116  $14,130   1  Sports Car      no   $6,265        2      No       0       8
## 1117  $12,160  10     Minivan      no       $0        0      No       1       1
## 1118   $9,550   1     Minivan      no       $0        0      No       0       1
## 1119   $5,600  10       z_SUV      no   $1,391        1      No       1       6
## 1120  $14,620   3     Minivan      no       $0        0      No       0      14
## 1121  $17,900   1         Van      no       $0        0      No       0       9
## 1122   $8,640   1       z_SUV      no       $0        0      No       4       1
## 1123   $8,390  10       z_SUV      no       $0        0      No       0       6
## 1124  $42,010   4 Panel Truck     yes   $6,138        1      No       8       8
## 1125  $23,040   1 Panel Truck      no       $0        0      No       3       7
## 1126  $21,660   6         Van      no       $0        0      No       0       1
## 1127  $33,240   6       z_SUV      no       $0        0      No       2      12
## 1128   $8,390   6  Sports Car      no       $0        0      No       4       6
## 1129  $22,310   1         Van     yes   $3,816        3      No       5      15
## 1130  $21,720   1      Pickup      no       $0        0      No       1      15
## 1131  $17,630  10       z_SUV      no       $0        0      No       3      NA
## 1132  $12,100   1     Minivan     yes   $1,738        1      No       0       9
## 1133  $25,990   1     Minivan      no       $0        0     Yes       3      14
## 1134  $10,510   4     Minivan      no       $0        0      No       0      13
## 1135  $16,200   4      Pickup      no       $0        0      No       1       1
## 1136   $5,400   1      Pickup      no   $4,843        3      No       0       1
## 1137  $11,100  14  Sports Car      no   $4,821        3      No       7       1
## 1138  $19,600   4  Sports Car      no   $3,220        3      No       0       7
## 1139  $12,030   1     Minivan     yes       $0        0      No       0      14
## 1140   $6,640   4       z_SUV      no  $17,308        3     Yes       6       1
## 1141  $23,560   6      Pickup      no       $0        0      No       3       9
## 1142   $6,850   6       z_SUV      no       $0        0      No       0       5
## 1143  $13,850   4     Minivan     yes       $0        0      No       3      15
## 1144  $11,630   1       z_SUV      no   $9,624        2      No       6       1
## 1145  $17,170  10     Minivan      no       $0        0      No       2       8
## 1146  $27,910  10 Panel Truck     yes   $4,858        2      No       0       1
## 1147  $35,190   1 Panel Truck     yes       $0        0      No       0      15
## 1148  $17,920   9       z_SUV      no       $0        0      No       1       1
## 1149  $12,710   6     Minivan     yes       $0        0      No       2      14
## 1150   $9,460   7     Minivan     yes       $0        0      No       0      10
## 1151  $22,590   6 Panel Truck      no   $1,799        4      No       2       1
## 1152  $26,200   6 Panel Truck     yes       $0        0      No       0      11
## 1153   $9,830   9      Pickup      no   $1,434        2      No       0       8
## 1154   $8,550   1       z_SUV      no       $0        0      No       0       1
## 1155  $22,040  11     Minivan      no       $0        0      No       0      14
## 1156   $7,810   1  Sports Car      no  $31,379        5     Yes       5       6
## 1157  $24,280   6 Panel Truck     yes       $0        0      No       0      10
## 1158  $32,530   1 Panel Truck     yes       $0        0      No       0      10
## 1159  $21,910   3     Minivan     yes       $0        0      No       0       8
## 1160  $17,930   1  Sports Car      no   $4,037        1      No       0      10
## 1161  $31,110   1       z_SUV      no       $0        0      No       0      13
## 1162  $11,840  10  Sports Car      no  $30,363        2     Yes       0       9
## 1163  $38,210   6     Minivan     yes       $0        0      No       2       1
## 1164   $7,160   3      Pickup     yes       $0        0      No       2       1
## 1165  $15,290  10  Sports Car      no   $1,344        4      No       5      12
## 1166  $26,420   1     Minivan      no   $5,555        3      No       4      10
## 1167  $13,470   6     Minivan      no       $0        0      No       0      11
## 1168  $32,270   7 Panel Truck      no       $0        0     Yes       0      NA
## 1169  $19,880  10       z_SUV      no       $0        0      No       0      NA
## 1170  $11,330  11      Pickup      no   $2,721        4      No       1       1
## 1171  $16,060  10       z_SUV      no   $2,555        3      No       0      13
## 1172  $19,230   7     Minivan      no       $0        0      No       0      20
## 1173   $6,970   4      Pickup     yes  $26,023        1     Yes       4       1
## 1174  $12,400   1     Minivan      no  $19,899        1      No       5       1
## 1175  $15,860  17      Pickup      no       $0        0      No       1      10
## 1176  $11,970   1       z_SUV      no       $0        0      No       2       7
## 1177   $9,040  10  Sports Car      no   $4,905        1      No       4       5
## 1178  $11,570   7      Pickup      no  $11,653        3      No       1       9
## 1179  $10,860   3       z_SUV      no   $7,497        1      No       5       1
## 1180   $6,700  10      Pickup     yes   $5,984        2      No       6      16
## 1181   $8,030   7      Pickup     yes       $0        0      No       0       1
## 1182   $9,400  13       z_SUV      no   $9,642        3      No       2       5
## 1183  $19,830   4         Van     yes       $0        0      No       3      18
## 1184  $23,870   7       z_SUV      no   $5,971        5      No       0      13
## 1185  $11,530   1  Sports Car      no       $0        0      No       2       1
## 1186  $17,760   6         Van     yes  $29,471        2     Yes       0      18
## 1187  $10,440   3  Sports Car      no   $2,482        2      No       0      15
## 1188  $11,530   1       z_SUV      no   $8,837        1      No       2      NA
## 1189  $10,650   1      Pickup      no       $0        0     Yes       0      15
## 1190  $18,750   1         Van     yes       $0        0      No       4       1
## 1191   $9,480   9      Pickup     yes   $6,937        2      No       5       1
## 1192   $5,390   6  Sports Car      no       $0        0      No       1      16
## 1193  $18,240   4         Van     yes       $0        0      No       0      12
## 1194  $31,140   7 Panel Truck      no       $0        0      No       0       7
## 1195  $14,920  10       z_SUV      no       $0        0      No       0       7
## 1196  $14,560   6     Minivan     yes       $0        0      No       0       5
## 1197  $14,850   1       z_SUV      no  $35,737        3     Yes       4      17
## 1198  $12,370  10     Minivan      no   $3,373        2      No       1       1
## 1199  $10,270   7       z_SUV      no   $1,108        3      No       5       9
## 1200  $16,610   7       z_SUV      no       $0        0      No       0       7
## 1201   $9,470   4      Pickup      no       $0        0      No       3       6
## 1202  $35,760   4     Minivan      no       $0        0      No       0      17
## 1203  $13,250   4  Sports Car      no       $0        0      No       0      17
## 1204   $4,900   7       z_SUV      no       $0        0      No       0       6
## 1205   $9,600   6      Pickup     yes   $4,111        1      No       0       4
## 1206  $31,540   1 Panel Truck      no       $0        0      No       1      NA
## 1207  $15,990   1     Minivan     yes       $0        0      No       1      12
## 1208   $6,630   1       z_SUV      no   $8,296        1      No       6       1
## 1209  $12,380   1     Minivan      no  $29,865        2      No       0      12
## 1210  $23,030  10       z_SUV      no   $3,441        1      No       0      16
## 1211  $24,710   6  Sports Car      no   $4,346        4      No       5       1
## 1212   $8,930  10  Sports Car      no       $0        0      No       0       1
## 1213  $13,170   6     Minivan     yes       $0        0      No       0       6
## 1214   $6,300  10     Minivan     yes   $7,893        1      No       0      14
## 1215   $7,770   1      Pickup      no  $32,562        1      No       6       5
## 1216  $25,860   6     Minivan      no       $0        0      No       0       1
## 1217  $17,710   4     Minivan      no       $0        0      No       5       8
## 1218  $19,030   1  Sports Car      no   $8,377        2      No       6       7
## 1219  $12,420   4     Minivan     yes       $0        0      No       0       5
## 1220  $16,910   1       z_SUV      no       $0        0      No       0      12
## 1221  $17,850  11  Sports Car     yes  $27,872        2     Yes       9       1
## 1222  $16,580   4         Van      no       $0        0      No       1       1
## 1223  $14,350   7       z_SUV      no       $0        0      No       2      11
## 1224  $12,180   6      Pickup     yes       $0        0      No       1      11
## 1225  $21,340   1     Minivan      no       $0        0      No       1       1
## 1226  $13,610   4     Minivan      no       $0        0      No       3       1
## 1227  $20,590   7         Van     yes   $1,327        2      No       3      13
## 1228   $6,760   1       z_SUV      no   $4,211        1      No       6       1
## 1229  $15,640   1       z_SUV      no   $7,628        2      No       0       8
## 1230  $15,700   1     Minivan      no       $0        0      No       3      17
## 1231  $29,990   1 Panel Truck     yes       $0        0      No       2       1
## 1232   $8,330   1     Minivan      no   $3,730        1      No       2       1
## 1233  $33,150   3 Panel Truck      no       $0        0      No       0       8
## 1234  $19,940   1      Pickup      no       $0        0      No       0      19
## 1235  $16,850   1     Minivan     yes       $0        0      No       0      10
## 1236  $13,520   4       z_SUV      no  $28,386        2     Yes       2       1
## 1237  $26,940  10 Panel Truck     yes  $11,963        4      No       2       1
## 1238   $9,360  13  Sports Car      no   $1,218        2      No       3      10
## 1239  $12,740   1       z_SUV      no       $0        0      No       0       1
## 1240  $14,510  10  Sports Car      no       $0        0      No       0      11
## 1241  $23,490  11      Pickup      no       $0        0      No       2       8
## 1242  $16,310  11       z_SUV      no       $0        0      No       0       1
## 1243  $23,650   6 Panel Truck     yes       $0        0      No       5       9
## 1244  $12,460   1       z_SUV      no       $0        0      No       1       6
## 1245  $14,780   4     Minivan      no       $0        0      No       0       1
## 1246  $29,690   1      Pickup      no       $0        0      No       0      12
## 1247  $16,870   4       z_SUV      no  $11,353        1      No       2       1
## 1248  $27,520   4      Pickup      no       $0        0      No       0       5
## 1249  $22,210   4     Minivan      no       $0        0      No       0       8
## 1250  $18,870   4     Minivan     yes   $3,357        4      No       4      10
## 1251  $13,950   4       z_SUV      no       $0        0      No       1      13
## 1252   $8,330   7       z_SUV      no   $4,891        1      No       0      10
## 1253   $5,700   4  Sports Car      no   $4,761        3      No       1       9
## 1254  $20,600   3         Van      no       $0        0      No       2      18
## 1255  $12,580   6     Minivan      no       $0        0      No       2      11
## 1256  $17,840   1         Van     yes       $0        0      No       0       1
## 1257  $12,350  10       z_SUV      no   $4,931        2      No       4       1
## 1258   $1,500   1  Sports Car      no       $0        0      No       0       9
## 1259  $27,950   6     Minivan      no       $0        0      No       3      13
## 1260  $11,400   7      Pickup     yes       $0        0      No       0      13
## 1261  $16,900   5         Van      no  $37,667        2     Yes       1      13
## 1262  $17,240   3     Minivan     yes       $0        0     Yes       0      16
## 1263  $18,610   1     Minivan      no       $0        0     Yes       0       1
## 1264  $16,320   8       z_SUV      no  $13,518        1      No       4      11
## 1265   $5,700   6       z_SUV      no       $0        0      No       0       1
## 1266  $28,170   4  Sports Car     yes       $0        0     Yes       4      18
## 1267   $8,280  13      Pickup     yes   $7,278        1      No       0       1
## 1268   $8,980   1       z_SUV      no   $4,423        2      No       0      12
## 1269   $3,270   4     Minivan     yes       $0        0     Yes       1      13
## 1270  $12,870  13     Minivan     yes       $0        0      No       1      17
## 1271  $24,560   7       z_SUV      no  $20,778        3     Yes       6       1
## 1272   $5,800   6      Pickup     yes       $0        0      No       4       1
## 1273  $12,030  10      Pickup      no  $29,205        3     Yes       0      13
## 1274  $12,180  10      Pickup      no   $3,252        3      No       4       4
## 1275  $20,610   1     Minivan      no       $0        0      No       0      10
## 1276  $18,420  10         Van     yes       $0        0      No       0      20
## 1277  $15,080   4       z_SUV      no       $0        0      No       0      16
## 1278  $11,680   6      Pickup      no       $0        0      No       0       1
## 1279   $5,730   4       z_SUV      no       $0        0     Yes       2       1
## 1280  $26,890   6     Minivan      no       $0        0      No       0       8
## 1281  $31,700  11         Van      no  $38,683        1     Yes       7      21
## 1282   $5,810  14      Pickup     yes  $10,118        2      No       0       1
## 1283  $15,010   3       z_SUV      no       $0        0      No       1       1
## 1284   $7,000   1       z_SUV      no  $50,111        4     Yes       1      17
## 1285   $9,830   6       z_SUV      no       $0        0      No       0       9
## 1286  $15,870   4     Minivan      no       $0        0      No       2       8
## 1287   $1,500   1       z_SUV      no   $3,278        1      No       3       1
## 1288  $15,460   3       z_SUV      no       $0        0      No       1      12
## 1289  $29,020  15      Pickup      no   $1,348        3      No       6      NA
## 1290  $14,350   1     Minivan     yes   $6,739        3      No       0      14
## 1291  $11,920   6       z_SUV      no       $0        0      No       1       1
## 1292   $5,400  11      Pickup     yes       $0        0      No       1       1
## 1293  $11,900   1     Minivan      no   $6,606        1      No       2      12
## 1294  $15,180  16     Minivan      no       $0        0      No       0      11
## 1295   $7,780  10      Pickup      no       $0        0      No       1      11
## 1296  $37,140   1  Sports Car      no       $0        0      No       0       7
## 1297  $13,190   1     Minivan     yes       $0        0      No       0      14
## 1298   $7,750  25     Minivan      no       $0        0      No       0       1
## 1299   $9,400   6     Minivan     yes       $0        0     Yes       0       6
## 1300  $19,800   4       z_SUV      no       $0        0      No       2      NA
## 1301  $11,270   6       z_SUV      no   $2,189        2      No       5       7
## 1302  $21,070   1     Minivan      no       $0        0      No       0      11
## 1303  $24,730   6 Panel Truck     yes       $0        0      No       0       7
## 1304  $13,950   6       z_SUV      no   $1,150        2      No       3       8
## 1305  $17,700  10         Van      no       $0        0      No       0      12
## 1306  $15,280   1     Minivan      no  $21,014        2     Yes       6      12
## 1307   $7,920   7       z_SUV      no       $0        0      No       0       7
## 1308  $16,710   4     Minivan      no       $0        0      No       0       1
## 1309  $22,490   9      Pickup      no       $0        0      No       0       7
## 1310   $9,330   7       z_SUV      no   $7,037        2      No       5      14
## 1311   $9,830   1       z_SUV      no   $4,582        2      No       5       1
## 1312  $12,410   6       z_SUV      no       $0        0      No       0      14
## 1313   $6,920  11       z_SUV      no       $0        0      No       0       1
## 1314  $21,890   9         Van     yes       $0        0      No       0      15
## 1315  $14,500   1       z_SUV     yes       $0        0      No       0       6
## 1316  $11,290   6  Sports Car      no       $0        0      No       1      14
## 1317  $11,960   1      Pickup     yes   $5,759        2      No       2       8
## 1318  $50,970  11 Panel Truck      no   $6,364        1      No       5      14
## 1319  $10,690   9     Minivan      no   $2,513        3      No       4       8
## 1320  $31,390   1 Panel Truck     yes       $0        0      No       0      14
## 1321  $13,220   4       z_SUV      no       $0        0      No       2      11
## 1322  $16,060   1     Minivan     yes       $0        0      No       0      13
## 1323  $20,900  13       z_SUV      no       $0        0      No       0      18
## 1324   $6,800   6      Pickup     yes  $31,796        3     Yes       0       1
## 1325  $12,360   7       z_SUV      no       $0        0      No       2       1
## 1326   $6,100   1      Pickup     yes       $0        0      No       1      NA
## 1327   $6,900   1       z_SUV      no     $856        1      No       4      13
## 1328  $11,300   4      Pickup      no       $0        0      No       0       8
## 1329   $7,240   6  Sports Car      no       $0        0      No       0      10
## 1330   $7,900   6       z_SUV      no       $0        0     Yes       1      11
## 1331  $15,320   1       z_SUV      no       $0        0      No       2       9
## 1332   $5,800   4       z_SUV      no   $6,755        1      No       1      NA
## 1333   $7,960   1  Sports Car      no       $0        0      No       0       3
## 1334  $22,300   4      Pickup      no       $0        0      No       0      13
## 1335   $9,750   9      Pickup     yes       $0        0      No       2      10
## 1336  $15,180   1     Minivan      no   $2,053        1      No       4      12
## 1337  $20,850   6     Minivan      no   $7,946        1      No       0       1
## 1338   $6,600   4      Pickup      no       $0        0     Yes       1      18
## 1339  $20,960  11         Van      no       $0        0      No       1      13
## 1340  $32,400  19 Panel Truck      no       $0        0      No       0      19
## 1341  $26,080   6     Minivan      no       $0        0      No       1       5
## 1342  $33,220   1     Minivan     yes   $4,678        3      No       2       8
## 1343  $18,990   1         Van     yes  $29,781        3     Yes       0       6
## 1344  $20,450  10       z_SUV      no       $0        0     Yes       2      NA
## 1345  $24,230   1 Panel Truck     yes       $0        0      No       0      10
## 1346  $20,950   6      Pickup      no   $5,737        3      No       9       1
## 1347  $11,740   1       z_SUV      no   $9,883        1      No       3      14
## 1348  $15,070   6     Minivan      no       $0        0      No       0      12
## 1349   $6,500   1       z_SUV      no       $0        0      No       0       7
## 1350  $13,920  11     Minivan     yes   $4,189        3      No       3      11
## 1351   $9,590   1       z_SUV      no       $0        0      No       0      NA
## 1352   $9,530   1       z_SUV      no       $0        0     Yes       0      17
## 1353  $24,950   5      Pickup      no   $4,997        3      No       7       6
## 1354  $19,190   1         Van     yes       $0        0      No       2       9
## 1355  $21,200  10         Van     yes  $38,892        3     Yes       3       5
## 1356  $30,250  10     Minivan     yes       $0        0      No       0      17
## 1357   $5,100   7       z_SUV      no   $4,936        1      No       5       1
## 1358  $12,510  12     Minivan      no       $0        0      No       0       9
## 1359   $7,150  10       z_SUV      no       $0        0      No       2       7
## 1360  $11,580   4       z_SUV      no  $27,127        3      No       1      NA
## 1361  $22,780   1     Minivan     yes       $0        0      No       0       1
## 1362  $14,290   1     Minivan     yes       $0        0      No       2      10
## 1363  $17,570   4     Minivan      no       $0        0      No       2       5
## 1364  $10,240   6       z_SUV      no   $6,706        2      No       3       1
## 1365  $21,720   4       z_SUV      no       $0        0      No       2       1
## 1366  $13,680   7     Minivan      no       $0        0      No       2       1
## 1367  $26,460   6 Panel Truck     yes   $4,755        2      No       3       1
## 1368  $15,000   4  Sports Car      no       $0        0      No       1      14
## 1369   $6,610  10      Pickup      no       $0        0      No       1      NA
## 1370   $6,900   1  Sports Car      no  $15,686        1      No       4      17
## 1371   $7,990   3     Minivan      no       $0        0      No       0       1
## 1372  $22,550   4 Panel Truck      no       $0        0      No       1      10
## 1373  $30,110   6 Panel Truck     yes       $0        0      No       0      13
## 1374  $17,830   1         Van     yes   $4,373        2      No       8       4
## 1375  $16,030   1     Minivan      no       $0        0      No       0       7
## 1376   $9,750  17       z_SUV      no   $6,691        2      No       6       9
## 1377  $10,720   4       z_SUV      no       $0        0     Yes       0      NA
## 1378  $15,570   1     Minivan     yes       $0        0      No       0       6
## 1379  $18,120   4     Minivan      no   $6,801        1      No       3       7
## 1380  $25,290  10       z_SUV      no   $4,653        1      No       0      17
## 1381  $31,780   7     Minivan      no       $0        0      No       0      19
## 1382  $22,200   6         Van      no       $0        0      No       3       8
## 1383  $21,070  10       z_SUV      no       $0        0      No       0      13
## 1384  $11,980   4      Pickup     yes   $7,109        2      No       4       8
## 1385  $15,380   1     Minivan      no   $3,960        4      No       3      10
## 1386   $6,410   1      Pickup     yes  $46,652        2     Yes       1       1
## 1387  $19,540   7     Minivan      no       $0        0      No       1       1
## 1388  $24,630   3 Panel Truck      no   $6,125        2      No       0       8
## 1389  $25,020   7     Minivan     yes  $44,429        3     Yes       7       7
## 1390   $9,650   6      Pickup     yes     $734        1      No       5       4
## 1391  $18,860   6       z_SUV      no  $18,979        1     Yes       6       5
## 1392  $14,880   5     Minivan     yes       $0        0      No       1      14
## 1393  $22,860   4 Panel Truck      no       $0        0      No       0      16
## 1394   $7,800   4       z_SUV      no   $6,330        2      No       5       1
## 1395  $21,130   3  Sports Car      no  $33,223        3      No       0      18
## 1396   $8,960   9       z_SUV      no       $0        0      No       0       1
## 1397  $15,720   1     Minivan     yes       $0        0      No       0      13
## 1398  $29,220   1     Minivan      no   $7,070        1      No       4      10
## 1399   $7,270   1      Pickup     yes       $0        0      No       1      19
## 1400  $13,620   6     Minivan      no       $0        0      No       0      NA
## 1401  $25,080   7      Pickup      no       $0        0      No       0      16
## 1402   $4,700   7       z_SUV      no   $4,196        3      No       0      11
## 1403  $16,920  10         Van      no  $10,264        3      No       4       1
## 1404  $19,410  10      Pickup      no       $0        0     Yes       0      11
## 1405  $14,040   7       z_SUV     yes       $0        0      No       6      17
## 1406   $6,400   4      Pickup      no       $0        0      No       1       9
## 1407   $5,900  10      Pickup     yes       $0        0      No       0       1
## 1408  $11,590   6  Sports Car      no   $4,383        4      No       0      11
## 1409   $7,820  10      Pickup      no       $0        0      No       0      10
## 1410  $14,630   5     Minivan      no   $2,575        3      No       0       9
## 1411  $30,050   1      Pickup      no  $13,182        1     Yes       1       9
## 1412  $25,140   6 Panel Truck     yes       $0        0      No       3       8
## 1413  $15,110  13       z_SUV      no       $0        0      No       2      13
## 1414  $13,270   1     Minivan     yes   $4,740        2      No       5       6
## 1415  $12,620   1       z_SUV     yes  $34,151        2     Yes       3       1
## 1416  $22,450   6      Pickup      no       $0        0      No       0       1
## 1417  $15,720  12     Minivan      no       $0        0      No       0      11
## 1418  $20,420   9         Van     yes  $31,127        2      No       0      13
## 1419  $15,480  10       z_SUV      no   $9,144        1      No       0      12
## 1420   $1,500   1  Sports Car      no       $0        0     Yes       1       6
## 1421   $6,100   1       z_SUV      no       $0        0      No       0       4
## 1422  $28,370  14 Panel Truck      no   $4,558        2      No       8      15
## 1423  $23,270   7     Minivan     yes   $4,567        1      No       5       9
## 1424  $12,940   6  Sports Car      no       $0        0      No       2       1
## 1425  $18,500   7       z_SUV      no       $0        0      No       1      17
## 1426   $9,170   1      Pickup     yes       $0        0      No       0       1
## 1427  $16,490   6         Van     yes       $0        0      No       2      16
## 1428  $14,950   7     Minivan      no       $0        0      No       0       8
## 1429  $16,310   1       z_SUV      no   $6,377        3      No       0       1
## 1430  $20,660   3         Van     yes   $2,299        3      No       5      NA
## 1431   $7,860   4  Sports Car      no   $4,632        1      No       3       1
## 1432  $21,250  13     Minivan      no       $0        0      No       4      11
## 1433  $23,140   4 Panel Truck     yes       $0        0      No       0      13
## 1434  $14,730   3     Minivan     yes       $0        0      No       2       1
## 1435  $19,660   4       z_SUV      no   $4,256        3      No       5      14
## 1436  $10,460   6       z_SUV      no       $0        0      No       0      10
## 1437  $23,360   4     Minivan      no       $0        0      No       0      NA
## 1438  $14,340  11  Sports Car      no       $0        0      No       0       7
## 1439  $24,160   7     Minivan      no       $0        0      No       0       5
## 1440  $26,340   6       z_SUV      no       $0        0     Yes       0       1
## 1441  $27,200   1     Minivan      no       $0        0      No       2      14
## 1442  $17,630   6     Minivan     yes       $0        0      No       0      10
## 1443  $10,980   1      Pickup     yes       $0        0      No       0       8
## 1444  $19,090   7      Pickup      no  $38,774        2     Yes       8      12
## 1445  $15,540   1       z_SUV      no       $0        0      No       0       9
## 1446  $27,590   4  Sports Car      no       $0        0      No       0      14
## 1447   $7,850   6      Pickup      no       $0        0      No       0      NA
## 1448  $26,630  10 Panel Truck      no   $2,521        3      No       3      NA
## 1449  $11,890   1  Sports Car      no       $0        0      No       0       1
## 1450  $20,000   1     Minivan      no       $0        0      No       0      13
## 1451  $16,010   6     Minivan     yes       $0        0      No       1      12
## 1452  $20,700   1         Van     yes       $0        0      No       0       1
## 1453  $15,940   4     Minivan      no  $17,963        1     Yes       0       1
## 1454  $18,840   3     Minivan      no       $0        0      No       1       8
## 1455  $22,070   4         Van     yes       $0        0      No       2      11
## 1456  $12,670   6     Minivan      no   $1,208        1      No       3      15
## 1457  $19,310   4         Van     yes  $27,959        1      No       0       1
## 1458  $12,420   4     Minivan     yes       $0        0      No       3      10
## 1459  $11,110   1      Pickup     yes       $0        0      No       0      14
## 1460  $13,820   1       z_SUV      no       $0        0      No       0       8
## 1461  $33,960   4  Sports Car      no   $1,200        2      No       7       1
## 1462  $18,160   4       z_SUV      no       $0        0      No       0      17
## 1463   $7,030   1      Pickup     yes   $7,373        4      No       4      13
## 1464  $11,880  10       z_SUV      no       $0        0      No       0       9
## 1465  $12,100   8      Pickup     yes   $1,402        3      No       6      15
## 1466  $23,900   6 Panel Truck     yes   $5,946        1      No       2       1
## 1467  $18,940   1       z_SUV      no       $0        0      No       0      NA
## 1468  $11,600   1      Pickup     yes       $0        0      No       1       1
## 1469  $12,730   6     Minivan      no   $1,332        2      No       2       6
## 1470  $30,260   1     Minivan      no       $0        0     Yes       3      13
## 1471  $15,070  10       z_SUV      no   $2,820        3      No       7       5
## 1472  $13,830   4     Minivan      no   $6,556        3      No       0       1
## 1473   $5,300   6      Pickup      no       $0        0      No       0       7
## 1474  $10,250   6       z_SUV      no       $0        0      No       0       7
## 1475  $12,370   1       z_SUV      no   $4,526        1      No       2       8
## 1476  $35,990  10     Minivan      no       $0        0      No       0      17
## 1477  $16,840   1         Van     yes       $0        0      No       0      18
## 1478  $15,250   6     Minivan      no       $0        0      No       0      16
## 1479   $4,100   1       z_SUV      no   $5,262        3      No       2       7
## 1480  $24,510  10 Panel Truck      no       $0        0      No       0      17
## 1481   $1,500   6     Minivan     yes       $0        0      No       2      20
## 1482  $27,620   1 Panel Truck      no       $0        0      No       0       6
## 1483   $6,800   1      Pickup      no       $0        0      No       0       1
## 1484  $11,100   6       z_SUV      no   $5,867        2      No       8      14
## 1485   $6,830   4       z_SUV      no       $0        0      No       0       5
## 1486  $22,030   3     Minivan      no       $0        0      No       4      20
## 1487  $20,410   6     Minivan     yes  $27,758        3      No       2      12
## 1488   $1,500  10       z_SUV      no   $6,715        4      No       0      15
## 1489  $16,390   4     Minivan      no       $0        0      No       0       6
## 1490   $5,900   6       z_SUV      no       $0        0      No       0      15
## 1491  $13,130  11  Sports Car      no       $0        0      No       2       9
## 1492   $5,300   6  Sports Car      no   $2,307        2      No       3       7
## 1493  $20,890  11     Minivan      no       $0        0      No       0       6
## 1494   $9,850  10       z_SUV      no       $0        0     Yes       0       5
## 1495  $28,870   4 Panel Truck      no  $30,791        1     Yes       2       5
## 1496  $13,430   1     Minivan      no       $0        0     Yes       0      14
## 1497  $21,760   7     Minivan      no   $9,533        1     Yes       4      17
## 1498  $21,300   6       z_SUV      no       $0        0      No       1      10
## 1499   $9,360   1      Pickup     yes       $0        0      No       0       5
## 1500  $23,690   1     Minivan      no   $9,633        3      No       8       1
## 1501  $15,250   4       z_SUV      no   $6,391        3      No       4       1
## 1502   $7,300   1       z_SUV      no       $0        0     Yes       4       1
## 1503  $18,780  13         Van     yes       $0        0      No       0      11
## 1504   $7,350   1       z_SUV      no   $1,650        2      No       4      17
## 1505  $25,190   4 Panel Truck      no   $3,110        2      No       2      13
## 1506   $5,700   1       z_SUV      no       $0        0      No       0      14
## 1507  $18,870   4       z_SUV      no   $5,386        1      No       0       4
## 1508  $11,210   4       z_SUV      no   $4,233        2      No       4      11
## 1509  $29,750   6 Panel Truck      no       $0        0      No       0       8
## 1510  $18,870   6     Minivan      no       $0        0      No       0      NA
## 1511   $8,960   1     Minivan      no       $0        0      No       0      NA
## 1512  $17,270  13  Sports Car      no       $0        0      No       0      14
## 1513   $7,420  10       z_SUV      no       $0        0      No       2       6
## 1514  $29,170   6 Panel Truck     yes       $0        0      No       4      NA
## 1515   $8,410   1       z_SUV      no       $0        0      No       2       1
## 1516  $12,450  15       z_SUV      no       $0        0      No       1      11
## 1517   $7,920   7  Sports Car     yes   $1,836        1      No       9       8
## 1518   $5,200   1      Pickup     yes  $48,188        3     Yes       4       7
## 1519  $17,200   1         Van      no       $0        0      No       4       1
## 1520  $12,050   4      Pickup     yes       $0        0      No       1       9
## 1521  $13,540   3       z_SUV      no       $0        0      No       2      14
## 1522   $5,270   1  Sports Car      no   $3,978        4      No       3       7
## 1523  $23,730   5 Panel Truck     yes       $0        0      No       0      NA
## 1524   $6,600  11      Pickup     yes       $0        0      No       0       1
## 1525  $10,830   1       z_SUV      no   $5,241        4      No       0       1
## 1526  $26,300   1     Minivan      no  $11,743        2      No       6       9
## 1527   $6,900  14       z_SUV      no       $0        0      No       0      13
## 1528   $7,300   1     Minivan     yes       $0        0     Yes       0       8
## 1529  $13,860   4     Minivan     yes       $0        0      No       2       1
## 1530   $8,310   7       z_SUV      no   $5,084        1      No       2       1
## 1531  $21,530  10     Minivan     yes  $28,889        2     Yes       4       8
## 1532  $13,810   1       z_SUV      no   $5,558        2      No       9       5
## 1533  $12,820   6     Minivan     yes       $0        0     Yes       0       1
## 1534  $17,810  13         Van     yes       $0        0      No       1       1
## 1535  $15,950   4       z_SUV      no   $4,365        3      No       1       9
## 1536  $20,400   1         Van      no   $1,829        1      No       0       8
## 1537  $13,910   7     Minivan     yes   $1,773        3      No       6      NA
## 1538  $27,630   3     Minivan      no       $0        0      No       1      17
## 1539  $20,310  14         Van      no       $0        0      No       3       1
## 1540  $16,330   6  Sports Car      no   $1,389        2      No       5       1
## 1541  $18,430  15     Minivan      no       $0        0      No       0       7
## 1542   $5,670  10  Sports Car      no   $2,490        2      No       6       6
## 1543   $2,270   1     Minivan     yes       $0        0      No       5       5
## 1544   $4,200   9     Minivan     yes   $3,045        1      No       2      NA
## 1545  $22,200   6      Pickup      no       $0        0      No       0       1
## 1546   $7,110   4       z_SUV      no       $0        0      No       0       1
## 1547   $9,720   4       z_SUV      no       $0        0      No       0       1
## 1548  $12,200  11       z_SUV      no       $0        0      No       0       8
## 1549  $12,560   1     Minivan     yes       $0        0      No       0      19
## 1550   $8,230   1      Pickup     yes   $2,317        2      No       2       5
## 1551  $12,780  10     Minivan      no   $8,340        1      No       1       9
## 1552  $18,090   5     Minivan      no       $0        0      No       0      14
## 1553  $11,090   4      Pickup     yes       $0        0      No       1      22
## 1554   $8,650   4       z_SUV      no  $32,639        1     Yes       1      13
## 1555  $12,700   4  Sports Car      no  $22,345        2      No       0      13
## 1556   $5,020   4      Pickup     yes   $1,122        4      No       8       8
## 1557  $13,750  10       z_SUV      no       $0        0      No       1       9
## 1558   $6,390   1  Sports Car      no   $8,413        2      No       3       1
## 1559   $8,480   4      Pickup     yes   $1,421        2      No       4       6
## 1560  $16,060   5     Minivan      no  $25,866        3     Yes       6      18
## 1561  $24,350   6       z_SUV      no       $0        0      No       0       1
## 1562  $19,260   1     Minivan     yes   $3,444        1      No       1       1
## 1563  $15,400   6       z_SUV      no       $0        0      No       0       7
## 1564   $4,600   6  Sports Car      no       $0        0     Yes       1       3
## 1565   $8,450  13  Sports Car      no   $5,389        1      No       3       1
## 1566  $18,640   1         Van     yes       $0        0      No       0      NA
## 1567   $5,200  10      Pickup      no       $0        0     Yes       6      NA
## 1568  $22,000   7     Minivan      no       $0        0      No       0       7
## 1569  $19,150   6  Sports Car      no   $7,248        3      No       3      11
## 1570  $13,900   6     Minivan     yes  $39,204        2     Yes       6       1
## 1571  $21,950   4         Van     yes       $0        0     Yes       0      18
## 1572   $1,500   9     Minivan      no   $8,786        2      No       2      16
## 1573  $24,030   1 Panel Truck     yes   $7,952        1      No       1       8
## 1574   $8,520   7       z_SUV      no       $0        0      No       0       1
## 1575  $17,130   7         Van     yes       $0        0      No       0      14
## 1576   $1,500   6     Minivan      no       $0        0      No       0      NA
## 1577   $7,180  11  Sports Car      no   $7,918        1      No       0       6
## 1578  $24,060   4     Minivan     yes   $5,608        2      No       5       6
## 1579  $27,140   1     Minivan      no       $0        0      No       1       9
## 1580  $15,820   4     Minivan     yes   $5,697        4      No       2       6
## 1581   $6,720   4       z_SUV      no   $3,050        2      No       3       1
## 1582   $8,900  10       z_SUV      no       $0        0      No       0       1
## 1583  $38,820   1       z_SUV      no       $0        0      No       3       8
## 1584   $8,800   7      Pickup      no       $0        0      No       3       9
## 1585  $18,570   3         Van      no       $0        0      No       0       6
## 1586  $14,630  10       z_SUV      no       $0        0      No       0       1
## 1587   $7,000  17      Pickup      no       $0        0      No       3      15
## 1588  $10,520   6     Minivan      no   $1,994        3      No       2       1
## 1589  $30,340   1 Panel Truck      no       $0        0      No       0       8
## 1590  $21,690   6         Van     yes  $11,742        3      No       6       8
## 1591  $10,460   1       z_SUV      no  $21,581        2     Yes       0       8
## 1592   $2,690   6     Minivan     yes       $0        0      No       0       1
## 1593  $16,080   6      Pickup      no   $2,942        2      No       1       1
## 1594  $12,340   9     Minivan     yes       $0        0      No       1      15
## 1595  $17,100   1       z_SUV      no       $0        0      No       2      NA
## 1596  $12,710   1       z_SUV      no       $0        0      No       0       5
## 1597  $23,950   7 Panel Truck     yes       $0        0      No       1       6
## 1598   $5,570   1       z_SUV      no  $24,183        2      No       3       8
## 1599  $13,940   6     Minivan     yes   $5,049        3      No       7       7
## 1600  $11,240   1  Sports Car      no       $0        0      No       0      11
## 1601   $1,500   7     Minivan     yes       $0        0      No       0       1
## 1602  $15,090   4     Minivan     yes   $6,430        3      No       4      10
## 1603   $6,430   1       z_SUV      no   $8,376        1      No       6      12
## 1604   $1,500   6     Minivan     yes       $0        0      No       4       1
## 1605  $17,460   4     Minivan     yes   $7,811        3      No       5       7
## 1606  $12,110   1      Pickup     yes       $0        0      No       0       1
## 1607  $11,610   7      Pickup     yes       $0        0      No       0       1
## 1608  $12,720  10     Minivan      no       $0        0      No       0      NA
## 1609  $11,100   1       z_SUV      no       $0        0      No       0      10
## 1610   $5,600   1       z_SUV      no       $0        0      No       2       6
## 1611  $24,040   4 Panel Truck      no       $0        0      No       1      20
## 1612   $8,660   7      Pickup     yes       $0        0      No       1       1
## 1613  $12,010   4     Minivan      no       $0        0      No       3      14
## 1614   $5,300   7  Sports Car      no       $0        0      No       0       7
## 1615  $27,130   6     Minivan     yes   $6,939        3      No       0      21
## 1616  $34,300  10 Panel Truck      no   $9,485        3      No       0       1
## 1617  $10,800  10       z_SUV      no       $0        0      No       3       1
## 1618   $7,000   9       z_SUV      no   $6,479        1      No       0      14
## 1619   $6,200  18      Pickup     yes       $0        0      No       0       7
## 1620   $5,840   1  Sports Car      no   $6,247        4      No       4      12
## 1621   $6,960   8       z_SUV      no  $10,823        3      No       0      14
## 1622  $13,140   9       z_SUV      no   $5,101        3      No       6       7
## 1623  $11,420   6       z_SUV      no       $0        0      No       0      13
## 1624  $11,640   1       z_SUV      no       $0        0      No       0      15
## 1625  $13,020  11     Minivan      no       $0        0      No       1       6
## 1626   $7,880   1      Pickup     yes   $2,569        2      No       5       1
## 1627  $27,130   1 Panel Truck      no   $4,957        3      No       0      11
## 1628  $12,200   1      Pickup     yes       $0        0      No       1       1
## 1629  $12,590  10     Minivan     yes       $0        0      No       2      10
## 1630   $8,470   6  Sports Car      no       $0        0      No       3      12
## 1631  $22,220   1         Van     yes   $3,005        2      No       6      NA
## 1632   $7,680   4       z_SUV      no       $0        0      No       0       9
## 1633  $14,180   4       z_SUV      no   $3,387        2      No       1      10
## 1634  $15,810   7     Minivan      no       $0        0      No       0      12
## 1635  $14,880   6      Pickup      no       $0        0      No       4      13
## 1636  $17,070   4     Minivan      no       $0        0      No       0      19
## 1637  $29,080   4  Sports Car      no   $2,631        3      No       4       5
## 1638  $17,500   6       z_SUV      no       $0        0      No       0       7
## 1639  $12,730   1       z_SUV      no   $6,984        2      No       2       8
## 1640   $1,500   7       z_SUV     yes   $3,331        1      No       6       1
## 1641  $10,570   3      Pickup      no   $1,529        2      No       0       4
## 1642  $11,130   3       z_SUV      no       $0        0      No       0       7
## 1643  $26,560   3      Pickup      no       $0        0      No       0       1
## 1644  $20,950   1         Van     yes       $0        0      No       3       9
## 1645   $6,400   1      Pickup      no       $0        0      No       0      12
## 1646   $7,530   1  Sports Car      no       $0        0      No       2       1
## 1647   $9,420   1       z_SUV      no   $6,161        3      No       2       7
## 1648  $25,790  11 Panel Truck     yes       $0        0      No       1      16
## 1649  $13,220   1     Minivan      no       $0        0      No       4       8
## 1650  $12,000   1       z_SUV      no       $0        0      No       0       7
## 1651  $13,290  10       z_SUV      no   $9,667        1      No       7      16
## 1652  $23,790   6 Panel Truck     yes  $24,310        1      No       6       1
## 1653  $14,750   4     Minivan      no       $0        0     Yes       0       8
## 1654  $11,790  10       z_SUV      no       $0        0      No       1       8
## 1655  $17,130   1         Van     yes       $0        0      No       0       1
## 1656  $16,410   1       z_SUV     yes   $2,999        1      No       1      NA
## 1657  $18,650   7         Van      no       $0        0      No       1       5
## 1658   $9,170  11       z_SUV      no   $1,881        1      No       8       7
## 1659   $7,960   7  Sports Car      no   $5,002        1      No       0       1
## 1660  $12,380   1     Minivan      no       $0        0      No       2       1
## 1661   $5,360   6       z_SUV      no       $0        0      No       3      10
## 1662  $24,690   4 Panel Truck      no       $0        0     Yes       0       1
## 1663  $11,490  14      Pickup      no   $6,290        3      No       0       8
## 1664  $16,820   1         Van      no   $5,135        3      No       5      NA
## 1665  $18,580  13     Minivan      no       $0        0      No       0      16
## 1666  $19,210   6         Van     yes  $45,254        2     Yes       9      13
## 1667  $10,680   1      Pickup      no       $0        0      No       0      13
## 1668   $9,500   4       z_SUV      no       $0        0      No       0      13
## 1669  $14,200   6     Minivan      no       $0        0      No       1       1
## 1670  $17,450   6         Van     yes   $9,175        3      No       5       9
## 1671  $30,300   6 Panel Truck     yes       $0        0      No       1      14
## 1672   $5,300  10      Pickup     yes       $0        0      No       2       1
## 1673  $10,610  10       z_SUV      no   $5,766        3      No       0      23
## 1674  $19,120   3     Minivan      no       $0        0     Yes       0       1
## 1675  $27,710   1 Panel Truck     yes       $0        0     Yes       6       1
## 1676  $13,240   4     Minivan     yes       $0        0      No       0       6
## 1677  $18,080   9       z_SUV      no       $0        0      No       0       8
## 1678   $6,300   7      Pickup     yes  $34,506        3     Yes       5       1
## 1679   $8,920   6       z_SUV      no   $6,031        2      No       3       5
## 1680   $5,080   7      Pickup     yes   $7,784        1      No       2       6
## 1681  $17,360   1      Pickup      no       $0        0      No       2      14
## 1682   $7,530   7  Sports Car      no   $6,566        2      No       0       5
## 1683  $18,550   6       z_SUV      no       $0        0      No       0       4
## 1684   $6,080   6       z_SUV      no   $2,321        3      No       0      10
## 1685  $10,710   1      Pickup     yes       $0        0      No       2       6
## 1686   $4,700  13       z_SUV      no       $0        0      No       1       1
## 1687   $6,440   7       z_SUV      no       $0        0      No       1      10
## 1688  $27,270   1       z_SUV      no   $5,911        1      No       6       7
## 1689  $15,280   6       z_SUV      no   $2,487        1      No       8      19
## 1690   $5,330   1       z_SUV      no   $3,948        2      No       2       1
## 1691  $12,610   1       z_SUV      no   $5,219        3      No       5      11
## 1692   $7,100   1       z_SUV      no       $0        0      No       6       9
## 1693   $9,940   4       z_SUV      no       $0        0      No       0       9
## 1694  $17,430   3     Minivan      no       $0        0      No       1      13
## 1695  $29,160   7     Minivan      no   $1,830        2      No       3       7
## 1696  $15,530   6       z_SUV      no       $0        0      No       0      11
## 1697   $7,960   3      Pickup      no       $0        0     Yes       0      12
## 1698  $28,470   1      Pickup      no       $0        0      No       3      NA
## 1699   $9,800   6       z_SUV      no   $5,229        2      No       6       1
## 1700  $17,380   6       z_SUV      no       $0        0      No       0       4
## 1701   $5,300   4  Sports Car      no       $0        0      No       0       4
## 1702   $8,910  13      Pickup     yes       $0        0      No       0       9
## 1703  $19,900   4         Van      no       $0        0      No       3       6
## 1704  $30,300   4      Pickup      no   $4,441        1      No       6       8
## 1705  $17,890   1         Van      no       $0        0      No       0       7
## 1706  $28,850   9  Sports Car      no       $0        0      No       0       1
## 1707   $6,960   1      Pickup      no       $0        0      No       0      10
## 1708  $18,980  11         Van      no   $2,207        3      No       5       1
## 1709  $10,700  10     Minivan      no       $0        0      No       1       1
## 1710  $20,510   4     Minivan     yes  $34,195        2     Yes       0       4
## 1711   $6,670   6       z_SUV      no  $10,102        1     Yes       5      10
## 1712  $25,790   1      Pickup      no   $4,733        3      No       2      14
## 1713  $15,340   1       z_SUV      no       $0        0      No       0      12
## 1714  $24,160   6     Minivan      no       $0        0      No       0      15
## 1715  $11,940  10     Minivan      no   $5,326        2      No       2      14
## 1716  $26,740  17 Panel Truck     yes       $0        0      No       0       8
## 1717  $13,420   1     Minivan      no       $0        0      No       0       4
## 1718  $12,140   4      Pickup     yes       $0        0      No       1       1
## 1719   $4,900  10  Sports Car      no       $0        0      No       0      16
## 1720   $6,280   1       z_SUV      no   $8,273        3      No       3       9
## 1721  $14,920   1       z_SUV      no       $0        0      No       2      11
## 1722  $29,700  20      Pickup      no  $35,098        1      No       1      19
## 1723   $5,900   6       z_SUV      no       $0        0     Yes       3       1
## 1724  $16,570   6         Van     yes  $43,297        1      No       1       1
## 1725  $26,790   4      Pickup      no       $0        0      No       0      18
## 1726  $11,420   1     Minivan     yes       $0        0      No       1      11
## 1727  $14,080   7       z_SUV      no       $0        0     Yes       1       1
## 1728  $20,610   6         Van     yes       $0        0     Yes       0      15
## 1729   $5,300   1      Pickup      no   $8,342        1      No       0       8
## 1730   $4,900  10      Pickup     yes       $0        0      No       1       6
## 1731  $28,700   7     Minivan      no       $0        0      No       0      10
## 1732  $17,120   4      Pickup      no       $0        0      No       0      13
## 1733  $16,150   1       z_SUV      no   $6,974        3      No       5       5
## 1734  $27,780   6     Minivan     yes       $0        0      No       1       1
## 1735  $13,610   1     Minivan      no       $0        0      No       0      18
## 1736  $20,120   1     Minivan      no       $0        0      No       4      10
## 1737  $18,700   3         Van     yes       $0        0      No       3       6
## 1738  $14,620  11     Minivan      no       $0        0      No       0       7
## 1739   $8,400  10       z_SUV      no       $0        0      No       1       1
## 1740   $3,560   6       z_SUV      no       $0        0      No       0       7
## 1741   $8,690   9       z_SUV      no       $0        0      No       3       9
## 1742   $6,900   7      Pickup      no       $0        0      No       0       4
## 1743   $5,500   4       z_SUV      no       $0        0      No       4      10
## 1744  $12,230   7      Pickup     yes       $0        0      No       0       9
## 1745  $15,160   1     Minivan      no       $0        0      No       1      10
## 1746   $9,060   7      Pickup     yes  $36,486        2     Yes       6       1
## 1747  $24,070  10 Panel Truck      no       $0        0      No       1      NA
## 1748   $9,410  12      Pickup     yes       $0        0      No       0       1
## 1749  $28,030   4     Minivan      no       $0        0      No       0      16
## 1750  $10,130   1      Pickup      no   $6,399        1      No       5       4
## 1751  $17,510   6         Van      no  $30,343        1     Yes       5      14
## 1752  $14,900   4     Minivan     yes       $0        0      No       0      13
## 1753   $7,140   6     Minivan      no       $0        0      No       0       1
## 1754   $1,500   1     Minivan     yes       $0        0      No       1       6
## 1755  $30,410   7 Panel Truck     yes       $0        0      No       0       8
## 1756  $14,660  10     Minivan      no       $0        0      No       0       1
## 1757  $16,000   6      Pickup      no       $0        0      No       1       1
## 1758  $14,690   1     Minivan     yes       $0        0      No       1      NA
## 1759   $1,950   1       z_SUV      no  $30,089        1     Yes       4       1
## 1760   $9,030   7       z_SUV      no       $0        0     Yes       1       1
## 1761  $28,190   6       z_SUV      no       $0        0      No       0       1
## 1762  $23,980   4      Pickup      no       $0        0      No       2      10
## 1763   $9,830   9       z_SUV      no   $7,644        2      No       7       9
## 1764  $11,750   6     Minivan     yes   $4,520        1      No       0       1
## 1765  $28,830   4       z_SUV      no       $0        0      No       0       5
## 1766   $9,730   1      Pickup     yes  $41,917        2     Yes       5       1
## 1767  $20,150  13       z_SUV      no       $0        0      No       4      10
## 1768  $32,280   4 Panel Truck     yes       $0        0      No       2      NA
## 1769  $25,010   6       z_SUV      no  $39,315        1     Yes       0       9
## 1770  $20,000  14         Van      no       $0        0     Yes       0       5
## 1771  $27,330   6  Sports Car      no       $0        0      No       0      14
## 1772  $24,300   1      Pickup      no       $0        0      No       1       6
## 1773  $30,690   1 Panel Truck      no   $3,601        4      No       4      15
## 1774  $11,580   6       z_SUV      no   $6,712        1      No       4      12
## 1775  $33,960   1 Panel Truck      no       $0        0      No       0      NA
## 1776  $10,880   1      Pickup     yes       $0        0      No       2       8
## 1777  $15,860  10       z_SUV      no       $0        0      No       3      NA
## 1778   $9,290   6       z_SUV      no       $0        0      No       0      10
## 1779  $22,920   1     Minivan      no       $0        0      No       0      13
## 1780  $13,550  10  Sports Car      no   $5,029        3      No       2       5
## 1781  $14,780   6     Minivan      no   $3,457        1      No       3      10
## 1782  $14,400   8  Sports Car      no   $3,694        2      No       0      12
## 1783   $3,480   1     Minivan      no       $0        0      No       1       1
## 1784   $7,920   6  Sports Car      no   $5,288        2      No       3      NA
## 1785  $28,090   3 Panel Truck     yes   $4,436        2      No       3      16
## 1786  $17,980   4         Van      no       $0        0      No       1      27
## 1787  $20,800  14  Sports Car      no       $0        0      No       0       5
## 1788   $9,380  12  Sports Car      no   $7,428        3      No       0       1
## 1789  $15,680   7     Minivan      no       $0        0      No       0      10
## 1790   $1,500  10     Minivan     yes       $0        0      No       0      16
## 1791  $11,240   1       z_SUV      no       $0        0      No       1      21
## 1792  $34,270   6      Pickup      no       $0        0      No       0      17
## 1793  $21,670   1       z_SUV      no       $0        0      No       0       1
## 1794  $19,420   1         Van      no       $0        0      No       0       8
## 1795  $10,560   6  Sports Car      no       $0        0      No       3      13
## 1796  $30,600   7       z_SUV      no       $0        0     Yes       0      19
## 1797   $7,100  11     Minivan      no       $0        0      No       2      NA
## 1798  $19,630  10      Pickup      no       $0        0      No       0      10
## 1799   $9,500   1     Minivan     yes       $0        0      No       0       9
## 1800  $10,070   4     Minivan      no   $4,676        1      No       4      NA
## 1801  $33,990   4 Panel Truck      no       $0        0      No       0       6
## 1802  $33,140   1         Van      no   $2,925        2      No       0       5
## 1803  $31,330  15     Minivan      no       $0        0      No       0      16
## 1804  $29,020   4 Panel Truck      no       $0        0      No       0       9
## 1805  $18,830   1       z_SUV      no       $0        0      No       1       1
## 1806   $6,200  13  Sports Car      no       $0        0      No       0       5
## 1807  $26,740   7 Panel Truck     yes   $3,432        3      No       0      15
## 1808   $8,220   1  Sports Car      no   $7,194        2      No       5       3
## 1809  $11,640  17       z_SUV      no       $0        0     Yes       0       1
## 1810  $21,560  13      Pickup      no   $3,437        2      No       5       1
## 1811   $4,500   4      Pickup      no       $0        0     Yes       1       5
## 1812  $16,760   8     Minivan     yes       $0        0      No       1       1
## 1813  $13,920   4       z_SUV      no   $3,800        2      No       2      10
## 1814  $10,650   1      Pickup     yes  $27,439        2     Yes       3       1
## 1815  $10,960  13  Sports Car      no       $0        0      No       3       9
## 1816  $10,900  13       z_SUV      no       $0        0     Yes       2       9
## 1817   $1,500   6       z_SUV      no  $24,512        2      No       2       7
## 1818  $21,460  13       z_SUV      no   $1,606        2      No       1       6
## 1819   $9,200   6     Minivan     yes   $8,518        3      No       1       1
## 1820   $5,600   1       z_SUV      no  $37,404        2      No       0      11
## 1821  $17,720   4         Van     yes       $0        0     Yes       1       8
## 1822  $21,320  10       z_SUV      no       $0        0      No       1       7
## 1823  $19,400   3       z_SUV      no       $0        0      No       3      16
## 1824   $7,760  13     Minivan      no       $0        0      No       0       8
## 1825  $18,090   1     Minivan      no       $0        0      No       1       5
## 1826  $11,290  12     Minivan      no       $0        0      No       2       7
## 1827  $41,250   4         Van      no   $5,650        2      No       3      15
## 1828  $32,110   1 Panel Truck      no       $0        0      No       0      15
## 1829   $1,500   1     Minivan      no   $9,011        1      No       7       6
## 1830   $6,600   8       z_SUV      no       $0        0      No       0      15
## 1831   $1,500  16     Minivan     yes   $3,488        4      No       0       7
## 1832  $11,600   6     Minivan      no       $0        0      No       0       1
## 1833  $12,920  13       z_SUV      no       $0        0      No       3       1
## 1834  $18,100   1       z_SUV      no  $25,130        2      No       2      10
## 1835  $12,080   1  Sports Car      no       $0        0      No       0       6
## 1836  $11,680   1     Minivan      no       $0        0      No       0       8
## 1837  $13,440  10      Pickup      no   $5,093        2      No       8       1
## 1838  $12,910   1       z_SUV      no       $0        0     Yes       3       6
## 1839  $26,670   9  Sports Car      no       $0        0      No       4       1
## 1840   $7,890   3       z_SUV      no       $0        0      No       0       1
## 1841   $4,100   1       z_SUV      no   $2,621        2      No       6       8
## 1842  $19,450   1     Minivan      no   $7,744        2      No       4      13
## 1843  $24,910   6      Pickup      no       $0        0      No       0       1
## 1844  $20,150   1     Minivan      no       $0        0      No       0       6
## 1845   $7,880   7      Pickup      no   $5,203        1      No       4      16
## 1846  $18,240  13         Van     yes       $0        0      No       0       8
## 1847   $9,590   4       z_SUV      no       $0        0      No       0       1
## 1848  $26,020  13  Sports Car      no   $9,845        2      No       4       1
## 1849  $14,350   1     Minivan      no  $13,752        3      No       5       7
## 1850   $9,770  13       z_SUV      no       $0        0      No       0       7
## 1851  $22,200   4       z_SUV      no       $0        0      No       3      11
## 1852  $17,410   1  Sports Car      no       $0        0     Yes       5       8
## 1853   $5,600   7      Pickup     yes   $1,421        2      No       4       1
## 1854  $22,350   6       z_SUV      no   $5,346        2      No       3      19
## 1855  $19,950   1      Pickup      no   $6,937        1      No       7       7
## 1856  $25,510   6 Panel Truck     yes       $0        0      No       1      15
## 1857  $15,230   7       z_SUV      no       $0        0      No       0      14
## 1858  $15,950   6     Minivan     yes   $3,443        2      No       3      20
## 1859  $21,920   1         Van     yes       $0        0      No       0      NA
## 1860   $9,280   1       z_SUV      no   $4,409        2      No       1       8
## 1861  $15,910   1     Minivan     yes   $2,645        2      No       3      10
## 1862   $7,000  10  Sports Car      no  $47,939        3      No       1      24
## 1863  $11,890   4      Pickup     yes       $0        0      No       0       1
## 1864   $8,060   7       z_SUV      no   $1,022        1      No       1       1
## 1865  $13,930   3       z_SUV      no       $0        0      No       0       6
## 1866  $35,760   6       z_SUV      no       $0        0      No       0      18
## 1867   $5,490  13      Pickup      no   $1,423        1      No       0      NA
## 1868  $20,530   7     Minivan      no       $0        0      No       3      17
## 1869   $9,460   8       z_SUV      no       $0        0     Yes       0       1
## 1870   $1,500   6       z_SUV      no  $41,303        2     Yes       4       6
## 1871  $10,700   1      Pickup      no       $0        0     Yes       2       1
## 1872  $20,730   1         Van      no   $1,358        1      No       5      13
## 1873  $13,990   1       z_SUV      no       $0        0      No       0      NA
## 1874   $8,310   7       z_SUV      no       $0        0      No       0       1
## 1875  $18,220   6       z_SUV      no       $0        0      No       0      NA
## 1876   $5,800  13       z_SUV      no       $0        0      No       4       1
## 1877   $9,570   1     Minivan      no       $0        0      No       2       3
## 1878  $25,530  10 Panel Truck     yes   $1,086        2      No       0       5
## 1879  $16,720   6       z_SUV      no   $9,851        3      No       8      10
## 1880  $10,170   3       z_SUV      no   $3,927        1      No       1      11
## 1881   $7,040   1  Sports Car      no   $2,996        2      No       4       9
## 1882  $22,020   9     Minivan      no       $0        0     Yes       0      16
## 1883  $11,020   1      Pickup     yes       $0        0     Yes       1       7
## 1884   $7,050   4       z_SUV      no       $0        0      No       1       6
## 1885  $22,070   7         Van     yes       $0        0      No       0       1
## 1886   $9,640   1       z_SUV      no       $0        0      No       2       9
## 1887  $22,860   6     Minivan      no       $0        0      No       0      12
## 1888  $18,690   1       z_SUV      no   $1,698        2      No       0       8
## 1889  $18,020   7     Minivan      no       $0        0      No       1       6
## 1890  $10,490   1       z_SUV      no       $0        0      No       5       6
## 1891  $19,820   1       z_SUV      no       $0        0      No       0       7
## 1892  $25,250   4 Panel Truck     yes       $0        0      No       2       1
## 1893  $19,640   1      Pickup      no   $6,187        1      No       2       1
## 1894  $17,390   1         Van      no       $0        0      No       3      11
## 1895   $6,400   3      Pickup     yes       $0        0     Yes       0      16
## 1896  $25,530   6     Minivan      no       $0        0      No       0      19
## 1897  $20,480   4         Van     yes       $0        0      No       4      15
## 1898   $5,430   3      Pickup     yes       $0        0      No       0       1
## 1899  $11,440  10       z_SUV      no       $0        0     Yes       1       1
## 1900  $22,570   1 Panel Truck     yes       $0        0      No       3      11
## 1901  $13,690   1     Minivan     yes       $0        0      No       0       1
## 1902  $16,190   1     Minivan     yes       $0        0      No       2       9
## 1903   $5,600   1  Sports Car      no   $4,697        1      No       0       1
## 1904   $6,700  10     Minivan     yes       $0        0      No       0      15
## 1905   $8,560   4       z_SUV      no   $6,295        3      No       5       3
## 1906  $11,170   1       z_SUV      no       $0        0      No       3       8
## 1907   $6,700   1      Pickup     yes   $4,824        3      No       0      11
## 1908  $30,810   6 Panel Truck     yes   $4,390        2      No       0      12
## 1909  $20,860   1       z_SUV      no   $9,237        3      No       2       4
## 1910  $15,110   7  Sports Car      no   $3,795        3      No       6      12
## 1911   $7,020   6      Pickup     yes       $0        0      No       1      16
## 1912  $12,760   1       z_SUV      no       $0        0      No       0      12
## 1913  $19,920   1         Van      no       $0        0      No       0      11
## 1914  $16,510   4     Minivan     yes       $0        0      No       0       9
## 1915  $11,990   7       z_SUV      no       $0        0      No       0       6
## 1916  $12,340  13       z_SUV      no  $33,089        3      No       3       4
## 1917   $7,850   6  Sports Car      no  $53,477        2     Yes       2       1
## 1918   $9,920   4       z_SUV      no   $5,303        2      No       3       5
## 1919   $6,830   6       z_SUV      no       $0        0      No       0       1
## 1920  $18,340   1         Van     yes  $39,973        2     Yes       3      15
## 1921   $8,650   1      Pickup     yes       $0        0      No       0       8
## 1922  $10,960   1       z_SUV      no       $0        0     Yes       4      15
## 1923  $16,940   6         Van     yes   $3,170        3      No       3      12
## 1924   $4,200  10       z_SUV      no  $25,081        2     Yes       3       1
## 1925   $6,480   1       z_SUV      no   $4,400        1      No       2       8
## 1926   $6,040   6      Pickup     yes       $0        0      No       1      14
## 1927  $24,450   3 Panel Truck      no   $4,478        4      No       3       9
## 1928  $12,360   1     Minivan     yes   $5,278        1      No       0      24
## 1929   $9,650   6       z_SUV      no   $4,448        2      No       6       1
## 1930  $12,260   3       z_SUV      no       $0        0      No       0       8
## 1931  $33,030   6 Panel Truck     yes       $0        0      No       0      13
## 1932  $22,990  10 Panel Truck      no       $0        0     Yes       2      15
## 1933  $37,380   1     Minivan      no       $0        0      No       0       9
## 1934  $16,710   4         Van     yes       $0        0     Yes       0       1
## 1935   $1,500   6  Sports Car      no   $1,433        2      No       5      NA
## 1936  $25,500   4     Minivan      no       $0        0      No       0      15
## 1937  $10,710   6      Pickup     yes       $0        0      No       0      10
## 1938   $6,600   1      Pickup      no       $0        0      No       0      14
## 1939   $9,930   4  Sports Car      no       $0        0      No       3      10
## 1940  $24,050   1 Panel Truck      no       $0        0      No       0      16
## 1941  $14,350   1     Minivan     yes       $0        0      No       2      12
## 1942   $5,800   1  Sports Car      no       $0        0      No       0      13
## 1943   $5,300   4      Pickup     yes       $0        0      No       8       1
## 1944  $25,020   6      Pickup      no       $0        0      No       1      16
## 1945   $4,780   3       z_SUV      no   $2,168        2      No       2       6
## 1946  $21,460   3         Van      no       $0        0      No       0      13
## 1947  $30,370  17 Panel Truck      no   $5,872        2      No       3       1
## 1948  $30,110   1     Minivan      no       $0        0      No       2      15
## 1949   $5,600  12      Pickup     yes       $0        0      No       0      12
## 1950   $6,800   1      Pickup      no       $0        0      No       0      13
## 1951  $10,360   4       z_SUV      no   $7,333        1     Yes       0       1
## 1952  $12,020   4     Minivan      no       $0        0      No       0       8
## 1953  $10,930   7  Sports Car     yes       $0        0      No       4       1
## 1954  $28,870   3 Panel Truck     yes   $1,449        2      No       3      25
## 1955  $23,480   9 Panel Truck      no       $0        0      No       0       1
## 1956  $29,990   1 Panel Truck      no       $0        0      No       2       7
## 1957  $19,320   7         Van      no       $0        0      No       0       1
## 1958  $22,300  10       z_SUV      no       $0        0      No       1      20
## 1959   $6,300  10  Sports Car      no       $0        0      No       0      16
## 1960  $28,600   4 Panel Truck     yes   $4,007        1      No       6      17
## 1961  $25,620  10  Sports Car      no       $0        0      No       2       1
## 1962  $20,800  14         Van      no       $0        0      No       1      15
## 1963  $20,720   4       z_SUV      no  $46,442        1     Yes       5      12
## 1964   $9,910   1      Pickup     yes   $8,258        2      No       0       6
## 1965  $17,880  11         Van     yes       $0        0      No       0       1
## 1966  $24,840  10     Minivan     yes       $0        0      No       0      16
## 1967   $8,130   7       z_SUV      no       $0        0      No       2      14
## 1968   $4,600   6  Sports Car      no  $35,375        3      No       0       1
## 1969  $11,340   6       z_SUV      no       $0        0      No       1       1
## 1970  $22,010  10         Van     yes  $31,039        2     Yes       3       9
## 1971  $10,260   3       z_SUV      no   $7,105        2      No       9       1
## 1972  $22,940   4     Minivan      no       $0        0      No       2      11
## 1973  $37,720   6 Panel Truck      no       $0        0      No       5       1
## 1974   $1,930   1  Sports Car      no       $0        0      No       3       8
## 1975   $7,850   6  Sports Car      no   $2,219        1      No       0       1
## 1976  $21,910   6         Van     yes       $0        0      No       0      18
## 1977  $14,340   3  Sports Car      no       $0        0      No       1       1
## 1978  $17,440  11     Minivan      no   $3,924        1      No       2      12
## 1979   $9,160   4      Pickup      no   $3,424        1      No       5       1
## 1980  $16,810   1     Minivan      no       $0        0      No       1      14
## 1981   $4,500   1  Sports Car      no   $4,749        3      No       7       6
## 1982   $5,900   6      Pickup     yes       $0        0      No       1      14
## 1983   $7,550   6       z_SUV      no       $0        0     Yes       0       1
## 1984  $31,830  10     Minivan     yes       $0        0     Yes       0      19
## 1985  $12,490   7     Minivan     yes       $0        0      No       0       1
## 1986   $9,780   6     Minivan      no   $1,867        2      No       0       8
## 1987   $1,500   6       z_SUV      no       $0        0      No       0      13
## 1988  $22,490   1         Van     yes       $0        0      No       2      NA
## 1989   $5,060  10      Pickup      no  $24,208        1     Yes       5       1
## 1990   $9,990   1       z_SUV      no       $0        0     Yes       2       1
## 1991  $16,650   1  Sports Car      no       $0        0      No       0       1
## 1992   $9,840   8      Pickup     yes       $0        0     Yes       0       9
## 1993  $18,870  13         Van      no  $40,521        2     Yes       5       1
## 1994   $7,090   6  Sports Car      no  $28,456        3      No       4       1
## 1995  $21,190  10     Minivan      no       $0        0      No       1      10
## 1996  $13,460  10       z_SUV      no   $5,916        3      No       2       7
## 1997  $15,270  10     Minivan      no       $0        0      No       0      16
## 1998  $21,370   6     Minivan      no   $7,931        2      No       2       1
## 1999  $14,330  17     Minivan      no       $0        0      No       5       6
## 2000  $14,320  10     Minivan     yes       $0        0      No       0       1
## 2001  $27,420  10         Van      no       $0        0      No       8      11
## 2002  $10,060   1      Pickup     yes   $8,636        3      No       5       7
## 2003  $27,690   4 Panel Truck      no   $4,179        2      No       4      10
## 2004  $13,640   3       z_SUV      no       $0        0      No       0       5
## 2005  $13,430   9     Minivan      no       $0        0      No       0      11
## 2006   $9,840  10  Sports Car      no   $3,771        3      No       3       1
## 2007  $15,650   4     Minivan     yes   $6,527        3      No       1       9
## 2008  $15,150   4     Minivan     yes       $0        0      No       0      12
## 2009  $28,770   1 Panel Truck      no   $4,845        2      No       5       8
## 2010  $29,800   1 Panel Truck     yes   $3,886        2      No       2       8
## 2011   $9,230   4      Pickup     yes       $0        0      No       6       1
## 2012  $22,630   1     Minivan     yes       $0        0      No       2       7
## 2013   $6,550   7      Pickup     yes   $7,475        1      No       4       5
## 2014  $16,240   6         Van     yes   $9,866        1      No       0       1
## 2015  $11,020   1       z_SUV      no   $8,727        1      No       5      10
## 2016  $28,750   1      Pickup      no       $0        0      No       0       1
## 2017   $5,700   4     Minivan     yes  $34,020        1     Yes       9       1
## 2018  $24,470  16     Minivan      no   $5,458        2      No       3      18
## 2019  $25,740   1         Van      no  $10,535        1      No       4       1
## 2020  $20,230   1     Minivan      no       $0        0      No       0       8
## 2021  $16,820   3         Van     yes       $0        0      No       1       9
## 2022  $27,170   1      Pickup      no       $0        0     Yes       0      17
## 2023  $19,150   6         Van      no       $0        0      No       3       4
## 2024  $17,020   1         Van      no   $4,538        2      No       7      10
## 2025  $15,500   4     Minivan      no   $8,385        1      No       7      12
## 2026   $4,290  10  Sports Car      no       $0        0      No       0       6
## 2027   $3,700   3     Minivan     yes       $0        0      No       0       1
## 2028   $9,480   1  Sports Car      no   $3,587        3      No       0       9
## 2029   $7,500   4       z_SUV      no   $8,739        1      No       4       1
## 2030   $9,000   6      Pickup      no  $37,689        1     Yes       7       1
## 2031  $10,450   6       z_SUV      no     $893        2      No       5      19
## 2032  $28,170  11 Panel Truck      no       $0        0      No       1      15
## 2033  $14,560   1       z_SUV      no       $0        0      No       3      13
## 2034  $26,320   9     Minivan      no  $25,804        2      No       0       1
## 2035  $26,740   1     Minivan      no       $0        0      No       0       1
## 2036  $10,770   4       z_SUV      no   $9,230        1      No       3       7
## 2037  $13,670   4     Minivan      no   $4,318        1      No       3       7
## 2038  $12,990   4       z_SUV      no       $0        0      No       0       1
## 2039  $14,860   1       z_SUV      no       $0        0      No       0       9
## 2040  $21,880   1      Pickup      no   $9,894        1      No       2       7
## 2041   $9,950  11       z_SUV      no       $0        0      No       4       1
## 2042  $11,310   4       z_SUV      no       $0        0      No       4      NA
## 2043  $23,800   3  Sports Car      no   $6,223        1      No       5      12
## 2044  $12,300   6       z_SUV      no   $3,078        1      No       1       7
## 2045  $23,410  13      Pickup      no       $0        0      No       0      10
## 2046  $14,800   9     Minivan      no       $0        0      No       0       8
## 2047  $11,850   1       z_SUV      no       $0        0      No       0       1
## 2048  $16,050   1       z_SUV      no       $0        0      No       0       1
## 2049  $22,360   1     Minivan     yes       $0        0      No       1      11
## 2050   $6,200   1  Sports Car      no       $0        0     Yes       3      13
## 2051  $16,520   1       z_SUV      no       $0        0      No       1       1
## 2052  $15,880   4       z_SUV      no       $0        0      No       0      15
## 2053   $1,500   6  Sports Car      no       $0        0      No       0       7
## 2054  $10,960   9       z_SUV      no   $5,088        3      No       3       1
## 2055  $19,760   1         Van     yes   $6,024        1      No       5       8
## 2056  $27,680   4 Panel Truck     yes   $3,196        3      No       6      20
## 2057   $9,120   1       z_SUV      no       $0        0      No       2       7
## 2058  $36,290  13 Panel Truck     yes   $9,568        3      No       2      11
## 2059  $33,210  10         Van      no   $6,449        1      No       3      11
## 2060  $27,950   1 Panel Truck     yes       $0        0      No       3      11
## 2061  $25,630   4 Panel Truck     yes       $0        0      No       2      17
## 2062  $38,320   4 Panel Truck      no   $3,442        1      No       2       1
## 2063  $10,680   6      Pickup      no       $0        0      No       0       8
## 2064  $37,960  10 Panel Truck      no  $36,540        3      No       4      11
## 2065   $7,900   1       z_SUV     yes  $10,942        2     Yes       0      11
## 2066  $21,450  11      Pickup      no   $3,502        4      No       0      NA
## 2067   $6,500   1      Pickup     yes   $8,506        1      No       1       1
## 2068  $12,270  10     Minivan      no       $0        0      No       0       6
## 2069  $20,960   1     Minivan      no  $20,581        1     Yes       3       1
## 2070  $16,550   4       z_SUV      no  $19,751        2     Yes       0      12
## 2071  $17,510   