data claim_history;
   input ID $ 1-10 Kids_Drive 11 Birth $ 15-25  Age 27-30  
         Home_Kids 31 YOJ 34-37 Income 38-48 Parent1 $ 49-52 
         Home_Value 53-63 MStatus $ 64-67 Gender $ 68
      #2 Education $ 1-14 Occupation $ 15-27 Travel_Time 28-34 
         Car_Use $ 35-45 Bluebook 46-55 TIF 56 Car_Type $ 60-72
      #3 Red_Car $ 1-3 OldClaim 5-13 Claims 14-18 Revoked $ 19-23 
         Mvr_Pts 24-26 Clm_Amt 27-35 Car_Age 36-39 Claim_Flag 40 
         Urbanicity $ 43-48;
datalines;
77382913  0   11/22/1964  34  0  10  62977.82   No  0.00       No  F 
Bachelors     Clerical     33.64  Private    11200.00  1   SUV         
No  0.00     0    No   0  2501.00  1   1  Urban
588888550 0   1/17/1954   45  0  0   0.00       No  106859.37  Yes F 
< High School Home Maker   48.36  Private    6000.00   1   SUV         
No  0.00     0    No   3  2920.17  5   1  Urban
140015922 0   8/6/1960    39  3  12  51884.11   Yes 180950.83  No  F 
Bachelors     Clerical     43.11  Private    10590.00  6   SUV         
No  0.00     0    No   0  0.00     13  0  Rural
162166370 0   4/19/1940   59  0  12  87460.05   No  0.00       No  M 
High School   Manager      45.00  Private    15420.00  1   Minivan     
Yes 44857.00 2    No   4  4111.00  1   1  Urban
116375554 0   10/6/1968   31  2  12  18902.50   No  93797.39   Yes F 
< High School Clerical     47.56  Private    17330.00  4   Minivan     
No  0.00     0    No   0  0.00     7   0  Urban
235358484 0   2/22/1971   28  1  13  44077.29   No  170597.80  Yes F 
High School   Blue Collar  29.48  Commercial 8710.00   6   SUV         
No  8935.00  2    No   0  6857.00  1   1  Urban
410873772 0   7/24/1952   47  0  11  46281.00   No  0.00       No  F 
< High School Blue Collar  29.01  Private    19700.00  10  Minivan     
No  0.00     0    No   1  0.00     5   0  Urban
254362485 2   7/6/1955    44  2  0   0.00       No  82343.55   Yes F 
High School   Home Maker   8.07   Private    5900.00   6   SUV         
No  3338.00  3    No   0  0.00     11  0  Urban
201327208 0   12/14/1938  60  0  12  37940.23   No  182738.85  Yes F 
High School   Blue Collar  15.67  Commercial 11290.00  1   Sports Car  
No  0.00     0    No   0  5247.00  1   1  Urban
294816298 2   8/3/1963    36  2  12  130539.60  Yes 344195.47  No  F 
Bachelors     Blue Collar  5.00   Commercial 27200.00  4   Minivan     
No  0.00     0    No   0  0.00     9   0  Rural
686791659 0   5/7/1947    52  0  8   51277.53   No  230339.54  Yes F 
Bachelors     Professional 36.92  Private    1500.00   4   SUV         
No  0.00     0    No   1  0.00     10  0  Urban
364483168 0   4/9/1943    56  0  0   0.00       No  63826.53   Yes F 
PhD           Home Maker   65.00  Private    13220.00  1   Minivan     
No  0.00     0    No   0  0.00     12  0  Rural
745183922 0   6/30/1949   50  0  8   167468.77  No  0.00       No  F 
PhD           Doctor       22.03  Private    34150.00  4   Sports Car  
No  0.00     0    No   3  0.00     1   0  Urban
800426023 0   12/2/1954   44  2  15  16352.03   No  134163.64  Yes F 
High School   Home Maker   36.79  Private    10520.00  1   SUV         
No  7838.00  1    No   1  8840.68  1   1  Urban
997497927 0   12/6/1966   32  3  14  54968.06   No  146784.13  Yes F 
High School   Professional 20.08  Private    10040.00  4   SUV         
No  0.00     0    Yes  0  0.00     8   0  Urban
948288985 0   10/25/1953  46  0  10  79538.16   No  0.00       No  F 
Bachelors     Manager      12.92  Private    14050.00  3   Minivan     
No  0.00     0    Yes  2  0.00     11  0  Urban
803325269 0   7/24/1955   44  2  15  139330.45  Yes 316899.61  No  F 
High School   Blue Collar  35.27  Commercial 22050.00  10  Sports Car  
No  0.00     0    No   0  0.00     1   0  Rural
916609661 0   10/3/1969   30  1  10  17454.57   Yes 140978.27  No  F 
< High School Blue Collar  49.53  Private    12380.00  13  Minivan     
No  0.00     0    No   0  0.00     6   0  Rural
454040458 0   4/9/1946    53  0  6   38035.58   No  153380.55  Yes F 
High School   Blue Collar  32.18  Commercial 13140.00  1   SUV         
No  0.00     0    No   4  2425.00  1   1  Urban
298667574 2   6/26/1955   44  2  13  142588.05  No  365255.91  Yes M 
Masters       Manager      28.23  Private    21790.00  6   Minivan     
Yes 0.00     0    No   2  0.00     9   0  Urban
783473090 0   1/6/1963    36  0  11  105384.27  No  267508.96  Yes M 
Masters       Professional 23.92  Private    13800.00  7   Minivan     
Yes 31695.00 3    Yes  4  0.00     17  0  Urban
8565171   0   10/13/1958  41  0  10  66265.35   No  159276.15  Yes M 
Masters       Lawyer       58.55  Private    12230.00  4   Minivan     
Yes 0.00     0    No   1  13105.33 9   1  Urban
22340563  1   5/25/1961   38  3  16  7527.93    No  113808.76  Yes M 
< High School Clerical     25.53  Private    8080.00   1   Pickup      
Yes 0.00     0    No   0  0.00     8   0  Rural
755810990 0   11/20/1951  47  0  11  44705.21   No  217885.09  Yes F 
Bachelors     Professional 50.09  Private    12840.00  1   SUV         
No  1533.00  2    No   0  5125.00  10  1  Urban
813759954 0   1/21/1933   66  1  17  96829.72   No  325825.73  Yes M 
Masters       Professional 23.42  Private    11180.00  7   SUV         
No  0.00     0    No   0  0.00     16  0  Urban
637739719 0   4/23/1947   52  0  7   64013.82   No  244862.52  Yes M 
< High School Blue Collar  32.72  Commercial 7900.00   4   Pickup      
Yes 8882.00  3    No   1  2143.00  5   1  Urban
82973186  0   7/5/1958    41  0  6   12541.08   No  0.00       No  M 
< High School Clerical     5.00   Private    7500.00   1   Minivan     
Yes 0.00     0    No   0  0.00     1   0  Rural
789568994 0   6/16/1953   46  0  10  104990.11  No  306539.65  No  F 
Bachelors     Professional 39.94  Private    16080.00  13  SUV         
No  0.00     0    No   0  0.00     7   0  Urban
541204921 0   9/8/1953    46  0  8   73871.58   No  245877.50  Yes F 
Masters       Lawyer       42.80  Private    20240.00  4   Sports Car  
No  0.00     0    No   0  0.00     16  0  Rural
271813109 0   9/18/1956   43  2  15  49848.96   Yes 0.00       No  F 
Masters       Lawyer       35.02  Private    13130.00  1   SUV         
No  3622.00  3    No   4  6158.00  20  1  Urban
93412915  0   7/3/1956    43  3  14  48184.26   No  209188.27  Yes F 
High School   Blue Collar  50.50  Commercial 14530.00  12  Sports Car  
No  6891.00  2    No   5  0.00     1   0  Urban
116801717 0   5/21/1959   40  0  10  78913.73   No  229054.53  No  F 
Bachelors     Manager      36.41  Private    5500.00   10  SUV         
No  6803.00  2    No   6  0.00     10  0  Urban
285566265 0   3/5/1957    42  0  10  123142.93  No  306368.26  No  F 
Masters       Manager      16.19  Private    24930.00  4   Minivan     
No  0.00     0    No   3  0.00     14  0  Urban
461573915 0   2/4/1950    49  0  8   22059.28   No  123924.36  Yes F 
< High School Clerical     24.30  Commercial 21990.00  11  Pickup      
No  0.00     0    No   1  0.00     1   0  Urban
473135731 0   1/9/1947    52  0  12  35630.76   No  155971.69  Yes M 
High School   Clerical     39.12  Private    6040.00   10  Minivan     
Yes 0.00     0    No   0  0.00     1   0  Urban
683378483 0   5/16/1944   55  0  14  55408.83   No  162236.86  Yes M 
Bachelors     Blue Collar  44.88  Commercial 27890.00  4   Panel Truck 
No  0.00     0    No   0  0.00     14  0  Rural
384628643 0   10/21/1959  40  0  11  49780.05   No  0.00       No  F 
< High School Clerical     52.32  Private    10500.00  6   Sports Car  
No  0.00     0    No   0  0.00     1   0  Rural
122722410 0   10/4/1954   45  0  11  60845.02   No  0.00       No  F 
Bachelors     Manager      31.48  Private    24260.00  4   Minivan     
No  0.00     0    No   0  0.00     18  0  Urban
349219108 0   10/19/1963  36  0  7   70313.39   No  211506.30  Yes F 
Bachelors     Professional 55.32  Private    14960.00  6   Minivan     
No  7650.00  3    No   5  0.00     4   0  Urban
345771306 0   9/13/1958   41  0  8   55363.54   No  0.00       No  M 