6     Minivan      no       $0        0      No       4      13
## 2072  $23,230   6 Panel Truck      no       $0        0      No       0      22
## 2073  $15,220   1       z_SUV      no       $0        0     Yes       1       8
## 2074   $9,700  17  Sports Car      no       $0        0      No       0      11
## 2075  $11,880   1  Sports Car      no       $0        0      No       4      12
## 2076  $19,680   6     Minivan      no       $0        0      No       0      17
## 2077  $17,360   6      Pickup      no   $8,153        1      No       8       1
## 2078  $25,780   1      Pickup      no   $1,815        2      No       3      13
## 2079  $31,280   1      Pickup      no       $0        0     Yes       1       9
## 2080  $41,470  11 Panel Truck      no   $1,797        3      No       4      13
## 2081   $6,000   1     Minivan     yes       $0        0      No       0       9
## 2082  $27,250   6     Minivan      no   $1,400        2      No       1      11
## 2083  $28,650  10         Van      no   $4,069        1      No       7      16
## 2084  $16,370   1       z_SUV      no       $0        0     Yes       1       1
## 2085   $9,780   6  Sports Car      no       $0        0      No       2       7
## 2086  $14,690   1     Minivan     yes       $0        0      No       0      NA
## 2087  $17,000   1         Van      no       $0        0      No       3      14
## 2088  $10,750   6       z_SUV      no   $2,595        2      No       1      11
## 2089  $13,180   3       z_SUV      no       $0        0      No       0       6
## 2090   $7,310   4      Pickup     yes  $19,685        3     Yes       4       1
## 2091  $35,960  13         Van      no       $0        0      No       3      12
## 2092  $18,450   6       z_SUV      no       $0        0      No       0      15
## 2093   $4,700   7  Sports Car      no   $8,864        1      No       2       1
## 2094  $21,600  10         Van     yes  $47,389        2      No       6       7
## 2095  $18,090   4         Van     yes       $0        0     Yes       1      12
## 2096  $20,330   6         Van      no       $0        0      No       0       1
## 2097  $18,480   4       z_SUV      no  $31,830        2     Yes       2       1
## 2098  $25,490   1 Panel Truck      no   $4,796        3      No       5      10
## 2099  $10,920   1       z_SUV      no       $0        0      No       2      10
## 2100  $20,090   1         Van     yes   $4,017        2      No       6      11
## 2101   $5,100   4  Sports Car      no       $0        0      No       3       9
## 2102  $15,990   6       z_SUV      no  $20,084        2     Yes       4      11
## 2103  $16,500  13     Minivan     yes       $0        0      No       0      13
## 2104  $14,070   1       z_SUV      no       $0        0      No       1       7
## 2105  $14,410   4      Pickup      no       $0        0      No       0       7
## 2106  $17,680  15         Van     yes   $7,274        3      No       1      18
## 2107  $10,830   1      Pickup      no  $45,879        2      No       4       8
## 2108  $11,510   4      Pickup     yes     $981        3      No       5       1
## 2109  $33,200   4 Panel Truck      no     $952        3      No       3      20
## 2110  $20,770   6         Van     yes       $0        0      No       0      19
## 2111  $12,240   4     Minivan      no       $0        0      No       0      17
## 2112   $1,500   7     Minivan      no     $725        4      No       0      12
## 2113  $11,150  10     Minivan      no       $0        0      No       0      12
## 2114  $11,190  13       z_SUV      no       $0        0      No       0       4
## 2115  $19,020   4      Pickup      no       $0        0      No       0      10
## 2116  $20,100   9         Van     yes       $0        0      No       1      16
## 2117   $4,250   7     Minivan      no       $0        0      No       0       9
## 2118   $1,500   4  Sports Car      no       $0        0      No       0      11
## 2119  $20,920   1     Minivan      no       $0        0      No       0      11
## 2120  $15,030   1     Minivan      no   $1,493        1      No       5      13
## 2121  $19,760  13     Minivan      no   $4,948        3      No       6      15
## 2122  $17,840   6      Pickup      no       $0        0      No       1       1
## 2123  $17,850   6       z_SUV      no   $8,579        2      No       5       7
## 2124   $6,000  13       z_SUV      no     $698        2      No       3       2
## 2125   $4,900   4      Pickup     yes       $0        0      No       0       6
## 2126  $24,110   9 Panel Truck     yes       $0        0      No       0       6
## 2127  $19,410   5         Van     yes       $0        0      No       0       7
## 2128   $4,000   1  Sports Car      no  $23,451        2     Yes       8       8
## 2129  $10,480  16       z_SUV      no  $44,990        1      No       1      15
## 2130   $6,330   4       z_SUV      no   $6,191        3      No       8       8
## 2131  $10,070   1  Sports Car      no       $0        0      No       0       1
## 2132  $24,780   4      Pickup      no       $0        0      No       0       1
## 2133   $8,830   3       z_SUV      no       $0        0      No       0       8
## 2134  $13,890   6     Minivan     yes       $0        0      No       0      17
## 2135  $16,490   1     Minivan      no   $2,740        1      No       1      NA
## 2136  $34,050   1 Panel Truck     yes   $6,581        2      No       5      10
## 2137  $14,500   1     Minivan     yes   $9,583        1      No       0      12
## 2138  $42,690   6 Panel Truck      no   $3,891        4      No       7      14
## 2139  $24,670   1      Pickup      no       $0        0      No       0      14
## 2140  $15,550   4     Minivan     yes       $0        0      No       0      18
## 2141  $12,100   5      Pickup      no   $6,936        2      No       8       7
## 2142   $6,400   1  Sports Car      no   $6,966        4      No       5      11
## 2143  $30,790   1      Pickup      no  $11,692        1      No       1      17
## 2144  $11,180  17      Pickup      no   $4,839        3      No       7      15
## 2145  $28,800   6     Minivan     yes       $0        0      No       0      19
## 2146  $14,870   1       z_SUV      no       $0        0      No       1      12
## 2147  $30,670   6 Panel Truck     yes       $0        0     Yes       0      18
## 2148  $11,970   8       z_SUV      no       $0        0      No       3      13
## 2149  $22,170  10         Van     yes       $0        0      No       0      12
## 2150  $16,400   6     Minivan     yes       $0        0      No       0       1
## 2151  $11,370   7      Pickup     yes       $0        0      No       0       6
## 2152   $6,600  11  Sports Car      no       $0        0      No       0      12
## 2153  $12,690   1       z_SUV      no  $21,525        2     Yes       3       1
## 2154  $10,510   4       z_SUV      no   $4,422        3      No       9       1
## 2155   $1,500   1     Minivan     yes   $6,521        2      No       4      11
## 2156   $6,580   3     Minivan      no       $0        0      No       0       7
## 2157   $7,570   9      Pickup      no       $0        0      No       0      16
## 2158   $4,990   6       z_SUV      no       $0        0      No       0       8
## 2159  $25,380  13       z_SUV      no       $0        0      No       0       1
## 2160   $5,800   9       z_SUV      no   $3,010        5      No       0      15
## 2161   $7,920   1       z_SUV      no       $0        0      No       0       8
## 2162  $11,310   3      Pickup     yes       $0        0      No       2       1
## 2163  $18,950   7      Pickup      no       $0        0      No       2       8
## 2164  $25,410   1     Minivan      no   $3,535        2      No       4       8
## 2165  $10,320  13       z_SUV      no       $0        0      No       0      14
## 2166  $17,930   8     Minivan      no       $0        0      No       0      NA
## 2167  $13,070   6  Sports Car      no   $2,932        3      No       7      13
## 2168   $6,740   6     Minivan     yes   $4,535        1      No       5       7
## 2169  $12,600   6     Minivan      no       $0        0      No       2       7
## 2170  $19,400   1  Sports Car      no       $0        0      No       1      11
## 2171   $5,900   4       z_SUV      no       $0        0      No       2      11
## 2172  $34,070   7 Panel Truck     yes   $4,603        2      No       0      17
## 2173   $8,360   1      Pickup     yes  $17,775        2     Yes       0      11
## 2174   $4,900   1      Pickup      no       $0        0      No       0       9
## 2175  $32,300  18 Panel Truck     yes       $0        0      No       0       7
## 2176  $13,460  11     Minivan      no   $7,079        3      No       2      17
## 2177   $8,770   3       z_SUV      no   $3,691        3      No       0       1
## 2178  $13,380  11     Minivan     yes       $0        0      No       0       9
## 2179  $25,560   7     Minivan      no       $0        0      No       0      14
## 2180  $18,920   4     Minivan      no       $0        0      No       4      12
## 2181  $10,340   1     Minivan      no       $0        0      No       0      12
## 2182   $6,980   6      Pickup      no       $0        0      No       1      14
## 2183  $16,790   1     Minivan      no  $17,919        2     Yes       7      NA
## 2184  $16,820   1       z_SUV      no       $0        0      No       0      21
## 2185   $8,510   4      Pickup      no       $0        0      No       4       1
## 2186   $6,510   4       z_SUV      no   $7,693        2      No       2       1
## 2187   $6,600   6      Pickup      no       $0        0      No       0      15
## 2188  $25,350   1     Minivan      no  $25,777        4     Yes       1      10
## 2189  $12,030   6       z_SUV      no       $0        0      No       1      12
## 2190  $12,770   4     Minivan      no       $0        0      No       3       5
## 2191  $22,010   1     Minivan      no       $0        0      No       3      15
## 2192  $11,460   4       z_SUV      no       $0        0     Yes       0       7
## 2193  $15,820   1     Minivan      no       $0        0      No       0       1
## 2194  $10,350   6     Minivan     yes   $8,023        2      No       4      22
## 2195  $11,120   1      Pickup     yes  $30,981        2     Yes       2       1
## 2196  $27,630   4 Panel Truck      no       $0        0      No       0       6
## 2197  $16,800   6     Minivan      no   $1,191        3      No       2      NA
## 2198   $6,080   6      Pickup      no  $25,622        1     Yes       4       9
## 2199  $16,780   6     Minivan      no   $3,997        3     Yes       7       1
## 2200  $27,970   1     Minivan      no       $0        0      No       0      15
## 2201  $20,410   1     Minivan     yes       $0        0     Yes       3       8
## 2202  $13,660   1       z_SUV      no       $0        0      No       0      19
## 2203  $13,910   6  Sports Car      no       $0        0      No       1      10
## 2204  $19,470  10       z_SUV      no       $0        0      No       2       8
## 2205  $11,370  10      Pickup      no       $0        0      No       0       8
## 2206  $12,710   3     Minivan     yes  $24,718        2      No       0       5
## 2207  $11,260   1  Sports Car      no   $1,449        2      No       4      11
## 2208  $23,760   1  Sports Car      no       $0        0      No       3      13
## 2209  $25,290   6      Pickup      no       $0        0      No       1       1
## 2210  $17,610   1     Minivan      no       $0        0      No       3      NA
## 2211  $18,480   1  Sports Car      no  $36,661        2     Yes       5       5
## 2212   $5,900   1      Pickup     yes       $0        0      No       2      11
## 2213  $22,480   6     Minivan      no  $32,671        2      No       6      15
## 2214  $24,520  13 Panel Truck     yes       $0        0      No       0      NA
## 2215   $8,990   6       z_SUV      no       $0        0      No       0       6
## 2216  $23,000   1  Sports Car      no   $1,448        2      No       6      18
## 2217   $1,720   1       z_SUV      no       $0        0      No       3       1
## 2218   $7,400   1      Pickup     yes       $0        0      No       0      11
## 2219  $12,850   1       z_SUV      no   $5,863        3      No       4      21
## 2220  $14,380   6       z_SUV      no       $0        0     Yes       0       9
## 2221  $15,790   1       z_SUV      no       $0        0      No       0      11
## 2222  $24,220   1       z_SUV      no   $2,088        4      No       6      NA
## 2223   $7,930   6      Pickup     yes       $0        0      No       0       1
## 2224   $3,770   1     Minivan      no   $5,581        3      No       2      10
## 2225  $15,380   4     Minivan     yes   $1,935        2      No       1      11
## 2226  $17,380   1     Minivan      no       $0        0      No       1      12
## 2227   $7,560   7      Pickup     yes       $0        0      No       4       6
## 2228  $14,690   9     Minivan      no       $0        0      No       0       9
## 2229  $19,610  11         Van     yes       $0        0      No       1      NA
## 2230  $38,550   1 Panel Truck      no   $6,194        3      No       0      11
## 2231  $26,410   9 Panel Truck     yes       $0        0      No       0      14
## 2232   $9,580   4      Pickup     yes   $4,253        1      No       0       1
## 2233  $18,360   1      Pickup      no  $11,754        1      No       4      NA
## 2234  $23,790   3  Sports Car      no   $4,397        1      No       6       5
## 2235   $6,400   9      Pickup     yes       $0        0      No       2      10
## 2236   $7,200   4       z_SUV      no       $0        0     Yes       0       1
## 2237  $25,460   1 Panel Truck      no   $1,814        2      No       1      21
## 2238   $5,790   1  Sports Car      no       $0        0      No       0      10
## 2239   $9,590   7  Sports Car      no       $0        0      No       0       1
## 2240  $25,700   4     Minivan      no       $0        0      No       1       1
## 2241   $8,680   4     Minivan      no       $0        0      No       0       9
## 2242  $16,480   1       z_SUV      no       $0        0      No       0      14
## 2243  $16,320   6         Van     yes       $0        0      No       3       1
## 2244   $9,350   1     Minivan     yes   $4,265        1      No       2      10
## 2245  $37,120   1      Pickup      no       $0        0      No       0      10
## 2246  $20,570   9         Van      no       $0        0      No       0       1
## 2247  $13,900   3     Minivan     yes       $0        0      No       3       8
## 2248  $12,510   1       z_SUV      no       $0        0      No       0       9
## 2249   $6,480   4       z_SUV      no   $4,503        1      No       0       7
## 2250  $12,810   7       z_SUV      no       $0        0      No       1      12
## 2251  $12,930   4     Minivan      no   $4,094        1      No       5       1
## 2252  $11,620  13       z_SUV      no       $0        0      No       0       1
## 2253   $8,500   1      Pickup     yes       $0        0      No       1       1
## 2254  $12,820  10  Sports Car      no       $0        0      No       0       6
## 2255   $5,500   6      Pickup     yes       $0        0     Yes       2       1
## 2256  $18,370  17      Pickup      no       $0        0      No       0      17
## 2257  $15,680   4     Minivan     yes       $0        0      No       1      11
## 2258   $9,710  10      Pickup     yes       $0        0      No       2      13
## 2259   $8,530   9      Pickup     yes     $743        2      No       2       1
## 2260   $6,550   6       z_SUV      no       $0        0      No       0       6
## 2261   $7,410   1      Pickup      no       $0        0     Yes       4      11
## 2262  $22,160   1      Pickup      no       $0        0      No       7      16
## 2263  $11,390  10      Pickup      no       $0        0      No       0      10
## 2264  $30,660   6       z_SUV      no       $0        0      No       0       9
## 2265  $16,250   7       z_SUV      no   $5,936        2      No       4      14
## 2266  $21,390   6      Pickup      no   $1,744        2      No       6      11
## 2267   $6,410   1      Pickup      no       $0        0      No       0       1
## 2268  $20,400   7       z_SUV      no       $0        0      No       0      17
## 2269  $23,520  11 Panel Truck      no       $0        0      No       2      NA
## 2270  $10,060   6       z_SUV      no   $4,478        3      No       8      NA
## 2271  $12,750  14     Minivan      no       $0        0      No       2       6
## 2272  $14,340  10       z_SUV      no   $7,986        2      No       4       7
## 2273  $12,940   1     Minivan     yes       $0        0      No       1       7
## 2274  $16,940   1     Minivan      no       $0        0      No       1      17
## 2275   $6,470  17      Pickup     yes       $0        0      No       0      NA
## 2276  $16,170   1     Minivan     yes       $0        0     Yes       0      10
## 2277   $5,400   4       z_SUV      no       $0        0      No       0       9
## 2278  $42,770   6  Sports Car      no       $0        0      No       0      12
## 2279  $28,440  10 Panel Truck      no       $0        0      No       0      12
## 2280   $5,500   3      Pickup     yes   $7,756        2      No       4      20
## 2281  $22,010   7         Van      no       $0        0      No       0      14
## 2282  $36,960   1  Sports Car      no  $50,347        2     Yes       4      11
## 2283  $24,360   6     Minivan      no       $0        0      No       1      12
## 2284   $7,590   7  Sports Car      no   $2,005        1      No       6      14
## 2285  $25,890   1 Panel Truck     yes       $0        0      No       2       9
## 2286  $23,250  10     Minivan      no       $0        0      No       0       9
## 2287   $5,600   1       z_SUV      no   $5,020        3      No       5      11
## 2288   $6,690   6       z_SUV      no  $45,332        3      No       5       6
## 2289   $1,500   6  Sports Car      no       $0        0      No       0       1
## 2290  $28,170   6  Sports Car      no       $0        0      No       2      10
## 2291  $16,640  11         Van     yes       $0        0      No       0      15
## 2292  $11,860   6      Pickup      no   $4,098        1      No       0       8
## 2293   $8,740  10     Minivan     yes   $7,153        1      No       4       5
## 2294  $25,870   6       z_SUV      no       $0        0      No       2      10
## 2295  $24,480   6  Sports Car      no       $0        0      No       1       1
## 2296  $26,140   9       z_SUV      no       $0        0      No       3       1
## 2297  $15,730   1     Minivan      no       $0        0      No       0       1
## 2298  $12,720   4       z_SUV      no       $0        0      No       0       3
## 2299   $8,820   4       z_SUV      no  $25,752        2      No       8       8
## 2300  $14,250   1     Minivan      no       $0        0      No       0      13
## 2301  $20,840  13       z_SUV      no       $0        0     Yes       0      17
## 2302   $5,800   7  Sports Car      no   $8,834        1      No       1       9
## 2303  $14,200   4  Sports Car      no   $3,834        2      No       0      10
## 2304  $12,620   1     Minivan     yes       $0        0      No       1       8
## 2305  $18,070   6         Van     yes       $0        0     Yes       3       9
## 2306  $18,930  13         Van      no   $1,928        3      No       0       1
## 2307  $25,830   1  Sports Car      no  $31,687        2     Yes       2      10
## 2308  $17,590   1         Van      no   $6,186        2      No       6       5
## 2309  $17,580   1       z_SUV      no       $0        0     Yes       0      10
## 2310   $1,500   1       z_SUV      no       $0        0      No       1      15
## 2311  $28,270  10         Van      no       $0        0      No       0      10
## 2312  $29,330   1 Panel Truck     yes   $9,512        2      No       1       1
## 2313  $20,140  13         Van     yes       $0        0      No       0      13
## 2314  $13,250   4     Minivan      no       $0        0     Yes       0      11
## 2315  $21,160   6         Van     yes  $37,583        2      No       1      21
## 2316  $18,550   4     Minivan      no   $1,042        1      No       0       9
## 2317  $33,370   4 Panel Truck      no       $0        0      No       0       5
## 2318  $16,570  10       z_SUV      no       $0        0      No       0       1
## 2319   $9,430   6       z_SUV      no   $1,524        1      No       5      12
## 2320  $17,700  11       z_SUV      no       $0        0      No       0       5
## 2321  $21,320   6     Minivan     yes       $0        0      No       0      15
## 2322  $21,750   9         Van     yes       $0        0      No       0      17
## 2323   $8,930   6      Pickup      no       $0        0      No       2      NA
## 2324  $20,810   6     Minivan      no       $0        0      No       0      15
## 2325   $5,170  13  Sports Car      no   $9,402        2      No       1      NA
## 2326   $8,430   6       z_SUV      no   $3,644        2      No       5      16
## 2327   $6,580   1       z_SUV      no       $0        0      No       0       1
## 2328  $23,530   1 Panel Truck     yes   $1,524        2      No       5      19
## 2329  $11,290   1       z_SUV      no       $0        0      No       0       6
## 2330  $11,910   1  Sports Car      no   $9,868        1      No       0      18
## 2331  $13,510   6       z_SUV      no       $0        0      No       0       5
## 2332  $37,670   1 Panel Truck     yes       $0        0      No       0      14
## 2333  $20,930   6     Minivan      no       $0        0     Yes       0       6
## 2334  $27,790  11         Van      no       $0        0      No       0      14
## 2335  $16,350   6         Van     yes   $6,968        3      No       0       1
## 2336   $9,830   1  Sports Car      no   $5,957        3      No       6      NA
## 2337  $13,090   4     Minivan      no       $0        0      No       0      11
## 2338  $13,390   4  Sports Car      no       $0        0     Yes       0      17
## 2339  $14,760   1       z_SUV      no       $0        0      No       3       5
## 2340  $21,200  13     Minivan      no  $39,717        3     Yes       4       1
## 2341   $5,600   1  Sports Car      no       $0        0      No       2      14
## 2342  $22,420   7         Van     yes       $0        0      No       4      13
## 2343  $14,730   6       z_SUV      no       $0        0      No       1       7
## 2344   $7,580   4       z_SUV      no       $0        0      No       2      14
## 2345   $6,800   1      Pickup     yes       $0        0      No       1      19
## 2346  $16,310  10       z_SUV      no       $0        0     Yes       0      12
## 2347  $32,910  11     Minivan     yes  $20,587        3      No       0      19
## 2348  $16,590   1       z_SUV      no   $1,234        2      No       3       7
## 2349  $11,810   3  Sports Car     yes       $0        0      No       0       7
## 2350  $31,210   6 Panel Truck     yes   $6,978        2      No       4       1
## 2351  $41,490   4 Panel Truck     yes       $0        0      No       0      20
## 2352  $19,610   6       z_SUV      no       $0        0      No       2      14
## 2353   $1,500   4  Sports Car      no  $25,188        2     Yes       2       1
## 2354   $7,020  10      Pickup      no   $5,239        3      No       2      14
## 2355  $35,340   7     Minivan      no       $0        0      No       0      10
## 2356  $15,070   7       z_SUV      no  $34,237        1      No       0       7
## 2357   $5,700   1      Pickup      no   $2,308        1      No       2      12
## 2358   $7,130  10       z_SUV      no       $0        0      No       3       1
## 2359  $20,680   1       z_SUV      no       $0        0     Yes       0      13
## 2360   $7,710   8      Pickup     yes   $3,173        3      No       0      11
## 2361  $14,630  17     Minivan     yes       $0        0      No       1      10
## 2362  $15,180   6     Minivan     yes  $46,746        4     Yes       4       9
## 2363   $5,200   6       z_SUV      no       $0        0      No       0       1
## 2364  $14,980   4     Minivan      no       $0        0      No       0      NA
## 2365  $11,370   6      Pickup     yes  $21,229        2     Yes       3       8
## 2366  $18,570   6         Van      no  $36,646        2      No       0      16
## 2367  $16,000  17     Minivan      no  $45,838        2     Yes       7       6
## 2368  $37,500   7 Panel Truck      no       $0        0      No       1      17
## 2369  $16,430   3  Sports Car      no       $0        0     Yes       0      15
## 2370  $21,190  13         Van     yes   $3,653        3      No       0       5
## 2371  $15,310   4     Minivan      no   $6,455        1      No       2       7
## 2372  $22,680   7      Pickup      no       $0        0      No       0       8
## 2373  $14,920   1       z_SUV      no   $3,117        4      No       1      12
## 2374  $31,820   4 Panel Truck      no       $0        0      No       0       7
## 2375   $4,600   7      Pickup     yes       $0        0     Yes       0       1
## 2376  $20,390   1       z_SUV      no       $0        0      No       0      14
## 2377  $31,120   4         Van      no  $23,078        2     Yes       3      NA
## 2378  $14,110   7     Minivan     yes       $0        0      No       0      12
## 2379  $16,990   1      Pickup      no   $4,811        2      No       3       9
## 2380  $30,860   1 Panel Truck     yes   $3,191        3      No       1      17
## 2381  $34,040  12 Panel Truck     yes       $0        0      No       1       7
## 2382  $15,420   1       z_SUV      no   $2,448        3      No       8       1
## 2383   $6,200   1       z_SUV      no       $0        0      No       0       1
## 2384   $8,310  14      Pickup     yes       $0        0      No       2      10
## 2385  $41,570   3 Panel Truck      no  $10,584        2      No       4      10
## 2386  $15,590   1       z_SUV      no       $0        0      No       0       7
## 2387  $11,310  10     Minivan      no       $0        0      No       4      14
## 2388  $24,340   7     Minivan      no       $0        0      No       3       6
## 2389  $15,890   4     Minivan     yes       $0        0      No       3       5
## 2390  $30,490   1 Panel Truck     yes  $42,332        4     Yes       3      11
## 2391   $1,500  16     Minivan      no       $0        0     Yes       0      18
## 2392   $6,190   6       z_SUV      no   $4,890        2      No       1       6
## 2393   $6,600   4     Minivan      no       $0        0      No       0       1
## 2394   $2,950   6     Minivan     yes       $0        0     Yes       0      17
## 2395  $11,190   7      Pickup     yes       $0        0      No       4      14
## 2396  $29,970   6 Panel Truck     yes   $4,016        3      No       3      17
## 2397  $12,660   9       z_SUV      no       $0        0      No       2       8
## 2398  $22,950   3 Panel Truck     yes   $4,232        3      No       0      17
## 2399  $22,030   7  Sports Car     yes   $4,773        2      No       0       6
## 2400  $24,910   7      Pickup      no   $4,317        1      No       1       5
## 2401  $18,540   1         Van      no       $0        0     Yes       0       7
## 2402  $10,740  10       z_SUV      no       $0        0      No       0       1
## 2403  $19,860   4         Van     yes       $0        0     Yes       0       5
## 2404  $11,740   7       z_SUV      no   $7,417        2      No       2       1
## 2405   $7,230   6       z_SUV      no  $13,102        2      No       4       9
## 2406  $11,410   1       z_SUV      no   $9,867        4      No       1       1
## 2407  $11,040   1     Minivan     yes       $0        0      No       0      11
## 2408   $5,200   1     Minivan     yes   $3,904        2      No       4       8
## 2409  $10,960   1      Pickup     yes  $10,494        1      No       4      NA
## 2410  $12,730  10     Minivan     yes       $0        0      No       0      NA
## 2411  $19,630   4         Van     yes   $6,061        2      No       7       1
## 2412   $1,500  10     Minivan     yes       $0        0      No       0       4
## 2413   $6,200  11      Pickup      no   $5,176        3      No       0      14
## 2414  $14,420   4     Minivan     yes       $0        0      No       0       1
## 2415  $16,270   1         Van     yes   $3,791        3      No       3      11
## 2416   $7,790   6      Pickup      no       $0        0      No       2      17
## 2417  $35,690   7     Minivan     yes       $0        0      No       0      11
## 2418  $25,900   6       z_SUV      no       $0        0      No       1       1
## 2419  $28,600   1      Pickup      no   $1,858        4      No       3       7
## 2420  $28,580   6 Panel Truck      no   $4,567        1      No       0       7
## 2421  $19,750   1     Minivan     yes       $0        0      No       1       7
## 2422   $5,900   4      Pickup     yes  $33,385        2     Yes       0      NA
## 2423  $18,050   7      Pickup      no   $3,728        1      No       8      NA
## 2424  $21,660  10     Minivan      no   $7,313        2      No       4       1
## 2425  $11,550  17      Pickup     yes   $6,997        1      No       2       1
## 2426   $9,990   3     Minivan      no       $0        0      No       0       7
## 2427  $24,670  10      Pickup      no       $0        0     Yes       4      14
## 2428  $37,750   7         Van      no       $0        0      No       0       1
## 2429  $32,190   3 Panel Truck      no       $0        0      No       2       1
## 2430  $23,250   1      Pickup      no       $0        0      No       2       6
## 2431  $17,470   9         Van     yes       $0        0      No       2       7
## 2432   $6,600   6      Pickup      no       $0        0      No       0       1
## 2433  $20,990   7       z_SUV      no       $0        0      No       0       5
## 2434  $19,800   4     Minivan      no       $0        0      No       0       9
## 2435   $9,620   6       z_SUV      no   $7,414        1      No       1       8
## 2436  $21,460   3         Van      no       $0        0      No       0       7
## 2437  $30,750   4 Panel Truck      no       $0        0     Yes       0      17
## 2438  $10,000   4       z_SUV      no       $0        0      No       3      23
## 2439  $18,390   6         Van     yes   $8,999        2      No       0       8
## 2440  $22,270   1     Minivan      no       $0        0      No       0      15
## 2441  $17,570   1      Pickup      no   $4,657        1      No       0       1
## 2442   $4,500   1       z_SUV      no       $0        0     Yes       0       8
## 2443  $21,930   1     Minivan      no       $0        0      No       0       1
## 2444  $18,730   1      Pickup      no  $32,593        2     Yes       8      12
## 2445  $11,520   1       z_SUV      no       $0        0      No       3       1
## 2446  $28,560   7 Panel Truck     yes       $0        0      No       0      13
## 2447  $10,740   4     Minivan     yes     $519        4      No       2       1
## 2448  $15,410   7     Minivan      no       $0        0      No       0       1
## 2449  $18,170   8       z_SUV      no       $0        0      No       1      12
## 2450  $18,910   1     Minivan      no       $0        0      No       3       9
## 2451  $24,540   4      Pickup      no       $0        0      No       0      10
## 2452  $21,720   1         Van      no       $0        0     Yes       0       9
## 2453  $16,150   6     Minivan      no       $0        0      No       0      14
## 2454  $27,870   1 Panel Truck     yes       $0        0      No       0      10
## 2455   $7,640   1      Pickup     yes       $0        0      No       0       1
## 2456  $18,290   1  Sports Car      no       $0        0      No       1       8
## 2457   $9,130   6      Pickup     yes       $0        0      No       0       9
## 2458  $19,300   4         Van     yes   $7,291        2      No       4      13
## 2459   $8,690  17       z_SUV      no   $1,570        2      No       3       1
## 2460   $5,800   1      Pickup      no       $0        0      No       1      18
## 2461  $11,550   6       z_SUV      no  $43,863        1     Yes       1      12
## 2462  $20,660   9         Van     yes       $0        0      No       0      14
## 2463  $10,340   4       z_SUV      no       $0        0      No       0       4
## 2464  $12,550   3     Minivan     yes   $2,045        4      No       0       1
## 2465  $15,820  13       z_SUV      no       $0        0      No       0       1
## 2466  $25,040   4  Sports Car      no       $0        0      No       0       1
## 2467  $19,510   6         Van     yes  $49,613        1     Yes       4       5
## 2468  $13,330   1       z_SUV      no       $0        0      No       1      10
## 2469   $6,010  10  Sports Car      no       $0        0      No       0       6
## 2470  $14,910   1     Minivan     yes       $0        0     Yes       1      17
## 2471  $10,650   8       z_SUV      no  $32,044        1     Yes       2       8
## 2472  $14,130  10  Sports Car      no       $0        0      No       1       9
## 2473  $17,440   6       z_SUV      no       $0        0      No       2      12
## 2474  $19,390  17         Van      no       $0        0      No       4       6
## 2475  $11,010   1       z_SUV      no       $0        0     Yes       0       8
## 2476  $22,400   7       z_SUV      no       $0        0      No       0       4
## 2477  $12,560  10  Sports Car      no       $0        0      No       0       1
## 2478   $4,800   4      Pickup      no       $0        0      No       5       1
## 2479  $28,300   7 Panel Truck     yes   $6,003        2      No       0      12
## 2480   $6,550   4  Sports Car      no       $0        0      No       0       7
## 2481  $12,120   1       z_SUV      no       $0        0      No       0      12
## 2482   $9,200   4      Pickup     yes   $3,255        1      No      10       1
## 2483  $24,780   1     Minivan      no  $40,567        2     Yes       5      NA
## 2484  $12,170   1     Minivan     yes       $0        0      No       0      11
## 2485   $6,190   6      Pickup      no   $5,900        1      No       7       1
## 2486  $13,200   7       z_SUV      no       $0        0      No       6       1
## 2487  $26,180   7      Pickup      no   $3,090        2      No       0       1
## 2488  $14,110  10     Minivan      no       $0        0      No       3       1
## 2489  $12,270  10       z_SUV      no   $5,722        2      No       6       1
## 2490  $27,160   4 Panel Truck     yes       $0        0      No       2      17
## 2491  $17,640   4       z_SUV      no       $0        0      No       3       1
## 2492   $9,920   4     Minivan      no       $0        0      No       3      12
## 2493  $18,420   1         Van      no   $7,258        1      No       2      NA
## 2494  $25,040   6 Panel Truck     yes       $0        0      No       3      22
## 2495  $13,570   1       z_SUV      no       $0        0      No       3      13
## 2496  $33,490  12  Sports Car      no   $7,239        1      No       1       8
## 2497  $23,510   9  Sports Car      no       $0        0      No       0      15
## 2498   $8,020  13      Pickup     yes       $0        0      No       0      16
## 2499  $10,430   1     Minivan     yes       $0        0     Yes       0       1
## 2500   $5,800   5      Pickup     yes   $6,646        2      No       5      16
## 2501  $17,090   1       z_SUV      no       $0        0      No       2       1
## 2502  $29,650  13 Panel Truck      no   $6,142        1      No       2      17
## 2503   $9,700  10       z_SUV      no       $0        0      No       1      13
## 2504  $15,990   1     Minivan      no       $0        0      No       2       6
## 2505  $19,900   4     Minivan     yes       $0        0      No       1      16
## 2506   $6,600   6       z_SUV      no       $0        0      No       0       1
## 2507   $1,500  18       z_SUV     yes       $0        0      No       0       1
## 2508  $10,360   7      Pickup      no       $0        0     Yes       0       9
## 2509   $6,920   6     Minivan     yes       $0        0      No       0       6
## 2510  $14,150   6  Sports Car      no       $0        0      No       0      20
## 2511  $21,100   1       z_SUV      no       $0        0      No       0      17
## 2512   $6,790  10  Sports Car      no  $16,816        1     Yes       0       7
## 2513  $15,240  13     Minivan      no       $0        0      No       2       1
## 2514  $12,050  10      Pickup     yes       $0        0     Yes       0      17
## 2515  $22,230   4         Van     yes  $10,064        2      No       0      21
## 2516  $14,350   6       z_SUV      no       $0        0      No       0      16
## 2517  $20,760  11       z_SUV      no       $0        0      No       4      22
## 2518   $9,370   4       z_SUV      no  $37,412        1     Yes       0       1
## 2519   $5,020   4       z_SUV      no       $0        0      No       1       9
## 2520  $15,930   1     Minivan      no       $0        0      No       0       6
## 2521  $10,330  10      Pickup     yes   $6,550        4      No       2       9
## 2522  $17,050  13       z_SUV      no   $6,941        2      No       0      13
## 2523  $23,420   4 Panel Truck      no   $3,174        2      No       4       1
## 2524  $20,300   3         Van     yes       $0        0      No       0      14
## 2525   $5,480  18     Minivan     yes   $6,350        1      No       5       1
## 2526  $24,920   1       z_SUV      no   $6,902        1      No       6      11
## 2527  $21,390   1         Van     yes       $0        0      No       0       1
## 2528  $24,970  10     Minivan      no       $0        0      No       0       6
## 2529  $15,960   1       z_SUV      no       $0        0      No       0      14
## 2530  $14,420   7     Minivan     yes   $7,869        4      No       3      11
## 2531   $6,200   4  Sports Car      no   $6,841        1      No       0      14
## 2532  $15,360   6       z_SUV      no       $0        0      No       2       5
## 2533  $31,970   4 Panel Truck      no       $0        0      No       1      11
## 2534  $25,450  13     Minivan      no       $0        0      No       0      14
## 2535   $1,500   6  Sports Car      no       $0        0      No       0       1
## 2536   $8,700   1     Minivan      no   $5,944        2      No       0       1
## 2537  $14,650   3     Minivan     yes       $0        0      No       0       1
## 2538  $17,220  10     Minivan      no  $28,753        1      No       2       6
## 2539  $25,280  11     Minivan     yes       $0        0      No       0       1
## 2540  $15,400   1     Minivan     yes  $10,086        3      No       0      14
## 2541   $1,930   6       z_SUV      no       $0        0      No       0       8
## 2542  $23,280   6 Panel Truck     yes   $1,749        1      No       5      17
## 2543   $4,300   7     Minivan      no       $0        0      No       0      16
## 2544   $9,300   4  Sports Car      no       $0        0      No       0       4
## 2545  $23,160   3       z_SUV      no   $2,985        3      No       4      12
## 2546  $23,790   1     Minivan      no   $7,017        1      No       5       7
## 2547  $31,180   6 Panel Truck     yes       $0        0      No       0      23
## 2548  $18,730  13         Van     yes       $0        0      No       0       7
## 2549  $16,580   9         Van     yes   $8,085        4      No       6      13
## 2550   $5,300   4  Sports Car      no       $0        0      No       0       1
## 2551  $11,700   6      Pickup     yes     $712        1      No       6       8
## 2552  $10,460   9     Minivan      no       $0        0     Yes       0       6
## 2553  $17,290   1       z_SUV      no  $46,761        1     Yes       6       5
## 2554   $6,220   6      Pickup      no       $0        0      No       0       1
## 2555   $5,750   1  Sports Car      no       $0        0      No       0      10
## 2556  $20,860   1       z_SUV      no   $6,038        1      No       8      12
## 2557  $19,710   3       z_SUV      no       $0        0      No       0      20
## 2558  $15,780   1       z_SUV      no       $0        0      No       1      14
## 2559  $24,890  14      Pickup      no   $1,452        2      No       7      11
## 2560   $5,100   6      Pickup     yes   $2,769        1      No       0      13
## 2561  $11,990   4     Minivan      no       $0        0      No       2      10
## 2562   $6,800   6     Minivan      no       $0        0      No       3      24
## 2563  $25,640   1      Pickup      no       $0        0      No       1       1
## 2564  $17,380  10         Van     yes       $0        0      No       0      NA
## 2565   $8,240   1      Pickup     yes       $0        0      No       0       1
## 2566  $11,510  17       z_SUV      no   $7,383        1      No       2       6
## 2567  $18,400   9       z_SUV      no       $0        0      No       1       9
## 2568  $18,150   6      Pickup      no       $0        0      No       2      14
## 2569  $29,420   6      Pickup      no       $0        0      No       2       1
## 2570  $15,170  10  Sports Car      no   $5,446        1      No       0      15
## 2571  $37,550   3 Panel Truck     yes       $0        0      No       2      14
## 2572  $24,730   4 Panel Truck      no       $0        0      No       0      12
## 2573  $14,280   6     Minivan     yes  $29,378        2      No       0       9
## 2574  $14,800   1     Minivan      no       $0        0      No       0      10
## 2575  $11,470   3       z_SUV      no   $2,248        3      No       8       8
## 2576  $19,240   4         Van      no       $0        0     Yes       0      15
## 2577  $13,030   1  Sports Car      no       $0        0      No       0       6
## 2578  $35,990   1         Van      no       $0        0     Yes       0       9
## 2579   $3,950   4       z_SUV      no   $4,227        2      No       0      10
## 2580  $17,570   6     Minivan     yes   $6,616        2      No       7      NA
## 2581  $18,430   5         Van      no       $0        0      No       0      12
## 2582  $13,670   9       z_SUV     yes   $2,085        3      No       0       1
## 2583  $25,630   1 Panel Truck     yes       $0        0      No       0      13
## 2584  $14,110   9       z_SUV      no       $0        0      No       0       9
## 2585  $18,660   3         Van      no       $0        0     Yes       2      13
## 2586   $8,970   4       z_SUV      no   $1,084        2      No       6      NA
## 2587  $20,530   6       z_SUV      no  $25,495        2     Yes       1      12
## 2588  $19,360   7  Sports Car      no       $0        0      No       0      NA
## 2589  $13,820   4     Minivan      no       $0        0      No       1      NA
## 2590  $15,110   3     Minivan     yes       $0        0      No       0       1
## 2591  $17,600   4      Pickup      no   $8,109        2      No       1      17
## 2592  $33,470   1     Minivan      no       $0        0      No       0      13
## 2593  $21,250   1     Minivan      no  $30,910        2     Yes       1       1
## 2594  $25,010   1     Minivan      no       $0        0      No       0       8
## 2595  $12,230  14     Minivan      no   $5,571        2      No       0       9
## 2596  $10,650   1       z_SUV      no  $20,631        2      No       7       1
## 2597  $12,710   1       z_SUV      no   $6,722        2      No       3       7
## 2598  $19,710   7         Van      no       $0        0      No       0       1
## 2599  $13,210   7     Minivan     yes   $3,029        3      No       0      15
## 2600  $15,820   1     Minivan      no       $0        0      No       0       8
## 2601   $9,390  17      Pickup     yes       $0        0      No       0       1
## 2602   $8,060   1      Pickup      no       $0        0     Yes       0       1
## 2603  $14,460   7     Minivan      no   $6,055        3      No       3      11
## 2604   $9,650   4      Pickup     yes       $0        0      No       0      19
## 2605  $23,210   4 Panel Truck     yes   $1,247        2      No       5      11
## 2606  $18,800   1       z_SUV      no       $0        0      No       6      15
## 2607  $16,330   6     Minivan      no     $633        1      No       0      16
## 2608  $30,400   1 Panel Truck     yes       $0        0      No       0       6
## 2609  $12,910   7     Minivan      no     $521        1      No       0       1
## 2610   $5,920   4  Sports Car      no       $0        0      No       3       6
## 2611  $22,260   1     Minivan      no       $0        0      No       0       8
## 2612  $15,680   1  Sports Car     yes   $4,450        2      No       3      NA
## 2613  $11,470   4       z_SUV      no  $37,729        3      No       4      NA
## 2614   $5,400  10       z_SUV      no       $0        0     Yes       1      15
## 2615  $10,780   4      Pickup     yes       $0        0      No       0      18
## 2616   $8,900   6  Sports Car      no       $0        0      No       0       1
## 2617   $1,500   4     Minivan     yes       $0        0      No       4       1
## 2618  $11,000   4      Pickup     yes       $0        0      No       3      22
## 2619   $4,230   1  Sports Car      no       $0        0      No       1       7
## 2620  $11,250   6       z_SUV      no   $8,057        2      No       5       6
## 2621  $11,660   4      Pickup      no   $1,237        3      No       1       7
## 2622  $15,750  11     Minivan     yes       $0        0     Yes       0       7
## 2623   $7,300  10       z_SUV      no       $0        0      No       1      16
## 2624   $6,930   3      Pickup      no   $9,282        2      No       1      10
## 2625  $13,760   6       z_SUV      no       $0        0      No       5       5
## 2626  $12,380   6     Minivan     yes       $0        0      No       0      12
## 2627  $27,390   1     Minivan      no       $0        0      No       0      14
## 2628  $31,340  17 Panel Truck     yes       $0        0      No       1      16
## 2629   $5,800   1      Pickup      no       $0        0      No       0       8
## 2630  $12,300   1     Minivan      no       $0        0      No       5       8
## 2631   $1,500  11       z_SUV      no   $3,564        2      No       9      10
## 2632  $24,280  10     Minivan      no       $0        0      No       0      11
## 2633   $7,270   6       z_SUV      no   $6,217        1      No       7       1
## 2634   $8,050   6      Pickup     yes   $6,952        2      No       4      15
## 2635  $18,600   3     Minivan      no       $0        0      No       2       5
## 2636  $13,460   1     Minivan      no   $7,250        3      No       3       5
## 2637  $19,950   1       z_SUV      no   $5,466        3      No       4       1
## 2638  $17,450  12         Van     yes       $0        0      No       1       8
## 2639  $18,240   1       z_SUV      no   $6,863        1      No       1       1
## 2640  $14,060  13       z_SUV      no       $0        0      No       2      NA
## 2641   $7,840  10       z_SUV      no  $35,720        3     Yes       0       7
## 2642   $8,270   4       z_SUV      no       $0        0     Yes       1       1
## 2643  $15,570   1       z_SUV      no   $3,636        3      No       8       1
## 2644   $7,130   1      Pickup     yes       $0        0      No       3       1
## 2645  $14,120   3       z_SUV      no       $0        0      No       2      11
## 2646  $17,570   4  Sports Car      no   $1,951        2      No       0       1
## 2647  $36,000   7 Panel Truck      no       $0        0      No       1       1
## 2648   $1,500   1  Sports Car      no       $0        0      No       0       9
## 2649   $7,200   6      Pickup     yes   $2,740        3      No       0      14
## 2650   $5,330   6       z_SUV      no       $0        0      No       2      16
## 2651  $16,700  17       z_SUV      no       $0        0      No       0       8
## 2652  $36,440   1 Panel Truck      no   $7,292        1      No      10      14
## 2653  $20,800   1     Minivan      no  $27,444        1     Yes       7       9
## 2654  $18,140   1  Sports Car      no       $0        0      No       3      15
## 2655  $10,700   3     Minivan     yes       $0        0     Yes       3       9
## 2656  $26,980   1 Panel Truck      no   $7,506        2      No       3       3
## 2657  $26,570   1 Panel Truck     yes       $0        0      No       0      15
## 2658   $5,910  10      Pickup     yes       $0        0      No       1       1
## 2659   $9,610   6      Pickup     yes   $2,468        1      No       8       1
## 2660  $11,530   1  Sports Car      no   $2,333        4      No       7       9
## 2661  $31,540  13 Panel Truck      no       $0        0      No       2       1
## 2662  $13,070  10       z_SUV      no   $7,999        2      No       0       4
## 2663   $9,840   4     Minivan     yes       $0        0      No       1       9
## 2664  $10,550  18     Minivan      no  $12,609        2      No       0      10
## 2665  $23,780   1 Panel Truck     yes   $7,367        1      No       5      13
## 2666  $35,510   1 Panel Truck      no       $0        0      No       0      10
## 2667   $9,860   1       z_SUV      no       $0        0      No       0       7
## 2668  $22,000  10         Van     yes   $5,396        2      No       2       7
## 2669   $5,850   1  Sports Car      no       $0        0      No       4       8
## 2670   $6,000   3       z_SUV      no       $0        0      No       6       1
## 2671  $19,510   3       z_SUV      no  $33,315        3      No       0      19
## 2672   $8,370  10     Minivan     yes       $0        0      No       1       1
## 2673  $13,240   1       z_SUV      no       $0        0     Yes       0      15
## 2674  $13,280  10       z_SUV      no       $0        0      No       2      14
## 2675  $24,180   1       z_SUV      no  $10,877        1      No       5      25
## 2676  $28,780  10 Panel Truck     yes   $6,857        4      No       0       1
## 2677  $10,730   6       z_SUV      no       $0        0     Yes       2      14
## 2678  $18,640   1     Minivan     yes       $0        0      No       0      12
## 2679   $9,620   1      Pickup     yes       $0        0     Yes       2       7
## 2680  $21,980   1     Minivan      no   $4,035        2      No       4      10
## 2681  $20,660   1      Pickup      no       $0        0      No       4      11
## 2682  $14,520   4     Minivan     yes       $0        0      No       0      13
## 2683  $46,610  14 Panel Truck     yes       $0        0      No       1      15
## 2684   $8,750  17     Minivan     yes   $5,267        1      No       6      11
## 2685  $14,130  10       z_SUV      no   $6,240        1      No       1       1
## 2686   $8,800   9  Sports Car      no   $3,338        3      No       8      20
## 2687   $4,850  17      Pickup     yes       $0        0      No       4       1
## 2688  $10,030   4      Pickup     yes       $0        0      No       2       7
## 2689   $1,500   6     Minivan     yes       $0        0      No       0       1
## 2690   $5,000   9       z_SUV      no   $5,456        3      No       2       9
## 2691  $10,770   7     Minivan     yes   $3,148        2      No       3      19
## 2692  $33,670   1         Van      no   $4,327        1      No       0      10
## 2693  $16,620   6      Pickup      no       $0        0      No       0       1
## 2694  $20,790   7     Minivan      no       $0        0      No       2      18
## 2695  $10,730   4     Minivan     yes       $0        0      No       0       7
## 2696   $9,590   7       z_SUV      no       $0        0      No       0       1
## 2697  $27,880   4     Minivan      no       $0        0      No       1      13
## 2698  $12,790   6       z_SUV      no   $6,158        1      No       5       1
## 2699  $14,670   1       z_SUV      no       $0        0     Yes       2       1
## 2700   $9,490   4  Sports Car      no       $0        0      No       0      15
## 2701  $14,250   1     Minivan      no   $8,880        2      No       5      11
## 2702  $28,460  11     Minivan     yes       $0        0      No       0       6
## 2703  $14,440   1     Minivan     yes   $6,020        2      No       0      18
## 2704  $12,090   6       z_SUV      no  $10,024        2      No       2       1
## 2705  $23,590   1 Panel Truck     yes   $4,441        2      No       0      19
## 2706  $39,090   1 Panel Truck      no   $2,157        1      No       6      19
## 2707  $33,570   3      Pickup      no       $0        0      No       4      16
## 2708   $5,300   7  Sports Car      no       $0        0      No       0       1
## 2709  $20,590   6      Pickup      no       $0        0      No       0      10
## 2710  $16,320  17         Van     yes       $0        0      No       3       6
## 2711  $26,940   7 Panel Truck      no       $0        0      No       0      11
## 2712   $6,900  10       z_SUV      no  $42,642        1     Yes       2       1
## 2713   $5,800   1      Pickup     yes       $0        0      No       1      11
## 2714  $14,420   1     Minivan      no       $0        0      No       0       5
## 2715  $12,670   4     Minivan      no       $0        0      No       1       7
## 2716  $46,250   4 Panel Truck      no       $0        0      No       2      15
## 2717  $43,560  13       z_SUV      no       $0        0      No       0      11
## 2718  $17,570   1         Van      no       $0        0      No       0      11
## 2719  $16,080   6       z_SUV      no   $5,935        1      No       8       1
## 2720   $7,580   1  Sports Car      no       $0        0      No       0       1
## 2721  $12,790   1     Minivan     yes  $18,366        2     Yes       5       6
## 2722   $6,390   1      Pickup      no   $7,547        2      No       1      14
## 2723  $19,420  10      Pickup      no  $38,528        2      No       6      11
## 2724   $4,500   7      Pickup     yes       $0        0      No       0      17
## 2725  $19,040   1  Sports Car      no       $0        0      No       1      16
## 2726  $10,950   4      Pickup     yes       $0        0      No       2      11
## 2727   $5,900   1     Minivan     yes       $0        0      No       3       1
## 2728  $12,910   1       z_SUV      no       $0        0      No       0      10
## 2729  $18,600   4         Van      no       $0        0      No       3      13
## 2730  $13,140   4       z_SUV      no       $0        0     Yes       0      15
## 2731  $29,640  17 Panel Truck      no       $0        0      No       0      14
## 2732  $19,960   4      Pickup      no   $8,306        3      No       0      18
## 2733  $11,160   1  Sports Car      no     $746        2      No       0      NA
## 2734  $14,900   7     Minivan     yes       $0        0      No       0       4
## 2735  $21,120  10         Van     yes       $0        0      No       0       6
## 2736  $26,320  16     Minivan     yes       $0        0     Yes       0       8
## 2737   $5,000   5       z_SUV      no       $0        0      No       0       8
## 2738  $11,030   4      Pickup     yes   $6,050        2      No       1       1
## 2739  $17,980   7         Van     yes       $0        0      No       2       5
## 2740  $12,450  10       z_SUV      no   $2,457        2      No       0       8
## 2741  $10,490   6  Sports Car      no  $41,137        1     Yes       5      11
## 2742  $48,380   4 Panel Truck      no       $0        0     Yes       1      20
## 2743  $22,370  10     Minivan     yes       $0        0      No       0      16
## 2744  $27,170   6       z_SUV      no   $8,303        3      No       5      12
## 2745  $14,000  10       z_SUV      no       $0        0      No       0       6
## 2746   $7,830   1       z_SUV      no   $3,520        3      No       1       5
## 2747  $31,000   1 Panel Truck     yes   $4,344        2      No       0      14
## 2748  $37,510   1  Sports Car      no       $0        0      No       0       8
## 2749  $25,470   4      Pickup      no       $0        0      No       1      NA
## 2750  $29,540   4     Minivan     yes       $0        0      No       0       9
## 2751   $9,420  17      Pickup     yes   $1,571        3      No       5      NA
## 2752  $12,580   6     Minivan     yes       $0        0      No       1       1
## 2753   $7,700  13      Pickup     yes       $0        0      No       0      18
## 2754  $14,310   6     Minivan     yes   $8,013        1      No       5      18
## 2755  $20,670   3     Minivan      no       $0        0      No       0       1
## 2756   $3,440   3       z_SUV      no   $6,986        3      No       9      14
## 2757   $9,530   3       z_SUV      no       $0        0      No       1       1
## 2758   $3,470   6  Sports Car      no       $0        0      No       0       1
## 2759  $21,620   9       z_SUV      no   $6,259        1      No       3       1
## 2760  $21,930   1         Van     yes   $6,413        2      No       5      19
## 2761  $24,510   7     Minivan     yes       $0        0      No       0      16
## 2762  $15,430   1     Minivan     yes       $0        0      No       0       1
## 2763  $26,370  13 Panel Truck     yes       $0        0      No       7      NA
## 2764   $9,840  11      Pickup      no  $38,832        2     Yes       1      12
## 2765   $5,600   1       z_SUV      no       $0        0     Yes       2      10
## 2766   $7,870   1       z_SUV      no       $0        0      No       1      16
## 2767  $34,790  11       z_SUV      no   $4,805        2      No       0      NA
## 2768  $27,570   6       z_SUV      no   $1,451        4      No       5       1
## 2769   $1,500   7     Minivan     yes   $2,800        1      No       8       6
## 2770   $5,370   7       z_SUV      no       $0        0     Yes       1       9
## 2771   $9,490   6     Minivan     yes       $0        0      No       4       8
## 2772  $23,630   1 Panel Truck     yes   $8,599        3      No       0      13
## 2773   $8,960   1       z_SUV      no   $5,372        2      No       0       1
## 2774   $7,100   4       z_SUV      no       $0        0      No       0       9
## 2775  $17,420   6     Minivan      no       $0        0      No       0       7
## 2776   $1,500  10       z_SUV      no   $8,618        4      No       2      NA
## 2777  $14,180   1       z_SUV      no       $0        0     Yes       0       5
## 2778  $27,440   6     Minivan      no       $0        0      No       1      NA
## 2779  $25,240   7 Panel Truck      no   $6,035        3      No       6      NA
## 2780  $10,850   9       z_SUV      no       $0        0      No       0      11
## 2781   $6,410   1  Sports Car      no       $0        0      No       1       1
## 2782  $18,430   3     Minivan      no   $4,987        2     Yes       0      10
## 2783  $15,500   7     Minivan      no       $0        0     Yes       0      10
## 2784  $19,290   3     Minivan     yes   $8,292        1      No       1      15
## 2785  $31,530   5  Sports Car      no       $0        0      No       0       1
## 2786   $6,620   1      Pickup      no   $3,627        1      No       8       1
## 2787   $6,500   4       z_SUV      no       $0        0      No       1      11
## 2788  $23,490   4 Panel Truck     yes       $0        0      No       0      23
## 2789   $5,330   1       z_SUV      no   $3,319        1      No       3      12
## 2790  $18,470   1     Minivan      no       $0        0      No       0       9
## 2791   $7,060   6      Pickup     yes   $1,757        2      No       6       6
## 2792  $15,880   8     Minivan      no       $0        0      No       0      14
## 2793   $6,750   7      Pickup     yes     $582        3      No       3      10
## 2794  $15,240   7     Minivan     yes       $0        0      No       0       7
## 2795   $6,700   7      Pickup     yes       $0        0      No       0      NA
## 2796  $24,280  11       z_SUV      no       $0        0      No       0      19
## 2797  $20,870   1         Van     yes       $0        0      No       0      13
## 2798  $42,540   4 Panel Truck      no   $3,977        1      No       0       4
## 2799  $15,120   1     Minivan     yes       $0        0      No       0      NA
## 2800  $19,340   3         Van     yes   $5,059        1      No       0      14
## 2801  $10,040   6       z_SUV      no       $0        0      No       1       7
## 2802  $26,820   4 Panel Truck     yes       $0        0      No       1      14
## 2803  $26,700   6 Panel Truck     yes       $0        0      No       1       1
## 2804  $31,520   1 Panel Truck      no       $0        0     Yes       2       8
## 2805   $6,200   1      Pickup     yes       $0        0      No       1       1
## 2806  $13,120  10     Minivan     yes       $0        0      No       1      16
## 2807  $24,090   7     Minivan      no  $20,330        3     Yes       6       1
## 2808  $16,330   7       z_SUV      no   $7,829        2      No       4      NA
## 2809  $20,490   5     Minivan      no       $0        0      No       0       1
## 2810  $14,770   4     Minivan      no       $0        0      No       2       1
## 2811  $28,220   7 Panel Truck      no       $0        0      No       0       5
## 2812  $10,210   1       z_SUV     yes       $0        0      No       0      16
## 2813   $7,990   7       z_SUV      no   $4,620        1      No       5       8
## 2814   $1,500   6       z_SUV      no   $6,755        2      No       0      NA
## 2815  $17,650   2       z_SUV      no   $4,826        1      No       4       7
## 2816  $15,240   6     Minivan     yes       $0        0      No       0      11
## 2817   $9,290   6       z_SUV      no   $9,795        2      No       2       9
## 2818   $9,800   1       z_SUV      no       $0        0      No       0       9
## 2819   $6,180   7       z_SUV      no       $0        0      No       0       1
## 2820   $1,500   9     Minivan     yes       $0        0      No       0       9
## 2821  $18,050   1         Van      no       $0        0      No       1       6
## 2822  $18,000   4       z_SUV      no   $4,263        1      No       5       1
## 2823  $13,400   1     Minivan      no   $7,496        2      No       3      12
## 2824  $17,240  13       z_SUV      no       $0        0      No       0       9
## 2825  $20,900   9         Van     yes  $11,407        2      No       4      22
## 2826  $22,210  11         Van      no   $5,384        2      No       5       8
## 2827  $18,150   1         Van      no   $1,380        3      No       1      10
## 2828   $8,420  10      Pickup     yes       $0        0      No       0       7
## 2829  $10,810   1      Pickup     yes       $0        0     Yes       1       1
## 2830  $10,830   1      Pickup      no   $6,170        2      No       4      10
## 2831   $5,990   7  Sports Car      no       $0        0      No       0       1
## 2832   $7,180   1      Pickup     yes       $0        0      No       0      10
## 2833   $3,320   6     Minivan     yes   $7,499        2      No       0       7
## 2834   $6,800   6  Sports Car      no       $0        0      No       0       8
## 2835  $11,070   4      Pickup     yes       $0        0      No       1      NA
## 2836  $34,880  13       z_SUV      no  $46,912        1     Yes       2       9
## 2837  $11,010   1       z_SUV      no   $3,603        1      No       3       6
## 2838  $11,500   1       z_SUV      no       $0        0      No       0      11
## 2839  $15,050   7       z_SUV      no       $0        0      No       1      15
## 2840  $18,340   1         Van      no   $1,124        4      No       0       9
## 2841  $28,360   6       z_SUV      no       $0        0      No       0       9
## 2842  $13,340   4     Minivan     yes   $4,438        1      No       6      10
## 2843  $30,660   7     Minivan      no       $0        0      No       0       8
## 2844  $24,590   6 Panel Truck      no   $5,292        2      No       7      14
## 2845  $10,380  10     Minivan      no       $0        0      No       0      21
## 2846  $30,000   1  Sports Car      no       $0        0      No       2      NA
## 2847  $10,670   1      Pickup     yes       $0        0     Yes       0      11
## 2848  $26,910   1 Panel Truck     yes       $0        0      No       3      16
## 2849   $4,800   7       z_SUV      no       $0        0      No       1       1
## 2850  $14,260   7     Minivan      no       $0        0      No       1      12
## 2851   $8,580   1       z_SUV      no   $1,143        1      No       4       7
## 2852  $13,800   6       z_SUV      no       $0        0     Yes       3       8
## 2853  $14,460   1       z_SUV      no  $31,073        1     Yes       0       1
## 2854   $5,760   7     Minivan     yes   $3,409        2      No      11      10
## 2855  $13,350   1  Sports Car      no       $0        0      No       0      17
## 2856  $17,830   4      Pickup      no       $0        0      No       3       1
## 2857  $20,130  21         Van     yes   $4,188        1      No       5      15
## 2858  $22,760  13     Minivan      no       $0        0      No       2       1
## 2859   $4,380   6       z_SUV      no  $11,027        3      No       8      16
## 2860  $17,790  11         Van     yes       $0        0     Yes       0       1
## 2861  $10,420   4       z_SUV      no       $0        0      No       5      12
## 2862   $8,030   1       z_SUV      no       $0        0      No       0      NA
## 2863  $14,440   1     Minivan      no  $44,214        2      No       3       8
## 2864   $9,970   7  Sports Car      no       $0        0      No       0      13
## 2865  $13,890   1     Minivan     yes   $1,501        1      No       1       4
## 2866  $13,510   1       z_SUV      no   $3,092        1      No       5      11
## 2867  $15,350   3     Minivan     yes   $5,734        1      No       0       1
## 2868   $7,980   7  Sports Car      no       $0        0      No       1       7
## 2869  $18,350   3         Van     yes   $4,004        1      No       0      12
## 2870  $33,450   1 Panel Truck     yes       $0        0      No       2      12
## 2871  $14,990   4     Minivan      no       $0        0      No       0      12
## 2872   $7,510  16       z_SUV      no       $0        0      No       3       9
## 2873  $17,280   6         Van     yes       $0        0      No       4      18
## 2874   $8,940   1  Sports Car      no  $39,397        2     Yes       5       1
## 2875  $15,410  10       z_SUV      no   $3,380        3      No       9       1
## 2876  $20,090   3         Van      no       $0        0      No       1       1
## 2877  $31,560  12 Panel Truck     yes       $0        0      No       0       1
## 2878   $7,250   4     Minivan      no       $0        0      No       0      NA
## 2879   $4,500   1       z_SUV      no   $6,351        4      No       0       8
## 2880  $29,250   6 Panel Truck      no       $0        0      No       0       8
## 2881   $9,670   1       z_SUV      no   $2,412        2      No       0      NA
## 2882  $30,190  10       z_SUV      no       $0        0     Yes       1       8
## 2883  $11,140   1      Pickup     yes       $0        0      No       1       7
## 2884   $6,790  10  Sports Car      no       $0        0      No       1       1
## 2885  $21,870   4       z_SUV      no   $8,737        1      No       2      14
## 2886  $15,120   3       z_SUV      no   $2,977        3      No       8       1
## 2887  $11,530   4       z_SUV      no       $0        0      No       0      11
## 2888  $23,620   1     Minivan      no       $0        0      No       0      NA
## 2889  $12,880  10     Minivan      no       $0        0      No       0       1
## 2890   $5,950   1      Pickup     yes  $48,010        2     Yes       3       5
## 2891  $10,660   1     Minivan      no       $0        0      No       0      13
## 2892  $15,440   1     Minivan      no       $0        0      No       0      NA
## 2893   $9,940   4      Pickup     yes  $39,710        1     Yes       0      NA
## 2894  $16,280  10     Minivan     yes       $0        0      No       0       1
## 2895   $1,520  10  Sports Car      no       $0        0      No       0      16
## 2896  $26,310   4     Minivan     yes       $0        0      No       0       6
## 2897  $12,010   4      Pickup     yes  $17,445        2     Yes       3      12
## 2898  $27,260   1 Panel Truck      no       $0        0      No       0       7
## 2899  $12,840  13       z_SUV      no       $0        0      No       0      NA
## 2900  $20,690  13      Pickup      no   $5,898        1      No       6       5
## 2901  $23,940  10     Minivan      no       $0        0      No       1      18
## 2902  $14,960   7      Pickup      no   $4,056        2      No       1       1
## 2903  $19,430   1         Van     yes       $0        0      No       2       7
## 2904  $65,970   1     Minivan     yes       $0        0      No       0       9
## 2905  $28,600   1 Panel Truck     yes       $0        0      No       1       1
## 2906  $18,190   4  Sports Car      no       $0        0      No       2       7
## 2907  $19,770   6     Minivan      no   $4,559        4      No       5      15
## 2908  $20,670   4         Van      no   $3,502        3      No       6       7
## 2909   $5,900   1  Sports Car      no       $0        0      No       4      11
## 2910  $19,390  10         Van     yes       $0        0      No       0       1
## 2911  $40,980  11 Panel Truck     yes  $16,328        3      No       1      15
## 2912  $17,190  12     Minivan      no   $6,495        1      No       0       1
## 2913  $15,050   1       z_SUV      no   $3,246        2      No       1       2
## 2914  $14,400   1     Minivan      no       $0        0     Yes       0       1
## 2915  $29,980   6      Pickup      no   $2,911        2      No       3       1
## 2916  $20,590   1         Van      no  $24,139        2     Yes       5      17
## 2917  $17,060   1         Van     yes       $0        0      No       1      15
## 2918  $27,770   1     Minivan      no       $0        0      No       0       1
## 2919  $10,300   7       z_SUV      no       $0        0      No       4       1
## 2920  $19,090   7  Sports Car      no       $0        0      No       0      14
## 2921   $8,770   4       z_SUV      no       $0        0      No       3      14
## 2922   $6,700   1      Pickup      no       $0        0      No       0       1
## 2923   $5,400   1       z_SUV      no       $0        0      No       0       6
## 2924  $22,010   1         Van     yes   $2,733        3      No       6       1
## 2925  $17,810  11         Van     yes       $0        0      No       1      10
## 2926   $8,030   3       z_SUV      no   $9,937        3      No       0      11
## 2927  $32,490   1 Panel Truck     yes   $6,534        2      No       0       1
## 2928  $16,260   4       z_SUV      no   $3,416        4      No       3       4
## 2929   $9,640   1  Sports Car      no       $0        0     Yes       3       8
## 2930  $37,620   6         Van      no       $0        0      No       1      12
## 2931  $18,450  10         Van     yes       $0        0      No       0      16
## 2932  $15,630   6     Minivan      no       $0        0     Yes       4      19
## 2933  $24,650   6 Panel Truck     yes       $0        0      No       0      14
## 2934   $9,720   1       z_SUV      no       $0        0     Yes       0      13
## 2935  $27,210   7       z_SUV      no   $1,372        2      No       4       1
## 2936  $30,530   9         Van      no   $6,617        3      No       0      15
## 2937   $6,500   4      Pickup      no       $0        0      No       0      11
## 2938  $13,870   6      Pickup      no       $0        0      No       0      14
## 2939  $13,170   4       z_SUV      no       $0        0      No       0       5
## 2940  $25,430  21 Panel Truck      no   $4,564        3      No       0       8
## 2941  $15,660   4       z_SUV      no  $31,213        2     Yes       0       7
## 2942  $25,940   6 Panel Truck      no       $0        0      No       4      19
## 2943  $32,880   6     Minivan     yes   $7,861        2      No       0      16
## 2944  $13,420  14     Minivan     yes       $0        0      No       0      11
## 2945   $5,800   4  Sports Car      no   $6,591        3      No       4      11
## 2946  $30,350   3         Van      no       $0        0      No       0      22
## 2947  $12,780   1       z_SUV      no   $5,244        1      No       5      10
## 2948   $5,900   7      Pickup     yes  $40,943        2     Yes       0       5
## 2949  $17,570   6         Van      no  $37,412        2     Yes       1       1
## 2950  $19,670   7       z_SUV      no  $10,491        2      No       0      12
## 2951  $24,520   6  Sports Car      no       $0        0      No       1      15
## 2952   $8,420  10       z_SUV      no       $0        0      No       3       1
## 2953  $31,890   1 Panel Truck      no       $0        0      No       0      12
## 2954   $5,080  13  Sports Car      no       $0        0     Yes       0      NA
## 2955  $10,360   6       z_SUV      no       $0        0      No       3       7
## 2956  $12,610   4     Minivan     yes   $4,814        2      No       2       6
## 2957  $22,620   6 Panel Truck     yes   $4,497        3      No       7      12
## 2958  $26,010   7     Minivan      no       $0        0      No       0       7
## 2959  $18,080   7       z_SUV      no       $0        0     Yes       4      11
## 2960  $14,900   1     Minivan      no       $0        0     Yes       2      11
## 2961  $22,470   1     Minivan      no   $1,263        1      No       2       7
## 2962   $1,500   1     Minivan     yes       $0        0      No       0      11
## 2963   $9,690   1       z_SUV      no       $0        0      No       0       9
## 2964  $13,880   1       z_SUV      no       $0        0      No       0       7
## 2965   $7,100   4  Sports Car      no       $0        0      No       2      NA
## 2966  $15,840  10       z_SUV      no   $8,455        3      No       1       6
## 2967  $27,110   6 Panel Truck      no   $3,137        1      No       4       7
## 2968  $15,440  10     Minivan     yes   $6,417        1      No       0       1
## 2969  $26,670   1     Minivan      no       $0        0      No       2      14
## 2970   $9,860   6      Pickup     yes       $0        0      No       0       7
## 2971   $3,180  11  Sports Car     yes  $25,235        1     Yes       0      13
## 2972  $14,470   7     Minivan     yes   $7,006        1      No       6      NA
## 2973   $6,640  15  Sports Car      no   $7,186        3      No       2       8
## 2974   $9,340  13  Sports Car      no       $0        0      No       0       1
## 2975  $17,740   1         Van     yes       $0        0      No       0       3
## 2976  $12,070   8       z_SUV      no       $0        0      No       0       5
## 2977  $37,130   1      Pickup      no   $5,211        3      No       3      16
## 2978   $3,870   6       z_SUV      no   $3,608        4      No       5       1
## 2979  $10,800   6       z_SUV      no   $7,378        1      No       4       4
## 2980  $15,370   9       z_SUV      no   $8,283        1      No       0       8
## 2981   $5,900   7      Pickup     yes       $0        0      No       0      16
## 2982  $13,780   7       z_SUV      no       $0        0      No       0       1
## 2983  $26,310   4     Minivan      no       $0        0     Yes       0       9
## 2984   $9,920  14       z_SUV      no       $0        0      No       0      19
## 2985  $39,360   3     Minivan      no       $0        0      No       1      15
## 2986   $6,200   1       z_SUV      no   $8,352        2      No      10      10
## 2987   $9,790   5      Pickup      no       $0        0      No       4       4
## 2988  $10,610   1       z_SUV      no     $865        2      No       7      16
## 2989   $9,700  13      Pickup     yes       $0        0      No       3       8
## 2990   $1,500  10     Minivan      no       $0        0      No       2      13
## 2991  $15,480   1     Minivan     yes       $0        0      No       5      14
## 2992  $29,980   1 Panel Truck     yes       $0        0      No       0       1
## 2993   $9,110   4      Pickup     yes   $1,744        2      No       0       6
## 2994  $10,020   4      Pickup     yes       $0        0      No       0       1
## 2995  $11,380   1  Sports Car      no       $0        0      No       5       1
## 2996  $16,170  10     Minivan     yes       $0        0      No       3       7
## 2997  $24,480   4     Minivan      no  $13,665        2      No       4      16
## 2998   $8,040  10       z_SUV      no  $23,659        1     Yes       3       1
## 2999  $26,440   7 Panel Truck      no       $0        0      No       1       5
## 3000   $5,500   1       z_SUV      no       $0        0      No       0       7
## 3001  $19,810  10      Pickup      no       $0        0     Yes       1       8
## 3002  $20,430   4  Sports Car      no       $0        0      No       1       1
## 3003  $25,390  10  Sports Car      no       $0        0      No       0       1
## 3004  $15,570  11     Minivan     yes       $0        0      No       2      18
## 3005   $6,360   7  Sports Car      no       $0        0      No       0       1
## 3006   $3,640   3     Minivan     yes   $8,037        2      No       7       1
## 3007  $18,360   1      Pickup      no  $15,821        1      No       6       1
## 3008  $15,740   7  Sports Car      no       $0        0     Yes       0      11
## 3009  $11,360   1      Pickup     yes       $0        0      No       6       9
## 3010  $21,440  10       z_SUV      no  $27,094        3     Yes       6       6
## 3011  $10,430   1     Minivan      no       $0        0      No       1      NA
## 3012  $10,930  11       z_SUV      no       $0        0      No       0      16
## 3013   $7,440   3       z_SUV      no   $6,711        2      No       2      10
## 3014   $9,980   9      Pickup     yes       $0        0      No       0      10
## 3015  $13,790   4      Pickup      no       $0        0      No       4       4
## 3016  $19,880   1  Sports Car      no       $0        0     Yes       0      13
## 3017  $15,920   1     Minivan      no       $0        0      No       1      15
## 3018   $3,330  10       z_SUV      no  $22,248        2      No       0      NA
## 3019  $13,510   1     Minivan      no       $0        0      No       0       9
## 3020   $5,800   1  Sports Car      no   $2,768        3      No       7       1
## 3021  $20,110   1         Van      no       $0        0      No       4      NA
## 3022  $21,100   1         Van     yes       $0        0      No       2      17
## 3023   $9,540  10       z_SUV      no       $0        0      No       0       7
## 3024  $15,170   6       z_SUV      no   $9,448        4      No       4       1
## 3025  $18,540   6     Minivan     yes       $0        0      No       0       1
## 3026  $10,550   4       z_SUV      