High School   Clerical     16.90  Commercial 31390.00  1   Panel Truck 
Yes 0.00     0    No   3  0.00     1   0  Rural
699382604 1   4/25/1946   53  1  0   0.00       No  0.00       Yes F 
< High School Student      34.22  Private    1500.00   10  Sports Car  
No  1175.00  3    No   2  0.00     7   0  Rural
586056136 0   10/16/1953  46  0  14  24574.85   No  176282.35  Yes F 
High School   Home Maker   72.78  Private    8560.00   10  Sports Car  
No  0.00     0    No   0  0.00     9   0  Rural
444239590 0   7/26/1949   50  0  7   73307.60   No  240645.07  No  M 
Masters       Lawyer       37.57  Private    18720.00  7   Van         
No  0.00     0    No   2  0.00     19  0  Rural
34434267  0   12/20/1936  62  0  12  22181.48   No  185458.84  No  F 
High School   Clerical     23.82  Private    17880.00  7   Sports Car  
No  9873.00  3    No   5  3705.00  1   1  Urban
416505182 0   9/7/1946    53  0  15  84345.18   No  264549.50  Yes F 
Bachelors     Manager      35.82  Private    9930.00   4   SUV         
No  0.00     0    No   3  6693.00  5   1  Urban
930929206 0   7/24/1945   54  0  15  107808.40  No  278940.17  Yes F 
Bachelors     Manager      45.43  Commercial 27020.00  7   Pickup      
No  1780.00  3    No   0  0.00     6   0  Urban
23391155  0   2/19/1946   53  1  13  52759.22   No  164905.92  Yes F 
Bachelors     Professional 41.11  Private    24160.00  9   Minivan     
No  0.00     0    No   0  0.00     13  0  Rural
391760011 0   7/1/1960    39  2  12  59684.99   No  197088.69  Yes M 
High School   Blue Collar  42.07  Commercial 7470.00   7   Pickup      
No  0.00     0    No   0  0.00     1   0  Rural
754620325 0   5/13/1958   41  2  0   0.00       Yes 54130.22   No  F 
Masters       Home Maker   17.55  Private    32090.00  6   Minivan     
No  0.00     0    No   0  0.00     17  0  Rural
819642529 1   11/28/1953  45  2  17  111268.31  No  288070.97  Yes F 
Masters       Lawyer       46.40  Private    24600.00  1   Van         
No  28026.00 2    Yes  2  4644.00  10  1  Urban
312200998 0   5/24/1948   51  0  13  80620.84   No  256151.91  Yes F 
High School   Professional 26.87  Private    25700.00  1   Van         
No  0.00     0    No   0  0.00     1   0  Urban
321756880 0   4/22/1968   31  3  14  26112.40   No  117228.96  Yes F 
< High School Clerical     57.77  Private    14030.00  3   SUV         
No  0.00     0    No   0  4277.00  5   1  Rural
170341954 0   8/29/1950   49  1  15  89611.60   No  261945.53  Yes M 
Masters       Professional 23.22  Commercial 6400.00   10  Pickup      
Yes 0.00     0    No   0  0.00     23  0  Urban
82438997  0   12/14/1953  45  2  12  62447.15   Yes 203472.49  No  M 
High School   Blue Collar  39.08  Commercial 12240.00  7   Minivan     
Yes 0.00     0    No   0  0.00     1   0  Urban
290532681 0   3/6/1953    46  0  5   108700.85  No  337340.08  Yes F 
Masters       Manager      38.69  Private    12070.00  3   SUV         
No  0.00     0    No   0  0.00     17  0  Urban
406716758 1   12/28/1955  43  2  16  72357.25   No  288114.71  Yes M 
Bachelors     Blue Collar  40.13  Commercial 23190.00  1   Minivan     
Yes 0.00     0    No   0  0.00     7   0  Urban
645904097 0   9/1/1965    34  2  13  27580.77   Yes 0.00       No  M 
< High School Blue Collar  37.88  Commercial 12250.00  4   Minivan     
Yes 0.00     0    No   6  0.00     5   0  Rural
330583611 0   10/29/1966  33  1  11  86187.25   Yes 241285.36  No  M 
Bachelors     Professional 81.05  Private    13420.00  17  Minivan     
No  0.00     0    No   1  0.00     5   0  Rural
119788926 0   6/25/1963   36  3  7   29741.36   Yes 0.00       No  F 
< High School Clerical     32.41  Private    8070.00   6   SUV         
No  2797.00  2    No   0  0.00     7   0  Urban
870743869 2   8/14/1959   40  3  14  20125.67   Yes 138443.61  No  F 
< High School Blue Collar  5.13   Private    8260.00   6   SUV         
No  0.00     0    No   0  0.00     1   0  Urban
930282594 1   1/28/1954   45  2  0   0.00       No  69743.08   Yes F 
Masters       Home Maker   26.69  Private    14300.00  1   Minivan     
No  9062.00  1    No   1  0.00     11  0  Urban
128484499 2   1/29/1954   45  2  12  30085.32   No  128193.58  Yes M 
< High School Clerical     43.70  Commercial 7200.00   4   Pickup      
No  0.00     0    Yes  3  3769.00  8   1  Urban
197015157 0   10/17/1935  64  0  13  61521.48   No  248877.72  Yes F 
Masters       Lawyer       40.50  Private    7650.00   1   Sports Car  
No  0.00     0    No   8  7390.44  9   1  Urban
192114963 0   10/10/1958  41  2  10  78675.26   Yes 265450.06  No  M 
Bachelors     Blue Collar  33.03  Commercial 13470.00  11  Minivan     
Yes 0.00     0    No   0  0.00     3   0  Urban
758370952 0   10/17/1945  54  0  13  88667.79   No  316418.51  Yes F 
PhD           Lawyer       62.95  Private    20090.00  4   Minivan     
No  10520.00 2    No   1  1065.00  14  1  Urban
756376204 0   12/29/1966  32  3  14  21943.94   No  128775.84  Yes F 
< High School Blue Collar  33.65  Private    7270.00   1   SUV         
No  0.00     0    Yes  1  0.00     1   0  Urban
880702697 0   4/20/1955   44  0  0   0.00       No  104489.90  Yes F 
Bachelors     Home Maker   27.82  Private    14190.00  4   Sports Car  
No  35430.00 2    Yes  2  0.00     8   0  Urban
899830494 1   2/25/1961   38  2  14  83937.05   No  234150.80  Yes F 
Bachelors     Blue Collar  28.28  Commercial 13800.00  3   SUV         
No  10851.00 2    No   0  0.00     10  0  Urban
666444862 1   1/11/1962   37  2  14  96188.22   Yes 0.00       No  F 
Bachelors     Professional 49.32  Private    13340.00  1   SUV         
No  0.00     0    Yes  1  0.00     10  0  Urban
476379522 1   12/29/1943  55  1  14  17819.64   No  115539.86  Yes F 
Bachelors     Home Maker   32.02  Private    13340.00  1   SUV         
No  6913.00  1    No   3  0.00     8   0  Rural
790738376 0   3/25/1954   45  2  4   25031.76   Yes 0.00       No  F 
High School   Clerical     34.09  Commercial 6100.00   1   Pickup      
Yes 5771.00  1    No   5  6195.00  1   1  Rural
999482663 0   8/13/1951   48  0  12  22632.64   No  135678.51  Yes F 
Bachelors     Manager      30.26  Private    16730.00  13  SUV         
No  0.00     0    No   0  0.00     9   0  Urban
695833713 0   4/11/1970   29  1  8   73842.01   Yes 0.00       No  F 
High School   Blue Collar  24.51  Commercial 22340.00  1   Sports Car  
No  4769.00  1    No   4  3418.00  1   1  Urban
616722972 0   8/10/1947   52  0  13  37295.46   No  163285.30  No  M 
< High School Blue Collar  27.87  Commercial 6700.00   4   Pickup      
Yes 0.00     0    No   0  0.00     1   0  Rural
132742099 0   11/28/1958  40  0  7   50223.96   No  0.00       No  M 
High School   Blue Collar  15.74  Commercial 13780.00  1   Minivan     
Yes 1937.00  2    No   6  0.00     5   0  Urban
594606184 0   2/24/1952   47  0  7   76461.86   No  229333.85  Yes M 
Bachelors     Professional 28.77  Private    13850.00  6   Minivan     
Yes 0.00     0    No   0  0.00     7   0  Urban
833443761 0   8/11/1953   46  0  8   79317.14   No  241733.42  Yes M 
High School   Professional 5.00   Private    6100.00   1   Pickup      
Yes 4263.00  2    No   7  0.00     6   0  Urban
213361324 0   4/11/1944   55  0  14  72336.90   No  210378.42  Yes M 
PhD           Manager      27.69  Commercial 22980.00  3   Panel Truck 
No  0.00     0    No   2  0.00     11  0  Urban
716232766 0   2/20/1967   32  4  15  4478.34    Yes 0.00       No  F 
< High School Student      7.47   Private    6780.00   4   SUV         
No  7181.00  3    No   5  2891.10  8   1  Urban
137443614 0   9/5/1955    44  1  9   5952.49    No  0.00       Yes M 
Bachelors     Student      21.89  Commercial 6500.00   4   Pickup      
Yes 0.00     0    No   0  0.00     10  0  Urban
406695090 0   1/30/1960   39  2  14  50874.54   No  131769.61  Yes F 
< High School Blue Collar  22.93  Commercial 14100.00  6   Sports Car  
No  0.00     0    No   3  0.00     1   0  Urban
983599846 0   2/29/1940   59  0  15  158702.96  No  0.00       No  F 