no   $6,730        2      No       0      16
## 3027   $7,050   6      Pickup      no       $0        0      No       3       1
## 3028  $18,960   1     Minivan      no       $0        0      No       3      10
## 3029  $11,950  10      Pickup      no       $0        0      No       5       1
## 3030   $5,000  11  Sports Car      no       $0        0      No       2       7
## 3031  $18,250   6       z_SUV      no   $2,039        2      No       1       9
## 3032  $14,650   6     Minivan      no  $46,600        4     Yes       0       1
## 3033  $26,500   1 Panel Truck      no   $6,264        3      No       0       5
## 3034  $16,270   6     Minivan      no   $3,280        1      No       4      17
## 3035   $9,130   4       z_SUV      no   $3,922        1      No       0       7
## 3036  $17,550   1     Minivan     yes       $0        0      No       1      11
## 3037  $12,200  11      Pickup     yes   $6,931        3      No       4       7
## 3038   $5,800   3      Pickup     yes   $5,820        3      No       6       1
## 3039   $5,900  16  Sports Car      no       $0        0      No       0      NA
## 3040  $22,930   6       z_SUV      no       $0        0      No       0       1
## 3041  $14,620   6     Minivan      no   $4,728        3      No       0       8
## 3042  $16,560   6  Sports Car      no  $33,656        2      No       0       1
## 3043  $11,660   3     Minivan      no  $27,896        3      No       2       1
## 3044   $9,600  11     Minivan      no   $3,374        3      No       5      11
## 3045  $28,950   4 Panel Truck     yes       $0        0      No       0      16
## 3046   $3,800   6       z_SUV     yes   $7,705        4      No       0       5
## 3047  $15,630   1     Minivan      no       $0        0      No       0      11
## 3048  $48,620  13 Panel Truck      no       $0        0      No       0      16
## 3049  $16,360   6  Sports Car      no       $0        0      No       2      13
## 3050  $12,950   1       z_SUV      no       $0        0     Yes       3       1
## 3051  $62,240   3 Panel Truck      no       $0        0      No       0      14
## 3052  $32,890   6      Pickup      no       $0        0      No       0      20
## 3053  $12,490   6       z_SUV      no       $0        0      No       1       6
## 3054  $10,950   1  Sports Car     yes   $5,914        3      No       4      19
## 3055  $29,100   1 Panel Truck     yes   $3,348        2      No       5      19
## 3056  $12,460   4     Minivan      no       $0        0      No       0       7
## 3057   $5,150   1      Pickup      no       $0        0      No       4      NA
## 3058  $11,570   6      Pickup     yes       $0        0      No       0      12
## 3059  $17,930   6       z_SUV      no   $4,824        2      No       0      NA
## 3060   $7,390  11  Sports Car      no       $0        0      No       2       6
## 3061  $12,800   1     Minivan      no       $0        0      No       0      18
## 3062  $32,820   1         Van      no       $0        0     Yes       0       1
## 3063  $14,810   1       z_SUV      no       $0        0     Yes       0       8
## 3064  $16,230   3     Minivan      no   $8,132        2      No       3       7
## 3065  $29,040   6 Panel Truck      no       $0        0     Yes       0       9
## 3066  $21,410   4       z_SUV      no       $0        0     Yes       0      10
## 3067  $29,870  17     Minivan      no  $40,450        2     Yes       0       1
## 3068  $28,850   1      Pickup      no       $0        0      No       1      13
## 3069  $15,360   4     Minivan      no       $0        0      No       0      NA
## 3070  $13,250   1      Pickup      no   $7,049        2      No       7      14
## 3071  $18,550  13     Minivan      no   $9,969        1      No       0       8
## 3072   $2,670   1  Sports Car      no       $0        0      No       0       1
## 3073   $9,470   6       z_SUV     yes  $35,070        2     Yes       0      11
## 3074  $20,630   6         Van     yes   $2,088        4      No       3       9
## 3075  $14,500   7     Minivan      no       $0        0      No       0       6
## 3076  $11,110   1       z_SUV      no       $0        0      No       1      10
## 3077  $11,900   7       z_SUV      no       $0        0     Yes       1       1
## 3078  $14,610  10     Minivan     yes       $0        0      No       0      NA
## 3079  $18,560   1         Van     yes       $0        0      No       1      14
## 3080   $8,380   7      Pickup     yes   $1,343        1      No       1       1
## 3081   $6,500  10       z_SUV      no       $0        0     Yes       0      NA
## 3082  $15,440   9       z_SUV      no  $47,414        1     Yes       0       1
## 3083  $19,280   4  Sports Car      no       $0        0      No       0       1
## 3084  $23,840   4       z_SUV      no       $0        0     Yes       0       9
## 3085  $17,580   1       z_SUV      no  $10,205        2      No       2       1
## 3086   $7,510  10  Sports Car      no  $51,593        1     Yes       3      18
## 3087  $26,620   1 Panel Truck     yes   $3,950        3      No       6       1
## 3088  $11,530  10       z_SUV      no       $0        0      No       0      11
## 3089  $33,750   6 Panel Truck      no   $6,016        1      No       5      18
## 3090  $19,650   4  Sports Car      no       $0        0      No       0      14
## 3091   $7,740   6  Sports Car      no       $0        0      No       0       9
## 3092  $22,450   3      Pickup      no       $0        0      No       0      NA
## 3093   $9,780   4      Pickup     yes   $4,253        2      No       0       1
## 3094   $5,800   1  Sports Car      no       $0        0      No       4       3
## 3095  $21,620   1     Minivan      no       $0        0      No       1       1
## 3096   $8,290   1       z_SUV      no       $0        0      No       0       8
## 3097   $7,200   1       z_SUV      no       $0        0      No       0      NA
## 3098  $23,510   1      Pickup      no       $0        0      No       0      16
## 3099  $22,160   6       z_SUV      no  $11,132        2      No       0       8
## 3100  $17,820   1     Minivan     yes   $7,905        1      No       6      13
## 3101  $10,300  15      Pickup      no       $0        0      No       1      18
## 3102  $10,110  10      Pickup      no       $0        0      No       0       4
## 3103   $9,800   7       z_SUV      no       $0        0      No       0      10
## 3104   $7,500   1      Pickup      no       $0        0      No       0      NA
## 3105   $9,620   1       z_SUV      no       $0        0      No       0       1
## 3106  $14,870   7       z_SUV      no   $5,817        2      No       2       9
## 3107   $3,680   7       z_SUV      no       $0        0      No       1       6
## 3108   $5,600   4       z_SUV      no   $9,715        1      No       7       1
## 3109  $13,410   4     Minivan     yes  $11,389        4      No       4      14
## 3110   $6,650   6       z_SUV      no       $0        0      No       0      16
## 3111  $20,820  11     Minivan     yes   $6,987        2      No       4      16
## 3112   $5,300   1       z_SUV      no   $6,815        1      No       3      13
## 3113  $25,850   1     Minivan      no       $0        0      No       2       5
## 3114  $22,610  10 Panel Truck      no     $812        1      No      10       1
## 3115  $16,540  10       z_SUV      no   $3,901        2      No       7       7
## 3116  $16,030   6     Minivan      no       $0        0      No       1       1
## 3117   $8,150  13      Pickup      no       $0        0      No       0       1
## 3118   $5,100   1      Pickup      no       $0        0     Yes       0      12
## 3119  $24,630   7 Panel Truck     yes  $24,546        1     Yes      11       5
## 3120  $14,390   1     Minivan     yes   $3,482        2      No       0      13
## 3121  $25,770   4       z_SUV      no       $0        0      No       2       6
## 3122  $24,050   6 Panel Truck     yes       $0        0      No       0       1
## 3123  $25,540   6      Pickup     yes     $720        2      No       0      14
## 3124   $7,800   6  Sports Car      no   $6,181        2      No       1      15
## 3125   $8,790  17      Pickup     yes   $5,192        3      No       5       1
## 3126  $16,350   3         Van      no   $8,692        2      No      11      16
## 3127  $17,360   1     Minivan      no       $0        0      No       2       1
## 3128   $5,600   8       z_SUV      no       $0        0      No       0      NA
## 3129  $23,880  10       z_SUV      no   $1,776        3      No       4      16
## 3130  $19,370  10         Van      no   $5,375        2      No       7      14
## 3131   $8,880   3       z_SUV      no       $0        0      No       1       5
## 3132  $32,400   1 Panel Truck     yes       $0        0      No       0       9
## 3133   $6,760   6  Sports Car      no       $0        0      No       0      NA
## 3134  $15,600   1     Minivan     yes   $1,833        1      No       6       7
## 3135  $10,420   1       z_SUV      no     $506        2      No       2       4
## 3136  $12,070   7     Minivan      no       $0        0      No       1      10
## 3137  $25,450   3 Panel Truck     yes  $22,443        1     Yes       0      NA
## 3138   $2,840   4  Sports Car      no       $0        0      No       0       7
## 3139  $12,140   1       z_SUV      no       $0        0      No       0       1
## 3140   $8,010   6     Minivan     yes   $1,011        2      No       5      15
## 3141  $11,970  13      Pickup      no   $5,891        5      No       4      10
## 3142   $7,180  16      Pickup     yes       $0        0      No       3      13
## 3143  $12,560   4  Sports Car      no       $0        0      No       3       1
## 3144  $29,390   1 Panel Truck      no       $0        0      No       0      20
## 3145   $1,500   4  Sports Car      no   $7,579        2      No       5       6
## 3146   $5,800   7       z_SUV      no       $0        0      No       0       1
## 3147  $10,060   6       z_SUV      no  $27,746        4     Yes       2       7
## 3148  $16,970   8         Van      no       $0        0      No       0       9
## 3149  $28,670   1 Panel Truck      no  $10,474        1      No       0      NA
## 3150  $11,040   1     Minivan      no       $0        0      No       0       6
## 3151  $36,030   1 Panel Truck     yes       $0        0      No       1      20
## 3152   $1,500   4  Sports Car      no       $0        0      No       0       1
## 3153   $1,500   4       z_SUV      no       $0        0      No       0       1
## 3154  $16,200  10     Minivan      no       $0        0     Yes       4      17
## 3155  $13,120   1     Minivan      no       $0        0      No       1       8
## 3156  $22,780   4  Sports Car      no       $0        0      No       0       1
## 3157   $6,570   4      Pickup      no       $0        0      No       0       1
## 3158  $21,230   7         Van     yes       $0        0      No       0       1
## 3159  $18,750   6       z_SUV      no       $0        0      No       1       7
## 3160  $12,990  13     Minivan      no  $39,424        3     Yes       5       9
## 3161  $40,750   1         Van      no   $1,534        2      No       0      10
## 3162   $4,960   7      Pickup     yes       $0        0     Yes       0       8
## 3163   $1,500   7     Minivan     yes       $0        0      No       0      NA
## 3164  $40,630  10         Van      no       $0        0      No       0      16
## 3165  $15,150  14       z_SUV      no   $1,190        2      No       0       1
## 3166   $6,400   4  Sports Car      no   $5,761        3      No       0       1
## 3167  $21,990   7     Minivan      no       $0        0      No       0      14
## 3168  $20,110   1         Van      no   $1,455        3     Yes       0       1
## 3169   $7,500   4  Sports Car      no       $0        0      No       2       1
## 3170  $12,790  13     Minivan      no   $4,514        4      No       9      18
## 3171  $10,790   1      Pickup      no       $0        0      No       0       1
## 3172  $20,630   4         Van     yes   $6,870        2      No       1       8
## 3173   $4,210   1     Minivan      no       $0        0      No       5       5
## 3174  $12,010   7      Pickup     yes       $0        0      No       3       6
## 3175  $17,700   1       z_SUV      no       $0        0      No       0      16
## 3176  $17,620   1       z_SUV      no       $0        0     Yes       0       8
## 3177   $7,870   6       z_SUV      no  $11,070        2      No       2       7
## 3178  $23,670   6 Panel Truck     yes  $11,213        4      No       0      17
## 3179  $29,370   6      Pickup      no       $0        0      No       0      10
## 3180  $12,560   7     Minivan      no       $0        0      No       3       9
## 3181  $16,360   1         Van     yes       $0        0      No       1      10
## 3182  $26,150   7 Panel Truck      no       $0        0      No       1       9
## 3183  $17,240   4       z_SUV      no       $0        0     Yes       1       7
## 3184  $12,720   1     Minivan      no       $0        0      No       4       1
## 3185  $13,640  14     Minivan      no       $0        0      No       2       1
## 3186   $6,000   7      Pickup      no   $6,637        2      No       3      16
## 3187   $8,860   4      Pickup      no       $0        0      No       2       9
## 3188  $15,340   1     Minivan      no       $0        0      No       0       6
## 3189  $11,280   1       z_SUV      no       $0        0      No       0       6
## 3190   $5,800  13  Sports Car      no   $8,566        2      No       6       1
## 3191  $20,690  17       z_SUV      no  $35,134        2      No       4      11
## 3192   $5,340   6       z_SUV      no   $7,108        2      No       3       1
## 3193  $21,980   1         Van      no       $0        0      No       0      11
## 3194  $17,380   6         Van     yes       $0        0      No       1       1
## 3195  $15,110   4     Minivan     yes   $6,466        2      No       0      NA
## 3196  $18,630  14         Van      no       $0        0      No       2      15
## 3197  $30,050  14 Panel Truck     yes       $0        0      No       0       1
## 3198  $13,110   4       z_SUV      no       $0        0      No       0       7
## 3199  $30,050   3 Panel Truck     yes       $0        0      No       1       4
## 3200  $32,210   1       z_SUV      no       $0        0      No       0       6
## 3201   $8,100   3      Pickup     yes       $0        0      No       0      17
## 3202   $6,900   6       z_SUV      no       $0        0      No       0      12
## 3203  $19,540  14     Minivan      no       $0        0      No       0      21
## 3204  $18,410   9         Van      no       $0        0      No       0       5
## 3205  $14,360   4       z_SUV      no       $0        0      No       1       1
## 3206  $10,260   4       z_SUV      no       $0        0      No       0       1
## 3207  $14,460  10     Minivan      no       $0        0      No       0      NA
## 3208   $1,500   6     Minivan     yes       $0        0      No       1       8
## 3209  $12,470   4  Sports Car      no       $0        0      No       5       1
## 3210  $28,200   6 Panel Truck     yes       $0        0      No       5      NA
## 3211  $18,920  11      Pickup      no       $0        0      No       1       8
## 3212  $10,510   6      Pickup     yes  $38,190        2     Yes       7      12
## 3213   $9,740   1     Minivan     yes   $6,324        3      No       3       6
## 3214   $5,790   6      Pickup     yes       $0        0      No       0       1
## 3215  $23,490  10     Minivan     yes       $0        0      No       0      NA
## 3216  $25,720  10      Pickup      no   $6,985        3      No       3      13
## 3217   $5,220   7      Pickup     yes   $2,158        3      No       2       6
## 3218  $25,350  13 Panel Truck     yes   $5,477        1      No       0      19
## 3219   $2,480   1  Sports Car      no       $0        0      No       0       1
## 3220   $6,100   7     Minivan     yes       $0        0      No       0       9
## 3221  $21,750  10     Minivan      no       $0        0      No       4      17
## 3222  $16,490   1         Van     yes       $0        0      No       0      14
## 3223  $18,370   4         Van     yes       $0        0      No       0       1
## 3224  $15,990   1     Minivan     yes       $0        0      No       0      14
## 3225  $10,160  11       z_SUV      no       $0        0      No       0      13
## 3226  $18,200   1     Minivan      no   $8,375        1      No       1      10
## 3227  $18,860  11         Van     yes       $0        0      No       0      12
## 3228   $5,520   4      Pickup      no       $0        0      No       0      NA
## 3229  $14,960   4       z_SUV      no   $8,206        1      No       2       6
## 3230   $1,500   6       z_SUV      no   $4,576        3      No       3       1
## 3231  $20,280   1         Van      no   $4,162        3      No       7       9
## 3232  $16,480  13     Minivan     yes       $0        0      No       1       7
## 3233   $1,590   4     Minivan     yes       $0        0      No       1       5
## 3234  $12,080   6      Pickup      no   $1,982        1      No       4      12
## 3235  $15,690   1  Sports Car      no       $0        0     Yes       0       1
## 3236  $23,740   4 Panel Truck     yes       $0        0      No       2       8
## 3237   $6,000  21      Pickup     yes       $0        0      No       1      NA
## 3238   $7,910   1     Minivan     yes       $0        0     Yes       5      15
## 3239  $17,310  16         Van      no   $6,412        1      No       1      11
## 3240  $24,960   1         Van      no   $7,642        2      No       0      NA
## 3241  $18,890   1     Minivan      no       $0        0      No       0      21
## 3242   $7,520   1  Sports Car      no   $1,101        1      No       0       9
## 3243  $10,840   4     Minivan      no       $0        0      No       3       9
## 3244  $22,780  21 Panel Truck      no   $7,601        2      No       7      10
## 3245  $34,790   4 Panel Truck     yes       $0        0      No       3      11
## 3246  $28,000   7 Panel Truck     yes       $0        0      No       1       6
## 3247   $9,290   1      Pickup     yes   $4,567        3      No       0       1
## 3248  $10,460  10       z_SUV      no       $0        0      No       0       1
## 3249  $29,620  11      Pickup      no  $10,321        1      No       4      17
## 3250   $8,640  13      Pickup     yes       $0        0     Yes       0       1
## 3251  $19,480  13      Pickup      no       $0        0     Yes       0      NA
## 3252   $6,530   4      Pickup     yes       $0        0      No       0       7
## 3253  $18,240  17         Van     yes       $0        0      No       0       1
## 3254  $15,740   4     Minivan     yes       $0        0      No       0      11
## 3255  $34,030   1     Minivan     yes       $0        0      No       2      16
## 3256  $15,650   4     Minivan      no       $0        0      No       0      19
## 3257  $11,300   6       z_SUV      no   $2,159        1      No       0       9
## 3258   $5,700  10       z_SUV      no       $0        0      No       0       8
## 3259   $9,550   1       z_SUV      no       $0        0      No       0       1
## 3260   $6,550   4      Pickup      no       $0        0      No       0       1
## 3261   $6,990   1       z_SUV      no       $0        0      No       3       9
## 3262   $9,360   4       z_SUV      no       $0        0     Yes       0       1
## 3263   $1,500   9     Minivan     yes   $2,619        2      No       2       8
## 3264  $12,520   3       z_SUV     yes  $20,667        2     Yes       1      13
## 3265  $18,050   7         Van     yes   $9,351        2      No       5       1
## 3266  $11,020   4       z_SUV      no       $0        0      No       0       5
## 3267  $15,570   4       z_SUV      no   $4,734        2      No       7       7
## 3268   $8,370   7  Sports Car      no   $4,123        3      No       0       1
## 3269  $23,910   7 Panel Truck     yes     $548        2      No       7      12
## 3270  $18,080   7      Pickup      no       $0        0      No       0      13
## 3271  $25,420   7     Minivan      no       $0        0      No       0      14
## 3272   $7,600   6      Pickup     yes       $0        0     Yes       0      19
## 3273  $10,530   7       z_SUV      no   $6,444        3      No       0       7
## 3274   $7,960   1       z_SUV      no       $0        0      No       2      15
## 3275   $3,950   6       z_SUV      no       $0        0      No       0       9
## 3276   $6,710  10  Sports Car      no   $3,545        2      No       0       1
## 3277  $19,330  11     Minivan      no       $0        0      No       5       1
## 3278   $9,810  13       z_SUV      no   $3,137        1      No       9      11
## 3279  $31,800  13 Panel Truck      no       $0        0      No       2      14
## 3280  $16,730   4       z_SUV      no       $0        0      No       0      10
## 3281  $22,040   6     Minivan      no   $8,510        3      No       0      13
## 3282  $12,240   6     Minivan     yes       $0        0      No       0      11
## 3283  $13,410   6       z_SUV      no  $44,735        2      No       4       9
## 3284  $14,780   7       z_SUV      no       $0        0      No       0      12
## 3285  $29,900   6      Pickup      no       $0        0      No       2       1
## 3286  $25,850   1      Pickup      no   $1,294        1      No       0      10
## 3287   $6,710   1  Sports Car      no   $3,863        1      No       3       9
## 3288  $17,980   3     Minivan      no       $0        0      No       1      16
## 3289   $2,500  17       z_SUV      no       $0        0      No       1       6
## 3290  $17,330   5     Minivan     yes       $0        0      No       2       5
## 3291  $23,350   1       z_SUV      no       $0        0      No       0      10
## 3292  $17,270   1         Van      no       $0        0      No       0       6
## 3293   $6,980   1       z_SUV      no       $0        0      No       0       9
## 3294   $8,540   6      Pickup     yes       $0        0      No       0       8
## 3295  $21,590   1     Minivan      no       $0        0      No       0       4
## 3296  $11,110   1      Pickup     yes   $5,303        3      No       2       6
## 3297  $12,290   1       z_SUV     yes       $0        0      No       0       7
## 3298  $14,650  10     Minivan      no  $12,098        2     Yes       7       1
## 3299   $8,870   1       z_SUV      no       $0        0     Yes       1      10
## 3300  $18,330   1         Van      no   $6,690        2      No       0       9
## 3301  $32,260   1     Minivan      no   $3,115        2      No       2      13
## 3302  $15,860   1       z_SUV      no  $29,536        2     Yes       2       1
## 3303  $10,900   1     Minivan     yes       $0        0      No       0       1
## 3304   $9,260   9     Minivan     yes       $0        0      No       1      10
## 3305  $11,550   7       z_SUV      no       $0        0      No       0      11
## 3306  $19,200   6     Minivan     yes   $2,459        1      No       0       6
## 3307  $15,620   7     Minivan     yes   $5,150        2      No       1       1
## 3308  $20,290  11     Minivan      no       $0        0      No       0      16
## 3309  $21,100   6      Pickup      no       $0        0      No       0       1
## 3310   $1,500   6       z_SUV      no       $0        0      No       3       7
## 3311   $6,180   4  Sports Car      no     $502        1      No       5       1
## 3312  $12,660   6     Minivan     yes       $0        0      No       0       6
## 3313  $10,840   1     Minivan     yes   $6,841        2      No       0       1
## 3314  $17,540  10         Van      no       $0        0      No       1       1
## 3315   $3,200   1     Minivan     yes   $1,517        1      No       0      NA
## 3316   $6,470   1      Pickup     yes       $0        0     Yes       3      12
## 3317   $4,890  17       z_SUV      no       $0        0      No       2      NA
## 3318  $11,030  10      Pickup     yes  $32,922        3     Yes       7       4
## 3319  $16,320   1       z_SUV      no   $4,352        3      No       1       8
## 3320  $20,360   6       z_SUV      no   $6,710        1      No       0      16
## 3321  $20,690   6         Van      no  $14,915        1     Yes       0       4
## 3322  $15,240   3     Minivan     yes       $0        0      No       1      11
## 3323  $13,950   3     Minivan     yes       $0        0      No       0      13
## 3324  $12,850   4     Minivan      no   $1,304        1      No       5      16
## 3325  $22,830   9 Panel Truck     yes       $0        0      No       0      15
## 3326  $27,010   1 Panel Truck     yes   $3,988        3      No       3       9
## 3327  $16,420  10     Minivan      no   $8,171        2      No       0      10
## 3328  $10,440   4      Pickup      no       $0        0      No       0      19
## 3329  $22,360   1         Van      no       $0        0      No       0      NA
## 3330  $30,330   1      Pickup      no       $0        0      No       0      NA
## 3331  $10,530  16  Sports Car      no       $0        0      No       0       5
## 3332  $33,380   1      Pickup      no       $0        0      No       0      NA
## 3333  $20,160   4       z_SUV      no       $0        0      No       1       8
## 3334  $16,150  10     Minivan     yes       $0        0      No       0      13
## 3335  $15,200   1     Minivan      no   $3,165        2      No       0       1
## 3336  $21,180  17       z_SUV      no       $0        0      No       0      11
## 3337   $6,100  11     Minivan     yes       $0        0      No       0      12
## 3338  $13,030   1     Minivan     yes       $0        0      No       4      11
## 3339  $12,680   4     Minivan      no  $27,779        4      No       0       5
## 3340  $15,240   9     Minivan      no       $0        0      No       0       1
## 3341   $4,700   7       z_SUV      no       $0        0      No       0       6
## 3342   $5,700  10      Pickup     yes   $2,090        2      No       1       5
## 3343   $5,400  10      Pickup     yes       $0        0      No       2       6
## 3344  $29,520   4     Minivan      no       $0        0      No       0      10
## 3345  $34,150   4      Pickup      no       $0        0      No       0       8
## 3346   $1,680  10  Sports Car      no       $0        0      No       4       6
## 3347  $19,020   1       z_SUV      no       $0        0      No       0       5
## 3348   $6,820   4       z_SUV      no       $0        0      No       2      11
## 3349  $38,260   1         Van      no       $0        0      No       2      11
## 3350  $21,480   1         Van     yes       $0        0      No       0      17
## 3351   $5,820   1      Pickup      no       $0        0      No       3       4
## 3352   $7,970  14      Pickup     yes       $0        0      No       2       1
## 3353   $8,740   9       z_SUV      no       $0        0      No       2      NA
## 3354  $17,810  10       z_SUV      no       $0        0      No       0       5
## 3355  $13,110  10      Pickup      no       $0        0      No       2      13
## 3356   $8,370   1      Pickup     yes       $0        0      No       0      13
## 3357  $21,970   6     Minivan      no       $0        0      No       0      25
## 3358  $19,000   1     Minivan     yes       $0        0      No       0       8
## 3359  $16,270  13         Van     yes       $0        0     Yes       2       9
## 3360  $17,030   1       z_SUV      no  $13,272        2      No       3       6
## 3361  $17,120   1  Sports Car      no       $0        0      No       2       9
## 3362  $18,770  10         Van      no       $0        0      No       0      13
## 3363  $34,310   6 Panel Truck      no   $4,423        2      No       0      12
## 3364  $21,780   1     Minivan      no       $0        0     Yes       0      10
## 3365  $18,490   7     Minivan      no   $3,590        3      No       2      11
## 3366   $7,890   1       z_SUV      no       $0        0      No       0      11
## 3367  $22,040  11       z_SUV      no       $0        0      No       0       9
## 3368   $1,500   3     Minivan     yes       $0        0      No       0       1
## 3369  $16,480   1  Sports Car      no   $2,775        3      No       7       1
## 3370  $33,100  10      Pickup      no       $0        0      No       0       8
## 3371  $14,000   1     Minivan      no       $0        0      No       1       6
## 3372   $6,700   6      Pickup     yes       $0        0      No       1      12
## 3373  $18,930   7         Van      no  $11,320        3      No       0       1
## 3374  $30,690   1       z_SUV      no   $4,638        1      No       0      10
## 3375   $6,760   1      Pickup     yes   $9,609        3      No       0      10
## 3376  $16,240  19     Minivan      no       $0        0      No       0       5
## 3377  $15,370   8       z_SUV      no       $0        0      No       0       1
## 3378  $18,500   6  Sports Car      no   $7,014        2      No       4      11
## 3379  $21,570  10     Minivan      no  $18,264        2     Yes       1      NA
## 3380  $20,520   7     Minivan     yes       $0        0      No       0      11
## 3381  $17,500   4     Minivan      no       $0        0      No       0       7
## 3382  $21,860  13       z_SUV      no  $23,433        2      No       3      13
## 3383   $8,090   8       z_SUV      no   $4,402        2      No       7       1
## 3384  $13,540   1     Minivan      no  $10,941        2      No       4      20
## 3385  $20,000   7     Minivan      no       $0        0      No       3      10
## 3386  $10,700   6       z_SUV      no       $0        0      No       0      13
## 3387  $21,970   1         Van     yes       $0        0      No       0      NA
## 3388   $6,170   1       z_SUV      no       $0        0      No       0       1
## 3389  $28,850   1 Panel Truck     yes       $0        0      No       0      10
## 3390  $27,080  11 Panel Truck      no       $0        0      No       1      NA
## 3391   $8,240  16       z_SUV      no  $44,891        1     Yes       2       6
## 3392  $12,280   6       z_SUV      no   $7,070        1      No       0      10
## 3393   $7,760   9       z_SUV      no   $3,327        2      No       5      11
## 3394  $34,450  10 Panel Truck     yes       $0        0      No       0       1
## 3395  $17,680   1     Minivan      no   $4,352        2      No       6       1
## 3396   $5,700  12       z_SUV      no       $0        0      No       0       1
## 3397  $16,150  11       z_SUV      no   $6,135        2      No       7       6
## 3398  $17,490   6         Van     yes       $0        0      No       1      15
## 3399  $14,990   7     Minivan     yes       $0        0      No       1       9
## 3400   $5,300   7     Minivan     yes       $0        0      No       0      15
## 3401  $18,210   1         Van     yes  $34,196        1      No       5       1
## 3402   $9,920   4       z_SUV      no  $36,025        3      No       7       4
## 3403   $5,400   4     Minivan     yes   $6,349        1      No       1      10
## 3404  $27,610   6     Minivan     yes       $0        0      No       0      10
## 3405   $7,000   1      Pickup      no       $0        0     Yes       1       5
## 3406   $9,300   9       z_SUV      no   $7,670        2      No       3      11
## 3407  $18,830  12         Van      no   $5,109        2      No       6       9
## 3408   $9,050  13       z_SUV      no     $974        3      No       7       6
## 3409  $17,700   1       z_SUV      no       $0        0      No       0      12
## 3410  $10,850   4      Pickup     yes   $5,810        3     Yes       0       8
## 3411  $27,320   7 Panel Truck     yes       $0        0      No       1      14
## 3412  $31,560  10     Minivan     yes  $33,581        1     Yes       3       9
## 3413  $19,410   3  Sports Car      no   $4,123        1      No       6      11
## 3414  $16,980   1  Sports Car      no   $4,185        3      No       1       1
## 3415  $17,760   1         Van      no   $3,573        3      No       3      11
## 3416  $15,490   1  Sports Car      no       $0        0      No       2      11
## 3417  $30,900   1  Sports Car      no       $0        0      No       0      15
## 3418  $10,550   6       z_SUV      no       $0        0      No       1       1
## 3419  $14,300   1       z_SUV      no   $7,341        1      No       8      NA
## 3420   $6,400   7      Pickup      no       $0        0      No       0       1
## 3421  $23,810   8 Panel Truck     yes  $19,595        1     Yes      10       8
## 3422  $17,690  11     Minivan      no       $0        0      No       0      16
## 3423  $11,500  16     Minivan      no       $0        0      No       0       1
## 3424  $11,750   4  Sports Car      no       $0        0      No       0       7
## 3425  $20,820   3         Van      no       $0        0      No       1      10
## 3426   $8,950   4      Pickup      no       $0        0      No       1       1
## 3427  $18,780  11       z_SUV      no       $0        0      No       0       1
## 3428  $16,520   1       z_SUV      no       $0        0      No       0       1
## 3429   $6,600   1       z_SUV      no  $27,503        4     Yes       1       1
## 3430  $26,910   3      Pickup      no   $6,494        1      No       0      18
## 3431   $5,600   1       z_SUV      no       $0        0      No       0       1
## 3432  $13,290  11  Sports Car      no   $1,852        2      No       5       1
## 3433   $1,500   1       z_SUV      no       $0        0      No       0      16
## 3434   $9,960   1       z_SUV      no       $0        0      No       0       7
## 3435  $10,580   7  Sports Car      no   $7,588        3      No       6       1
## 3436   $5,410   1       z_SUV      no  $22,598        3     Yes       8       1
## 3437  $10,190   1       z_SUV      no       $0        0      No       1       8
## 3438  $38,440   4 Panel Truck      no       $0        0      No       0      19
## 3439  $22,500   1     Minivan      no       $0        0      No       0      11
## 3440  $29,940   6         Van      no       $0        0      No       1      14
## 3441  $11,800   7      Pickup     yes   $1,437        2      No       0      11
## 3442   $7,250   8      Pickup     yes       $0        0      No       1       6
## 3443  $13,170   4  Sports Car      no   $3,338        1      No       6      16
## 3444  $24,020   1       z_SUV      no       $0        0      No       0      15
## 3445  $16,360   4       z_SUV      no   $6,720        1      No       1      NA
## 3446  $16,500  13     Minivan     yes       $0        0      No       0       6
## 3447   $6,570  15  Sports Car      no       $0        0      No       0       1
## 3448   $5,640   7  Sports Car      no       $0        0      No       1       1
## 3449  $29,640   1     Minivan      no       $0        0      No       1      14
## 3450   $6,900   6  Sports Car      no       $0        0      No       1      16
## 3451   $6,000   4       z_SUV      no  $29,651        2     Yes       8       7
## 3452  $30,930   1     Minivan      no       $0        0      No       2      18
## 3453  $14,070  10     Minivan      no   $1,128        1      No       0       6
## 3454  $19,960   1      Pickup      no       $0        0      No       0       1
## 3455  $14,520  15     Minivan      no       $0        0      No       0       6
## 3456  $18,660   4         Van     yes       $0        0      No       0      10
## 3457  $21,020   1     Minivan     yes       $0        0      No       0       1
## 3458  $11,960   1       z_SUV      no       $0        0      No       1      17
## 3459  $10,000   1  Sports Car     yes       $0        0      No       0       7
## 3460  $20,770   1         Van     yes       $0        0      No       6       1
## 3461  $21,280   1     Minivan      no       $0        0      No       0       1
## 3462  $19,960   1         Van      no   $3,960        4      No       8       9
## 3463  $17,210   4         Van     yes       $0        0      No       0       1
## 3464   $4,700  10       z_SUV      no       $0        0      No       0      NA
## 3465  $25,250   1      Pickup      no       $0        0     Yes       0       8
## 3466   $4,120   4       z_SUV      no       $0        0     Yes       1       6
## 3467   $6,320   1       z_SUV      no   $2,434        2      No       4       5
## 3468  $15,000   1     Minivan      no   $7,323        1      No       3       7
## 3469  $14,220   1  Sports Car      no       $0        0      No       1      10
## 3470   $6,360  10     Minivan      no       $0        0      No       0       5
## 3471  $13,820   6     Minivan     yes       $0        0      No       0      20
## 3472   $6,100   1       z_SUV      no       $0        0      No       0       6
## 3473  $18,870  11     Minivan      no       $0        0      No       0       1
## 3474   $4,900  10  Sports Car      no       $0        0      No       0       9
## 3475  $15,480   7       z_SUV      no       $0        0      No       0      10
## 3476  $11,990   4     Minivan     yes   $1,188        1      No       1       1
## 3477   $9,900   3       z_SUV      no   $3,986        3      No       4       1
## 3478  $17,810   7         Van     yes       $0        0      No       0      12
## 3479   $5,620   4      Pickup      no  $10,383        2      No       5       1
## 3480  $12,100  13       z_SUV      no       $0        0      No       2       9
## 3481  $13,960   1       z_SUV      no   $5,006        3      No       0      13
## 3482   $8,160  17  Sports Car      no       $0        0      No       1       1
## 3483  $13,980   4       z_SUV      no   $3,631        1      No       0      14
## 3484  $41,280   1         Van      no       $0        0      No       1      16
## 3485   $6,970   6     Minivan     yes       $0        0      No       0       5
## 3486  $19,470   6     Minivan      no  $32,145        1      No       4      10
## 3487   $9,260   1     Minivan      no       $0        0      No       1       1
## 3488  $19,330   6     Minivan     yes   $3,869        3      No       2       1
## 3489  $28,570   1     Minivan      no       $0        0      No       0       6
## 3490  $14,880   4       z_SUV      no       $0        0      No       0       1
## 3491  $14,080   1     Minivan     yes   $7,419        1      No       3      13
## 3492   $4,200   1     Minivan      no  $13,591        1      No       4      NA
## 3493  $22,520   9  Sports Car      no       $0        0      No       0       8
## 3494  $18,080  11       z_SUV      no       $0        0      No       0       8
## 3495  $19,740   6     Minivan     yes   $4,447        3      No       0       4
## 3496   $3,320   6     Minivan     yes   $6,117        3      No       1       8
## 3497  $12,110   1       z_SUV      no       $0        0      No       0       1
## 3498   $9,330   4       z_SUV      no       $0        0      No       1       1
## 3499  $31,040   1 Panel Truck      no   $7,343        2      No       4       1
## 3500  $19,080   6         Van     yes   $6,162        2      No       6       8
## 3501  $12,460   6     Minivan     yes       $0        0      No       0      13
## 3502   $7,080   7     Minivan     yes  $26,827        4      No       3      NA
## 3503   $9,270   9       z_SUV      no       $0        0     Yes       0      10
## 3504  $16,390   6         Van     yes       $0        0      No       0       7
## 3505   $1,500   1     Minivan     yes   $1,155        3      No       8      16
## 3506  $35,600   6         Van      no       $0        0      No       3       9
## 3507  $33,220   1 Panel Truck     yes       $0        0      No       2       7
## 3508  $12,510   1      Pickup      no       $0        0      No       6       1
## 3509   $6,400   4      Pickup     yes   $7,399        2      No       1      15
## 3510  $24,170   1 Panel Truck     yes       $0        0      No       0       8
## 3511  $11,280   7      Pickup     yes   $8,835        2      No       1       1
## 3512  $18,150   1       z_SUV      no       $0        0      No       5       1
## 3513  $29,070  21 Panel Truck      no       $0        0      No       2       1
## 3514  $24,070   3       z_SUV      no  $30,807        1      No       7      13
## 3515  $31,960   1  Sports Car      no   $5,827        3      No       4       7
## 3516  $37,960  11 Panel Truck     yes   $7,327        1      No       0      16
## 3517   $2,740   4  Sports Car      no       $0        0     Yes       1       8
## 3518  $20,730   9       z_SUV      no       $0        0      No       0      11
## 3519  $22,730   6       z_SUV      no     $778        2      No       4       6
## 3520  $22,090   6     Minivan      no       $0        0      No       0       1
## 3521  $15,490   6     Minivan      no       $0        0      No       6      11
## 3522  $10,030  17      Pickup     yes       $0        0      No       2       1
## 3523   $8,880  10      Pickup      no   $6,552        3      No       5       1
## 3524  $12,020   1      Pickup      no       $0        0      No       0       9
## 3525  $16,420   7  Sports Car      no   $2,101        2      No       3       5
## 3526  $24,560   4     Minivan      no       $0        0      No       0       8
## 3527  $12,990   1       z_SUV      no       $0        0      No       1      10
## 3528  $40,180   1 Panel Truck      no       $0        0      No       0      15
## 3529  $18,270   6         Van     yes   $6,856        1      No       2       6
## 3530  $18,180  13     Minivan      no       $0        0      No       2       1
## 3531  $26,360  17  Sports Car      no   $5,837        3      No       0      19
## 3532  $14,330  10     Minivan      no   $3,977        3      No       4      13
## 3533  $14,710   1     Minivan     yes       $0        0      No       0      16
## 3534  $13,640   1     Minivan      no       $0        0      No       1       1
## 3535  $14,760   1     Minivan     yes  $30,076        1     Yes       0      15
## 3536  $16,830   4         Van     yes  $26,318        1      No       0      12
## 3537  $12,950   1       z_SUV      no     $677        2      No       4       5
## 3538  $11,030   1      Pickup     yes       $0        0      No       2      11
## 3539  $12,750   7       z_SUV      no   $2,516        1      No       0       6
## 3540  $27,980   3      Pickup      no       $0        0      No       2       8
## 3541  $10,930   7     Minivan     yes       $0        0      No       0       1
## 3542  $13,270   1     Minivan     yes  $34,233        2     Yes       4       7
## 3543  $20,770   1     Minivan      no       $0        0      No       0      25
## 3544  $27,640   1       z_SUV      no       $0        0      No       0      14
## 3545  $12,000   6       z_SUV      no   $6,060        1     Yes       4       1
## 3546  $11,560   1       z_SUV      no       $0        0      No       4       9
## 3547  $19,530  10         Van     yes   $3,047        2      No       1      13
## 3548  $10,300   4      Pickup     yes   $5,236        2      No       6      NA
## 3549  $11,940  12       z_SUV      no       $0        0      No       3       4
## 3550  $22,920   3     Minivan      no       $0        0      No       0      13
## 3551  $10,790   1       z_SUV      no       $0        0      No       0      13
## 3552  $27,000   4 Panel Truck     yes       $0        0      No       0      12
## 3553  $26,810   7  Sports Car      no       $0        0      No       0      14
## 3554  $31,930   4  Sports Car      no       $0        0      No       1      21
## 3555   $9,030   1       z_SUV      no       $0        0      No       0       1
## 3556  $11,760   3       z_SUV      no  $11,528        4      No       7      16
## 3557  $11,690  10       z_SUV      no       $0        0     Yes       0       1
## 3558  $23,170   1 Panel Truck     yes       $0        0      No       0      11
## 3559   $8,240  10  Sports Car      no       $0        0      No       0      13
## 3560   $5,800   1  Sports Car      no   $5,767        1      No       9       6
## 3561   $8,110   6       z_SUV      no       $0        0      No       3       1
## 3562  $10,390   3       z_SUV      no       $0        0      No       0       7
## 3563   $1,500   6  Sports Car      no       $0        0      No       1      17
## 3564   $7,730   6      Pickup     yes       $0        0      No       1       6
## 3565  $17,140   6      Pickup      no   $8,410        1      No       0       8
## 3566  $33,840   1 Panel Truck      no       $0        0      No       1      17
## 3567   $7,760   4       z_SUV      no   $5,293        1      No       6       1
## 3568   $6,420   1      Pickup     yes   $8,183        2      No       1       1
## 3569  $42,520   7       z_SUV      no       $0        0      No       0      14
## 3570  $19,780   6         Van     yes       $0        0      No       0      10
## 3571   $3,030   1  Sports Car      no       $0        0      No       0       1
## 3572   $4,910   4  Sports Car      no   $7,244        1      No       3       7
## 3573  $10,700   3     Minivan     yes       $0        0      No       2       1
## 3574  $11,800   7       z_SUV      no       $0        0      No       0      11
## 3575  $11,210   1      Pickup     yes   $7,759        2      No       1       6
## 3576  $23,140   1      Pickup      no       $0        0      No       0      19
## 3577  $14,990   4     Minivan      no   $3,826        2      No       3       1
## 3578  $14,190   1     Minivan      no       $0        0      No       0       1
## 3579  $16,540   1      Pickup      no       $0        0      No       1       7
## 3580  $13,790   1     Minivan      no  $19,596        1      No       0       1
## 3581  $23,830   6 Panel Truck     yes   $3,600        2      No       2       7
## 3582   $6,700   1       z_SUV      no       $0        0      No       1       9
## 3583   $7,660   4       z_SUV      no       $0        0      No       0      NA
## 3584   $8,810   1       z_SUV      no       $0        0      No       0      10
## 3585  $19,550  16         Van      no   $6,436        1      No       3       1
## 3586   $8,510   1  Sports Car      no       $0        0      No       0       8
## 3587  $14,130   6  Sports Car      no       $0        0      No       0       1
## 3588   $6,800   1       z_SUV      no       $0        0      No       0      14
## 3589  $14,610   1     Minivan      no       $0        0      No       0      14
## 3590   $7,900   6      Pickup     yes       $0        0      No       0      NA
## 3591  $17,470   4         Van      no       $0        0      No       3      13
## 3592  $57,970   1 Panel Truck     yes   $6,375        2      No       5      12
## 3593   $2,440   6  Sports Car      no  $31,992        1     Yes       0       1
## 3594  $43,960   6 Panel Truck      no       $0        0      No       2      21
## 3595   $6,200   6      Pickup     yes   $4,754        2      No       8       1
## 3596  $14,720  17     Minivan     yes       $0        0      No       1      13
## 3597  $10,440  10      Pickup      no   $2,018        3      No       0       8
## 3598   $8,260  10       z_SUV      no       $0        0      No       2       1
## 3599   $1,500   4  Sports Car      no   $2,154        3      No       5       1
## 3600   $8,550  10       z_SUV      no       $0        0      No       0       7
## 3601  $16,180  10     Minivan      no       $0        0      No       1      16
## 3602  $16,180   7  Sports Car      no       $0        0      No       0       1
## 3603   $6,400   1      Pickup     yes       $0        0      No       1       1
## 3604  $24,320   1  Sports Car      no       $0        0      No       3       9
## 3605   $8,450   1     Minivan      no   $2,210        2     Yes       0       5
## 3606  $11,060   9  Sports Car      no       $0        0      No       1       1
## 3607  $12,460   3     Minivan      no       $0        0      No       5       8
## 3608  $12,000  10       z_SUV      no       $0        0     Yes       3      NA
## 3609  $44,110   6 Panel Truck      no  $21,533        3     Yes       3      13
## 3610   $9,460   4      Pickup     yes       $0        0      No       0       1
## 3611  $28,890   4      Pickup      no       $0        0      No       0       1
## 3612   $4,300   1     Minivan     yes   $6,905        1      No       0      13
## 3613  $35,610   1      Pickup      no       $0        0      No       0       1
## 3614  $31,490   1 Panel Truck     yes   $5,353        1      No       0      10
## 3615   $7,940   4       z_SUV      no       $0        0      No       2       6
## 3616   $9,370   6       z_SUV      no       $0        0      No       2       8
## 3617   $7,350   4      Pickup      no  $17,009        3     Yes       4       1
## 3618   $6,100   6     Minivan     yes       $0        0     Yes       0      11
## 3619  $17,070   1       z_SUV      no       $0        0      No       3      NA
## 3620  $25,660   4 Panel Truck     yes       $0        0      No       2      12
## 3621   $8,950   7  Sports Car      no       $0        0      No       0      16
## 3622  $11,510   4       z_SUV      no   $6,196        2      No       0      10
## 3623  $41,620  10         Van      no       $0        0      No       1      20
## 3624  $38,750   7 Panel Truck     yes       $0        0      No       0       1
## 3625  $17,290   1         Van      no       $0        0      No       3      18
## 3626  $16,440  11     Minivan      no       $0        0      No       0      13
## 3627  $29,730   7     Minivan      no   $7,196        3      No       0      15
## 3628  $10,010   6      Pickup      no       $0        0      No       0      10
## 3629  $30,420  10 Panel Truck     yes       $0        0     Yes       0       9
## 3630   $9,140  17      Pickup     yes       $0        0      No       2       9
## 3631  $19,990   4       z_SUV      no       $0        0      No       0       7
## 3632  $21,640   1       z_SUV      no   $2,175        2      No       4      13
## 3633  $20,580   4     Minivan      no       $0        0      No       0      11
## 3634  $15,610  11     Minivan     yes       $0        0      No       0      12
## 3635  $16,300   1         Van      no       $0        0     Yes       2      12
## 3636   $5,700   7      Pickup     yes       $0        0      No       1      16
## 3637   $4,480  11      Pickup     yes       $0        0      No       0       1
## 3638  $22,410   1     Minivan      no  $32,164        2     Yes       3       0
## 3639  $15,520   1  Sports Car      no       $0        0      No       4      15
## 3640  $17,740   3       z_SUV      no   $4,500        2      No       8       9
## 3641  $10,660   6       z_SUV      no   $5,029        3      No       2      18
## 3642  $11,990   1     Minivan      no   $6,867        3      No       3      10
## 3643   $6,600   7  Sports Car      no       $0        0      No       3       1
## 3644  $13,940   4       z_SUV      no   $4,563        2      No       1      11
## 3645  $33,880   6       z_SUV      no       $0        0      No       1      11
## 3646  $21,180   9  Sports Car      no   $9,637        2     Yes       2      18
## 3647   $2,670   1     Minivan     yes       $0        0     Yes       0       8
## 3648  $21,300   7      Pickup      no       $0        0      No       0       1
## 3649  $22,280   6         Van     yes       $0        0      No       0       1
## 3650  $19,230   7       z_SUV      no       $0        0      No       0      12
## 3651   $1,500   4     Minivan     yes   $3,751        2      No       5       9
## 3652  $21,830   3         Van     yes   $8,170        2      No       3      10
## 3653  $18,340   7         Van      no       $0        0      No       2      19
## 3654  $12,760   3     Minivan      no   $4,895        2      No       2       8
## 3655   $7,200   8       z_SUV      no       $0        0      No       0       1
## 3656  $21,650   1       z_SUV      no   $8,756        1      No       5       1
## 3657  $31,540   4      Pickup      no       $0        0      No       2      NA
## 3658  $19,690   1      Pickup      no       $0        0      No       0       1
## 3659   $6,640   7     Minivan     yes       $0        0      No       0       1
## 3660  $22,300   1         Van      no   $7,016        3      No       0      15
## 3661   $4,250   1       z_SUV      no       $0        0      No       1      14
## 3662  $14,190   4     Minivan      no       $0        0      No       0      16
## 3663  $21,900  10         Van     yes       $0        0      No       0      20
## 3664  $10,000   3  Sports Car      no       $0        0      No       1      12
## 3665   $7,000  10  Sports Car      no   $1,815        4      No       0      11
## 3666  $15,180   7      Pickup      no       $0        0      No       0       4
## 3667  $10,510   6       z_SUV      no   $6,168        3      No       2      16
## 3668   $2,030   4  Sports Car      no       $0        0      No       0      12
## 3669  $15,270   1       z_SUV      no       $0        0      No       0       5
## 3670  $16,850   1       z_SUV      no       $0        0      No       1       7
## 3671  $29,980   6 Panel Truck      no       $0        0      No       1       6
## 3672  $13,350  17     Minivan     yes       $0        0     Yes       0       7
## 3673  $43,350  10         Van      no       $0        0      No       1      NA
## 3674   $9,540  10      Pickup      no       $0        0      No       3       1
## 3675  $17,600   8       z_SUV      no   $5,336        2      No       0       1
## 3676   $4,900   9  Sports Car      no       $0        0      No       2       5
## 3677  $18,910  21       z_SUV      no       $0        0      No       0      11
## 3678  $28,580   6     Minivan     yes       $0        0      No       0       1
## 3679  $16,050   4     Minivan      no       $0        0      No       0       8
## 3680  $26,880   4     Minivan      no       $0        0      No       0      15
## 3681   $6,800   1  Sports Car      no   $1,909        1      No       3      14
## 3682  $12,070  13      Pickup      no     $597        1      No       9       8
## 3683  $24,600   4     Minivan      no       $0        0      No       2      11
## 3684  $25,530   7 Panel Truck     yes       $0        0      No       1       5
## 3685  $22,310   6     Minivan      no   $8,294        2      No       2       1
## 3686   $5,250  10      Pickup     yes  $36,775        2      No       0       8
## 3687   $5,280   4       z_SUV      no   $3,409        1      No       2       1
## 3688  $16,530   7       z_SUV      no       $0        0      No       0      14
## 3689  $17,960   6     Minivan     yes   $4,466        1      No       1      17
## 3690  $13,200  10     Minivan     yes       $0        0      No       0       1
## 3691  $20,100   6         Van     yes   $2,104        3      No       2      10
## 3692  $43,590   1     Minivan      no       $0        0      No       1       8
## 3693  $23,140   1 Panel Truck     yes  $21,481        4     Yes       7      NA
## 3694  $16,320   3         Van     yes       $0        0      No       4       9
## 3695   $5,860   1     Minivan     yes   $6,271        1      No       0      NA
## 3696   $1,500   6  Sports Car      no   $3,867        3      No       5      NA
## 3697  $27,530  11      Pickup      no   $7,557        3      No       0       1
## 3698  $10,860   1      Pickup     yes       $0        0      No       0       1
## 3699  $16,230   1       z_SUV      no  $32,135        3      No       4      16
## 3700  $16,160   1     Minivan      no       $0        0      No       2      24
## 3701  $17,760   3         Van     yes       $0        0      No       0      14
## 3702  $30,390   6 Panel Truck      no   $5,714        3      No       2      12
## 3703  $17,700  10       z_SUV      no       $0        0      No       2       6
## 3704  $11,840   6      Pickup     yes   $5,726        2      No       7      11
## 3705  $27,000   6       z_SUV      no     $954        3      No       5      12
## 3706  $15,610   7     Minivan     yes       $0        0      No       0       6
## 3707  $33,280   4       z_SUV      no       $0        0      No       1       1
## 3708  $27,730   1 Panel Truck     yes  $19,629        3      No       5       7
## 3709  $29,550   1         Van      no   $2,615        2      No       0       8
## 3710  $32,040   7 Panel Truck      no   $8,748        2      No       2       1
## 3711  $28,470   4      Pickup      no   $6,049        3      No       2      12
## 3712  $24,780   3 Panel Truck     yes       $0        0      No       2       8
## 3713   $8,890   9     Minivan      no   $4,794        3      No       1       1
## 3714  $22,330   7     Minivan      no       $0        0      No       0      21
## 3715  $37,440   1 Panel Truck      no       $0        0      No       0       1
## 3716  $14,550   9     Minivan     yes       $0        0      No       0       1
## 3717  $32,090   1     Minivan     yes       $0        0      No       0       8
## 3718  $25,500   4     Minivan      no  $53,986        3     Yes       7       1
## 3719  $31,030   6 Panel Truck     yes       $0        0      No       0       1
## 3720  $13,020  14     Minivan     yes  $15,089        3     Yes       5       6
## 3721  $15,360  13     Minivan     yes       $0        0      No       0       7
## 3722   $1,500   1  Sports Car      no  $57,037        1      No       3      11
## 3723  $26,320   6 Panel Truck      no   $5,551        1      No       3      NA
## 3724  $10,090   4  Sports Car      no   $6,753        1      No       6       6
## 3725   $9,390   9  Sports Car      no  $10,138        2      No       1      15
## 3726  $17,990  10         Van      no       $0        0      No       0      15
## 3727  $10,930  11  Sports Car      no       $0        0      No       3       8
## 3728  $10,930   6     Minivan      no       $0        0      No       2      NA
## 3729  $12,900   1     Minivan     yes       $0        0      No       2      10
## 3730   $2,910   7  Sports Car      no   $5,101        2      No       0      20
## 3731   $8,350   1  Sports Car      no       $0        0      No       1      12
## 3732  $13,760   7       z_SUV      no       $0        0      No       0       1
## 3733  $28,750   1 Panel Truck     yes   $5,807        2      No       0      11
## 3734  $18,720   1  Sports Car      no       $0        0      No       1       8
## 3735  $20,260   1  Sports Car      no   $5,603        1      No       0      10
## 3736  $14,580   1      Pickup      no   $3,842        1      No       2       1
## 3737  $13,820  10     Minivan      no       $0        0      No       6       1
## 3738  $13,100  13       z_SUV      no  $29,964        3      No       0      NA
## 3739  $28,800  10      Pickup      no       $0        0      No       0       9
## 3740   $9,490   6     Minivan     yes       $0        0      No       0      12
## 3741  $18,160   3     Minivan     yes  $31,063        1     Yes       5       9
## 3742  $12,200   2      Pickup     yes   $9,093        3      No       7      12
## 3743  $15,090   1     Minivan     yes  $30,605        4     Yes       4       9
## 3744   $6,100   6       z_SUV      no   $8,151        2      No       4      10
## 3745  $25,640   6     Minivan      no  $33,825        3     Yes       0       1
## 3746  $32,260   4 Panel Truck     yes       $0        0      No       0      10
## 3747   $8,670   7       z_SUV      no       $0        0      No       2      NA
## 3748  $27,120   1 Panel Truck     yes     $642        2      No       0      10
## 3749  $21,910  13         Van      no       $0        0      No       0       7
## 3750  $29,080   1     Minivan      no       $0        0      No       0      NA
## 3751  $11,190   1       z_SUV      no       $0        0      No       2       8
## 3752  $13,760  13       z_SUV      no  $34,545        1      No       4       7
## 3753   $5,200   1  Sports Car      no   $3,068        2      No       5       1
## 3754   $9,350   4      Pickup     yes   $9,981        2      No       3       1
## 3755  $10,790  11      Pickup     yes   $5,399        1      No       7       8
## 3756  $10,910  17     Minivan      no   $8,255        3      No       0       4
## 3757  $18,080   4         Van     yes       $0        0      No       0       1
## 3758  $30,480   1 Panel Truck      no       $0        0      No       0      18
## 3759  $25,650  11 Panel Truck     yes       $0        0      No       0       5
## 3760  $26,030   1     Minivan      no  $23,719        3     Yes       3      12
## 3761  $14,770   6      Pickup      no       $0        0      No       0       1
## 3762  $16,690   1  Sports Car      no       $0        0      No       0      NA
## 3763  $15,980   4       z_SUV      no       $0        0      No       0      15
## 3764  $14,730   4     Minivan      no       $0        0      No       3      NA
## 3765  $15,190  13       z_SUV      no       $0        0      No       3      19
## 3766  $32,670   7 Panel Truck     yes  $14,738        1      No       0      21
## 3767  $19,120   1         Van     yes   $3,605        1      No       6       1
## 3768   $7,360   6      Pickup      no       $0        0      No       0       1
## 3769  $20,710   1  Sports Car      no   $8,956        2      No       0       1
## 3770  $19,630  10       z_SUV      no   $3,587        2      No       5       7
## 3771  $17,940  13     Minivan     yes       $0        0     Yes       0       1
## 3772  $20,940   4      Pickup      no   $8,390        3      No       0       1
## 3773  $25,640   1       z_SUV      no  $24,392        1     Yes       9       6
## 3774   $6,900   4     Minivan     yes       $0        0      No       0       1
## 3775  $26,080   4      Pickup      no       $0        0      No       0       4
## 3776   $7,570   7      Pickup     yes       $0        0      No       3       4
## 3777  $17,350   3       z_SUV      no       $0        0      No       0       1
## 3778   $6,410   1       z_SUV      no   $8,268        3      No       3       1
## 3779  $17,450   1       z_SUV      no       $0        0     Yes       0       1
## 3780  $21,270   1      Pickup      no     $958        1      No       2      12
## 3781  $16,010   1     Minivan     yes       $0        0      No       0       1
## 3782   $6,970   5      Pickup     yes   $6,124        1      No       3      13
## 3783  $11,280  10      Pickup     yes       $0        0      No       0       6
## 3784  $13,660   1  Sports Car      no   $8,255        2      No       0      11
## 3785   $8,560  10  Sports Car      no       $0        0      No       3      16
## 3786  $13,630  12       z_SUV      no  $17,880        2      No       4       1
## 3787  $25,160   3     Minivan      no  $30,500        2     Yes       3      17
## 3788  $28,350   4     Minivan      no       $0        0      No       0       6
## 3789   $9,980   1     Minivan      no   $6,321        3      No       2       8
## 3790  $18,330   1         Van      no   $7,147        3      No       5      10
## 3791  $19,300   1     Minivan     yes   $5,909        3      No       0      NA
## 3792   $7,200   4       z_SUV      no       $0        0     Yes       2      13
## 3793  $26,410   9     Minivan      no       $0        0     Yes       0      17
## 3794  $14,610   4       z_SUV      no       $0        0      No       0       1
## 3795  $18,770   1      Pickup      no       $0        0      No       3       7
## 3796  $10,410   4      Pickup     yes       $0        0      No       7       7
## 3797   $5,200  12  Sports Car      no   $2,605        1      No       0      NA
## 3798  $19,750   1       z_SUV      no       $0        0      No       0      14
## 3799   $4,670  15       z_SUV      no       $0        0      No       1      NA
## 3800  $15,750   1     Minivan      no       $0        0      No       0       9
## 3801   $5,200   1      Pickup     yes       $0        0      No       0       1
## 3802   $6,000   3      Pickup      no       $0        0      No       0      13
## 3803  $12,780   9      Pickup      no       $0        0      No       3      NA
## 3804  $16,450   1         Van     yes  $24,681        2      No       6      10
## 3805  $15,110   1       z_SUV      no   $3,928        1      No       0       9
## 3806  $31,770   6 Panel Truck     yes       $0        0      No       4       1
## 3807  $26,480   1 Panel Truck     yes       $0        0      No       0       1
## 3808  $21,300  10      Pickup      no       $0        0      No       1       5
## 3809  $11,400   1      Pickup     yes       $0        0      No       2       8
## 3810  $17,590   9       z_SUV      no  $13,154        1      No       4       7
## 3811   $9,210  13  Sports Car      no       $0        0      No       0       1
## 3812  $15,800   3       z_SUV      no       $0        0      No       0       1
## 3813   $6,410   1      Pickup     yes       $0        0      No       0       6
## 3814  $16,500   1         Van      no       $0        0      No       0       1
## 3815  $17,010  13         Van      no       $0        0      No       4      14
## 3816  $11,900   1       z_SUV      no       $0        0      No       3       1
## 3817   $5,500   4       z_SUV      no   $5,784        1      No       4       7
## 3818  $13,700   1  Sports Car      no  $40,315        3     Yes       3       5
## 3819  $27,490   6 Panel Truck     yes       $0        0      No       0       6
## 3820  $25,200   6      Pickup      no       $0        0      No       0       6
## 3821  $15,330   1     Minivan     yes   $7,238        3      No       3       7
## 3822  $13,120   6     Minivan     yes       $0        0      No       1       6
## 3823  $15,150   6     Minivan     yes       $0        0      No       0      17
## 3824  $30,730  10     Minivan      no       $0        0      No       1      11
## 3825  $10,130   1     Minivan      no  $33,036        3      No       7      NA
## 3826   $8,270   6       z_SUV      no   $4,765        2      No       6       8
## 3827   $5,700   1      Pickup      no       $0        0      No       3       1
## 3828  $15,100   7       z_SUV      no   $4,430        2      No       5      12
## 3829  $11,930   6      Pickup     yes  $44,702        2      No       3       5
## 3830  $26,200   1      Pickup      no       $0        0      No       0      16
## 3831   $9,630   3       z_SUV      no  $49,148        2     Yes       0       8
## 3832  $35,130   1         Van      no       $0        0      No       0       9
## 3833  $18,630   1     Minivan      no       $0        0      No       1      15
## 3834  $13,810   6     Minivan      no       $0        0      No       2       7
## 3835  $14,080   1     Minivan     yes       $0        0     Yes       0       1
## 3836  $12,850   6       z_SUV      no   $3,742        3      No       4      NA
## 3837  $24,120  11  Sports Car      no       $0        0      No       0       8
## 3838  $24,580  10       z_SUV      no       $0        0      No       1       1
## 3839  $11,190   6      Pickup     yes       $0        0     Yes       3       9
## 3840   $7,200   6       z_SUV      no       $0        0      No       1       1
## 3841  $12,440   6     Minivan     yes       $0        0      No       3      19
## 3842   $5,500  13       z_SUV      no   $4,238        3      No       8      20
## 3843   $7,000  10     Minivan     yes       $0        0      No       2      17
## 3844   $5,900   1  Sports Car      no  $20,847        2     Yes       0       6
## 3845  $21,040   9     Minivan      no       $0        0      No       0       1
## 3846  $13,490   6       z_SUV      no       $0        0      No       1       8
##                 URBANICITY
## 1      Highly Urban/ Urban
## 2      Highly Urban/ Urban
## 3      Highly Urban/ Urban
## 4      Highly Urban/ Urban
## 5      Highly Urban/ Urban
## 6      Highly Urban/ Urban
## 7      Highly Urban/ Urban
## 8      Highly Urban/ Urban
## 9      Highly Urban/ Urban
## 10   z_Highly Rural/ Rural
## 11     Highly Urban/ Urban
## 12   z_Highly Rural/ Rural
## 13     Highly Urban/ Urban
## 14     Highly Urban/ Urban
## 15     Highly Urban/ Urban
## 16   z_Highly Rural/ Rural
## 17     Highly Urban/ Urban
## 18     Highly Urban/ Urban
## 19     Highly Urban/ Urban
## 20     Highly Urban/ Urban
## 21     Highly Urban/ Urban
## 22     Highly Urban/ Urban
## 23     Highly Urban/ Urban
## 24     Highly Urban/ Urban
## 25   z_Highly Rural/ Rural
## 26     Highly Urban/ Urban
## 27     Highly Urban/ Urban
## 28     Highly Urban/ Urban
## 29   z_Highly Rural/ Rural
## 30     Highly Urban/ Urban
## 31     Highly Urban/ Urban
## 32     Highly Urban/ Urban
## 33     Highly Urban/ Urban
## 34   z_Highly Rural/ Rural
## 35     Highly Urban/ Urban
## 36   z_Highly Rural/ Rural
## 37     Highly Urban/ Urban
## 38     Highly Urban/ Urban
## 39   z_Highly Rural/ Rural
## 40     Highly Urban/ Urban
## 41     Highly Urban/ Urban
## 42   z_Highly Rural/ Rural
## 43     Highly Urban/ Urban
## 44     Highly Urban/ Urban
## 45     Highly Urban/ Urban
## 46     Highly Urban/ Urban
## 47   z_Highly Rural/ Rural
## 48     Highly Urban/ Urban
## 49     Highly Urban/ Urban
## 50     Highly Urban/ Urban
## 51     Highly Urban/ Urban
## 52     Highly Urban/ Urban
## 53     Highly Urban/ Urban
## 54     Highly Urban/ Urban
## 55     Highly Urban/ Urban
## 56     Highly Urban/ Urban
## 57     Highly Urban/ Urban
## 58     Highly Urban/ Urban
## 59     Highly Urban/ Urban
## 60     Highly Urban/ Urban
## 61     Highly Urban/ Urban
## 62     Highly Urban/ Urban
## 63     Highly Urban/ Urban
## 64     Highly Urban/ Urban
## 65     Highly Urban/ Urban
## 66     Highly Urban/ Urban
## 67     Highly Urban/ Urban
## 68     Highly Urban/ Urban
## 69     Highly Urban/ Urban
## 70     Highly Urban/ Urban
## 71     Highly Urban/ Urban
## 72     Highly Urban/ Urban
## 73     Highly Urban/ Urban
## 74   z_Highly Rural/ Rural
## 75   z_Highly Rural/ Rural
## 76   z_Highly Rural/ Rural
## 77     Highly Urban/ Urban
## 78     Highly Urban/ Urban
## 79     Highly Urban/ Urban
## 80     Highly Urban/ Urban
## 81     Highly Urban/ Urban
## 82     Highly Urban/ Urban
## 83     Highly Urban/ Urban
## 84   z_Highly Rural/ Rural
## 85     Highly Urban/ Urban
## 86     Highly Urban/ Urban
## 87     Highly Urban/ Urban
## 88     Highly Urban/ Urban
## 89     Highly Urban/ Urban
## 90     Highly Urban/ Urban
## 91   z_Highly Rural/ Rural
## 92     Highly Urban/ Urban
## 93     Highly Urban/ Urban
## 94     Highly Urban/ Urban
## 95     Highly Urban/ Urban
## 96   z_Highly Rural/ Rural
## 97     Highly Urban/ Urban
## 98     Highly Urban/ Urban
## 99     Highly Urban/ Urban
## 100  z_Highly Rural/ Rural
## 101    Highly Urban/ Urban
## 102    Highly Urban/ Urban
## 103    Highly Urban/ Urban
## 104    Highly Urban/ Urban
## 105    Highly Urban/ Urban
## 106  z_Highly Rural/ Rural
## 107    Highly Urban/ Urban
## 108    Highly Urban/ Urban
## 109    Highly Urban/ Urban
## 110    Highly Urban/ Urban
## 111    Highly Urban/ Urban
## 112    Highly Urban/ Urban
## 113    Highly Urban/ Urban
## 114  z_Highly Rural/ Rural
## 115    Highly Urban/ Urban
## 116  z_Highly Rural/ Rural
## 117    Highly Urban/ Urban
## 118    Highly Urban/ Urban
## 119    Highly Urban/ Urban
## 120    Highly Urban/ Urban
## 121    Highly Urban/ Urban
## 122    Highly Urban/ Urban
## 123  z_Highly Rural/ Rural
## 124    Highly Urban/ Urban
## 125    Highly Urban/ Urban
## 126    Highly Urban/ Urban
## 127  z_Highly Rural/ Rural
## 128    Highly Urban/ Urban
## 129    Highly Urban/ Urban
## 130    Highly Urban/ Urban
## 131    Highly Urban/ Urban
## 132    Highly Urban/ Urban
## 133  z_Highly Rural/ Rural
## 134    Highly Urban/ Urban
## 135    Highly Urban/ Urban
## 136    Highly Urban/ Urban
## 137    Highly Urban/ Urban
## 138    Highly Urban/ Urban
## 139    Highly Urban/ Urban
## 140    Highly Urban/ Urban
## 141    Highly Urban/ Urban
## 142    Highly Urban/ Urban
## 143    Highly Urban/ Urban
## 144    Highly Urban/ Urban
## 145    Highly Urban/ Urban
## 146  z_Highly Rural/ Rural
## 147    Highly Urban/ Urban
## 148    Highly Urban/ Urban
## 149    Highly Urban/ Urban
## 150    Highly Urban/ Urban
## 151  z_Highly Rural/ Rural
## 152  z_Highly Rural/ Rural
## 153    Highly Urban/ Urban
## 154    Highly Urban/ Urban
## 155    Highly Urban/ Urban
## 156  z_Highly Rural/ Rural
## 157  z_Highly Rural/ Rural
## 158  z_Highly Rural/ Rural
## 159    Highly Urban/ Urban
## 160    Highly Urban/ Urban
## 161  z_Highly Rural/ Rural
## 162    Highly Urban/ Urban
## 163  z_Highly Rural/ Rural
## 164    Highly Urban/ Urban
## 165  z_Highly Rural/ Rural
## 166    Highly Urban/ Urban
## 167    Highly Urban/ Urban
## 168    Highly Urban/ Urban
## 169  z_Highly Rural/ Rural
## 170    Highly Urban/ Urban
## 171    Highly Urban/ Urban
## 172    Highly Urban/ Urban
## 173    Highly Urban/ Urban
## 174  z_Highly Rural/ Rural
## 175  z_Highly Rural/ Rural
## 176    Highly Urban/ Urban
## 177    Highly Urban/ Urban
## 178  z_Highly Rural/ Rural
## 179    Highly Urban/ Urban
## 180    Highly Urban/ Urban
## 181    Highly Urban/ Urban
## 182  z_Highly Rural/ Rural
## 183    Highly Urban/ Urban
## 184    Highly Urban/ Urban
## 185    Highly Urban/ Urban
## 186    Highly Urban/ Urban
## 187    Highly Urban/ Urban
## 188    Highly Urban/ Urban
## 189    Highly Urban/ Urban
## 190    Highly Urban/ Urban
## 191  z_Highly Rural/ Rural
## 192    Highly Urban/ Urban
## 193    Highly Urban/ Urban
## 194    Highly Urban/ Urban
## 195    Highly Urban/ Urban
## 196    Highly Urban/ Urban
## 197    Highly Urban/ Urban
## 198    Highly Urban/ Urban
## 199  z_Highly Rural/ Rural
## 200  z_Highly Rural/ Rural
## 201    Highly Urban/ Urban
## 202    Highly Urban/ Urban
## 203    Highly Urban/ Urban
## 204    Highly Urban/ Urban
## 205    Highly Urban/ Urban
## 206    Highly Urban/ Urban
## 207  z_Highly Rural/ Rural
## 208    Highly Urban/ Urban
## 209  z_Highly Rural/ Rural
## 210    Highly Urban/ Urban
## 211    Highly Urban/ Urban
## 212    Highly Urban/ Urban
## 213    Highly Urban/ Urban
## 214    Highly Urban/ Urban
## 215  z_Highly Rural/ Rural
## 216    Highly Urban/ Urban
## 217  z_Highly Rural/ Rural
## 218    Highly Urban/ Urban
## 219  z_Highly Rural/ Rural
## 220    Highly Urban/ Urban
## 221    Highly Urban/ Urban
## 222    Highly Urban/ Urban
## 223    Highly Urban/ Urban
## 224    Highly Urban/ Urban
## 225    Highly Urban/ Urban
## 226    Highly Urban/ Urban
## 227    Highly Urban/ Urban
## 228    Highly Urban/ Urban
## 229    Highly Urban/ Urban
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## 982    Highly Urban/ Urban