PhD           Doctor       32.33  Private    20540.00  17  SUV         
No  0.00     0    No   0  0.00     18  0  Urban
454217720 0   10/10/1955  44  1  11  75045.62   No  244818.90  Yes M 
High School   Blue Collar  56.34  Commercial 9000.00   4   Pickup      
Yes 3288.00  3    No   6  2449.00  10  1  Urban
282526845 0   3/30/1940   59  0  11  186632.22  No  483645.20  Yes M 
PhD           Manager      34.56  Private    21730.00  1   Van         
No  0.00     0    No   2  0.00     13  0  Urban
332762693 0   8/28/1973   26  1  0   0.00       No  0.00       Yes F 
Bachelors     Student      9.95   Commercial 4100.00   1   Sports Car  
No  11279.00 3    No   5  4524.00  6   1  Urban
953612670 0   12/22/1955  43  2  11  46224.49   No  173103.37  Yes M 
High School   Blue Collar  45.40  Commercial 11510.00  13  Pickup      
Yes 0.00     0    Yes  0  4480.00  10  1  Urban
137281356 0   7/17/1952   47  0  7   28653.56   No  144131.26  No  M 
High School   Professional 21.56  Commercial 9070.00   6   Pickup      
Yes 0.00     0    No   3  0.00     8   0  Rural
533779817 0   9/6/1954    45  0  12  107327.06  No  316035.25  No  F 
Bachelors     Professional 38.14  Private    18540.00  1   SUV         
No  0.00     0    No   2  0.00     9   0  Urban
670502617 0   7/2/1950    49  0  14  95156.16   No  278952.99  Yes M 
Masters       Professional 70.45  Commercial 9720.00   6   Pickup      
No  5645.00  3    No   0  0.00     15  0  Urban
95033073  0   12/1/1954   44  0  12  39851.87   No  125283.41  Yes F 
High School   Blue Collar  37.40  Commercial 7410.00   1   SUV         
No  3704.00  2    No   0  0.00     6   0  Urban
255731304 0   11/22/1948  50  0  15  36504.32   No  137024.90  Yes M 
< High School Blue Collar  30.02  Commercial 14210.00  1   Minivan     
Yes 0.00     0    No   0  0.00     8   0  Urban
195811371 0   8/24/1941   58  0  11  51869.72   No  0.00       No  M 
< High School Blue Collar  35.57  Commercial 24520.00  4   Panel Truck 
Yes 0.00     0    Yes  5  40151.71 1   1  Urban
57895463  0   6/14/1943   56  0  13  125795.30  No  0.00       No  M 
Masters       Lawyer       51.94  Private    7100.00   1   Minivan     
Yes 0.00     0    No   0  0.00     14  0  Urban
930441156 0   3/16/1962   37  0  7   61790.49   No  0.00       No  M 
High School   Blue Collar  32.20  Commercial 15150.00  4   Minivan     
No  0.00     0    No   0  2876.00  7   1  Urban
976339643 0   7/15/1942   57  0  10  33707.03   No  0.00       No  F 
< High School Blue Collar  40.08  Commercial 27520.00  12  Pickup      
No  0.00     0    No   0  0.00     1   0  Rural
440161891 0   1/1/1957    42  2  13  64766.07   No  263986.33  Yes F 
High School   Blue Collar  20.38  Commercial 11840.00  18  SUV         
No  44414.00 1    Yes  1  1796.00  1   1  Urban
490636474 1   6/1/1959    40  2  6   54158.61   No  180763.73  Yes M 
< High School Blue Collar  65.48  Private    16920.00  10  Van         
Yes 0.00     0    No   1  0.00     1   0  Rural
466727453 0   11/28/1965  33  3  12  46452.58   No  166666.51  Yes M 
< High School Blue Collar  47.10  Private    6150.00   10  Minivan     
No  0.00     0    No   1  0.00     5   0  Urban
715325953 0   5/3/1966    33  3  7   22899.07   Yes 126381.73  No  M 
< High School Clerical     19.29  Private    7090.00   6   Pickup      
Yes 0.00     0    No   0  0.00     5   0  Rural
357996074 0   8/19/1948   51  0  11  124550.35  No  330451.21  Yes M 
Masters       Lawyer       37.41  Private    38290.00  7   Minivan     
No  0.00     0    No   1  0.00     10  0  Urban
303541974 0   6/11/1959   40  0  5   57062.79   No  0.00       No  F 
Masters       Professional 45.79  Private    16250.00  10  Sports Car  
No  0.00     0    No   0  2872.00  19  1  Urban
144633248 0   5/6/1949    50  0  10  24358.08   No  128209.88  Yes M 
< High School Blue Collar  11.26  Private    17790.00  3   Van         
No  0.00     0    Yes  0  0.00     7   0  Urban
522831508 0   10/16/1960  39  0  10  76150.11   No  219917.29  Yes M 
Bachelors     Blue Collar  38.75  Commercial 14010.00  6   Minivan     
No  0.00     0    No   5  0.00     8   0  Rural
925155504 0   9/8/1948    51  0  0   0.00       No  0.00       Yes F 
< High School Student      9.83   Private    16180.00  7   SUV         
No  0.00     0    No   0  0.00     6   0  Urban
856909134 2   8/16/1963   36  3  13  28326.29   No  145411.35  Yes F 
< High School Clerical     36.97  Commercial 26280.00  7   Pickup      
No  39535.00 3    Yes  2  8662.00  8   1  Urban
176300530 0   9/30/1945   54  0  12  69624.96   No  271182.69  Yes F 
Bachelors     Manager      51.02  Private    22340.00  1   SUV         
No  3155.00  1    No   2  0.00     12  0  Urban
530675931 0   11/17/1952  47  0  8   28172.05   No  175173.34  Yes F 
High School   Home Maker   27.33  Private    13970.00  7   SUV         
No  0.00     0    No   0  0.00     1   0  Urban
753621305 1   9/30/1963   36  1  13  60097.21   No  173562.11  Yes F 
High School   Blue Collar  40.36  Commercial 28040.00  11  Pickup      
No  0.00     0    No   1  0.00     1   0  Urban
885737455 0   10/31/1936  63  0  15  26921.08   No  140455.27  Yes F 
Bachelors     Manager      19.37  Private    14360.00  1   SUV         
No  30288.00 1    Yes  2  5952.00  11  1  Urban
95483524  0   1/31/1966   33  2  9   31675.22   No  159621.49  Yes F 
High School   Blue Collar  24.88  Commercial 9130.00   7   Sports Car  
No  32882.00 1    Yes  6  7719.00  1   1  Urban
508400544 3   3/5/1962    37  3  9   6856.62    Yes 86075.17   No  F 
High School   Home Maker   34.81  Private    12540.00  1   SUV         
No  3452.00  1    No   1  0.00     7   0  Rural
68419810  0   11/21/1950  48  0  12  93658.47   No  274828.15  Yes M 
Bachelors     Professional 32.71  Commercial 18050.00  1   Van         
Yes 0.00     0    No   0  0.00     10  0  Urban
177904348 0   12/18/1942  56  2  17  29523.52   No  198106.86  Yes F 
< High School Blue Collar  52.01  Private    14250.00  14  SUV         
No  0.00     0    No   1  2353.00  7   1  Urban
390463105 0   7/7/1957    42  0  0   0.00       No  0.00       No  F 
High School   Home Maker   5.00   Private    25540.00  1   Sports Car  
No  0.00     0    No   0  0.00     1   0  Urban
597023314 0   2/2/1953    46  0  13  27668.70   No  163355.58  Yes M 
< High School Blue Collar  45.29  Private    8870.00   1   Minivan     
Yes 0.00     0    No   0  0.00     1   0  Rural
995983724 0   9/12/1930   69  0  14  69097.67   No  249025.97  Yes M 
Bachelors     Manager      56.71  Private    15310.00  4   SUV         
Yes 0.00     0    No   3  0.00     11  0  Urban
305504579 1   9/24/1942   57  2  15  34116.09   Yes 0.00       No  F 
High School   Clerical     25.44  Private    10610.00  10  Sports Car  
No  34041.00 3    Yes  1  5457.00  7   1  Urban
563040522 0   10/29/1948  51  0  9   46201.13   No  193648.73  Yes M 
High School   Blue Collar  32.60  Commercial 11220.00  4   Pickup      
Yes 0.00     0    No   0  0.00     9   0  Rural
653240659 0   11/12/1955  44  3  15  29502.15   No  141516.18  Yes F 
< High School Clerical     30.20  Private    28750.00  4   Minivan     
No  37130.00 1    No   2  0.00     2   0  Urban
262104318 0   1/13/1950   49  0  14  108748.30  No  322394.12  Yes F 
< High School Blue Collar  31.95  Private    21520.00  1   SUV         
No  0.00     0    No   1  0.00     7   0  Urban
411870556 0   6/27/1957   42  0  11  49223.56   No  155963.47  Yes M 
High School   Blue Collar  28.57  Commercial 27460.00  1   Minivan     
Yes 4546.00  3    No   0  3443.00  1   1  Urban
957050266 0   1/17/1953   46  0  10  41083.46   No  177526.94  Yes F 
High School   Blue Collar  21.03  Commercial 12810.00  10  SUV         
No  2520.00  2    No   4  0.00     10  0  Urban
414427246 0   7/27/1959   40  1  13  79715.15   Yes 0.00       No  F 
Bachelors     Clerical     6.18   Private    23140.00  10  Minivan     
No  0.00     0    No   0  0.00     7   0  Urban
728230622 0   4/6/1943    56  0  12  277.99     No  91929.80   Yes F 
High School   Student      57.79  Commercial 26150.00  1   Pickup      
No  49641.00 2    No   0  0.00     8   0  Urban
297255585 0   10/18/1951  48  0  8   137411.01  No  391680.20  No  M 
Bachelors     Blue Collar  21.67  Commercial 11940.00  10  Pickup      
Yes 0.00     0    No   0  0.00     4   0  Urban
779818728 0   6/6/1961    38  0  10  28409.29   No  0.00       No  M 
High School   Clerical     27.13  Commercial 8140.00   10  Pickup      
Yes 0.00     0    No   1  0.00     7   0  Rural
609195177 0   11/6/1972   27  3  9   69793.56   Yes 0.00       No  F 
Bachelors     Professional 24.30  Private    14660.00  4   SUV         
No  2848.00  1    No   3  4313.00  6   1  Urban
126864927 1   8/23/1957   42  2  15  85408.06   No  274402.43  Yes F
High School   Blue Collar  32.32  Commercial 20170.00  10  Minivan     
No  697.00   2    No   0  4257.00  8   1  Urban
632172083 0   6/30/1949   50  0  13  94588.60   No  276150.49  Yes M 
< High School Blue Collar  8.02   Private    6500.00   11  Minivan     
No  0.00     0    No   2  1412.55  1   1  Urban
845009116 0   7/2/1946    53  0  12  16535.78   No  133203.66  Yes F 
Bachelors     Home Maker   24.21  Private    3150.00   3   SUV         
No  1335.00  2    No   0  0.00     6   0  Urban
399237836 0   1/10/1956   43  0  7   58111.64   No  0.00       No  M 
Bachelors     Clerical     33.87  Private    1500.00   4   Minivan     
Yes 0.00     0    No   2  0.00     11  0  Rural
641381483 0   10/26/1950  49  0  12  66971.66   No  0.00       No  M 
High School   Professional 16.95  Private    24760.00  10  Minivan     
Yes 6813.00  5    No   0  0.00     8   0  Urban
92890623  1   2/2/1962    37  2  9   54349.14   No  212419.32  Yes F 
High School   Manager      27.80  Private    10630.00  13  SUV         
No  1381.00  1    No   4  0.00     11  0  Urban
163220080 0   3/4/1949    50  0  11  109785.54  No  348665.93  Yes F 
High School   Professional 35.25  Private    9440.00   1   Minivan     
No  0.00     0    No   0  0.00     8   0  Urban
665180201 0   4/6/1975    24  1  13  23108.55   No  93445.26   Yes F 
Bachelors     Clerical     34.08  Private    6210.00   14  SUV         
Yes 5876.00  1    No   2  0.00     13  0  Urban
773942917 0   5/31/1962   37  0  6   53895.29   No  161773.99  Yes M 
Bachelors     Clerical     44.23  Commercial 11250.00  17  Pickup      
No  0.00     0    No   0  5636.00  11  1  Urban
394138480 0   11/8/1956   43  2  12  60972.96   Yes 0.00       No  F 
Bachelors     Blue Collar  55.70  Commercial 5800.00   1   Sports Car  
No  0.00     0    Yes  1  3414.00  8   1  Urban
814013916 0   3/13/1949   50  0  12  34702.57   No  162957.78  No  M 
High School   Blue Collar  31.14  Commercial 9970.00   10  Minivan     
No  651.00   3    No   2  0.00     6   0  Urban
178129665 0   11/20/1951  47  0  0   0.00       No  0.00       Yes M 
High School   Student      35.27  Commercial 11610.00  7   Pickup      
Yes 19545.00 1    Yes  0  26305.26 1   1  Rural
534426680 0   9/8/1959    40  0  11  164807.28  No  0.00       No  M 
PhD           Doctor       21.76  Private    5500.00   1   Pickup      
Yes 0.00     0    No   0  0.00     17  0  Urban
214040951 1   11/20/1941  57  2  0   0.00       No  0.00       Yes M 
High School   Student      28.86  Private    9240.00   1   Pickup      
Yes 8336.00  2    Yes  5  2463.00  1   1  Urban
344781057 0   6/4/1955    44  2  12  6034.94    Yes 0.00       No  M 
< High School Student      28.93  Private    6500.00   10  Pickup      
Yes 23949.00 1    Yes  6  0.00     1   0  Urban
416746837 0   1/7/1947    52  0  10  27019.17   No  142928.62  No  F 
Bachelors     Professional 58.62  Private    9400.00   16  Sports Car  
No  0.00     0    No   1  0.00     13  0  Rural
931284621 0   9/24/1956   43  0  14  30037.45   No  166870.67  Yes M 
< High School Blue Collar  5.00   Private    11920.00  3   Pickup      
Yes 25664.00 3    Yes  3  0.00     1   0  Urban
279632339 0   6/5/1948    51  0  7   94081.97   No  255867.49  Yes M 
Bachelors     Manager      57.39  Private    15140.00  9   Minivan     
Yes 0.00     0    No   2  0.00     9   0  Urban
255731304 0   11/23/1946  52  0  15  88690.95   No  279497.19  Yes M 
Bachelors     Blue Collar  40.49  Private    18200.00  4   Van         
Yes 1261.00  4    No   2  0.00     10  0  Urban
968418547 0   12/7/1960   38  2  14  58832.76   No  193644.40  Yes M 
Bachelors     Blue Collar  40.93  Commercial 17680.00  1   Van         
Yes 0.00     0    Yes  2  4611.02  10  1  Urban
17347314  0   2/5/1962    37  1  7   111183.44  Yes 314817.29  No  F 
Bachelors     Professional 67.07  Private    12420.00  10  Sports Car  
No  0.00     0    No   0  0.00     8   0  Urban
989066499 1   7/11/1956   43  2  16  45347.73   No  198637.77  Yes F 
High School   Clerical     15.54  Private    10330.00  1   Sports Car  
No  0.00     0    No   1  0.00     1   0  Urban
969347793 0   2/22/1958   41  0  10  19815.95   No  142622.10  Yes M 
< High School Clerical     36.77  Private    11590.00  6   Minivan     
No  0.00     0    No   0  0.00     5   0  Rural
469933313 0   4/21/1946   53  0  12  48586.89   No  0.00       No  M 
High School   Blue Collar  61.02  Commercial 19300.00  6   Van         
No  4390.00  3    No   3  5951.18  6   1  Urban
631474711 0   1/22/1951   48  0  10  27207.74   No  0.00       No  F 
High School   Student      64.28  Private    10150.00  6   SUV         
No  18535.00 1    No   3  0.00     7   0  Urban
363479465 0   8/1/1947    52  0  13  152003.69  No  406182.85  Yes F 
Masters       Lawyer       28.88  Private    6700.00   11  SUV         
No  0.00     0    No   0  0.00     1   0  Rural
52463713  0   5/20/1947   52  0  12  78608.72   No  281358.28  No  M 
Bachelors     Professional 36.66  Private    18910.00  1   Van         
Yes 0.00     0    No   0  0.00     11  0  Rural
318742437 0   9/19/1943   56  0  15  134165.84  No  324905.22  Yes F 
Masters       Manager      45.14  Private    20520.00  6   Minivan     
No  0.00     0    No   0  0.00     12  0  Urban
779705246 3   8/25/1937   62  3  16  33994.88   No  136008.26  Yes M 
< High School Blue Collar  41.74  Private    7700.00   4   SUV         
Yes 8002.00  3    No   4  16840.12 1   1  Urban
606191446 0   2/23/1949   50  0  11  113845.14  No  0.00       No  M 
High School   Clerical     18.45  Private    12880.00  1   Minivan     
Yes 0.00     0    No   1  0.00     1   0  Urban
344149788 0   12/5/1950   48  0  11  26874.79   No  0.00       No  M 
High School   Clerical     18.29  Commercial 10450.00  1   Pickup      
No  3830.00  1    No   8  4194.00  6   1  Urban
834666908 0   2/24/1943   56  0  12  95259.07   No  320094.48  Yes F 
Bachelors     Blue Collar  25.17  Commercial 11030.00  4   Minivan     
No  0.00     0    No   0  0.00     1   0  Urban
319910320 0   1/12/1950   49  0  8   76398.79   No  225767.80  Yes M 
High School   Blue Collar  44.03  Commercial 14040.00  7   Minivan     
No  32239.00 2    Yes  5  0.00     1   0  Urban
918437912 0   7/16/1949   50  0  9   58628.33   No  0.00       No  M 
Masters       Lawyer       14.47  Private    12360.00  1   Minivan     
Yes 0.00     0    No   0  1030.00  15  1  Urban
379632558 0   7/9/1969    30  0  12  80872.08   No  285858.56  Yes M 
Bachelors     Professional 27.21  Private    29580.00  10  Minivan     
Yes 0.00     0    No   0  0.00     7   0  Rural
774052555 1   12/25/1960  38  2  13  38316.93   No  125157.42  Yes F 
PhD           Doctor       44.47  Private    1500.00   1   Sports Car  
No  2896.00  1    No   8  0.00     8   0  Urban
57808809  0   8/3/1956    43  4  11  69651.42   No  272224.51  Yes M 
High School   Blue Collar  49.61  Commercial 19210.00  10  Van         
Yes 0.00     0    No   0  0.00     7   0  Urban
938382235 0   8/2/1949    50  0  12  92237.11   No  0.00       No  M 
Bachelors     Blue Collar  56.46  Commercial 15720.00  13  Minivan     
Yes 0.00     0    No   3  0.00     11  0  Rural