## 983    Highly Urban/ Urban
## 984    Highly Urban/ Urban
## 985    Highly Urban/ Urban
## 986  z_Highly Rural/ Rural
## 987  z_Highly Rural/ Rural
## 988    Highly Urban/ Urban
## 989    Highly Urban/ Urban
## 990  z_Highly Rural/ Rural
## 991    Highly Urban/ Urban
## 992    Highly Urban/ Urban
## 993  z_Highly Rural/ Rural
## 994    Highly Urban/ Urban
## 995  z_Highly Rural/ Rural
## 996    Highly Urban/ Urban
## 997    Highly Urban/ Urban
## 998  z_Highly Rural/ Rural
## 999    Highly Urban/ Urban
## 1000 z_Highly Rural/ Rural
## 1001 z_Highly Rural/ Rural
## 1002   Highly Urban/ Urban
## 1003   Highly Urban/ Urban
## 1004   Highly Urban/ Urban
## 1005   Highly Urban/ Urban
## 1006   Highly Urban/ Urban
## 1007 z_Highly Rural/ Rural
## 1008   Highly Urban/ Urban
## 1009   Highly Urban/ Urban
## 1010   Highly Urban/ Urban
## 1011   Highly Urban/ Urban
## 1012   Highly Urban/ Urban
## 1013   Highly Urban/ Urban
## 1014   Highly Urban/ Urban
## 1015   Highly Urban/ Urban
## 1016   Highly Urban/ Urban
## 1017   Highly Urban/ Urban
## 1018   Highly Urban/ Urban
## 1019   Highly Urban/ Urban
## 1020   Highly Urban/ Urban
## 1021   Highly Urban/ Urban
## 1022   Highly Urban/ Urban
## 1023   Highly Urban/ Urban
## 1024   Highly Urban/ Urban
## 1025   Highly Urban/ Urban
## 1026   Highly Urban/ Urban
## 1027   Highly Urban/ Urban
## 1028   Highly Urban/ Urban
## 1029   Highly Urban/ Urban
## 1030 z_Highly Rural/ Rural
## 1031   Highly Urban/ Urban
## 1032   Highly Urban/ Urban
## 1033   Highly Urban/ Urban
## 1034   Highly Urban/ Urban
## 1035   Highly Urban/ Urban
## 1036   Highly Urban/ Urban
## 1037   Highly Urban/ Urban
## 1038   Highly Urban/ Urban
## 1039   Highly Urban/ Urban
## 1040   Highly Urban/ Urban
## 1041 z_Highly Rural/ Rural
## 1042   Highly Urban/ Urban
## 1043   Highly Urban/ Urban
## 1044   Highly Urban/ Urban
## 1045   Highly Urban/ Urban
## 1046   Highly Urban/ Urban
## 1047   Highly Urban/ Urban
## 1048   Highly Urban/ Urban
## 1049   Highly Urban/ Urban
## 1050   Highly Urban/ Urban
## 1051   Highly Urban/ Urban
## 1052   Highly Urban/ Urban
## 1053   Highly Urban/ Urban
## 1054   Highly Urban/ Urban
## 1055   Highly Urban/ Urban
## 1056   Highly Urban/ Urban
## 1057   Highly Urban/ Urban
## 1058 z_Highly Rural/ Rural
## 1059   Highly Urban/ Urban
## 1060 z_Highly Rural/ Rural
## 1061   Highly Urban/ Urban
## 1062   Highly Urban/ Urban
## 1063 z_Highly Rural/ Rural
## 1064 z_Highly Rural/ Rural
## 1065   Highly Urban/ Urban
## 1066 z_Highly Rural/ Rural
## 1067 z_Highly Rural/ Rural
## 1068   Highly Urban/ Urban
## 1069   Highly Urban/ Urban
## 1070   Highly Urban/ Urban
## 1071   Highly Urban/ Urban
## 1072   Highly Urban/ Urban
## 1073   Highly Urban/ Urban
## 1074   Highly Urban/ Urban
## 1075   Highly Urban/ Urban
## 1076   Highly Urban/ Urban
## 1077   Highly Urban/ Urban
## 1078   Highly Urban/ Urban
## 1079   Highly Urban/ Urban
## 1080   Highly Urban/ Urban
## 1081 z_Highly Rural/ Rural
## 1082   Highly Urban/ Urban
## 1083   Highly Urban/ Urban
## 1084 z_Highly Rural/ Rural
## 1085   Highly Urban/ Urban
## 1086 z_Highly Rural/ Rural
## 1087 z_Highly Rural/ Rural
## 1088   Highly Urban/ Urban
## 1089   Highly Urban/ Urban
## 1090   Highly Urban/ Urban
## 1091   Highly Urban/ Urban
## 1092   Highly Urban/ Urban
## 1093   Highly Urban/ Urban
## 1094   Highly Urban/ Urban
## 1095   Highly Urban/ Urban
## 1096 z_Highly Rural/ Rural
## 1097   Highly Urban/ Urban
## 1098   Highly Urban/ Urban
## 1099   Highly Urban/ Urban
## 1100 z_Highly Rural/ Rural
## 1101   Highly Urban/ Urban
## 1102 z_Highly Rural/ Rural
## 1103   Highly Urban/ Urban
## 1104   Highly Urban/ Urban
## 1105 z_Highly Rural/ Rural
## 1106 z_Highly Rural/ Rural
## 1107   Highly Urban/ Urban
## 1108 z_Highly Rural/ Rural
## 1109   Highly Urban/ Urban
## 1110 z_Highly Rural/ Rural
## 1111   Highly Urban/ Urban
## 1112 z_Highly Rural/ Rural
## 1113 z_Highly Rural/ Rural
## 1114   Highly Urban/ Urban
## 1115   Highly Urban/ Urban
## 1116   Highly Urban/ Urban
## 1117 z_Highly Rural/ Rural
## 1118   Highly Urban/ Urban
## 1119   Highly Urban/ Urban
## 1120   Highly Urban/ Urban
## 1121 z_Highly Rural/ Rural
## 1122   Highly Urban/ Urban
## 1123   Highly Urban/ Urban
## 1124   Highly Urban/ Urban
## 1125   Highly Urban/ Urban
## 1126 z_Highly Rural/ Rural
## 1127   Highly Urban/ Urban
## 1128 z_Highly Rural/ Rural
## 1129   Highly Urban/ Urban
## 1130   Highly Urban/ Urban
## 1131 z_Highly Rural/ Rural
## 1132   Highly Urban/ Urban
## 1133   Highly Urban/ Urban
## 1134   Highly Urban/ Urban
## 1135   Highly Urban/ Urban
## 1136   Highly Urban/ Urban
## 1137   Highly Urban/ Urban
## 1138   Highly Urban/ Urban
## 1139   Highly Urban/ Urban
## 1140   Highly Urban/ Urban
## 1141   Highly Urban/ Urban
## 1142   Highly Urban/ Urban
## 1143   Highly Urban/ Urban
## 1144   Highly Urban/ Urban
## 1145   Highly Urban/ Urban
## 1146   Highly Urban/ Urban
## 1147 z_Highly Rural/ Rural
## 1148 z_Highly Rural/ Rural
## 1149   Highly Urban/ Urban
## 1150   Highly Urban/ Urban
## 1151   Highly Urban/ Urban
## 1152   Highly Urban/ Urban
## 1153   Highly Urban/ Urban
## 1154   Highly Urban/ Urban
## 1155   Highly Urban/ Urban
## 1156   Highly Urban/ Urban
## 1157   Highly Urban/ Urban
## 1158   Highly Urban/ Urban
## 1159 z_Highly Rural/ Rural
## 1160   Highly Urban/ Urban
## 1161   Highly Urban/ Urban
## 1162   Highly Urban/ Urban
## 1163   Highly Urban/ Urban
## 1164   Highly Urban/ Urban
## 1165   Highly Urban/ Urban
## 1166   Highly Urban/ Urban
## 1167   Highly Urban/ Urban
## 1168   Highly Urban/ Urban
## 1169   Highly Urban/ Urban
## 1170 z_Highly Rural/ Rural
## 1171   Highly Urban/ Urban
## 1172   Highly Urban/ Urban
## 1173   Highly Urban/ Urban
## 1174   Highly Urban/ Urban
## 1175   Highly Urban/ Urban
## 1176   Highly Urban/ Urban
## 1177   Highly Urban/ Urban
## 1178   Highly Urban/ Urban
## 1179   Highly Urban/ Urban
## 1180   Highly Urban/ Urban
## 1181   Highly Urban/ Urban
## 1182   Highly Urban/ Urban
## 1183   Highly Urban/ Urban
## 1184   Highly Urban/ Urban
## 1185 z_Highly Rural/ Rural
## 1186   Highly Urban/ Urban
## 1187   Highly Urban/ Urban
## 1188   Highly Urban/ Urban
## 1189   Highly Urban/ Urban
## 1190   Highly Urban/ Urban
## 1191   Highly Urban/ Urban
## 1192   Highly Urban/ Urban
## 1193   Highly Urban/ Urban
## 1194   Highly Urban/ Urban
## 1195 z_Highly Rural/ Rural
## 1196 z_Highly Rural/ Rural
## 1197   Highly Urban/ Urban
## 1198   Highly Urban/ Urban
## 1199   Highly Urban/ Urban
## 1200   Highly Urban/ Urban
## 1201   Highly Urban/ Urban
## 1202   Highly Urban/ Urban
## 1203   Highly Urban/ Urban
## 1204 z_Highly Rural/ Rural
## 1205   Highly Urban/ Urban
## 1206   Highly Urban/ Urban
## 1207 z_Highly Rural/ Rural
## 1208   Highly Urban/ Urban
## 1209   Highly Urban/ Urban
## 1210   Highly Urban/ Urban
## 1211   Highly Urban/ Urban
## 1212   Highly Urban/ Urban
## 1213   Highly Urban/ Urban
## 1214   Highly Urban/ Urban
## 1215 z_Highly Rural/ Rural
## 1216   Highly Urban/ Urban
## 1217   Highly Urban/ Urban
## 1218   Highly Urban/ Urban
## 1219 z_Highly Rural/ Rural
## 1220   Highly Urban/ Urban
## 1221   Highly Urban/ Urban
## 1222 z_Highly Rural/ Rural
## 1223   Highly Urban/ Urban
## 1224   Highly Urban/ Urban
## 1225   Highly Urban/ Urban
## 1226   Highly Urban/ Urban
## 1227   Highly Urban/ Urban
## 1228   Highly Urban/ Urban
## 1229   Highly Urban/ Urban
## 1230 z_Highly Rural/ Rural
## 1231   Highly Urban/ Urban
## 1232   Highly Urban/ Urban
## 1233   Highly Urban/ Urban
## 1234   Highly Urban/ Urban
## 1235 z_Highly Rural/ Rural
## 1236   Highly Urban/ Urban
## 1237   Highly Urban/ Urban
## 1238   Highly Urban/ Urban
## 1239 z_Highly Rural/ Rural
## 1240   Highly Urban/ Urban
## 1241   Highly Urban/ Urban
## 1242   Highly Urban/ Urban
## 1243   Highly Urban/ Urban
## 1244 z_Highly Rural/ Rural
## 1245 z_Highly Rural/ Rural
## 1246 z_Highly Rural/ Rural
## 1247   Highly Urban/ Urban
## 1248   Highly Urban/ Urban
## 1249   Highly Urban/ Urban
## 1250   Highly Urban/ Urban
## 1251 z_Highly Rural/ Rural
## 1252   Highly Urban/ Urban
## 1253   Highly Urban/ Urban
## 1254   Highly Urban/ Urban
## 1255   Highly Urban/ Urban
## 1256   Highly Urban/ Urban
## 1257   Highly Urban/ Urban
## 1258 z_Highly Rural/ Rural
## 1259   Highly Urban/ Urban
## 1260   Highly Urban/ Urban
## 1261   Highly Urban/ Urban
## 1262   Highly Urban/ Urban
## 1263   Highly Urban/ Urban
## 1264   Highly Urban/ Urban
## 1265 z_Highly Rural/ Rural
## 1266   Highly Urban/ Urban
## 1267   Highly Urban/ Urban
## 1268   Highly Urban/ Urban
## 1269   Highly Urban/ Urban
## 1270   Highly Urban/ Urban
## 1271   Highly Urban/ Urban
## 1272 z_Highly Rural/ Rural
## 1273   Highly Urban/ Urban
## 1274   Highly Urban/ Urban
## 1275 z_Highly Rural/ Rural
## 1276   Highly Urban/ Urban
## 1277   Highly Urban/ Urban
## 1278 z_Highly Rural/ Rural
## 1279   Highly Urban/ Urban
## 1280   Highly Urban/ Urban
## 1281   Highly Urban/ Urban
## 1282   Highly Urban/ Urban
## 1283   Highly Urban/ Urban
## 1284   Highly Urban/ Urban
## 1285 z_Highly Rural/ Rural
## 1286 z_Highly Rural/ Rural
## 1287 z_Highly Rural/ Rural
## 1288   Highly Urban/ Urban
## 1289   Highly Urban/ Urban
## 1290   Highly Urban/ Urban
## 1291   Highly Urban/ Urban
## 1292   Highly Urban/ Urban
## 1293   Highly Urban/ Urban
## 1294 z_Highly Rural/ Rural
## 1295   Highly Urban/ Urban
## 1296   Highly Urban/ Urban
## 1297   Highly Urban/ Urban
## 1298 z_Highly Rural/ Rural
## 1299   Highly Urban/ Urban
## 1300   Highly Urban/ Urban
## 1301   Highly Urban/ Urban
## 1302   Highly Urban/ Urban
## 1303   Highly Urban/ Urban
## 1304   Highly Urban/ Urban
## 1305   Highly Urban/ Urban
## 1306   Highly Urban/ Urban
## 1307 z_Highly Rural/ Rural
## 1308   Highly Urban/ Urban
## 1309   Highly Urban/ Urban
## 1310   Highly Urban/ Urban
## 1311   Highly Urban/ Urban
## 1312   Highly Urban/ Urban
## 1313 z_Highly Rural/ Rural
## 1314 z_Highly Rural/ Rural
## 1315   Highly Urban/ Urban
## 1316   Highly Urban/ Urban
## 1317   Highly Urban/ Urban
## 1318   Highly Urban/ Urban
## 1319   Highly Urban/ Urban
## 1320   Highly Urban/ Urban
## 1321 z_Highly Rural/ Rural
## 1322   Highly Urban/ Urban
## 1323   Highly Urban/ Urban
## 1324 z_Highly Rural/ Rural
## 1325 z_Highly Rural/ Rural
## 1326 z_Highly Rural/ Rural
## 1327   Highly Urban/ Urban
## 1328 z_Highly Rural/ Rural
## 1329   Highly Urban/ Urban
## 1330   Highly Urban/ Urban
## 1331   Highly Urban/ Urban
## 1332   Highly Urban/ Urban
## 1333   Highly Urban/ Urban
## 1334 z_Highly Rural/ Rural
## 1335   Highly Urban/ Urban
## 1336   Highly Urban/ Urban
## 1337   Highly Urban/ Urban
## 1338   Highly Urban/ Urban
## 1339 z_Highly Rural/ Rural
## 1340   Highly Urban/ Urban
## 1341 z_Highly Rural/ Rural
## 1342   Highly Urban/ Urban
## 1343   Highly Urban/ Urban
## 1344   Highly Urban/ Urban
## 1345   Highly Urban/ Urban
## 1346   Highly Urban/ Urban
## 1347   Highly Urban/ Urban
## 1348   Highly Urban/ Urban
## 1349   Highly Urban/ Urban
## 1350   Highly Urban/ Urban
## 1351 z_Highly Rural/ Rural
## 1352   Highly Urban/ Urban
## 1353   Highly Urban/ Urban
## 1354   Highly Urban/ Urban
## 1355   Highly Urban/ Urban
## 1356   Highly Urban/ Urban
## 1357   Highly Urban/ Urban
## 1358   Highly Urban/ Urban
## 1359   Highly Urban/ Urban
## 1360   Highly Urban/ Urban
## 1361   Highly Urban/ Urban
## 1362   Highly Urban/ Urban
## 1363 z_Highly Rural/ Rural
## 1364   Highly Urban/ Urban
## 1365   Highly Urban/ Urban
## 1366   Highly Urban/ Urban
## 1367 z_Highly Rural/ Rural
## 1368   Highly Urban/ Urban
## 1369   Highly Urban/ Urban
## 1370   Highly Urban/ Urban
## 1371 z_Highly Rural/ Rural
## 1372   Highly Urban/ Urban
## 1373 z_Highly Rural/ Rural
## 1374 z_Highly Rural/ Rural
## 1375   Highly Urban/ Urban
## 1376   Highly Urban/ Urban
## 1377   Highly Urban/ Urban
## 1378   Highly Urban/ Urban
## 1379   Highly Urban/ Urban
## 1380   Highly Urban/ Urban
## 1381   Highly Urban/ Urban
## 1382   Highly Urban/ Urban
## 1383   Highly Urban/ Urban
## 1384   Highly Urban/ Urban
## 1385   Highly Urban/ Urban
## 1386   Highly Urban/ Urban
## 1387   Highly Urban/ Urban
## 1388   Highly Urban/ Urban
## 1389   Highly Urban/ Urban
## 1390   Highly Urban/ Urban
## 1391   Highly Urban/ Urban
## 1392   Highly Urban/ Urban
## 1393   Highly Urban/ Urban
## 1394   Highly Urban/ Urban
## 1395   Highly Urban/ Urban
## 1396   Highly Urban/ Urban
## 1397   Highly Urban/ Urban
## 1398   Highly Urban/ Urban
## 1399   Highly Urban/ Urban
## 1400   Highly Urban/ Urban
## 1401   Highly Urban/ Urban
## 1402   Highly Urban/ Urban
## 1403   Highly Urban/ Urban
## 1404   Highly Urban/ Urban
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## 1406 z_Highly Rural/ Rural
## 1407 z_Highly Rural/ Rural
## 1408   Highly Urban/ Urban
## 1409 z_Highly Rural/ Rural
## 1410   Highly Urban/ Urban
## 1411   Highly Urban/ Urban
## 1412 z_Highly Rural/ Rural
## 1413 z_Highly Rural/ Rural
## 1414   Highly Urban/ Urban
## 1415   Highly Urban/ Urban
## 1416   Highly Urban/ Urban
## 1417   Highly Urban/ Urban
## 1418   Highly Urban/ Urban
## 1419 z_Highly Rural/ Rural
## 1420 z_Highly Rural/ Rural
## 1421   Highly Urban/ Urban
## 1422   Highly Urban/ Urban
## 1423   Highly Urban/ Urban
## 1424 z_Highly Rural/ Rural
## 1425   Highly Urban/ Urban
## 1426   Highly Urban/ Urban
## 1427   Highly Urban/ Urban
## 1428 z_Highly Rural/ Rural
## 1429   Highly Urban/ Urban
## 1430   Highly Urban/ Urban
## 1431   Highly Urban/ Urban
## 1432   Highly Urban/ Urban
## 1433   Highly Urban/ Urban
## 1434 z_Highly Rural/ Rural
## 1435   Highly Urban/ Urban
## 1436   Highly Urban/ Urban
## 1437   Highly Urban/ Urban
## 1438 z_Highly Rural/ Rural
## 1439   Highly Urban/ Urban
## 1440   Highly Urban/ Urban
## 1441 z_Highly Rural/ Rural
## 1442   Highly Urban/ Urban
## 1443   Highly Urban/ Urban
## 1444   Highly Urban/ Urban
## 1445   Highly Urban/ Urban
## 1446   Highly Urban/ Urban
## 1447   Highly Urban/ Urban
## 1448   Highly Urban/ Urban
## 1449   Highly Urban/ Urban
## 1450   Highly Urban/ Urban
## 1451 z_Highly Rural/ Rural
## 1452   Highly Urban/ Urban
## 1453   Highly Urban/ Urban
## 1454   Highly Urban/ Urban
## 1455   Highly Urban/ Urban
## 1456   Highly Urban/ Urban
## 1457   Highly Urban/ Urban
## 1458   Highly Urban/ Urban
## 1459   Highly Urban/ Urban
## 1460   Highly Urban/ Urban
## 1461   Highly Urban/ Urban
## 1462   Highly Urban/ Urban
## 1463   Highly Urban/ Urban
## 1464 z_Highly Rural/ Rural
## 1465   Highly Urban/ Urban
## 1466   Highly Urban/ Urban
## 1467   Highly Urban/ Urban
## 1468 z_Highly Rural/ Rural
## 1469   Highly Urban/ Urban
## 1470   Highly Urban/ Urban
## 1471   Highly Urban/ Urban
## 1472   Highly Urban/ Urban
## 1473 z_Highly Rural/ Rural
## 1474 z_Highly Rural/ Rural
## 1475   Highly Urban/ Urban
## 1476   Highly Urban/ Urban
## 1477   Highly Urban/ Urban
## 1478   Highly Urban/ Urban
## 1479   Highly Urban/ Urban
## 1480   Highly Urban/ Urban
## 1481   Highly Urban/ Urban
## 1482   Highly Urban/ Urban
## 1483   Highly Urban/ Urban
## 1484   Highly Urban/ Urban
## 1485   Highly Urban/ Urban
## 1486 z_Highly Rural/ Rural
## 1487   Highly Urban/ Urban
## 1488   Highly Urban/ Urban
## 1489 z_Highly Rural/ Rural
## 1490   Highly Urban/ Urban
## 1491 z_Highly Rural/ Rural
## 1492   Highly Urban/ Urban
## 1493 z_Highly Rural/ Rural
## 1494   Highly Urban/ Urban
## 1495   Highly Urban/ Urban
## 1496   Highly Urban/ Urban
## 1497   Highly Urban/ Urban
## 1498   Highly Urban/ Urban
## 1499 z_Highly Rural/ Rural
## 1500   Highly Urban/ Urban
## 1501   Highly Urban/ Urban
## 1502   Highly Urban/ Urban
## 1503   Highly Urban/ Urban
## 1504   Highly Urban/ Urban
## 1505   Highly Urban/ Urban
## 1506   Highly Urban/ Urban
## 1507   Highly Urban/ Urban
## 1508   Highly Urban/ Urban
## 1509   Highly Urban/ Urban
## 1510   Highly Urban/ Urban
## 1511 z_Highly Rural/ Rural
## 1512   Highly Urban/ Urban
## 1513   Highly Urban/ Urban
## 1514   Highly Urban/ Urban
## 1515   Highly Urban/ Urban
## 1516   Highly Urban/ Urban
## 1517   Highly Urban/ Urban
## 1518   Highly Urban/ Urban
## 1519   Highly Urban/ Urban
## 1520 z_Highly Rural/ Rural
## 1521 z_Highly Rural/ Rural
## 1522   Highly Urban/ Urban
## 1523 z_Highly Rural/ Rural
## 1524   Highly Urban/ Urban
## 1525   Highly Urban/ Urban
## 1526   Highly Urban/ Urban
## 1527 z_Highly Rural/ Rural
## 1528   Highly Urban/ Urban
## 1529 z_Highly Rural/ Rural
## 1530   Highly Urban/ Urban
## 1531   Highly Urban/ Urban
## 1532   Highly Urban/ Urban
## 1533   Highly Urban/ Urban
## 1534   Highly Urban/ Urban
## 1535   Highly Urban/ Urban
## 1536   Highly Urban/ Urban
## 1537   Highly Urban/ Urban
## 1538   Highly Urban/ Urban
## 1539 z_Highly Rural/ Rural
## 1540   Highly Urban/ Urban
## 1541   Highly Urban/ Urban
## 1542 z_Highly Rural/ Rural
## 1543   Highly Urban/ Urban
## 1544   Highly Urban/ Urban
## 1545   Highly Urban/ Urban
## 1546   Highly Urban/ Urban
## 1547 z_Highly Rural/ Rural
## 1548 z_Highly Rural/ Rural
## 1549   Highly Urban/ Urban
## 1550 z_Highly Rural/ Rural
## 1551   Highly Urban/ Urban
## 1552   Highly Urban/ Urban
## 1553   Highly Urban/ Urban
## 1554   Highly Urban/ Urban
## 1555   Highly Urban/ Urban
## 1556   Highly Urban/ Urban
## 1557   Highly Urban/ Urban
## 1558   Highly Urban/ Urban
## 1559   Highly Urban/ Urban
## 1560   Highly Urban/ Urban
## 1561 z_Highly Rural/ Rural
## 1562   Highly Urban/ Urban
## 1563 z_Highly Rural/ Rural
## 1564 z_Highly Rural/ Rural
## 1565   Highly Urban/ Urban
## 1566   Highly Urban/ Urban
## 1567   Highly Urban/ Urban
## 1568   Highly Urban/ Urban
## 1569   Highly Urban/ Urban
## 1570   Highly Urban/ Urban
## 1571   Highly Urban/ Urban
## 1572   Highly Urban/ Urban
## 1573   Highly Urban/ Urban
## 1574 z_Highly Rural/ Rural
## 1575   Highly Urban/ Urban
## 1576   Highly Urban/ Urban
## 1577   Highly Urban/ Urban
## 1578   Highly Urban/ Urban
## 1579   Highly Urban/ Urban
## 1580   Highly Urban/ Urban
## 1581   Highly Urban/ Urban
## 1582   Highly Urban/ Urban
## 1583   Highly Urban/ Urban
## 1584   Highly Urban/ Urban
## 1585   Highly Urban/ Urban
## 1586 z_Highly Rural/ Rural
## 1587   Highly Urban/ Urban
## 1588   Highly Urban/ Urban
## 1589   Highly Urban/ Urban
## 1590   Highly Urban/ Urban
## 1591   Highly Urban/ Urban
## 1592 z_Highly Rural/ Rural
## 1593   Highly Urban/ Urban
## 1594   Highly Urban/ Urban
## 1595   Highly Urban/ Urban
## 1596 z_Highly Rural/ Rural
## 1597   Highly Urban/ Urban
## 1598   Highly Urban/ Urban
## 1599   Highly Urban/ Urban
## 1600 z_Highly Rural/ Rural
## 1601   Highly Urban/ Urban
## 1602   Highly Urban/ Urban
## 1603   Highly Urban/ Urban
## 1604   Highly Urban/ Urban
## 1605   Highly Urban/ Urban
## 1606   Highly Urban/ Urban
## 1607 z_Highly Rural/ Rural
## 1608 z_Highly Rural/ Rural
## 1609 z_Highly Rural/ Rural
## 1610   Highly Urban/ Urban
## 1611   Highly Urban/ Urban
## 1612   Highly Urban/ Urban
## 1613   Highly Urban/ Urban
## 1614 z_Highly Rural/ Rural
## 1615   Highly Urban/ Urban
## 1616 z_Highly Rural/ Rural
## 1617   Highly Urban/ Urban
## 1618   Highly Urban/ Urban
## 1619   Highly Urban/ Urban
## 1620   Highly Urban/ Urban
## 1621   Highly Urban/ Urban
## 1622 z_Highly Rural/ Rural
## 1623   Highly Urban/ Urban
## 1624   Highly Urban/ Urban
## 1625   Highly Urban/ Urban
## 1626   Highly Urban/ Urban
## 1627   Highly Urban/ Urban
## 1628   Highly Urban/ Urban
## 1629   Highly Urban/ Urban
## 1630 z_Highly Rural/ Rural
## 1631   Highly Urban/ Urban
## 1632 z_Highly Rural/ Rural
## 1633   Highly Urban/ Urban
## 1634   Highly Urban/ Urban
## 1635   Highly Urban/ Urban
## 1636   Highly Urban/ Urban
## 1637   Highly Urban/ Urban
## 1638   Highly Urban/ Urban
## 1639   Highly Urban/ Urban
## 1640   Highly Urban/ Urban
## 1641   Highly Urban/ Urban
## 1642 z_Highly Rural/ Rural
## 1643   Highly Urban/ Urban
## 1644 z_Highly Rural/ Rural
## 1645   Highly Urban/ Urban
## 1646   Highly Urban/ Urban
## 1647   Highly Urban/ Urban
## 1648   Highly Urban/ Urban
## 1649   Highly Urban/ Urban
## 1650 z_Highly Rural/ Rural
## 1651   Highly Urban/ Urban
## 1652   Highly Urban/ Urban
## 1653   Highly Urban/ Urban
## 1654   Highly Urban/ Urban
## 1655 z_Highly Rural/ Rural
## 1656   Highly Urban/ Urban
## 1657   Highly Urban/ Urban
## 1658   Highly Urban/ Urban
## 1659   Highly Urban/ Urban
## 1660 z_Highly Rural/ Rural
## 1661 z_Highly Rural/ Rural
## 1662   Highly Urban/ Urban
## 1663   Highly Urban/ Urban
## 1664   Highly Urban/ Urban
## 1665   Highly Urban/ Urban
## 1666   Highly Urban/ Urban
## 1667   Highly Urban/ Urban
## 1668   Highly Urban/ Urban
## 1669   Highly Urban/ Urban
## 1670   Highly Urban/ Urban
## 1671 z_Highly Rural/ Rural
## 1672 z_Highly Rural/ Rural
## 1673   Highly Urban/ Urban
## 1674   Highly Urban/ Urban
## 1675   Highly Urban/ Urban
## 1676   Highly Urban/ Urban
## 1677 z_Highly Rural/ Rural
## 1678   Highly Urban/ Urban
## 1679   Highly Urban/ Urban
## 1680   Highly Urban/ Urban
## 1681   Highly Urban/ Urban
## 1682   Highly Urban/ Urban
## 1683   Highly Urban/ Urban
## 1684   Highly Urban/ Urban
## 1685   Highly Urban/ Urban
## 1686   Highly Urban/ Urban
## 1687 z_Highly Rural/ Rural
## 1688   Highly Urban/ Urban
## 1689   Highly Urban/ Urban
## 1690   Highly Urban/ Urban
## 1691   Highly Urban/ Urban
## 1692   Highly Urban/ Urban
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## 1694   Highly Urban/ Urban
## 1695   Highly Urban/ Urban
## 1696   Highly Urban/ Urban
## 1697   Highly Urban/ Urban
## 1698   Highly Urban/ Urban
## 1699   Highly Urban/ Urban
## 1700   Highly Urban/ Urban
## 1701   Highly Urban/ Urban
## 1702   Highly Urban/ Urban
## 1703   Highly Urban/ Urban
## 1704   Highly Urban/ Urban
## 1705   Highly Urban/ Urban
## 1706   Highly Urban/ Urban
## 1707 z_Highly Rural/ Rural
## 1708   Highly Urban/ Urban
## 1709 z_Highly Rural/ Rural
## 1710   Highly Urban/ Urban
## 1711   Highly Urban/ Urban
## 1712   Highly Urban/ Urban
## 1713   Highly Urban/ Urban
## 1714 z_Highly Rural/ Rural
## 1715   Highly Urban/ Urban
## 1716   Highly Urban/ Urban
## 1717   Highly Urban/ Urban
## 1718   Highly Urban/ Urban
## 1719   Highly Urban/ Urban
## 1720   Highly Urban/ Urban
## 1721   Highly Urban/ Urban
## 1722   Highly Urban/ Urban
## 1723   Highly Urban/ Urban
## 1724   Highly Urban/ Urban
## 1725 z_Highly Rural/ Rural
## 1726 z_Highly Rural/ Rural
## 1727   Highly Urban/ Urban
## 1728   Highly Urban/ Urban
## 1729   Highly Urban/ Urban
## 1730 z_Highly Rural/ Rural
## 1731   Highly Urban/ Urban
## 1732   Highly Urban/ Urban
## 1733   Highly Urban/ Urban
## 1734   Highly Urban/ Urban
## 1735   Highly Urban/ Urban
## 1736   Highly Urban/ Urban
## 1737   Highly Urban/ Urban
## 1738   Highly Urban/ Urban
## 1739 z_Highly Rural/ Rural
## 1740   Highly Urban/ Urban
## 1741   Highly Urban/ Urban
## 1742 z_Highly Rural/ Rural
## 1743 z_Highly Rural/ Rural
## 1744 z_Highly Rural/ Rural
## 1745   Highly Urban/ Urban
## 1746   Highly Urban/ Urban
## 1747 z_Highly Rural/ Rural
## 1748 z_Highly Rural/ Rural
## 1749   Highly Urban/ Urban
## 1750   Highly Urban/ Urban
## 1751   Highly Urban/ Urban
## 1752 z_Highly Rural/ Rural
## 1753   Highly Urban/ Urban
## 1754   Highly Urban/ Urban
## 1755 z_Highly Rural/ Rural
## 1756   Highly Urban/ Urban
## 1757 z_Highly Rural/ Rural
## 1758 z_Highly Rural/ Rural
## 1759   Highly Urban/ Urban
## 1760 z_Highly Rural/ Rural
## 1761   Highly Urban/ Urban
## 1762 z_Highly Rural/ Rural
## 1763   Highly Urban/ Urban
## 1764   Highly Urban/ Urban
## 1765   Highly Urban/ Urban
## 1766   Highly Urban/ Urban
## 1767   Highly Urban/ Urban
## 1768 z_Highly Rural/ Rural
## 1769   Highly Urban/ Urban
## 1770   Highly Urban/ Urban
## 1771   Highly Urban/ Urban
## 1772 z_Highly Rural/ Rural
## 1773   Highly Urban/ Urban
## 1774   Highly Urban/ Urban
## 1775   Highly Urban/ Urban
## 1776 z_Highly Rural/ Rural
## 1777   Highly Urban/ Urban
## 1778   Highly Urban/ Urban
## 1779   Highly Urban/ Urban
## 1780   Highly Urban/ Urban
## 1781   Highly Urban/ Urban
## 1782   Highly Urban/ Urban
## 1783 z_Highly Rural/ Rural
## 1784 z_Highly Rural/ Rural
## 1785   Highly Urban/ Urban
## 1786   Highly Urban/ Urban
## 1787   Highly Urban/ Urban
## 1788   Highly Urban/ Urban
## 1789   Highly Urban/ Urban
## 1790   Highly Urban/ Urban
## 1791   Highly Urban/ Urban
## 1792   Highly Urban/ Urban
## 1793   Highly Urban/ Urban
## 1794 z_Highly Rural/ Rural
## 1795   Highly Urban/ Urban
## 1796   Highly Urban/ Urban
## 1797   Highly Urban/ Urban
## 1798   Highly Urban/ Urban
## 1799 z_Highly Rural/ Rural
## 1800   Highly Urban/ Urban
## 1801 z_Highly Rural/ Rural
## 1802   Highly Urban/ Urban
## 1803   Highly Urban/ Urban
## 1804   Highly Urban/ Urban
## 1805 z_Highly Rural/ Rural
## 1806 z_Highly Rural/ Rural
## 1807   Highly Urban/ Urban
## 1808 z_Highly Rural/ Rural
## 1809   Highly Urban/ Urban
## 1810   Highly Urban/ Urban
## 1811   Highly Urban/ Urban
## 1812   Highly Urban/ Urban
## 1813   Highly Urban/ Urban
## 1814   Highly Urban/ Urban
## 1815   Highly Urban/ Urban
## 1816   Highly Urban/ Urban
## 1817 z_Highly Rural/ Rural
## 1818   Highly Urban/ Urban
## 1819   Highly Urban/ Urban
## 1820   Highly Urban/ Urban
## 1821   Highly Urban/ Urban
## 1822 z_Highly Rural/ Rural
## 1823   Highly Urban/ Urban
## 1824   Highly Urban/ Urban
## 1825   Highly Urban/ Urban
## 1826   Highly Urban/ Urban
## 1827   Highly Urban/ Urban
## 1828   Highly Urban/ Urban
## 1829   Highly Urban/ Urban
## 1830   Highly Urban/ Urban
## 1831   Highly Urban/ Urban
## 1832   Highly Urban/ Urban
## 1833   Highly Urban/ Urban
## 1834   Highly Urban/ Urban
## 1835   Highly Urban/ Urban
## 1836 z_Highly Rural/ Rural
## 1837   Highly Urban/ Urban
## 1838   Highly Urban/ Urban
## 1839 z_Highly Rural/ Rural
## 1840   Highly Urban/ Urban
## 1841   Highly Urban/ Urban
## 1842   Highly Urban/ Urban
## 1843   Highly Urban/ Urban
## 1844 z_Highly Rural/ Rural
## 1845   Highly Urban/ Urban
## 1846   Highly Urban/ Urban
## 1847   Highly Urban/ Urban
## 1848   Highly Urban/ Urban
## 1849   Highly Urban/ Urban
## 1850 z_Highly Rural/ Rural
## 1851 z_Highly Rural/ Rural
## 1852   Highly Urban/ Urban
## 1853   Highly Urban/ Urban
## 1854   Highly Urban/ Urban
## 1855   Highly Urban/ Urban
## 1856   Highly Urban/ Urban
## 1857 z_Highly Rural/ Rural
## 1858   Highly Urban/ Urban
## 1859   Highly Urban/ Urban
## 1860   Highly Urban/ Urban
## 1861   Highly Urban/ Urban
## 1862   Highly Urban/ Urban
## 1863 z_Highly Rural/ Rural
## 1864   Highly Urban/ Urban
## 1865 z_Highly Rural/ Rural
## 1866   Highly Urban/ Urban
## 1867   Highly Urban/ Urban
## 1868   Highly Urban/ Urban
## 1869   Highly Urban/ Urban
## 1870   Highly Urban/ Urban
## 1871   Highly Urban/ Urban
## 1872   Highly Urban/ Urban
## 1873 z_Highly Rural/ Rural
## 1874 z_Highly Rural/ Rural
## 1875   Highly Urban/ Urban
## 1876   Highly Urban/ Urban
## 1877   Highly Urban/ Urban
## 1878   Highly Urban/ Urban
## 1879   Highly Urban/ Urban
## 1880   Highly Urban/ Urban
## 1881   Highly Urban/ Urban
## 1882   Highly Urban/ Urban
## 1883   Highly Urban/ Urban
## 1884 z_Highly Rural/ Rural
## 1885   Highly Urban/ Urban
## 1886   Highly Urban/ Urban
## 1887   Highly Urban/ Urban
## 1888   Highly Urban/ Urban
## 1889 z_Highly Rural/ Rural
## 1890 z_Highly Rural/ Rural
## 1891   Highly Urban/ Urban
## 1892 z_Highly Rural/ Rural
## 1893   Highly Urban/ Urban
## 1894   Highly Urban/ Urban
## 1895   Highly Urban/ Urban
## 1896   Highly Urban/ Urban
## 1897 z_Highly Rural/ Rural
## 1898   Highly Urban/ Urban
## 1899 z_Highly Rural/ Rural
## 1900   Highly Urban/ Urban
## 1901   Highly Urban/ Urban
## 1902 z_Highly Rural/ Rural
## 1903   Highly Urban/ Urban
## 1904   Highly Urban/ Urban
## 1905   Highly Urban/ Urban
## 1906   Highly Urban/ Urban
## 1907   Highly Urban/ Urban
## 1908   Highly Urban/ Urban
## 1909 z_Highly Rural/ Rural
## 1910   Highly Urban/ Urban
## 1911   Highly Urban/ Urban
## 1912   Highly Urban/ Urban
## 1913   Highly Urban/ Urban
## 1914 z_Highly Rural/ Rural
## 1915   Highly Urban/ Urban
## 1916   Highly Urban/ Urban
## 1917   Highly Urban/ Urban
## 1918   Highly Urban/ Urban
## 1919   Highly Urban/ Urban
## 1920   Highly Urban/ Urban
## 1921 z_Highly Rural/ Rural
## 1922   Highly Urban/ Urban
## 1923   Highly Urban/ Urban
## 1924   Highly Urban/ Urban
## 1925   Highly Urban/ Urban
## 1926   Highly Urban/ Urban
## 1927   Highly Urban/ Urban
## 1928   Highly Urban/ Urban
## 1929   Highly Urban/ Urban
## 1930   Highly Urban/ Urban
## 1931 z_Highly Rural/ Rural
## 1932   Highly Urban/ Urban
## 1933   Highly Urban/ Urban
## 1934 z_Highly Rural/ Rural
## 1935   Highly Urban/ Urban
## 1936   Highly Urban/ Urban
## 1937   Highly Urban/ Urban
## 1938 z_Highly Rural/ Rural
## 1939 z_Highly Rural/ Rural
## 1940   Highly Urban/ Urban
## 1941   Highly Urban/ Urban
## 1942 z_Highly Rural/ Rural
## 1943   Highly Urban/ Urban
## 1944   Highly Urban/ Urban
## 1945   Highly Urban/ Urban
## 1946   Highly Urban/ Urban
## 1947   Highly Urban/ Urban
## 1948   Highly Urban/ Urban
## 1949 z_Highly Rural/ Rural
## 1950   Highly Urban/ Urban
## 1951   Highly Urban/ Urban
## 1952   Highly Urban/ Urban
## 1953 z_Highly Rural/ Rural
## 1954   Highly Urban/ Urban
## 1955 z_Highly Rural/ Rural
## 1956 z_Highly Rural/ Rural
## 1957 z_Highly Rural/ Rural
## 1958   Highly Urban/ Urban
## 1959   Highly Urban/ Urban
## 1960   Highly Urban/ Urban
## 1961 z_Highly Rural/ Rural
## 1962   Highly Urban/ Urban
## 1963 z_Highly Rural/ Rural
## 1964   Highly Urban/ Urban
## 1965 z_Highly Rural/ Rural
## 1966   Highly Urban/ Urban
## 1967   Highly Urban/ Urban
## 1968   Highly Urban/ Urban
## 1969 z_Highly Rural/ Rural
## 1970   Highly Urban/ Urban
## 1971   Highly Urban/ Urban
## 1972   Highly Urban/ Urban
## 1973   Highly Urban/ Urban
## 1974 z_Highly Rural/ Rural
## 1975   Highly Urban/ Urban
## 1976   Highly Urban/ Urban
## 1977   Highly Urban/ Urban
## 1978   Highly Urban/ Urban
## 1979   Highly Urban/ Urban
## 1980   Highly Urban/ Urban
## 1981   Highly Urban/ Urban
## 1982   Highly Urban/ Urban
## 1983   Highly Urban/ Urban
## 1984   Highly Urban/ Urban
## 1985   Highly Urban/ Urban
## 1986   Highly Urban/ Urban
## 1987 z_Highly Rural/ Rural
## 1988 z_Highly Rural/ Rural
## 1989   Highly Urban/ Urban
## 1990   Highly Urban/ Urban
## 1991   Highly Urban/ Urban
## 1992   Highly Urban/ Urban
## 1993   Highly Urban/ Urban
## 1994   Highly Urban/ Urban
## 1995   Highly Urban/ Urban
## 1996   Highly Urban/ Urban
## 1997   Highly Urban/ Urban
## 1998   Highly Urban/ Urban
## 1999   Highly Urban/ Urban
## 2000 z_Highly Rural/ Rural
## 2001   Highly Urban/ Urban
## 2002   Highly Urban/ Urban
## 2003   Highly Urban/ Urban
## 2004 z_Highly Rural/ Rural
## 2005   Highly Urban/ Urban
## 2006   Highly Urban/ Urban
## 2007   Highly Urban/ Urban
## 2008   Highly Urban/ Urban
## 2009   Highly Urban/ Urban
## 2010   Highly Urban/ Urban
## 2011 z_Highly Rural/ Rural
## 2012   Highly Urban/ Urban
## 2013   Highly Urban/ Urban
## 2014   Highly Urban/ Urban
## 2015   Highly Urban/ Urban
## 2016   Highly Urban/ Urban
## 2017   Highly Urban/ Urban
## 2018   Highly Urban/ Urban
## 2019   Highly Urban/ Urban
## 2020 z_Highly Rural/ Rural
## 2021   Highly Urban/ Urban
## 2022   Highly Urban/ Urban
## 2023 z_Highly Rural/ Rural
## 2024   Highly Urban/ Urban
## 2025   Highly Urban/ Urban
## 2026 z_Highly Rural/ Rural
## 2027   Highly Urban/ Urban
## 2028   Highly Urban/ Urban
## 2029   Highly Urban/ Urban
## 2030   Highly Urban/ Urban
## 2031   Highly Urban/ Urban
## 2032   Highly Urban/ Urban
## 2033 z_Highly Rural/ Rural
## 2034   Highly Urban/ Urban
## 2035   Highly Urban/ Urban
## 2036   Highly Urban/ Urban
## 2037   Highly Urban/ Urban
## 2038   Highly Urban/ Urban
## 2039   Highly Urban/ Urban
## 2040   Highly Urban/ Urban
## 2041   Highly Urban/ Urban
## 2042   Highly Urban/ Urban
## 2043   Highly Urban/ Urban
## 2044   Highly Urban/ Urban
## 2045 z_Highly Rural/ Rural
## 2046 z_Highly Rural/ Rural
## 2047   Highly Urban/ Urban
## 2048   Highly Urban/ Urban
## 2049   Highly Urban/ Urban
## 2050   Highly Urban/ Urban
## 2051 z_Highly Rural/ Rural
## 2052   Highly Urban/ Urban
## 2053   Highly Urban/ Urban
## 2054   Highly Urban/ Urban
## 2055   Highly Urban/ Urban
## 2056   Highly Urban/ Urban
## 2057 z_Highly Rural/ Rural
## 2058   Highly Urban/ Urban
## 2059   Highly Urban/ Urban
## 2060   Highly Urban/ Urban
## 2061   Highly Urban/ Urban
## 2062   Highly Urban/ Urban
## 2063 z_Highly Rural/ Rural
## 2064   Highly Urban/ Urban
## 2065   Highly Urban/ Urban
## 2066   Highly Urban/ Urban
## 2067   Highly Urban/ Urban
## 2068 z_Highly Rural/ Rural
## 2069   Highly Urban/ Urban
## 2070   Highly Urban/ Urban
## 2071   Highly Urban/ Urban
## 2072   Highly Urban/ Urban
## 2073   Highly Urban/ Urban
## 2074   Highly Urban/ Urban
## 2075   Highly Urban/ Urban
## 2076   Highly Urban/ Urban
## 2077   Highly Urban/ Urban
## 2078   Highly Urban/ Urban
## 2079   Highly Urban/ Urban
## 2080   Highly Urban/ Urban
## 2081   Highly Urban/ Urban
## 2082 z_Highly Rural/ Rural
## 2083   Highly Urban/ Urban
## 2084   Highly Urban/ Urban
## 2085   Highly Urban/ Urban
## 2086   Highly Urban/ Urban
## 2087   Highly Urban/ Urban
## 2088   Highly Urban/ Urban
## 2089   Highly Urban/ Urban
## 2090   Highly Urban/ Urban
## 2091   Highly Urban/ Urban
## 2092   Highly Urban/ Urban
## 2093   Highly Urban/ Urban
## 2094   Highly Urban/ Urban
## 2095   Highly Urban/ Urban
## 2096   Highly Urban/ Urban
## 2097   Highly Urban/ Urban
## 2098   Highly Urban/ Urban
## 2099 z_Highly Rural/ Rural
## 2100   Highly Urban/ Urban
## 2101   Highly Urban/ Urban
## 2102   Highly Urban/ Urban
## 2103   Highly Urban/ Urban
## 2104   Highly Urban/ Urban
## 2105   Highly Urban/ Urban
## 2106   Highly Urban/ Urban
## 2107   Highly Urban/ Urban
## 2108   Highly Urban/ Urban
## 2109   Highly Urban/ Urban
## 2110   Highly Urban/ Urban
## 2111   Highly Urban/ Urban
## 2112   Highly Urban/ Urban
## 2113   Highly Urban/ Urban
## 2114   Highly Urban/ Urban
## 2115 z_Highly Rural/ Rural
## 2116   Highly Urban/ Urban
## 2117 z_Highly Rural/ Rural
## 2118 z_Highly Rural/ Rural
## 2119   Highly Urban/ Urban
## 2120   Highly Urban/ Urban
## 2121   Highly Urban/ Urban
## 2122 z_Highly Rural/ Rural
## 2123   Highly Urban/ Urban
## 2124   Highly Urban/ Urban
## 2125 z_Highly Rural/ Rural
## 2126 z_Highly Rural/ Rural
## 2127   Highly Urban/ Urban
## 2128   Highly Urban/ Urban
## 2129   Highly Urban/ Urban
## 2130   Highly Urban/ Urban
## 2131 z_Highly Rural/ Rural
## 2132 z_Highly Rural/ Rural
## 2133 z_Highly Rural/ Rural
## 2134 z_Highly Rural/ Rural
## 2135   Highly Urban/ Urban
## 2136   Highly Urban/ Urban
## 2137   Highly Urban/ Urban
## 2138   Highly Urban/ Urban
## 2139   Highly Urban/ Urban
## 2140 z_Highly Rural/ Rural
## 2141   Highly Urban/ Urban
## 2142   Highly Urban/ Urban
## 2143   Highly Urban/ Urban
## 2144   Highly Urban/ Urban
## 2145   Highly Urban/ Urban
## 2146 z_Highly Rural/ Rural
## 2147   Highly Urban/ Urban
## 2148 z_Highly Rural/ Rural
## 2149   Highly Urban/ Urban
## 2150   Highly Urban/ Urban
## 2151   Highly Urban/ Urban
## 2152 z_Highly Rural/ Rural
## 2153   Highly Urban/ Urban
## 2154   Highly Urban/ Urban
## 2155   Highly Urban/ Urban
## 2156 z_Highly Rural/ Rural
## 2157   Highly Urban/ Urban
## 2158   Highly Urban/ Urban
## 2159   Highly Urban/ Urban
## 2160   Highly Urban/ Urban
## 2161   Highly Urban/ Urban
## 2162   Highly Urban/ Urban
## 2163   Highly Urban/ Urban
## 2164   Highly Urban/ Urban
## 2165 z_Highly Rural/ Rural
## 2166   Highly Urban/ Urban
## 2167   Highly Urban/ Urban
## 2168 z_Highly Rural/ Rural
## 2169   Highly Urban/ Urban
## 2170   Highly Urban/ Urban
## 2171   Highly Urban/ Urban
## 2172   Highly Urban/ Urban
## 2173   Highly Urban/ Urban
## 2174   Highly Urban/ Urban
## 2175   Highly Urban/ Urban
## 2176   Highly Urban/ Urban
## 2177   Highly Urban/ Urban
## 2178   Highly Urban/ Urban
## 2179   Highly Urban/ Urban
## 2180 z_Highly Rural/ Rural
## 2181   Highly Urban/ Urban
## 2182   Highly Urban/ Urban
## 2183   Highly Urban/ Urban
## 2184 z_Highly Rural/ Rural
## 2185   Highly Urban/ Urban
## 2186   Highly Urban/ Urban
## 2187   Highly Urban/ Urban
## 2188   Highly Urban/ Urban
## 2189 z_Highly Rural/ Rural
## 2190 z_Highly Rural/ Rural
## 2191 z_Highly Rural/ Rural
## 2192   Highly Urban/ Urban
## 2193   Highly Urban/ Urban
## 2194   Highly Urban/ Urban
## 2195   Highly Urban/ Urban
## 2196   Highly Urban/ Urban
## 2197   Highly Urban/ Urban
## 2198   Highly Urban/ Urban
## 2199   Highly Urban/ Urban
## 2200   Highly Urban/ Urban
## 2201   Highly Urban/ Urban
## 2202   Highly Urban/ Urban
## 2203   Highly Urban/ Urban
## 2204 z_Highly Rural/ Rural
## 2205   Highly Urban/ Urban
## 2206   Highly Urban/ Urban
## 2207   Highly Urban/ Urban
## 2208   Highly Urban/ Urban
## 2209   Highly Urban/ Urban
## 2210   Highly Urban/ Urban
## 2211   Highly Urban/ Urban
## 2212   Highly Urban/ Urban
## 2213   Highly Urban/ Urban
## 2214   Highly Urban/ Urban
## 2215   Highly Urban/ Urban
## 2216   Highly Urban/ Urban
## 2217   Highly Urban/ Urban
## 2218   Highly Urban/ Urban
## 2219   Highly Urban/ Urban
## 2220   Highly Urban/ Urban
## 2221   Highly Urban/ Urban
## 2222   Highly Urban/ Urban
## 2223 z_Highly Rural/ Rural
## 2224 z_Highly Rural/ Rural
## 2225   Highly Urban/ Urban
## 2226   Highly Urban/ Urban
## 2227   Highly Urban/ Urban
## 2228 z_Highly Rural/ Rural
## 2229 z_Highly Rural/ Rural
## 2230   Highly Urban/ Urban
## 2231   Highly Urban/ Urban
## 2232   Highly Urban/ Urban
## 2233   Highly Urban/ Urban
## 2234   Highly Urban/ Urban
## 2235   Highly Urban/ Urban
## 2236 z_Highly Rural/ Rural
## 2237   Highly Urban/ Urban
## 2238   Highly Urban/ Urban
## 2239 z_Highly Rural/ Rural
## 2240   Highly Urban/ Urban
## 2241   Highly Urban/ Urban
## 2242 z_Highly Rural/ Rural
## 2243   Highly Urban/ Urban
## 2244   Highly Urban/ Urban
## 2245 z_Highly Rural/ Rural
## 2246 z_Highly Rural/ Rural
## 2247   Highly Urban/ Urban
## 2248 z_Highly Rural/ Rural
## 2249 z_Highly Rural/ Rural
## 2250   Highly Urban/ Urban
## 2251   Highly Urban/ Urban
## 2252 z_Highly Rural/ Rural
## 2253   Highly Urban/ Urban
## 2254 z_Highly Rural/ Rural
## 2255   Highly Urban/ Urban
## 2256   Highly Urban/ Urban
## 2257   Highly Urban/ Urban
## 2258   Highly Urban/ Urban
## 2259   Highly Urban/ Urban
## 2260 z_Highly Rural/ Rural
## 2261 z_Highly Rural/ Rural
## 2262   Highly Urban/ Urban
## 2263 z_Highly Rural/ Rural
## 2264 z_Highly Rural/ Rural
## 2265   Highly Urban/ Urban
## 2266   Highly Urban/ Urban
## 2267   Highly Urban/ Urban
## 2268   Highly Urban/ Urban
## 2269 z_Highly Rural/ Rural
## 2270   Highly Urban/ Urban
## 2271 z_Highly Rural/ Rural
## 2272   Highly Urban/ Urban
## 2273   Highly Urban/ Urban
## 2274   Highly Urban/ Urban
## 2275   Highly Urban/ Urban
## 2276   Highly Urban/ Urban
## 2277 z_Highly Rural/ Rural
## 2278   Highly Urban/ Urban
## 2279   Highly Urban/ Urban
## 2280   Highly Urban/ Urban
## 2281 z_Highly Rural/ Rural
## 2282   Highly Urban/ Urban
## 2283   Highly Urban/ Urban
## 2284   Highly Urban/ Urban
## 2285   Highly Urban/ Urban
## 2286   Highly Urban/ Urban
## 2287   Highly Urban/ Urban
## 2288   Highly Urban/ Urban
## 2289 z_Highly Rural/ Rural
## 2290   Highly Urban/ Urban
## 2291   Highly Urban/ Urban
## 2292   Highly Urban/ Urban
## 2293   Highly Urban/ Urban
## 2294   Highly Urban/ Urban
## 2295   Highly Urban/ Urban
## 2296   Highly Urban/ Urban
## 2297   Highly Urban/ Urban
## 2298   Highly Urban/ Urban
## 2299 z_Highly Rural/ Rural
## 2300   Highly Urban/ Urban
## 2301   Highly Urban/ Urban
## 2302   Highly Urban/ Urban
## 2303   Highly Urban/ Urban
## 2304   Highly Urban/ Urban
## 2305   Highly Urban/ Urban
## 2306   Highly Urban/ Urban
## 2307   Highly Urban/ Urban
## 2308   Highly Urban/ Urban
## 2309   Highly Urban/ Urban
## 2310   Highly Urban/ Urban
## 2311   Highly Urban/ Urban
## 2312   Highly Urban/ Urban
## 2313   Highly Urban/ Urban
## 2314   Highly Urban/ Urban
## 2315   Highly Urban/ Urban
## 2316   Highly Urban/ Urban
## 2317   Highly Urban/ Urban
## 2318   Highly Urban/ Urban
## 2319   Highly Urban/ Urban
## 2320   Highly Urban/ Urban
## 2321   Highly Urban/ Urban
## 2322   Highly Urban/ Urban
## 2323 z_Highly Rural/ Rural
## 2324   Highly Urban/ Urban
## 2325   Highly Urban/ Urban
## 2326   Highly Urban/ Urban
## 2327 z_Highly Rural/ Rural
## 2328   Highly Urban/ Urban
## 2329   Highly Urban/ Urban
## 2330   Highly Urban/ Urban
## 2331 z_Highly Rural/ Rural
## 2332   Highly Urban/ Urban
## 2333   Highly Urban/ Urban
## 2334   Highly Urban/ Urban
## 2335   Highly Urban/ Urban
## 2336   Highly Urban/ Urban
## 2337 z_Highly Rural/ Rural
## 2338 z_Highly Rural/ Rural
## 2339   Highly Urban/ Urban
## 2340 z_Highly Rural/ Rural
## 2341 z_Highly Rural/ Rural
## 2342   Highly Urban/ Urban
## 2343   Highly Urban/ Urban
## 2344   Highly Urban/ Urban
## 2345   Highly Urban/ Urban
## 2346   Highly Urban/ Urban
## 2347   Highly Urban/ Urban
## 2348 z_Highly Rural/ Rural
## 2349   Highly Urban/ Urban
## 2350   Highly Urban/ Urban
## 2351   Highly Urban/ Urban
## 2352   Highly Urban/ Urban
## 2353   Highly Urban/ Urban
## 2354   Highly Urban/ Urban
## 2355 z_Highly Rural/ Rural
## 2356   Highly Urban/ Urban
## 2357   Highly Urban/ Urban
## 2358 z_Highly Rural/ Rural
## 2359 z_Highly Rural/ Rural
## 2360   Highly Urban/ Urban
## 2361   Highly Urban/ Urban
## 2362   Highly Urban/ Urban
## 2363 z_Highly Rural/ Rural
## 2364   Highly Urban/ Urban
## 2365   Highly Urban/ Urban
## 2366   Highly Urban/ Urban
## 2367   Highly Urban/ Urban
## 2368   Highly Urban/ Urban
## 2369   Highly Urban/ Urban
## 2370   Highly Urban/ Urban
## 2371   Highly Urban/ Urban
## 2372   Highly Urban/ Urban
## 2373   Highly Urban/ Urban
## 2374   Highly Urban/ Urban
## 2375   Highly Urban/ Urban
## 2376 z_Highly Rural/ Rural
## 2377   Highly Urban/ Urban
## 2378   Highly Urban/ Urban
## 2379   Highly Urban/ Urban
## 2380   Highly Urban/ Urban
## 2381   Highly Urban/ Urban
## 2382   Highly Urban/ Urban
## 2383   Highly Urban/ Urban
## 2384 z_Highly Rural/ Rural
## 2385   Highly Urban/ Urban
## 2386   Highly Urban/ Urban
## 2387 z_Highly Rural/ Rural
## 2388 z_Highly Rural/ Rural
## 2389   Highly Urban/ Urban
## 2390   Highly Urban/ Urban
## 2391   Highly Urban/ Urban
## 2392   Highly Urban/ Urban
## 2393   Highly Urban/ Urban
## 2394   Highly Urban/ Urban
## 2395   Highly Urban/ Urban
## 2396   Highly Urban/ Urban
## 2397   Highly Urban/ Urban
## 2398   Highly Urban/ Urban
## 2399   Highly Urban/ Urban
## 2400   Highly Urban/ Urban
## 2401   Highly Urban/ Urban
## 2402   Highly Urban/ Urban
## 2403   Highly Urban/ Urban
## 2404   Highly Urban/ Urban
## 2405   Highly Urban/ Urban
## 2406   Highly Urban/ Urban
## 2407   Highly Urban/ Urban
## 2408 z_Highly Rural/ Rural
## 2409   Highly Urban/ Urban
## 2410   Highly Urban/ Urban
## 2411   Highly Urban/ Urban
## 2412 z_Highly Rural/ Rural
## 2413   Highly Urban/ Urban
## 2414   Highly Urban/ Urban
## 2415   Highly Urban/ Urban
## 2416   Highly Urban/ Urban
## 2417   Highly Urban/ Urban
## 2418 z_Highly Rural/ Rural
## 2419   Highly Urban/ Urban
## 2420   Highly Urban/ Urban
## 2421 z_Highly Rural/ Rural
## 2422   Highly Urban/ Urban
## 2423   Highly Urban/ Urban
## 2424 z_Highly Rural/ Rural
## 2425   Highly Urban/ Urban
## 2426   Highly Urban/ Urban
## 2427   Highly Urban/ Urban
## 2428   Highly Urban/ Urban
## 2429   Highly Urban/ Urban
## 2430   Highly Urban/ Urban
## 2431   Highly Urban/ Urban
## 2432   Highly Urban/ Urban
## 2433 z_Highly Rural/ Rural
## 2434 z_Highly Rural/ Rural
## 2435   Highly Urban/ Urban
## 2436   Highly Urban/ Urban
## 2437   Highly Urban/ Urban
## 2438   Highly Urban/ Urban
## 2439   Highly Urban/ Urban
## 2440 z_Highly Rural/ Rural
## 2441   Highly Urban/ Urban
## 2442   Highly Urban/ Urban
## 2443   Highly Urban/ Urban
## 2444   Highly Urban/ Urban
## 2445   Highly Urban/ Urban
## 2446   Highly Urban/ Urban
## 2447   Highly Urban/ Urban
## 2448 z_Highly Rural/ Rural
## 2449   Highly Urban/ Urban
## 2450   Highly Urban/ Urban
## 2451 z_Highly Rural/ Rural
## 2452   Highly Urban/ Urban
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## 2454 z_Highly Rural/ Rural
## 2455   Highly Urban/ Urban
## 2456   Highly Urban/ Urban
## 2457 z_Highly Rural/ Rural
## 2458   Highly Urban/ Urban
## 2459 z_Highly Rural/ Rural
## 2460   Highly Urban/ Urban
## 2461   Highly Urban/ Urban
## 2462   Highly Urban/ Urban
## 2463 z_Highly Rural/ Rural
## 2464   Highly Urban/ Urban
## 2465 z_Highly Rural/ Rural
## 2466   Highly Urban/ Urban
## 2467   Highly Urban/ Urban
## 2468 z_Highly Rural/ Rural
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## 2470   Highly Urban/ Urban
## 2471   Highly Urban/ Urban
## 2472   Highly Urban/ Urban
## 2473   Highly Urban/ Urban
## 2474 z_Highly Rural/ Rural
## 2475 z_Highly Rural/ Rural
## 2476 z_Highly Rural/ Rural
## 2477   Highly Urban/ Urban
## 2478   Highly Urban/ Urban
## 2479   Highly Urban/ Urban
## 2480 z_Highly Rural/ Rural
## 2481   Highly Urban/ Urban
## 2482   Highly Urban/ Urban
## 2483   Highly Urban/ Urban
## 2484 z_Highly Rural/ Rural
## 2485 z_Highly Rural/ Rural
## 2486   Highly Urban/ Urban
## 2487   Highly Urban/ Urban
## 2488   Highly Urban/ Urban
## 2489   Highly Urban/ Urban
## 2490   Highly Urban/ Urban
## 2491 z_Highly Rural/ Rural
## 2492   Highly Urban/ Urban
## 2493   Highly Urban/ Urban
## 2494   Highly Urban/ Urban
## 2495 z_Highly Rural/ Rural
## 2496   Highly Urban/ Urban
## 2497 z_Highly Rural/ Rural
## 2498   Highly Urban/ Urban
## 2499   Highly Urban/ Urban
## 2500   Highly Urban/ Urban
## 2501   Highly Urban/ Urban
## 2502   Highly Urban/ Urban
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## 2504   Highly Urban/ Urban
## 2505   Highly Urban/ Urban
## 2506 z_Highly Rural/ Rural
## 2507   Highly Urban/ Urban
## 2508   Highly Urban/ Urban
## 2509 z_Highly Rural/ Rural
## 2510   Highly Urban/ Urban
## 2511   Highly Urban/ Urban
## 2512   Highly Urban/ Urban
## 2513 z_Highly Rural/ Rural
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## 2515   Highly Urban/ Urban
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## 2517   Highly Urban/ Urban
## 2518   Highly Urban/ Urban
## 2519 z_Highly Rural/ Rural
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## 2521   Highly Urban/ Urban
## 2522   Highly Urban/ Urban
## 2523   Highly Urban/ Urban
## 2524   Highly Urban/ Urban
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## 2526   Highly Urban/ Urban
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## 2529   Highly Urban/ Urban
## 2530   Highly Urban/ Urban
## 2531   Highly Urban/ Urban
## 2532   Highly Urban/ Urban
## 2533 z_Highly Rural/ Rural
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## 2535 z_Highly Rural/ Rural
## 2536   Highly Urban/ Urban
## 2537   Highly Urban/ Urban
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## 2541 z_Highly Rural/ Rural
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## 2545   Highly Urban/ Urban
## 2546   Highly Urban/ Urban
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## 2548 z_Highly Rural/ Rural
## 2549   Highly Urban/ Urban
## 2550 z_Highly Rural/ Rural
## 2551   Highly Urban/ Urban
## 2552   Highly Urban/ Urban
## 2553   Highly Urban/ Urban
## 2554   Highly Urban/ Urban
## 2555 z_Highly Rural/ Rural
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## 2557   Highly Urban/ Urban
## 2558   Highly Urban/ Urban
## 2559   Highly Urban/ Urban
## 2560   Highly Urban/ Urban
## 2561   Highly Urban/ Urban
## 2562   Highly Urban/ Urban
## 2563   Highly Urban/ Urban
## 2564 z_Highly Rural/ Rural
## 2565 z_Highly Rural/ Rural
## 2566   Highly Urban/ Urban
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## 2575   Highly Urban/ Urban
## 2576   Highly Urban/ Urban
## 2577 z_Highly Rural/ Rural
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## 2579   Highly Urban/ Urban
## 2580 z_Highly Rural/ Rural
## 2581   Highly Urban/ Urban
## 2582   Highly Urban/ Urban
## 2583 z_Highly Rural/ Rural
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## 2587   Highly Urban/ Urban
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## 2591   Highly Urban/ Urban
## 2592 z_Highly Rural/ Rural
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## 2606   Highly Urban/ Urban
## 2607   Highly Urban/ Urban
## 2608   Highly Urban/ Urban
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## 2623 z_Highly Rural/ Rural
## 2624   Highly Urban/ Urban
## 2625   Highly Urban/ Urban
## 2626   Highly Urban/ Urban
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## 2628   Highly Urban/ Urban
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## 2630   Highly Urban/ Urban
## 2631   Highly Urban/ Urban
## 2632 z_Highly Rural/ Rural
## 2633   Highly Urban/ Urban
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## 2635 z_Highly Rural/ Rural
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## 2645 z_Highly Rural/ Rural
## 2646   Highly Urban/ Urban
## 2647   Highly Urban/ Urban
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## 2649   Highly Urban/ Urban
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## 2652   Highly Urban/ Urban
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## 2691   Highly Urban/ Urban
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## 2701   Highly Urban/ Urban
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## 2705   Highly Urban/ Urban
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## 2713   Highly Urban/ Urban
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## 2718   Highly Urban/ Urban
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## 2720 z_Highly Rural/ Rural
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## 2724   Highly Urban/ Urban
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## 2729   Highly Urban/ Urban
## 2730   Highly Urban/ Urban
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## 2741   Highly Urban/ Urban
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## 2746   Highly Urban/ Urban
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## 2758   Highly Urban/ Urban
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## 2770   Highly Urban/ Urban
## 2771 z_Highly Rural/ Rural
## 2772   Highly Urban/ Urban
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## 2788   Highly Urban/ Urban
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## 2792   Highly Urban/ Urban
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## 2811   Highly Urban/ Urban
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## 2815   Highly Urban/ Urban
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## 2820 z_Highly Rural/ Rural
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## 2822   Highly Urban/ Urban
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## 2824   Highly Urban/ Urban
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## 2857   Highly Urban/ Urban
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## 2911   Highly Urban/ Urban
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## 2913   Highly Urban/ Urban
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## 2922   Highly Urban/ Urban
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## 2930   Highly Urban/ Urban
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## 2966   Highly Urban/ Urban
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## 3004   Highly Urban/ Urban
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## 3178   Highly Urban/ Urban
## 3179 z_Highly Rural/ Rural
## 3180   Highly Urban/ Urban
## 3181   Highly Urban/ Urban
## 3182   Highly Urban/ Urban
## 3183   Highly Urban/ Urban
## 3184   Highly Urban/ Urban
## 3185   Highly Urban/ Urban
## 3186   Highly Urban/ Urban
## 3187   Highly Urban/ Urban
## 3188 z_Highly Rural/ Rural
## 3189 z_Highly Rural/ Rural
## 3190   Highly Urban/ Urban
## 3191 z_Highly Rural/ Rural
## 3192   Highly Urban/ Urban
## 3193   Highly Urban/ Urban
## 3194 z_Highly Rural/ Rural
## 3195   Highly Urban/ Urban
## 3196   Highly Urban/ Urban
## 3197 z_Highly Rural/ Rural
## 3198 z_Highly Rural/ Rural
## 3199 z_Highly Rural/ Rural
## 3200 z_Highly Rural/ Rural
## 3201   Highly Urban/ Urban
## 3202   Highly Urban/ Urban
## 3203   Highly Urban/ Urban
## 3204 z_Highly Rural/ Rural
## 3205   Highly Urban/ Urban
## 3206 z_Highly Rural/ Rural
## 3207   Highly Urban/ Urban
## 3208 z_Highly Rural/ Rural
## 3209 z_Highly Rural/ Rural
## 3210   Highly Urban/ Urban
## 3211   Highly Urban/ Urban
## 3212   Highly Urban/ Urban
## 3213   Highly Urban/ Urban
## 3214   Highly Urban/ Urban
## 3215   Highly Urban/ Urban
## 3216   Highly Urban/ Urban
## 3217   Highly Urban/ Urban
## 3218   Highly Urban/ Urban
## 3219   Highly Urban/ Urban
## 3220 z_Highly Rural/ Rural
## 3221   Highly Urban/ Urban
## 3222   Highly Urban/ Urban
## 3223 z_Highly Rural/ Rural
## 3224   Highly Urban/ Urban
## 3225   Highly Urban/ Urban
## 3226   Highly Urban/ Urban
## 3227   Highly Urban/ Urban
## 3228 z_Highly Rural/ Rural
## 3229   Highly Urban/ Urban
## 3230   Highly Urban/ Urban
## 3231   Highly Urban/ Urban
## 3232 z_Highly Rural/ Rural
## 3233 z_Highly Rural/ Rural
## 3234   Highly Urban/ Urban
## 3235   Highly Urban/ Urban
## 3236 z_Highly Rural/ Rural
## 3237 z_Highly Rural/ Rural
## 3238   Highly Urban/ Urban
## 3239   Highly Urban/ Urban
## 3240   Highly Urban/ Urban
## 3241   Highly Urban/ Urban
## 3242   Highly Urban/ Urban
## 3243   Highly Urban/ Urban
## 3244   Highly Urban/ Urban
## 3245   Highly Urban/ Urban
## 3246   Highly Urban/ Urban
## 3247   Highly Urban/ Urban
## 3248   Highly Urban/ Urban
## 3249   Highly Urban/ Urban
## 3250   Highly Urban/ Urban
## 3251   Highly Urban/ Urban
## 3252 z_Highly Rural/ Rural
## 3253 z_Highly Rural/ Rural
## 3254   Highly Urban/ Urban
## 3255   Highly Urban/ Urban
## 3256   Highly Urban/ Urban
## 3257   Highly Urban/ Urban
## 3258   Highly Urban/ Urban
## 3259   Highly Urban/ Urban
## 3260   Highly Urban/ Urban
## 3261   Highly Urban/ Urban
## 3262   Highly Urban/ Urban
## 3263   Highly Urban/ Urban
## 3264   Highly Urban/ Urban
## 3265   Highly Urban/ Urban
## 3266   Highly Urban/ Urban
## 3267   Highly Urban/ Urban
## 3268   Highly Urban/ Urban
## 3269   Highly Urban/ Urban
## 3270   Highly Urban/ Urban
## 3271   Highly Urban/ Urban
## 3272   Highly Urban/ Urban
## 3273   Highly Urban/ Urban
## 3274   Highly Urban/ Urban
## 3275 z_Highly Rural/ Rural
## 3276   Highly Urban/ Urban
## 3277 z_Highly Rural/ Rural
## 3278   Highly Urban/ Urban
## 3279   Highly Urban/ Urban
## 3280   Highly Urban/ Urban
## 3281   Highly Urban/ Urban
## 3282   Highly Urban/ Urban
## 3283   Highly Urban/ Urban
## 3284   Highly Urban/ Urban
## 3285 z_Highly Rural/ Rural
## 3286   Highly Urban/ Urban
## 3287 z_Highly Rural/ Rural
## 3288   Highly Urban/ Urban
## 3289   Highly Urban/ Urban
## 3290   Highly Urban/ Urban
## 3291 z_Highly Rural/ Rural
## 3292 z_Highly Rural/ Rural
## 3293 z_Highly Rural/ Rural
## 3294   Highly Urban/ Urban
## 3295   Highly Urban/ Urban
## 3296   Highly Urban/ Urban
## 3297 z_Highly Rural/ Rural
## 3298   Highly Urban/ Urban
## 3299   Highly Urban/ Urban
## 3300   Highly Urban/ Urban
## 3301   Highly Urban/ Urban
## 3302   Highly Urban/ Urban
## 3303   Highly Urban/ Urban
## 3304   Highly Urban/ Urban
## 3305   Highly Urban/ Urban
## 3306   Highly Urban/ Urban
## 3307   Highly Urban/ Urban
## 3308   Highly Urban/ Urban
## 3309   Highly Urban/ Urban
## 3310   Highly Urban/ Urban
## 3311   Highly Urban/ Urban
## 3312   Highly Urban/ Urban
## 3313   Highly Urban/ Urban
## 3314 z_Highly Rural/ Rural
## 3315   Highly Urban/ Urban
## 3316 z_Highly Rural/ Rural
## 3317   Highly Urban/ Urban
## 3318   Highly Urban/ Urban
## 3319   Highly Urban/ Urban
## 3320   Highly Urban/ Urban
## 3321   Highly Urban/ Urban
## 3322   Highly Urban/ Urban
## 3323   Highly Urban/ Urban
## 3324   Highly Urban/ Urban
## 3325   Highly Urban/ Urban
## 3326   Highly Urban/ Urban
## 3327   Highly Urban/ Urban
## 3328 z_Highly Rural/ Rural
## 3329 z_Highly Rural/ Rural
## 3330   Highly Urban/ Urban
## 3331 z_Highly Rural/ Rural
## 3332   Highly Urban/ Urban
## 3333   Highly Urban/ Urban
## 3334   Highly Urban/ Urban
## 3335   Highly Urban/ Urban
## 3336   Highly Urban/ Urban
## 3337   Highly Urban/ Urban
## 3338 z_Highly Rural/ Rural
## 3339   Highly Urban/ Urban
## 3340   Highly Urban/ Urban
## 3341 z_Highly Rural/ Rural
## 3342   Highly Urban/ Urban
## 3343 z_Highly Rural/ Rural
## 3344   Highly Urban/ Urban
## 3345   Highly Urban/ Urban
## 3346 z_Highly Rural/ Rural
## 3347 z_Highly Rural/ Rural
## 3348 z_Highly Rural/ Rural
## 3349   Highly Urban/ Urban
## 3350   Highly Urban/ Urban
## 3351   Highly Urban/ Urban
## 3352 z_Highly Rural/ Rural
## 3353   Highly Urban/ Urban
## 3354   Highly Urban/ Urban
## 3355   Highly Urban/ Urban
## 3356   Highly Urban/ Urban
## 3357   Highly Urban/ Urban
## 3358 z_Highly Rural/ Rural
## 3359 z_Highly Rural/ Rural
## 3360 z_Highly Rural/ Rural
## 3361   Highly Urban/ Urban
## 3362   Highly Urban/ Urban
## 3363   Highly Urban/ Urban
## 3364   Highly Urban/ Urban
## 3365   Highly Urban/ Urban
## 3366   Highly Urban/ Urban
## 3367   Highly Urban/ Urban
## 3368 z_Highly Rural/ Rural
## 3369   Highly Urban/ Urban
## 3370   Highly Urban/ Urban
## 3371   Highly Urban/ Urban
## 3372 z_Highly Rural/ Rural
## 3373   Highly Urban/ Urban
## 3374   Highly Urban/ Urban
## 3375   Highly Urban/ Urban
## 3376   Highly Urban/ Urban
## 3377   Highly Urban/ Urban
## 3378   Highly Urban/ Urban
## 3379   Highly Urban/ Urban
## 3380 z_Highly Rural/ Rural
## 3381   Highly Urban/ Urban
## 3382   Highly Urban/ Urban
## 3383   Highly Urban/ Urban
## 3384   Highly Urban/ Urban
## 3385   Highly Urban/ Urban
## 3386   Highly Urban/ Urban
## 3387   Highly Urban/ Urban
## 3388 z_Highly Rural/ Rural
## 3389   Highly Urban/ Urban
## 3390   Highly Urban/ Urban
## 3391   Highly Urban/ Urban
## 3392   Highly Urban/ Urban
## 3393   Highly Urban/ Urban
## 3394   Highly Urban/ Urban
## 3395   Highly Urban/ Urban
## 3396 z_Highly Rural/ Rural
## 3397   Highly Urban/ Urban
## 3398   Highly Urban/ Urban
## 3399   Highly Urban/ Urban
## 3400   Highly Urban/ Urban
## 3401   Highly Urban/ Urban
## 3402   Highly Urban/ Urban
## 3403   Highly Urban/ Urban
## 3404 z_Highly Rural/ Rural
## 3405   Highly Urban/ Urban
## 3406   Highly Urban/ Urban
## 3407   Highly Urban/ Urban
## 3408   Highly Urban/ Urban
## 3409   Highly Urban/ Urban
## 3410   Highly Urban/ Urban
## 3411   Highly Urban/ Urban
## 3412   Highly Urban/ Urban
## 3413   Highly Urban/ Urban
## 3414   Highly Urban/ Urban
## 3415   Highly Urban/ Urban
## 3416   Highly Urban/ Urban
## 3417   Highly Urban/ Urban
## 3418   Highly Urban/ Urban
## 3419   Highly Urban/ Urban
## 3420   Highly Urban/ Urban
## 3421   Highly Urban/ Urban
## 3422   Highly Urban/ Urban
## 3423   Highly Urban/ Urban
## 3424   Highly Urban/ Urban
## 3425   Highly Urban/ Urban
## 3426 z_Highly Rural/ Rural
## 3427 z_Highly Rural/ Rural
## 3428 z_Highly Rural/ Rural
## 3429   Highly Urban/ Urban
## 3430   Highly Urban/ Urban
## 3431 z_Highly Rural/ Rural
## 3432   Highly Urban/ Urban
## 3433   Highly Urban/ Urban
## 3434 z_Highly Rural/ Rural
## 3435   Highly Urban/ Urban
## 3436   Highly Urban/ Urban
## 3437   Highly Urban/ Urban
## 3438 z_Highly Rural/ Rural
## 3439   Highly Urban/ Urban
## 3440   Highly Urban/ Urban
## 3441   Highly Urban/ Urban
## 3442   Highly Urban/ Urban
## 3443   Highly Urban/ Urban
## 3444   Highly Urban/ Urban
## 3445   Highly Urban/ Urban
## 3446   Highly Urban/ Urban
## 3447 z_Highly Rural/ Rural
## 3448 z_Highly Rural/ Rural
## 3449   Highly Urban/ Urban
## 3450   Highly Urban/ Urban
## 3451   Highly Urban/ Urban
## 3452   Highly Urban/ Urban
## 3453   Highly Urban/ Urban
## 3454 z_Highly Rural/ Rural
## 3455   Highly Urban/ Urban
## 3456   Highly Urban/ Urban
## 3457   Highly Urban/ Urban
## 3458   Highly Urban/ Urban
## 3459   Highly Urban/ Urban
## 3460   Highly Urban/ Urban
## 3461   Highly Urban/ Urban
## 3462   Highly Urban/ Urban
## 3463   Highly Urban/ Urban
## 3464   Highly Urban/ Urban
## 3465 z_Highly Rural/ Rural
## 3466   Highly Urban/ Urban
## 3467 z_Highly Rural/ Rural
## 3468   Highly Urban/ Urban
## 3469   Highly Urban/ Urban
## 3470   Highly Urban/ Urban
## 3471   Highly Urban/ Urban
## 3472 z_Highly Rural/ Rural
## 3473 z_Highly Rural/ Rural
## 3474   Highly Urban/ Urban
## 3475   Highly Urban/ Urban
## 3476   Highly Urban/ Urban
## 3477   Highly Urban/ Urban
## 3478   Highly Urban/ Urban
## 3479   Highly Urban/ Urban
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## 3482   Highly Urban/ Urban
## 3483   Highly Urban/ Urban
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## 3486   Highly Urban/ Urban
## 3487   Highly Urban/ Urban
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## 3489   Highly Urban/ Urban
## 3490   Highly Urban/ Urban
## 3491   Highly Urban/ Urban
## 3492   Highly Urban/ Urban
## 3493   Highly Urban/ Urban
## 3494   Highly Urban/ Urban
## 3495   Highly Urban/ Urban
## 3496 z_Highly Rural/ Rural
## 3497 z_Highly Rural/ Rural
## 3498   Highly Urban/ Urban
## 3499   Highly Urban/ Urban
## 3500   Highly Urban/ Urban
## 3501   Highly Urban/ Urban
## 3502   Highly Urban/ Urban
## 3503   Highly Urban/ Urban
## 3504   Highly Urban/ Urban
## 3505   Highly Urban/ Urban
## 3506   Highly Urban/ Urban
## 3507 z_Highly Rural/ Rural
## 3508   Highly Urban/ Urban
## 3509   Highly Urban/ Urban
## 3510   Highly Urban/ Urban
## 3511   Highly Urban/ Urban
## 3512   Highly Urban/ Urban
## 3513   Highly Urban/ Urban
## 3514   Highly Urban/ Urban
## 3515   Highly Urban/ Urban
## 3516   Highly Urban/ Urban
## 3517   Highly Urban/ Urban
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## 3519   Highly Urban/ Urban
## 3520   Highly Urban/ Urban
## 3521   Highly Urban/ Urban
## 3522 z_Highly Rural/ Rural
## 3523   Highly Urban/ Urban
## 3524   Highly Urban/ Urban
## 3525   Highly Urban/ Urban
## 3526   Highly Urban/ Urban
## 3527   Highly Urban/ Urban
## 3528   Highly Urban/ Urban
## 3529   Highly Urban/ Urban
## 3530   Highly Urban/ Urban
## 3531   Highly Urban/ Urban
## 3532   Highly Urban/ Urban
## 3533 z_Highly Rural/ Rural
## 3534 z_Highly Rural/ Rural
## 3535   Highly Urban/ Urban
## 3536   Highly Urban/ Urban
## 3537   Highly Urban/ Urban
## 3538 z_Highly Rural/ Rural
## 3539   Highly Urban/ Urban
## 3540 z_Highly Rural/ Rural
## 3541   Highly Urban/ Urban
## 3542   Highly Urban/ Urban
## 3543   Highly Urban/ Urban
## 3544   Highly Urban/ Urban
## 3545   Highly Urban/ Urban
## 3546   Highly Urban/ Urban
## 3547   Highly Urban/ Urban
## 3548   Highly Urban/ Urban
## 3549   Highly Urban/ Urban
## 3550 z_Highly Rural/ Rural
## 3551   Highly Urban/ Urban
## 3552 z_Highly Rural/ Rural
## 3553   Highly Urban/ Urban
## 3554   Highly Urban/ Urban
## 3555 z_Highly Rural/ Rural
## 3556   Highly Urban/ Urban
## 3557 z_Highly Rural/ Rural
## 3558   Highly Urban/ Urban
## 3559   Highly Urban/ Urban
## 3560   Highly Urban/ Urban
## 3561 z_Highly Rural/ Rural
## 3562 z_Highly Rural/ Rural
## 3563 z_Highly Rural/ Rural
## 3564   Highly Urban/ Urban
## 3565   Highly Urban/ Urban
## 3566   Highly Urban/ Urban
## 3567   Highly Urban/ Urban
## 3568   Highly Urban/ Urban
## 3569   Highly Urban/ Urban
## 3570   Highly Urban/ Urban
## 3571   Highly Urban/ Urban
## 3572   Highly Urban/ Urban
## 3573 z_Highly Rural/ Rural
## 3574 z_Highly Rural/ Rural
## 3575   Highly Urban/ Urban
## 3576   Highly Urban/ Urban
## 3577   Highly Urban/ Urban
## 3578   Highly Urban/ Urban
## 3579   Highly Urban/ Urban
## 3580 z_Highly Rural/ Rural
## 3581 z_Highly Rural/ Rural
## 3582 z_Highly Rural/ Rural
## 3583   Highly Urban/ Urban
## 3584   Highly Urban/ Urban
## 3585 z_Highly Rural/ Rural
## 3586   Highly Urban/ Urban
## 3587   Highly Urban/ Urban
## 3588   Highly Urban/ Urban
## 3589   Highly Urban/ Urban
## 3590   Highly Urban/ Urban
## 3591   Highly Urban/ Urban
## 3592   Highly Urban/ Urban
## 3593   Highly Urban/ Urban
## 3594   Highly Urban/ Urban
## 3595   Highly Urban/ Urban
## 3596   Highly Urban/ Urban
## 3597   Highly Urban/ Urban
## 3598   Highly Urban/ Urban
## 3599   Highly Urban/ Urban
## 3600 z_Highly Rural/ Rural
## 3601   Highly Urban/ Urban
## 3602   Highly Urban/ Urban
## 3603 z_Highly Rural/ Rural
## 3604   Highly Urban/ Urban
## 3605   Highly Urban/ Urban
## 3606   Highly Urban/ Urban
## 3607   Highly Urban/ Urban
## 3608 z_Highly Rural/ Rural
## 3609   Highly Urban/ Urban
## 3610 z_Highly Rural/ Rural
## 3611 z_Highly Rural/ Rural
## 3612   Highly Urban/ Urban
## 3613   Highly Urban/ Urban
## 3614   Highly Urban/ Urban
## 3615   Highly Urban/ Urban
## 3616   Highly Urban/ Urban
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## 3619   Highly Urban/ Urban
## 3620   Highly Urban/ Urban
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## 3622   Highly Urban/ Urban
## 3623   Highly Urban/ Urban
## 3624 z_Highly Rural/ Rural
## 3625   Highly Urban/ Urban
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## 3627   Highly Urban/ Urban
## 3628 z_Highly Rural/ Rural
## 3629 z_Highly Rural/ Rural
## 3630   Highly Urban/ Urban
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## 3632   Highly Urban/ Urban
## 3633   Highly Urban/ Urban
## 3634   Highly Urban/ Urban
## 3635   Highly Urban/ Urban
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## 3637   Highly Urban/ Urban
## 3638   Highly Urban/ Urban
## 3639   Highly Urban/ Urban
## 3640   Highly Urban/ Urban
## 3641   Highly Urban/ Urban
## 3642   Highly Urban/ Urban
## 3643 z_Highly Rural/ Rural
## 3644   Highly Urban/ Urban
## 3645   Highly Urban/ Urban
## 3646   Highly Urban/ Urban
## 3647   Highly Urban/ Urban
## 3648   Highly Urban/ Urban
## 3649 z_Highly Rural/ Rural
## 3650   Highly Urban/ Urban
## 3651   Highly Urban/ Urban
## 3652   Highly Urban/ Urban
## 3653   Highly Urban/ Urban
## 3654   Highly Urban/ Urban
## 3655 z_Highly Rural/ Rural
## 3656   Highly Urban/ Urban
## 3657   Highly Urban/ Urban
## 3658 z_Highly Rural/ Rural
## 3659 z_Highly Rural/ Rural
## 3660   Highly Urban/ Urban
## 3661 z_Highly Rural/ Rural
## 3662   Highly Urban/ Urban
## 3663   Highly Urban/ Urban
## 3664   Highly Urban/ Urban
## 3665   Highly Urban/ Urban
## 3666   Highly Urban/ Urban
## 3667   Highly Urban/ Urban
## 3668 z_Highly Rural/ Rural
## 3669   Highly Urban/ Urban
## 3670 z_Highly Rural/ Rural
## 3671 z_Highly Rural/ Rural
## 3672 z_Highly Rural/ Rural
## 3673   Highly Urban/ Urban
## 3674   Highly Urban/ Urban
## 3675   Highly Urban/ Urban
## 3676   Highly Urban/ Urban
## 3677 z_Highly Rural/ Rural
## 3678   Highly Urban/ Urban
## 3679   Highly Urban/ Urban
## 3680   Highly Urban/ Urban
## 3681   Highly Urban/ Urban
## 3682   Highly Urban/ Urban
## 3683 z_Highly Rural/ Rural
## 3684   Highly Urban/ Urban
## 3685   Highly Urban/ Urban
## 3686 z_Highly Rural/ Rural
## 3687   Highly Urban/ Urban
## 3688 z_Highly Rural/ Rural
## 3689   Highly Urban/ Urban
## 3690 z_Highly Rural/ Rural
## 3691   Highly Urban/ Urban
## 3692   Highly Urban/ Urban
## 3693   Highly Urban/ Urban
## 3694   Highly Urban/ Urban
## 3695   Highly Urban/ Urban
## 3696   Highly Urban/ Urban
## 3697 z_Highly Rural/ Rural
## 3698 z_Highly Rural/ Rural
## 3699   Highly Urban/ Urban
## 3700 z_Highly Rural/ Rural
## 3701   Highly Urban/ Urban
## 3702   Highly Urban/ Urban
## 3703   Highly Urban/ Urban
## 3704   Highly Urban/ Urban
## 3705   Highly Urban/ Urban
## 3706   Highly Urban/ Urban
## 3707 z_Highly Rural/ Rural
## 3708   Highly Urban/ Urban
## 3709   Highly Urban/ Urban
## 3710   Highly Urban/ Urban
## 3711   Highly Urban/ Urban
## 3712   Highly Urban/ Urban
## 3713   Highly Urban/ Urban
## 3714   Highly Urban/ Urban
## 3715   Highly Urban/ Urban
## 3716   Highly Urban/ Urban
## 3717   Highly Urban/ Urban
## 3718   Highly Urban/ Urban
## 3719   Highly Urban/ Urban
## 3720   Highly Urban/ Urban
## 3721   Highly Urban/ Urban
## 3722   Highly Urban/ Urban
## 3723   Highly Urban/ Urban
## 3724   Highly Urban/ Urban
## 3725   Highly Urban/ Urban
## 3726 z_Highly Rural/ Rural
## 3727   Highly Urban/ Urban
## 3728   Highly Urban/ Urban
## 3729   Highly Urban/ Urban
## 3730   Highly Urban/ Urban
## 3731 z_Highly Rural/ Rural
## 3732 z_Highly Rural/ Rural
## 3733   Highly Urban/ Urban
## 3734 z_Highly Rural/ Rural
## 3735   Highly Urban/ Urban
## 3736   Highly Urban/ Urban
## 3737   Highly Urban/ Urban
## 3738   Highly Urban/ Urban
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## 3740   Highly Urban/ Urban
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## 3751   Highly Urban/ Urban
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## 3755   Highly Urban/ Urban
## 3756 z_Highly Rural/ Rural
## 3757   Highly Urban/ Urban
## 3758   Highly Urban/ Urban
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## 3761   Highly Urban/ Urban
## 3762 z_Highly Rural/ Rural
## 3763 z_Highly Rural/ Rural
## 3764   Highly Urban/ Urban
## 3765   Highly Urban/ Urban
## 3766   Highly Urban/ Urban
## 3767   Highly Urban/ Urban
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## 3770   Highly Urban/ Urban
## 3771   Highly Urban/ Urban
## 3772   Highly Urban/ Urban
## 3773   Highly Urban/ Urban
## 3774 z_Highly Rural/ Rural
## 3775 z_Highly Rural/ Rural
## 3776   Highly Urban/ Urban
## 3777 z_Highly Rural/ Rural
## 3778   Highly Urban/ Urban
## 3779   Highly Urban/ Urban
## 3780   Highly Urban/ Urban
## 3781   Highly Urban/ Urban
## 3782   Highly Urban/ Urban
## 3783   Highly Urban/ Urban
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## 3788 z_Highly Rural/ Rural
## 3789   Highly Urban/ Urban
## 3790   Highly Urban/ Urban
## 3791   Highly Urban/ Urban
## 3792   Highly Urban/ Urban
## 3793   Highly Urban/ Urban
## 3794   Highly Urban/ Urban
## 3795   Highly Urban/ Urban
## 3796   Highly Urban/ Urban
## 3797   Highly Urban/ Urban
## 3798   Highly Urban/ Urban
## 3799   Highly Urban/ Urban
## 3800   Highly Urban/ Urban
## 3801   Highly Urban/ Urban
## 3802 z_Highly Rural/ Rural
## 3803 z_Highly Rural/ Rural
## 3804 z_Highly Rural/ Rural
## 3805   Highly Urban/ Urban
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## 3807 z_Highly Rural/ Rural
## 3808   Highly Urban/ Urban
## 3809 z_Highly Rural/ Rural
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## 3814 z_Highly Rural/ Rural
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## 3819 z_Highly Rural/ Rural
## 3820   Highly Urban/ Urban
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## 3822 z_Highly Rural/ Rural
## 3823   Highly Urban/ Urban
## 3824   Highly Urban/ Urban
## 3825 z_Highly Rural/ Rural
## 3826   Highly Urban/ Urban
## 3827   Highly Urban/ Urban
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## 3834 z_Highly Rural/ Rural
## 3835   Highly Urban/ Urban
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## 3838 z_Highly Rural/ Rural
## 3839   Highly Urban/ Urban
## 3840   Highly Urban/ Urban
## 3841   Highly Urban/ Urban
## 3842   Highly Urban/ Urban
## 3843   Highly Urban/ Urban
## 3844   Highly Urban/ Urban
## 3845   Highly Urban/ Urban
## 3846   Highly Urban/ Urban
##  [ reached 'max' / getOption("max.print") -- omitted 4315 rows ]

#Data Exploration: The dataset consists of 26 variables and 8161 observations with AGE, YOJ, and CAR_AGE variables containing some missing values. As stated previously, TARGET_FLAG and TARGET_AMT are our response variables. Also, 13 of the variables have discrete values and the rest of the variables are continuous.

summary(data_train)
##      INDEX        TARGET_FLAG       TARGET_AMT        KIDSDRIV     
##  Min.   :    1   Min.   :0.0000   Min.   :     0   Min.   :0.0000  
##  1st Qu.: 2559   1st Qu.:0.0000   1st Qu.:     0   1st Qu.:0.0000  
##  Median : 5133   Median :0.0000   Median :     0   Median :0.0000  
##  Mean   : 5152   Mean   :0.2638   Mean   :  1504   Mean   :0.1711  
##  3rd Qu.: 7745   3rd Qu.:1.0000   3rd Qu.:  1036   3rd Qu.:0.0000  
##  Max.   :10302   Max.   :1.0000   Max.   :107586   Max.   :4.0000  
##                                                                    
##       AGE           HOMEKIDS           YOJ          INCOME         
##  Min.   :16.00   Min.   :0.0000   Min.   : 0.0   Length:8161       
##  1st Qu.:39.00   1st Qu.:0.0000   1st Qu.: 9.0   Class :character  
##  Median :45.00   Median :0.0000   Median :11.0   Mode  :character  
##  Mean   :44.79   Mean   :0.7212   Mean   :10.5                     
##  3rd Qu.:51.00   3rd Qu.:1.0000   3rd Qu.:13.0                     
##  Max.   :81.00   Max.   :5.0000   Max.   :23.0                     
##  NA's   :6                        NA's   :454                      
##    PARENT1            HOME_VAL           MSTATUS              SEX           
##  Length:8161        Length:8161        Length:8161        Length:8161       
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##                                                                             
##                                                                             
##                                                                             
##                                                                             
##   EDUCATION             JOB               TRAVTIME        CAR_USE         
##  Length:8161        Length:8161        Min.   :  5.00   Length:8161       
##  Class :character   Class :character   1st Qu.: 22.00   Class :character  
##  Mode  :character   Mode  :character   Median : 33.00   Mode  :character  
##                                        Mean   : 33.49                     
##                                        3rd Qu.: 44.00                     
##                                        Max.   :142.00                     
##                                                                           
##    BLUEBOOK              TIF           CAR_TYPE           RED_CAR         
##  Length:8161        Min.   : 1.000   Length:8161        Length:8161       
##  Class :character   1st Qu.: 1.000   Class :character   Class :character  
##  Mode  :character   Median : 4.000   Mode  :character   Mode  :character  
##                     Mean   : 5.351                                        
##                     3rd Qu.: 7.000                                        
##                     Max.   :25.000                                        
##                                                                           
##    OLDCLAIM            CLM_FREQ        REVOKED             MVR_PTS      
##  Length:8161        Min.   :0.0000   Length:8161        Min.   : 0.000  
##  Class :character   1st Qu.:0.0000   Class :character   1st Qu.: 0.000  
##  Mode  :character   Median :0.0000   Mode  :character   Median : 1.000  
##                     Mean   :0.7986                      Mean   : 1.696  
##                     3rd Qu.:2.0000                      3rd Qu.: 3.000  
##                     Max.   :5.0000                      Max.   :13.000  
##                                                                         
##     CAR_AGE        URBANICITY       
##  Min.   :-3.000   Length:8161       
##  1st Qu.: 1.000   Class :character  
##  Median : 8.000   Mode  :character  
##  Mean   : 8.328                     
##  3rd Qu.:12.000                     
##  Max.   :28.000                     
##  NA's   :510
data_train %>% summarize_all(funs(sum(is.na(.)) / length(.)))
## Warning: `funs()` was deprecated in dplyr 0.8.0.
## ℹ Please use a list of either functions or lambdas:
## 
## # Simple named list: list(mean = mean, median = median)
## 
## # Auto named with `tibble::lst()`: tibble::lst(mean, median)
## 
## # Using lambdas list(~ mean(., trim = .2), ~ median(., na.rm = TRUE))
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.
##   INDEX TARGET_FLAG TARGET_AMT KIDSDRIV         AGE HOMEKIDS        YOJ INCOME
## 1     0           0          0        0 0.000735204        0 0.05563044      0
##   PARENT1 HOME_VAL MSTATUS SEX EDUCATION JOB TRAVTIME CAR_USE BLUEBOOK TIF
## 1       0        0       0   0         0   0        0       0        0   0
##   CAR_TYPE RED_CAR OLDCLAIM CLM_FREQ REVOKED MVR_PTS    CAR_AGE URBANICITY
## 1        0       0        0        0       0       0 0.06249234          0
plot_vars <- c("TARGET_FLAG", names(keep(data_train, is.numeric)))

data_train[plot_vars] %>%
  dplyr::select(-INDEX, -TARGET_AMT) %>%
  gather(variable, value, -TARGET_FLAG) %>%
  ggplot(., aes(TARGET_FLAG, value, color=TARGET_FLAG)) + 
  geom_boxplot() +
  scale_color_brewer(palette="Set1") +
  theme_light() +
  theme(legend.position = "none") +
  facet_wrap(~variable, scales ="free", ncol = 4) +
  labs(x = element_blank(), y = element_blank())
## Warning: Continuous x aesthetic
## ℹ did you forget `aes(group = ...)`?
## Warning: Removed 970 rows containing non-finite values (`stat_boxplot()`).
## Warning: The following aesthetics were dropped during statistical transformation: colour
## ℹ This can happen when ggplot fails to infer the correct grouping structure in
##   the data.
## ℹ Did you forget to specify a `group` aesthetic or to convert a numerical
##   variable into a factor?
## The following aesthetics were dropped during statistical transformation: colour
## ℹ This can happen when ggplot fails to infer the correct grouping structure in
##   the data.
## ℹ Did you forget to specify a `group` aesthetic or to convert a numerical
##   variable into a factor?
## The following aesthetics were dropped during statistical transformation: colour
## ℹ This can happen when ggplot fails to infer the correct grouping structure in
##   the data.
## ℹ Did you forget to specify a `group` aesthetic or to convert a numerical
##   variable into a factor?
## The following aesthetics were dropped during statistical transformation: colour
## ℹ This can happen when ggplot fails to infer the correct grouping structure in
##   the data.
## ℹ Did you forget to specify a `group` aesthetic or to convert a numerical
##   variable into a factor?
## The following aesthetics were dropped during statistical transformation: colour
## ℹ This can happen when ggplot fails to infer the correct grouping structure in
##   the data.
## ℹ Did you forget to specify a `group` aesthetic or to convert a numerical
##   variable into a factor?
## The following aesthetics were dropped during statistical transformation: colour
## ℹ This can happen when ggplot fails to infer the correct grouping structure in
##   the data.
## ℹ Did you forget to specify a `group` aesthetic or to convert a numerical
##   variable into a factor?
## The following aesthetics were dropped during statistical transformation: colour
## ℹ This can happen when ggplot fails to infer the correct grouping structure in
##   the data.
## ℹ Did you forget to specify a `group` aesthetic or to convert a numerical
##   variable into a factor?
## The following aesthetics were dropped during statistical transformation: colour
## ℹ This can happen when ggplot fails to infer the correct grouping structure in
##   the data.
## ℹ Did you forget to specify a `group` aesthetic or to convert a numerical
##   variable into a factor?
## The following aesthetics were dropped during statistical transformation: colour
## ℹ This can happen when ggplot fails to infer the correct grouping structure in
##   the data.
## ℹ Did you forget to specify a `group` aesthetic or to convert a numerical
##   variable into a factor?
## The following aesthetics were dropped during statistical transformation: colour
## ℹ This can happen when ggplot fails to infer the correct grouping structure in
##   the data.
## ℹ Did you forget to specify a `group` aesthetic or to convert a numerical
##   variable into a factor?

data_train %>% 
  dplyr::select(-TARGET_FLAG, -TARGET_AMT, -INDEX) %>%
  keep(is.numeric) %>%
  gather() %>% 
  ggplot(aes(x= value)) + 
  geom_histogram(fill='pink') + 
  facet_wrap(~key, scales = 'free')
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
## Warning: Removed 970 rows containing non-finite values (`stat_bin()`).

The variables dislayed below need scale transformations like OLDCLAIM, INCOME, BLUEBOOK, HOME_VAL. AGEhas a guassian distribution. We see several variables have high number of zeros. AGE is the only variable that is normally distributed. Rest of the variables show some skewness. We will perform Box-Cox transformation on these variables.

data_train %>%
  keep(is.numeric) %>%
  gather(variable, value, -TARGET_AMT, -INDEX, -CLM_FREQ, -MVR_PTS) %>%
  ggplot(., aes(value, TARGET_AMT)) + 
  geom_point() +
  scale_color_brewer(palette="Set1") +
  theme_light() +
  theme(legend.position = "none") +
  facet_wrap(~variable, scales ="free", ncol = 3) +
  labs(x = element_blank(), y = element_blank())
## Warning: Removed 970 rows containing missing values (`geom_point()`).

#Model Building Our objective is to predict both TARGET_FLAG and TARGET_AMT. TARGET_FLAG is a discrete response variable and for that reason it should be modeled using logistic regression which determines the probability that an individual will be in an accident.

# A function to extract the relevant metrics from the summary and confusion matrix
score_model <- function(id, model, data, output=FALSE) {
  if (output) print(summary(model))
  glm.probs <- predict(model, type="response")
  # Confirm the 0.5 threshold
  glm.pred <- ifelse(glm.probs > 0.5, 1, 0)
  results <- tibble(target=data$TARGET_FLAG, pred=glm.pred)
  results <- results %>%
    mutate(pred.class = as.factor(pred), target.class = as.factor(target))
  
  if (output) print(confusionMatrix(results$pred.class,results$target.class, positive = "1"))
  
  acc <- confusionMatrix(results$pred.class,results$target.class, positive = "1")$overall['Accuracy']
  sens <- confusionMatrix(results$pred.class,results$target.class, positive = "1")$byClass['Sensitivity']
  spec <- confusionMatrix(results$pred.class,results$target.class, positive = "1")$byClass['Specificity']
  #prec <- confusionMatrix(results$pred.class,results$target.class, positive = "1")$byClass['Precision']
  res.deviance <- model$deviance
  null.deviance <- model$null.deviance  
  aic <- model$aic
  metrics <- list(res.deviance=res.deviance, null.deviance=null.deviance,aic=aic, accuracy=acc, sensitivity=sens, specificity=spec)
  metrics <- lapply(metrics, round, 3)
  
  if (output) plot(roc(results$target.class,glm.probs), print.auc = TRUE)
  model.df <- tibble(id=id, res.deviance=metrics$res.deviance, null.deviance=metrics$null.deviance, 
                         aic=metrics$aic, accuracy=metrics$accuracy, sensitivity=metrics$sensitivity, specificity=metrics$specificity)
  model.list <- list(model=glm.fit, df_info=model.df)
  return(model.list)
}

#Model 2: Since the basic model contained many predictor variables, we take a look at a penalized logistic regression model which imposes a penalty on the model for having too many predictors. We will indentify the best shrinkage factor lambda through cross validation with an 80%/20% train/test data partitioning.

We fit a lasso regression model (alpha=1) and plot the cross-validation error over the log of lambda. The number of predictors are shown on top and the vertical lines represent the optimal (minimal) value of lambda as well as the value of lambda which minimizes the number of predictors but still remains within 1 standard error of the optimal. We will consider models with both of these lamdba values.

data_train2 <- data_train %>% dplyr::select(c(-'INDEX')) %>% filter(TARGET_FLAG==1) %>% dplyr::select(-c('TARGET_FLAG'))
mod3a <- lm(TARGET_AMT ~ ., data_train2)
summary(mod3a)
## 
## Call:
## lm(formula = TARGET_AMT ~ ., data = data_train2)
## 
## Residuals:
## ALL 1893 residuals are 0: no residual degrees of freedom!
## 
## Coefficients: (3077 not defined because of singularities)
##                                  Estimate Std. Error t value Pr(>|t|)
## (Intercept)                     -300381.2        NaN     NaN      NaN
## KIDSDRIV                           -871.2        NaN     NaN      NaN
## AGE                               11146.9        NaN     NaN      NaN
## HOMEKIDS                          32907.1        NaN     NaN      NaN
## YOJ                                4160.1        NaN     NaN      NaN
## INCOME$0                          66369.6        NaN     NaN      NaN
## INCOME$1,007                    -218379.7        NaN     NaN      NaN
## INCOME$1,729                      51478.7        NaN     NaN      NaN
## INCOME$10,032                    173523.5        NaN     NaN      NaN
## INCOME$10,232                   -252060.0        NaN     NaN      NaN
## INCOME$10,486                     32595.6        NaN     NaN      NaN
## INCOME$10,617                    -25122.0        NaN     NaN      NaN
## INCOME$10,666                     -8552.9        NaN     NaN      NaN
## INCOME$10,678                    572903.8        NaN     NaN      NaN
## INCOME$10,730                    125553.1        NaN     NaN      NaN
## INCOME$10,852                    204844.6        NaN     NaN      NaN
## INCOME$100,099                  -355639.8        NaN     NaN      NaN
## INCOME$100,769                  -167712.0        NaN     NaN      NaN
## INCOME$101,059                   -61682.3        NaN     NaN      NaN
## INCOME$101,222                    89847.8        NaN     NaN      NaN
## INCOME$101,470                  -285333.3        NaN     NaN      NaN
## INCOME$101,636                    45403.8        NaN     NaN      NaN
## INCOME$101,767                   -33497.1        NaN     NaN      NaN
## INCOME$101,859                  -311872.1        NaN     NaN      NaN
## INCOME$102,020                     7101.6        NaN     NaN      NaN
## INCOME$102,052                  -218788.5        NaN     NaN      NaN
## INCOME$102,147                  -244884.7        NaN     NaN      NaN
## INCOME$102,339                  -289694.6        NaN     NaN      NaN
## INCOME$102,393                  -103478.8        NaN     NaN      NaN
## INCOME$102,604                    19911.1        NaN     NaN      NaN
## INCOME$102,765                   -37548.8        NaN     NaN      NaN
## INCOME$103,109                  -431947.3        NaN     NaN      NaN
## INCOME$103,555                  -393176.8        NaN     NaN      NaN
## INCOME$103,903                    65677.1        NaN     NaN      NaN
## INCOME$104,424                  -189644.0        NaN     NaN      NaN
## INCOME$104,682                  -108313.5        NaN     NaN      NaN
## INCOME$105,307                  -181058.2        NaN     NaN      NaN
## INCOME$105,554                  -389371.5        NaN     NaN      NaN
## INCOME$105,563                  -215116.9        NaN     NaN      NaN
## INCOME$105,796                  -136803.9        NaN     NaN      NaN
## INCOME$105,992                    -1369.0        NaN     NaN      NaN
## INCOME$106,465                  -462384.6        NaN     NaN      NaN
## INCOME$106,523                  -102798.6        NaN     NaN      NaN
## INCOME$106,614                   -56616.8        NaN     NaN      NaN
## INCOME$106,668                  -338624.3        NaN     NaN      NaN
## INCOME$106,722                    88527.4        NaN     NaN      NaN
## INCOME$106,752                   -61600.9        NaN     NaN      NaN
## INCOME$107,009                  -232911.5        NaN     NaN      NaN
## INCOME$107,150                    18787.0        NaN     NaN      NaN
## INCOME$107,937                  -265264.2        NaN     NaN      NaN
## INCOME$108,047                  -438015.6        NaN     NaN      NaN
## INCOME$108,059                   126657.6        NaN     NaN      NaN
## INCOME$108,151                  -113413.5        NaN     NaN      NaN
## INCOME$108,309                    41932.5        NaN     NaN      NaN
## INCOME$109,104                   -24758.5        NaN     NaN      NaN
## INCOME$109,210                  -324029.4        NaN     NaN      NaN
## INCOME$109,957                  -175366.8        NaN     NaN      NaN
## INCOME$11,047                    413354.8        NaN     NaN      NaN
## INCOME$11,215                    221096.9        NaN     NaN      NaN
## INCOME$11,425                    422148.4        NaN     NaN      NaN
## INCOME$11,515                    -94797.7        NaN     NaN      NaN
## INCOME$11,545                    -56084.1        NaN     NaN      NaN
## INCOME$11,664                   -153444.8        NaN     NaN      NaN
## INCOME$11,719                    158760.9        NaN     NaN      NaN
## INCOME$11,802                     35113.3        NaN     NaN      NaN
## INCOME$11,954                    440031.4        NaN     NaN      NaN
## INCOME$110,128                  -197091.2        NaN     NaN      NaN
## INCOME$110,251                  -239072.6        NaN     NaN      NaN
## INCOME$110,873                   132344.0        NaN     NaN      NaN
## INCOME$111,014                  -322830.1        NaN     NaN      NaN
## INCOME$111,268                  -311843.5        NaN     NaN      NaN
## INCOME$111,405                  -243069.8        NaN     NaN      NaN
## INCOME$111,560                   161981.0        NaN     NaN      NaN
## INCOME$111,701                  -282995.5        NaN     NaN      NaN
## INCOME$111,708                  -369049.4        NaN     NaN      NaN
## INCOME$112,205                  -170184.3        NaN     NaN      NaN
## INCOME$112,450                  -378332.8        NaN     NaN      NaN
## INCOME$112,512                  -172633.6        NaN     NaN      NaN
## INCOME$112,687                  -132637.1        NaN     NaN      NaN
## INCOME$113,004                  -269876.1        NaN     NaN      NaN
## INCOME$113,195                  -527688.6        NaN     NaN      NaN
## INCOME$113,403                  -416141.1        NaN     NaN      NaN
## INCOME$113,754                  -518270.7        NaN     NaN      NaN
## INCOME$114,032                    34328.1        NaN     NaN      NaN
## INCOME$114,506                  -333645.0        NaN     NaN      NaN
## INCOME$115,075                   -29618.9        NaN     NaN      NaN
## INCOME$115,308                   -76904.9        NaN     NaN      NaN
## INCOME$115,320                  -280749.5        NaN     NaN      NaN
## INCOME$116,018                  -383808.0        NaN     NaN      NaN
## INCOME$116,092                   -23072.5        NaN     NaN      NaN
## INCOME$116,247                   -70340.2        NaN     NaN      NaN
## INCOME$116,767                  -296281.7        NaN     NaN      NaN
## INCOME$116,870                  -174119.8        NaN     NaN      NaN
## INCOME$116,927                    81531.2        NaN     NaN      NaN
## INCOME$117,470                  -284313.8        NaN     NaN      NaN
## INCOME$118,155                  -225820.6        NaN     NaN      NaN
## INCOME$118,277                   -12352.4        NaN     NaN      NaN
## INCOME$118,870                    21781.7        NaN     NaN      NaN
## INCOME$118,971                    72720.8        NaN     NaN      NaN
## INCOME$119,068                  -606124.9        NaN     NaN      NaN
## INCOME$119,341                  -371903.6        NaN     NaN      NaN
## INCOME$119,354                  -231261.6        NaN     NaN      NaN
## INCOME$119,382                   -57478.0        NaN     NaN      NaN
## INCOME$119,454                   -17090.3        NaN     NaN      NaN
## INCOME$119,537                  -345733.5        NaN     NaN      NaN
## INCOME$119,816                    93194.2        NaN     NaN      NaN
## INCOME$119,904                    34847.1        NaN     NaN      NaN
## INCOME$12,054                    225429.5        NaN     NaN      NaN
## INCOME$12,067                    180130.4        NaN     NaN      NaN
## INCOME$12,106                    -40565.7        NaN     NaN      NaN
## INCOME$12,117                    199666.9        NaN     NaN      NaN
## INCOME$12,179                     16905.1        NaN     NaN      NaN
## INCOME$12,216                    108846.2        NaN     NaN      NaN
## INCOME$12,236                   -185725.9        NaN     NaN      NaN
## INCOME$12,240                    -19890.9        NaN     NaN      NaN
## INCOME$12,284                   -109715.6        NaN     NaN      NaN
## INCOME$12,291                   -249183.3        NaN     NaN      NaN
## INCOME$12,301                    391228.0        NaN     NaN      NaN
## INCOME$12,332                     56784.9        NaN     NaN      NaN
## INCOME$12,339                   -143233.4        NaN     NaN      NaN
## INCOME$12,546                    352325.5        NaN     NaN      NaN
## INCOME$12,591                    -38772.6        NaN     NaN      NaN
## INCOME$12,729                    -36084.4        NaN     NaN      NaN
## INCOME$12,824                   -104812.1        NaN     NaN      NaN
## INCOME$12,825                     32235.4        NaN     NaN      NaN
## INCOME$12,854                     56477.0        NaN     NaN      NaN
## INCOME$12,871                    345711.2        NaN     NaN      NaN
## INCOME$12,876                    221931.1        NaN     NaN      NaN
## INCOME$12,891                    154319.9        NaN     NaN      NaN
## INCOME$12,981                   -326946.5        NaN     NaN      NaN
## INCOME$120,401                  -217628.4        NaN     NaN      NaN
## INCOME$122,070                  -352374.3        NaN     NaN      NaN
## INCOME$122,598                  -211961.2        NaN     NaN      NaN
## INCOME$122,773                     9958.2        NaN     NaN      NaN
## INCOME$122,806                   -75757.5        NaN     NaN      NaN
## INCOME$123,062                   115920.7        NaN     NaN      NaN
## INCOME$123,223                   -63595.9        NaN     NaN      NaN
## INCOME$123,288                  -326794.2        NaN     NaN      NaN
## INCOME$123,574                  -251811.1        NaN     NaN      NaN
## INCOME$124,829                  -294428.8        NaN     NaN      NaN
## INCOME$125,058                  -108708.0        NaN     NaN      NaN
## INCOME$125,301                   140711.5        NaN     NaN      NaN
## INCOME$125,791                  -460937.2        NaN     NaN      NaN
## INCOME$126,381                  -173217.8        NaN     NaN      NaN
## INCOME$126,468                   152286.7        NaN     NaN      NaN
## INCOME$127,253                  -226370.2        NaN     NaN      NaN
## INCOME$127,504                   -47892.6        NaN     NaN      NaN
## INCOME$127,589                  -102835.6        NaN     NaN      NaN
## INCOME$128,275                  -137667.5        NaN     NaN      NaN
## INCOME$128,329                  -256955.1        NaN     NaN      NaN
## INCOME$128,441                  -466558.4        NaN     NaN      NaN
## INCOME$129,926                    88532.5        NaN     NaN      NaN
## INCOME$13,003                     52439.1        NaN     NaN      NaN
## INCOME$13,148                   -216860.0        NaN     NaN      NaN
## INCOME$13,186                    164402.7        NaN     NaN      NaN
## INCOME$13,235                   -412589.4        NaN     NaN      NaN
## INCOME$13,337                   -156736.3        NaN     NaN      NaN
## INCOME$13,349                    127313.0        NaN     NaN      NaN
## INCOME$13,394                     75635.6        NaN     NaN      NaN
## INCOME$13,410                     82185.9        NaN     NaN      NaN
## INCOME$13,490                   -100594.9        NaN     NaN      NaN
## INCOME$13,637                   -180424.5        NaN     NaN      NaN
## INCOME$13,765                     44906.4        NaN     NaN      NaN
## INCOME$13,812                   -317969.8        NaN     NaN      NaN
## INCOME$13,847                     42254.7        NaN     NaN      NaN
## INCOME$13,880                   -378301.5        NaN     NaN      NaN
## INCOME$13,891                    -87394.2        NaN     NaN      NaN
## INCOME$13,991                    387206.8        NaN     NaN      NaN
## INCOME$13,996                   -281406.7        NaN     NaN      NaN
## INCOME$130,381                  -184274.6        NaN     NaN      NaN
## INCOME$130,795                  -204571.2        NaN     NaN      NaN
## INCOME$131,090                  -183274.2        NaN     NaN      NaN
## INCOME$131,311                    37030.3        NaN     NaN      NaN
## INCOME$131,560                  -337263.4        NaN     NaN      NaN
## INCOME$131,766                    39232.6        NaN     NaN      NaN
## INCOME$132,280                  -232507.7        NaN     NaN      NaN
## INCOME$133,335                    32306.8        NaN     NaN      NaN
## INCOME$133,920                     3963.0        NaN     NaN      NaN
## INCOME$134,520                  -177627.5        NaN     NaN      NaN
## INCOME$134,640                   -47351.2        NaN     NaN      NaN
## INCOME$134,778                  -360848.6        NaN     NaN      NaN
## INCOME$134,888                  -265932.3        NaN     NaN      NaN
## INCOME$135,747                  -105577.3        NaN     NaN      NaN
## INCOME$136,344                   160395.5        NaN     NaN      NaN
## INCOME$136,585                      222.8        NaN     NaN      NaN
## INCOME$137,103                   -39521.4        NaN     NaN      NaN
## INCOME$137,357                  -312542.5        NaN     NaN      NaN
## INCOME$137,897                  -194441.6        NaN     NaN      NaN
## INCOME$14,024                    164705.7        NaN     NaN      NaN
## INCOME$14,055                     75564.0        NaN     NaN      NaN
## INCOME$14,096                   -113743.5        NaN     NaN      NaN
## INCOME$14,098                     93214.3        NaN     NaN      NaN
## INCOME$14,129                     60759.7        NaN     NaN      NaN
## INCOME$14,166                    -34234.2        NaN     NaN      NaN
## INCOME$14,194                    145500.9        NaN     NaN      NaN
## INCOME$14,195                    146121.1        NaN     NaN      NaN
## INCOME$14,307                       187.9        NaN     NaN      NaN
## INCOME$14,320                   -256771.8        NaN     NaN      NaN
## INCOME$14,461                     42268.2        NaN     NaN      NaN
## INCOME$14,604                   -127484.7        NaN     NaN      NaN
## INCOME$14,677                     55419.5        NaN     NaN      NaN
## INCOME$14,705                   -277472.7        NaN     NaN      NaN
## INCOME$14,941                    -57814.8        NaN     NaN      NaN
## INCOME$140,534                   -59440.4        NaN     NaN      NaN
## INCOME$140,694                  -200286.8        NaN     NaN      NaN
## INCOME$140,766                  -317529.8        NaN     NaN      NaN
## INCOME$141,953                  -510710.6        NaN     NaN      NaN
## INCOME$141,969                   -68600.7        NaN     NaN      NaN
## INCOME$144,823                  -288432.7        NaN     NaN      NaN
## INCOME$145,073                  -340096.5        NaN     NaN      NaN
## INCOME$146,202                  -126220.9        NaN     NaN      NaN
## INCOME$146,338                   -70657.1        NaN     NaN      NaN
## INCOME$146,881                  -330634.9        NaN     NaN      NaN
## INCOME$147,091                   -96126.4        NaN     NaN      NaN
## INCOME$147,351                  -199760.0        NaN     NaN      NaN
## INCOME$147,647                  -312521.7        NaN     NaN      NaN
## INCOME$147,923                  -234345.9        NaN     NaN      NaN
## INCOME$148,443                  -176032.8        NaN     NaN      NaN
## INCOME$148,528                  -140659.8        NaN     NaN      NaN
## INCOME$148,595                  -295467.5        NaN     NaN      NaN
## INCOME$149,254                  -439980.7        NaN     NaN      NaN
## INCOME$149,453                  -258306.1        NaN     NaN      NaN
## INCOME$15,252                    132319.4        NaN     NaN      NaN
## INCOME$15,385                    135187.0        NaN     NaN      NaN
## INCOME$15,512                   -357465.3        NaN     NaN      NaN
## INCOME$15,726                   -234749.6        NaN     NaN      NaN
## INCOME$15,790                    -32055.4        NaN     NaN      NaN
## INCOME$15,796                    -80939.6        NaN     NaN      NaN
## INCOME$15,889                    -15080.9        NaN     NaN      NaN
## INCOME$15,927                      4421.5        NaN     NaN      NaN
## INCOME$151,225                  -343204.3        NaN     NaN      NaN
## INCOME$151,979                  -423429.5        NaN     NaN      NaN
## INCOME$152,292                    56536.5        NaN     NaN      NaN
## INCOME$155,143                   -35205.2        NaN     NaN      NaN
## INCOME$155,570                   137245.2        NaN     NaN      NaN
## INCOME$156,532                   -57240.3        NaN     NaN      NaN
## INCOME$157,649                  -474489.3        NaN     NaN      NaN
## INCOME$158                       141653.7        NaN     NaN      NaN
## INCOME$158,489                  -560890.4        NaN     NaN      NaN
## INCOME$159,399                    64566.5        NaN     NaN      NaN
## INCOME$159,889                   -64900.1        NaN     NaN      NaN
## INCOME$16,052                    194186.8        NaN     NaN      NaN
## INCOME$16,069                      1413.9        NaN     NaN      NaN
## INCOME$16,074                    165093.6        NaN     NaN      NaN
## INCOME$16,082                    154985.2        NaN     NaN      NaN
## INCOME$16,118                    170054.6        NaN     NaN      NaN
## INCOME$16,352                   -218146.3        NaN     NaN      NaN
## INCOME$16,436                   -167637.4        NaN     NaN      NaN
## INCOME$16,575                     -4322.4        NaN     NaN      NaN
## INCOME$16,715                     82419.4        NaN     NaN      NaN
## INCOME$16,720                    225565.3        NaN     NaN      NaN
## INCOME$16,829                     91497.4        NaN     NaN      NaN
## INCOME$16,989                    230054.8        NaN     NaN      NaN
## INCOME$161,846                    31641.1        NaN     NaN      NaN
## INCOME$162,519                   -33924.2        NaN     NaN      NaN
## INCOME$162,818                  -433874.8        NaN     NaN      NaN
## INCOME$163,219                  -108634.7        NaN     NaN      NaN
## INCOME$164,088                  -189794.2        NaN     NaN      NaN
## INCOME$164,848                  -203359.7        NaN     NaN      NaN
## INCOME$165,769                  -401685.4        NaN     NaN      NaN
## INCOME$167,971                  -341024.2        NaN     NaN      NaN
## INCOME$17,049                    -96223.9        NaN     NaN      NaN
## INCOME$17,224                    125246.2        NaN     NaN      NaN
## INCOME$17,461                   -218166.9        NaN     NaN      NaN
## INCOME$17,567                    275350.6        NaN     NaN      NaN
## INCOME$17,686                    151815.5        NaN     NaN      NaN
## INCOME$17,972                    118351.3        NaN     NaN      NaN
## INCOME$17,984                    302010.6        NaN     NaN      NaN
## INCOME$173,557                  -268701.7        NaN     NaN      NaN
## INCOME$173,572                  -258960.5        NaN     NaN      NaN
## INCOME$174,140                  -643287.9        NaN     NaN      NaN
## INCOME$174,355                  -393623.4        NaN     NaN      NaN
## INCOME$175,219                  -220996.3        NaN     NaN      NaN
## INCOME$175,783                  -126354.8        NaN     NaN      NaN
## INCOME$176,849                  -399109.3        NaN     NaN      NaN
## INCOME$177,562                    14666.5        NaN     NaN      NaN
## INCOME$177,832                  -207047.4        NaN     NaN      NaN
## INCOME$179,536                  -436217.6        NaN     NaN      NaN
## INCOME$18,047                     19083.4        NaN     NaN      NaN
## INCOME$18,154                   -260134.6        NaN     NaN      NaN
## INCOME$18,159                     82200.9        NaN     NaN      NaN
## INCOME$18,211                    174462.3        NaN     NaN      NaN
## INCOME$18,237                   -443197.1        NaN     NaN      NaN
## INCOME$18,282                      1299.8        NaN     NaN      NaN
## INCOME$18,426                   -140561.0        NaN     NaN      NaN
## INCOME$18,523                    297172.8        NaN     NaN      NaN
## INCOME$18,564                     34587.9        NaN     NaN      NaN
## INCOME$18,632                    396095.6        NaN     NaN      NaN
## INCOME$18,886                   -116216.9        NaN     NaN      NaN
## INCOME$18,939                     23091.1        NaN     NaN      NaN
## INCOME$180,074                  -156049.1        NaN     NaN      NaN
## INCOME$180,733                  -225386.0        NaN     NaN      NaN
## INCOME$180,783                  -380364.5        NaN     NaN      NaN
## INCOME$186,027                  -204299.4        NaN     NaN      NaN
## INCOME$189,052                    -7089.7        NaN     NaN      NaN
## INCOME$189,555                  -202204.2        NaN     NaN      NaN
## INCOME$19,063                    367882.3        NaN     NaN      NaN
## INCOME$19,122                     48237.7        NaN     NaN      NaN
## INCOME$19,230                    151047.5        NaN     NaN      NaN
## INCOME$19,341                    -50054.7        NaN     NaN      NaN
## INCOME$19,469                    255097.4        NaN     NaN      NaN
## INCOME$19,527                   -279724.9        NaN     NaN      NaN
## INCOME$19,742                   -125182.3        NaN     NaN      NaN
## INCOME$19,759                    -16304.9        NaN     NaN      NaN
## INCOME$19,779                   -195179.3        NaN     NaN      NaN
## INCOME$19,894                    -68736.6        NaN     NaN      NaN
## INCOME$19,956                    460622.6        NaN     NaN      NaN
## INCOME$193,618                  -324298.2        NaN     NaN      NaN
## INCOME$199,866                   -39159.1        NaN     NaN      NaN
## INCOME$2,141                    -419376.2        NaN     NaN      NaN
## INCOME$2,289                     -87750.9        NaN     NaN      NaN
## INCOME$2,511                    -136552.6        NaN     NaN      NaN
## INCOME$2,657                    -198570.3        NaN     NaN      NaN
## INCOME$2,724                    -159834.0        NaN     NaN      NaN
## INCOME$2,970                      18908.8        NaN     NaN      NaN
## INCOME$20,188                    249183.3        NaN     NaN      NaN
## INCOME$20,220                    170848.1        NaN     NaN      NaN
## INCOME$20,277                    128749.2        NaN     NaN      NaN
## INCOME$20,443                   -422357.1        NaN     NaN      NaN
## INCOME$20,555                    -42389.0        NaN     NaN      NaN
## INCOME$20,586                    -28255.6        NaN     NaN      NaN
## INCOME$20,631                      5932.0        NaN     NaN      NaN
## INCOME$20,638                    225547.3        NaN     NaN      NaN
## INCOME$20,646                    350938.8        NaN     NaN      NaN
## INCOME$20,653                     85869.3        NaN     NaN      NaN
## INCOME$20,717                    218844.9        NaN     NaN      NaN
## INCOME$20,753                    -17043.2        NaN     NaN      NaN
## INCOME$20,765                    153033.5        NaN     NaN      NaN
## INCOME$20,822                   -201712.6        NaN     NaN      NaN
## INCOME$20,852                     20569.1        NaN     NaN      NaN
## INCOME$20,950                     47471.9        NaN     NaN      NaN
## INCOME$20,972                    263078.8        NaN     NaN      NaN
## INCOME$204,373                  -363907.7        NaN     NaN      NaN
## INCOME$21,001                     -5849.5        NaN     NaN      NaN
## INCOME$21,042                   -162638.8        NaN     NaN      NaN
## INCOME$21,119                    -93816.6        NaN     NaN      NaN
## INCOME$21,238                    234726.8        NaN     NaN      NaN
## INCOME$21,313                   -108341.2        NaN     NaN      NaN
## INCOME$21,335                    160759.4        NaN     NaN      NaN
## INCOME$21,357                    310225.8        NaN     NaN      NaN
## INCOME$21,400                    350104.7        NaN     NaN      NaN
## INCOME$21,443                    263007.5        NaN     NaN      NaN
## INCOME$21,455                    265662.5        NaN     NaN      NaN
## INCOME$21,571                     19601.0        NaN     NaN      NaN
## INCOME$21,589                     -3904.7        NaN     NaN      NaN
## INCOME$21,651                    151742.5        NaN     NaN      NaN
## INCOME$21,670                    148766.1        NaN     NaN      NaN
## INCOME$21,696                   -244275.7        NaN     NaN      NaN
## INCOME$21,746                   -213573.7        NaN     NaN      NaN
## INCOME$21,970                    177793.3        NaN     NaN      NaN
## INCOME$210,660                  -379584.9        NaN     NaN      NaN
## INCOME$214,189                  -148198.3        NaN     NaN      NaN
## INCOME$215,158                   -42845.9        NaN     NaN      NaN
## INCOME$215,536                  -298387.2        NaN     NaN      NaN
## INCOME$216,412                  -480291.9        NaN     NaN      NaN
## INCOME$216,464                  -263173.0        NaN     NaN      NaN
## INCOME$216,924                  -106987.1        NaN     NaN      NaN
## INCOME$216,985                  -204586.9        NaN     NaN      NaN
## INCOME$217,967                  -407375.2        NaN     NaN      NaN
## INCOME$22,021                    232972.0        NaN     NaN      NaN
## INCOME$22,252                    179228.7        NaN     NaN      NaN
## INCOME$22,271                      9945.4        NaN     NaN      NaN
## INCOME$22,348                    220129.5        NaN     NaN      NaN
## INCOME$22,358                    161399.2        NaN     NaN      NaN
## INCOME$22,362                    -24372.2        NaN     NaN      NaN
## INCOME$22,395                    -34260.1        NaN     NaN      NaN
## INCOME$22,470                    -49745.2        NaN     NaN      NaN
## INCOME$22,623                   -131447.9        NaN     NaN      NaN
## INCOME$22,626                   -113023.5        NaN     NaN      NaN
## INCOME$22,654                    185834.9        NaN     NaN      NaN
## INCOME$22,718                     73739.1        NaN     NaN      NaN
## INCOME$22,741                   -250564.0        NaN     NaN      NaN
## INCOME$22,860                    119485.1        NaN     NaN      NaN
## INCOME$22,938                    166089.9        NaN     NaN      NaN
## INCOME$225,083                  -124135.5        NaN     NaN      NaN
## INCOME$228,376                  -425771.8        NaN     NaN      NaN
## INCOME$23,035                    123994.7        NaN     NaN      NaN
## INCOME$23,111                   -229560.4        NaN     NaN      NaN
## INCOME$23,264                   -376909.1        NaN     NaN      NaN
## INCOME$23,338                    -24551.8        NaN     NaN      NaN
## INCOME$23,344                   -325312.3        NaN     NaN      NaN
## INCOME$23,372                    144873.5        NaN     NaN      NaN
## INCOME$23,427                    190561.3        NaN     NaN      NaN
## INCOME$23,551                    392278.9        NaN     NaN      NaN
## INCOME$23,588                    -98929.8        NaN     NaN      NaN
## INCOME$23,636                    -77985.6        NaN     NaN      NaN
## INCOME$23,655                    -47930.4        NaN     NaN      NaN
## INCOME$23,711                    277846.4        NaN     NaN      NaN
## INCOME$23,714                   -147681.2        NaN     NaN      NaN
## INCOME$23,756                    117851.4        NaN     NaN      NaN
## INCOME$23,766                     51360.5        NaN     NaN      NaN
## INCOME$23,919                    305274.9        NaN     NaN      NaN
## INCOME$23,953                    261905.0        NaN     NaN      NaN
## INCOME$231,004                  -361538.9        NaN     NaN      NaN
## INCOME$234,825                   123653.1        NaN     NaN      NaN
## INCOME$24,062                     46420.3        NaN     NaN      NaN
## INCOME$24,076                    266412.9        NaN     NaN      NaN
## INCOME$24,091                    -21054.6        NaN     NaN      NaN
## INCOME$24,139                    315733.3        NaN     NaN      NaN
## INCOME$24,177                   -119998.8        NaN     NaN      NaN
## INCOME$24,202                    -61661.2        NaN     NaN      NaN
## INCOME$24,464                    225057.4        NaN     NaN      NaN
## INCOME$24,601                   -424303.5        NaN     NaN      NaN
## INCOME$24,609                   -199794.4        NaN     NaN      NaN
## INCOME$24,628                   -164147.4        NaN     NaN      NaN
## INCOME$24,660                   -122772.9        NaN     NaN      NaN
## INCOME$24,666                    237331.9        NaN     NaN      NaN
## INCOME$24,713                    123683.2        NaN     NaN      NaN
## INCOME$24,722                    472378.7        NaN     NaN      NaN
## INCOME$24,862                   -111283.1        NaN     NaN      NaN
## INCOME$24,865                   -289111.2        NaN     NaN      NaN
## INCOME$249                        60068.9        NaN     NaN      NaN
## INCOME$249,589                  -569519.4        NaN     NaN      NaN
## INCOME$25,032                    336738.8        NaN     NaN      NaN
## INCOME$25,289                   -212861.8        NaN     NaN      NaN
## INCOME$25,294                    254903.0        NaN     NaN      NaN
## INCOME$25,444                    250236.7        NaN     NaN      NaN
## INCOME$25,525                   -455788.7        NaN     NaN      NaN
## INCOME$25,536                   -336104.4        NaN     NaN      NaN
## INCOME$25,544                    161151.6        NaN     NaN      NaN
## INCOME$25,564                    248524.6        NaN     NaN      NaN
## INCOME$25,570                    151263.6        NaN     NaN      NaN
## INCOME$25,647                    -25128.3        NaN     NaN      NaN
## INCOME$25,698                   -261699.5        NaN     NaN      NaN
## INCOME$25,761                   -257031.5        NaN     NaN      NaN
## INCOME$25,972                   -154101.8        NaN     NaN      NaN
## INCOME$26,006                    198087.7        NaN     NaN      NaN
## INCOME$26,048                    396686.7        NaN     NaN      NaN
## INCOME$26,088                    -52669.9        NaN     NaN      NaN
## INCOME$26,112                     57494.2        NaN     NaN      NaN
## INCOME$26,114                    -46818.9        NaN     NaN      NaN
## INCOME$26,127                    -44769.7        NaN     NaN      NaN
## INCOME$26,177                   -153538.1        NaN     NaN      NaN
## INCOME$26,217                    -40325.9        NaN     NaN      NaN
## INCOME$26,315                    353204.7        NaN     NaN      NaN
## INCOME$26,412                     59195.4        NaN     NaN      NaN
## INCOME$26,413                    188184.1        NaN     NaN      NaN
## INCOME$26,537                     96650.8        NaN     NaN      NaN
## INCOME$26,587                    174907.4        NaN     NaN      NaN
## INCOME$26,606                     76697.2        NaN     NaN      NaN
## INCOME$26,634                   -111742.1        NaN     NaN      NaN
## INCOME$26,652                   -242734.4        NaN     NaN      NaN
## INCOME$26,681                   -327961.6        NaN     NaN      NaN
## INCOME$26,694                   -226316.8        NaN     NaN      NaN
## INCOME$26,777                     60861.9        NaN     NaN      NaN
## INCOME$26,906                     82278.0        NaN     NaN      NaN
## INCOME$26,913                   -204335.1        NaN     NaN      NaN
## INCOME$26,921                   -481910.4        NaN     NaN      NaN
## INCOME$27,027                     15941.9        NaN     NaN      NaN
## INCOME$27,052                    179927.8        NaN     NaN      NaN
## INCOME$27,053                   -237864.7        NaN     NaN      NaN
## INCOME$27,239                    337414.8        NaN     NaN      NaN
## INCOME$27,253                    379872.4        NaN     NaN      NaN
## INCOME$27,354                    -77333.0        NaN     NaN      NaN
## INCOME$27,370                     27317.3        NaN     NaN      NaN
## INCOME$27,434                    -77764.3        NaN     NaN      NaN
## INCOME$27,439                   -230429.1        NaN     NaN      NaN
## INCOME$27,509                    166196.8        NaN     NaN      NaN
## INCOME$27,521                   -101321.0        NaN     NaN      NaN
## INCOME$27,547                    174242.2        NaN     NaN      NaN
## INCOME$27,625                   -327721.1        NaN     NaN      NaN
## INCOME$27,688                    -65615.9        NaN     NaN      NaN
## INCOME$27,783                     96779.2        NaN     NaN      NaN
## INCOME$27,788                      -556.7        NaN     NaN      NaN
## INCOME$27,803                    238084.5        NaN     NaN      NaN
## INCOME$27,823                   -416149.8        NaN     NaN      NaN
## INCOME$27,917                   -203618.3        NaN     NaN      NaN
## INCOME$27,957                    273911.0        NaN     NaN      NaN
## INCOME$27,964                    -31235.6        NaN     NaN      NaN
## INCOME$273,507                  -374275.5        NaN     NaN      NaN
## INCOME$28,084                   -106591.7        NaN     NaN      NaN
## INCOME$28,163                    -13578.1        NaN     NaN      NaN
## INCOME$28,326                    160585.7        NaN     NaN      NaN
## INCOME$28,341                    183493.0        NaN     NaN      NaN
## INCOME$28,350                   -393306.1        NaN     NaN      NaN
## INCOME$28,390                   -402883.1        NaN     NaN      NaN
## INCOME$28,395                    -16200.1        NaN     NaN      NaN
## INCOME$28,430                    171887.9        NaN     NaN      NaN
## INCOME$28,453                   -127405.1        NaN     NaN      NaN
## INCOME$28,538                   -100758.4        NaN     NaN      NaN
## INCOME$28,591                    334296.2        NaN     NaN      NaN
## INCOME$28,592                     66543.0        NaN     NaN      NaN
## INCOME$28,600                     -3810.1        NaN     NaN      NaN
## INCOME$28,617                   -195221.0        NaN     NaN      NaN
## INCOME$28,634                   -415581.3        NaN     NaN      NaN
## INCOME$28,719                    140664.0        NaN     NaN      NaN
## INCOME$28,726                     -3898.1        NaN     NaN      NaN
## INCOME$28,731                     68035.9        NaN     NaN      NaN
## INCOME$28,750                   -295883.7        NaN     NaN      NaN
## INCOME$28,777                    -21431.4        NaN     NaN      NaN
## INCOME$28,808                    -41658.3        NaN     NaN      NaN
## INCOME$28,902                    173257.5        NaN     NaN      NaN
## INCOME$28,924                    207427.1        NaN     NaN      NaN
## INCOME$28,996                   -146056.0        NaN     NaN      NaN
## INCOME$282,198                  -421982.5        NaN     NaN      NaN
## INCOME$284,071                  -343794.8        NaN     NaN      NaN
## INCOME$29,081                    411861.4        NaN     NaN      NaN
## INCOME$29,161                    -13233.4        NaN     NaN      NaN
## INCOME$29,176                   -145263.8        NaN     NaN      NaN
## INCOME$29,206                     42472.6        NaN     NaN      NaN
## INCOME$29,250                   -144897.8        NaN     NaN      NaN
## INCOME$29,412                    -75336.4        NaN     NaN      NaN
## INCOME$29,524                   -414818.9        NaN     NaN      NaN
## INCOME$29,567                   -222897.6        NaN     NaN      NaN
## INCOME$29,644                     78666.2        NaN     NaN      NaN
## INCOME$29,707                     29837.0        NaN     NaN      NaN
## INCOME$29,914                    125499.9        NaN     NaN      NaN
## INCOME$29,928                    -86790.4        NaN     NaN      NaN
## INCOME$290,846                  -158579.8        NaN     NaN      NaN
## INCOME$3,005                    -508426.9        NaN     NaN      NaN
## INCOME$3,081                     -64499.7        NaN     NaN      NaN
## INCOME$3,103                    -386049.4        NaN     NaN      NaN
## INCOME$3,113                    -301908.0        NaN     NaN      NaN
## INCOME$3,151                    -257467.9        NaN     NaN      NaN
## INCOME$3,241                     -54273.4        NaN     NaN      NaN
## INCOME$3,355                     229843.3        NaN     NaN      NaN
## INCOME$3,461                     167719.6        NaN     NaN      NaN
## INCOME$3,594                     270313.9        NaN     NaN      NaN
## INCOME$3,604                      44432.9        NaN     NaN      NaN
## INCOME$3,871                     114583.7        NaN     NaN      NaN
## INCOME$30,033                   -194482.4        NaN     NaN      NaN
## INCOME$30,047                   -146126.5        NaN     NaN      NaN
## INCOME$30,069                     39007.6        NaN     NaN      NaN
## INCOME$30,085                    267608.4        NaN     NaN      NaN
## INCOME$30,089                    -78554.1        NaN     NaN      NaN
## INCOME$30,182                   -562941.0        NaN     NaN      NaN
## INCOME$30,229                   -108619.7        NaN     NaN      NaN
## INCOME$30,290                    -54010.9        NaN     NaN      NaN
## INCOME$30,319                   -376886.1        NaN     NaN      NaN
## INCOME$30,322                   -541179.0        NaN     NaN      NaN
## INCOME$30,377                     38935.3        NaN     NaN      NaN
## INCOME$30,531                   -228909.1        NaN     NaN      NaN
## INCOME$30,618                   -136046.1        NaN     NaN      NaN
## INCOME$30,631                    236274.0        NaN     NaN      NaN
## INCOME$30,653                    276038.1        NaN     NaN      NaN
## INCOME$30,804                    243580.7        NaN     NaN      NaN
## INCOME$30,848                    -45461.5        NaN     NaN      NaN
## INCOME$30,956                    -48682.3        NaN     NaN      NaN
## INCOME$31,093                    115635.9        NaN     NaN      NaN
## INCOME$31,101                    354159.6        NaN     NaN      NaN
## INCOME$31,138                    -71753.8        NaN     NaN      NaN
## INCOME$31,162                    152217.8        NaN     NaN      NaN
## INCOME$31,168                   -131046.4        NaN     NaN      NaN
## INCOME$31,259                   -180144.7        NaN     NaN      NaN
## INCOME$31,275                     58023.6        NaN     NaN      NaN
## INCOME$31,276                   -142327.1        NaN     NaN      NaN
## INCOME$31,291                   -180751.4        NaN     NaN      NaN
## INCOME$31,407                    196690.4        NaN     NaN      NaN
## INCOME$31,436                     91632.4        NaN     NaN      NaN
## INCOME$31,456                   -152798.8        NaN     NaN      NaN
## INCOME$31,476                     64965.6        NaN     NaN      NaN
## INCOME$31,675                    -48577.3        NaN     NaN      NaN
## INCOME$31,713                   -394608.6        NaN     NaN      NaN
## INCOME$31,773                     -4742.6        NaN     NaN      NaN
## INCOME$31,860                    -26325.6        NaN     NaN      NaN
## INCOME$31,873                     -9841.5        NaN     NaN      NaN
## INCOME$312                       -12271.1        NaN     NaN      NaN
## INCOME$32,028                     87667.7        NaN     NaN      NaN
## INCOME$32,033                   -239139.1        NaN     NaN      NaN
## INCOME$32,188                   -199408.5        NaN     NaN      NaN
## INCOME$32,265                    214062.0        NaN     NaN      NaN
## INCOME$32,279                   -149052.7        NaN     NaN      NaN
## INCOME$32,317                    179863.1        NaN     NaN      NaN
## INCOME$32,381                    201560.9        NaN     NaN      NaN
## INCOME$32,474                    -49892.9        NaN     NaN      NaN
## INCOME$32,494                     -5101.0        NaN     NaN      NaN
## INCOME$32,505                   -146592.1        NaN     NaN      NaN
## INCOME$32,589                   -424351.4        NaN     NaN      NaN
## INCOME$32,708                     70127.9        NaN     NaN      NaN
## INCOME$32,809                    -34712.5        NaN     NaN      NaN
## INCOME$32,867                     90398.2        NaN     NaN      NaN
## INCOME$32,880                   -173473.2        NaN     NaN      NaN
## INCOME$32,924                   -281722.4        NaN     NaN      NaN
## INCOME$32,936                    -58234.1        NaN     NaN      NaN
## INCOME$32,956                   -189925.9        NaN     NaN      NaN
## INCOME$320,127                  -509635.8        NaN     NaN      NaN
## INCOME$33,056                   -193223.1        NaN     NaN      NaN
## INCOME$33,087                   -120870.6        NaN     NaN      NaN
## INCOME$33,193                   -322443.2        NaN     NaN      NaN
## INCOME$33,236                   -240328.6        NaN     NaN      NaN
## INCOME$33,274                     67348.1        NaN     NaN      NaN
## INCOME$33,332                     99922.3        NaN     NaN      NaN
## INCOME$33,422                   -256797.4        NaN     NaN      NaN
## INCOME$33,434                    151338.5        NaN     NaN      NaN
## INCOME$33,447                    342685.1        NaN     NaN      NaN
## INCOME$33,470                     90042.6        NaN     NaN      NaN
## INCOME$33,519                   -215890.4        NaN     NaN      NaN
## INCOME$33,538                    192315.2        NaN     NaN      NaN
## INCOME$33,570                   -240533.0        NaN     NaN      NaN
## INCOME$33,575                   -289561.6        NaN     NaN      NaN
## INCOME$33,644                   -492683.9        NaN     NaN      NaN
## INCOME$33,648                   -340071.8        NaN     NaN      NaN
## INCOME$33,713                   -344091.6        NaN     NaN      NaN
## INCOME$33,782                    274077.9        NaN     NaN      NaN
## INCOME$33,791                    -57299.5        NaN     NaN      NaN
## INCOME$33,953                   -275686.5        NaN     NaN      NaN
## INCOME$33,995                   -492643.0        NaN     NaN      NaN
## INCOME$34,033                   -154301.5        NaN     NaN      NaN
## INCOME$34,057                    -14307.3        NaN     NaN      NaN
## INCOME$34,116                    -10751.5        NaN     NaN      NaN
## INCOME$34,199                   -504664.2        NaN     NaN      NaN
## INCOME$34,208                    -23927.1        NaN     NaN      NaN
## INCOME$34,235                    -47298.5        NaN     NaN      NaN
## INCOME$34,313                   -102929.2        NaN     NaN      NaN
## INCOME$34,329                     42653.0        NaN     NaN      NaN
## INCOME$34,362                     19812.0        NaN     NaN      NaN
## INCOME$34,390                    277854.7        NaN     NaN      NaN
## INCOME$34,408                   -160853.6        NaN     NaN      NaN
## INCOME$34,449                   -235587.2        NaN     NaN      NaN
## INCOME$34,503                   -154350.3        NaN     NaN      NaN
## INCOME$34,581                    194459.6        NaN     NaN      NaN
## INCOME$34,637                    154820.3        NaN     NaN      NaN
## INCOME$34,658                   -205044.7        NaN     NaN      NaN
## INCOME$34,660                     64352.9        NaN     NaN      NaN
## INCOME$34,669                    -13387.1        NaN     NaN      NaN
## INCOME$34,760                     -5072.5        NaN     NaN      NaN
## INCOME$34,928                      1741.0        NaN     NaN      NaN
## INCOME$35,066                     44997.8        NaN     NaN      NaN
## INCOME$35,092                   -403350.2        NaN     NaN      NaN
## INCOME$35,097                    -58382.7        NaN     NaN      NaN
## INCOME$35,256                   -101209.4        NaN     NaN      NaN
## INCOME$35,262                    199726.0        NaN     NaN      NaN
## INCOME$35,263                    322199.1        NaN     NaN      NaN
## INCOME$35,362                    240908.0        NaN     NaN      NaN
## INCOME$35,403                   -169948.7        NaN     NaN      NaN
## INCOME$35,436                   -317869.6        NaN     NaN      NaN
## INCOME$35,441                   -198477.5        NaN     NaN      NaN
## INCOME$35,453                   -187447.3        NaN     NaN      NaN
## INCOME$35,457                   -440813.3        NaN     NaN      NaN
## INCOME$35,586                     41639.7        NaN     NaN      NaN
## INCOME$35,660                     22267.7        NaN     NaN      NaN
## INCOME$35,714                    380773.3        NaN     NaN      NaN
## INCOME$35,718                   -177563.3        NaN     NaN      NaN
## INCOME$35,735                    112032.8        NaN     NaN      NaN
## INCOME$35,778                   -169152.9        NaN     NaN      NaN
## INCOME$35,916                   -319809.9        NaN     NaN      NaN
## INCOME$35,990                    192564.5        NaN     NaN      NaN
## INCOME$35,995                    -23047.8        NaN     NaN      NaN
## INCOME$36,015                   -291291.9        NaN     NaN      NaN
## INCOME$36,110                   -236032.1        NaN     NaN      NaN
## INCOME$36,113                    -35947.7        NaN     NaN      NaN
## INCOME$36,141                     78541.5        NaN     NaN      NaN
## INCOME$36,154                    133359.3        NaN     NaN      NaN
## INCOME$36,179                    109445.6        NaN     NaN      NaN
## INCOME$36,217                   -160762.7        NaN     NaN      NaN
## INCOME$36,230                   -301814.6        NaN     NaN      NaN
## INCOME$36,330                    278028.9        NaN     NaN      NaN
## INCOME$36,332                    -41041.2        NaN     NaN      NaN
## INCOME$36,343                    -31517.1        NaN     NaN      NaN
## INCOME$36,351                    -81344.7        NaN     NaN      NaN
## INCOME$36,365                     71328.0        NaN     NaN      NaN
## INCOME$36,436                    -15886.5        NaN     NaN      NaN
## INCOME$36,463                    -43171.8        NaN     NaN      NaN
## INCOME$36,504                   -326532.0        NaN     NaN      NaN
## INCOME$36,552                   -290671.7        NaN     NaN      NaN
## INCOME$36,611                   -312016.5        NaN     NaN      NaN
## INCOME$36,635                   -171401.8        NaN     NaN      NaN
## INCOME$36,730                   -284337.1        NaN     NaN      NaN
## INCOME$36,912                     15350.9        NaN     NaN      NaN
## INCOME$37,128                   -235804.2        NaN     NaN      NaN
## INCOME$37,130                    198123.0        NaN     NaN      NaN
## INCOME$37,192                   -107549.0        NaN     NaN      NaN
## INCOME$37,214                    -85898.2        NaN     NaN      NaN
## INCOME$37,356                   -111975.3        NaN     NaN      NaN
## INCOME$37,380                   -251963.9        NaN     NaN      NaN
## INCOME$37,388                     85697.8        NaN     NaN      NaN
## INCOME$37,414                   -232660.7        NaN     NaN      NaN
## INCOME$37,536                    206368.8        NaN     NaN      NaN
## INCOME$37,580                   -118858.0        NaN     NaN      NaN
## INCOME$37,694                   -361837.1        NaN     NaN      NaN
## INCOME$37,793                     68417.7        NaN     NaN      NaN
## INCOME$37,806                    -11020.9        NaN     NaN      NaN
## INCOME$37,958                     56799.7        NaN     NaN      NaN
## INCOME$37,991                   -417583.8        NaN     NaN      NaN
## INCOME$38,020                   -320834.0        NaN     NaN      NaN
## INCOME$38,027                    368296.9        NaN     NaN      NaN
## INCOME$38,036                     40176.2        NaN     NaN      NaN
## INCOME$38,111                   -405815.7        NaN     NaN      NaN
## INCOME$38,128                    208770.3        NaN     NaN      NaN
## INCOME$38,141                   -161464.6        NaN     NaN      NaN
## INCOME$38,253                   -434485.4        NaN     NaN      NaN
## INCOME$38,259                   -134699.3        NaN     NaN      NaN
## INCOME$38,290                   -162503.5        NaN     NaN      NaN
## INCOME$38,305                   -103513.7        NaN     NaN      NaN
## INCOME$38,307                   -108790.6        NaN     NaN      NaN
## INCOME$38,338                   -390114.1        NaN     NaN      NaN
## INCOME$38,371                   -257126.4        NaN     NaN      NaN
## INCOME$38,391                   -373568.6        NaN     NaN      NaN
## INCOME$38,442                   -340412.7        NaN     NaN      NaN
## INCOME$38,453                    -81229.0        NaN     NaN      NaN
## INCOME$38,668                     66672.6        NaN     NaN      NaN
## INCOME$38,724                   -267194.1        NaN     NaN      NaN
## INCOME$38,806                     -9991.7        NaN     NaN      NaN
## INCOME$38,819                   -280781.0        NaN     NaN      NaN
## INCOME$38,924                   -313401.9        NaN     NaN      NaN
## INCOME$39,005                    209190.7        NaN     NaN      NaN
## INCOME$39,055                   -122520.2        NaN     NaN      NaN
## INCOME$39,099                   -381558.1        NaN     NaN      NaN
## INCOME$39,157                   -303474.9        NaN     NaN      NaN
## INCOME$39,285                     57875.9        NaN     NaN      NaN
## INCOME$39,322                      3212.5        NaN     NaN      NaN
## INCOME$39,327                   -315613.2        NaN     NaN      NaN
## INCOME$39,393                   -212495.7        NaN     NaN      NaN
## INCOME$39,400                   -158857.6        NaN     NaN      NaN
## INCOME$39,405                   -400173.2        NaN     NaN      NaN
## INCOME$39,480                     24586.6        NaN     NaN      NaN
## INCOME$39,490                   -334140.4        NaN     NaN      NaN
## INCOME$39,512                    118120.8        NaN     NaN      NaN
## INCOME$39,564                   -267197.9        NaN     NaN      NaN
## INCOME$39,589                   -103924.6        NaN     NaN      NaN
## INCOME$39,600                    -73193.7        NaN     NaN      NaN
## INCOME$39,619                   -167050.9        NaN     NaN      NaN
## INCOME$39,643                   -166303.0        NaN     NaN      NaN
## INCOME$39,645                     17114.9        NaN     NaN      NaN
## INCOME$39,662                     -2475.5        NaN     NaN      NaN
## INCOME$39,677                    -42555.3        NaN     NaN      NaN
## INCOME$39,710                    -90870.8        NaN     NaN      NaN
## INCOME$39,741                    350019.6        NaN     NaN      NaN
## INCOME$39,811                   -117778.5        NaN     NaN      NaN
## INCOME$39,861                   -186980.8        NaN     NaN      NaN
## INCOME$39,975                    -53064.4        NaN     NaN      NaN
## INCOME$4,209                     165981.0        NaN     NaN      NaN
## INCOME$4,216                    -278331.0        NaN     NaN      NaN
## INCOME$4,290                     243477.2        NaN     NaN      NaN
## INCOME$4,319                     -50684.4        NaN     NaN      NaN
## INCOME$4,334                     -87241.5        NaN     NaN      NaN
## INCOME$4,457                     -37607.0        NaN     NaN      NaN
## INCOME$4,480                      13672.4        NaN     NaN      NaN
## INCOME$4,564                      76352.3        NaN     NaN      NaN
## INCOME$4,716                    -194680.6        NaN     NaN      NaN
## INCOME$4,910                     -36585.3        NaN     NaN      NaN
## INCOME$40,012                   -240645.7        NaN     NaN      NaN
## INCOME$40,015                   -322977.4        NaN     NaN      NaN
## INCOME$40,022                    342621.7        NaN     NaN      NaN
## INCOME$40,095                    443357.2        NaN     NaN      NaN
## INCOME$40,197                   -199537.6        NaN     NaN      NaN
## INCOME$40,245                    281762.0        NaN     NaN      NaN
## INCOME$40,248                   -297467.0        NaN     NaN      NaN
## INCOME$40,259                   -184009.3        NaN     NaN      NaN
## INCOME$40,264                   -153106.6        NaN     NaN      NaN
## INCOME$40,277                   -151329.8        NaN     NaN      NaN
## INCOME$40,339                   -245631.9        NaN     NaN      NaN
## INCOME$40,355                   -367650.0        NaN     NaN      NaN
## INCOME$40,363                   -229329.2        NaN     NaN      NaN
## INCOME$40,383                   -395243.9        NaN     NaN      NaN
## INCOME$40,408                    184781.0        NaN     NaN      NaN
## INCOME$40,457                    149538.6        NaN     NaN      NaN
## INCOME$40,480                     80857.5        NaN     NaN      NaN
## INCOME$40,518                     47219.8        NaN     NaN      NaN
## INCOME$40,528                   -364477.7        NaN     NaN      NaN
## INCOME$40,542                    179149.0        NaN     NaN      NaN
## INCOME$40,570                   -118201.3        NaN     NaN      NaN
## INCOME$40,683                   -232306.6        NaN     NaN      NaN
## INCOME$40,685                   -133707.8        NaN     NaN      NaN
## INCOME$40,711                    -74037.1        NaN     NaN      NaN
## INCOME$40,716                   -104850.1        NaN     NaN      NaN
## INCOME$40,754                   -143314.9        NaN     NaN      NaN
## INCOME$40,791                    107424.8        NaN     NaN      NaN
## INCOME$40,851                    -67282.8        NaN     NaN      NaN
## INCOME$40,862                    -63297.8        NaN     NaN      NaN
## INCOME$40,868                    251929.3        NaN     NaN      NaN
## INCOME$40,924                   -230852.1        NaN     NaN      NaN
## INCOME$40,983                   -135099.6        NaN     NaN      NaN
## INCOME$40,990                    -30814.7        NaN     NaN      NaN
## INCOME$41,077                   -135657.3        NaN     NaN      NaN
## INCOME$41,196                    -71068.3        NaN     NaN      NaN
## INCOME$41,230                     47435.3        NaN     NaN      NaN
## INCOME$41,274                     -3196.0        NaN     NaN      NaN
## INCOME$41,293                    316323.9        NaN     NaN      NaN
## INCOME$41,345                   -326134.9        NaN     NaN      NaN
## INCOME$41,359                   -347602.4        NaN     NaN      NaN
## INCOME$41,367                   -199128.1        NaN     NaN      NaN
## INCOME$41,424                    -36904.0        NaN     NaN      NaN
## INCOME$41,447                   -336926.3        NaN     NaN      NaN
## INCOME$41,674                    148265.2        NaN     NaN      NaN
## INCOME$41,696                   -292959.7        NaN     NaN      NaN
## INCOME$41,712                   -513733.2        NaN     NaN      NaN
## INCOME$41,746                    170753.2        NaN     NaN      NaN
## INCOME$41,796                    119628.3        NaN     NaN      NaN
## INCOME$41,801                   -112972.2        NaN     NaN      NaN
## INCOME$41,855                    -37510.2        NaN     NaN      NaN
## INCOME$41,901                     69890.7        NaN     NaN      NaN
## INCOME$42,018                   -127782.5        NaN     NaN      NaN
## INCOME$42,025                   -303174.3        NaN     NaN      NaN
## INCOME$42,139                    -62897.3        NaN     NaN      NaN
## INCOME$42,209                   -223631.8        NaN     NaN      NaN
## INCOME$42,226                   -200122.0        NaN     NaN      NaN
## INCOME$42,229                    175068.9        NaN     NaN      NaN
## INCOME$42,254                   -133772.7        NaN     NaN      NaN
## INCOME$42,284                     44856.7        NaN     NaN      NaN
## INCOME$42,304                    -36906.2        NaN     NaN      NaN
## INCOME$42,371                    -14628.6        NaN     NaN      NaN
## INCOME$42,408                   -156506.0        NaN     NaN      NaN
## INCOME$42,554                    121365.4        NaN     NaN      NaN
## INCOME$42,607                   -263417.4        NaN     NaN      NaN
## INCOME$42,621                    152072.0        NaN     NaN      NaN
## INCOME$42,667                    -82047.9        NaN     NaN      NaN
## INCOME$42,680                   -348819.0        NaN     NaN      NaN
## INCOME$42,687                    214824.6        NaN     NaN      NaN
## INCOME$42,758                   -168948.1        NaN     NaN      NaN
## INCOME$42,797                    129657.1        NaN     NaN      NaN
## INCOME$42,891                   -131728.2        NaN     NaN      NaN
## INCOME$43,036                     87877.1        NaN     NaN      NaN
## INCOME$43,083                    327688.4        NaN     NaN      NaN
## INCOME$43,174                    -80638.2        NaN     NaN      NaN
## INCOME$43,288                   -384904.2        NaN     NaN      NaN
## INCOME$43,301                   -104990.0        NaN     NaN      NaN
## INCOME$43,386                   -270759.1        NaN     NaN      NaN
## INCOME$43,453                    106458.0        NaN     NaN      NaN
## INCOME$43,476                   -222189.9        NaN     NaN      NaN
## INCOME$43,488                    -30172.0        NaN     NaN      NaN
## INCOME$43,489                    180062.6        NaN     NaN      NaN
## INCOME$43,539                   -293650.6        NaN     NaN      NaN
## INCOME$43,543                   -276688.3        NaN     NaN      NaN
## INCOME$43,546                      1371.0        NaN     NaN      NaN
## INCOME$43,560                    -97786.3        NaN     NaN      NaN
## INCOME$43,574                      4648.0        NaN     NaN      NaN
## INCOME$43,651                    -68135.6        NaN     NaN      NaN
## INCOME$43,654                   -222907.9        NaN     NaN      NaN
## INCOME$43,673                   -333819.9        NaN     NaN      NaN
## INCOME$43,676                   -280237.0        NaN     NaN      NaN
## INCOME$43,680                   -140935.0        NaN     NaN      NaN
## INCOME$43,910                    151536.9        NaN     NaN      NaN
## INCOME$43,971                   -285353.0        NaN     NaN      NaN
## INCOME$44,059                   -201105.6        NaN     NaN      NaN
## INCOME$44,077                    -25199.3        NaN     NaN      NaN
## INCOME$44,108                   -128655.5        NaN     NaN      NaN
## INCOME$44,208                    322319.8        NaN     NaN      NaN
## INCOME$44,308                     49604.1        NaN     NaN      NaN
## INCOME$44,320                    -80058.9        NaN     NaN      NaN
## INCOME$44,431                   -119967.4        NaN     NaN      NaN
## INCOME$44,438                   -333697.1        NaN     NaN      NaN
## INCOME$44,492                      2057.2        NaN     NaN      NaN
## INCOME$44,497                     37739.1        NaN     NaN      NaN
## INCOME$44,516                    332131.6        NaN     NaN      NaN
## INCOME$44,614                   -207943.9        NaN     NaN      NaN
## INCOME$44,661                   -249140.8        NaN     NaN      NaN
## INCOME$44,705                   -282151.0        NaN     NaN      NaN
## INCOME$44,782                   -156326.7        NaN     NaN      NaN
## INCOME$44,786                   -142732.9        NaN     NaN      NaN
## INCOME$44,809                    107933.1        NaN     NaN      NaN
## INCOME$44,812                     36297.4        NaN     NaN      NaN
## INCOME$44,866                   -412823.9        NaN     NaN      NaN
## INCOME$44,940                   -303151.0        NaN     NaN      NaN
## INCOME$44,955                   -249220.2        NaN     NaN      NaN
## INCOME$44,977                    -90848.3        NaN     NaN      NaN
## INCOME$445                      -112646.5        NaN     NaN      NaN
## INCOME$45,038                   -491336.8        NaN     NaN      NaN
## INCOME$45,110                   -475235.7        NaN     NaN      NaN
## INCOME$45,254                   -142774.7        NaN     NaN      NaN
## INCOME$45,282                   -318817.1        NaN     NaN      NaN
## INCOME$45,299                    -73964.5        NaN     NaN      NaN
## INCOME$45,300                   -148857.0        NaN     NaN      NaN
## INCOME$45,416                   -100665.6        NaN     NaN      NaN
## INCOME$45,594                   -122880.5        NaN     NaN      NaN
## INCOME$45,626                   -288001.4        NaN     NaN      NaN
## INCOME$45,689                   -220475.1        NaN     NaN      NaN
## INCOME$45,819                   -297028.2        NaN     NaN      NaN
## INCOME$45,828                   -230434.4        NaN     NaN      NaN
## INCOME$45,843                    -98315.0        NaN     NaN      NaN
## INCOME$45,893                   -128965.8        NaN     NaN      NaN
## INCOME$46,061                    132459.3        NaN     NaN      NaN
## INCOME$46,187                   -425101.7        NaN     NaN      NaN
## INCOME$46,224                   -179556.8        NaN     NaN      NaN
## INCOME$46,254                   -241682.4        NaN     NaN      NaN
## INCOME$46,396                   -291829.5        NaN     NaN      NaN
## INCOME$46,416                    235598.2        NaN     NaN      NaN
## INCOME$46,570                    -77595.3        NaN     NaN      NaN
## INCOME$46,598                   -424168.8        NaN     NaN      NaN
## INCOME$46,604                    -64906.5        NaN     NaN      NaN
## INCOME$46,661                   -193966.6        NaN     NaN      NaN
## INCOME$46,780                    175650.4        NaN     NaN      NaN
## INCOME$46,927                   -355014.5        NaN     NaN      NaN
## INCOME$46,979                   -323554.1        NaN     NaN      NaN
## INCOME$47,042                   -332232.0        NaN     NaN      NaN
## INCOME$47,114                    344658.0        NaN     NaN      NaN
## INCOME$47,235                   -329644.9        NaN     NaN      NaN
## INCOME$47,366                     50736.9        NaN     NaN      NaN
## INCOME$47,534                   -224156.9        NaN     NaN      NaN
## INCOME$47,590                   -610046.3        NaN     NaN      NaN
## INCOME$47,629                   -143172.6        NaN     NaN      NaN
## INCOME$47,643                    -16723.3        NaN     NaN      NaN
## INCOME$47,689                   -100774.9        NaN     NaN      NaN
## INCOME$47,793                   -341959.6        NaN     NaN      NaN
## INCOME$47,797                     20454.6        NaN     NaN      NaN
## INCOME$47,841                    125761.7        NaN     NaN      NaN
## INCOME$47,847                   -278154.5        NaN     NaN      NaN
## INCOME$47,907                     57025.9        NaN     NaN      NaN
## INCOME$47,983                   -219576.9        NaN     NaN      NaN
## INCOME$47,991                   -328190.4        NaN     NaN      NaN
## INCOME$47,996                    115110.7        NaN     NaN      NaN
## INCOME$479                       310948.9        NaN     NaN      NaN
## INCOME$48,058                   -270510.5        NaN     NaN      NaN
## INCOME$48,215                     40131.0        NaN     NaN      NaN
## INCOME$48,284                    -80378.2        NaN     NaN      NaN
## INCOME$48,317                     -1649.9        NaN     NaN      NaN
## INCOME$48,319                   -198343.4        NaN     NaN      NaN
## INCOME$48,374                   -256225.5        NaN     NaN      NaN
## INCOME$48,386                    -33499.5        NaN     NaN      NaN
## INCOME$48,484                    -65569.2        NaN     NaN      NaN
## INCOME$48,490                   -186321.7        NaN     NaN      NaN
## INCOME$48,525                   -309851.8        NaN     NaN      NaN
## INCOME$48,587                   -102689.9        NaN     NaN      NaN
## INCOME$48,630                     34964.7        NaN     NaN      NaN
## INCOME$48,696                   -312750.2        NaN     NaN      NaN
## INCOME$48,780                   -310447.6        NaN     NaN      NaN
## INCOME$48,793                   -144266.8        NaN     NaN      NaN
## INCOME$48,819                   -205157.8        NaN     NaN      NaN
## INCOME$48,882                   -212130.2        NaN     NaN      NaN
## INCOME$48,983                   -401273.0        NaN     NaN      NaN
## INCOME$49,035                   -167121.7        NaN     NaN      NaN
## INCOME$49,121                   -121325.0        NaN     NaN      NaN
## INCOME$49,224                   -143146.6        NaN     NaN      NaN
## INCOME$49,251                   -193702.4        NaN     NaN      NaN
## INCOME$49,370                      4833.7        NaN     NaN      NaN
## INCOME$49,451                    -75859.0        NaN     NaN      NaN
## INCOME$49,485                    164571.9        NaN     NaN      NaN
## INCOME$49,576                   -201241.6        NaN     NaN      NaN
## INCOME$49,636                   -272961.8        NaN     NaN      NaN
## INCOME$49,680                   -298424.4        NaN     NaN      NaN
## INCOME$49,703                   -282247.2        NaN     NaN      NaN
## INCOME$49,729                   -299154.2        NaN     NaN      NaN
## INCOME$49,849                    -64168.3        NaN     NaN      NaN
## INCOME$49,917                   -214899.5        NaN     NaN      NaN
## INCOME$5                          36968.5        NaN     NaN      NaN
## INCOME$5,253                    -152396.3        NaN     NaN      NaN
## INCOME$5,292                     219464.6        NaN     NaN      NaN
## INCOME$5,409                    -131327.6        NaN     NaN      NaN
## INCOME$5,427                     299293.9        NaN     NaN      NaN
## INCOME$5,442                     321526.1        NaN     NaN      NaN
## INCOME$5,590                     214772.4        NaN     NaN      NaN
## INCOME$5,678                      43485.4        NaN     NaN      NaN
## INCOME$5,821                      32431.7        NaN     NaN      NaN
## INCOME$5,822                      26554.2        NaN     NaN      NaN
## INCOME$5,846                    -201017.1        NaN     NaN      NaN
## INCOME$5,939                     326180.6        NaN     NaN      NaN
## INCOME$50,009                    -60958.8        NaN     NaN      NaN
## INCOME$50,049                      2237.3        NaN     NaN      NaN
## INCOME$50,100                    125855.3        NaN     NaN      NaN
## INCOME$50,104                   -148703.6        NaN     NaN      NaN
## INCOME$50,139                   -221356.6        NaN     NaN      NaN
## INCOME$50,159                    -13099.2        NaN     NaN      NaN
## INCOME$50,252                   -231606.1        NaN     NaN      NaN
## INCOME$50,272                   -195983.5        NaN     NaN      NaN
## INCOME$50,295                   -267858.6        NaN     NaN      NaN
## INCOME$50,323                   -276876.4        NaN     NaN      NaN
## INCOME$50,331                    109696.5        NaN     NaN      NaN
## INCOME$50,401                   -150784.5        NaN     NaN      NaN
## INCOME$50,491                   -381496.4        NaN     NaN      NaN
## INCOME$50,522                    171841.1        NaN     NaN      NaN
## INCOME$50,537                   -202167.7        NaN     NaN      NaN
## INCOME$50,556                   -156635.4        NaN     NaN      NaN
## INCOME$50,584                   -396837.4        NaN     NaN      NaN
## INCOME$50,655                   -223530.1        NaN     NaN      NaN
## INCOME$50,762                   -315697.1        NaN     NaN      NaN
## INCOME$50,879                   -103617.4        NaN     NaN      NaN
## INCOME$50,899                     27522.1        NaN     NaN      NaN
## INCOME$50,952                   -155869.4        NaN     NaN      NaN
## INCOME$51,041                    -68899.5        NaN     NaN      NaN
## INCOME$51,060                   -512857.8        NaN     NaN      NaN
## INCOME$51,165                   -329549.8        NaN     NaN      NaN
## INCOME$51,172                   -223881.4        NaN     NaN      NaN
## INCOME$51,279                    -16218.8        NaN     NaN      NaN
## INCOME$51,303                   -289313.3        NaN     NaN      NaN
## INCOME$51,343                   -390500.4        NaN     NaN      NaN
## INCOME$51,371                   -227387.0        NaN     NaN      NaN
## INCOME$51,425                   -257252.9        NaN     NaN      NaN
## INCOME$51,524                    -29990.3        NaN     NaN      NaN
## INCOME$51,544                    -49924.1        NaN     NaN      NaN
## INCOME$51,554                      5101.1        NaN     NaN      NaN
## INCOME$51,608                   -107748.4        NaN     NaN      NaN
## INCOME$51,620                     44151.8        NaN     NaN      NaN
## INCOME$51,624                   -172493.3        NaN     NaN      NaN
## INCOME$51,677                     -3849.2        NaN     NaN      NaN
## INCOME$51,695                    161506.8        NaN     NaN      NaN
## INCOME$51,724                     -9807.9        NaN     NaN      NaN
## INCOME$51,773                    -68772.4        NaN     NaN      NaN
## INCOME$51,811                   -318431.1        NaN     NaN      NaN
## INCOME$51,870                     21016.5        NaN     NaN      NaN
## INCOME$51,920                   -269716.7        NaN     NaN      NaN
## INCOME$52,078                   -368433.7        NaN     NaN      NaN
## INCOME$52,108                      5895.2        NaN     NaN      NaN
## INCOME$52,206                   -254914.8        NaN     NaN      NaN
## INCOME$52,275                   -325588.5        NaN     NaN      NaN
## INCOME$52,409                   -191495.9        NaN     NaN      NaN
## INCOME$52,412                     63714.6        NaN     NaN      NaN
## INCOME$52,423                   -224717.6        NaN     NaN      NaN
## INCOME$52,466                    142436.0        NaN     NaN      NaN
## INCOME$52,469                    174284.9        NaN     NaN      NaN
## INCOME$52,471                   -150068.1        NaN     NaN      NaN
## INCOME$52,475                    -60722.9        NaN     NaN      NaN
## INCOME$52,485                    -37485.5        NaN     NaN      NaN
## INCOME$52,506                    -46301.1        NaN     NaN      NaN
## INCOME$52,586                   -157593.2        NaN     NaN      NaN
## INCOME$52,589                      9263.7        NaN     NaN      NaN
## INCOME$52,715                   -123280.0        NaN     NaN      NaN
## INCOME$52,792                   -108346.8        NaN     NaN      NaN
## INCOME$52,891                   -222008.3        NaN     NaN      NaN
## INCOME$52,894                   -445578.0        NaN     NaN      NaN
## INCOME$52,898                    265166.8        NaN     NaN      NaN
## INCOME$52,913                   -201655.0        NaN     NaN      NaN
## INCOME$52,942                     54350.1        NaN     NaN      NaN
## INCOME$52,956                   -313244.4        NaN     NaN      NaN
## INCOME$52,966                    139864.8        NaN     NaN      NaN
## INCOME$52,967                    -16322.9        NaN     NaN      NaN
## INCOME$53,008                   -242296.3        NaN     NaN      NaN
## INCOME$53,041                    -73184.0        NaN     NaN      NaN
## INCOME$53,122                   -153246.6        NaN     NaN      NaN
## INCOME$53,169                    267208.6        NaN     NaN      NaN
## INCOME$53,210                     -4981.8        NaN     NaN      NaN
## INCOME$53,293                    111987.0        NaN     NaN      NaN
## INCOME$53,329                    -97553.3        NaN     NaN      NaN
## INCOME$53,532                     73688.8        NaN     NaN      NaN
## INCOME$53,698                   -668976.4        NaN     NaN      NaN
## INCOME$53,895                    118131.4        NaN     NaN      NaN
## INCOME$53,899                    -13425.2        NaN     NaN      NaN
## INCOME$53,914                     51583.7        NaN     NaN      NaN
## INCOME$54,028                   -444807.9        NaN     NaN      NaN
## INCOME$54,208                   -302948.4        NaN     NaN      NaN
## INCOME$54,216                    145535.2        NaN     NaN      NaN
## INCOME$54,289                     77930.9        NaN     NaN      NaN
## INCOME$54,309                    114957.9        NaN     NaN      NaN
## INCOME$54,310                      3973.7        NaN     NaN      NaN
## INCOME$54,427                     70771.9        NaN     NaN      NaN
## INCOME$54,480                   -114351.1        NaN     NaN      NaN
## INCOME$54,488                   -195614.1        NaN     NaN      NaN
## INCOME$54,807                   -187325.1        NaN     NaN      NaN
## INCOME$54,841                   -382403.6        NaN     NaN      NaN
## INCOME$54,877                    132813.0        NaN     NaN      NaN
## INCOME$54,909                    -43849.7        NaN     NaN      NaN
## INCOME$54,922                     92013.2        NaN     NaN      NaN
## INCOME$54,945                   -249647.3        NaN     NaN      NaN
## INCOME$54,960                   -107629.5        NaN     NaN      NaN
## INCOME$54,983                   -296893.9        NaN     NaN      NaN
## INCOME$55,015                   -140930.1        NaN     NaN      NaN
## INCOME$55,076                    -15931.1        NaN     NaN      NaN
## INCOME$55,123                   -171481.9        NaN     NaN      NaN
## INCOME$55,138                     22108.6        NaN     NaN      NaN
## INCOME$55,183                    -49402.6        NaN     NaN      NaN
## INCOME$55,230                     51839.5        NaN     NaN      NaN
## INCOME$55,242                   -304182.5        NaN     NaN      NaN
## INCOME$55,260                   -410155.3        NaN     NaN      NaN
## INCOME$55,274                   -246841.5        NaN     NaN      NaN
## INCOME$55,328                    -57794.0        NaN     NaN      NaN
## INCOME$55,340                     25367.0        NaN     NaN      NaN
## INCOME$55,353                   -306611.8        NaN     NaN      NaN
## INCOME$55,380                   -252388.0        NaN     NaN      NaN
## INCOME$55,447                    -18686.3        NaN     NaN      NaN
## INCOME$55,492                    336998.5        NaN     NaN      NaN
## INCOME$55,578                    -60176.0        NaN     NaN      NaN
## INCOME$55,637                    123854.0        NaN     NaN      NaN
## INCOME$55,659                   -326342.3        NaN     NaN      NaN
## INCOME$55,693                   -368356.0        NaN     NaN      NaN
## INCOME$55,727                   -217610.6        NaN     NaN      NaN
## INCOME$55,742                   -266436.0        NaN     NaN      NaN
## INCOME$55,771                   -139767.3        NaN     NaN      NaN
## INCOME$56,006                   -128088.7        NaN     NaN      NaN
## INCOME$56,095                    -81506.2        NaN     NaN      NaN
## INCOME$56,111                   -346257.8        NaN     NaN      NaN
## INCOME$56,227                   -298321.5        NaN     NaN      NaN
## INCOME$56,237                   -250171.6        NaN     NaN      NaN
## INCOME$56,313                   -535793.6        NaN     NaN      NaN
## INCOME$56,347                      6953.4        NaN     NaN      NaN
## INCOME$56,447                   -218063.0        NaN     NaN      NaN
## INCOME$56,582                    164788.7        NaN     NaN      NaN
## INCOME$56,814                   -154252.3        NaN     NaN      NaN
## INCOME$56,819                   -217736.3        NaN     NaN      NaN
## INCOME$56,828                   -204763.2        NaN     NaN      NaN
## INCOME$56,858                   -409527.4        NaN     NaN      NaN
## INCOME$56,910                   -343146.1        NaN     NaN      NaN
## INCOME$57,063                    135767.3        NaN     NaN      NaN
## INCOME$57,095                   -162444.2        NaN     NaN      NaN
## INCOME$57,371                   -210094.1        NaN     NaN      NaN
## INCOME$57,379                     82016.6        NaN     NaN      NaN
## INCOME$57,410                   -337454.4        NaN     NaN      NaN
## INCOME$57,417                   -183046.9        NaN     NaN      NaN
## INCOME$57,446                   -217265.7        NaN     NaN      NaN
## INCOME$57,454                    120443.7        NaN     NaN      NaN
## INCOME$57,517                    -58657.4        NaN     NaN      NaN
## INCOME$57,583                    -78065.8        NaN     NaN      NaN
## INCOME$57,607                    117302.8        NaN     NaN      NaN
## INCOME$57,615                   -164082.1        NaN     NaN      NaN
## INCOME$57,627                    159034.3        NaN     NaN      NaN
## INCOME$57,712                   -280795.3        NaN     NaN      NaN
## INCOME$57,744                   -116611.1        NaN     NaN      NaN
## INCOME$57,836                   -119691.1        NaN     NaN      NaN
## INCOME$57,890                    200092.4        NaN     NaN      NaN
## INCOME$57,912                   -267760.8        NaN     NaN      NaN
## INCOME$58,000                    -35653.3        NaN     NaN      NaN
## INCOME$58,008                   -210457.4        NaN     NaN      NaN
## INCOME$58,049                   -363473.4        NaN     NaN      NaN
## INCOME$58,158                   -238434.5        NaN     NaN      NaN
## INCOME$58,228                     21902.7        NaN     NaN      NaN
## INCOME$58,247                   -255288.2        NaN     NaN      NaN
## INCOME$58,248                   -236496.1        NaN     NaN      NaN
## INCOME$58,251                   -263145.7        NaN     NaN      NaN
## INCOME$58,319                   -400920.5        NaN     NaN      NaN
## INCOME$58,391                    -65461.4        NaN     NaN      NaN
## INCOME$58,489                      8715.1        NaN     NaN      NaN
## INCOME$58,530                    -60412.8        NaN     NaN      NaN
## INCOME$58,691                   -364613.7        NaN     NaN      NaN
## INCOME$58,833                   -155939.8        NaN     NaN      NaN
## INCOME$58,914                   -140959.6        NaN     NaN      NaN
## INCOME$58,945                    -34514.1        NaN     NaN      NaN
## INCOME$58,973                    -64751.3        NaN     NaN      NaN
## INCOME$59,053                   -169788.4        NaN     NaN      NaN
## INCOME$59,115                     89759.5        NaN     NaN      NaN
## INCOME$59,146                   -323137.9        NaN     NaN      NaN
## INCOME$59,196                   -288942.1        NaN     NaN      NaN
## INCOME$59,197                   -130759.7        NaN     NaN      NaN
## INCOME$59,346                   -204863.1        NaN     NaN      NaN
## INCOME$59,563                   -418382.7        NaN     NaN      NaN
## INCOME$59,566                   -176543.1        NaN     NaN      NaN
## INCOME$59,690                   -435607.8        NaN     NaN      NaN
## INCOME$59,896                    -37560.9        NaN     NaN      NaN
## INCOME$59,905                    -50287.2        NaN     NaN      NaN
## INCOME$59,927                     18244.6        NaN     NaN      NaN
## INCOME$59,961                   -246504.3        NaN     NaN      NaN
## INCOME$59,972                   -128302.6        NaN     NaN      NaN
## INCOME$6,018                    -116397.7        NaN     NaN      NaN
## INCOME$6,038                    -363858.5        NaN     NaN      NaN
## INCOME$6,249                     243342.3        NaN     NaN      NaN
## INCOME$6,324                       3546.9        NaN     NaN      NaN
## INCOME$6,398                    -210602.7        NaN     NaN      NaN
## INCOME$6,607                     332749.3        NaN     NaN      NaN
## INCOME$6,622                     148918.1        NaN     NaN      NaN
## INCOME$6,657                      -6893.3        NaN     NaN      NaN
## INCOME$6,862                     396662.2        NaN     NaN      NaN
## INCOME$6,930                     203411.8        NaN     NaN      NaN
## INCOME$60,050                    -47221.1        NaN     NaN      NaN
## INCOME$60,115                   -246975.0        NaN     NaN      NaN
## INCOME$60,217                     42480.7        NaN     NaN      NaN
## INCOME$60,281                   -280341.9        NaN     NaN      NaN
## INCOME$60,314                   -238859.5        NaN     NaN      NaN
## INCOME$60,349                   -397979.3        NaN     NaN      NaN
## INCOME$60,432                   -427141.6        NaN     NaN      NaN
## INCOME$60,522                    243104.4        NaN     NaN      NaN
## INCOME$60,551                    111933.6        NaN     NaN      NaN
## INCOME$60,589                    -28222.9        NaN     NaN      NaN
## INCOME$60,847                   -258737.0        NaN     NaN      NaN
## INCOME$60,854                   -508357.2        NaN     NaN      NaN
## INCOME$60,965                   -400855.7        NaN     NaN      NaN
## INCOME$60,973                    -35735.0        NaN     NaN      NaN
## INCOME$61,036                   -258512.5        NaN     NaN      NaN
## INCOME$61,068                     78427.3        NaN     NaN      NaN
## INCOME$61,105                   -170601.9        NaN     NaN      NaN
## INCOME$61,138                   -351507.7        NaN     NaN      NaN
## INCOME$61,159                   -425683.4        NaN     NaN      NaN
## INCOME$61,206                   -200225.9        NaN     NaN      NaN
## INCOME$61,214                   -233116.6        NaN     NaN      NaN
## INCOME$61,220                   -335702.9        NaN     NaN      NaN
## INCOME$61,352                   -248775.4        NaN     NaN      NaN
## INCOME$61,365                   -250438.5        NaN     NaN      NaN
## INCOME$61,370                     87821.9        NaN     NaN      NaN
## INCOME$61,415                   -135741.8        NaN     NaN      NaN
## INCOME$61,486                    -69913.5        NaN     NaN      NaN
## INCOME$61,521                   -393612.4        NaN     NaN      NaN
## INCOME$61,618                   -245163.9        NaN     NaN      NaN
## INCOME$61,696                   -251199.3        NaN     NaN      NaN
## INCOME$61,705                   -323565.6        NaN     NaN      NaN
## INCOME$61,710                   -100584.9        NaN     NaN      NaN
## INCOME$61,790                    170155.5        NaN     NaN      NaN
## INCOME$61,941                   -180288.4        NaN     NaN      NaN
## INCOME$61,958                   -163824.4        NaN     NaN      NaN
## INCOME$61,995                    -12612.2        NaN     NaN      NaN
## INCOME$62,010                    197620.1        NaN     NaN      NaN
## INCOME$62,036                    -41688.8        NaN     NaN      NaN
## INCOME$62,049                   -404655.0        NaN     NaN      NaN
## INCOME$62,133                   -188106.6        NaN     NaN      NaN
## INCOME$62,177                    -33444.7        NaN     NaN      NaN
## INCOME$62,185                   -264074.7        NaN     NaN      NaN
## INCOME$62,203                    -99632.0        NaN     NaN      NaN
## INCOME$62,290                   -173369.3        NaN     NaN      NaN
## INCOME$62,378                   -406817.4        NaN     NaN      NaN
## INCOME$62,570                     96649.1        NaN     NaN      NaN
## INCOME$62,706                   -425052.4        NaN     NaN      NaN
## INCOME$62,849                   -157013.4        NaN     NaN      NaN
## INCOME$62,880                   -135100.7        NaN     NaN      NaN
## INCOME$62,924                   -287788.4        NaN     NaN      NaN
## INCOME$62,978                    261397.3        NaN     NaN      NaN
## INCOME$63,027                    -61368.2        NaN     NaN      NaN
## INCOME$63,269                   -318879.4        NaN     NaN      NaN
## INCOME$63,301                   -238159.4        NaN     NaN      NaN
## INCOME$63,364                    120101.0        NaN     NaN      NaN
## INCOME$63,482                   -355539.0        NaN     NaN      NaN
## INCOME$63,511                   -190739.2        NaN     NaN      NaN
## INCOME$63,535                    -46079.9        NaN     NaN      NaN
## INCOME$63,610                     58095.8        NaN     NaN      NaN
## INCOME$63,913                     63407.2        NaN     NaN      NaN
## INCOME$63,952                   -269831.4        NaN     NaN      NaN
## INCOME$63,989                   -260012.4        NaN     NaN      NaN
## INCOME$63,990                   -206755.7        NaN     NaN      NaN
## INCOME$636                      -107761.0        NaN     NaN      NaN
## INCOME$64,014                     77482.8        NaN     NaN      NaN
## INCOME$64,049                   -303580.0        NaN     NaN      NaN
## INCOME$64,155                   -369580.5        NaN     NaN      NaN
## INCOME$64,365                   -112576.6        NaN     NaN      NaN
## INCOME$64,379                    142877.8        NaN     NaN      NaN
## INCOME$64,412                     -9617.2        NaN     NaN      NaN
## INCOME$64,423                   -301465.7        NaN     NaN      NaN
## INCOME$64,488                    -73395.6        NaN     NaN      NaN
## INCOME$64,531                     21528.7        NaN     NaN      NaN
## INCOME$64,548                   -211812.7        NaN     NaN      NaN
## INCOME$64,563                    -39016.8        NaN     NaN      NaN
## INCOME$64,755                    -61499.4        NaN     NaN      NaN
## INCOME$64,766                   -212141.2        NaN     NaN      NaN
## INCOME$64,798                   -228366.2        NaN     NaN      NaN
## INCOME$64,916                   -251227.1        NaN     NaN      NaN
## INCOME$64,927                   -282194.6        NaN     NaN      NaN
## INCOME$64,947                    153142.5        NaN     NaN      NaN
## INCOME$64,957                   -265224.2        NaN     NaN      NaN
## INCOME$64,993                   -135320.0        NaN     NaN      NaN
## INCOME$65,075                    -49017.9        NaN     NaN      NaN
## INCOME$65,234                   -290344.1        NaN     NaN      NaN
## INCOME$65,240                   -264619.0        NaN     NaN      NaN
## INCOME$65,398                   -397862.0        NaN     NaN      NaN
## INCOME$65,442                   -260786.8        NaN     NaN      NaN
## INCOME$65,456                   -177943.8        NaN     NaN      NaN
## INCOME$65,483                   -275604.3        NaN     NaN      NaN
## INCOME$65,598                    -51898.1        NaN     NaN      NaN
## INCOME$65,651                   -136113.3        NaN     NaN      NaN
## INCOME$65,659                    -18606.8        NaN     NaN      NaN
## INCOME$65,678                    -25453.0        NaN     NaN      NaN
## INCOME$65,775                   -366706.4        NaN     NaN      NaN
## INCOME$65,779                   -231478.1        NaN     NaN      NaN
## INCOME$65,801                   -108941.6        NaN     NaN      NaN
## INCOME$65,802                   -319297.9        NaN     NaN      NaN
## INCOME$65,825                   -317691.9        NaN     NaN      NaN
## INCOME$65,885                   -153088.3        NaN     NaN      NaN
## INCOME$65,979                   -312862.6        NaN     NaN      NaN
## INCOME$66,101                   -206900.6        NaN     NaN      NaN
## INCOME$66,175                   -229810.7        NaN     NaN      NaN
## INCOME$66,200                   -425022.9        NaN     NaN      NaN
## INCOME$66,265                   -166260.8        NaN     NaN      NaN
## INCOME$66,335                    -40841.9        NaN     NaN      NaN
## INCOME$66,367                   -110582.1        NaN     NaN      NaN
## INCOME$66,522                     25139.8        NaN     NaN      NaN
## INCOME$66,524                    -61909.1        NaN     NaN      NaN
## INCOME$66,525                   -281355.8        NaN     NaN      NaN
## INCOME$66,604                    153559.8        NaN     NaN      NaN
## INCOME$66,613                   -231565.8        NaN     NaN      NaN
## INCOME$66,859                    -96282.0        NaN     NaN      NaN
## INCOME$66,942                   -338877.4        NaN     NaN      NaN
## INCOME$67,112                   -411898.5        NaN     NaN      NaN
## INCOME$67,168                    103391.6        NaN     NaN      NaN
## INCOME$67,399                   -287707.8        NaN     NaN      NaN
## INCOME$67,452                     16396.7        NaN     NaN      NaN
## INCOME$67,608                     38960.7        NaN     NaN      NaN
## INCOME$67,633                   -167993.7        NaN     NaN      NaN
## INCOME$67,700                    110511.6        NaN     NaN      NaN
## INCOME$67,745                   -521351.1        NaN     NaN      NaN
## INCOME$67,783                   -343316.3        NaN     NaN      NaN
## INCOME$67,793                    -41675.8        NaN     NaN      NaN
## INCOME$67,842                    179831.9        NaN     NaN      NaN
## INCOME$67,876                   -230380.6        NaN     NaN      NaN
## INCOME$67,891                   -208745.2        NaN     NaN      NaN
## INCOME$67,954                      2156.9        NaN     NaN      NaN
## INCOME$68,063                   -496222.2        NaN     NaN      NaN
## INCOME$68,090                   -314954.2        NaN     NaN      NaN
## INCOME$68,126                   -273581.6        NaN     NaN      NaN
## INCOME$68,171                    -65187.1        NaN     NaN      NaN
## INCOME$68,194                    -53331.4        NaN     NaN      NaN
## INCOME$68,360                   -329208.8        NaN     NaN      NaN
## INCOME$68,394                   -213900.2        NaN     NaN      NaN
## INCOME$68,485                   -172663.4        NaN     NaN      NaN
## INCOME$68,493                   -190480.1        NaN     NaN      NaN
## INCOME$68,517                    -97252.3        NaN     NaN      NaN
## INCOME$68,524                    129955.7        NaN     NaN      NaN
## INCOME$68,526                   -333027.2        NaN     NaN      NaN
## INCOME$68,602                    163336.2        NaN     NaN      NaN
## INCOME$68,818                   -406146.9        NaN     NaN      NaN
## INCOME$683                      -264966.3        NaN     NaN      NaN
## INCOME$69,071                   -270039.7        NaN     NaN      NaN
## INCOME$69,236                   -275799.7        NaN     NaN      NaN
## INCOME$69,290                     -9778.1        NaN     NaN      NaN
## INCOME$69,335                   -363243.6        NaN     NaN      NaN
## INCOME$69,357                      4767.2        NaN     NaN      NaN
## INCOME$69,394                   -118697.4        NaN     NaN      NaN
## INCOME$69,464                   -106779.1        NaN     NaN      NaN
## INCOME$69,592                    122881.2        NaN     NaN      NaN
## INCOME$69,638                   -248315.1        NaN     NaN      NaN
## INCOME$69,641                   -123683.7        NaN     NaN      NaN
## INCOME$69,714                   -114907.5        NaN     NaN      NaN
## INCOME$69,777                   -266292.4        NaN     NaN      NaN
## INCOME$69,879                   -408058.3        NaN     NaN      NaN
## INCOME$7,308                    -154544.9        NaN     NaN      NaN
## INCOME$7,443                     -33649.6        NaN     NaN      NaN
## INCOME$7,680                     -51224.6        NaN     NaN      NaN
## INCOME$7,832                     123416.3        NaN     NaN      NaN
## INCOME$70,112                   -254587.9        NaN     NaN      NaN
## INCOME$70,198                   -334942.9        NaN     NaN      NaN
## INCOME$70,274                     70848.9        NaN     NaN      NaN
## INCOME$70,400                   -120079.2        NaN     NaN      NaN
## INCOME$70,408                   -139438.5        NaN     NaN      NaN
## INCOME$70,452                     61808.6        NaN     NaN      NaN
## INCOME$70,460                   -334971.3        NaN     NaN      NaN
## INCOME$70,682                   -180804.1        NaN     NaN      NaN
## INCOME$70,745                   -398398.1        NaN     NaN      NaN
## INCOME$70,750                   -358776.7        NaN     NaN      NaN
## INCOME$70,840                    -34308.9        NaN     NaN      NaN
## INCOME$70,851                    -34486.6        NaN     NaN      NaN
## INCOME$70,862                   -202899.4        NaN     NaN      NaN
## INCOME$71,101                   -348270.3        NaN     NaN      NaN
## INCOME$71,179                   -111241.5        NaN     NaN      NaN
## INCOME$71,197                   -119215.9        NaN     NaN      NaN
## INCOME$71,207                     53495.9        NaN     NaN      NaN
## INCOME$71,235                   -100931.7        NaN     NaN      NaN
## INCOME$71,303                   -222790.6        NaN     NaN      NaN
## INCOME$71,304                    -13806.1        NaN     NaN      NaN
## INCOME$71,379                    142740.1        NaN     NaN      NaN
## INCOME$71,544                     -1572.6        NaN     NaN      NaN
## INCOME$71,667                    -49932.1        NaN     NaN      NaN
## INCOME$71,686                      6493.9        NaN     NaN      NaN
## INCOME$71,779                   -263866.2        NaN     NaN      NaN
## INCOME$71,827                   -184228.0        NaN     NaN      NaN
## INCOME$71,869                   -172679.4        NaN     NaN      NaN
## INCOME$71,905                   -304438.7        NaN     NaN      NaN
## INCOME$72,037                     42379.4        NaN     NaN      NaN
## INCOME$72,167                    196847.9        NaN     NaN      NaN
## INCOME$72,291                    -69100.7        NaN     NaN      NaN
## INCOME$72,306                   -225969.5        NaN     NaN      NaN
## INCOME$72,383                   -325860.2        NaN     NaN      NaN
## INCOME$72,551                    -63239.4        NaN     NaN      NaN
## INCOME$72,632                   -342799.2        NaN     NaN      NaN
## INCOME$72,665                   -423469.4        NaN     NaN      NaN
## INCOME$72,695                   -288731.6        NaN     NaN      NaN
## INCOME$72,702                   -236969.0        NaN     NaN      NaN
## INCOME$72,738                   -143993.8        NaN     NaN      NaN
## INCOME$72,840                   -300862.8        NaN     NaN      NaN
## INCOME$72,894                     49144.1        NaN     NaN      NaN
## INCOME$73,121                   -496707.2        NaN     NaN      NaN
## INCOME$73,241                     69978.0        NaN     NaN      NaN
## INCOME$73,277                   -305854.9        NaN     NaN      NaN
## INCOME$73,342                     45850.1        NaN     NaN      NaN
## INCOME$73,376                     42746.2        NaN     NaN      NaN
## INCOME$73,551                     17656.4        NaN     NaN      NaN
## INCOME$73,581                   -264611.1        NaN     NaN      NaN
## INCOME$73,655                    251212.1        NaN     NaN      NaN
## INCOME$73,694                   -366928.3        NaN     NaN      NaN
## INCOME$73,762                   -147493.9        NaN     NaN      NaN
## INCOME$73,842                    241971.9        NaN     NaN      NaN
## INCOME$73,941                   -510144.7        NaN     NaN      NaN
## INCOME$73,988                    -58919.9        NaN     NaN      NaN
## INCOME$74,202                    319046.9        NaN     NaN      NaN
## INCOME$74,246                   -266738.8        NaN     NaN      NaN
## INCOME$74,379                    254504.4        NaN     NaN      NaN
## INCOME$74,385                   -445518.1        NaN     NaN      NaN
## INCOME$74,402                   -219712.2        NaN     NaN      NaN
## INCOME$74,578                   -260669.5        NaN     NaN      NaN
## INCOME$74,706                    126949.4        NaN     NaN      NaN
## INCOME$74,719                    -11515.7        NaN     NaN      NaN
## INCOME$74,789                   -176463.2        NaN     NaN      NaN
## INCOME$75,013                   -245639.2        NaN     NaN      NaN
## INCOME$75,161                   -231307.1        NaN     NaN      NaN
## INCOME$75,165                   -103975.1        NaN     NaN      NaN
## INCOME$75,188                   -206293.7        NaN     NaN      NaN
## INCOME$75,209                    -63329.9        NaN     NaN      NaN
## INCOME$75,263                    -89329.5        NaN     NaN      NaN
## INCOME$75,556                   -260583.9        NaN     NaN      NaN
## INCOME$75,741                   -354915.5        NaN     NaN      NaN
## INCOME$75,772                   -225370.7        NaN     NaN      NaN
## INCOME$75,891                   -295118.7        NaN     NaN      NaN
## INCOME$76,091                   -227758.9        NaN     NaN      NaN
## INCOME$76,123                   -403784.0        NaN     NaN      NaN
## INCOME$76,821                   -274531.9        NaN     NaN      NaN
## INCOME$76,847                    207558.2        NaN     NaN      NaN
## INCOME$76,875                   -138991.8        NaN     NaN      NaN
## INCOME$76,901                   -291171.8        NaN     NaN      NaN
## INCOME$76,985                    -41270.9        NaN     NaN      NaN
## INCOME$77                       -202392.4        NaN     NaN      NaN
## INCOME$77,030                   -435157.8        NaN     NaN      NaN
## INCOME$77,100                    -45975.4        NaN     NaN      NaN
## INCOME$77,104                     62638.5        NaN     NaN      NaN
## INCOME$77,179                    291562.5        NaN     NaN      NaN
## INCOME$77,344                   -309106.5        NaN     NaN      NaN
## INCOME$77,351                   -241564.2        NaN     NaN      NaN
## INCOME$77,432                   -364801.1        NaN     NaN      NaN
## INCOME$77,437                   -290056.2        NaN     NaN      NaN
## INCOME$77,556                    108968.5        NaN     NaN      NaN
## INCOME$77,591                     94994.7        NaN     NaN      NaN
## INCOME$77,631                   -116004.6        NaN     NaN      NaN
## INCOME$77,658                   -400968.4        NaN     NaN      NaN
## INCOME$77,830                   -262776.2        NaN     NaN      NaN
## INCOME$77,889                   -180914.2        NaN     NaN      NaN
## INCOME$77,946                   -164313.2        NaN     NaN      NaN
## INCOME$77,950                   -288791.5        NaN     NaN      NaN
## INCOME$776                      -268840.3        NaN     NaN      NaN
## INCOME$78,083                    -81417.1        NaN     NaN      NaN
## INCOME$78,260                   -111185.3        NaN     NaN      NaN
## INCOME$78,291                    -63937.7        NaN     NaN      NaN
## INCOME$78,329                   -249981.8        NaN     NaN      NaN
## INCOME$78,341                    188845.3        NaN     NaN      NaN
## INCOME$78,397                   -564506.8        NaN     NaN      NaN
## INCOME$78,458                   -413790.6        NaN     NaN      NaN
## INCOME$78,850                   -350899.4        NaN     NaN      NaN
## INCOME$78,866                    104815.5        NaN     NaN      NaN
## INCOME$78,883                   -271510.4        NaN     NaN      NaN
## INCOME$78,936                   -514887.5        NaN     NaN      NaN
## INCOME$79,053                   -395167.8        NaN     NaN      NaN
## INCOME$79,380                   -391581.3        NaN     NaN      NaN
## INCOME$79,388                   -177955.7        NaN     NaN      NaN
## INCOME$79,457                   -464385.7        NaN     NaN      NaN
## INCOME$79,664                     33501.4        NaN     NaN      NaN
## INCOME$79,801                    159406.8        NaN     NaN      NaN
## INCOME$79,899                     68206.9        NaN     NaN      NaN
## INCOME$79,957                   -150357.4        NaN     NaN      NaN
## INCOME$8,027                      24327.6        NaN     NaN      NaN
## INCOME$8,213                    -133869.5        NaN     NaN      NaN
## INCOME$8,247                     -93214.5        NaN     NaN      NaN
## INCOME$8,250                    -420427.8        NaN     NaN      NaN
## INCOME$8,276                     216715.9        NaN     NaN      NaN
## INCOME$8,408                      69408.1        NaN     NaN      NaN
## INCOME$8,585                    -303987.3        NaN     NaN      NaN
## INCOME$8,659                     136814.1        NaN     NaN      NaN
## INCOME$8,746                    -149194.1        NaN     NaN      NaN
## INCOME$80,016                    -21093.7        NaN     NaN      NaN
## INCOME$80,108                    -38093.4        NaN     NaN      NaN
## INCOME$80,130                    -52423.8        NaN     NaN      NaN
## INCOME$80,183                     32274.2        NaN     NaN      NaN
## INCOME$80,227                   -319627.5        NaN     NaN      NaN
## INCOME$80,479                    -21215.2        NaN     NaN      NaN
## INCOME$80,824                   -295825.3        NaN     NaN      NaN
## INCOME$803                       -53101.4        NaN     NaN      NaN
## INCOME$81,024                   -252888.3        NaN     NaN      NaN
## INCOME$81,042                    -65172.6        NaN     NaN      NaN
## INCOME$81,084                     34890.3        NaN     NaN      NaN
## INCOME$81,254                   -369287.5        NaN     NaN      NaN
## INCOME$81,255                   -425593.4        NaN     NaN      NaN
## INCOME$81,294                   -256957.8        NaN     NaN      NaN
## INCOME$81,427                    -76129.3        NaN     NaN      NaN
## INCOME$81,438                    -61620.6        NaN     NaN      NaN
## INCOME$81,524                   -413073.0        NaN     NaN      NaN
## INCOME$81,767                   -284536.3        NaN     NaN      NaN
## INCOME$81,772                     22968.4        NaN     NaN      NaN
## INCOME$82,068                   -271396.0        NaN     NaN      NaN
## INCOME$82,171                   -396907.5        NaN     NaN      NaN
## INCOME$82,407                     25387.1        NaN     NaN      NaN
## INCOME$82,505                    -33188.3        NaN     NaN      NaN
## INCOME$82,527                    -71692.6        NaN     NaN      NaN
## INCOME$82,536                   -348323.7        NaN     NaN      NaN
## INCOME$82,565                     80289.9        NaN     NaN      NaN
## INCOME$82,598                    111237.3        NaN     NaN      NaN
## INCOME$82,608                     96417.9        NaN     NaN      NaN
## INCOME$82,633                    -25293.3        NaN     NaN      NaN
## INCOME$82,791                     62671.2        NaN     NaN      NaN
## INCOME$82,795                     69388.3        NaN     NaN      NaN
## INCOME$82,813                     91411.3        NaN     NaN      NaN
## INCOME$82,885                   -229098.4        NaN     NaN      NaN
## INCOME$82,971                   -605850.5        NaN     NaN      NaN
## INCOME$83,304                   -380808.7        NaN     NaN      NaN
## INCOME$83,316                    -47723.4        NaN     NaN      NaN
## INCOME$83,329                    -62556.5        NaN     NaN      NaN
## INCOME$83,419                   -117390.3        NaN     NaN      NaN
## INCOME$83,521                   -285304.9        NaN     NaN      NaN
## INCOME$83,790                   -343209.1        NaN     NaN      NaN
## INCOME$83,901                   -102778.9        NaN     NaN      NaN
## INCOME$84,042                      7369.4        NaN     NaN      NaN
## INCOME$84,255                   -190756.3        NaN     NaN      NaN
## INCOME$84,345                   -372632.0        NaN     NaN      NaN
## INCOME$84,376                   -412400.7        NaN     NaN      NaN
## INCOME$84,438                    -91188.1        NaN     NaN      NaN
## INCOME$84,794                    217924.8        NaN     NaN      NaN
## INCOME$85,183                   -185867.4        NaN     NaN      NaN
## INCOME$85,430                    155765.5        NaN     NaN      NaN
## INCOME$85,444                   -492096.6        NaN     NaN      NaN
## INCOME$85,545                    233521.6        NaN     NaN      NaN
## INCOME$85,596                   -285822.1        NaN     NaN      NaN
## INCOME$85,729                   -281024.4        NaN     NaN      NaN
## INCOME$85,731                    176250.6        NaN     NaN      NaN
## INCOME$86,268                   -385969.6        NaN     NaN      NaN
## INCOME$86,551                   -138095.1        NaN     NaN      NaN
## INCOME$86,574                   -327872.7        NaN     NaN      NaN
## INCOME$86,754                     72102.5        NaN     NaN      NaN
## INCOME$87,333                   -143053.4        NaN     NaN      NaN
## INCOME$87,416                   -193632.5        NaN     NaN      NaN
## INCOME$87,455                   -317471.9        NaN     NaN      NaN
## INCOME$87,719                    -37282.2        NaN     NaN      NaN
## INCOME$88,236                     18379.0        NaN     NaN      NaN
## INCOME$88,490                   -202618.7        NaN     NaN      NaN
## INCOME$88,632                   -139344.2        NaN     NaN      NaN
## INCOME$88,668                   -409851.8        NaN     NaN      NaN
## INCOME$88,858                   -424839.6        NaN     NaN      NaN
## INCOME$88,887                   -289918.0        NaN     NaN      NaN
## INCOME$88,981                   -222214.8        NaN     NaN      NaN
## INCOME$88,995                    -67670.1        NaN     NaN      NaN
## INCOME$89,065                   -226320.8        NaN     NaN      NaN
## INCOME$89,343                   -249534.6        NaN     NaN      NaN
## INCOME$9,123                    -398970.0        NaN     NaN      NaN
## INCOME$9,361                      82585.8        NaN     NaN      NaN
## INCOME$9,444                      34027.2        NaN     NaN      NaN
## INCOME$9,494                     133920.6        NaN     NaN      NaN
## INCOME$9,536                      77349.3        NaN     NaN      NaN
## INCOME$9,699                      95954.6        NaN     NaN      NaN
## INCOME$9,902                    -440137.6        NaN     NaN      NaN
## INCOME$9,968                    -109823.2        NaN     NaN      NaN
## INCOME$90,044                    -15586.4        NaN     NaN      NaN
## INCOME$90,153                   -335619.3        NaN     NaN      NaN
## INCOME$90,326                     47699.7        NaN     NaN      NaN
## INCOME$90,479                   -387372.2        NaN     NaN      NaN
## INCOME$90,610                   -314542.2        NaN     NaN      NaN
## INCOME$90,886                    108211.5        NaN     NaN      NaN
## INCOME$90,940                     60072.2        NaN     NaN      NaN
## INCOME$907                       150213.1        NaN     NaN      NaN
## INCOME$91,051                   -313788.8        NaN     NaN      NaN
## INCOME$91,221                   -197004.8        NaN     NaN      NaN
## INCOME$91,347                   -263336.4        NaN     NaN      NaN
## INCOME$91,450                   -234043.5        NaN     NaN      NaN
## INCOME$91,497                   -234989.7        NaN     NaN      NaN
## INCOME$91,589                   -214883.2        NaN     NaN      NaN
## INCOME$91,832                    -40969.4        NaN     NaN      NaN
## INCOME$92,117                   -131753.1        NaN     NaN      NaN
## INCOME$92,185                   -186703.3        NaN     NaN      NaN
## INCOME$92,234                    -55866.7        NaN     NaN      NaN
## INCOME$92,251                   -107968.8        NaN     NaN      NaN
## INCOME$92,264                    165034.1        NaN     NaN      NaN
## INCOME$92,951                   -212793.5        NaN     NaN      NaN
## INCOME$93,258                   -137051.8        NaN     NaN      NaN
## INCOME$93,709                    -86227.3        NaN     NaN      NaN
## INCOME$93,766                    204378.4        NaN     NaN      NaN
## INCOME$94,325                   -388322.2        NaN     NaN      NaN
## INCOME$94,566                   -237405.3        NaN     NaN      NaN
## INCOME$94,589                   -308204.2        NaN     NaN      NaN
## INCOME$95,102                    -90681.9        NaN     NaN      NaN
## INCOME$95,166                   -162427.4        NaN     NaN      NaN
## INCOME$95,502                    111535.4        NaN     NaN      NaN
## INCOME$95,811                   -309814.4        NaN     NaN      NaN
## INCOME$95,903                   -105573.3        NaN     NaN      NaN
## INCOME$95,942                     15050.0        NaN     NaN      NaN
## INCOME$96,166                   -206439.1        NaN     NaN      NaN
## INCOME$96,291                    145693.1        NaN     NaN      NaN
## INCOME$96,399                   -271607.0        NaN     NaN      NaN
## INCOME$96,537                   -371165.7        NaN     NaN      NaN
## INCOME$96,613                   -392748.8        NaN     NaN      NaN
## INCOME$96,659                   -254273.6        NaN     NaN      NaN
## INCOME$96,729                   -187783.3        NaN     NaN      NaN
## INCOME$96,813                    -99681.1        NaN     NaN      NaN
## INCOME$97,059                   -357855.2        NaN     NaN      NaN
## INCOME$97,114                     66242.7        NaN     NaN      NaN
## INCOME$97,259                   -431814.5        NaN     NaN      NaN
## INCOME$97,670                   -305851.5        NaN     NaN      NaN
## INCOME$98,273                   -238732.6        NaN     NaN      NaN
## INCOME$98,347                   -318867.5        NaN     NaN      NaN
## INCOME$98,421                   -140158.8        NaN     NaN      NaN
## INCOME$98,515                   -410032.0        NaN     NaN      NaN
## INCOME$98,572                    -40287.1        NaN     NaN      NaN
## INCOME$98,918                    124920.6        NaN     NaN      NaN
## INCOME$989                       -21700.5        NaN     NaN      NaN
## INCOME$99,325                   -220531.7        NaN     NaN      NaN
## INCOME$99,455                   -350321.0        NaN     NaN      NaN
## INCOME$99,488                    -97373.8        NaN     NaN      NaN
## INCOME$99,959                   -248569.3        NaN     NaN      NaN
## INCOME$99,963                    -15955.3        NaN     NaN      NaN
## PARENT1Yes                         8506.1        NaN     NaN      NaN
## HOME_VAL$0                      -287663.0        NaN     NaN      NaN
## HOME_VAL$100,093                       NA         NA      NA       NA
## HOME_VAL$100,226                -298646.7        NaN     NaN      NaN
## HOME_VAL$100,519                       NA         NA      NA       NA
## HOME_VAL$101,334                       NA         NA      NA       NA
## HOME_VAL$101,395                -148991.4        NaN     NaN      NaN
## HOME_VAL$102,900                       NA         NA      NA       NA
## HOME_VAL$103,525                -300569.8        NaN     NaN      NaN
## HOME_VAL$103,580                       NA         NA      NA       NA
## HOME_VAL$103,647                       NA         NA      NA       NA
## HOME_VAL$104,742                       NA         NA      NA       NA
## HOME_VAL$104,797                       NA         NA      NA       NA
## HOME_VAL$105,132                       NA         NA      NA       NA
## HOME_VAL$105,982                       NA         NA      NA       NA
## HOME_VAL$106,321                       NA         NA      NA       NA
## HOME_VAL$106,859                 -37815.5        NaN     NaN      NaN
## HOME_VAL$106,892                       NA         NA      NA       NA
## HOME_VAL$106,948                       NA         NA      NA       NA
## HOME_VAL$107,069                       NA         NA      NA       NA
## HOME_VAL$107,132                       NA         NA      NA       NA
## HOME_VAL$107,174                       NA         NA      NA       NA
## HOME_VAL$107,534                       NA         NA      NA       NA
## HOME_VAL$107,743                       NA         NA      NA       NA
## HOME_VAL$107,774                       NA         NA      NA       NA
## HOME_VAL$108,046                       NA         NA      NA       NA
## HOME_VAL$108,137                -224067.1        NaN     NaN      NaN
## HOME_VAL$108,139                       NA         NA      NA       NA
## HOME_VAL$108,148                -112934.8        NaN     NaN      NaN
## HOME_VAL$108,249                       NA         NA      NA       NA
## HOME_VAL$108,287                -124696.6        NaN     NaN      NaN
## HOME_VAL$108,745                       NA         NA      NA       NA
## HOME_VAL$108,984                       NA         NA      NA       NA
## HOME_VAL$109,056                       NA         NA      NA       NA
## HOME_VAL$109,134                       NA         NA      NA       NA
## HOME_VAL$109,155                -211975.4        NaN     NaN      NaN
## HOME_VAL$109,536                       NA         NA      NA       NA
## HOME_VAL$109,751                       NA         NA      NA       NA
## HOME_VAL$110,165                       NA         NA      NA       NA
## HOME_VAL$110,313                       NA         NA      NA       NA
## HOME_VAL$110,883                -216270.5        NaN     NaN      NaN
## HOME_VAL$111,129                -423613.7        NaN     NaN      NaN
## HOME_VAL$111,439                -117596.6        NaN     NaN      NaN
## HOME_VAL$111,556                -263137.1        NaN     NaN      NaN
## HOME_VAL$112,094                       NA         NA      NA       NA
## HOME_VAL$112,850                       NA         NA      NA       NA
## HOME_VAL$113,050                       NA         NA      NA       NA
## HOME_VAL$113,386                       NA         NA      NA       NA
## HOME_VAL$114,402                       NA         NA      NA       NA
## HOME_VAL$114,515                -390340.1        NaN     NaN      NaN
## HOME_VAL$114,615                       NA         NA      NA       NA
## HOME_VAL$114,676                       NA         NA      NA       NA
## HOME_VAL$114,965                       NA         NA      NA       NA
## HOME_VAL$115,168                       NA         NA      NA       NA
## HOME_VAL$115,329                -187701.7        NaN     NaN      NaN
## HOME_VAL$116,421                       NA         NA      NA       NA
## HOME_VAL$116,463                       NA         NA      NA       NA
## HOME_VAL$116,700                       NA         NA      NA       NA
## HOME_VAL$116,797                -393810.9        NaN     NaN      NaN
## HOME_VAL$117,229                       NA         NA      NA       NA
## HOME_VAL$117,269                       NA         NA      NA       NA
## HOME_VAL$117,386                       NA         NA      NA       NA
## HOME_VAL$117,398                       NA         NA      NA       NA
## HOME_VAL$117,400                -100134.0        NaN     NaN      NaN
## HOME_VAL$117,778                       NA         NA      NA       NA
## HOME_VAL$118,160                       NA         NA      NA       NA
## HOME_VAL$118,468                       NA         NA      NA       NA
## HOME_VAL$118,678                -282272.2        NaN     NaN      NaN
## HOME_VAL$118,852                       NA         NA      NA       NA
## HOME_VAL$119,210                       NA         NA      NA       NA
## HOME_VAL$119,409                       NA         NA      NA       NA
## HOME_VAL$119,473                -363839.8        NaN     NaN      NaN
## HOME_VAL$119,621                       NA         NA      NA       NA
## HOME_VAL$119,691                       NA         NA      NA       NA
## HOME_VAL$120,044                       NA         NA      NA       NA
## HOME_VAL$120,571                -271144.7        NaN     NaN      NaN
## HOME_VAL$120,711                       NA         NA      NA       NA
## HOME_VAL$121,092                       NA         NA      NA       NA
## HOME_VAL$121,325                       NA         NA      NA       NA
## HOME_VAL$121,354                       NA         NA      NA       NA
## HOME_VAL$121,454                 -70823.1        NaN     NaN      NaN
## HOME_VAL$121,900                       NA         NA      NA       NA
## HOME_VAL$122,287                -304799.0        NaN     NaN      NaN
## HOME_VAL$122,298                       NA         NA      NA       NA
## HOME_VAL$122,416                       NA         NA      NA       NA
## HOME_VAL$122,520                -247095.8        NaN     NaN      NaN
## HOME_VAL$122,736                       NA         NA      NA       NA
## HOME_VAL$123,024                       NA         NA      NA       NA
## HOME_VAL$123,025                       NA         NA      NA       NA
## HOME_VAL$123,109                       NA         NA      NA       NA
## HOME_VAL$123,721                  88923.3        NaN     NaN      NaN
## HOME_VAL$124,012                       NA         NA      NA       NA
## HOME_VAL$124,207                       NA         NA      NA       NA
## HOME_VAL$124,838                       NA         NA      NA       NA
## HOME_VAL$124,856                       NA         NA      NA       NA
## HOME_VAL$125,317                 -96865.4        NaN     NaN      NaN
## HOME_VAL$125,809                       NA         NA      NA       NA
## HOME_VAL$125,832                       NA         NA      NA       NA
## HOME_VAL$126,125                       NA         NA      NA       NA
## HOME_VAL$126,267                       NA         NA      NA       NA
## HOME_VAL$126,549                       NA         NA      NA       NA
## HOME_VAL$126,662                       NA         NA      NA       NA
## HOME_VAL$127,238                       NA         NA      NA       NA
## HOME_VAL$127,447                       NA         NA      NA       NA
## HOME_VAL$127,565                       NA         NA      NA       NA
## HOME_VAL$127,941                       NA         NA      NA       NA
## HOME_VAL$128,048                       NA         NA      NA       NA
## HOME_VAL$128,194                       NA         NA      NA       NA
## HOME_VAL$128,367                       NA         NA      NA       NA
## HOME_VAL$128,478                       NA         NA      NA       NA
## HOME_VAL$128,779                       NA         NA      NA       NA
## HOME_VAL$128,970                       NA         NA      NA       NA
## HOME_VAL$128,982                       NA         NA      NA       NA
## HOME_VAL$129,120                       NA         NA      NA       NA
## HOME_VAL$129,145                -358617.1        NaN     NaN      NaN
## HOME_VAL$129,612                       NA         NA      NA       NA
## HOME_VAL$129,852                       NA         NA      NA       NA
## HOME_VAL$129,979                       NA         NA      NA       NA
## HOME_VAL$130,089                       NA         NA      NA       NA
## HOME_VAL$130,924                       NA         NA      NA       NA
## HOME_VAL$131,093                -213718.3        NaN     NaN      NaN
## HOME_VAL$132,038                -210920.9        NaN     NaN      NaN
## HOME_VAL$132,248                       NA         NA      NA       NA
## HOME_VAL$132,519                       NA         NA      NA       NA
## HOME_VAL$132,567                       NA         NA      NA       NA
## HOME_VAL$133,159                       NA         NA      NA       NA
## HOME_VAL$133,175                       NA         NA      NA       NA
## HOME_VAL$133,725                       NA         NA      NA       NA
## HOME_VAL$133,854                       NA         NA      NA       NA
## HOME_VAL$133,939                       NA         NA      NA       NA
## HOME_VAL$134,164                       NA         NA      NA       NA
## HOME_VAL$134,169                       NA         NA      NA       NA
## HOME_VAL$134,375                       NA         NA      NA       NA
## HOME_VAL$134,576                       NA         NA      NA       NA
## HOME_VAL$134,741                       NA         NA      NA       NA
## HOME_VAL$134,865                       NA         NA      NA       NA
## HOME_VAL$135,560                       NA         NA      NA       NA
## HOME_VAL$135,831                       NA         NA      NA       NA
## HOME_VAL$136,008                       NA         NA      NA       NA
## HOME_VAL$136,098                       NA         NA      NA       NA
## HOME_VAL$136,423                       NA         NA      NA       NA
## HOME_VAL$136,672                       NA         NA      NA       NA
## HOME_VAL$137,071                       NA         NA      NA       NA
## HOME_VAL$137,180                       NA         NA      NA       NA
## HOME_VAL$137,268                       NA         NA      NA       NA
## HOME_VAL$137,355                       NA         NA      NA       NA
## HOME_VAL$137,473                       NA         NA      NA       NA
## HOME_VAL$137,554                       NA         NA      NA       NA
## HOME_VAL$137,865                       NA         NA      NA       NA
## HOME_VAL$137,891                       NA         NA      NA       NA
## HOME_VAL$138,053                 -52862.9        NaN     NaN      NaN
## HOME_VAL$138,247                       NA         NA      NA       NA
## HOME_VAL$138,283                       NA         NA      NA       NA
## HOME_VAL$138,760                       NA         NA      NA       NA
## HOME_VAL$138,816                       NA         NA      NA       NA
## HOME_VAL$139,340                       NA         NA      NA       NA
## HOME_VAL$139,416                       NA         NA      NA       NA
## HOME_VAL$139,521                       NA         NA      NA       NA
## HOME_VAL$139,551                       NA         NA      NA       NA
## HOME_VAL$139,612                       NA         NA      NA       NA
## HOME_VAL$139,729                 -39368.2        NaN     NaN      NaN
## HOME_VAL$140,075                       NA         NA      NA       NA
## HOME_VAL$140,131                       NA         NA      NA       NA
## HOME_VAL$140,294                       NA         NA      NA       NA
## HOME_VAL$140,323                       NA         NA      NA       NA
## HOME_VAL$140,455                       NA         NA      NA       NA
## HOME_VAL$140,640                       NA         NA      NA       NA
## HOME_VAL$140,924                       NA         NA      NA       NA
## HOME_VAL$140,957                       NA         NA      NA       NA
## HOME_VAL$141,133                       NA         NA      NA       NA
## HOME_VAL$141,859                       NA         NA      NA       NA
## HOME_VAL$142,139                       NA         NA      NA       NA
## HOME_VAL$142,293                       NA         NA      NA       NA
## HOME_VAL$142,430                       NA         NA      NA       NA
## HOME_VAL$142,714                       NA         NA      NA       NA
## HOME_VAL$142,894                -130925.2        NaN     NaN      NaN
## HOME_VAL$142,997                       NA         NA      NA       NA
## HOME_VAL$143,167                  15161.6        NaN     NaN      NaN
## HOME_VAL$143,293                       NA         NA      NA       NA
## HOME_VAL$143,454                       NA         NA      NA       NA
## HOME_VAL$143,569                       NA         NA      NA       NA
## HOME_VAL$143,574                       NA         NA      NA       NA
## HOME_VAL$144,222                       NA         NA      NA       NA
## HOME_VAL$144,443                       NA         NA      NA       NA
## HOME_VAL$144,593                       NA         NA      NA       NA
## HOME_VAL$145,021                       NA         NA      NA       NA
## HOME_VAL$145,148                       NA         NA      NA       NA
## HOME_VAL$145,411                       NA         NA      NA       NA
## HOME_VAL$145,487                       NA         NA      NA       NA
## HOME_VAL$145,692                -343689.9        NaN     NaN      NaN
## HOME_VAL$145,824                       NA         NA      NA       NA
## HOME_VAL$146,062                       NA         NA      NA       NA
## HOME_VAL$146,134                       NA         NA      NA       NA
## HOME_VAL$146,212                       NA         NA      NA       NA
## HOME_VAL$146,899                       NA         NA      NA       NA
## HOME_VAL$147,172                       NA         NA      NA       NA
## HOME_VAL$147,510                       NA         NA      NA       NA
## HOME_VAL$147,588                       NA         NA      NA       NA
## HOME_VAL$147,621                       NA         NA      NA       NA
## HOME_VAL$148,046                       NA         NA      NA       NA
## HOME_VAL$148,097                       NA         NA      NA       NA
## HOME_VAL$148,330                       NA         NA      NA       NA
## HOME_VAL$148,339                       NA         NA      NA       NA
## HOME_VAL$148,568                       NA         NA      NA       NA
## HOME_VAL$148,600                       NA         NA      NA       NA
## HOME_VAL$148,676                       NA         NA      NA       NA
## HOME_VAL$148,689                       NA         NA      NA       NA
## HOME_VAL$149,083                       NA         NA      NA       NA
## HOME_VAL$149,103                       NA         NA      NA       NA
## HOME_VAL$149,177                       NA         NA      NA       NA
## HOME_VAL$149,500                       NA         NA      NA       NA
## HOME_VAL$149,582                -176820.6        NaN     NaN      NaN
## HOME_VAL$149,672                       NA         NA      NA       NA
## HOME_VAL$149,910                       NA         NA      NA       NA
## HOME_VAL$150,050                       NA         NA      NA       NA
## HOME_VAL$150,058                       NA         NA      NA       NA
## HOME_VAL$150,059                       NA         NA      NA       NA
## HOME_VAL$150,388                       NA         NA      NA       NA
## HOME_VAL$150,500                       NA         NA      NA       NA
## HOME_VAL$150,503                       NA         NA      NA       NA
## HOME_VAL$150,723                       NA         NA      NA       NA
## HOME_VAL$151,286                       NA         NA      NA       NA
## HOME_VAL$151,602                       NA         NA      NA       NA
## HOME_VAL$151,790                       NA         NA      NA       NA
## HOME_VAL$151,830                       NA         NA      NA       NA
## HOME_VAL$151,957                       NA         NA      NA       NA
## HOME_VAL$152,064                       NA         NA      NA       NA
## HOME_VAL$152,143                       NA         NA      NA       NA
## HOME_VAL$152,293                       NA         NA      NA       NA
## HOME_VAL$152,463                       NA         NA      NA       NA
## HOME_VAL$152,804                       NA         NA      NA       NA
## HOME_VAL$152,954                       NA         NA      NA       NA
## HOME_VAL$153,087                       NA         NA      NA       NA
## HOME_VAL$153,181                       NA         NA      NA       NA
## HOME_VAL$153,381                       NA         NA      NA       NA
## HOME_VAL$154,297                       NA         NA      NA       NA
## HOME_VAL$154,311                       NA         NA      NA       NA
## HOME_VAL$155,005                       NA         NA      NA       NA
## HOME_VAL$155,178                -321220.9        NaN     NaN      NaN
## HOME_VAL$155,963                       NA         NA      NA       NA
## HOME_VAL$156,023                       NA         NA      NA       NA
## HOME_VAL$156,085                       NA         NA      NA       NA
## HOME_VAL$156,233                       NA         NA      NA       NA
## HOME_VAL$156,267                       NA         NA      NA       NA
## HOME_VAL$156,362                       NA         NA      NA       NA
## HOME_VAL$156,621                       NA         NA      NA       NA
## HOME_VAL$156,778                -279476.7        NaN     NaN      NaN
## HOME_VAL$156,793                       NA         NA      NA       NA
## HOME_VAL$157,022                -388560.2        NaN     NaN      NaN
## HOME_VAL$157,285                       NA         NA      NA       NA
## HOME_VAL$157,793                       NA         NA      NA       NA
## HOME_VAL$157,928                       NA         NA      NA       NA
## HOME_VAL$158,142                       NA         NA      NA       NA
## HOME_VAL$158,234                       NA         NA      NA       NA
## HOME_VAL$158,708                       NA         NA      NA       NA
## HOME_VAL$158,720                       NA         NA      NA       NA
## HOME_VAL$158,926                       NA         NA      NA       NA
## HOME_VAL$158,951                       NA         NA      NA       NA
## HOME_VAL$158,995                       NA         NA      NA       NA
## HOME_VAL$159,003                       NA         NA      NA       NA
## HOME_VAL$159,061                -285082.6        NaN     NaN      NaN
## HOME_VAL$159,141                       NA         NA      NA       NA
## HOME_VAL$159,195                       NA         NA      NA       NA
## HOME_VAL$159,200                -200320.4        NaN     NaN      NaN
## HOME_VAL$159,239                       NA         NA      NA       NA
## HOME_VAL$159,276                       NA         NA      NA       NA
## HOME_VAL$159,351                       NA         NA      NA       NA
## HOME_VAL$159,621                       NA         NA      NA       NA
## HOME_VAL$159,776                       NA         NA      NA       NA
## HOME_VAL$159,866                       NA         NA      NA       NA
## HOME_VAL$159,912                       NA         NA      NA       NA
## HOME_VAL$160,042                       NA         NA      NA       NA
## HOME_VAL$160,202                       NA         NA      NA       NA
## HOME_VAL$160,464                 120247.3        NaN     NaN      NaN
## HOME_VAL$160,597                       NA         NA      NA       NA
## HOME_VAL$160,699                       NA         NA      NA       NA
## HOME_VAL$160,731                       NA         NA      NA       NA
## HOME_VAL$160,874                       NA         NA      NA       NA
## HOME_VAL$160,959                       NA         NA      NA       NA
## HOME_VAL$161,357                       NA         NA      NA       NA
## HOME_VAL$161,549                       NA         NA      NA       NA
## HOME_VAL$161,744                       NA         NA      NA       NA
## HOME_VAL$161,774                       NA         NA      NA       NA
## HOME_VAL$161,808                       NA         NA      NA       NA
## HOME_VAL$162,415                       NA         NA      NA       NA
## HOME_VAL$162,586                       NA         NA      NA       NA
## HOME_VAL$162,891                       NA         NA      NA       NA
## HOME_VAL$162,914                       NA         NA      NA       NA
## HOME_VAL$163,194                       NA         NA      NA       NA
## HOME_VAL$163,397                       NA         NA      NA       NA
## HOME_VAL$163,420                       NA         NA      NA       NA
## HOME_VAL$163,602                       NA         NA      NA       NA
## HOME_VAL$163,729                       NA         NA      NA       NA
## HOME_VAL$163,866                       NA         NA      NA       NA
## HOME_VAL$164,037                       NA         NA      NA       NA
## HOME_VAL$164,362                       NA         NA      NA       NA
## HOME_VAL$164,455                       NA         NA      NA       NA
## HOME_VAL$164,510                       NA         NA      NA       NA
## HOME_VAL$164,542                       NA         NA      NA       NA
## HOME_VAL$164,590                       NA         NA      NA       NA
## HOME_VAL$164,614                       NA         NA      NA       NA
## HOME_VAL$164,657                       NA         NA      NA       NA
## HOME_VAL$164,701                       NA         NA      NA       NA
## HOME_VAL$165,090                       NA         NA      NA       NA
## HOME_VAL$165,464                       NA         NA      NA       NA
## HOME_VAL$165,806                       NA         NA      NA       NA
## HOME_VAL$165,820                       NA         NA      NA       NA
## HOME_VAL$166,364                       NA         NA      NA       NA
## HOME_VAL$166,402                       NA         NA      NA       NA
## HOME_VAL$166,535                       NA         NA      NA       NA
## HOME_VAL$166,588                       NA         NA      NA       NA
## HOME_VAL$166,846                       NA         NA      NA       NA
## HOME_VAL$167,105                       NA         NA      NA       NA
## HOME_VAL$167,121                       NA         NA      NA       NA
## HOME_VAL$167,334                       NA         NA      NA       NA
## HOME_VAL$167,541                       NA         NA      NA       NA
## HOME_VAL$167,795                       NA         NA      NA       NA
## HOME_VAL$167,976                       NA         NA      NA       NA
## HOME_VAL$167,990                       NA         NA      NA       NA
## HOME_VAL$168,222                       NA         NA      NA       NA
## HOME_VAL$168,624                       NA         NA      NA       NA
## HOME_VAL$168,683                       NA         NA      NA       NA
## HOME_VAL$168,921                       NA         NA      NA       NA
## HOME_VAL$169,057                       NA         NA      NA       NA
## HOME_VAL$169,104                       NA         NA      NA       NA
## HOME_VAL$169,326                       NA         NA      NA       NA
## HOME_VAL$169,721                       NA         NA      NA       NA
## HOME_VAL$169,843                       NA         NA      NA       NA
## HOME_VAL$169,854                       NA         NA      NA       NA
## HOME_VAL$170,076                       NA         NA      NA       NA
## HOME_VAL$170,166                       NA         NA      NA       NA
## HOME_VAL$170,435                       NA         NA      NA       NA
## HOME_VAL$170,564                       NA         NA      NA       NA
## HOME_VAL$170,598                       NA         NA      NA       NA
## HOME_VAL$170,714                       NA         NA      NA       NA
## HOME_VAL$171,068                       NA         NA      NA       NA
## HOME_VAL$171,275                       NA         NA      NA       NA
## HOME_VAL$171,659                       NA         NA      NA       NA
## HOME_VAL$171,676                  46316.9        NaN     NaN      NaN
## HOME_VAL$171,716                       NA         NA      NA       NA
## HOME_VAL$171,805                       NA         NA      NA       NA
## HOME_VAL$171,810                       NA         NA      NA       NA
## HOME_VAL$172,043                       NA         NA      NA       NA
## HOME_VAL$172,395                       NA         NA      NA       NA
## HOME_VAL$172,432                       NA         NA      NA       NA
## HOME_VAL$172,461                       NA         NA      NA       NA
## HOME_VAL$172,982                       NA         NA      NA       NA
## HOME_VAL$173,090                       NA         NA      NA       NA
## HOME_VAL$173,103                       NA         NA      NA       NA
## HOME_VAL$173,130                       NA         NA      NA       NA
## HOME_VAL$173,187                       NA         NA      NA       NA
## HOME_VAL$173,444                       NA         NA      NA       NA
## HOME_VAL$173,495                       NA         NA      NA       NA
## HOME_VAL$173,613                       NA         NA      NA       NA
## HOME_VAL$173,701                       NA         NA      NA       NA
## HOME_VAL$173,759                       NA         NA      NA       NA
## HOME_VAL$173,790                       NA         NA      NA       NA
## HOME_VAL$174,139                       NA         NA      NA       NA
## HOME_VAL$174,149                       NA         NA      NA       NA
## HOME_VAL$174,247                       NA         NA      NA       NA
## HOME_VAL$174,530                       NA         NA      NA       NA
## HOME_VAL$174,690                       NA         NA      NA       NA
## HOME_VAL$174,929                       NA         NA      NA       NA
## HOME_VAL$175,057                       NA         NA      NA       NA
## HOME_VAL$175,107                -159874.3        NaN     NaN      NaN
## HOME_VAL$175,125                       NA         NA      NA       NA
## HOME_VAL$175,270                       NA         NA      NA       NA
## HOME_VAL$175,359                       NA         NA      NA       NA
## HOME_VAL$175,534                       NA         NA      NA       NA
## HOME_VAL$175,587                       NA         NA      NA       NA
## HOME_VAL$175,607                       NA         NA      NA       NA
## HOME_VAL$175,653                       NA         NA      NA       NA
## HOME_VAL$175,890                       NA         NA      NA       NA
## HOME_VAL$175,923                       NA         NA      NA       NA
## HOME_VAL$176,292                       NA         NA      NA       NA
## HOME_VAL$176,823                       NA         NA      NA       NA
## HOME_VAL$177,273                       NA         NA      NA       NA
## HOME_VAL$177,678                       NA         NA      NA       NA
## HOME_VAL$177,812                       NA         NA      NA       NA
## HOME_VAL$178,105                       NA         NA      NA       NA
## HOME_VAL$178,362                       NA         NA      NA       NA
## HOME_VAL$178,445                       NA         NA      NA       NA
## HOME_VAL$178,514                       NA         NA      NA       NA
## HOME_VAL$178,708                       NA         NA      NA       NA
## HOME_VAL$178,724                       NA         NA      NA       NA
## HOME_VAL$178,852                       NA         NA      NA       NA
## HOME_VAL$179,255                       NA         NA      NA       NA
## HOME_VAL$179,494                       NA         NA      NA       NA
## HOME_VAL$179,607                       NA         NA      NA       NA
## HOME_VAL$179,794                       NA         NA      NA       NA
## HOME_VAL$179,926                       NA         NA      NA       NA
## HOME_VAL$180,045                       NA         NA      NA       NA
## HOME_VAL$180,173                       NA         NA      NA       NA
## HOME_VAL$180,231                       NA         NA      NA       NA
## HOME_VAL$180,381                       NA         NA      NA       NA
## HOME_VAL$180,461                       NA         NA      NA       NA
## HOME_VAL$180,887                       NA         NA      NA       NA
## HOME_VAL$181,310                       NA         NA      NA       NA
## HOME_VAL$181,427                       NA         NA      NA       NA
## HOME_VAL$181,874                       NA         NA      NA       NA
## HOME_VAL$182,126                       NA         NA      NA       NA
## HOME_VAL$182,242                       NA         NA      NA       NA
## HOME_VAL$182,910                       NA         NA      NA       NA
## HOME_VAL$183,094                       NA         NA      NA       NA
## HOME_VAL$183,202                       NA         NA      NA       NA
## HOME_VAL$183,206                       NA         NA      NA       NA
## HOME_VAL$183,327                       NA         NA      NA       NA
## HOME_VAL$183,557                       NA         NA      NA       NA
## HOME_VAL$183,660                       NA         NA      NA       NA
## HOME_VAL$183,890                       NA         NA      NA       NA
## HOME_VAL$183,953                       NA         NA      NA       NA
## HOME_VAL$183,992                       NA         NA      NA       NA
## HOME_VAL$184,059                       NA         NA      NA       NA
## HOME_VAL$184,091                       NA         NA      NA       NA
## HOME_VAL$184,518                       NA         NA      NA       NA
## HOME_VAL$184,773                       NA         NA      NA       NA
## HOME_VAL$185,061                 -42498.9        NaN     NaN      NaN
## HOME_VAL$185,145                       NA         NA      NA       NA
## HOME_VAL$185,253                -177614.9        NaN     NaN      NaN
## HOME_VAL$185,993                       NA         NA      NA       NA
## HOME_VAL$186,013                       NA         NA      NA       NA
## HOME_VAL$186,086                       NA         NA      NA       NA
## HOME_VAL$186,221                       NA         NA      NA       NA
## HOME_VAL$186,294                       NA         NA      NA       NA
## HOME_VAL$186,384                       NA         NA      NA       NA
## HOME_VAL$186,385                       NA         NA      NA       NA
## HOME_VAL$186,626                       NA         NA      NA       NA
## HOME_VAL$186,797                -179344.3        NaN     NaN      NaN
## HOME_VAL$186,866                       NA         NA      NA       NA
## HOME_VAL$187,051                       NA         NA      NA       NA
## HOME_VAL$187,063                       NA         NA      NA       NA
## HOME_VAL$187,108                       NA         NA      NA       NA
## HOME_VAL$187,662                       NA         NA      NA       NA
## HOME_VAL$187,871                       NA         NA      NA       NA
## HOME_VAL$187,879                       NA         NA      NA       NA
## HOME_VAL$187,881                       NA         NA      NA       NA
## HOME_VAL$188,403                       NA         NA      NA       NA
## HOME_VAL$188,588                       NA         NA      NA       NA
## HOME_VAL$188,846                       NA         NA      NA       NA
## HOME_VAL$188,860                       NA         NA      NA       NA
## HOME_VAL$189,120                       NA         NA      NA       NA
## HOME_VAL$189,197                       NA         NA      NA       NA
## HOME_VAL$189,235                       NA         NA      NA       NA
## HOME_VAL$189,452                       NA         NA      NA       NA
## HOME_VAL$189,551                       NA         NA      NA       NA
## HOME_VAL$190,088                       NA         NA      NA       NA
## HOME_VAL$190,139                       NA         NA      NA       NA
## HOME_VAL$190,172                       NA         NA      NA       NA
## HOME_VAL$190,228                       NA         NA      NA       NA
## HOME_VAL$190,317                       NA         NA      NA       NA
## HOME_VAL$190,550                       NA         NA      NA       NA
## HOME_VAL$190,938                       NA         NA      NA       NA
## HOME_VAL$190,992                       NA         NA      NA       NA
## HOME_VAL$191,042                       NA         NA      NA       NA
## HOME_VAL$191,264                       NA         NA      NA       NA
## HOME_VAL$191,400                       NA         NA      NA       NA
## HOME_VAL$191,685                       NA         NA      NA       NA
## HOME_VAL$192,566                       NA         NA      NA       NA
## HOME_VAL$193,200                       NA         NA      NA       NA
## HOME_VAL$193,298                       NA         NA      NA       NA
## HOME_VAL$193,495                       NA         NA      NA       NA
## HOME_VAL$193,566                 -56151.3        NaN     NaN      NaN
## HOME_VAL$193,644                       NA         NA      NA       NA
## HOME_VAL$193,855                       NA         NA      NA       NA
## HOME_VAL$193,868                       NA         NA      NA       NA
## HOME_VAL$193,941                 175080.4        NaN     NaN      NaN
## HOME_VAL$194,098                       NA         NA      NA       NA
## HOME_VAL$194,227                       NA         NA      NA       NA
## HOME_VAL$194,465                       NA         NA      NA       NA
## HOME_VAL$194,953                       NA         NA      NA       NA
## HOME_VAL$195,060                       NA         NA      NA       NA
## HOME_VAL$195,213                       NA         NA      NA       NA
## HOME_VAL$195,489                       NA         NA      NA       NA
## HOME_VAL$195,777                       NA         NA      NA       NA
## HOME_VAL$195,859                       NA         NA      NA       NA
## HOME_VAL$196,146                       NA         NA      NA       NA
## HOME_VAL$196,195                       NA         NA      NA       NA
## HOME_VAL$196,239                       NA         NA      NA       NA
## HOME_VAL$196,368                       NA         NA      NA       NA
## HOME_VAL$196,891                       NA         NA      NA       NA
## HOME_VAL$197,000                       NA         NA      NA       NA
## HOME_VAL$197,001                       NA         NA      NA       NA
## HOME_VAL$197,110                       NA         NA      NA       NA
## HOME_VAL$197,120                       NA         NA      NA       NA
## HOME_VAL$197,173                       NA         NA      NA       NA
## HOME_VAL$197,222                       NA         NA      NA       NA
## HOME_VAL$197,553                       NA         NA      NA       NA
## HOME_VAL$197,613                       NA         NA      NA       NA
## HOME_VAL$197,778                       NA         NA      NA       NA
## HOME_VAL$197,873                       NA         NA      NA       NA
## HOME_VAL$198,107                       NA         NA      NA       NA
## HOME_VAL$198,108                       NA         NA      NA       NA
## HOME_VAL$198,141                       NA         NA      NA       NA
## HOME_VAL$198,177                       NA         NA      NA       NA
## HOME_VAL$198,569                       NA         NA      NA       NA
## HOME_VAL$199,133                       NA         NA      NA       NA
## HOME_VAL$199,244                       NA         NA      NA       NA
## HOME_VAL$199,330                       NA         NA      NA       NA
## HOME_VAL$199,571                       NA         NA      NA       NA
## HOME_VAL$199,888                       NA         NA      NA       NA
## HOME_VAL$200,016                       NA         NA      NA       NA
## HOME_VAL$200,231                -474464.4        NaN     NaN      NaN
## HOME_VAL$200,391                -175854.8        NaN     NaN      NaN
## HOME_VAL$200,442                       NA         NA      NA       NA
## HOME_VAL$200,761                       NA         NA      NA       NA
## HOME_VAL$200,803                       NA         NA      NA       NA
## HOME_VAL$200,883                       NA         NA      NA       NA
## HOME_VAL$201,430                       NA         NA      NA       NA
## HOME_VAL$201,483                -160656.7        NaN     NaN      NaN
## HOME_VAL$201,599                       NA         NA      NA       NA
## HOME_VAL$201,709                -228370.1        NaN     NaN      NaN
## HOME_VAL$201,756                       NA         NA      NA       NA
## HOME_VAL$201,852                       NA         NA      NA       NA
## HOME_VAL$201,989                       NA         NA      NA       NA
## HOME_VAL$202,231                       NA         NA      NA       NA
## HOME_VAL$202,278                       NA         NA      NA       NA
## HOME_VAL$202,431                       NA         NA      NA       NA
## HOME_VAL$202,437                       NA         NA      NA       NA
## HOME_VAL$202,657                       NA         NA      NA       NA
## HOME_VAL$203,037                       NA         NA      NA       NA
## HOME_VAL$203,314                       NA         NA      NA       NA
## HOME_VAL$203,341                       NA         NA      NA       NA
## HOME_VAL$203,659                       NA         NA      NA       NA
## HOME_VAL$203,678                       NA         NA      NA       NA
## HOME_VAL$203,703                       NA         NA      NA       NA
## HOME_VAL$204,508                       NA         NA      NA       NA
## HOME_VAL$205,108                       NA         NA      NA       NA
## HOME_VAL$205,211                -463142.9        NaN     NaN      NaN
## HOME_VAL$205,265                       NA         NA      NA       NA
## HOME_VAL$205,283                -275643.9        NaN     NaN      NaN
## HOME_VAL$205,310                       NA         NA      NA       NA
## HOME_VAL$205,645                       NA         NA      NA       NA
## HOME_VAL$205,740                       NA         NA      NA       NA
## HOME_VAL$205,801                       NA         NA      NA       NA
## HOME_VAL$205,802                       NA         NA      NA       NA
## HOME_VAL$205,840                       NA         NA      NA       NA
## HOME_VAL$205,861                       NA         NA      NA       NA
## HOME_VAL$206,406                       NA         NA      NA       NA
## HOME_VAL$206,446                -562431.9        NaN     NaN      NaN
## HOME_VAL$206,758                       NA         NA      NA       NA
## HOME_VAL$207,187                       NA         NA      NA       NA
## HOME_VAL$207,205                       NA         NA      NA       NA
## HOME_VAL$207,862                       NA         NA      NA       NA
## HOME_VAL$207,877                       NA         NA      NA       NA
## HOME_VAL$207,968                -276802.9        NaN     NaN      NaN
## HOME_VAL$208,072                       NA         NA      NA       NA
## HOME_VAL$208,139                       NA         NA      NA       NA
## HOME_VAL$208,185                       NA         NA      NA       NA
## HOME_VAL$208,306                       NA         NA      NA       NA
## HOME_VAL$208,811                       NA         NA      NA       NA
## HOME_VAL$209,019                       NA         NA      NA       NA
## HOME_VAL$209,570                -154522.2        NaN     NaN      NaN
## HOME_VAL$209,679                  11336.2        NaN     NaN      NaN
## HOME_VAL$209,691                       NA         NA      NA       NA
## HOME_VAL$209,723                       NA         NA      NA       NA
## HOME_VAL$209,726                       NA         NA      NA       NA
## HOME_VAL$209,767                       NA         NA      NA       NA
## HOME_VAL$209,830                       NA         NA      NA       NA
## HOME_VAL$210,027                       NA         NA      NA       NA
## HOME_VAL$210,209                -256650.1        NaN     NaN      NaN
## HOME_VAL$210,236                       NA         NA      NA       NA
## HOME_VAL$210,753                       NA         NA      NA       NA
## HOME_VAL$210,765                       NA         NA      NA       NA
## HOME_VAL$210,945                       NA         NA      NA       NA
## HOME_VAL$210,979                       NA         NA      NA       NA
## HOME_VAL$211,046                       NA         NA      NA       NA
## HOME_VAL$211,160                       NA         NA      NA       NA
## HOME_VAL$211,232                       NA         NA      NA       NA
## HOME_VAL$211,273                       NA         NA      NA       NA
## HOME_VAL$211,342                       NA         NA      NA       NA
## HOME_VAL$211,402                       NA         NA      NA       NA
## HOME_VAL$212,014                       NA         NA      NA       NA
## HOME_VAL$212,163                       NA         NA      NA       NA
## HOME_VAL$212,452                       NA         NA      NA       NA
## HOME_VAL$212,477                       NA         NA      NA       NA
## HOME_VAL$212,562                       NA         NA      NA       NA
## HOME_VAL$213,026                       NA         NA      NA       NA
## HOME_VAL$213,122                       NA         NA      NA       NA
## HOME_VAL$213,239                       NA         NA      NA       NA
## HOME_VAL$213,473                       NA         NA      NA       NA
## HOME_VAL$213,828                       NA         NA      NA       NA
## HOME_VAL$213,841                       NA         NA      NA       NA
## HOME_VAL$213,856                       NA         NA      NA       NA
## HOME_VAL$213,887                       NA         NA      NA       NA
## HOME_VAL$214,053                       NA         NA      NA       NA
## HOME_VAL$214,584                       NA         NA      NA       NA
## HOME_VAL$214,792                       NA         NA      NA       NA
## HOME_VAL$214,996                       NA         NA      NA       NA
## HOME_VAL$215,344                       NA         NA      NA       NA
## HOME_VAL$215,391                       NA         NA      NA       NA
## HOME_VAL$215,876                       NA         NA      NA       NA
## HOME_VAL$216,395                       NA         NA      NA       NA
## HOME_VAL$216,444                       NA         NA      NA       NA
## HOME_VAL$216,534                       NA         NA      NA       NA
## HOME_VAL$216,569                       NA         NA      NA       NA
## HOME_VAL$216,645                       NA         NA      NA       NA
## HOME_VAL$216,739                       NA         NA      NA       NA
## HOME_VAL$217,053                       NA         NA      NA       NA
## HOME_VAL$217,434                       NA         NA      NA       NA
## HOME_VAL$217,494                       NA         NA      NA       NA
## HOME_VAL$217,885                       NA         NA      NA       NA
## HOME_VAL$217,901                       NA         NA      NA       NA
## HOME_VAL$217,907                       NA         NA      NA       NA
## HOME_VAL$218,079                       NA         NA      NA       NA
## HOME_VAL$218,195                       NA         NA      NA       NA
## HOME_VAL$218,258                       NA         NA      NA       NA
## HOME_VAL$219,101                       NA         NA      NA       NA
## HOME_VAL$219,285                       NA         NA      NA       NA
## HOME_VAL$219,318                -381372.7        NaN     NaN      NaN
## HOME_VAL$219,712                       NA         NA      NA       NA
## HOME_VAL$219,943                       NA         NA      NA       NA
## HOME_VAL$220,405                       NA         NA      NA       NA
## HOME_VAL$220,590                       NA         NA      NA       NA
## HOME_VAL$220,806                       NA         NA      NA       NA
## HOME_VAL$221,350                       NA         NA      NA       NA
## HOME_VAL$221,399                       NA         NA      NA       NA
## HOME_VAL$221,443                       NA         NA      NA       NA
## HOME_VAL$222,342                       NA         NA      NA       NA
## HOME_VAL$222,691                       NA         NA      NA       NA
## HOME_VAL$222,952                       NA         NA      NA       NA
## HOME_VAL$223,013                       NA         NA      NA       NA
## HOME_VAL$223,545                       NA         NA      NA       NA
## HOME_VAL$223,678                       NA         NA      NA       NA
## HOME_VAL$223,768                       NA         NA      NA       NA
## HOME_VAL$223,960                       NA         NA      NA       NA
## HOME_VAL$224,623                       NA         NA      NA       NA
## HOME_VAL$224,700                       NA         NA      NA       NA
## HOME_VAL$224,977                       NA         NA      NA       NA
## HOME_VAL$225,300                       NA         NA      NA       NA
## HOME_VAL$225,345                       NA         NA      NA       NA
## HOME_VAL$225,853                       NA         NA      NA       NA
## HOME_VAL$225,934                       NA         NA      NA       NA
## HOME_VAL$225,995                       NA         NA      NA       NA
## HOME_VAL$226,146                       NA         NA      NA       NA
## HOME_VAL$226,408                       NA         NA      NA       NA
## HOME_VAL$226,464                       NA         NA      NA       NA
## HOME_VAL$226,918                       NA         NA      NA       NA
## HOME_VAL$227,741                       NA         NA      NA       NA
## HOME_VAL$227,852                       NA         NA      NA       NA
## HOME_VAL$228,016                 -90643.9        NaN     NaN      NaN
## HOME_VAL$228,046                       NA         NA      NA       NA
## HOME_VAL$228,402                       NA         NA      NA       NA
## HOME_VAL$228,858                       NA         NA      NA       NA
## HOME_VAL$228,868                       NA         NA      NA       NA
## HOME_VAL$229,172                       NA         NA      NA       NA
## HOME_VAL$229,294                -170537.7        NaN     NaN      NaN
## HOME_VAL$229,868                       NA         NA      NA       NA
## HOME_VAL$229,973                       NA         NA      NA       NA
## HOME_VAL$230,221                       NA         NA      NA       NA
## HOME_VAL$230,290                       NA         NA      NA       NA
## HOME_VAL$230,783                       NA         NA      NA       NA
## HOME_VAL$231,014                       NA         NA      NA       NA
## HOME_VAL$231,016                       NA         NA      NA       NA
## HOME_VAL$231,143                       NA         NA      NA       NA
## HOME_VAL$231,176                       NA         NA      NA       NA
## HOME_VAL$231,278                       NA         NA      NA       NA
## HOME_VAL$231,626                       NA         NA      NA       NA
## HOME_VAL$231,747                       NA         NA      NA       NA
## HOME_VAL$231,934                       NA         NA      NA       NA
## HOME_VAL$232,064                       NA         NA      NA       NA
## HOME_VAL$232,227                       NA         NA      NA       NA
## HOME_VAL$232,693                       NA         NA      NA       NA
## HOME_VAL$232,836                       NA         NA      NA       NA
## HOME_VAL$233,339                       NA         NA      NA       NA
## HOME_VAL$233,352                       NA         NA      NA       NA
## HOME_VAL$234,324                       NA         NA      NA       NA
## HOME_VAL$234,502                       NA         NA      NA       NA
## HOME_VAL$235,070                       NA         NA      NA       NA
## HOME_VAL$235,165                       NA         NA      NA       NA
## HOME_VAL$235,670                       NA         NA      NA       NA
## HOME_VAL$235,880                       NA         NA      NA       NA
## HOME_VAL$236,693                       NA         NA      NA       NA
## HOME_VAL$237,062                       NA         NA      NA       NA
## HOME_VAL$237,329                       NA         NA      NA       NA
## HOME_VAL$237,341                       NA         NA      NA       NA
## HOME_VAL$237,422                       NA         NA      NA       NA
## HOME_VAL$237,457                       NA         NA      NA       NA
## HOME_VAL$237,469                       NA         NA      NA       NA
## HOME_VAL$237,604                       NA         NA      NA       NA
## HOME_VAL$237,750                       NA         NA      NA       NA
## HOME_VAL$237,829                       NA         NA      NA       NA
## HOME_VAL$238,054                       NA         NA      NA       NA
## HOME_VAL$238,468                       NA         NA      NA       NA
## HOME_VAL$238,759                       NA         NA      NA       NA
## HOME_VAL$238,891                       NA         NA      NA       NA
## HOME_VAL$238,959                       NA         NA      NA       NA
## HOME_VAL$239,142                       NA         NA      NA       NA
## HOME_VAL$239,210                       NA         NA      NA       NA
## HOME_VAL$239,377                       NA         NA      NA       NA
## HOME_VAL$239,711                       NA         NA      NA       NA
## HOME_VAL$239,920                       NA         NA      NA       NA
## HOME_VAL$240,387                       NA         NA      NA       NA
## HOME_VAL$240,550                       NA         NA      NA       NA
## HOME_VAL$240,774                       NA         NA      NA       NA
## HOME_VAL$241,182                       NA         NA      NA       NA
## HOME_VAL$241,191                       NA         NA      NA       NA
## HOME_VAL$241,237                       NA         NA      NA       NA
## HOME_VAL$241,382                       NA         NA      NA       NA
## HOME_VAL$241,407                       NA         NA      NA       NA
## HOME_VAL$241,636                       NA         NA      NA       NA
## HOME_VAL$242,138                       NA         NA      NA       NA
## HOME_VAL$242,566                       NA         NA      NA       NA
## HOME_VAL$242,830                       NA         NA      NA       NA
## HOME_VAL$243,277                       NA         NA      NA       NA
## HOME_VAL$244,016                       NA         NA      NA       NA
## HOME_VAL$244,414                       NA         NA      NA       NA
## HOME_VAL$244,863                       NA         NA      NA       NA
## HOME_VAL$245,496                       NA         NA      NA       NA
## HOME_VAL$245,993                       NA         NA      NA       NA
## HOME_VAL$246,071                       NA         NA      NA       NA
## HOME_VAL$246,609                       NA         NA      NA       NA
## HOME_VAL$246,612                       NA         NA      NA       NA
## HOME_VAL$247,045                       NA         NA      NA       NA
## HOME_VAL$247,416                       NA         NA      NA       NA
## HOME_VAL$247,580                       NA         NA      NA       NA
## HOME_VAL$247,600                       NA         NA      NA       NA
## HOME_VAL$247,728                       NA         NA      NA       NA
## HOME_VAL$247,751                       NA         NA      NA       NA
## HOME_VAL$247,991                       NA         NA      NA       NA
## HOME_VAL$248,878                       NA         NA      NA       NA
## HOME_VAL$249,331                       NA         NA      NA       NA
## HOME_VAL$249,478                       NA         NA      NA       NA
## HOME_VAL$250,111                       NA         NA      NA       NA
## HOME_VAL$250,198                       NA         NA      NA       NA
## HOME_VAL$250,380                -259124.0        NaN     NaN      NaN
## HOME_VAL$250,792                       NA         NA      NA       NA
## HOME_VAL$251,584                       NA         NA      NA       NA
## HOME_VAL$251,674                       NA         NA      NA       NA
## HOME_VAL$251,826                       NA         NA      NA       NA
## HOME_VAL$252,797                       NA         NA      NA       NA
## HOME_VAL$253,077                       NA         NA      NA       NA
## HOME_VAL$253,132                       NA         NA      NA       NA
## HOME_VAL$253,542                       NA         NA      NA       NA
## HOME_VAL$253,974                       NA         NA      NA       NA
## HOME_VAL$254,068                       NA         NA      NA       NA
## HOME_VAL$255,337                       NA         NA      NA       NA
## HOME_VAL$255,524                       NA         NA      NA       NA
## HOME_VAL$255,810                       NA         NA      NA       NA
## HOME_VAL$256,898                       NA         NA      NA       NA
## HOME_VAL$258,636                       NA         NA      NA       NA
## HOME_VAL$259,648                       NA         NA      NA       NA
## HOME_VAL$259,753                       NA         NA      NA       NA
## HOME_VAL$259,867                       NA         NA      NA       NA
## HOME_VAL$259,932                       NA         NA      NA       NA
## HOME_VAL$260,271                       NA         NA      NA       NA
## HOME_VAL$260,749                       NA         NA      NA       NA
## HOME_VAL$260,802                       NA         NA      NA       NA
## HOME_VAL$260,933                       NA         NA      NA       NA
## HOME_VAL$261,777                       NA         NA      NA       NA
## HOME_VAL$262,480                       NA         NA      NA       NA
## HOME_VAL$262,566                       NA         NA      NA       NA
## HOME_VAL$262,869                       NA         NA      NA       NA
## HOME_VAL$263,403                       NA         NA      NA       NA
## HOME_VAL$263,877                       NA         NA      NA       NA
## HOME_VAL$263,905                       NA         NA      NA       NA
## HOME_VAL$263,986                       NA         NA      NA       NA
## HOME_VAL$264,549                       NA         NA      NA       NA
## HOME_VAL$265,035                       NA         NA      NA       NA
## HOME_VAL$265,793                       NA         NA      NA       NA
## HOME_VAL$266,489                       NA         NA      NA       NA
## HOME_VAL$266,563                       NA         NA      NA       NA
## HOME_VAL$266,848                       NA         NA      NA       NA
## HOME_VAL$266,852                       NA         NA      NA       NA
## HOME_VAL$267,837                       NA         NA      NA       NA
## HOME_VAL$268,154                       NA         NA      NA       NA
## HOME_VAL$268,736                       NA         NA      NA       NA
## HOME_VAL$269,107                -197585.7        NaN     NaN      NaN
## HOME_VAL$269,614                       NA         NA      NA       NA
## HOME_VAL$269,688                       NA         NA      NA       NA
## HOME_VAL$270,030                       NA         NA      NA       NA
## HOME_VAL$270,745                       NA         NA      NA       NA
## HOME_VAL$272,958                       NA         NA      NA       NA
## HOME_VAL$272,962                       NA         NA      NA       NA
## HOME_VAL$273,069                       NA         NA      NA       NA
## HOME_VAL$274,362                       NA         NA      NA       NA
## HOME_VAL$275,218                       NA         NA      NA       NA
## HOME_VAL$275,664                       NA         NA      NA       NA
## HOME_VAL$275,791                       NA         NA      NA       NA
## HOME_VAL$276,150                       NA         NA      NA       NA
## HOME_VAL$276,908                       NA         NA      NA       NA
## HOME_VAL$276,929                       NA         NA      NA       NA
## HOME_VAL$277,784                       NA         NA      NA       NA
## HOME_VAL$279,277                       NA         NA      NA       NA
## HOME_VAL$279,879                       NA         NA      NA       NA
## HOME_VAL$280,155                       NA         NA      NA       NA
## HOME_VAL$280,562                       NA         NA      NA       NA
## HOME_VAL$280,943                -346653.5        NaN     NaN      NaN
## HOME_VAL$281,950                       NA         NA      NA       NA
## HOME_VAL$282,017                       NA         NA      NA       NA
## HOME_VAL$282,423                       NA         NA      NA       NA
## HOME_VAL$284,160                       NA         NA      NA       NA
## HOME_VAL$284,285                       NA         NA      NA       NA
## HOME_VAL$284,313                       NA         NA      NA       NA
## HOME_VAL$284,853                       NA         NA      NA       NA
## HOME_VAL$285,628                       NA         NA      NA       NA
## HOME_VAL$285,983                       NA         NA      NA       NA
## HOME_VAL$287,485                       NA         NA      NA       NA
## HOME_VAL$287,747                       NA         NA      NA       NA
## HOME_VAL$288,071                       NA         NA      NA       NA
## HOME_VAL$288,257                       NA         NA      NA       NA
## HOME_VAL$288,294                       NA         NA      NA       NA
## HOME_VAL$289,187                       NA         NA      NA       NA
## HOME_VAL$289,370                       NA         NA      NA       NA
## HOME_VAL$289,522                -456136.7        NaN     NaN      NaN
## HOME_VAL$290,251                       NA         NA      NA       NA
## HOME_VAL$290,875                -491415.2        NaN     NaN      NaN
## HOME_VAL$291,133                       NA         NA      NA       NA
## HOME_VAL$291,200                       NA         NA      NA       NA
## HOME_VAL$291,316                       NA         NA      NA       NA
## HOME_VAL$291,888                       NA         NA      NA       NA
## HOME_VAL$292,773                       NA         NA      NA       NA
## HOME_VAL$292,964                       NA         NA      NA       NA
## HOME_VAL$293,583                       NA         NA      NA       NA
## HOME_VAL$293,661                       NA         NA      NA       NA
## HOME_VAL$294,899                       NA         NA      NA       NA
## HOME_VAL$295,335                       NA         NA      NA       NA
## HOME_VAL$295,537                       NA         NA      NA       NA
## HOME_VAL$296,274                       NA         NA      NA       NA
## HOME_VAL$296,393                  62727.5        NaN     NaN      NaN
## HOME_VAL$297,024                       NA         NA      NA       NA
## HOME_VAL$297,539                       NA         NA      NA       NA
## HOME_VAL$298,205                       NA         NA      NA       NA
## HOME_VAL$301,304                       NA         NA      NA       NA
## HOME_VAL$301,739                       NA         NA      NA       NA
## HOME_VAL$302,154                       NA         NA      NA       NA
## HOME_VAL$302,340                       NA         NA      NA       NA
## HOME_VAL$303,427                       NA         NA      NA       NA
## HOME_VAL$303,430                       NA         NA      NA       NA
## HOME_VAL$306,407                       NA         NA      NA       NA
## HOME_VAL$306,515                       NA         NA      NA       NA
## HOME_VAL$306,854                       NA         NA      NA       NA
## HOME_VAL$307,051                       NA         NA      NA       NA
## HOME_VAL$308,350                       NA         NA      NA       NA
## HOME_VAL$308,646                -311766.1        NaN     NaN      NaN
## HOME_VAL$309,520                       NA         NA      NA       NA
## HOME_VAL$309,742                       NA         NA      NA       NA
## HOME_VAL$311,131                       NA         NA      NA       NA
## HOME_VAL$311,529                       NA         NA      NA       NA
## HOME_VAL$311,697                       NA         NA      NA       NA
## HOME_VAL$312,734                       NA         NA      NA       NA
## HOME_VAL$313,484                       NA         NA      NA       NA
## HOME_VAL$313,615                       NA         NA      NA       NA
## HOME_VAL$315,515                -377047.5        NaN     NaN      NaN
## HOME_VAL$316,309                       NA         NA      NA       NA
## HOME_VAL$316,419                       NA         NA      NA       NA
## HOME_VAL$319,144                       NA         NA      NA       NA
## HOME_VAL$320,542                       NA         NA      NA       NA
## HOME_VAL$321,990                       NA         NA      NA       NA
## HOME_VAL$322,978                       NA         NA      NA       NA
## HOME_VAL$323,383                       NA         NA      NA       NA
## HOME_VAL$323,469                       NA         NA      NA       NA
## HOME_VAL$324,059                       NA         NA      NA       NA
## HOME_VAL$324,844                       NA         NA      NA       NA
## HOME_VAL$326,745                       NA         NA      NA       NA
## HOME_VAL$327,227                       NA         NA      NA       NA
## HOME_VAL$329,168                       NA         NA      NA       NA
## HOME_VAL$329,334                       NA         NA      NA       NA
## HOME_VAL$331,977                       NA         NA      NA       NA
## HOME_VAL$335,023                       NA         NA      NA       NA
## HOME_VAL$335,380                -292582.1        NaN     NaN      NaN
## HOME_VAL$335,993                       NA         NA      NA       NA
## HOME_VAL$337,743                       NA         NA      NA       NA
## HOME_VAL$338,327                       NA         NA      NA       NA
## HOME_VAL$342,728                       NA         NA      NA       NA
## HOME_VAL$342,788                       NA         NA      NA       NA
## HOME_VAL$344,523                       NA         NA      NA       NA
## HOME_VAL$347,009                       NA         NA      NA       NA
## HOME_VAL$348,157                       NA         NA      NA       NA
## HOME_VAL$349,101                       NA         NA      NA       NA
## HOME_VAL$354,907                       NA         NA      NA       NA
## HOME_VAL$356,585                -316338.6        NaN     NaN      NaN
## HOME_VAL$357,727                       NA         NA      NA       NA
## HOME_VAL$360,638                       NA         NA      NA       NA
## HOME_VAL$360,697                       NA         NA      NA       NA
## HOME_VAL$362,484                       NA         NA      NA       NA
## HOME_VAL$366,424                       NA         NA      NA       NA
## HOME_VAL$368,111                       NA         NA      NA       NA
## HOME_VAL$370,308                       NA         NA      NA       NA
## HOME_VAL$371,188                       NA         NA      NA       NA
## HOME_VAL$374,595                       NA         NA      NA       NA
## HOME_VAL$374,931                       NA         NA      NA       NA
## HOME_VAL$375,813                       NA         NA      NA       NA
## HOME_VAL$377,925                       NA         NA      NA       NA
## HOME_VAL$380,183                       NA         NA      NA       NA
## HOME_VAL$385,798                       NA         NA      NA       NA
## HOME_VAL$387,349                       NA         NA      NA       NA
## HOME_VAL$388,651                       NA         NA      NA       NA
## HOME_VAL$388,763                       NA         NA      NA       NA
## HOME_VAL$390,144                       NA         NA      NA       NA
## HOME_VAL$391,168                       NA         NA      NA       NA
## HOME_VAL$395,160                       NA         NA      NA       NA
## HOME_VAL$396,556                       NA         NA      NA       NA
## HOME_VAL$404,248                       NA         NA      NA       NA
## HOME_VAL$406,547                       NA         NA      NA       NA
## HOME_VAL$408,720                       NA         NA      NA       NA
## HOME_VAL$409,592                       NA         NA      NA       NA
## HOME_VAL$412,774                       NA         NA      NA       NA
## HOME_VAL$414,539                       NA         NA      NA       NA
## HOME_VAL$415,676                       NA         NA      NA       NA
## HOME_VAL$416,062                       NA         NA      NA       NA
## HOME_VAL$427,325                       NA         NA      NA       NA
## HOME_VAL$430,830                       NA         NA      NA       NA
## HOME_VAL$441,721                       NA         NA      NA       NA
## HOME_VAL$442,649                       NA         NA      NA       NA
## HOME_VAL$447,608                       NA         NA      NA       NA
## HOME_VAL$450,715                       NA         NA      NA       NA
## HOME_VAL$452,019                       NA         NA      NA       NA
## HOME_VAL$455,275                       NA         NA      NA       NA
## HOME_VAL$457,551                       NA         NA      NA       NA
## HOME_VAL$467,883                -288463.1        NaN     NaN      NaN
## HOME_VAL$471,670                       NA         NA      NA       NA
## HOME_VAL$473,366                       NA         NA      NA       NA
## HOME_VAL$474,628                       NA         NA      NA       NA
## HOME_VAL$477,862                       NA         NA      NA       NA
## HOME_VAL$477,999                       NA         NA      NA       NA
## HOME_VAL$481,375                       NA         NA      NA       NA
## HOME_VAL$486,015                       NA         NA      NA       NA
## HOME_VAL$487,307                       NA         NA      NA       NA
## HOME_VAL$495,325                       NA         NA      NA       NA
## HOME_VAL$50,964                 -407050.9        NaN     NaN      NaN
## HOME_VAL$51,401                  -71162.2        NaN     NaN      NaN
## HOME_VAL$52,929                 -270062.6        NaN     NaN      NaN
## HOME_VAL$52,952                 -364332.5        NaN     NaN      NaN
## HOME_VAL$525,566                       NA         NA      NA       NA
## HOME_VAL$53,636                  -13267.8        NaN     NaN      NaN
## HOME_VAL$54,880                        NA         NA      NA       NA
## HOME_VAL$542,288                       NA         NA      NA       NA
## HOME_VAL$544,783                       NA         NA      NA       NA
## HOME_VAL$55,078                 -281504.7        NaN     NaN      NaN
## HOME_VAL$55,922                 -177969.1        NaN     NaN      NaN
## HOME_VAL$553,221                       NA         NA      NA       NA
## HOME_VAL$559,258                       