233252730 0   5/11/1951   48  0  8   134140.04  No  0.00       No  M 
PhD           Manager      34.10  Commercial 30240.00  1   Panel Truck 
No  7478.00  2    No   6  0.00     13  0  Urban
314006147 0   7/19/1947   52  0  10  47417.42   No  229556.09  No  M 
Masters       Lawyer       60.79  Private    8840.00   10  Minivan     
No  0.00     0    No   0  0.00     13  0  Urban
324060462 0   12/18/1956  42  0  13  172119.02  No  429985.12  Yes M 
PhD           Manager      26.42  Commercial 7580.00   16  Pickup      
No  0.00     0    No   0  0.00     12  0  Urban
600385688 0   7/27/1972   27  3  15  52335.20   No  187295.27  Yes M 
Bachelors     Clerical     23.58  Private    9430.00   18  Minivan     
No  0.00     0    No   0  0.00     7   0  Urban
329152754 0   7/25/1961   38  2  10  40179.59   No  164345.98  Yes F 
Masters       Home Maker   23.33  Private    3320.00   1   Sports Car  
No  0.00     0    No   0  0.00     2   0  Rural
676425834 0   6/2/1953    46  0  11  89656.58   No  267838.94  No  F 
Bachelors     Professional 38.89  Private    11070.00  1   SUV         
No  0.00     0    No   1  0.00     10  0  Urban
826840501 0   3/19/1957   42  1  6   68984.14   Yes 219684.48  No  M 
< High School Professional 45.67  Private    1500.00   6   Minivan     
Yes 0.00     0    Yes  4  0.00     5   0  Urban
169535646 0   12/28/1951  47  0  0   0.00       No  56265.91   Yes F 
Bachelors     Home Maker   31.97  Private    6200.00   1   SUV         
No  0.00     0    Yes  0  0.00     1   0  Urban
105282377 0   8/4/1955    44  0  9   70913.74   No  0.00       No  F 
Bachelors     Blue Collar  68.95  Commercial 5900.00   7   SUV         
No  0.00     0    No   0  0.00     9   0  Rural
251851062 0   6/29/1959   40  0  8   55257.77   No  182916.68  No  M 
High School   Blue Collar  37.23  Commercial 13860.00  10  Minivan     
No  6474.00  2    No   3  0.00     1   0  Urban
132924806 0   3/10/1945   54  0  14  81437.56   No  0.00       No  F 
Masters       Lawyer       39.28  Private    15040.00  4   Sports Car  
No  0.00     0    No   0  6220.00  16  1  Urban
249923796 2   11/15/1959  40  2  13  45777.22   No  199049.13  Yes M 
Bachelors     Clerical     78.43  Commercial 16990.00  7   Van         
Yes 0.00     0    No   4  0.00     11  0  Rural
958652858 1   12/3/1956   42  2  10  36230.17   Yes 158234.08  No  F 
< High School Blue Collar  41.74  Private    6480.00   4   SUV         
No  9773.00  2    No   1  2962.10  5   1  Urban
430554774 0   9/7/1954    45  3  18  77864.84   No  209525.94  Yes F 
< High School Blue Collar  14.49  Private    27170.00  7   Minivan     
No  0.00     0    No   1  0.00     7   0  Urban
732351484 1   7/18/1960   39  3  14  46877.89   No  176581.91  Yes F 
Bachelors     Clerical     27.29  Private    13740.00  7   SUV         
No  0.00     0    No   1  0.00     9   0  Urban
114352452 1   7/3/1956    43  1  11  84341.68   No  289734.29  Yes M 
Masters       Lawyer       47.44  Private    28840.00  10  Minivan     
No  3826.00  3    No   2  0.00     8   0  Urban
897529156 0   6/15/1966   33  0  9   69641.49   No  230290.21  No  M 
Bachelors     Blue Collar  32.73  Commercial 22680.00  1   Panel Truck 
Yes 1712.00  4    No   2  2044.22  15  1  Urban
339847244 0   5/20/1947   52  0  13  16005.24   No  52556.92   Yes M 
< High School Clerical     38.31  Private    11570.00  7   Pickup      
Yes 3546.00  1    No   5  0.00     1   0  Urban
827574178 0   7/11/1952   47  0  12  55019.39   No  206800.63  Yes F 
Bachelors     Professional 51.41  Private    18110.00  4   SUV         
No  9085.00  2    No   1  0.00     9   0  Urban
897465576 0   3/4/1948    51  1  13  46380.93   No  217178.99  Yes F 
High School   Manager      18.21  Private    20130.00  12  SUV         
No  0.00     0    No   0  0.00     6   0  Urban
448101140 0   3/16/1952   47  0  8   51624.25   No  0.00       No  M 
High School   Clerical     24.20  Private    20500.00  1   Van         
Yes 0.00     0    No   0  0.00     1   0  Urban
686821723 0   4/15/1957   42  1  11  200927.84  No  513817.29  Yes M 
PhD           Manager      25.50  Commercial 5600.00   1   Pickup      
No  4020.00  1    No   2  2931.00  14  1  Urban
380886411 0   4/16/1952   47  0  12  64246.46   No  233450.18  Yes M 
Bachelors     Manager      33.96  Commercial 7200.00   1   Pickup      
Yes 10265.00 1    No   1  0.00     13  0  Urban
551296680 0   3/13/1956   43  0  12  2346.16    No  99553.56   Yes F 
Bachelors     Student      25.19  Commercial 24590.00  1   Minivan     
No  33218.00 3    No   0  0.00     7   0  Urban
433559105 0   5/2/1963    36  0  11  48901.03   No  210300.02  Yes M 
High School   Manager      5.00   Private    5100.00   1   Pickup      
No  3805.00  3    No   0  0.00     9   0  Urban
363183316 0   1/18/1958   41  2  13  78370.26   Yes 230394.06  No  F 
Masters       Lawyer       42.41  Private    21340.00  11  Minivan     
No  0.00     0    No   0  0.00     12  0  Rural
887521778 0   10/28/1943  56  0  8   42833.87   No  146454.54  Yes M 
Bachelors     Blue Collar  28.84  Commercial 22760.00  4   Panel Truck 
Yes 0.00     0    No   5  0.00     8   0  Rural
668312735 0   9/17/1952   47  0  9   107414.12  No  0.00       No  F 
Masters       Home Maker   49.82  Commercial 21220.00  7   Pickup      
No  8295.00  2    No   2  0.00     17  0  Urban
786615637 0   10/29/1946  53  0  2   55890.49   No  0.00       No  F 
Masters       Lawyer       43.26  Private    12390.00  6   SUV         
No  6668.00  1    No   4  0.00     19  0  Urban
343549613 0   12/7/1952   46  0  10  70307.22   No  226428.87  Yes F 
Bachelors     Blue Collar  36.26  Commercial 22210.00  1   SUV         
No  6632.00  2    No   0  0.00     10  0  Urban
292877455 0   4/19/1944   55  0  15  39421.85   No  173117.49  Yes F 
High School   Clerical     31.92  Private    18150.00  1   Minivan     
No  0.00     0    No   0  0.00     8   0  Urban
775278706 0   5/20/1949   50  0  3   87718.96   No  0.00       No  M 
Bachelors     Blue Collar  20.07  Commercial 9160.00   17  Minivan     
No  0.00     0    Yes  2  9270.00  9   1  Urban
307042838 0   8/3/1962    37  3  15  98654.55   No  272278.05  Yes F 
Masters       Lawyer       14.75  Private    11370.00  1   SUV         
No  0.00     0    No   5  0.00     13  0  Urban
381939339 0   6/4/1965    34  1  11  35136.37   No  121174.60  Yes M 
High School   Clerical     8.87   Private    15330.00  10  Minivan     
Yes 0.00     0    No   1  0.00     1   0  Urban
647929536 0   6/9/1962    37  0  10  44705.44   No  159710.16  Yes M 
Masters       Professional 20.90  Private    12990.00  6   Minivan     
Yes 0.00     0    No   4  0.00     13  0  Urban
689058670 0   8/25/1943   56  0  13  44320.46   No  166534.77  Yes F 
Bachelors     Clerical     47.52  Commercial 12160.00  1   Pickup      
No  3211.00  1    No   7  4539.00  15  1  Urban
22340563  1   5/25/1960   39  3  17  25846.21   No  107211.39  Yes M 
High School   Clerical     67.57  Commercial 26850.00  10  Panel Truck 
Yes 0.00     0    No   3  0.00     7   0  Urban
792036483 1   8/27/1965   34  1  12  33197.11   No  123198.62  Yes F 
High School   Clerical     29.50  Private    5100.00   4   SUV         
No  0.00     0    No   0  0.00     6   0  Urban
521577209 0   4/2/1953    46  0  10  144447.86  No  370577.78  No  F 
Masters       Lawyer       34.29  Private    12130.00  1   SUV         
No  0.00     0    No   3  0.00     17  0  Urban
220914247 0   10/6/1942   57  1  0   0.00       No  83842.53   Yes F 
< High School Home Maker   35.94  Private    9180.00   1   SUV         
No  2933.00  2    No   8  5834.73  1   1  Urban
464257651 0   10/4/1963   36  0  13  46195.04   No  218148.84  Yes F 
Bachelors     Clerical     25.09  Private    20530.00  3   Minivan     
No  0.00     0    No   0  0.00     14  0  Rural
640148036 0   11/6/1946   53  0  11  27045.39   No  161922.02  Yes M 
Bachelors     Clerical     53.59  Commercial 6800.00   6   Pickup      
No  6523.00  3    No   4  2439.00  7   1  Urban