NA         NA      NA       NA
## HOME_VAL$58,632                        NA         NA      NA       NA
## HOME_VAL$586,096                       NA         NA      NA       NA
## HOME_VAL$59,496                 -143859.6        NaN     NaN      NaN
## HOME_VAL$60,718                        NA         NA      NA       NA
## HOME_VAL$60,733                        NA         NA      NA       NA
## HOME_VAL$60,944                 -159981.5        NaN     NaN      NaN
## HOME_VAL$60,950                  -83883.0        NaN     NaN      NaN
## HOME_VAL$61,630                        NA         NA      NA       NA
## HOME_VAL$63,103                 -191028.5        NaN     NaN      NaN
## HOME_VAL$63,142                  -97504.1        NaN     NaN      NaN
## HOME_VAL$630,267                       NA         NA      NA       NA
## HOME_VAL$64,184                  138542.0        NaN     NaN      NaN
## HOME_VAL$64,530                        NA         NA      NA       NA
## HOME_VAL$64,600                        NA         NA      NA       NA
## HOME_VAL$64,786                 -304839.4        NaN     NaN      NaN
## HOME_VAL$649,247                       NA         NA      NA       NA
## HOME_VAL$65,359                  -86908.2        NaN     NaN      NaN
## HOME_VAL$66,358                 -188054.8        NaN     NaN      NaN
## HOME_VAL$66,515                        NA         NA      NA       NA
## HOME_VAL$66,812                 -201884.2        NaN     NaN      NaN
## HOME_VAL$67,587                 -309346.0        NaN     NaN      NaN
## HOME_VAL$68,436                 -192452.6        NaN     NaN      NaN
## HOME_VAL$68,500                 -300244.6        NaN     NaN      NaN
## HOME_VAL$682,634                       NA         NA      NA       NA
## HOME_VAL$70,067                 -206513.4        NaN     NaN      NaN
## HOME_VAL$70,259                 -195030.2        NaN     NaN      NaN
## HOME_VAL$73,890                  -90205.8        NaN     NaN      NaN
## HOME_VAL$74,078                        NA         NA      NA       NA
## HOME_VAL$74,744                 -330068.1        NaN     NaN      NaN
## HOME_VAL$74,945                 -313456.7        NaN     NaN      NaN
## HOME_VAL$74,994                        NA         NA      NA       NA
## HOME_VAL$750,455                       NA         NA      NA       NA
## HOME_VAL$76,022                        NA         NA      NA       NA
## HOME_VAL$76,613                 -217779.4        NaN     NaN      NaN
## HOME_VAL$76,851                        NA         NA      NA       NA
## HOME_VAL$77,025                        NA         NA      NA       NA
## HOME_VAL$77,463                        NA         NA      NA       NA
## HOME_VAL$77,653                 -262278.6        NaN     NaN      NaN
## HOME_VAL$77,725                        NA         NA      NA       NA
## HOME_VAL$80,790                        NA         NA      NA       NA
## HOME_VAL$80,883                 -171082.6        NaN     NaN      NaN
## HOME_VAL$80,900                 -367827.9        NaN     NaN      NaN
## HOME_VAL$81,076                 -180796.7        NaN     NaN      NaN
## HOME_VAL$82,223                        NA         NA      NA       NA
## HOME_VAL$83,235                 -197890.1        NaN     NaN      NaN
## HOME_VAL$83,843                 -302288.8        NaN     NaN      NaN
## HOME_VAL$83,913                 -207457.4        NaN     NaN      NaN
## HOME_VAL$84,486                 -267962.8        NaN     NaN      NaN
## HOME_VAL$84,618                        NA         NA      NA       NA
## HOME_VAL$85,406                        NA         NA      NA       NA
## HOME_VAL$86,118                 -221007.7        NaN     NaN      NaN
## HOME_VAL$86,545                  -40157.3        NaN     NaN      NaN
## HOME_VAL$86,562                        NA         NA      NA       NA
## HOME_VAL$86,839                        NA         NA      NA       NA
## HOME_VAL$87,034                        NA         NA      NA       NA
## HOME_VAL$87,080                 -169561.1        NaN     NaN      NaN
## HOME_VAL$87,400                        NA         NA      NA       NA
## HOME_VAL$87,708                  -56363.8        NaN     NaN      NaN
## HOME_VAL$89,512                 -244650.6        NaN     NaN      NaN
## HOME_VAL$89,932                 -466694.6        NaN     NaN      NaN
## HOME_VAL$90,071                        NA         NA      NA       NA
## HOME_VAL$90,212                  141714.6        NaN     NaN      NaN
## HOME_VAL$90,224                 -125941.2        NaN     NaN      NaN
## HOME_VAL$90,639                        NA         NA      NA       NA
## HOME_VAL$91,216                        NA         NA      NA       NA
## HOME_VAL$91,900                 -212284.0        NaN     NaN      NaN
## HOME_VAL$92,520                        NA         NA      NA       NA
## HOME_VAL$92,673                        NA         NA      NA       NA
## HOME_VAL$93,228                 -197166.9        NaN     NaN      NaN
## HOME_VAL$94,474                 -395474.8        NaN     NaN      NaN
## HOME_VAL$95,447                        NA         NA      NA       NA
## HOME_VAL$95,505                        NA         NA      NA       NA
## HOME_VAL$95,776                        NA         NA      NA       NA
## HOME_VAL$95,898                  -92678.2        NaN     NaN      NaN
## HOME_VAL$96,107                        NA         NA      NA       NA
## HOME_VAL$96,484                 -296289.5        NaN     NaN      NaN
## HOME_VAL$96,739                 -432657.6        NaN     NaN      NaN
## HOME_VAL$97,183                        NA         NA      NA       NA
## HOME_VAL$97,247                        NA         NA      NA       NA
## HOME_VAL$97,541                        NA         NA      NA       NA
## HOME_VAL$97,653                        NA         NA      NA       NA
## HOME_VAL$97,885                        NA         NA      NA       NA
## HOME_VAL$98,166                        NA         NA      NA       NA
## HOME_VAL$98,218                        NA         NA      NA       NA
## HOME_VAL$98,357                        NA         NA      NA       NA
## HOME_VAL$98,396                 -292131.8        NaN     NaN      NaN
## HOME_VAL$98,561                 -605406.1        NaN     NaN      NaN
## HOME_VAL$98,716                 -215775.3        NaN     NaN      NaN
## HOME_VAL$98,982                        NA         NA      NA       NA
## HOME_VAL$98,989                        NA         NA      NA       NA
## HOME_VAL$99,468                        NA         NA      NA       NA
## HOME_VAL$99,549                  -73759.7        NaN     NaN      NaN
## MSTATUSz_No                       63519.1        NaN     NaN      NaN
## SEXz_F                           -51307.1        NaN     NaN      NaN
## EDUCATIONBachelors               105433.7        NaN     NaN      NaN
## EDUCATIONMasters                  63412.0        NaN     NaN      NaN
## EDUCATIONPhD                     134264.9        NaN     NaN      NaN
## EDUCATIONz_High School            82149.5        NaN     NaN      NaN
## JOBClerical                     -320233.6        NaN     NaN      NaN
## JOBDoctor                       -298281.9        NaN     NaN      NaN
## JOBHome Maker                   -186466.8        NaN     NaN      NaN
## JOBLawyer                       -144676.1        NaN     NaN      NaN
## JOBManager                      -138014.7        NaN     NaN      NaN
## JOBProfessional                 -151182.9        NaN     NaN      NaN
## JOBStudent                       -81190.0        NaN     NaN      NaN
## JOBz_Blue Collar                -102147.1        NaN     NaN      NaN
## TRAVTIME                            244.3        NaN     NaN      NaN
## CAR_USEPrivate                   103243.1        NaN     NaN      NaN
## BLUEBOOK$1,700                  -305352.0        NaN     NaN      NaN
## BLUEBOOK$1,950                         NA         NA      NA       NA
## BLUEBOOK$10,000                        NA         NA      NA       NA
## BLUEBOOK$10,020                        NA         NA      NA       NA
## BLUEBOOK$10,030                        NA         NA      NA       NA
## BLUEBOOK$10,040                        NA         NA      NA       NA
## BLUEBOOK$10,050                        NA         NA      NA       NA
## BLUEBOOK$10,060                        NA         NA      NA       NA
## BLUEBOOK$10,070                  150692.4        NaN     NaN      NaN
## BLUEBOOK$10,090                  103149.4        NaN     NaN      NaN
## BLUEBOOK$10,100                        NA         NA      NA       NA
## BLUEBOOK$10,110                        NA         NA      NA       NA
## BLUEBOOK$10,120                   75481.9        NaN     NaN      NaN
## BLUEBOOK$10,140                        NA         NA      NA       NA
## BLUEBOOK$10,150                        NA         NA      NA       NA
## BLUEBOOK$10,160                        NA         NA      NA       NA
## BLUEBOOK$10,170                        NA         NA      NA       NA
## BLUEBOOK$10,180                        NA         NA      NA       NA
## BLUEBOOK$10,190                        NA         NA      NA       NA
## BLUEBOOK$10,220                        NA         NA      NA       NA
## BLUEBOOK$10,230                        NA         NA      NA       NA
## BLUEBOOK$10,250                        NA         NA      NA       NA
## BLUEBOOK$10,260                        NA         NA      NA       NA
## BLUEBOOK$10,280                        NA         NA      NA       NA
## BLUEBOOK$10,300                        NA         NA      NA       NA
## BLUEBOOK$10,310                        NA         NA      NA       NA
## BLUEBOOK$10,320                 -301010.6        NaN     NaN      NaN
## BLUEBOOK$10,330                        NA         NA      NA       NA
## BLUEBOOK$10,340                        NA         NA      NA       NA
## BLUEBOOK$10,350                        NA         NA      NA       NA
## BLUEBOOK$10,360                        NA         NA      NA       NA
## BLUEBOOK$10,390                        NA         NA      NA       NA
## BLUEBOOK$10,410                        NA         NA      NA       NA
## BLUEBOOK$10,440                        NA         NA      NA       NA
## BLUEBOOK$10,450                        NA         NA      NA       NA
## BLUEBOOK$10,460                  -40282.6        NaN     NaN      NaN
## BLUEBOOK$10,480                        NA         NA      NA       NA
## BLUEBOOK$10,490                        NA         NA      NA       NA
## BLUEBOOK$10,510                   88474.8        NaN     NaN      NaN
## BLUEBOOK$10,520                  -47559.1        NaN     NaN      NaN
## BLUEBOOK$10,530                        NA         NA      NA       NA
## BLUEBOOK$10,550                        NA         NA      NA       NA
## BLUEBOOK$10,560                        NA         NA      NA       NA
## BLUEBOOK$10,570                        NA         NA      NA       NA
## BLUEBOOK$10,580                        NA         NA      NA       NA
## BLUEBOOK$10,590                        NA         NA      NA       NA
## BLUEBOOK$10,610                        NA         NA      NA       NA
## BLUEBOOK$10,630                        NA         NA      NA       NA
## BLUEBOOK$10,650                        NA         NA      NA       NA
## BLUEBOOK$10,670                        NA         NA      NA       NA
## BLUEBOOK$10,680                        NA         NA      NA       NA
## BLUEBOOK$10,700                 -215466.5        NaN     NaN      NaN
## BLUEBOOK$10,710                        NA         NA      NA       NA
## BLUEBOOK$10,730                        NA         NA      NA       NA
## BLUEBOOK$10,740                        NA         NA      NA       NA
## BLUEBOOK$10,750                        NA         NA      NA       NA
## BLUEBOOK$10,760                        NA         NA      NA       NA
## BLUEBOOK$10,770                        NA         NA      NA       NA
## BLUEBOOK$10,780                        NA         NA      NA       NA
## BLUEBOOK$10,800                        NA         NA      NA       NA
## BLUEBOOK$10,830                        NA         NA      NA       NA
## BLUEBOOK$10,840                        NA         NA      NA       NA
## BLUEBOOK$10,850                        NA         NA      NA       NA
## BLUEBOOK$10,860                        NA         NA      NA       NA
## BLUEBOOK$10,880                        NA         NA      NA       NA
## BLUEBOOK$10,890                        NA         NA      NA       NA
## BLUEBOOK$10,900                        NA         NA      NA       NA
## BLUEBOOK$10,920                        NA         NA      NA       NA
## BLUEBOOK$10,930                   -6619.1        NaN     NaN      NaN
## BLUEBOOK$10,940                   72629.6        NaN     NaN      NaN
## BLUEBOOK$10,960                        NA         NA      NA       NA
## BLUEBOOK$10,970                        NA         NA      NA       NA
## BLUEBOOK$10,980                        NA         NA      NA       NA
## BLUEBOOK$11,010                        NA         NA      NA       NA
## BLUEBOOK$11,020                        NA         NA      NA       NA
## BLUEBOOK$11,030                        NA         NA      NA       NA
## BLUEBOOK$11,060                        NA         NA      NA       NA
## BLUEBOOK$11,100                    1179.5        NaN     NaN      NaN
## BLUEBOOK$11,120                        NA         NA      NA       NA
## BLUEBOOK$11,130                        NA         NA      NA       NA
## BLUEBOOK$11,160                        NA         NA      NA       NA
## BLUEBOOK$11,170                        NA         NA      NA       NA
## BLUEBOOK$11,180                        NA         NA      NA       NA
## BLUEBOOK$11,190                        NA         NA      NA       NA
## BLUEBOOK$11,200                        NA         NA      NA       NA
## BLUEBOOK$11,210                        NA         NA      NA       NA
## BLUEBOOK$11,220                        NA         NA      NA       NA
## BLUEBOOK$11,230                        NA         NA      NA       NA
## BLUEBOOK$11,240                        NA         NA      NA       NA
## BLUEBOOK$11,250                        NA         NA      NA       NA
## BLUEBOOK$11,290                        NA         NA      NA       NA
## BLUEBOOK$11,300                        NA         NA      NA       NA
## BLUEBOOK$11,360                   39518.8        NaN     NaN      NaN
## BLUEBOOK$11,370                        NA         NA      NA       NA
## BLUEBOOK$11,380                        NA         NA      NA       NA
## BLUEBOOK$11,440                        NA         NA      NA       NA
## BLUEBOOK$11,450                        NA         NA      NA       NA
## BLUEBOOK$11,460                        NA         NA      NA       NA
## BLUEBOOK$11,470                        NA         NA      NA       NA
## BLUEBOOK$11,480                        NA         NA      NA       NA
## BLUEBOOK$11,490                        NA         NA      NA       NA
## BLUEBOOK$11,510                        NA         NA      NA       NA
## BLUEBOOK$11,520                   56332.1        NaN     NaN      NaN
## BLUEBOOK$11,530                   51959.2        NaN     NaN      NaN
## BLUEBOOK$11,550                        NA         NA      NA       NA
## BLUEBOOK$11,560                        NA         NA      NA       NA
## BLUEBOOK$11,580                        NA         NA      NA       NA
## BLUEBOOK$11,590                        NA         NA      NA       NA
## BLUEBOOK$11,600                  -21546.6        NaN     NaN      NaN
## BLUEBOOK$11,610                  109592.5        NaN     NaN      NaN
## BLUEBOOK$11,630                   37219.1        NaN     NaN      NaN
## BLUEBOOK$11,640                        NA         NA      NA       NA
## BLUEBOOK$11,650                   23047.1        NaN     NaN      NaN
## BLUEBOOK$11,670                        NA         NA      NA       NA
## BLUEBOOK$11,700                        NA         NA      NA       NA
## BLUEBOOK$11,730                  -16861.7        NaN     NaN      NaN
## BLUEBOOK$11,740                        NA         NA      NA       NA
## BLUEBOOK$11,750                        NA         NA      NA       NA
## BLUEBOOK$11,760                        NA         NA      NA       NA
## BLUEBOOK$11,780                        NA         NA      NA       NA
## BLUEBOOK$11,800                        NA         NA      NA       NA
## BLUEBOOK$11,810                        NA         NA      NA       NA
## BLUEBOOK$11,830                  124403.7        NaN     NaN      NaN
## BLUEBOOK$11,840                        NA         NA      NA       NA
## BLUEBOOK$11,860                        NA         NA      NA       NA
## BLUEBOOK$11,880                        NA         NA      NA       NA
## BLUEBOOK$11,890                        NA         NA      NA       NA
## BLUEBOOK$11,900                        NA         NA      NA       NA
## BLUEBOOK$11,910                   44903.5        NaN     NaN      NaN
## BLUEBOOK$11,930                        NA         NA      NA       NA
## BLUEBOOK$11,940                        NA         NA      NA       NA
## BLUEBOOK$11,950                        NA         NA      NA       NA
## BLUEBOOK$11,960                        NA         NA      NA       NA
## BLUEBOOK$11,990                   96724.0        NaN     NaN      NaN
## BLUEBOOK$12,030                        NA         NA      NA       NA
## BLUEBOOK$12,040                   58118.9        NaN     NaN      NaN
## BLUEBOOK$12,070                        NA         NA      NA       NA
## BLUEBOOK$12,090                        NA         NA      NA       NA
## BLUEBOOK$12,100                        NA         NA      NA       NA
## BLUEBOOK$12,120                        NA         NA      NA       NA
## BLUEBOOK$12,140                        NA         NA      NA       NA
## BLUEBOOK$12,150                        NA         NA      NA       NA
## BLUEBOOK$12,160                        NA         NA      NA       NA
## BLUEBOOK$12,170                        NA         NA      NA       NA
## BLUEBOOK$12,180                        NA         NA      NA       NA
## BLUEBOOK$12,190                  163272.9        NaN     NaN      NaN
## BLUEBOOK$12,200                        NA         NA      NA       NA
## BLUEBOOK$12,220                        NA         NA      NA       NA
## BLUEBOOK$12,230                        NA         NA      NA       NA
## BLUEBOOK$12,250                        NA         NA      NA       NA
## BLUEBOOK$12,270                        NA         NA      NA       NA
## BLUEBOOK$12,280                        NA         NA      NA       NA
## BLUEBOOK$12,310                        NA         NA      NA       NA
## BLUEBOOK$12,320                        NA         NA      NA       NA
## BLUEBOOK$12,330                        NA         NA      NA       NA
## BLUEBOOK$12,340                        NA         NA      NA       NA
## BLUEBOOK$12,350                        NA         NA      NA       NA
## BLUEBOOK$12,370                   37783.0        NaN     NaN      NaN
## BLUEBOOK$12,380                        NA         NA      NA       NA
## BLUEBOOK$12,410                        NA         NA      NA       NA
## BLUEBOOK$12,460                        NA         NA      NA       NA
## BLUEBOOK$12,470                    2544.8        NaN     NaN      NaN
## BLUEBOOK$12,500                        NA         NA      NA       NA
## BLUEBOOK$12,510                        NA         NA      NA       NA
## BLUEBOOK$12,520                        NA         NA      NA       NA
## BLUEBOOK$12,540                  -67004.0        NaN     NaN      NaN
## BLUEBOOK$12,550                        NA         NA      NA       NA
## BLUEBOOK$12,560                        NA         NA      NA       NA
## BLUEBOOK$12,570                        NA         NA      NA       NA
## BLUEBOOK$12,580                    3779.0        NaN     NaN      NaN
## BLUEBOOK$12,600                        NA         NA      NA       NA
## BLUEBOOK$12,610                        NA         NA      NA       NA
## BLUEBOOK$12,620                        NA         NA      NA       NA
## BLUEBOOK$12,670                        NA         NA      NA       NA
## BLUEBOOK$12,690                 -146210.9        NaN     NaN      NaN
## BLUEBOOK$12,700                        NA         NA      NA       NA
## BLUEBOOK$12,710                   96988.4        NaN     NaN      NaN
## BLUEBOOK$12,720                 -215303.5        NaN     NaN      NaN
## BLUEBOOK$12,730                        NA         NA      NA       NA
## BLUEBOOK$12,760                        NA         NA      NA       NA
## BLUEBOOK$12,770                        NA         NA      NA       NA
## BLUEBOOK$12,780                        NA         NA      NA       NA
## BLUEBOOK$12,790                  168781.1        NaN     NaN      NaN
## BLUEBOOK$12,800                        NA         NA      NA       NA
## BLUEBOOK$12,820                        NA         NA      NA       NA
## BLUEBOOK$12,830                  -94474.5        NaN     NaN      NaN
## BLUEBOOK$12,840                        NA         NA      NA       NA
## BLUEBOOK$12,850                        NA         NA      NA       NA
## BLUEBOOK$12,870                        NA         NA      NA       NA
## BLUEBOOK$12,910                        NA         NA      NA       NA
## BLUEBOOK$12,930                        NA         NA      NA       NA
## BLUEBOOK$12,940                        NA         NA      NA       NA
## BLUEBOOK$12,950                        NA         NA      NA       NA
## BLUEBOOK$12,960                        NA         NA      NA       NA
## BLUEBOOK$12,970                        NA         NA      NA       NA
## BLUEBOOK$12,980                        NA         NA      NA       NA
## BLUEBOOK$12,990                        NA         NA      NA       NA
## BLUEBOOK$13,020                        NA         NA      NA       NA
## BLUEBOOK$13,030                        NA         NA      NA       NA
## BLUEBOOK$13,060                        NA         NA      NA       NA
## BLUEBOOK$13,070                  110016.8        NaN     NaN      NaN
## BLUEBOOK$13,120                        NA         NA      NA       NA
## BLUEBOOK$13,130                        NA         NA      NA       NA
## BLUEBOOK$13,140                 -289220.0        NaN     NaN      NaN
## BLUEBOOK$13,150                        NA         NA      NA       NA
## BLUEBOOK$13,160                        NA         NA      NA       NA
## BLUEBOOK$13,180                        NA         NA      NA       NA
## BLUEBOOK$13,190                        NA         NA      NA       NA
## BLUEBOOK$13,200                        NA         NA      NA       NA
## BLUEBOOK$13,220                        NA         NA      NA       NA
## BLUEBOOK$13,240                        NA         NA      NA       NA
## BLUEBOOK$13,250                        NA         NA      NA       NA
## BLUEBOOK$13,260                        NA         NA      NA       NA
## BLUEBOOK$13,270                        NA         NA      NA       NA
## BLUEBOOK$13,290                        NA         NA      NA       NA
## BLUEBOOK$13,320                        NA         NA      NA       NA
## BLUEBOOK$13,340                        NA         NA      NA       NA
## BLUEBOOK$13,360                        NA         NA      NA       NA
## BLUEBOOK$13,390                        NA         NA      NA       NA
## BLUEBOOK$13,400                        NA         NA      NA       NA
## BLUEBOOK$13,420                        NA         NA      NA       NA
## BLUEBOOK$13,440                  229259.4        NaN     NaN      NaN
## BLUEBOOK$13,450                        NA         NA      NA       NA
## BLUEBOOK$13,460                        NA         NA      NA       NA
## BLUEBOOK$13,480                        NA         NA      NA       NA
## BLUEBOOK$13,490                        NA         NA      NA       NA
## BLUEBOOK$13,520                  257181.2        NaN     NaN      NaN
## BLUEBOOK$13,540                        NA         NA      NA       NA
## BLUEBOOK$13,550                        NA         NA      NA       NA
## BLUEBOOK$13,570                        NA         NA      NA       NA
## BLUEBOOK$13,590                        NA         NA      NA       NA
## BLUEBOOK$13,610                        NA         NA      NA       NA
## BLUEBOOK$13,650                        NA         NA      NA       NA
## BLUEBOOK$13,670                        NA         NA      NA       NA
## BLUEBOOK$13,680                        NA         NA      NA       NA
## BLUEBOOK$13,730                        NA         NA      NA       NA
## BLUEBOOK$13,740                        NA         NA      NA       NA
## BLUEBOOK$13,760                        NA         NA      NA       NA
## BLUEBOOK$13,780                        NA         NA      NA       NA
## BLUEBOOK$13,810                        NA         NA      NA       NA
## BLUEBOOK$13,830                  -33245.0        NaN     NaN      NaN
## BLUEBOOK$13,840                        NA         NA      NA       NA
## BLUEBOOK$13,850                        NA         NA      NA       NA
## BLUEBOOK$13,870                        NA         NA      NA       NA
## BLUEBOOK$13,880                        NA         NA      NA       NA
## BLUEBOOK$13,890                   30852.0        NaN     NaN      NaN
## BLUEBOOK$13,900                  123504.4        NaN     NaN      NaN
## BLUEBOOK$13,920                        NA         NA      NA       NA
## BLUEBOOK$13,930                   75204.1        NaN     NaN      NaN
## BLUEBOOK$13,940                        NA         NA      NA       NA
## BLUEBOOK$13,950                        NA         NA      NA       NA
## BLUEBOOK$13,960                        NA         NA      NA       NA
## BLUEBOOK$13,990                        NA         NA      NA       NA
## BLUEBOOK$14,000                        NA         NA      NA       NA
## BLUEBOOK$14,030                        NA         NA      NA       NA
## BLUEBOOK$14,050                        NA         NA      NA       NA
## BLUEBOOK$14,060                        NA         NA      NA       NA
## BLUEBOOK$14,070                        NA         NA      NA       NA
## BLUEBOOK$14,080                 -104323.1        NaN     NaN      NaN
## BLUEBOOK$14,130                        NA         NA      NA       NA
## BLUEBOOK$14,140                        NA         NA      NA       NA
## BLUEBOOK$14,160                        NA         NA      NA       NA
## BLUEBOOK$14,170                        NA         NA      NA       NA
## BLUEBOOK$14,180                        NA         NA      NA       NA
## BLUEBOOK$14,200                        NA         NA      NA       NA
## BLUEBOOK$14,210                        NA         NA      NA       NA
## BLUEBOOK$14,240                        NA         NA      NA       NA
## BLUEBOOK$14,250                        NA         NA      NA       NA
## BLUEBOOK$14,260                        NA         NA      NA       NA
## BLUEBOOK$14,310                        NA         NA      NA       NA
## BLUEBOOK$14,320                        NA         NA      NA       NA
## BLUEBOOK$14,330                        NA         NA      NA       NA
## BLUEBOOK$14,340                    1414.0        NaN     NaN      NaN
## BLUEBOOK$14,350                        NA         NA      NA       NA
## BLUEBOOK$14,360                        NA         NA      NA       NA
## BLUEBOOK$14,410                        NA         NA      NA       NA
## BLUEBOOK$14,460                        NA         NA      NA       NA
## BLUEBOOK$14,500                  -37451.9        NaN     NaN      NaN
## BLUEBOOK$14,520                        NA         NA      NA       NA
## BLUEBOOK$14,550                        NA         NA      NA       NA
## BLUEBOOK$14,560                        NA         NA      NA       NA
## BLUEBOOK$14,580                        NA         NA      NA       NA
## BLUEBOOK$14,590                        NA         NA      NA       NA
## BLUEBOOK$14,610                        NA         NA      NA       NA
## BLUEBOOK$14,620                        NA         NA      NA       NA
## BLUEBOOK$14,640                        NA         NA      NA       NA
## BLUEBOOK$14,650                        NA         NA      NA       NA
## BLUEBOOK$14,660                        NA         NA      NA       NA
## BLUEBOOK$14,670                        NA         NA      NA       NA
## BLUEBOOK$14,680                        NA         NA      NA       NA
## BLUEBOOK$14,690                        NA         NA      NA       NA
## BLUEBOOK$14,760                        NA         NA      NA       NA
## BLUEBOOK$14,770                     491.0        NaN     NaN      NaN
## BLUEBOOK$14,780                        NA         NA      NA       NA
## BLUEBOOK$14,790                        NA         NA      NA       NA
## BLUEBOOK$14,810                        NA         NA      NA       NA
## BLUEBOOK$14,830                        NA         NA      NA       NA
## BLUEBOOK$14,850                        NA         NA      NA       NA
## BLUEBOOK$14,860                        NA         NA      NA       NA
## BLUEBOOK$14,870                        NA         NA      NA       NA
## BLUEBOOK$14,880                        NA         NA      NA       NA
## BLUEBOOK$14,900                  -26757.7        NaN     NaN      NaN
## BLUEBOOK$14,910                        NA         NA      NA       NA
## BLUEBOOK$14,920                        NA         NA      NA       NA
## BLUEBOOK$14,990                  -41222.7        NaN     NaN      NaN
## BLUEBOOK$15,020                        NA         NA      NA       NA
## BLUEBOOK$15,030                        NA         NA      NA       NA
## BLUEBOOK$15,040                        NA         NA      NA       NA
## BLUEBOOK$15,050                        NA         NA      NA       NA
## BLUEBOOK$15,070                  -84832.4        NaN     NaN      NaN
## BLUEBOOK$15,080                        NA         NA      NA       NA
## BLUEBOOK$15,090                    7677.8        NaN     NaN      NaN
## BLUEBOOK$15,100                        NA         NA      NA       NA
## BLUEBOOK$15,110                        NA         NA      NA       NA
## BLUEBOOK$15,120                        NA         NA      NA       NA
## BLUEBOOK$15,150                  -70500.5        NaN     NaN      NaN
## BLUEBOOK$15,180                        NA         NA      NA       NA
## BLUEBOOK$15,190                        NA         NA      NA       NA
## BLUEBOOK$15,210                        NA         NA      NA       NA
## BLUEBOOK$15,220                        NA         NA      NA       NA
## BLUEBOOK$15,250                        NA         NA      NA       NA
## BLUEBOOK$15,260                        NA         NA      NA       NA
## BLUEBOOK$15,270                        NA         NA      NA       NA
## BLUEBOOK$15,280                        NA         NA      NA       NA
## BLUEBOOK$15,310                        NA         NA      NA       NA
## BLUEBOOK$15,320                  -44248.4        NaN     NaN      NaN
## BLUEBOOK$15,330                        NA         NA      NA       NA
## BLUEBOOK$15,340                        NA         NA      NA       NA
## BLUEBOOK$15,350                        NA         NA      NA       NA
## BLUEBOOK$15,360                        NA         NA      NA       NA
## BLUEBOOK$15,370                  201001.9        NaN     NaN      NaN
## BLUEBOOK$15,380                        NA         NA      NA       NA
## BLUEBOOK$15,390                        NA         NA      NA       NA
## BLUEBOOK$15,420                        NA         NA      NA       NA
## BLUEBOOK$15,440                        NA         NA      NA       NA
## BLUEBOOK$15,470                  -83440.9        NaN     NaN      NaN
## BLUEBOOK$15,480                        NA         NA      NA       NA
## BLUEBOOK$15,500                        NA         NA      NA       NA
## BLUEBOOK$15,550                        NA         NA      NA       NA
## BLUEBOOK$15,570                  -15123.6        NaN     NaN      NaN
## BLUEBOOK$15,610                  141217.7        NaN     NaN      NaN
## BLUEBOOK$15,640                        NA         NA      NA       NA
## BLUEBOOK$15,670                        NA         NA      NA       NA
## BLUEBOOK$15,690                        NA         NA      NA       NA
## BLUEBOOK$15,700                        NA         NA      NA       NA
## BLUEBOOK$15,720                        NA         NA      NA       NA
## BLUEBOOK$15,750                        NA         NA      NA       NA
## BLUEBOOK$15,760                        NA         NA      NA       NA
## BLUEBOOK$15,770                        NA         NA      NA       NA
## BLUEBOOK$15,810                        NA         NA      NA       NA
## BLUEBOOK$15,820                        NA         NA      NA       NA
## BLUEBOOK$15,860                        NA         NA      NA       NA
## BLUEBOOK$15,870                        NA         NA      NA       NA
## BLUEBOOK$15,890                        NA         NA      NA       NA
## BLUEBOOK$15,930                        NA         NA      NA       NA
## BLUEBOOK$15,940                        NA         NA      NA       NA
## BLUEBOOK$15,950                        NA         NA      NA       NA
## BLUEBOOK$15,960                  -40096.9        NaN     NaN      NaN
## BLUEBOOK$15,980                        NA         NA      NA       NA
## BLUEBOOK$15,990                  135662.4        NaN     NaN      NaN
## BLUEBOOK$16,020                        NA         NA      NA       NA
## BLUEBOOK$16,030                        NA         NA      NA       NA
## BLUEBOOK$16,050                        NA         NA      NA       NA
## BLUEBOOK$16,060                        NA         NA      NA       NA
## BLUEBOOK$16,070                        NA         NA      NA       NA
## BLUEBOOK$16,080                        NA         NA      NA       NA
## BLUEBOOK$16,110                        NA         NA      NA       NA
## BLUEBOOK$16,140                        NA         NA      NA       NA
## BLUEBOOK$16,150                        NA         NA      NA       NA
## BLUEBOOK$16,200                        NA         NA      NA       NA
## BLUEBOOK$16,220                        NA         NA      NA       NA
## BLUEBOOK$16,230                        NA         NA      NA       NA
## BLUEBOOK$16,250                        NA         NA      NA       NA
## BLUEBOOK$16,260                        NA         NA      NA       NA
## BLUEBOOK$16,310                        NA         NA      NA       NA
## BLUEBOOK$16,320                        NA         NA      NA       NA
## BLUEBOOK$16,350                        NA         NA      NA       NA
## BLUEBOOK$16,360                        NA         NA      NA       NA
## BLUEBOOK$16,370                        NA         NA      NA       NA
## BLUEBOOK$16,380                        NA         NA      NA       NA
## BLUEBOOK$16,390                        NA         NA      NA       NA
## BLUEBOOK$16,400                        NA         NA      NA       NA
## BLUEBOOK$16,410                        NA         NA      NA       NA
## BLUEBOOK$16,420                        NA         NA      NA       NA
## BLUEBOOK$16,430                        NA         NA      NA       NA
## BLUEBOOK$16,450                        NA         NA      NA       NA
## BLUEBOOK$16,480                        NA         NA      NA       NA
## BLUEBOOK$16,500                        NA         NA      NA       NA
## BLUEBOOK$16,510                 -153242.7        NaN     NaN      NaN
## BLUEBOOK$16,530                        NA         NA      NA       NA
## BLUEBOOK$16,540                        NA         NA      NA       NA
## BLUEBOOK$16,560                        NA         NA      NA       NA
## BLUEBOOK$16,570                        NA         NA      NA       NA
## BLUEBOOK$16,610                  -70598.4        NaN     NaN      NaN
## BLUEBOOK$16,670                   73919.0        NaN     NaN      NaN
## BLUEBOOK$16,700                        NA         NA      NA       NA
## BLUEBOOK$16,710                        NA         NA      NA       NA
## BLUEBOOK$16,720                        NA         NA      NA       NA
## BLUEBOOK$16,730                   -3944.2        NaN     NaN      NaN
## BLUEBOOK$16,760                        NA         NA      NA       NA
## BLUEBOOK$16,780                        NA         NA      NA       NA
## BLUEBOOK$16,790                        NA         NA      NA       NA
## BLUEBOOK$16,810                        NA         NA      NA       NA
## BLUEBOOK$16,850                        NA         NA      NA       NA
## BLUEBOOK$16,880                   40082.3        NaN     NaN      NaN
## BLUEBOOK$16,920                        NA         NA      NA       NA
## BLUEBOOK$16,940                        NA         NA      NA       NA
## BLUEBOOK$16,970                        NA         NA      NA       NA
## BLUEBOOK$16,980                        NA         NA      NA       NA
## BLUEBOOK$17,000                        NA         NA      NA       NA
## BLUEBOOK$17,020                        NA         NA      NA       NA
## BLUEBOOK$17,030                        NA         NA      NA       NA
## BLUEBOOK$17,050                  116218.0        NaN     NaN      NaN
## BLUEBOOK$17,110                        NA         NA      NA       NA
## BLUEBOOK$17,130                        NA         NA      NA       NA
## BLUEBOOK$17,140                        NA         NA      NA       NA
## BLUEBOOK$17,160                        NA         NA      NA       NA
## BLUEBOOK$17,190                 -184124.2        NaN     NaN      NaN
## BLUEBOOK$17,200                        NA         NA      NA       NA
## BLUEBOOK$17,220                  -17231.3        NaN     NaN      NaN
## BLUEBOOK$17,260                        NA         NA      NA       NA
## BLUEBOOK$17,270                        NA         NA      NA       NA
## BLUEBOOK$17,280                        NA         NA      NA       NA
## BLUEBOOK$17,290                        NA         NA      NA       NA
## BLUEBOOK$17,310                        NA         NA      NA       NA
## BLUEBOOK$17,350                        NA         NA      NA       NA
## BLUEBOOK$17,360                        NA         NA      NA       NA
## BLUEBOOK$17,370                        NA         NA      NA       NA
## BLUEBOOK$17,380                  134581.2        NaN     NaN      NaN
## BLUEBOOK$17,400                        NA         NA      NA       NA
## BLUEBOOK$17,430                        NA         NA      NA       NA
## BLUEBOOK$17,450                        NA         NA      NA       NA
## BLUEBOOK$17,480                        NA         NA      NA       NA
## BLUEBOOK$17,500                        NA         NA      NA       NA
## BLUEBOOK$17,520                        NA         NA      NA       NA
## BLUEBOOK$17,540                        NA         NA      NA       NA
## BLUEBOOK$17,560                        NA         NA      NA       NA
## BLUEBOOK$17,570                        NA         NA      NA       NA
## BLUEBOOK$17,590                        NA         NA      NA       NA
## BLUEBOOK$17,600                   76113.4        NaN     NaN      NaN
## BLUEBOOK$17,630                        NA         NA      NA       NA
## BLUEBOOK$17,650                  186919.8        NaN     NaN      NaN
## BLUEBOOK$17,680                  -45960.9        NaN     NaN      NaN
## BLUEBOOK$17,690                        NA         NA      NA       NA
## BLUEBOOK$17,700                  262327.4        NaN     NaN      NaN
## BLUEBOOK$17,710                        NA         NA      NA       NA
## BLUEBOOK$17,730                        NA         NA      NA       NA
## BLUEBOOK$17,740                        NA         NA      NA       NA
## BLUEBOOK$17,750                        NA         NA      NA       NA
## BLUEBOOK$17,760                        NA         NA      NA       NA
## BLUEBOOK$17,790                        NA         NA      NA       NA
## BLUEBOOK$17,800                        NA         NA      NA       NA
## BLUEBOOK$17,840                        NA         NA      NA       NA
## BLUEBOOK$17,850                        NA         NA      NA       NA
## BLUEBOOK$17,860                        NA         NA      NA       NA
## BLUEBOOK$17,890                  -87497.8        NaN     NaN      NaN
## BLUEBOOK$17,930                 -116063.5        NaN     NaN      NaN
## BLUEBOOK$17,940                        NA         NA      NA       NA
## BLUEBOOK$17,960                        NA         NA      NA       NA
## BLUEBOOK$17,970                        NA         NA      NA       NA
## BLUEBOOK$17,980                        NA         NA      NA       NA
## BLUEBOOK$18,040                        NA         NA      NA       NA
## BLUEBOOK$18,050                        NA         NA      NA       NA
## BLUEBOOK$18,060                        NA         NA      NA       NA
## BLUEBOOK$18,070                        NA         NA      NA       NA
## BLUEBOOK$18,080                        NA         NA      NA       NA
## BLUEBOOK$18,090                        NA         NA      NA       NA
## BLUEBOOK$18,100                        NA         NA      NA       NA
## BLUEBOOK$18,110                        NA         NA      NA       NA
## BLUEBOOK$18,120                        NA         NA      NA       NA
## BLUEBOOK$18,130                        NA         NA      NA       NA
## BLUEBOOK$18,150                    2473.0        NaN     NaN      NaN
## BLUEBOOK$18,180                        NA         NA      NA       NA
## BLUEBOOK$18,210                        NA         NA      NA       NA
## BLUEBOOK$18,240                        NA         NA      NA       NA
## BLUEBOOK$18,250                        NA         NA      NA       NA
## BLUEBOOK$18,270                        NA         NA      NA       NA
## BLUEBOOK$18,290                        NA         NA      NA       NA
## BLUEBOOK$18,300                        NA         NA      NA       NA
## BLUEBOOK$18,320                   59748.1        NaN     NaN      NaN
## BLUEBOOK$18,330                        NA         NA      NA       NA
## BLUEBOOK$18,350                        NA         NA      NA       NA
## BLUEBOOK$18,400                   -4042.2        NaN     NaN      NaN
## BLUEBOOK$18,430                 -277890.5        NaN     NaN      NaN
## BLUEBOOK$18,490                        NA         NA      NA       NA
## BLUEBOOK$18,500                        NA         NA      NA       NA
## BLUEBOOK$18,510                        NA         NA      NA       NA
## BLUEBOOK$18,530                  -91933.8        NaN     NaN      NaN
## BLUEBOOK$18,540                        NA         NA      NA       NA
## BLUEBOOK$18,560                        NA         NA      NA       NA
## BLUEBOOK$18,600                        NA         NA      NA       NA
## BLUEBOOK$18,610                        NA         NA      NA       NA
## BLUEBOOK$18,620                        NA         NA      NA       NA
## BLUEBOOK$18,640                        NA         NA      NA       NA
## BLUEBOOK$18,680                        NA         NA      NA       NA
## BLUEBOOK$18,690                        NA         NA      NA       NA
## BLUEBOOK$18,700                 -248542.7        NaN     NaN      NaN
## BLUEBOOK$18,710                        NA         NA      NA       NA
## BLUEBOOK$18,730                        NA         NA      NA       NA
## BLUEBOOK$18,760                        NA         NA      NA       NA
## BLUEBOOK$18,770                        NA         NA      NA       NA
## BLUEBOOK$18,780                        NA         NA      NA       NA
## BLUEBOOK$18,790                        NA         NA      NA       NA
## BLUEBOOK$18,810                        NA         NA      NA       NA
## BLUEBOOK$18,820                        NA         NA      NA       NA
## BLUEBOOK$18,850                        NA         NA      NA       NA
## BLUEBOOK$18,870                        NA         NA      NA       NA
## BLUEBOOK$18,880                        NA         NA      NA       NA
## BLUEBOOK$18,900                        NA         NA      NA       NA
## BLUEBOOK$18,910                        NA         NA      NA       NA
## BLUEBOOK$18,960                        NA         NA      NA       NA
## BLUEBOOK$18,990                        NA         NA      NA       NA
## BLUEBOOK$19,010                  -40793.8        NaN     NaN      NaN
## BLUEBOOK$19,030                        NA         NA      NA       NA
## BLUEBOOK$19,050                        NA         NA      NA       NA
## BLUEBOOK$19,090                        NA         NA      NA       NA
## BLUEBOOK$19,120                        NA         NA      NA       NA
## BLUEBOOK$19,130                        NA         NA      NA       NA
## BLUEBOOK$19,150                        NA         NA      NA       NA
## BLUEBOOK$19,190                        NA         NA      NA       NA
## BLUEBOOK$19,210                        NA         NA      NA       NA
## BLUEBOOK$19,240                        NA         NA      NA       NA
## BLUEBOOK$19,260                        NA         NA      NA       NA
## BLUEBOOK$19,300                        NA         NA      NA       NA
## BLUEBOOK$19,310                        NA         NA      NA       NA
## BLUEBOOK$19,380                        NA         NA      NA       NA
## BLUEBOOK$19,390                        NA         NA      NA       NA
## BLUEBOOK$19,400                        NA         NA      NA       NA
## BLUEBOOK$19,410                        NA         NA      NA       NA
## BLUEBOOK$19,430                        NA         NA      NA       NA
## BLUEBOOK$19,460                        NA         NA      NA       NA
## BLUEBOOK$19,470                  -91162.8        NaN     NaN      NaN
## BLUEBOOK$19,500                        NA         NA      NA       NA
## BLUEBOOK$19,510                        NA         NA      NA       NA
## BLUEBOOK$19,540                        NA         NA      NA       NA
## BLUEBOOK$19,550                   66988.5        NaN     NaN      NaN
## BLUEBOOK$19,560                        NA         NA      NA       NA
## BLUEBOOK$19,610                        NA         NA      NA       NA
## BLUEBOOK$19,620                        NA         NA      NA       NA
## BLUEBOOK$19,630                    4889.5        NaN     NaN      NaN
## BLUEBOOK$19,680                        NA         NA      NA       NA
## BLUEBOOK$19,700                  -45750.7        NaN     NaN      NaN
## BLUEBOOK$19,710                        NA         NA      NA       NA
## BLUEBOOK$19,810                        NA         NA      NA       NA
## BLUEBOOK$19,820                        NA         NA      NA       NA
## BLUEBOOK$19,830                        NA         NA      NA       NA
## BLUEBOOK$19,840                        NA         NA      NA       NA
## BLUEBOOK$19,860                        NA         NA      NA       NA
## BLUEBOOK$19,880                        NA         NA      NA       NA
## BLUEBOOK$19,900                        NA         NA      NA       NA
## BLUEBOOK$19,920                        NA         NA      NA       NA
## BLUEBOOK$19,950                        NA         NA      NA       NA
## BLUEBOOK$19,960                        NA         NA      NA       NA
## BLUEBOOK$19,970                        NA         NA      NA       NA
## BLUEBOOK$19,980                        NA         NA      NA       NA
## BLUEBOOK$19,990                        NA         NA      NA       NA
## BLUEBOOK$2,070                         NA         NA      NA       NA
## BLUEBOOK$2,160                         NA         NA      NA       NA
## BLUEBOOK$2,190                         NA         NA      NA       NA
## BLUEBOOK$2,270                         NA         NA      NA       NA
## BLUEBOOK$2,330                         NA         NA      NA       NA
## BLUEBOOK$2,340                         NA         NA      NA       NA
## BLUEBOOK$2,440                         NA         NA      NA       NA
## BLUEBOOK$2,450                         NA         NA      NA       NA
## BLUEBOOK$2,590                         NA         NA      NA       NA
## BLUEBOOK$2,670                         NA         NA      NA       NA
## BLUEBOOK$2,680                         NA         NA      NA       NA
## BLUEBOOK$2,690                         NA         NA      NA       NA
## BLUEBOOK$2,720                         NA         NA      NA       NA
## BLUEBOOK$2,750                    37539.3        NaN     NaN      NaN
## BLUEBOOK$2,920                         NA         NA      NA       NA
## BLUEBOOK$2,930                         NA         NA      NA       NA
## BLUEBOOK$20,010                        NA         NA      NA       NA
## BLUEBOOK$20,040                        NA         NA      NA       NA
## BLUEBOOK$20,090                        NA         NA      NA       NA
## BLUEBOOK$20,100                        NA         NA      NA       NA
## BLUEBOOK$20,110                        NA         NA      NA       NA
## BLUEBOOK$20,120                        NA         NA      NA       NA
## BLUEBOOK$20,140                        NA         NA      NA       NA
## BLUEBOOK$20,150                        NA         NA      NA       NA
## BLUEBOOK$20,180                        NA         NA      NA       NA
## BLUEBOOK$20,200                        NA         NA      NA       NA
## BLUEBOOK$20,210                        NA         NA      NA       NA
## BLUEBOOK$20,260                        NA         NA      NA       NA
## BLUEBOOK$20,280                        NA         NA      NA       NA
## BLUEBOOK$20,320                        NA         NA      NA       NA
## BLUEBOOK$20,330                        NA         NA      NA       NA
## BLUEBOOK$20,350                        NA         NA      NA       NA
## BLUEBOOK$20,360                        NA         NA      NA       NA
## BLUEBOOK$20,390                        NA         NA      NA       NA
## BLUEBOOK$20,400                        NA         NA      NA       NA
## BLUEBOOK$20,410                        NA         NA      NA       NA
## BLUEBOOK$20,430                   57727.6        NaN     NaN      NaN
## BLUEBOOK$20,520                        NA         NA      NA       NA
## BLUEBOOK$20,540                        NA         NA      NA       NA
## BLUEBOOK$20,550                        NA         NA      NA       NA
## BLUEBOOK$20,580                        NA         NA      NA       NA
## BLUEBOOK$20,590                        NA         NA      NA       NA
## BLUEBOOK$20,610                        NA         NA      NA       NA
## BLUEBOOK$20,630                        NA         NA      NA       NA
## BLUEBOOK$20,710                        NA         NA      NA       NA
## BLUEBOOK$20,720                        NA         NA      NA       NA
## BLUEBOOK$20,730                        NA         NA      NA       NA
## BLUEBOOK$20,750                  -47715.9        NaN     NaN      NaN
## BLUEBOOK$20,770                        NA         NA      NA       NA
## BLUEBOOK$20,790                        NA         NA      NA       NA
## BLUEBOOK$20,800                        NA         NA      NA       NA
## BLUEBOOK$20,810                        NA         NA      NA       NA
## BLUEBOOK$20,830                        NA         NA      NA       NA
## BLUEBOOK$20,840                        NA         NA      NA       NA
## BLUEBOOK$20,850                        NA         NA      NA       NA
## BLUEBOOK$20,860                        NA         NA      NA       NA
## BLUEBOOK$20,870                        NA         NA      NA       NA
## BLUEBOOK$20,950                        NA         NA      NA       NA
## BLUEBOOK$21,020                        NA         NA      NA       NA
## BLUEBOOK$21,070                        NA         NA      NA       NA
## BLUEBOOK$21,090                        NA         NA      NA       NA
## BLUEBOOK$21,100                        NA         NA      NA       NA
## BLUEBOOK$21,170                        NA         NA      NA       NA
## BLUEBOOK$21,180                        NA         NA      NA       NA
## BLUEBOOK$21,190                        NA         NA      NA       NA
## BLUEBOOK$21,200                        NA         NA      NA       NA
## BLUEBOOK$21,270                        NA         NA      NA       NA
## BLUEBOOK$21,280                   97464.4        NaN     NaN      NaN
## BLUEBOOK$21,300                        NA         NA      NA       NA
## BLUEBOOK$21,340                   76888.2        NaN     NaN      NaN
## BLUEBOOK$21,360                        NA         NA      NA       NA
## BLUEBOOK$21,380                  115112.9        NaN     NaN      NaN
## BLUEBOOK$21,390                  172674.5        NaN     NaN      NaN
## BLUEBOOK$21,420                        NA         NA      NA       NA
## BLUEBOOK$21,430                        NA         NA      NA       NA
## BLUEBOOK$21,460                        NA         NA      NA       NA
## BLUEBOOK$21,480                        NA         NA      NA       NA
## BLUEBOOK$21,510                        NA         NA      NA       NA
## BLUEBOOK$21,520                        NA         NA      NA       NA
## BLUEBOOK$21,600                        NA         NA      NA       NA
## BLUEBOOK$21,620                 -138118.1        NaN     NaN      NaN
## BLUEBOOK$21,660                        NA         NA      NA       NA
## BLUEBOOK$21,670                        NA         NA      NA       NA
## BLUEBOOK$21,680                        NA         NA      NA       NA
## BLUEBOOK$21,690                        NA         NA      NA       NA
## BLUEBOOK$21,720                        NA         NA      NA       NA
## BLUEBOOK$21,740                        NA         NA      NA       NA
## BLUEBOOK$21,750                        NA         NA      NA       NA
## BLUEBOOK$21,760                        NA         NA      NA       NA
## BLUEBOOK$21,770                        NA         NA      NA       NA
## BLUEBOOK$21,820                        NA         NA      NA       NA
## BLUEBOOK$21,860                        NA         NA      NA       NA
## BLUEBOOK$21,880                        NA         NA      NA       NA
## BLUEBOOK$21,920                        NA         NA      NA       NA
## BLUEBOOK$21,930                        NA         NA      NA       NA
## BLUEBOOK$21,980                        NA         NA      NA       NA
## BLUEBOOK$21,990                        NA         NA      NA       NA
## BLUEBOOK$22,000                        NA         NA      NA       NA
## BLUEBOOK$22,010                        NA         NA      NA       NA
## BLUEBOOK$22,050                        NA         NA      NA       NA
## BLUEBOOK$22,060                        NA         NA      NA       NA
## BLUEBOOK$22,070                        NA         NA      NA       NA
## BLUEBOOK$22,110                        NA         NA      NA       NA
## BLUEBOOK$22,150                        NA         NA      NA       NA
## BLUEBOOK$22,160                 -119507.4        NaN     NaN      NaN
## BLUEBOOK$22,180                        NA         NA      NA       NA
## BLUEBOOK$22,200                        NA         NA      NA       NA
## BLUEBOOK$22,230                        NA         NA      NA       NA
## BLUEBOOK$22,310                        NA         NA      NA       NA
## BLUEBOOK$22,330                        NA         NA      NA       NA
## BLUEBOOK$22,340                        NA         NA      NA       NA
## BLUEBOOK$22,420                        NA         NA      NA       NA
## BLUEBOOK$22,430                  -31193.6        NaN     NaN      NaN
## BLUEBOOK$22,440                        NA         NA      NA       NA
## BLUEBOOK$22,450                        NA         NA      NA       NA
## BLUEBOOK$22,460                        NA         NA      NA       NA
## BLUEBOOK$22,480                        NA         NA      NA       NA
## BLUEBOOK$22,560                        NA         NA      NA       NA
## BLUEBOOK$22,610                        NA         NA      NA       NA
## BLUEBOOK$22,620                        NA         NA      NA       NA
## BLUEBOOK$22,680                        NA         NA      NA       NA
## BLUEBOOK$22,690                        NA         NA      NA       NA
## BLUEBOOK$22,720                        NA         NA      NA       NA
## BLUEBOOK$22,740                        NA         NA      NA       NA
## BLUEBOOK$22,780                        NA         NA      NA       NA
## BLUEBOOK$22,810                   59064.0        NaN     NaN      NaN
## BLUEBOOK$22,830                        NA         NA      NA       NA
## BLUEBOOK$22,860                  -57536.1        NaN     NaN      NaN
## BLUEBOOK$22,920                        NA         NA      NA       NA
## BLUEBOOK$22,930                        NA         NA      NA       NA
## BLUEBOOK$22,950                        NA         NA      NA       NA
## BLUEBOOK$22,960                        NA         NA      NA       NA
## BLUEBOOK$23,000                        NA         NA      NA       NA
## BLUEBOOK$23,020                        NA         NA      NA       NA
## BLUEBOOK$23,040                        NA         NA      NA       NA
## BLUEBOOK$23,050                        NA         NA      NA       NA
## BLUEBOOK$23,060                        NA         NA      NA       NA
## BLUEBOOK$23,110                        NA         NA      NA       NA
## BLUEBOOK$23,120                        NA         NA      NA       NA
## BLUEBOOK$23,170                        NA         NA      NA       NA
## BLUEBOOK$23,210                        NA         NA      NA       NA
## BLUEBOOK$23,250                        NA         NA      NA       NA
## BLUEBOOK$23,260                        NA         NA      NA       NA
## BLUEBOOK$23,270                        NA         NA      NA       NA
## BLUEBOOK$23,280                        NA         NA      NA       NA
## BLUEBOOK$23,320                        NA         NA      NA       NA
## BLUEBOOK$23,330                        NA         NA      NA       NA
## BLUEBOOK$23,340                        NA         NA      NA       NA
## BLUEBOOK$23,350                 -309589.4        NaN     NaN      NaN
## BLUEBOOK$23,360                        NA         NA      NA       NA
## BLUEBOOK$23,370                        NA         NA      NA       NA
## BLUEBOOK$23,380                        NA         NA      NA       NA
## BLUEBOOK$23,420                        NA         NA      NA       NA
## BLUEBOOK$23,450                        NA         NA      NA       NA
## BLUEBOOK$23,470                        NA         NA      NA       NA
## BLUEBOOK$23,520                        NA         NA      NA       NA
## BLUEBOOK$23,530                        NA         NA      NA       NA
## BLUEBOOK$23,550                        NA         NA      NA       NA
## BLUEBOOK$23,570                        NA         NA      NA       NA
## BLUEBOOK$23,590                        NA         NA      NA       NA
## BLUEBOOK$23,600                        NA         NA      NA       NA
## BLUEBOOK$23,610                        NA         NA      NA       NA
## BLUEBOOK$23,630                 -213608.3        NaN     NaN      NaN
## BLUEBOOK$23,650                        NA         NA      NA       NA
## BLUEBOOK$23,660                        NA         NA      NA       NA
## BLUEBOOK$23,690                        NA         NA      NA       NA
## BLUEBOOK$23,710                        NA         NA      NA       NA
## BLUEBOOK$23,740                        NA         NA      NA       NA
## BLUEBOOK$23,780                        NA         NA      NA       NA
## BLUEBOOK$23,790                        NA         NA      NA       NA
## BLUEBOOK$23,810                        NA         NA      NA       NA
## BLUEBOOK$23,830                        NA         NA      NA       NA
## BLUEBOOK$23,900                        NA         NA      NA       NA
## BLUEBOOK$23,910                        NA         NA      NA       NA
## BLUEBOOK$23,950                        NA         NA      NA       NA
## BLUEBOOK$23,970                        NA         NA      NA       NA
## BLUEBOOK$24,010                        NA         NA      NA       NA
## BLUEBOOK$24,020                  -46953.2        NaN     NaN      NaN
## BLUEBOOK$24,050                        NA         NA      NA       NA
## BLUEBOOK$24,060                        NA         NA      NA       NA
## BLUEBOOK$24,120                        NA         NA      NA       NA
## BLUEBOOK$24,130                        NA         NA      NA       NA
## BLUEBOOK$24,180                        NA         NA      NA       NA
## BLUEBOOK$24,280                        NA         NA      NA       NA
## BLUEBOOK$24,300                        NA         NA      NA       NA
## BLUEBOOK$24,340                  376723.5        NaN     NaN      NaN
## BLUEBOOK$24,370                        NA         NA      NA       NA
## BLUEBOOK$24,380                        NA         NA      NA       NA
## BLUEBOOK$24,450                        NA         NA      NA       NA
## BLUEBOOK$24,520                        NA         NA      NA       NA
## BLUEBOOK$24,560                  203980.8        NaN     NaN      NaN
## BLUEBOOK$24,580                        NA         NA      NA       NA
## BLUEBOOK$24,600                   32445.8        NaN     NaN      NaN
## BLUEBOOK$24,630                        NA         NA      NA       NA
## BLUEBOOK$24,660                        NA         NA      NA       NA
## BLUEBOOK$24,670                        NA         NA      NA       NA
## BLUEBOOK$24,680                        NA         NA      NA       NA
## BLUEBOOK$24,690                        NA         NA      NA       NA
## BLUEBOOK$24,710                        NA         NA      NA       NA
## BLUEBOOK$24,730                        NA         NA      NA       NA
## BLUEBOOK$24,770                        NA         NA      NA       NA
## BLUEBOOK$24,870                        NA         NA      NA       NA
## BLUEBOOK$24,890                        NA         NA      NA       NA
## BLUEBOOK$24,900                        NA         NA      NA       NA
## BLUEBOOK$24,910                        NA         NA      NA       NA
## BLUEBOOK$24,920                        NA         NA      NA       NA
## BLUEBOOK$24,950                        NA         NA      NA       NA
## BLUEBOOK$24,980                        NA         NA      NA       NA
## BLUEBOOK$25,020                  -86386.5        NaN     NaN      NaN
## BLUEBOOK$25,040                        NA         NA      NA       NA
## BLUEBOOK$25,090                        NA         NA      NA       NA
## BLUEBOOK$25,120                        NA         NA      NA       NA
## BLUEBOOK$25,240                        NA         NA      NA       NA
## BLUEBOOK$25,250                        NA         NA      NA       NA
## BLUEBOOK$25,280                  167159.3        NaN     NaN      NaN
## BLUEBOOK$25,310                        NA         NA      NA       NA
## BLUEBOOK$25,430                        NA         NA      NA       NA
## BLUEBOOK$25,510                        NA         NA      NA       NA
## BLUEBOOK$25,530                        NA         NA      NA       NA
## BLUEBOOK$25,580                        NA         NA      NA       NA
## BLUEBOOK$25,590                        NA         NA      NA       NA
## BLUEBOOK$25,640                        NA         NA      NA       NA
## BLUEBOOK$25,700                        NA         NA      NA       NA
## BLUEBOOK$25,730                        NA         NA      NA       NA
## BLUEBOOK$25,750                        NA         NA      NA       NA
## BLUEBOOK$25,760                        NA         NA      NA       NA
## BLUEBOOK$25,830                        NA         NA      NA       NA
## BLUEBOOK$25,850                        NA         NA      NA       NA
## BLUEBOOK$25,950                        NA         NA      NA       NA
## BLUEBOOK$25,960                        NA         NA      NA       NA
## BLUEBOOK$26,010                        NA         NA      NA       NA
## BLUEBOOK$26,020                        NA         NA      NA       NA
## BLUEBOOK$26,040                        NA         NA      NA       NA
## BLUEBOOK$26,180                        NA         NA      NA       NA
## BLUEBOOK$26,220                        NA         NA      NA       NA
## BLUEBOOK$26,280                        NA         NA      NA       NA
## BLUEBOOK$26,290                        NA         NA      NA       NA
## BLUEBOOK$26,310                        NA         NA      NA       NA
## BLUEBOOK$26,350                        NA         NA      NA       NA
## BLUEBOOK$26,370                        NA         NA      NA       NA
## BLUEBOOK$26,440                        NA         NA      NA       NA
## BLUEBOOK$26,470                        NA         NA      NA       NA
## BLUEBOOK$26,480                        NA         NA      NA       NA
## BLUEBOOK$26,520                        NA         NA      NA       NA
## BLUEBOOK$26,530                        NA         NA      NA       NA
## BLUEBOOK$26,550                        NA         NA      NA       NA
## BLUEBOOK$26,560                        NA         NA      NA       NA
## BLUEBOOK$26,570                        NA         NA      NA       NA
## BLUEBOOK$26,580                    4143.1        NaN     NaN      NaN
## BLUEBOOK$26,620                 -223671.9        NaN     NaN      NaN
## BLUEBOOK$26,630                        NA         NA      NA       NA
## BLUEBOOK$26,710                        NA         NA      NA       NA
## BLUEBOOK$26,780                        NA         NA      NA       NA
## BLUEBOOK$26,810                        NA         NA      NA       NA
## BLUEBOOK$26,860                        NA         NA      NA       NA
## BLUEBOOK$26,880                        NA         NA      NA       NA
## BLUEBOOK$26,900                        NA         NA      NA       NA
## BLUEBOOK$26,910                        NA         NA      NA       NA
## BLUEBOOK$26,920                        NA         NA      NA       NA
## BLUEBOOK$26,940                        NA         NA      NA       NA
## BLUEBOOK$26,980                        NA         NA      NA       NA
## BLUEBOOK$27,120                        NA         NA      NA       NA
## BLUEBOOK$27,140                        NA         NA      NA       NA
## BLUEBOOK$27,210                        NA         NA      NA       NA
## BLUEBOOK$27,240                        NA         NA      NA       NA
## BLUEBOOK$27,330                        NA         NA      NA       NA
## BLUEBOOK$27,360                        NA         NA      NA       NA
## BLUEBOOK$27,420                        NA         NA      NA       NA
## BLUEBOOK$27,450                        NA         NA      NA       NA
## BLUEBOOK$27,460                        NA         NA      NA       NA
## BLUEBOOK$27,520                        NA         NA      NA       NA
## BLUEBOOK$27,530                        NA         NA      NA       NA
## BLUEBOOK$27,570                        NA         NA      NA       NA
## BLUEBOOK$27,590                        NA         NA      NA       NA
## BLUEBOOK$27,620                        NA         NA      NA       NA
## BLUEBOOK$27,710                        NA         NA      NA       NA
## BLUEBOOK$27,770                        NA         NA      NA       NA
## BLUEBOOK$27,800                        NA         NA      NA       NA
## BLUEBOOK$27,830                        NA         NA      NA       NA
## BLUEBOOK$28,000                        NA         NA      NA       NA
## BLUEBOOK$28,090                        NA         NA      NA       NA
## BLUEBOOK$28,170                        NA         NA      NA       NA
## BLUEBOOK$28,190                        NA         NA      NA       NA
## BLUEBOOK$28,200                        NA         NA      NA       NA
## BLUEBOOK$28,260                        NA         NA      NA       NA
## BLUEBOOK$28,290                        NA         NA      NA       NA
## BLUEBOOK$28,330                        NA         NA      NA       NA
## BLUEBOOK$28,340                        NA         NA      NA       NA
## BLUEBOOK$28,370                        NA         NA      NA       NA
## BLUEBOOK$28,600                        NA         NA      NA       NA
## BLUEBOOK$28,620                 -348734.1        NaN     NaN      NaN
## BLUEBOOK$28,710                        NA         NA      NA       NA
## BLUEBOOK$28,740                        NA         NA      NA       NA
## BLUEBOOK$28,770                        NA         NA      NA       NA
## BLUEBOOK$28,800                        NA         NA      NA       NA
## BLUEBOOK$28,840                        NA         NA      NA       NA
## BLUEBOOK$28,870                        NA         NA      NA       NA
## BLUEBOOK$28,960                        NA         NA      NA       NA
## BLUEBOOK$29,220                        NA         NA      NA       NA
## BLUEBOOK$29,330                        NA         NA      NA       NA
## BLUEBOOK$29,370                        NA         NA      NA       NA
## BLUEBOOK$29,470                        NA         NA      NA       NA
## BLUEBOOK$29,540                        NA         NA      NA       NA
## BLUEBOOK$29,700                        NA         NA      NA       NA
## BLUEBOOK$29,850                        NA         NA      NA       NA
## BLUEBOOK$29,900                        NA         NA      NA       NA
## BLUEBOOK$3,030                         NA         NA      NA       NA
## BLUEBOOK$3,320                         NA         NA      NA       NA
## BLUEBOOK$3,350                         NA         NA      NA       NA
## BLUEBOOK$3,430                    12414.6        NaN     NaN      NaN
## BLUEBOOK$3,540                         NA         NA      NA       NA
## BLUEBOOK$3,560                         NA         NA      NA       NA
## BLUEBOOK$3,640                         NA         NA      NA       NA
## BLUEBOOK$3,680                         NA         NA      NA       NA
## BLUEBOOK$3,700                   245786.2        NaN     NaN      NaN
## BLUEBOOK$3,750                         NA         NA      NA       NA
## BLUEBOOK$3,770                         NA         NA      NA       NA
## BLUEBOOK$3,790                         NA         NA      NA       NA
## BLUEBOOK$3,800                         NA         NA      NA       NA
## BLUEBOOK$3,830                    67470.1        NaN     NaN      NaN
## BLUEBOOK$3,870                         NA         NA      NA       NA
## BLUEBOOK$3,900                    -2343.0        NaN     NaN      NaN
## BLUEBOOK$3,930                         NA         NA      NA       NA
## BLUEBOOK$3,950                         NA         NA      NA       NA
## BLUEBOOK$3,980                         NA         NA      NA       NA
## BLUEBOOK$30,050                        NA         NA      NA       NA
## BLUEBOOK$30,070                        NA         NA      NA       NA
## BLUEBOOK$30,190                        NA         NA      NA       NA
## BLUEBOOK$30,200                        NA         NA      NA       NA
## BLUEBOOK$30,260                        NA         NA      NA       NA
## BLUEBOOK$30,390                        NA         NA      NA       NA
## BLUEBOOK$30,580                        NA         NA      NA       NA
## BLUEBOOK$30,690                        NA         NA      NA       NA
## BLUEBOOK$30,790                        NA         NA      NA       NA
## BLUEBOOK$30,870                        NA         NA      NA       NA
## BLUEBOOK$31,000                        NA         NA      NA       NA
## BLUEBOOK$31,040                        NA         NA      NA       NA
## BLUEBOOK$31,210                        NA         NA      NA       NA
## BLUEBOOK$31,350                        NA         NA      NA       NA
## BLUEBOOK$31,380                        NA         NA      NA       NA
## BLUEBOOK$31,390                        NA         NA      NA       NA
## BLUEBOOK$31,440                        NA         NA      NA       NA
## BLUEBOOK$31,500                        NA         NA      NA       NA
## BLUEBOOK$31,510                        NA         NA      NA       NA
## BLUEBOOK$31,540                        NA         NA      NA       NA
## BLUEBOOK$31,570                        NA         NA      NA       NA
## BLUEBOOK$31,810                   24445.1        NaN     NaN      NaN
## BLUEBOOK$31,960                  131822.4        NaN     NaN      NaN
## BLUEBOOK$32,020                        NA         NA      NA       NA
## BLUEBOOK$32,040                        NA         NA      NA       NA
## BLUEBOOK$32,340                        NA         NA      NA       NA
## BLUEBOOK$32,430                        NA         NA      NA       NA
## BLUEBOOK$32,690                        NA         NA      NA       NA
## BLUEBOOK$32,880                        NA         NA      NA       NA
## BLUEBOOK$33,110                        NA         NA      NA       NA
## BLUEBOOK$33,220                        NA         NA      NA       NA
## BLUEBOOK$33,500                        NA         NA      NA       NA
## BLUEBOOK$33,510                        NA         NA      NA       NA
## BLUEBOOK$33,550                        NA         NA      NA       NA
## BLUEBOOK$33,760                        NA         NA      NA       NA
## BLUEBOOK$33,800                        NA         NA      NA       NA
## BLUEBOOK$33,910                        NA         NA      NA       NA
## BLUEBOOK$33,960                        NA         NA      NA       NA
## BLUEBOOK$34,210                        NA         NA      NA       NA
## BLUEBOOK$34,310                        NA         NA      NA       NA
## BLUEBOOK$34,380                        NA         NA      NA       NA
## BLUEBOOK$34,420                        NA         NA      NA       NA
## BLUEBOOK$34,450                        NA         NA      NA       NA
## BLUEBOOK$34,610                        NA         NA      NA       NA
## BLUEBOOK$34,640                        NA         NA      NA       NA
## BLUEBOOK$34,800                        NA         NA      NA       NA
## BLUEBOOK$34,880                        NA         NA      NA       NA
## BLUEBOOK$34,920                        NA         NA      NA       NA
## BLUEBOOK$35,270                        NA         NA      NA       NA
## BLUEBOOK$35,500                        NA         NA      NA       NA
## BLUEBOOK$35,520                        NA         NA      NA       NA
## BLUEBOOK$35,990                        NA         NA      NA       NA
## BLUEBOOK$36,080                        NA         NA      NA       NA
## BLUEBOOK$36,330                        NA         NA      NA       NA
## BLUEBOOK$36,350                        NA         NA      NA       NA
## BLUEBOOK$36,390                        NA         NA      NA       NA
## BLUEBOOK$36,440                        NA         NA      NA       NA
## BLUEBOOK$36,690                        NA         NA      NA       NA
## BLUEBOOK$36,980                        NA         NA      NA       NA
## BLUEBOOK$37,070                        NA         NA      NA       NA
## BLUEBOOK$37,130                        NA         NA      NA       NA
## BLUEBOOK$37,180                        NA         NA      NA       NA
## BLUEBOOK$37,550                        NA         NA      NA       NA
## BLUEBOOK$37,670                        NA         NA      NA       NA
## BLUEBOOK$37,720                        NA         NA      NA       NA
## BLUEBOOK$37,810                        NA         NA      NA       NA
## BLUEBOOK$38,200                        NA         NA      NA       NA
## BLUEBOOK$38,290                        NA         NA      NA       NA
## BLUEBOOK$38,500                        NA         NA      NA       NA
## BLUEBOOK$38,900                        NA         NA      NA       NA
## BLUEBOOK$39,130                        NA         NA      NA       NA
## BLUEBOOK$39,540                        NA         NA      NA       NA
## BLUEBOOK$4,000                   273571.6        NaN     NaN      NaN
## BLUEBOOK$4,010                         NA         NA      NA       NA
## BLUEBOOK$4,050                         NA         NA      NA       NA
## BLUEBOOK$4,090                         NA         NA      NA       NA
## BLUEBOOK$4,100                   274877.5        NaN     NaN      NaN
## BLUEBOOK$4,120                   225605.5        NaN     NaN      NaN
## BLUEBOOK$4,190                         NA         NA      NA       NA
## BLUEBOOK$4,200                   231489.7        NaN     NaN      NaN
## BLUEBOOK$4,210                         NA         NA      NA       NA
## BLUEBOOK$4,230                  -194149.4        NaN     NaN      NaN
## BLUEBOOK$4,270                         NA         NA      NA       NA
## BLUEBOOK$4,300                    30874.8        NaN     NaN      NaN
## BLUEBOOK$4,320                         NA         NA      NA       NA
## BLUEBOOK$4,340                         NA         NA      NA       NA
## BLUEBOOK$4,380                         NA         NA      NA       NA
## BLUEBOOK$4,500                    87728.7        NaN     NaN      NaN
## BLUEBOOK$4,580                         NA         NA      NA       NA
## BLUEBOOK$4,600                    48633.6        NaN     NaN      NaN
## BLUEBOOK$4,610                         NA         NA      NA       NA
## BLUEBOOK$4,630                         NA         NA      NA       NA
## BLUEBOOK$4,680                         NA         NA      NA       NA
## BLUEBOOK$4,700                         NA         NA      NA       NA
## BLUEBOOK$4,740                         NA         NA      NA       NA
## BLUEBOOK$4,750                   -14497.4        NaN     NaN      NaN
## BLUEBOOK$4,780                         NA         NA      NA       NA
## BLUEBOOK$4,790                         NA         NA      NA       NA
## BLUEBOOK$4,800                   112559.8        NaN     NaN      NaN
## BLUEBOOK$4,850                         NA         NA      NA       NA
## BLUEBOOK$4,900                   157335.3        NaN     NaN      NaN
## BLUEBOOK$4,950                    52454.3        NaN     NaN      NaN
## BLUEBOOK$4,960                         NA         NA      NA       NA
## BLUEBOOK$4,980                         NA         NA      NA       NA
## BLUEBOOK$40,100                  -15562.5        NaN     NaN      NaN
## BLUEBOOK$40,520                        NA         NA      NA       NA
## BLUEBOOK$41,440                        NA         NA      NA       NA
## BLUEBOOK$41,470                  104003.4        NaN     NaN      NaN
## BLUEBOOK$41,570                        NA         NA      NA       NA
## BLUEBOOK$42,170                        NA         NA      NA       NA
## BLUEBOOK$42,550                        NA         NA      NA       NA
## BLUEBOOK$43,280                        NA         NA      NA       NA
## BLUEBOOK$44,130                        NA         NA      NA       NA
## BLUEBOOK$44,250                        NA         NA      NA       NA
## BLUEBOOK$44,590                        NA         NA      NA       NA
## BLUEBOOK$45,360                        NA         NA      NA       NA
## BLUEBOOK$48,380                        NA         NA      NA       NA
## BLUEBOOK$5,000                         NA         NA      NA       NA
## BLUEBOOK$5,020                         NA         NA      NA       NA
## BLUEBOOK$5,060                         NA         NA      NA       NA
## BLUEBOOK$5,080                  -237809.6        NaN     NaN      NaN
## BLUEBOOK$5,100                   117615.1        NaN     NaN      NaN
## BLUEBOOK$5,120                         NA         NA      NA       NA
## BLUEBOOK$5,130                         NA         NA      NA       NA
## BLUEBOOK$5,160                         NA         NA      NA       NA
## BLUEBOOK$5,200                   278953.9        NaN     NaN      NaN
## BLUEBOOK$5,220                         NA         NA      NA       NA
## BLUEBOOK$5,260                   184725.2        NaN     NaN      NaN
## BLUEBOOK$5,300                   130879.9        NaN     NaN      NaN
## BLUEBOOK$5,320                         NA         NA      NA       NA
## BLUEBOOK$5,330                         NA         NA      NA       NA
## BLUEBOOK$5,340                         NA         NA      NA       NA
## BLUEBOOK$5,370                         NA         NA      NA       NA
## BLUEBOOK$5,390                         NA         NA      NA       NA
## BLUEBOOK$5,400                    54293.1        NaN     NaN      NaN
## BLUEBOOK$5,430                         NA         NA      NA       NA
## BLUEBOOK$5,450                         NA         NA      NA       NA
## BLUEBOOK$5,460                         NA         NA      NA       NA
## BLUEBOOK$5,470                         NA         NA      NA       NA
## BLUEBOOK$5,480                         NA         NA      NA       NA
## BLUEBOOK$5,500                    16696.3        NaN     NaN      NaN
## BLUEBOOK$5,510                         NA         NA      NA       NA
## BLUEBOOK$5,530                         NA         NA      NA       NA
## BLUEBOOK$5,540                         NA         NA      NA       NA
## BLUEBOOK$5,560                         NA         NA      NA       NA
## BLUEBOOK$5,570                         NA         NA      NA       NA
## BLUEBOOK$5,580                         NA         NA      NA       NA
## BLUEBOOK$5,590                         NA         NA      NA       NA
## BLUEBOOK$5,600                         NA         NA      NA       NA
## BLUEBOOK$5,620                         NA         NA      NA       NA
## BLUEBOOK$5,670                         NA         NA      NA       NA
## BLUEBOOK$5,680                         NA         NA      NA       NA
## BLUEBOOK$5,700                  -120720.1        NaN     NaN      NaN
## BLUEBOOK$5,720                         NA         NA      NA       NA
## BLUEBOOK$5,730                    62675.9        NaN     NaN      NaN
## BLUEBOOK$5,740                         NA         NA      NA       NA
## BLUEBOOK$5,760                         NA         NA      NA       NA
## BLUEBOOK$5,800                    41242.9        NaN     NaN      NaN
## BLUEBOOK$5,820                         NA         NA      NA       NA
## BLUEBOOK$5,840                         NA         NA      NA       NA
## BLUEBOOK$5,850                         NA         NA      NA       NA
## BLUEBOOK$5,900                   -28885.5        NaN     NaN      NaN
## BLUEBOOK$5,920                    58476.0        NaN     NaN      NaN
## BLUEBOOK$5,930                         NA         NA      NA       NA
## BLUEBOOK$5,950                   196302.8        NaN     NaN      NaN
## BLUEBOOK$5,990                    75282.8        NaN     NaN      NaN
## BLUEBOOK$50,970                        NA         NA      NA       NA
## BLUEBOOK$57,970                        NA         NA      NA       NA
## BLUEBOOK$6,000                  -103649.4        NaN     NaN      NaN
## BLUEBOOK$6,040                         NA         NA      NA       NA
## BLUEBOOK$6,050                         NA         NA      NA       NA
## BLUEBOOK$6,080                         NA         NA      NA       NA
## BLUEBOOK$6,090                         NA         NA      NA       NA
## BLUEBOOK$6,100                   -24920.0        NaN     NaN      NaN
## BLUEBOOK$6,130                   145842.6        NaN     NaN      NaN
## BLUEBOOK$6,140                         NA         NA      NA       NA
## BLUEBOOK$6,180                         NA         NA      NA       NA
## BLUEBOOK$6,190                         NA         NA      NA       NA
## BLUEBOOK$6,200                     7524.2        NaN     NaN      NaN
## BLUEBOOK$6,210                         NA         NA      NA       NA
## BLUEBOOK$6,220                         NA         NA      NA       NA
## BLUEBOOK$6,240                         NA         NA      NA       NA
## BLUEBOOK$6,300                  -253297.2        NaN     NaN      NaN
## BLUEBOOK$6,350                         NA         NA      NA       NA
## BLUEBOOK$6,360                         NA         NA      NA       NA
## BLUEBOOK$6,380                         NA         NA      NA       NA
## BLUEBOOK$6,390                         NA         NA      NA       NA
## BLUEBOOK$6,400                   -65986.5        NaN     NaN      NaN
## BLUEBOOK$6,410                         NA         NA      NA       NA
## BLUEBOOK$6,420                    99494.0        NaN     NaN      NaN
## BLUEBOOK$6,430                         NA         NA      NA       NA
## BLUEBOOK$6,440                         NA         NA      NA       NA
## BLUEBOOK$6,450                         NA         NA      NA       NA
## BLUEBOOK$6,460                         NA         NA      NA       NA
## BLUEBOOK$6,480                         NA         NA      NA       NA
## BLUEBOOK$6,500                         NA         NA      NA       NA
## BLUEBOOK$6,520                         NA         NA      NA       NA
## BLUEBOOK$6,550                         NA         NA      NA       NA
## BLUEBOOK$6,570                   138321.0        NaN     NaN      NaN
## BLUEBOOK$6,580                   -61875.3        NaN     NaN      NaN
## BLUEBOOK$6,600                   -79456.5        NaN     NaN      NaN
## BLUEBOOK$6,620                         NA         NA      NA       NA
## BLUEBOOK$6,640                   -47969.1        NaN     NaN      NaN
## BLUEBOOK$6,650                         NA         NA      NA       NA
## BLUEBOOK$6,690                  -174733.7        NaN     NaN      NaN
## BLUEBOOK$6,700                   -70326.8        NaN     NaN      NaN
## BLUEBOOK$6,710                         NA         NA      NA       NA
## BLUEBOOK$6,720                   126568.1        NaN     NaN      NaN
## BLUEBOOK$6,730                         NA         NA      NA       NA
## BLUEBOOK$6,750                         NA         NA      NA       NA
## BLUEBOOK$6,780                         NA         NA      NA       NA
## BLUEBOOK$6,790                         NA         NA      NA       NA
## BLUEBOOK$6,800                         NA         NA      NA       NA
## BLUEBOOK$6,830                         NA         NA      NA       NA
## BLUEBOOK$6,850                         NA         NA      NA       NA
## BLUEBOOK$6,880                         NA         NA      NA       NA
## BLUEBOOK$6,900                   -56800.6        NaN     NaN      NaN
## BLUEBOOK$6,920                         NA         NA      NA       NA
## BLUEBOOK$6,930                         NA         NA      NA       NA
## BLUEBOOK$6,950                         NA         NA      NA       NA
## BLUEBOOK$6,960                         NA         NA      NA       NA
## BLUEBOOK$6,970                         NA         NA      NA       NA
## BLUEBOOK$6,990                         NA         NA      NA       NA
## BLUEBOOK$62,240                        NA         NA      NA       NA
## BLUEBOOK$7,000                         NA         NA      NA       NA
## BLUEBOOK$7,020                         NA         NA      NA       NA
## BLUEBOOK$7,030                         NA         NA      NA       NA
## BLUEBOOK$7,040                         NA         NA      NA       NA
## BLUEBOOK$7,060                         NA         NA      NA       NA
## BLUEBOOK$7,070                         NA         NA      NA       NA
## BLUEBOOK$7,080                         NA         NA      NA       NA
## BLUEBOOK$7,100                  -118640.1        NaN     NaN      NaN
## BLUEBOOK$7,130                         NA         NA      NA       NA
## BLUEBOOK$7,160                         NA         NA      NA       NA
## BLUEBOOK$7,180                         NA         NA      NA       NA
## BLUEBOOK$7,200                  -229408.5        NaN     NaN      NaN
## BLUEBOOK$7,210                         NA         NA      NA       NA
## BLUEBOOK$7,230                         NA         NA      NA       NA
## BLUEBOOK$7,250                         NA         NA      NA       NA
## BLUEBOOK$7,270                   118113.4        NaN     NaN      NaN
## BLUEBOOK$7,280                         NA         NA      NA       NA
## BLUEBOOK$7,300                   -71147.5        NaN     NaN      NaN
## BLUEBOOK$7,310                         NA         NA      NA       NA
## BLUEBOOK$7,320                         NA         NA      NA       NA
## BLUEBOOK$7,350                    72461.1        NaN     NaN      NaN
## BLUEBOOK$7,370                         NA         NA      NA       NA
## BLUEBOOK$7,380                    39418.4        NaN     NaN      NaN
## BLUEBOOK$7,390                         NA         NA      NA       NA
## BLUEBOOK$7,400                         NA         NA      NA       NA
## BLUEBOOK$7,410                   135018.9        NaN     NaN      NaN
## BLUEBOOK$7,420                         NA         NA      NA       NA
## BLUEBOOK$7,440                         NA         NA      NA       NA
## BLUEBOOK$7,460                         NA         NA      NA       NA
## BLUEBOOK$7,470                    46325.2        NaN     NaN      NaN
## BLUEBOOK$7,500                  -294576.5        NaN     NaN      NaN