202401508 0   6/1/1951    48  0  12  88744.70   No  241554.68  Yes F 
High School   Blue Collar  54.69  Commercial 7050.00   1   SUV         
No  1031.00  2    No   5  0.00     12  0  Urban
707470066 0   9/24/1969   30  4  16  42579.22   No  169595.52  Yes F 
High School   Blue Collar  11.84  Commercial 24490.00  10  Pickup      
No  2974.00  1    No   0  0.00     7   0  Urban
364590423 0   10/3/1955   44  2  14  26377.37   Yes 169045.47  No  M 
High School   Clerical     30.21  Private    8540.00   1   Minivan     
Yes 4236.00  3    No   3  4312.00  1   1  Urban
85976149  0   7/23/1975   24  1  7   6862.20    Yes 0.00       No  F 
Bachelors     Clerical     37.94  Private    2190.00   1   SUV         
Yes 11226.00 1    No   4  2569.00  9   1  Urban
232838532 0   8/17/1944   55  0  15  87426.46   No  286181.61  Yes M 
Bachelors     Blue Collar  40.80  Private    8410.00   4   Pickup      
No  0.00     0    No   0  0.00     9   0  Urban
121455159 0   1/10/1951   48  0  8   75914.37   No  0.00       No  F 
Bachelors     Professional 51.01  Private    13240.00  1   SUV         
No  0.00     0    No   0  0.00     1   0  Urban
308802855 0   8/16/1945   54  0  12  1590.35    No  58365.12   Yes M 
Masters       Lawyer       14.21  Private    20320.00  7   Van         
Yes 0.00     0    No   0  0.00     16  0  Urban
835290346 0   2/9/1952    47  0  13  40459.99   No  0.00       No  F 
Masters       Blue Collar  54.20  Commercial 5550.00   4   Sports Car  
No  0.00     0    No   1  0.00     16  0  Rural
183450284 0   8/1/1961    38  0  5   25123.15   No  101352.48  Yes M 
< High School Student      52.20  Private    11710.00  1   Pickup      
Yes 0.00     0    No   1  0.00     1   0  Rural
55524088  0   2/18/1972   27  1  9   7988.75    No  59185.11   Yes F 
High School   Home Maker   48.37  Private    5000.00   6   Sports Car  
No  0.00     0    No   2  0.00     1   0  Rural
128098401 0   4/3/1974    25  1  9   24234.29   No  0.00       Yes M 
Bachelors     Student      46.22  Commercial 6420.00   1   Pickup      
Yes 1368.00  2    No   1  0.00     15  0  Rural
627042394 0   5/10/1965   34  3  9   23439.10   No  113409.27  Yes F 
High School   Clerical     37.51  Private    7240.00   4   Minivan     
No  0.00     0    Yes  1  7551.01  6   1  Urban
571823205 0   4/6/1953    46  1  13  62886.16   Yes 202177.70  No  F 
Bachelors     Professional 17.74  Private    22260.00  1   Minivan     
No  5290.00  1    No   6  0.00     6   0  Urban
204629831 1   8/23/1954   45  1  10  36364.70   Yes 0.00       No  M 
High School   Clerical     47.95  Private    20010.00  4   Minivan     
No  0.00     0    No   3  5811.00  8   1  Urban
657603682 0   9/23/1952   47  0  11  78953.03   No  233924.79  Yes M 
Bachelors     Blue Collar  23.41  Commercial 17410.00  4   Van         
Yes 0.00     0    No   1  0.00     8   0  Urban
439757265 0   8/7/1956    43  0  4   135157.18  No  358419.54  Yes F 
PhD           Doctor       31.04  Private    20470.00  6   SUV         
No  0.00     0    No   0  0.00     16  0  Urban
430670098 0   4/1/1969    30  2  11  132463.07  Yes 362176.13  No  M 
Bachelors     Professional 37.78  Private    14820.00  6   Minivan     
Yes 5007.00  3    No   5  0.00     11  0  Urban
64308498  0   9/14/1943   56  0  14  13692.43   No  134847.42  Yes F 
High School   Home Maker   28.10  Private    35620.00  1   SUV         
No  0.00     0    No   0  0.00     9   0  Urban
495504901 0   2/1/1959    40  2  12  71237.40   No  203432.90  Yes M 
Bachelors     Clerical     25.43  Private    12620.00  1   Minivan     
Yes 30001.00 2    Yes  5  0.00     13  0  Urban
673625030 0   12/25/1947  51  0  16  36430.61   No  170379.52  Yes M 
High School   Clerical     50.53  Commercial 18050.00  6   Van         
No  0.00     0    No   1  0.00     1   0  Rural
810479400 0   6/25/1966   33  2  14  58973.04   No  197612.98  Yes M 
High School   Blue Collar  26.39  Commercial 10580.00  1   Pickup      
Yes 0.00     0    No   1  20539.98 1   1  Urban
106952963 3   7/20/1962   37  3  10  107765.00  Yes 309215.80  No  M 
Masters       Manager      14.08  Commercial 24440.00  4   Panel Truck 
Yes 5818.00  1    No   1  0.00     17  0  Urban
206064949 0   3/16/1964   35  2  13  8745.75    No  127941.50  Yes F 
High School   Blue Collar  50.37  Commercial 5370.00   1   SUV         
No  0.00     0    No   6  962.00   1   1  Urban
792318698 1   10/25/1957  42  4  15  9949.97    No  0.00       Yes F 
High School   Student      37.37  Private    6690.00   11  SUV         
No  0.00     0    Yes  0  0.00     1   0  Urban
43560967  0   2/10/1944   55  0  11  44426.93   No  214963.26  Yes F 
Bachelors     Manager      26.66  Private    15890.00  10  SUV         
No  0.00     0    No   0  0.00     11  0  Urban
12233674  0   12/24/1968  30  0  10  37614.20   No  165401.82  Yes M 
High School   Blue Collar  74.51  Commercial 16170.00  6   Minivan     
Yes 0.00     0    No   1  0.00     1   0  Rural
519429084 0   11/24/1956  42  0  7   2763.17    No  0.00       Yes M 
High School   Student      44.06  Commercial 7230.00   4   Pickup      
No  0.00     0    No   0  0.00     9   0  Rural
91970915  1   7/14/1963   36  2  9   21873.28   Yes 118099.58  No  M 
< High School Clerical     26.77  Private    7290.00   6   Minivan     
No  0.00     0    No   0  0.00     1   0  Rural
946150116 0   7/28/1951   48  0  15  24503.15   No  141397.71  No  M 
< High School Blue Collar  39.12  Commercial 20350.00  1   Van         
Yes 0.00     0    No   0  0.00     8   0  Rural
75005626  0   5/24/1958   41  0  9   18938.86   No  0.00       No  M 
< High School Blue Collar  50.15  Private    5600.00   1   Minivan     
No  41669.00 3    Yes  1  2553.00  1   1  Urban
438313427 0   7/20/1955   44  0  13  102872.29  No  345288.47  No  M 
Bachelors     Professional 38.12  Private    5960.00   7   Pickup      
Yes 0.00     0    Yes  1  0.00     17  0  Urban
202517761 0   9/25/1961   38  0  11  48207.12   No  179539.09  No  F 
High School   Clerical     38.12  Private    10120.00  3   SUV         
No  1842.00  3    No   4  22180.37 8   1  Urban
97502024  0   4/20/1963   36  3  15  7584.76    No  75925.14   Yes M 
< High School Student      5.00   Private    15500.00  1   Minivan     
Yes 6826.00  2    No   7  0.00     1   0  Urban
656344335 0   12/9/1955   43  0  7   83549.79   No  0.00       No  M 
Bachelors     Professional 5.00   Commercial 24950.00  1   Panel Truck 
No  0.00     0    No   0  0.00     13  0  Urban
535896650 0   11/17/1969  30  2  12  106721.90  Yes 0.00       No  F 
Bachelors     Manager      43.05  Private    26520.00  7   Sports Car  
No  0.00     0    No   0  3282.00  13  1  Urban
734265621 0   9/12/1947   52  0  14  284897.87  No  645241.38  Yes M 
PhD           Manager      33.16  Commercial 35190.00  3   Panel Truck 
Yes 0.00     0    No   0  0.00     19  0  Urban
989828809 0   6/20/1953   46  0  5   40264.09   No  116913.45  Yes F 
Masters       Professional 5.00   Private    17940.00  6   Minivan     
No  0.00     0    No   0  0.00     10  0  Urban
405093473 0   3/18/1934   65  0  0   0.00       No  110627.13  Yes F 
PhD           Home Maker   42.92  Private    16830.00  6   SUV         
No  0.00     0    No   0  0.00     13  0  Rural
669242372 0   11/20/1953  45  2  13  103093.22  No  323805.10  Yes M 
Masters       Professional 30.91  Private    14830.00  6   Minivan     
Yes 0.00     0    No   0  0.00     16  0  Urban
386767475 1   1/14/1957   42  3  13  42891.48   No  197172.55  Yes F 
High School   Clerical     25.97  Private    22150.00  15  SUV         
No  3790.00  2    No   0  2088.00  6   1  Urban
535150620 0   8/22/1956   43  0  12  66100.85   No  247991.05  Yes F 
Masters       Lawyer       42.00  Private    12410.00  1   SUV         
No  0.00     0    No   0  2479.00  14  1  Urban
437754829 2   1/23/1963   36  3  6   26011.03   No  133863.18  Yes M 
< High School Blue Collar  40.75  Private    18290.00  6   Minivan     
No  0.00     0    Yes  0  0.00     1   0  Urban
474290004 0   11/12/1969  30  0  11  112686.88  No  292963.78  No  M 
High School   Manager      24.16  Private    12770.00  1   Minivan     
Yes 0.00     0    No   0  9863.16  1   1  Urban
536804471 0   4/14/1960   39  0  11  107948.79  No  273485.98  No  F 
Bachelors     Professional 49.14  Private    7330.00   10  SUV         
No  8043.00  2    No   6  0.00     11  0  Urban
181829322 0   3/12/1954   45  2  16  63478.74   No  218781.17  Yes F 
Bachelors     Professional 22.50  Private    24510.00  1   Minivan     
No  0.00     0    No   0  0.00     14  0  Urban
111008804 0   9/1/1960    39  0  10  106943.99  No  0.00       No  F 
Bachelors     Blue Collar  21.11  Private    19960.00  10  SUV         
No  0.00     0    No   0  0.00     12  0  Urban
528286303 0   2/2/1959    40  0  11  4403.53    No  0.00       No  F 
Masters       Home Maker   53.73  Private    10400.00  4   Minivan     
No  21205.00 2    No   1  0.00     17  0  Urban
524414536 0   11/29/1967  31  1  10  26118.62   No  0.00       Yes F 
Bachelors     Student      46.75  Private    7210.00   4   SUV         
No  0.00     0    No   0  0.00     8   0  Urban
396881068 0   10/23/1942  57  0  7   93870.47   No  302628.30  Yes M 
Masters       Manager      16.42  Private    16870.00  11  Van         
Yes 0.00     0    No   0  0.00     14  0  Urban
742200775 0   10/27/1948  51  0  11  54920.41   No  0.00       No  F 
Masters       Lawyer       31.25  Private    33400.00  6   Minivan     
No  0.00     0    No   1  0.00     10  0  Urban
994001102 0   2/2/1950    49  0  13  66195.75   No  229424.73  Yes M 
Bachelors     Professional 16.96  Private    8550.00   4   Pickup      
Yes 28274.00 2    No   0  0.00     11  0  Urban
866100928 0   8/8/1941    58  0  13  103554.83  No  322977.88  No  F 
Masters       Lawyer       48.79  Private    30580.00  1   Sports Car  
No  0.00     0    No   0  6418.00  17  1  Rural
3246903   0   12/1/1966   32  5  0   0.00       No  0.00       Yes M 
< High School Student      24.35  Private    4700.00   4   Minivan     
Yes 0.00     0    No   0  0.00     8   0  Urban
114135074 0   3/19/1952   47  0  12  143716.18  No  379399.42  Yes F 
PhD           Manager      23.22  Commercial 38120.00  1   Panel Truck 
No  0.00     0    No   2  0.00     16  0  Urban
400710320 0   7/16/1954   45  2  13  72727.04   No  246001.61  Yes F 
Bachelors     Professional 23.86  Private    13210.00  10  SUV         
No  0.00     0    No   2  0.00     10  0  Urban
570595259 0   6/10/1960   39  2  13  26839.80   Yes 143883.85  No  M 
Masters       Lawyer       25.72  Private    21950.00  1   Van         
No  5477.00  3    No   4  0.00     9   0  Urban
138657379 0   9/17/1959   40  0  11  87967.24   No  260891.91  Yes M 
Masters       Professional 49.42  Private    14300.00  10  Minivan     
Yes 0.00     0    Yes  0  0.00     11  0  Urban
135293295 0   5/11/1961   38  0  8   44575.28   No  164144.52  Yes F 
Bachelors     Professional 31.21  Private    9760.00   11  SUV         
No  3787.00  4    Yes  4  0.00     6   0  Urban
63207789  0   2/6/1952    47  0  11  30451.83   No  150467.93  Yes M 
< High School Blue Collar  33.68  Commercial 21210.00  1   Van         
Yes 0.00     0    No   0  0.00     8   0  Urban
419976048 0   4/26/1953   46  0  3   16717.42   No  0.00       No  M 
Bachelors     Student      44.68  Private    15520.00  10  Minivan     
Yes 0.00     0    No   0  0.00     11  0  Urban
707689538 0   12/12/1952  46  0  14  54340.47   No  218964.19  Yes F 
Bachelors     Clerical     45.22  Private    20320.00  6   SUV         
No  0.00     0    No   5  0.00     13  0  Urban
730441601 0   3/13/1946   53  0  13  17423.69   No  0.00       Yes M 
Bachelors     Student      39.44  Commercial 15200.00  1   Minivan     
Yes 0.00     0    No   0  0.00     1   0  Rural
904098670 0   1/22/1958   41  2  15  97678.76   Yes 273141.53  No  M 
Bachelors     Blue Collar  21.64  Commercial 12850.00  1   Minivan     
Yes 38815.00 3    No   6  0.00     1   0  Urban
470060990 0   6/9/1978    21  0  0   0.00       No  51892.92   No  M 
High School   Student      55.09  Commercial 3600.00   10  Minivan     
Yes 3231.00  3    No   7  0.00     1   0  Rural
731368580 0   8/14/1974   25  3  12  78061.54   Yes 0.00       No  F 
High School   Professional 5.00   Private    20640.00  6   Minivan     
No  0.00     0    No   0  0.00     12  0  Urban
345771306 0   9/13/1957   42  0  8   61322.02   No  228496.18  No  M 
High School   Clerical     35.60  Commercial 11830.00  1   Pickup      
No  0.00     0    No   2  0.00     1   0  Rural
374610346 0   12/5/1961   37  2  8   73897.00   No  244387.08  Yes F 
Bachelors     Clerical     5.09   Private    16390.00  11  SUV         
No  34941.00 2    No   0  0.00     6   0  Urban
134794189 0   10/8/1947   52  0  14  135115.88  No  335049.87  Yes M 
PhD           Manager      28.32  Private    17530.00  1   Minivan     
No  0.00     0    Yes  1  0.00     13  0  Urban
174725774 0   5/4/1949    50  0  13  36605.17   No  184411.03  Yes M 
High School   Blue Collar  48.05  Commercial 18050.00  3   Van         
No  46625.00 3    No   4  0.00     1   0  Urban
621372360 0   9/9/1972    27  1  0   0.00       No  0.00       Yes F 
< High School Student      39.13  Commercial 11330.00  4   Sports Car  
No  35165.00 3    Yes  7  0.00     4   0  Urban
669976904 0   11/10/1963  36  0  11  30070.61   No  152771.04  Yes F 
< High School Blue Collar  33.09  Private    17970.00  10  SUV         
No  0.00     0    No   0  0.00     1   0  Rural
920579205 0   12/24/1951  47  0  13  78118.79   No  226596.39  Yes M 
Masters       Manager      25.39  Private    14010.00  10  Minivan     
Yes 0.00     0    Yes  0  0.00     18  0  Urban
73710290  0   8/3/1942    57  0  13  99985.15   No  298355.56  Yes M 
Masters       Lawyer       22.88  Private    17200.00  1   Van         
No  6739.00  2    No   5  0.00     20  0  Urban
591933815 0   4/11/1953   46  0  9   107006.18  No  342271.84  Yes M 
Masters       Manager      7.29   Private    6100.00   1   Minivan     
Yes 0.00     0    No   0  0.00     15  0  Urban
860428575 0   3/27/1970   29  1  13  36708.41   Yes 0.00       No  M 
High School   Professional 44.72  Private    16150.00  1   Minivan     
No  5618.00  1    No   8  0.00     9   0  Urban
659941698 0   12/24/1948  50  0  13  73668.44   No  212878.28  Yes F 
Masters       Lawyer       12.51  Private    8870.00   3   Sports Car  
No  0.00     0    Yes  6  0.00     11  0  Urban
362967186 0   10/23/1960  39  1  11  32187.59   No  174246.94  Yes F 
High School   Professional 37.57  Private    8620.00   6   SUV         
No  5399.00  2    No   4  3349.00  1   1  Urban
422758152 0   6/2/1945    54  0  3   27546.43   No  181136.55  Yes M 
High School   Clerical     5.00   Private    15730.00  3   Minivan     
Yes 0.00     0    No   3  0.00     5   0  Urban
888163837 0   7/16/1951   48  0  7   35398.37   No  0.00       No  M 
High School   Clerical     12.51  Commercial 6200.00   10  Pickup      
No  0.00     0    No   2  0.00     9   0  Rural
170839274 0   8/5/1962    37  0  10  55242.47   No  183992.09  No  M 
High School   Blue Collar  30.29  Commercial 8700.00   6   Pickup      
No  33030.00 2    Yes  0  6250.00  1   1  Urban
230975934 0   9/19/1946   53  0  13  80022.78   No  246531.98  Yes F 
Bachelors     Blue Collar  58.00  Commercial 20990.00  4   Sports Car  
No  29379.00 2    Yes  5  3408.00  9   1  Urban
107330101 1   3/25/1954   45  2  14  28730.58   Yes 0.00       No  M 
High School   Blue Collar  56.94  Commercial 6000.00   1   Minivan     
Yes 0.00     0    No   0  13041.58 1   1  Urban
589562459 0   10/4/1947   52  0  7   16253.32   No  0.00       No  M 
< High School Clerical     40.26  Private    8080.00   1   Pickup      
No  969.00   2    No   3  0.00     7   0  Urban
768598772 0   4/10/1954   45  1  11  51655.26   Yes 182945.26  No  F 
High School   Blue Collar  52.23  Commercial 16210.00  17  SUV         