## BLUEBOOK$7,510                         NA         NA      NA       NA
## BLUEBOOK$7,520                         NA         NA      NA       NA
## BLUEBOOK$7,530                         NA         NA      NA       NA
## BLUEBOOK$7,550                         NA         NA      NA       NA
## BLUEBOOK$7,590                         NA         NA      NA       NA
## BLUEBOOK$7,600                         NA         NA      NA       NA
## BLUEBOOK$7,620                         NA         NA      NA       NA
## BLUEBOOK$7,640                         NA         NA      NA       NA
## BLUEBOOK$7,650                         NA         NA      NA       NA
## BLUEBOOK$7,660                         NA         NA      NA       NA
## BLUEBOOK$7,670                         NA         NA      NA       NA
## BLUEBOOK$7,700                         NA         NA      NA       NA
## BLUEBOOK$7,720                         NA         NA      NA       NA
## BLUEBOOK$7,730                         NA         NA      NA       NA
## BLUEBOOK$7,750                         NA         NA      NA       NA
## BLUEBOOK$7,760                         NA         NA      NA       NA
## BLUEBOOK$7,770                    41884.7        NaN     NaN      NaN
## BLUEBOOK$7,780                         NA         NA      NA       NA
## BLUEBOOK$7,790                         NA         NA      NA       NA
## BLUEBOOK$7,800                         NA         NA      NA       NA
## BLUEBOOK$7,810                   159531.0        NaN     NaN      NaN
## BLUEBOOK$7,820                         NA         NA      NA       NA
## BLUEBOOK$7,860                         NA         NA      NA       NA
## BLUEBOOK$7,880                         NA         NA      NA       NA
## BLUEBOOK$7,900                  -195826.7        NaN     NaN      NaN
## BLUEBOOK$7,910                         NA         NA      NA       NA
## BLUEBOOK$7,920                         NA         NA      NA       NA
## BLUEBOOK$7,930                         NA         NA      NA       NA
## BLUEBOOK$7,940                         NA         NA      NA       NA
## BLUEBOOK$7,950                         NA         NA      NA       NA
## BLUEBOOK$7,960                         NA         NA      NA       NA
## BLUEBOOK$8,000                         NA         NA      NA       NA
## BLUEBOOK$8,020                         NA         NA      NA       NA
## BLUEBOOK$8,030                    33556.1        NaN     NaN      NaN
## BLUEBOOK$8,060                         NA         NA      NA       NA
## BLUEBOOK$8,080                         NA         NA      NA       NA
## BLUEBOOK$8,090                   160368.5        NaN     NaN      NaN
## BLUEBOOK$8,110                    58009.6        NaN     NaN      NaN
## BLUEBOOK$8,130                         NA         NA      NA       NA
## BLUEBOOK$8,140                         NA         NA      NA       NA
## BLUEBOOK$8,150                         NA         NA      NA       NA
## BLUEBOOK$8,160                         NA         NA      NA       NA
## BLUEBOOK$8,190                         NA         NA      NA       NA
## BLUEBOOK$8,200                  -235494.7        NaN     NaN      NaN
## BLUEBOOK$8,260                         NA         NA      NA       NA
## BLUEBOOK$8,270                    31713.7        NaN     NaN      NaN
## BLUEBOOK$8,290                         NA         NA      NA       NA
## BLUEBOOK$8,310                         NA         NA      NA       NA
## BLUEBOOK$8,330                         NA         NA      NA       NA
## BLUEBOOK$8,350                         NA         NA      NA       NA
## BLUEBOOK$8,360                   186752.9        NaN     NaN      NaN
## BLUEBOOK$8,370                         NA         NA      NA       NA
## BLUEBOOK$8,380                         NA         NA      NA       NA
## BLUEBOOK$8,390                         NA         NA      NA       NA
## BLUEBOOK$8,410                         NA         NA      NA       NA
## BLUEBOOK$8,420                         NA         NA      NA       NA
## BLUEBOOK$8,450                         NA         NA      NA       NA
## BLUEBOOK$8,460                         NA         NA      NA       NA
## BLUEBOOK$8,510                         NA         NA      NA       NA
## BLUEBOOK$8,530                         NA         NA      NA       NA
## BLUEBOOK$8,540                         NA         NA      NA       NA
## BLUEBOOK$8,560                         NA         NA      NA       NA
## BLUEBOOK$8,570                         NA         NA      NA       NA
## BLUEBOOK$8,580                         NA         NA      NA       NA
## BLUEBOOK$8,590                         NA         NA      NA       NA
## BLUEBOOK$8,610                         NA         NA      NA       NA
## BLUEBOOK$8,620                         NA         NA      NA       NA
## BLUEBOOK$8,630                         NA         NA      NA       NA
## BLUEBOOK$8,660                    89849.0        NaN     NaN      NaN
## BLUEBOOK$8,670                         NA         NA      NA       NA
## BLUEBOOK$8,700                   146908.7        NaN     NaN      NaN
## BLUEBOOK$8,710                         NA         NA      NA       NA
## BLUEBOOK$8,720                         NA         NA      NA       NA
## BLUEBOOK$8,730                         NA         NA      NA       NA
## BLUEBOOK$8,740                         NA         NA      NA       NA
## BLUEBOOK$8,760                         NA         NA      NA       NA
## BLUEBOOK$8,770                         NA         NA      NA       NA
## BLUEBOOK$8,790                         NA         NA      NA       NA
## BLUEBOOK$8,800                         NA         NA      NA       NA
## BLUEBOOK$8,820                   -24030.9        NaN     NaN      NaN
## BLUEBOOK$8,830                         NA         NA      NA       NA
## BLUEBOOK$8,840                         NA         NA      NA       NA
## BLUEBOOK$8,850                         NA         NA      NA       NA
## BLUEBOOK$8,860                         NA         NA      NA       NA
## BLUEBOOK$8,900                         NA         NA      NA       NA
## BLUEBOOK$8,920                   107495.1        NaN     NaN      NaN
## BLUEBOOK$8,930                         NA         NA      NA       NA
## BLUEBOOK$8,940                         NA         NA      NA       NA
## BLUEBOOK$8,980                         NA         NA      NA       NA
## BLUEBOOK$9,010                         NA         NA      NA       NA
## BLUEBOOK$9,030                         NA         NA      NA       NA
## BLUEBOOK$9,040                         NA         NA      NA       NA
## BLUEBOOK$9,050                         NA         NA      NA       NA
## BLUEBOOK$9,060                         NA         NA      NA       NA
## BLUEBOOK$9,070                         NA         NA      NA       NA
## BLUEBOOK$9,090                         NA         NA      NA       NA
## BLUEBOOK$9,130                         NA         NA      NA       NA
## BLUEBOOK$9,150                         NA         NA      NA       NA
## BLUEBOOK$9,160                         NA         NA      NA       NA
## BLUEBOOK$9,170                         NA         NA      NA       NA
## BLUEBOOK$9,180                         NA         NA      NA       NA
## BLUEBOOK$9,200                         NA         NA      NA       NA
## BLUEBOOK$9,210                         NA         NA      NA       NA
## BLUEBOOK$9,240                         NA         NA      NA       NA
## BLUEBOOK$9,260                         NA         NA      NA       NA
## BLUEBOOK$9,270                   -75842.3        NaN     NaN      NaN
## BLUEBOOK$9,290                         NA         NA      NA       NA
## BLUEBOOK$9,310                         NA         NA      NA       NA
## BLUEBOOK$9,330                         NA         NA      NA       NA
## BLUEBOOK$9,340                         NA         NA      NA       NA
## BLUEBOOK$9,350                         NA         NA      NA       NA
## BLUEBOOK$9,360                         NA         NA      NA       NA
## BLUEBOOK$9,370                   187575.8        NaN     NaN      NaN
## BLUEBOOK$9,390                         NA         NA      NA       NA
## BLUEBOOK$9,400                         NA         NA      NA       NA
## BLUEBOOK$9,420                         NA         NA      NA       NA
## BLUEBOOK$9,430                         NA         NA      NA       NA
## BLUEBOOK$9,460                         NA         NA      NA       NA
## BLUEBOOK$9,470                         NA         NA      NA       NA
## BLUEBOOK$9,480                         NA         NA      NA       NA
## BLUEBOOK$9,490                         NA         NA      NA       NA
## BLUEBOOK$9,500                         NA         NA      NA       NA
## BLUEBOOK$9,510                         NA         NA      NA       NA
## BLUEBOOK$9,530                         NA         NA      NA       NA
## BLUEBOOK$9,540                         NA         NA      NA       NA
## BLUEBOOK$9,560                   287702.8        NaN     NaN      NaN
## BLUEBOOK$9,580                         NA         NA      NA       NA
## BLUEBOOK$9,600                         NA         NA      NA       NA
## BLUEBOOK$9,610                         NA         NA      NA       NA
## BLUEBOOK$9,620                         NA         NA      NA       NA
## BLUEBOOK$9,630                         NA         NA      NA       NA
## BLUEBOOK$9,640                         NA         NA      NA       NA
## BLUEBOOK$9,670                         NA         NA      NA       NA
## BLUEBOOK$9,680                         NA         NA      NA       NA
## BLUEBOOK$9,690                         NA         NA      NA       NA
## BLUEBOOK$9,710                         NA         NA      NA       NA
## BLUEBOOK$9,720                         NA         NA      NA       NA
## BLUEBOOK$9,730                         NA         NA      NA       NA
## BLUEBOOK$9,750                         NA         NA      NA       NA
## BLUEBOOK$9,760                         NA         NA      NA       NA
## BLUEBOOK$9,780                         NA         NA      NA       NA
## BLUEBOOK$9,800                         NA         NA      NA       NA
## BLUEBOOK$9,830                         NA         NA      NA       NA
## BLUEBOOK$9,840                         NA         NA      NA       NA
## BLUEBOOK$9,860                         NA         NA      NA       NA
## BLUEBOOK$9,880                         NA         NA      NA       NA
## BLUEBOOK$9,930                         NA         NA      NA       NA
## BLUEBOOK$9,950                         NA         NA      NA       NA
## BLUEBOOK$9,960                         NA         NA      NA       NA
## BLUEBOOK$9,980                         NA         NA      NA       NA
## BLUEBOOK$9,990                         NA         NA      NA       NA
## TIF                                -407.0        NaN     NaN      NaN
## CAR_TYPEPanel Truck                    NA         NA      NA       NA
## CAR_TYPEPickup                   -38537.8        NaN     NaN      NaN
## CAR_TYPESports Car               -46377.1        NaN     NaN      NaN
## CAR_TYPEVan                            NA         NA      NA       NA
## CAR_TYPEz_SUV                          NA         NA      NA       NA
## RED_CARyes                       -53638.1        NaN     NaN      NaN
## OLDCLAIM$1,020                         NA         NA      NA       NA
## OLDCLAIM$1,044                         NA         NA      NA       NA
## OLDCLAIM$1,051                         NA         NA      NA       NA
## OLDCLAIM$1,052                         NA         NA      NA       NA
## OLDCLAIM$1,055                         NA         NA      NA       NA
## OLDCLAIM$1,064                         NA         NA      NA       NA
## OLDCLAIM$1,079                         NA         NA      NA       NA
## OLDCLAIM$1,089                         NA         NA      NA       NA
## OLDCLAIM$1,105                         NA         NA      NA       NA
## OLDCLAIM$1,122                         NA         NA      NA       NA
## OLDCLAIM$1,125                         NA         NA      NA       NA
## OLDCLAIM$1,139                         NA         NA      NA       NA
## OLDCLAIM$1,143                         NA         NA      NA       NA
## OLDCLAIM$1,144                         NA         NA      NA       NA
## OLDCLAIM$1,150                         NA         NA      NA       NA
## OLDCLAIM$1,155                         NA         NA      NA       NA
## OLDCLAIM$1,156                         NA         NA      NA       NA
## OLDCLAIM$1,157                         NA         NA      NA       NA
## OLDCLAIM$1,190                         NA         NA      NA       NA
## OLDCLAIM$1,200                         NA         NA      NA       NA
## OLDCLAIM$1,208                         NA         NA      NA       NA
## OLDCLAIM$1,212                         NA         NA      NA       NA
## OLDCLAIM$1,218                         NA         NA      NA       NA
## OLDCLAIM$1,247                         NA         NA      NA       NA
## OLDCLAIM$1,249                         NA         NA      NA       NA
## OLDCLAIM$1,255                         NA         NA      NA       NA
## OLDCLAIM$1,271                         NA         NA      NA       NA
## OLDCLAIM$1,277                         NA         NA      NA       NA
## OLDCLAIM$1,294                         NA         NA      NA       NA
## OLDCLAIM$1,310                         NA         NA      NA       NA
## OLDCLAIM$1,312                         NA         NA      NA       NA
## OLDCLAIM$1,328                         NA         NA      NA       NA
## OLDCLAIM$1,351                         NA         NA      NA       NA
## OLDCLAIM$1,361                         NA         NA      NA       NA
## OLDCLAIM$1,372                         NA         NA      NA       NA
## OLDCLAIM$1,380                         NA         NA      NA       NA
## OLDCLAIM$1,391                         NA         NA      NA       NA
## OLDCLAIM$1,410                         NA         NA      NA       NA
## OLDCLAIM$1,429                         NA         NA      NA       NA
## OLDCLAIM$1,430                         NA         NA      NA       NA
## OLDCLAIM$1,432                         NA         NA      NA       NA
## OLDCLAIM$1,435                         NA         NA      NA       NA
## OLDCLAIM$1,448                         NA         NA      NA       NA
## OLDCLAIM$1,449                         NA         NA      NA       NA
## OLDCLAIM$1,451                         NA         NA      NA       NA
## OLDCLAIM$1,452                         NA         NA      NA       NA
## OLDCLAIM$1,455                         NA         NA      NA       NA
## OLDCLAIM$1,491                         NA         NA      NA       NA
## OLDCLAIM$1,501                         NA         NA      NA       NA
## OLDCLAIM$1,510                         NA         NA      NA       NA
## OLDCLAIM$1,520                         NA         NA      NA       NA
## OLDCLAIM$1,524                         NA         NA      NA       NA
## OLDCLAIM$1,533                         NA         NA      NA       NA
## OLDCLAIM$1,536                         NA         NA      NA       NA
## OLDCLAIM$1,546                         NA         NA      NA       NA
## OLDCLAIM$1,552                         NA         NA      NA       NA
## OLDCLAIM$1,575                         NA         NA      NA       NA
## OLDCLAIM$1,606                         NA         NA      NA       NA
## OLDCLAIM$1,613                         NA         NA      NA       NA
## OLDCLAIM$1,620                         NA         NA      NA       NA
## OLDCLAIM$1,631                         NA         NA      NA       NA
## OLDCLAIM$1,657                         NA         NA      NA       NA
## OLDCLAIM$1,681                         NA         NA      NA       NA
## OLDCLAIM$1,685                         NA         NA      NA       NA
## OLDCLAIM$1,712                         NA         NA      NA       NA
## OLDCLAIM$1,738                         NA         NA      NA       NA
## OLDCLAIM$1,757                         NA         NA      NA       NA
## OLDCLAIM$1,784                         NA         NA      NA       NA
## OLDCLAIM$1,794                         NA         NA      NA       NA
## OLDCLAIM$1,797                         NA         NA      NA       NA
## OLDCLAIM$1,800                         NA         NA      NA       NA
## OLDCLAIM$1,815                         NA         NA      NA       NA
## OLDCLAIM$1,836                         NA         NA      NA       NA
## OLDCLAIM$1,849                         NA         NA      NA       NA
## OLDCLAIM$1,852                         NA         NA      NA       NA
## OLDCLAIM$1,858                         NA         NA      NA       NA
## OLDCLAIM$1,867                         NA         NA      NA       NA
## OLDCLAIM$1,879                         NA         NA      NA       NA
## OLDCLAIM$1,881                         NA         NA      NA       NA
## OLDCLAIM$1,893                         NA         NA      NA       NA
## OLDCLAIM$1,896                         NA         NA      NA       NA
## OLDCLAIM$1,904                         NA         NA      NA       NA
## OLDCLAIM$1,930                         NA         NA      NA       NA
## OLDCLAIM$1,942                         NA         NA      NA       NA
## OLDCLAIM$1,944                         NA         NA      NA       NA
## OLDCLAIM$1,986                         NA         NA      NA       NA
## OLDCLAIM$1,992                         NA         NA      NA       NA
## OLDCLAIM$1,994                         NA         NA      NA       NA
## OLDCLAIM$10,000                        NA         NA      NA       NA
## OLDCLAIM$10,011                        NA         NA      NA       NA
## OLDCLAIM$10,023                        NA         NA      NA       NA
## OLDCLAIM$10,024                        NA         NA      NA       NA
## OLDCLAIM$10,064                        NA         NA      NA       NA
## OLDCLAIM$10,138                        NA         NA      NA       NA
## OLDCLAIM$10,200                        NA         NA      NA       NA
## OLDCLAIM$10,224                        NA         NA      NA       NA
## OLDCLAIM$10,231                        NA         NA      NA       NA
## OLDCLAIM$10,264                        NA         NA      NA       NA
## OLDCLAIM$10,310                        NA         NA      NA       NA
## OLDCLAIM$10,345                        NA         NA      NA       NA
## OLDCLAIM$10,366                        NA         NA      NA       NA
## OLDCLAIM$10,457                        NA         NA      NA       NA
## OLDCLAIM$10,520                        NA         NA      NA       NA
## OLDCLAIM$10,572                        NA         NA      NA       NA
## OLDCLAIM$10,584                        NA         NA      NA       NA
## OLDCLAIM$10,612                        NA         NA      NA       NA
## OLDCLAIM$10,626                        NA         NA      NA       NA
## OLDCLAIM$10,658                        NA         NA      NA       NA
## OLDCLAIM$10,679                        NA         NA      NA       NA
## OLDCLAIM$10,709                   39976.4        NaN     NaN      NaN
## OLDCLAIM$10,718                        NA         NA      NA       NA
## OLDCLAIM$10,764                        NA         NA      NA       NA
## OLDCLAIM$10,768                        NA         NA      NA       NA
## OLDCLAIM$10,794                        NA         NA      NA       NA
## OLDCLAIM$10,823                        NA         NA      NA       NA
## OLDCLAIM$10,877                        NA         NA      NA       NA
## OLDCLAIM$10,941                        NA         NA      NA       NA
## OLDCLAIM$11,027                        NA         NA      NA       NA
## OLDCLAIM$11,068                        NA         NA      NA       NA
## OLDCLAIM$11,086                   20352.4        NaN     NaN      NaN
## OLDCLAIM$11,093                        NA         NA      NA       NA
## OLDCLAIM$11,132                        NA         NA      NA       NA
## OLDCLAIM$11,156                        NA         NA      NA       NA
## OLDCLAIM$11,226                        NA         NA      NA       NA
## OLDCLAIM$11,279                        NA         NA      NA       NA
## OLDCLAIM$11,364                        NA         NA      NA       NA
## OLDCLAIM$11,445                        NA         NA      NA       NA
## OLDCLAIM$11,528                        NA         NA      NA       NA
## OLDCLAIM$11,681                        NA         NA      NA       NA
## OLDCLAIM$11,692                        NA         NA      NA       NA
## OLDCLAIM$11,742                        NA         NA      NA       NA
## OLDCLAIM$12,003                        NA         NA      NA       NA
## OLDCLAIM$12,048                        NA         NA      NA       NA
## OLDCLAIM$12,269                        NA         NA      NA       NA
## OLDCLAIM$13,102                        NA         NA      NA       NA
## OLDCLAIM$13,154                        NA         NA      NA       NA
## OLDCLAIM$13,182                        NA         NA      NA       NA
## OLDCLAIM$13,251                        NA         NA      NA       NA
## OLDCLAIM$13,647                 -445261.7        NaN     NaN      NaN
## OLDCLAIM$14,968                        NA         NA      NA       NA
## OLDCLAIM$15,635                        NA         NA      NA       NA
## OLDCLAIM$15,697                        NA         NA      NA       NA
## OLDCLAIM$15,849                        NA         NA      NA       NA
## OLDCLAIM$16,165                        NA         NA      NA       NA
## OLDCLAIM$16,239                        NA         NA      NA       NA
## OLDCLAIM$16,545                        NA         NA      NA       NA
## OLDCLAIM$16,816                        NA         NA      NA       NA
## OLDCLAIM$16,948                        NA         NA      NA       NA
## OLDCLAIM$17,009                        NA         NA      NA       NA
## OLDCLAIM$17,070                        NA         NA      NA       NA
## OLDCLAIM$17,308                        NA         NA      NA       NA
## OLDCLAIM$17,368                        NA         NA      NA       NA
## OLDCLAIM$17,445                        NA         NA      NA       NA
## OLDCLAIM$17,493                        NA         NA      NA       NA
## OLDCLAIM$17,775                        NA         NA      NA       NA
## OLDCLAIM$17,831                        NA         NA      NA       NA
## OLDCLAIM$17,857                        NA         NA      NA       NA
## OLDCLAIM$17,963                        NA         NA      NA       NA
## OLDCLAIM$18,287                        NA         NA      NA       NA
## OLDCLAIM$19,545                        NA         NA      NA       NA
## OLDCLAIM$19,595                        NA         NA      NA       NA
## OLDCLAIM$19,685                        NA         NA      NA       NA
## OLDCLAIM$19,709                        NA         NA      NA       NA
## OLDCLAIM$2,004                         NA         NA      NA       NA
## OLDCLAIM$2,018                         NA         NA      NA       NA
## OLDCLAIM$2,033                         NA         NA      NA       NA
## OLDCLAIM$2,039                         NA         NA      NA       NA
## OLDCLAIM$2,045                         NA         NA      NA       NA
## OLDCLAIM$2,054                         NA         NA      NA       NA
## OLDCLAIM$2,056                         NA         NA      NA       NA
## OLDCLAIM$2,083                         NA         NA      NA       NA
## OLDCLAIM$2,102                  -113323.7        NaN     NaN      NaN
## OLDCLAIM$2,104                         NA         NA      NA       NA
## OLDCLAIM$2,136                         NA         NA      NA       NA
## OLDCLAIM$2,158                         NA         NA      NA       NA
## OLDCLAIM$2,159                         NA         NA      NA       NA
## OLDCLAIM$2,161                         NA         NA      NA       NA
## OLDCLAIM$2,168                         NA         NA      NA       NA
## OLDCLAIM$2,185                   -46899.8        NaN     NaN      NaN
## OLDCLAIM$2,210                         NA         NA      NA       NA
## OLDCLAIM$2,213                         NA         NA      NA       NA
## OLDCLAIM$2,225                         NA         NA      NA       NA
## OLDCLAIM$2,244                         NA         NA      NA       NA
## OLDCLAIM$2,248                         NA         NA      NA       NA
## OLDCLAIM$2,253                         NA         NA      NA       NA
## OLDCLAIM$2,279                         NA         NA      NA       NA
## OLDCLAIM$2,280                         NA         NA      NA       NA
## OLDCLAIM$2,308                         NA         NA      NA       NA
## OLDCLAIM$2,312                         NA         NA      NA       NA
## OLDCLAIM$2,316                         NA         NA      NA       NA
## OLDCLAIM$2,317                         NA         NA      NA       NA
## OLDCLAIM$2,319                         NA         NA      NA       NA
## OLDCLAIM$2,321                         NA         NA      NA       NA
## OLDCLAIM$2,333                         NA         NA      NA       NA
## OLDCLAIM$2,334                         NA         NA      NA       NA
## OLDCLAIM$2,414                         NA         NA      NA       NA
## OLDCLAIM$2,415                         NA         NA      NA       NA
## OLDCLAIM$2,448                         NA         NA      NA       NA
## OLDCLAIM$2,452                         NA         NA      NA       NA
## OLDCLAIM$2,457                         NA         NA      NA       NA
## OLDCLAIM$2,460                         NA         NA      NA       NA
## OLDCLAIM$2,468                         NA         NA      NA       NA
## OLDCLAIM$2,479                         NA         NA      NA       NA
## OLDCLAIM$2,481                         NA         NA      NA       NA
## OLDCLAIM$2,487                         NA         NA      NA       NA
## OLDCLAIM$2,491                         NA         NA      NA       NA
## OLDCLAIM$2,499                         NA         NA      NA       NA
## OLDCLAIM$2,511                         NA         NA      NA       NA
## OLDCLAIM$2,516                         NA         NA      NA       NA
## OLDCLAIM$2,551                         NA         NA      NA       NA
## OLDCLAIM$2,555                         NA         NA      NA       NA
## OLDCLAIM$2,569                         NA         NA      NA       NA
## OLDCLAIM$2,601                         NA         NA      NA       NA
## OLDCLAIM$2,616                         NA         NA      NA       NA
## OLDCLAIM$2,621                         NA         NA      NA       NA
## OLDCLAIM$2,622                         NA         NA      NA       NA
## OLDCLAIM$2,658                         NA         NA      NA       NA
## OLDCLAIM$2,661                         NA         NA      NA       NA
## OLDCLAIM$2,665                         NA         NA      NA       NA
## OLDCLAIM$2,680                         NA         NA      NA       NA
## OLDCLAIM$2,711                         NA         NA      NA       NA
## OLDCLAIM$2,712                         NA         NA      NA       NA
## OLDCLAIM$2,718                         NA         NA      NA       NA
## OLDCLAIM$2,737                         NA         NA      NA       NA
## OLDCLAIM$2,741                         NA         NA      NA       NA
## OLDCLAIM$2,747                         NA         NA      NA       NA
## OLDCLAIM$2,755                         NA         NA      NA       NA
## OLDCLAIM$2,768                         NA         NA      NA       NA
## OLDCLAIM$2,769                         NA         NA      NA       NA
## OLDCLAIM$2,773                         NA         NA      NA       NA
## OLDCLAIM$2,775                         NA         NA      NA       NA
## OLDCLAIM$2,787                         NA         NA      NA       NA
## OLDCLAIM$2,849                         NA         NA      NA       NA
## OLDCLAIM$2,860                         NA         NA      NA       NA
## OLDCLAIM$2,884                         NA         NA      NA       NA
## OLDCLAIM$2,892                         NA         NA      NA       NA
## OLDCLAIM$2,904                         NA         NA      NA       NA
## OLDCLAIM$2,913                         NA         NA      NA       NA
## OLDCLAIM$2,932                         NA         NA      NA       NA
## OLDCLAIM$2,933                         NA         NA      NA       NA
## OLDCLAIM$2,938                         NA         NA      NA       NA
## OLDCLAIM$2,939                         NA         NA      NA       NA
## OLDCLAIM$2,949                         NA         NA      NA       NA
## OLDCLAIM$2,962                         NA         NA      NA       NA
## OLDCLAIM$2,977                         NA         NA      NA       NA
## OLDCLAIM$2,986                         NA         NA      NA       NA
## OLDCLAIM$2,988                         NA         NA      NA       NA
## OLDCLAIM$20,060                        NA         NA      NA       NA
## OLDCLAIM$20,061                        NA         NA      NA       NA
## OLDCLAIM$20,452                        NA         NA      NA       NA
## OLDCLAIM$20,511                        NA         NA      NA       NA
## OLDCLAIM$20,699                        NA         NA      NA       NA
## OLDCLAIM$20,778                        NA         NA      NA       NA
## OLDCLAIM$20,972                        NA         NA      NA       NA
## OLDCLAIM$21,033                        NA         NA      NA       NA
## OLDCLAIM$21,229                        NA         NA      NA       NA
## OLDCLAIM$21,525                        NA         NA      NA       NA
## OLDCLAIM$21,548                        NA         NA      NA       NA
## OLDCLAIM$22,262                        NA         NA      NA       NA
## OLDCLAIM$22,345                        NA         NA      NA       NA
## OLDCLAIM$22,464                        NA         NA      NA       NA
## OLDCLAIM$23,213                        NA         NA      NA       NA
## OLDCLAIM$23,275                        NA         NA      NA       NA
## OLDCLAIM$23,432                        NA         NA      NA       NA
## OLDCLAIM$23,451                        NA         NA      NA       NA
## OLDCLAIM$23,486                        NA         NA      NA       NA
## OLDCLAIM$24,066                        NA         NA      NA       NA
## OLDCLAIM$24,208                        NA         NA      NA       NA
## OLDCLAIM$24,458                        NA         NA      NA       NA
## OLDCLAIM$24,546                        NA         NA      NA       NA
## OLDCLAIM$24,767                        NA         NA      NA       NA
## OLDCLAIM$24,822                        NA         NA      NA       NA
## OLDCLAIM$24,983                        NA         NA      NA       NA
## OLDCLAIM$25,081                        NA         NA      NA       NA
## OLDCLAIM$25,188                        NA         NA      NA       NA
## OLDCLAIM$25,260                        NA         NA      NA       NA
## OLDCLAIM$25,355                        NA         NA      NA       NA
## OLDCLAIM$25,379                        NA         NA      NA       NA
## OLDCLAIM$25,429                        NA         NA      NA       NA
## OLDCLAIM$25,433                        NA         NA      NA       NA
## OLDCLAIM$25,622                        NA         NA      NA       NA
## OLDCLAIM$25,947                        NA         NA      NA       NA
## OLDCLAIM$26,003                        NA         NA      NA       NA
## OLDCLAIM$26,104                        NA         NA      NA       NA
## OLDCLAIM$26,121                        NA         NA      NA       NA
## OLDCLAIM$26,281                        NA         NA      NA       NA
## OLDCLAIM$26,321                        NA         NA      NA       NA
## OLDCLAIM$26,686                        NA         NA      NA       NA
## OLDCLAIM$26,803                        NA         NA      NA       NA
## OLDCLAIM$26,926                        NA         NA      NA       NA
## OLDCLAIM$27,369                        NA         NA      NA       NA
## OLDCLAIM$27,389                        NA         NA      NA       NA
## OLDCLAIM$27,414                        NA         NA      NA       NA
## OLDCLAIM$27,439                        NA         NA      NA       NA
## OLDCLAIM$27,444                        NA         NA      NA       NA
## OLDCLAIM$27,497                        NA         NA      NA       NA
## OLDCLAIM$27,503                        NA         NA      NA       NA
## OLDCLAIM$27,746                        NA         NA      NA       NA
## OLDCLAIM$27,795                        NA         NA      NA       NA
## OLDCLAIM$27,872                        NA         NA      NA       NA
## OLDCLAIM$27,877                        NA         NA      NA       NA
## OLDCLAIM$27,959                        NA         NA      NA       NA
## OLDCLAIM$27,973                  122204.2        NaN     NaN      NaN
## OLDCLAIM$28,386                        NA         NA      NA       NA
## OLDCLAIM$28,495                        NA         NA      NA       NA
## OLDCLAIM$28,621                        NA         NA      NA       NA
## OLDCLAIM$28,642                        NA         NA      NA       NA
## OLDCLAIM$28,816                        NA         NA      NA       NA
## OLDCLAIM$29,150                        NA         NA      NA       NA
## OLDCLAIM$29,205                        NA         NA      NA       NA
## OLDCLAIM$29,471                        NA         NA      NA       NA
## OLDCLAIM$29,536                        NA         NA      NA       NA
## OLDCLAIM$29,572                        NA         NA      NA       NA
## OLDCLAIM$29,651                        NA         NA      NA       NA
## OLDCLAIM$29,781                        NA         NA      NA       NA
## OLDCLAIM$29,865                        NA         NA      NA       NA
## OLDCLAIM$29,919                        NA         NA      NA       NA
## OLDCLAIM$3,034                         NA         NA      NA       NA
## OLDCLAIM$3,050                         NA         NA      NA       NA
## OLDCLAIM$3,055                         NA         NA      NA       NA
## OLDCLAIM$3,062                         NA         NA      NA       NA
## OLDCLAIM$3,068                         NA         NA      NA       NA
## OLDCLAIM$3,090                         NA         NA      NA       NA
## OLDCLAIM$3,108                         NA         NA      NA       NA
## OLDCLAIM$3,116                         NA         NA      NA       NA
## OLDCLAIM$3,117                         NA         NA      NA       NA
## OLDCLAIM$3,118                         NA         NA      NA       NA
## OLDCLAIM$3,119                         NA         NA      NA       NA
## OLDCLAIM$3,120                         NA         NA      NA       NA
## OLDCLAIM$3,158                         NA         NA      NA       NA
## OLDCLAIM$3,174                         NA         NA      NA       NA
## OLDCLAIM$3,175                         NA         NA      NA       NA
## OLDCLAIM$3,211                         NA         NA      NA       NA
## OLDCLAIM$3,218                         NA         NA      NA       NA
## OLDCLAIM$3,229                         NA         NA      NA       NA
## OLDCLAIM$3,230                         NA         NA      NA       NA
## OLDCLAIM$3,233                         NA         NA      NA       NA
## OLDCLAIM$3,246                         NA         NA      NA       NA
## OLDCLAIM$3,252                         NA         NA      NA       NA
## OLDCLAIM$3,255                         NA         NA      NA       NA
## OLDCLAIM$3,278                         NA         NA      NA       NA
## OLDCLAIM$3,288                         NA         NA      NA       NA
## OLDCLAIM$3,306                         NA         NA      NA       NA
## OLDCLAIM$3,319                         NA         NA      NA       NA
## OLDCLAIM$3,320                         NA         NA      NA       NA
## OLDCLAIM$3,327                         NA         NA      NA       NA
## OLDCLAIM$3,328                         NA         NA      NA       NA
## OLDCLAIM$3,331                         NA         NA      NA       NA
## OLDCLAIM$3,338                         NA         NA      NA       NA
## OLDCLAIM$3,349                         NA         NA      NA       NA
## OLDCLAIM$3,368                         NA         NA      NA       NA
## OLDCLAIM$3,373                         NA         NA      NA       NA
## OLDCLAIM$3,387                         NA         NA      NA       NA
## OLDCLAIM$3,401                         NA         NA      NA       NA
## OLDCLAIM$3,409                         NA         NA      NA       NA
## OLDCLAIM$3,416                         NA         NA      NA       NA
## OLDCLAIM$3,423                         NA         NA      NA       NA
## OLDCLAIM$3,431                         NA         NA      NA       NA
## OLDCLAIM$3,436                         NA         NA      NA       NA
## OLDCLAIM$3,460                         NA         NA      NA       NA
## OLDCLAIM$3,469                         NA         NA      NA       NA
## OLDCLAIM$3,475                         NA         NA      NA       NA
## OLDCLAIM$3,507                         NA         NA      NA       NA
## OLDCLAIM$3,545                         NA         NA      NA       NA
## OLDCLAIM$3,564                  -140515.7        NaN     NaN      NaN
## OLDCLAIM$3,588                         NA         NA      NA       NA
## OLDCLAIM$3,589                         NA         NA      NA       NA
## OLDCLAIM$3,597                         NA         NA      NA       NA
## OLDCLAIM$3,603                         NA         NA      NA       NA
## OLDCLAIM$3,608                         NA         NA      NA       NA
## OLDCLAIM$3,614                         NA         NA      NA       NA
## OLDCLAIM$3,618                         NA         NA      NA       NA
## OLDCLAIM$3,622                         NA         NA      NA       NA
## OLDCLAIM$3,627                         NA         NA      NA       NA
## OLDCLAIM$3,636                         NA         NA      NA       NA
## OLDCLAIM$3,639                         NA         NA      NA       NA
## OLDCLAIM$3,647                         NA         NA      NA       NA
## OLDCLAIM$3,653                         NA         NA      NA       NA
## OLDCLAIM$3,664                         NA         NA      NA       NA
## OLDCLAIM$3,676                         NA         NA      NA       NA
## OLDCLAIM$3,682                         NA         NA      NA       NA
## OLDCLAIM$3,683                         NA         NA      NA       NA
## OLDCLAIM$3,689                         NA         NA      NA       NA
## OLDCLAIM$3,698                         NA         NA      NA       NA
## OLDCLAIM$3,699                         NA         NA      NA       NA
## OLDCLAIM$3,700                         NA         NA      NA       NA
## OLDCLAIM$3,707                         NA         NA      NA       NA
## OLDCLAIM$3,710                         NA         NA      NA       NA
## OLDCLAIM$3,718                         NA         NA      NA       NA
## OLDCLAIM$3,719                         NA         NA      NA       NA
## OLDCLAIM$3,730                         NA         NA      NA       NA
## OLDCLAIM$3,738                         NA         NA      NA       NA
## OLDCLAIM$3,744                         NA         NA      NA       NA
## OLDCLAIM$3,767                         NA         NA      NA       NA
## OLDCLAIM$3,769                         NA         NA      NA       NA
## OLDCLAIM$3,771                         NA         NA      NA       NA
## OLDCLAIM$3,780                         NA         NA      NA       NA
## OLDCLAIM$3,790                         NA         NA      NA       NA
## OLDCLAIM$3,795                         NA         NA      NA       NA
## OLDCLAIM$3,800                         NA         NA      NA       NA
## OLDCLAIM$3,808                         NA         NA      NA       NA
## OLDCLAIM$3,816                         NA         NA      NA       NA
## OLDCLAIM$3,819                         NA         NA      NA       NA
## OLDCLAIM$3,826                         NA         NA      NA       NA
## OLDCLAIM$3,828                         NA         NA      NA       NA
## OLDCLAIM$3,848                         NA         NA      NA       NA
## OLDCLAIM$3,850                         NA         NA      NA       NA
## OLDCLAIM$3,855                         NA         NA      NA       NA
## OLDCLAIM$3,857                         NA         NA      NA       NA
## OLDCLAIM$3,862                         NA         NA      NA       NA
## OLDCLAIM$3,863                         NA         NA      NA       NA
## OLDCLAIM$3,868                         NA         NA      NA       NA
## OLDCLAIM$3,893                         NA         NA      NA       NA
## OLDCLAIM$3,894                         NA         NA      NA       NA
## OLDCLAIM$3,903                         NA         NA      NA       NA
## OLDCLAIM$3,913                         NA         NA      NA       NA
## OLDCLAIM$3,919                         NA         NA      NA       NA
## OLDCLAIM$3,922                         NA         NA      NA       NA
## OLDCLAIM$3,923                         NA         NA      NA       NA
## OLDCLAIM$3,928                         NA         NA      NA       NA
## OLDCLAIM$3,939                         NA         NA      NA       NA
## OLDCLAIM$3,950                         NA         NA      NA       NA
## OLDCLAIM$3,960                         NA         NA      NA       NA
## OLDCLAIM$3,971                         NA         NA      NA       NA
## OLDCLAIM$3,977                         NA         NA      NA       NA
## OLDCLAIM$3,979                         NA         NA      NA       NA
## OLDCLAIM$3,990                         NA         NA      NA       NA
## OLDCLAIM$3,997                         NA         NA      NA       NA
## OLDCLAIM$30,023                        NA         NA      NA       NA
## OLDCLAIM$30,089                        NA         NA      NA       NA
## OLDCLAIM$30,094                        NA         NA      NA       NA
## OLDCLAIM$30,167                        NA         NA      NA       NA
## OLDCLAIM$30,192                        NA         NA      NA       NA
## OLDCLAIM$30,213                        NA         NA      NA       NA
## OLDCLAIM$30,288                        NA         NA      NA       NA
## OLDCLAIM$30,480                        NA         NA      NA       NA
## OLDCLAIM$30,922                        NA         NA      NA       NA
## OLDCLAIM$30,981                        NA         NA      NA       NA
## OLDCLAIM$31,039                        NA         NA      NA       NA
## OLDCLAIM$31,073                        NA         NA      NA       NA
## OLDCLAIM$31,332                        NA         NA      NA       NA
## OLDCLAIM$31,344                        NA         NA      NA       NA
## OLDCLAIM$31,379                        NA         NA      NA       NA
## OLDCLAIM$31,401                        NA         NA      NA       NA
## OLDCLAIM$31,557                        NA         NA      NA       NA
## OLDCLAIM$31,567                        NA         NA      NA       NA
## OLDCLAIM$31,658                        NA         NA      NA       NA
## OLDCLAIM$31,664                        NA         NA      NA       NA
## OLDCLAIM$31,687                        NA         NA      NA       NA
## OLDCLAIM$31,966                        NA         NA      NA       NA
## OLDCLAIM$31,992                        NA         NA      NA       NA
## OLDCLAIM$32,025                        NA         NA      NA       NA
## OLDCLAIM$32,044                        NA         NA      NA       NA
## OLDCLAIM$32,113                        NA         NA      NA       NA
## OLDCLAIM$32,562                        NA         NA      NA       NA
## OLDCLAIM$32,580                        NA         NA      NA       NA
## OLDCLAIM$32,593                        NA         NA      NA       NA
## OLDCLAIM$32,674                        NA         NA      NA       NA
## OLDCLAIM$32,871                        NA         NA      NA       NA
## OLDCLAIM$32,882                        NA         NA      NA       NA
## OLDCLAIM$32,922                        NA         NA      NA       NA
## OLDCLAIM$33,018                        NA         NA      NA       NA
## OLDCLAIM$33,030                        NA         NA      NA       NA
## OLDCLAIM$33,089                        NA         NA      NA       NA
## OLDCLAIM$33,276                        NA         NA      NA       NA
## OLDCLAIM$33,326                        NA         NA      NA       NA
## OLDCLAIM$33,521                        NA         NA      NA       NA
## OLDCLAIM$34,020                        NA         NA      NA       NA
## OLDCLAIM$34,041                        NA         NA      NA       NA
## OLDCLAIM$34,123                        NA         NA      NA       NA
## OLDCLAIM$34,151                        NA         NA      NA       NA
## OLDCLAIM$34,479                        NA         NA      NA       NA
## OLDCLAIM$34,506                        NA         NA      NA       NA
## OLDCLAIM$34,514                        NA         NA      NA       NA
## OLDCLAIM$34,575                        NA         NA      NA       NA
## OLDCLAIM$35,070                        NA         NA      NA       NA
## OLDCLAIM$35,095                        NA         NA      NA       NA
## OLDCLAIM$35,577                        NA         NA      NA       NA
## OLDCLAIM$35,585                        NA         NA      NA       NA
## OLDCLAIM$35,666                        NA         NA      NA       NA
## OLDCLAIM$35,737                        NA         NA      NA       NA
## OLDCLAIM$35,863                        NA         NA      NA       NA
## OLDCLAIM$35,879                        NA         NA      NA       NA
## OLDCLAIM$35,980                        NA         NA      NA       NA
## OLDCLAIM$36,236                        NA         NA      NA       NA
## OLDCLAIM$37,129                        NA         NA      NA       NA
## OLDCLAIM$37,211                        NA         NA      NA       NA
## OLDCLAIM$37,285                        NA         NA      NA       NA
## OLDCLAIM$37,404                        NA         NA      NA       NA
## OLDCLAIM$37,412                        NA         NA      NA       NA
## OLDCLAIM$37,642                        NA         NA      NA       NA
## OLDCLAIM$38,190                        NA         NA      NA       NA
## OLDCLAIM$38,312                        NA         NA      NA       NA
## OLDCLAIM$38,774                        NA         NA      NA       NA
## OLDCLAIM$38,832                        NA         NA      NA       NA
## OLDCLAIM$38,888                        NA         NA      NA       NA
## OLDCLAIM$39,168                        NA         NA      NA       NA
## OLDCLAIM$39,271                        NA         NA      NA       NA
## OLDCLAIM$39,401                        NA         NA      NA       NA
## OLDCLAIM$39,535                        NA         NA      NA       NA
## OLDCLAIM$39,717                        NA         NA      NA       NA
## OLDCLAIM$39,722                        NA         NA      NA       NA
## OLDCLAIM$39,892                        NA         NA      NA       NA
## OLDCLAIM$4,002                         NA         NA      NA       NA
## OLDCLAIM$4,004                         NA         NA      NA       NA
## OLDCLAIM$4,009                         NA         NA      NA       NA
## OLDCLAIM$4,020                         NA         NA      NA       NA
## OLDCLAIM$4,031                         NA         NA      NA       NA
## OLDCLAIM$4,044                         NA         NA      NA       NA
## OLDCLAIM$4,052                         NA         NA      NA       NA
## OLDCLAIM$4,074                         NA         NA      NA       NA
## OLDCLAIM$4,075                         NA         NA      NA       NA
## OLDCLAIM$4,082                         NA         NA      NA       NA
## OLDCLAIM$4,094                         NA         NA      NA       NA
## OLDCLAIM$4,111                         NA         NA      NA       NA
## OLDCLAIM$4,118                         NA         NA      NA       NA
## OLDCLAIM$4,158                         NA         NA      NA       NA
## OLDCLAIM$4,162                         NA         NA      NA       NA
## OLDCLAIM$4,174                         NA         NA      NA       NA
## OLDCLAIM$4,185                         NA         NA      NA       NA
## OLDCLAIM$4,188                         NA         NA      NA       NA
## OLDCLAIM$4,196                         NA         NA      NA       NA
## OLDCLAIM$4,208                         NA         NA      NA       NA
## OLDCLAIM$4,211                         NA         NA      NA       NA
## OLDCLAIM$4,253                         NA         NA      NA       NA
## OLDCLAIM$4,265                         NA         NA      NA       NA
## OLDCLAIM$4,274                         NA         NA      NA       NA
## OLDCLAIM$4,278                         NA         NA      NA       NA
## OLDCLAIM$4,311                         NA         NA      NA       NA
## OLDCLAIM$4,317                         NA         NA      NA       NA
## OLDCLAIM$4,318                         NA         NA      NA       NA
## OLDCLAIM$4,321                         NA         NA      NA       NA
## OLDCLAIM$4,332                         NA         NA      NA       NA
## OLDCLAIM$4,336                         NA         NA      NA       NA
## OLDCLAIM$4,339                         NA         NA      NA       NA
## OLDCLAIM$4,344                         NA         NA      NA       NA
## OLDCLAIM$4,352                         NA         NA      NA       NA
## OLDCLAIM$4,364                         NA         NA      NA       NA
## OLDCLAIM$4,365                         NA         NA      NA       NA
## OLDCLAIM$4,383                         NA         NA      NA       NA
## OLDCLAIM$4,390                         NA         NA      NA       NA
## OLDCLAIM$4,402                         NA         NA      NA       NA
## OLDCLAIM$4,415                         NA         NA      NA       NA
## OLDCLAIM$4,422                         NA         NA      NA       NA
## OLDCLAIM$4,423                         NA         NA      NA       NA
## OLDCLAIM$4,426                         NA         NA      NA       NA
## OLDCLAIM$4,441                         NA         NA      NA       NA
## OLDCLAIM$4,445                         NA         NA      NA       NA
## OLDCLAIM$4,447                         NA         NA      NA       NA
## OLDCLAIM$4,448                         NA         NA      NA       NA
## OLDCLAIM$4,466                         NA         NA      NA       NA
## OLDCLAIM$4,470                         NA         NA      NA       NA
## OLDCLAIM$4,477                         NA         NA      NA       NA
## OLDCLAIM$4,497                         NA         NA      NA       NA
## OLDCLAIM$4,500                         NA         NA      NA       NA
## OLDCLAIM$4,504                         NA         NA      NA       NA
## OLDCLAIM$4,514                         NA         NA      NA       NA
## OLDCLAIM$4,538                         NA         NA      NA       NA
## OLDCLAIM$4,543                         NA         NA      NA       NA
## OLDCLAIM$4,546                         NA         NA      NA       NA
## OLDCLAIM$4,549                         NA         NA      NA       NA
## OLDCLAIM$4,562                         NA         NA      NA       NA
## OLDCLAIM$4,564                         NA         NA      NA       NA
## OLDCLAIM$4,567                         NA         NA      NA       NA
## OLDCLAIM$4,575                         NA         NA      NA       NA
## OLDCLAIM$4,582                         NA         NA      NA       NA
## OLDCLAIM$4,588                         NA         NA      NA       NA
## OLDCLAIM$4,596                         NA         NA      NA       NA
## OLDCLAIM$4,599                         NA         NA      NA       NA
## OLDCLAIM$4,600                         NA         NA      NA       NA
## OLDCLAIM$4,601                         NA         NA      NA       NA
## OLDCLAIM$4,633                         NA         NA      NA       NA
## OLDCLAIM$4,636                         NA         NA      NA       NA
## OLDCLAIM$4,646                         NA         NA      NA       NA
## OLDCLAIM$4,655                         NA         NA      NA       NA
## OLDCLAIM$4,657                         NA         NA      NA       NA
## OLDCLAIM$4,658                         NA         NA      NA       NA
## OLDCLAIM$4,678                         NA         NA      NA       NA
## OLDCLAIM$4,686                         NA         NA      NA       NA
## OLDCLAIM$4,707                         NA         NA      NA       NA
## OLDCLAIM$4,716                         NA         NA      NA       NA
## OLDCLAIM$4,717                         NA         NA      NA       NA
## OLDCLAIM$4,723                         NA         NA      NA       NA
## OLDCLAIM$4,728                         NA         NA      NA       NA
## OLDCLAIM$4,734                         NA         NA      NA       NA
## OLDCLAIM$4,740                         NA         NA      NA       NA
## OLDCLAIM$4,746                         NA         NA      NA       NA
## OLDCLAIM$4,752                         NA         NA      NA       NA
## OLDCLAIM$4,754                     6083.3        NaN     NaN      NaN
## OLDCLAIM$4,758                         NA         NA      NA       NA
## OLDCLAIM$4,765                         NA         NA      NA       NA
## OLDCLAIM$4,769                         NA         NA      NA       NA
## OLDCLAIM$4,792                         NA         NA      NA       NA
## OLDCLAIM$4,814                         NA         NA      NA       NA
## OLDCLAIM$4,821                         NA         NA      NA       NA
## OLDCLAIM$4,823                         NA         NA      NA       NA
## OLDCLAIM$4,824                         NA         NA      NA       NA
## OLDCLAIM$4,839                         NA         NA      NA       NA
## OLDCLAIM$4,843                         NA         NA      NA       NA
## OLDCLAIM$4,873                         NA         NA      NA       NA
## OLDCLAIM$4,874                         NA         NA      NA       NA
## OLDCLAIM$4,895                         NA         NA      NA       NA
## OLDCLAIM$4,906                         NA         NA      NA       NA
## OLDCLAIM$4,922                         NA         NA      NA       NA
## OLDCLAIM$4,936                         NA         NA      NA       NA
## OLDCLAIM$4,940                         NA         NA      NA       NA
## OLDCLAIM$4,963                         NA         NA      NA       NA
## OLDCLAIM$4,969                         NA         NA      NA       NA
## OLDCLAIM$4,986                         NA         NA      NA       NA
## OLDCLAIM$4,997                         NA         NA      NA       NA
## OLDCLAIM$40,023                        NA         NA      NA       NA
## OLDCLAIM$40,703                        NA         NA      NA       NA
## OLDCLAIM$40,929                        NA         NA      NA       NA
## OLDCLAIM$40,958                        NA         NA      NA       NA
## OLDCLAIM$41,137                        NA         NA      NA       NA
## OLDCLAIM$41,167                        NA         NA      NA       NA
## OLDCLAIM$41,175                        NA         NA      NA       NA
## OLDCLAIM$41,303                        NA         NA      NA       NA
## OLDCLAIM$41,476                        NA         NA      NA       NA
## OLDCLAIM$41,669                   -3378.0        NaN     NaN      NaN
## OLDCLAIM$41,742                        NA         NA      NA       NA
## OLDCLAIM$41,818                        NA         NA      NA       NA
## OLDCLAIM$41,913                        NA         NA      NA       NA
## OLDCLAIM$41,917                        NA         NA      NA       NA
## OLDCLAIM$42,208                        NA         NA      NA       NA
## OLDCLAIM$42,642                  -57597.1        NaN     NaN      NaN
## OLDCLAIM$42,970                        NA         NA      NA       NA
## OLDCLAIM$43,052                        NA         NA      NA       NA
## OLDCLAIM$43,381                        NA         NA      NA       NA
## OLDCLAIM$43,405                        NA         NA      NA       NA
## OLDCLAIM$43,863                        NA         NA      NA       NA
## OLDCLAIM$43,963                        NA         NA      NA       NA
## OLDCLAIM$44,010                        NA         NA      NA       NA
## OLDCLAIM$44,029                        NA         NA      NA       NA
## OLDCLAIM$44,231                        NA         NA      NA       NA
## OLDCLAIM$44,414                        NA         NA      NA       NA
## OLDCLAIM$44,429                        NA         NA      NA       NA
## OLDCLAIM$44,641                        NA         NA      NA       NA
## OLDCLAIM$45,254                        NA         NA      NA       NA
## OLDCLAIM$45,357                        NA         NA      NA       NA
## OLDCLAIM$45,931                        NA         NA      NA       NA
## OLDCLAIM$46,105                        NA         NA      NA       NA
## OLDCLAIM$46,652                        NA         NA      NA       NA
## OLDCLAIM$46,761                        NA         NA      NA       NA
## OLDCLAIM$46,912                        NA         NA      NA       NA
## OLDCLAIM$47,097                        NA         NA      NA       NA
## OLDCLAIM$48,010                        NA         NA      NA       NA
## OLDCLAIM$48,298                        NA         NA      NA       NA
## OLDCLAIM$49,148                        NA         NA      NA       NA
## OLDCLAIM$49,223                        NA         NA      NA       NA
## OLDCLAIM$49,380                        NA         NA      NA       NA
## OLDCLAIM$5,002                         NA         NA      NA       NA
## OLDCLAIM$5,008                         NA         NA      NA       NA
## OLDCLAIM$5,011                         NA         NA      NA       NA
## OLDCLAIM$5,014                         NA         NA      NA       NA
## OLDCLAIM$5,020                         NA         NA      NA       NA
## OLDCLAIM$5,029                         NA         NA      NA       NA
## OLDCLAIM$5,032                         NA         NA      NA       NA
## OLDCLAIM$5,037                         NA         NA      NA       NA
## OLDCLAIM$5,039                         NA         NA      NA       NA
## OLDCLAIM$5,055                         NA         NA      NA       NA
## OLDCLAIM$5,065                         NA         NA      NA       NA
## OLDCLAIM$5,093                         NA         NA      NA       NA
## OLDCLAIM$5,101                         NA         NA      NA       NA
## OLDCLAIM$5,105                         NA         NA      NA       NA
## OLDCLAIM$5,117                         NA         NA      NA       NA
## OLDCLAIM$5,137                         NA         NA      NA       NA
## OLDCLAIM$5,171                         NA         NA      NA       NA
## OLDCLAIM$5,179                         NA         NA      NA       NA
## OLDCLAIM$5,219                         NA         NA      NA       NA
## OLDCLAIM$5,222                         NA         NA      NA       NA
## OLDCLAIM$5,229                         NA         NA      NA       NA
## OLDCLAIM$5,233                  -100182.1        NaN     NaN      NaN
## OLDCLAIM$5,238                         NA         NA      NA       NA
## OLDCLAIM$5,244                         NA         NA      NA       NA
## OLDCLAIM$5,255                         NA         NA      NA       NA
## OLDCLAIM$5,269                         NA         NA      NA       NA
## OLDCLAIM$5,283                         NA         NA      NA       NA
## OLDCLAIM$5,289                         NA         NA      NA       NA
## OLDCLAIM$5,300                         NA         NA      NA       NA
## OLDCLAIM$5,304                         NA         NA      NA       NA
## OLDCLAIM$5,306                         NA         NA      NA       NA
## OLDCLAIM$5,316                  -394943.6        NaN     NaN      NaN
## OLDCLAIM$5,318                         NA         NA      NA       NA
## OLDCLAIM$5,326                         NA         NA      NA       NA
## OLDCLAIM$5,330                         NA         NA      NA       NA
## OLDCLAIM$5,336                         NA         NA      NA       NA
## OLDCLAIM$5,341                         NA         NA      NA       NA
## OLDCLAIM$5,346                         NA         NA      NA       NA
## OLDCLAIM$5,348                         NA         NA      NA       NA
## OLDCLAIM$5,385                         NA         NA      NA       NA
## OLDCLAIM$5,386                         NA         NA      NA       NA
## OLDCLAIM$5,396                         NA         NA      NA       NA
## OLDCLAIM$5,398                         NA         NA      NA       NA
## OLDCLAIM$5,399                         NA         NA      NA       NA
## OLDCLAIM$5,419                         NA         NA      NA       NA
## OLDCLAIM$5,423                         NA         NA      NA       NA
## OLDCLAIM$5,433                         NA         NA      NA       NA
## OLDCLAIM$5,456                         NA         NA      NA       NA
## OLDCLAIM$5,458                         NA         NA      NA       NA
## OLDCLAIM$5,464                         NA         NA      NA       NA
## OLDCLAIM$5,480                         NA         NA      NA       NA
## OLDCLAIM$5,484                         NA         NA      NA       NA
## OLDCLAIM$5,513                         NA         NA      NA       NA
## OLDCLAIM$5,517                         NA         NA      NA       NA
## OLDCLAIM$5,524                         NA         NA      NA       NA
## OLDCLAIM$5,551                         NA         NA      NA       NA
## OLDCLAIM$5,558                         NA         NA      NA       NA
## OLDCLAIM$5,559                         NA         NA      NA       NA
## OLDCLAIM$5,575                         NA         NA      NA       NA
## OLDCLAIM$5,581                         NA         NA      NA       NA
## OLDCLAIM$5,603                         NA         NA      NA       NA
## OLDCLAIM$5,608                         NA         NA      NA       NA
## OLDCLAIM$5,638                         NA         NA      NA       NA
## OLDCLAIM$5,653                         NA         NA      NA       NA
## OLDCLAIM$5,660                         NA         NA      NA       NA
## OLDCLAIM$5,685                         NA         NA      NA       NA
## OLDCLAIM$5,691                         NA         NA      NA       NA
## OLDCLAIM$5,696                         NA         NA      NA       NA
## OLDCLAIM$5,697                         NA         NA      NA       NA
## OLDCLAIM$5,702                         NA         NA      NA       NA
## OLDCLAIM$5,712                         NA         NA      NA       NA
## OLDCLAIM$5,714                         NA         NA      NA       NA
## OLDCLAIM$5,722                         NA         NA      NA       NA
## OLDCLAIM$5,726                         NA         NA      NA       NA
## OLDCLAIM$5,730                         NA         NA      NA       NA
## OLDCLAIM$5,734                         NA         NA      NA       NA
## OLDCLAIM$5,737                         NA         NA      NA       NA
## OLDCLAIM$5,760                         NA         NA      NA       NA
## OLDCLAIM$5,765                         NA         NA      NA       NA
## OLDCLAIM$5,767                    16602.8        NaN     NaN      NaN
## OLDCLAIM$5,769                         NA         NA      NA       NA
## OLDCLAIM$5,771                         NA         NA      NA       NA
## OLDCLAIM$5,796                         NA         NA      NA       NA
## OLDCLAIM$5,810                         NA         NA      NA       NA
## OLDCLAIM$5,817                         NA         NA      NA       NA
## OLDCLAIM$5,820                  -116286.8        NaN     NaN      NaN
## OLDCLAIM$5,827                         NA         NA      NA       NA
## OLDCLAIM$5,828                         NA         NA      NA       NA
## OLDCLAIM$5,858                         NA         NA      NA       NA
## OLDCLAIM$5,863                         NA         NA      NA       NA
## OLDCLAIM$5,898                         NA         NA      NA       NA
## OLDCLAIM$5,900                         NA         NA      NA       NA
## OLDCLAIM$5,921                         NA         NA      NA       NA
## OLDCLAIM$5,935                         NA         NA      NA       NA
## OLDCLAIM$5,982                         NA         NA      NA       NA
## OLDCLAIM$5,984                         NA         NA      NA       NA
## OLDCLAIM$50,111                        NA         NA      NA       NA
## OLDCLAIM$52,445                        NA         NA      NA       NA
## OLDCLAIM$536                           NA         NA      NA       NA
## OLDCLAIM$548                           NA         NA      NA       NA
## OLDCLAIM$555                           NA         NA      NA       NA
## OLDCLAIM$57,037                        NA         NA      NA       NA
## OLDCLAIM$575                           NA         NA      NA       NA
## OLDCLAIM$582                           NA         NA      NA       NA
## OLDCLAIM$597                           NA         NA      NA       NA
## OLDCLAIM$6,006                         NA         NA      NA       NA
## OLDCLAIM$6,011                         NA         NA      NA       NA
## OLDCLAIM$6,013                         NA         NA      NA       NA
## OLDCLAIM$6,029                         NA         NA      NA       NA
## OLDCLAIM$6,031                         NA         NA      NA       NA
## OLDCLAIM$6,032                         NA         NA      NA       NA
## OLDCLAIM$6,038                         NA         NA      NA       NA
## OLDCLAIM$6,041                         NA         NA      NA       NA
## OLDCLAIM$6,055                         NA         NA      NA       NA
## OLDCLAIM$6,061                         NA         NA      NA       NA
## OLDCLAIM$6,064                         NA         NA      NA       NA
## OLDCLAIM$6,070                    97803.0        NaN     NaN      NaN
## OLDCLAIM$6,079                         NA         NA      NA       NA
## OLDCLAIM$6,081                         NA         NA      NA       NA
## OLDCLAIM$6,094                         NA         NA      NA       NA
## OLDCLAIM$6,109                         NA         NA      NA       NA
## OLDCLAIM$6,120                         NA         NA      NA       NA
## OLDCLAIM$6,121                         NA         NA      NA       NA
## OLDCLAIM$6,135                         NA         NA      NA       NA
## OLDCLAIM$6,156                         NA         NA      NA       NA
## OLDCLAIM$6,164                         NA         NA      NA       NA
## OLDCLAIM$6,170                         NA         NA      NA       NA
## OLDCLAIM$6,181                         NA         NA      NA       NA
## OLDCLAIM$6,188                         NA         NA      NA       NA
## OLDCLAIM$6,247                         NA         NA      NA       NA
## OLDCLAIM$6,259                         NA         NA      NA       NA
## OLDCLAIM$6,265                         NA         NA      NA       NA
## OLDCLAIM$6,279                         NA         NA      NA       NA
## OLDCLAIM$6,281                         NA         NA      NA       NA
## OLDCLAIM$6,295                         NA         NA      NA       NA
## OLDCLAIM$6,308                         NA         NA      NA       NA
## OLDCLAIM$6,321                         NA         NA      NA       NA
## OLDCLAIM$6,350                         NA         NA      NA       NA
## OLDCLAIM$6,351                         NA         NA      NA       NA
## OLDCLAIM$6,364                         NA         NA      NA       NA
## OLDCLAIM$6,367                         NA         NA      NA       NA
## OLDCLAIM$6,373                         NA         NA      NA       NA
## OLDCLAIM$6,375                         NA         NA      NA       NA
## OLDCLAIM$6,384                         NA         NA      NA       NA
## OLDCLAIM$6,391                         NA         NA      NA       NA
## OLDCLAIM$6,403                         NA         NA      NA       NA
## OLDCLAIM$6,407                         NA         NA      NA       NA
## OLDCLAIM$6,413                         NA         NA      NA       NA
## OLDCLAIM$6,414                         NA         NA      NA       NA
## OLDCLAIM$6,421                         NA         NA      NA       NA
## OLDCLAIM$6,436                         NA         NA      NA       NA
## OLDCLAIM$6,440                         NA         NA      NA       NA
## OLDCLAIM$6,452                         NA         NA      NA       NA
## OLDCLAIM$6,455                         NA         NA      NA       NA
## OLDCLAIM$6,499                         NA         NA      NA       NA
## OLDCLAIM$6,514                         NA         NA      NA       NA
## OLDCLAIM$6,535                         NA         NA      NA       NA
## OLDCLAIM$6,552                         NA         NA      NA       NA
## OLDCLAIM$6,556                         NA         NA      NA       NA
## OLDCLAIM$6,557                         NA         NA      NA       NA
## OLDCLAIM$6,560                         NA         NA      NA       NA
## OLDCLAIM$6,566                         NA         NA      NA       NA
## OLDCLAIM$6,570                         NA         NA      NA       NA
## OLDCLAIM$6,583                         NA         NA      NA       NA
## OLDCLAIM$6,587                         NA         NA      NA       NA
## OLDCLAIM$6,599                         NA         NA      NA       NA
## OLDCLAIM$6,600                         NA         NA      NA       NA
## OLDCLAIM$6,632                         NA         NA      NA       NA
## OLDCLAIM$6,646                         NA         NA      NA       NA
## OLDCLAIM$6,656                         NA         NA      NA       NA
## OLDCLAIM$6,675                         NA         NA      NA       NA
## OLDCLAIM$6,690                         NA         NA      NA       NA
## OLDCLAIM$6,691                         NA         NA      NA       NA
## OLDCLAIM$6,693                         NA         NA      NA       NA
## OLDCLAIM$6,697                         NA         NA      NA       NA
## OLDCLAIM$6,703                         NA         NA      NA       NA
## OLDCLAIM$6,710                         NA         NA      NA       NA
## OLDCLAIM$6,712                         NA         NA      NA       NA
## OLDCLAIM$6,713                         NA         NA      NA       NA
## OLDCLAIM$6,714                         NA         NA      NA       NA
## OLDCLAIM$6,730                         NA         NA      NA       NA
## OLDCLAIM$6,733                         NA         NA      NA       NA
## OLDCLAIM$6,745                         NA         NA      NA       NA
## OLDCLAIM$6,753                         NA         NA      NA       NA
## OLDCLAIM$6,762                         NA         NA      NA       NA
## OLDCLAIM$6,780                         NA         NA      NA       NA
## OLDCLAIM$6,795                         NA         NA      NA       NA
## OLDCLAIM$6,801                         NA         NA      NA       NA
## OLDCLAIM$6,838                         NA         NA      NA       NA
## OLDCLAIM$6,848                         NA         NA      NA       NA
## OLDCLAIM$6,856                         NA         NA      NA       NA
## OLDCLAIM$6,863                         NA         NA      NA       NA
## OLDCLAIM$6,864                         NA         NA      NA       NA
## OLDCLAIM$6,867                         NA         NA      NA       NA
## OLDCLAIM$6,870                         NA         NA      NA       NA
## OLDCLAIM$6,890                         NA         NA      NA       NA
## OLDCLAIM$6,902                         NA         NA      NA       NA
## OLDCLAIM$6,905                         NA         NA      NA       NA
## OLDCLAIM$6,906                         NA         NA      NA       NA
## OLDCLAIM$6,909                         NA         NA      NA       NA
## OLDCLAIM$6,927                         NA         NA      NA       NA
## OLDCLAIM$6,934                         NA         NA      NA       NA
## OLDCLAIM$6,935                         NA         NA      NA       NA
## OLDCLAIM$6,936                         NA         NA      NA       NA
## OLDCLAIM$6,937                         NA         NA      NA       NA
## OLDCLAIM$6,966                         NA         NA      NA       NA
## OLDCLAIM$6,978                         NA         NA      NA       NA
## OLDCLAIM$6,984                         NA         NA      NA       NA
## OLDCLAIM$6,996                         NA         NA      NA       NA
## OLDCLAIM$6,997                         NA         NA      NA       NA
## OLDCLAIM$607                           NA         NA      NA       NA
## OLDCLAIM$610                           NA         NA      NA       NA
## OLDCLAIM$621                           NA         NA      NA       NA
## OLDCLAIM$642                           NA         NA      NA       NA
## OLDCLAIM$696                           NA         NA      NA       NA
## OLDCLAIM$7,003                         NA         NA      NA       NA
## OLDCLAIM$7,014                         NA         NA      NA       NA
## OLDCLAIM$7,056                         NA         NA      NA       NA
## OLDCLAIM$7,062                         NA         NA      NA       NA
## OLDCLAIM$7,070                         NA         NA      NA       NA
## OLDCLAIM$7,081                         NA         NA      NA       NA
## OLDCLAIM$7,089                         NA         NA      NA       NA
## OLDCLAIM$7,092                         NA         NA      NA       NA
## OLDCLAIM$7,098                         NA         NA      NA       NA
## OLDCLAIM$7,105                         NA         NA      NA       NA
## OLDCLAIM$7,108                         NA         NA      NA       NA
## OLDCLAIM$7,114                         NA         NA      NA       NA
## OLDCLAIM$7,136                         NA         NA      NA       NA
## OLDCLAIM$7,145                         NA         NA      NA       NA
## OLDCLAIM$7,153                         NA         NA      NA       NA
## OLDCLAIM$7,160                         NA         NA      NA       NA
## OLDCLAIM$7,165                         NA         NA      NA       NA
## OLDCLAIM$7,186                         NA         NA      NA       NA
## OLDCLAIM$7,191                         NA         NA      NA       NA
## OLDCLAIM$7,199                         NA         NA      NA       NA
## OLDCLAIM$7,223                         NA         NA      NA       NA
## OLDCLAIM$7,225                         NA         NA      NA       NA
## OLDCLAIM$7,228                         NA         NA      NA       NA
## OLDCLAIM$7,238                         NA         NA      NA       NA
## OLDCLAIM$7,250                         NA         NA      NA       NA
## OLDCLAIM$7,262                         NA         NA      NA       NA
## OLDCLAIM$7,274                         NA         NA      NA       NA
## OLDCLAIM$7,276                         NA         NA      NA       NA
## OLDCLAIM$7,285                         NA         NA      NA       NA
## OLDCLAIM$7,291                         NA         NA      NA       NA
## OLDCLAIM$7,292                         NA         NA      NA       NA
## OLDCLAIM$7,303                         NA         NA      NA       NA
## OLDCLAIM$7,304                         NA         NA      NA       NA
## OLDCLAIM$7,312                         NA         NA      NA       NA
## OLDCLAIM$7,326                         NA         NA      NA       NA
## OLDCLAIM$7,328                         NA         NA      NA       NA
## OLDCLAIM$7,332                         NA         NA      NA       NA
## OLDCLAIM$7,333                         NA         NA      NA       NA
## OLDCLAIM$7,343                         NA         NA      NA       NA
## OLDCLAIM$7,351                         NA         NA      NA       NA
## OLDCLAIM$7,354                         NA         NA      NA       NA
## OLDCLAIM$7,367                         NA         NA      NA       NA
## OLDCLAIM$7,369                         NA         NA      NA       NA
## OLDCLAIM$7,372                         NA         NA      NA       NA
## OLDCLAIM$7,378                         NA         NA      NA       NA
## OLDCLAIM$7,414                         NA         NA      NA       NA
## OLDCLAIM$7,415                         NA         NA      NA       NA
## OLDCLAIM$7,456                         NA         NA      NA       NA
## OLDCLAIM$7,497                         NA         NA      NA       NA
## OLDCLAIM$7,499                         NA         NA      NA       NA
## OLDCLAIM$7,504                         NA         NA      NA       NA
## OLDCLAIM$7,506                         NA         NA      NA       NA
## OLDCLAIM$7,540                         NA         NA      NA       NA
## OLDCLAIM$7,560                         NA         NA      NA       NA
## OLDCLAIM$7,564                         NA         NA      NA       NA
## OLDCLAIM$7,582                         NA         NA      NA       NA
## OLDCLAIM$7,607                         NA         NA      NA       NA
## OLDCLAIM$7,619                         NA         NA      NA       NA
## OLDCLAIM$7,621                         NA         NA      NA       NA
## OLDCLAIM$7,628                         NA         NA      NA       NA
## OLDCLAIM$7,637                         NA         NA      NA       NA
## OLDCLAIM$7,645                         NA         NA      NA       NA
## OLDCLAIM$7,705                         NA         NA      NA       NA
## OLDCLAIM$7,716                         NA         NA      NA       NA
## OLDCLAIM$7,756                         NA         NA      NA       NA
## OLDCLAIM$7,759                         NA         NA      NA       NA
## OLDCLAIM$7,767                         NA         NA      NA       NA
## OLDCLAIM$7,784                         NA         NA      NA       NA
## OLDCLAIM$7,795                         NA         NA      NA       NA
## OLDCLAIM$7,838                         NA         NA      NA       NA
## OLDCLAIM$7,848                         NA         NA      NA       NA
## OLDCLAIM$7,852                         NA         NA      NA       NA
## OLDCLAIM$7,857                         NA         NA      NA       NA
## OLDCLAIM$7,861                         NA         NA      NA       NA
## OLDCLAIM$7,864                         NA         NA      NA       NA
## OLDCLAIM$7,884                         NA         NA      NA       NA
## OLDCLAIM$7,896                         NA         NA      NA       NA
## OLDCLAIM$7,940                         NA         NA      NA       NA
## OLDCLAIM$7,946                         NA         NA      NA       NA
## OLDCLAIM$7,957                         NA         NA      NA       NA
## OLDCLAIM$7,986                         NA         NA      NA       NA
## OLDCLAIM$7,993                         NA         NA      NA       NA
## OLDCLAIM$702                           NA         NA      NA       NA
## OLDCLAIM$712                           NA         NA      NA       NA
## OLDCLAIM$743                           NA         NA      NA       NA
## OLDCLAIM$754                           NA         NA      NA       NA
## OLDCLAIM$785                           NA         NA      NA       NA
## OLDCLAIM$792                           NA         NA      NA       NA
## OLDCLAIM$8,002                         NA         NA      NA       NA
## OLDCLAIM$8,013                         NA         NA      NA       NA
## OLDCLAIM$8,037                         NA         NA      NA       NA
## OLDCLAIM$8,044                         NA         NA      NA       NA
## OLDCLAIM$8,054                         NA         NA      NA       NA
## OLDCLAIM$8,057                         NA         NA      NA       NA
## OLDCLAIM$8,060                         NA         NA      NA       NA
## OLDCLAIM$8,062                         NA         NA      NA       NA
## OLDCLAIM$8,081                         NA         NA      NA       NA
## OLDCLAIM$8,135                         NA         NA      NA       NA
## OLDCLAIM$8,136                         NA         NA      NA       NA
## OLDCLAIM$8,143                         NA         NA      NA       NA
## OLDCLAIM$8,153                         NA         NA      NA       NA
## OLDCLAIM$8,171                         NA         NA      NA       NA
## OLDCLAIM$8,174                         NA         NA      NA       NA
## OLDCLAIM$8,183                         NA         NA      NA       NA
## OLDCLAIM$8,209                         NA         NA      NA       NA
## OLDCLAIM$8,212                         NA         NA      NA       NA
## OLDCLAIM$8,256                         NA         NA      NA       NA
## OLDCLAIM$8,268                         NA         NA      NA       NA
## OLDCLAIM$8,306                         NA         NA      NA       NA
## OLDCLAIM$8,331                         NA         NA      NA       NA
## OLDCLAIM$8,339                         NA         NA      NA       NA
## OLDCLAIM$8,342                         NA         NA      NA       NA
## OLDCLAIM$8,352                         NA         NA      NA       NA
## OLDCLAIM$8,363                         NA         NA      NA       NA
## OLDCLAIM$8,376                         NA         NA      NA       NA
## OLDCLAIM$8,377                         NA         NA      NA       NA
## OLDCLAIM$8,385                         NA         NA      NA       NA
## OLDCLAIM$8,386                         NA         NA      NA       NA
## OLDCLAIM$8,400                         NA         NA      NA       NA
## OLDCLAIM$8,403                         NA         NA      NA       NA
## OLDCLAIM$8,413                         NA         NA      NA       NA
## OLDCLAIM$8,419                         NA         NA      NA       NA
## OLDCLAIM$8,424                         NA         NA      NA       NA
## OLDCLAIM$8,438                         NA         NA      NA       NA
## OLDCLAIM$8,454                         NA         NA      NA       NA
## OLDCLAIM$8,455                         NA         NA      NA       NA
## OLDCLAIM$8,456                         NA         NA      NA       NA
## OLDCLAIM$8,490                         NA         NA      NA       NA
## OLDCLAIM$8,506                         NA         NA      NA       NA
## OLDCLAIM$8,533                         NA         NA      NA       NA
## OLDCLAIM$8,538                         NA         NA      NA       NA
## OLDCLAIM$8,543                         NA         NA      NA       NA
## OLDCLAIM$8,566                         NA         NA      NA       NA
## OLDCLAIM$8,567                         NA         NA      NA       NA
## OLDCLAIM$8,571                         NA         NA      NA       NA
## OLDCLAIM$8,579                         NA         NA      NA       NA
## OLDCLAIM$8,593                         NA         NA      NA       NA
## OLDCLAIM$8,599                         NA         NA      NA       NA
## OLDCLAIM$8,636                         NA         NA      NA       NA
## OLDCLAIM$8,692                         NA         NA      NA       NA
## OLDCLAIM$8,739                         NA         NA      NA       NA
## OLDCLAIM$8,748                         NA         NA      NA       NA
## OLDCLAIM$8,752                         NA         NA      NA       NA
## OLDCLAIM$8,784                         NA         NA      NA       NA
## OLDCLAIM$8,834                         NA         NA      NA       NA
## OLDCLAIM$8,844                         NA         NA      NA       NA
## OLDCLAIM$8,877                         NA         NA      NA       NA
## OLDCLAIM$8,882                         NA         NA      NA       NA
## OLDCLAIM$8,890                         NA         NA      NA       NA
## OLDCLAIM$8,917                         NA         NA      NA       NA
## OLDCLAIM$8,921                         NA         NA      NA       NA
## OLDCLAIM$8,924                         NA         NA      NA       NA
## OLDCLAIM$8,935                         NA         NA      NA       NA
## OLDCLAIM$8,942                         NA         NA      NA       NA
## OLDCLAIM$8,956                         NA         NA      NA       NA
## OLDCLAIM$8,963                         NA         NA      NA       NA
## OLDCLAIM$812                           NA         NA      NA       NA
## OLDCLAIM$846                           NA         NA      NA       NA
## OLDCLAIM$856                           NA         NA      NA       NA
## OLDCLAIM$867                           NA         NA      NA       NA
## OLDCLAIM$898                           NA         NA      NA       NA
## OLDCLAIM$9,015                         NA         NA      NA       NA
## OLDCLAIM$9,019                         NA         NA      NA       NA
## OLDCLAIM$9,035                         NA         NA      NA       NA
## OLDCLAIM$9,037                         NA         NA      NA       NA
## OLDCLAIM$9,063                         NA         NA      NA       NA
## OLDCLAIM$9,093                         NA         NA      NA       NA
## OLDCLAIM$9,136                         NA         NA      NA       NA
## OLDCLAIM$9,216                         NA         NA      NA       NA
## OLDCLAIM$9,230                         NA         NA      NA       NA
## OLDCLAIM$9,232                         NA         NA      NA       NA
## OLDCLAIM$9,261                         NA         NA      NA       NA
## OLDCLAIM$9,282                         NA         NA      NA       NA
## OLDCLAIM$9,302                         NA         NA      NA       NA
## OLDCLAIM$9,303                         NA         NA      NA       NA
## OLDCLAIM$9,351                         NA         NA      NA       NA
## OLDCLAIM$9,512                         NA         NA      NA       NA
## OLDCLAIM$9,513                         NA         NA      NA       NA
## OLDCLAIM$9,516                         NA         NA      NA       NA
## OLDCLAIM$9,533                         NA         NA      NA       NA
## OLDCLAIM$9,537                         NA         NA      NA       NA
## OLDCLAIM$9,543                         NA         NA      NA       NA
## OLDCLAIM$9,550                         NA         NA      NA       NA
## OLDCLAIM$9,575                         NA         NA      NA       NA
## OLDCLAIM$9,581                         NA         NA      NA       NA
## OLDCLAIM$9,583                         NA         NA      NA       NA
## OLDCLAIM$9,603                         NA         NA      NA       NA
## OLDCLAIM$9,611                         NA         NA      NA       NA
## OLDCLAIM$9,624                         NA         NA      NA       NA
## OLDCLAIM$9,633                         NA         NA      NA       NA
## OLDCLAIM$9,635                         NA         NA      NA       NA
## OLDCLAIM$9,637                         NA         NA      NA       NA
## OLDCLAIM$9,642                         NA         NA      NA       NA
## OLDCLAIM$9,658                         NA         NA      NA       NA
## OLDCLAIM$9,667                         NA         NA      NA       NA
## OLDCLAIM$9,718                         NA         NA      NA       NA
## OLDCLAIM$9,773                         NA         NA      NA       NA
## OLDCLAIM$9,785                         NA         NA      NA       NA
## OLDCLAIM$9,851                         NA         NA      NA       NA
## OLDCLAIM$9,868                         NA         NA      NA       NA
## OLDCLAIM$9,870                         NA         NA      NA       NA
## OLDCLAIM$9,933                         NA         NA      NA       NA
## OLDCLAIM$9,937                         NA         NA      NA       NA
## OLDCLAIM$9,960                         NA         NA      NA       NA
## OLDCLAIM$9,986                         NA         NA      NA       NA
## OLDCLAIM$934                           NA         NA      NA       NA
## OLDCLAIM$949                           NA         NA      NA       NA
## OLDCLAIM$974                           NA         NA      NA       NA
## OLDCLAIM$975                           NA         NA      NA       NA
## OLDCLAIM$977                           NA         NA      NA       NA
## OLDCLAIM$981                           NA         NA      NA       NA
## OLDCLAIM$982                           NA         NA      NA       NA
## OLDCLAIM$996                           NA         NA      NA       NA
## CLM_FREQ                               NA         NA      NA       NA
## REVOKEDYes                             NA         NA      NA       NA
## MVR_PTS                                NA         NA      NA       NA
## CAR_AGE                                NA         NA      NA       NA
## URBANICITYz_Highly Rural/ Rural        NA         NA      NA       NA
## 
## Residual standard error: NaN on 0 degrees of freedom
##   (260 observations deleted due to missingness)
## Multiple R-squared:      1,  Adjusted R-squared:    NaN 
## F-statistic:   NaN on 1892 and 0 DF,  p-value: NA