No  0.00     0    No   1  0.00     6   0  Rural
932328426 0   8/15/1971   28  4  10  10031.84   No  0.00       Yes M 
Bachelors     Student      13.33  Commercial 5850.00   1   Pickup      
Yes 12269.00 1    Yes  0  5657.00  12  1  Urban
627082069 0   11/16/1951  48  0  0   0.00       No  0.00       No  F 
< High School Student      5.00   Private    9060.00   1   SUV         
No  0.00     0    No   2  0.00     1   0  Urban
602256369 0   6/12/1970   29  2  14  45299.04   No  148600.41  Yes F 
High School   Blue Collar  11.18  Commercial 8930.00   7   SUV         
No  5289.00  1    No   4  1502.00  1   1  Urban
997883308 0   7/4/1960    39  0  13  18274.38   No  0.00       No  F 
High School   Clerical     11.19  Private    7230.00   6   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
35408858  0   8/18/1953   46  0  12  88358.54   No  267679.31  Yes F 
Masters       Lawyer       25.27  Private    31980.00  3   Minivan     
No  0.00     0    Yes  0  0.00     1   0  Urban
327540972 0   4/15/1943   56  0  13  76637.99   No  0.00       No  M 
High School   Blue Collar  60.58  Commercial 14060.00  1   Minivan     
Yes 24930.00 2    No   10 0.00     5   0  Urban
414426196 1   3/23/1942   57  1  13  53227.48   No  204308.98  Yes F 
Bachelors     Professional 41.22  Private    34950.00  6   Minivan     
No  0.00     0    No   0  0.00     11  0  Urban
366128758 0   12/7/1940   58  2  12  146202.13  No  473365.75  Yes M 
Bachelors     Professional 21.82  Private    10320.00  6   Pickup      
Yes 4716.00  1    No   0  2891.00  12  1  Urban
324561319 0   12/6/1943   55  0  0   0.00       No  0.00       No  F 
PhD           Home Maker   36.41  Private    2950.00   4   SUV         
No  0.00     0    No   0  0.00     12  0  Urban
852560906 0   8/3/1957    42  0  9   16715.51   No  117162.71  No  F 
High School   Clerical     5.00   Private    21580.00  1   Pickup      
No  0.00     0    No   1  0.00     6   0  Rural
37461363  0   2/22/1955   44  0  12  46781.23   No  0.00       No  F 
Bachelors     Professional 28.83  Private    17960.00  11  SUV         
No  6545.00  1    No   5  3411.00  15  1  Urban
600514127 0   10/24/1965  34  3  14  57243.77   Yes 0.00       No  F 
Bachelors     Clerical     45.18  Private    36000.00  1   Pickup      
No  0.00     0    Yes  0  0.00     6   0  Urban
37848520  0   12/21/1948  50  0  5   28299.44   No  183580.53  Yes F 
Bachelors     Home Maker   39.60  Private    9330.00   6   SUV         
No  0.00     0    No   2  0.00     11  0  Urban
261036496 0   2/26/1959   40  2  11  23057.29   No  126080.17  Yes F 
High School   Clerical     51.46  Private    27660.00  6   Pickup      
No  0.00     0    No   0  0.00     1   0  Rural
783473090 0   1/6/1962    37  0  11  9664.46    No  147748.78  Yes M 
Masters       Professional 30.06  Commercial 28700.00  1   Panel Truck 
No  5476.00  1    No   2  0.00     1   0  Urban
276502461 0   12/3/1958   40  0  13  84505.52   No  251399.76  Yes F 
Masters       Lawyer       31.75  Private    19100.00  6   Minivan     
No  0.00     0    Yes  5  0.00     15  0  Urban
441486228 0   8/23/1951   48  0  12  19392.51   No  0.00       No  F 
Bachelors     Blue Collar  39.45  Private    8240.00   1   SUV         
No  0.00     0    No   1  0.00     8   0  Rural
993821847 0   9/11/1956   43  0  12  94641.49   No  299423.97  Yes F 
Masters       Lawyer       52.18  Private    21400.00  6   SUV         
No  11095.00 1    No   0  0.00     19  0  Urban
688658173 0   12/28/1956  42  2  14  20586.23   No  142997.26  Yes F 
< High School Clerical     47.36  Private    7760.00   4   SUV         
No  0.00     0    No   0  5142.00  1   1  Rural
346696036 0   4/12/1952   47  0  10  64758.51   No  0.00       No  F 
Masters       Manager      5.00   Private    15970.00  6   SUV         
No  0.00     0    Yes  2  0.00     13  0  Urban
733443011 0   11/6/1950   49  0  11  99100.42   No  251945.29  Yes F 
Masters       Lawyer       26.07  Private    26650.00  1   Minivan     
No  0.00     0    No   0  0.00     15  0  Rural
921318752 0   9/29/1954   45  0  8   40367.83   No  171247.71  Yes F 
Bachelors     Professional 37.13  Private    10040.00  1   Sports Car  
No  0.00     0    No   1  0.00     8   0  Rural
178223169 0   2/21/1953   46  0  12  74607.07   No  275747.97  Yes F 
Bachelors     Blue Collar  36.78  Commercial 13930.00  7   SUV         
No  0.00     0    No   0  0.00     7   0  Urban
918785477 0   5/2/1944    55  0  5   60745.30   No  233583.37  Yes M 
Bachelors     Manager      15.08  Private    15320.00  7   Minivan     
Yes 0.00     0    No   0  0.00     14  0  Urban
474958398 0   10/22/1949  50  0  13  62626.04   No  0.00       No  F 
High School   Blue Collar  35.65  Commercial 13790.00  6   SUV         
No  0.00     0    No   1  0.00     10  0  Urban
378873543 0   2/11/1936   63  0  7   52612.88   No  209831.99  Yes F 
Bachelors     Manager      46.02  Private    13060.00  3   Sports Car  
No  7649.00  1    No   0  0.00     7   0  Urban
275063923 0   3/22/1952   47  0  9   39837.34   No  147764.67  Yes M 
< High School Clerical     58.75  Private    10940.00  1   Pickup      
Yes 0.00     0    No   0  0.00     1   0  Urban
865839595 0   11/29/1951  47  0  11  61407.30   No  0.00       No  F 
Bachelors     Clerical     16.02  Private    10830.00  13  SUV         
No  0.00     0    No   2  0.00     5   0  Urban
660450297 0   2/16/1941   58  0  12  71100.80   No  266848.45  Yes M 
< High School Blue Collar  40.45  Private    14160.00  1   Minivan     
Yes 43052.00 2    Yes  6  4610.00  5   1  Rural
741602674 0   3/3/1945    54  0  10  46623.95   No  212272.57  No  M 
Masters       Lawyer       39.65  Private    18990.00  13  Van         
No  0.00     0    No   0  3850.00  13  1  Urban
287427656 0   4/12/1965   34  2  0   0.00       Yes 0.00       No  M 
< High School Student      38.16  Private    9220.00   6   Pickup      
Yes 7575.00  2    No   3  0.00     5   0  Urban
844109080 0   8/21/1962   37  2  13  4319.11    No  0.00       Yes M 
High School   Student      35.92  Private    9960.00   6   Minivan     
No  0.00     0    No   3  4155.00  1   1  Urban
577235524 0   1/31/1952   47  0  10  31095.54   No  173254.10  Yes M 
< High School Clerical     31.26  Private    27760.00  4   Minivan     
No  0.00     0    No   1  0.00     4   0  Urban
95461310  1   5/11/1960   39  2  9   24628.37   No  195488.58  Yes F 
High School   Blue Collar  31.82  Commercial 18810.00  6   SUV         
No  2415.00  1    No   3  6653.00  10  1  Urban
598404152 0   12/17/1946  52  0  13  604.81     No  0.00       No  F 
High School   Home Maker   45.05  Private    19420.00  1   Minivan     
No  0.00     0    No   0  0.00     5   0  Rural
968418547 0   12/7/1960   38  2  14  58832.76   No  193644.40  Yes M 
Bachelors     Blue Collar  40.93  Commercial 20750.00  1   Minivan     
Yes 8403.00  1    No   6  2856.00  10  1  Urban
922205147 0   8/16/1969   30  0  7   10677.83   No  0.00       No  M 
< High School Clerical     22.07  Commercial 11700.00  4   Pickup      
Yes 7228.00  1    No   8  3242.00  7   1  Urban
220259253 0   12/17/1976  22  0  10  5441.85    No  0.00       Yes M 
Bachelors     Student      45.62  Commercial 3800.00   1   Minivan     
Yes 30922.00 2    Yes  6  1748.74  1   1  Urban
254109469 0   5/25/1937   62  0  12  11667.73   No  0.00       No  M 
Bachelors     Student      46.92  Private    8870.00   7   SUV         
No  0.00     0    No   0  0.00     3   0  Rural
274305518 0   2/14/1954   45  1  17  5306.26    No  0.00       Yes F 
High School   Student      31.69  Private    12990.00  6   SUV         
No  0.00     0    No   0  0.00     1   0  Urban
13237023  0   10/23/1947  52  0  12  23405.98   No  175921.83  No  M 
< High School Blue Collar  25.47  Private    6960.00   13  Pickup      
Yes 0.00     0    No   0  0.00     8   0  Urban
700098445 0   4/22/1957   42  0  12  82659.88   No  208430.70  No  F 
Masters       Lawyer       59.01  Private    9770.00   6   SUV         
No  0.00     0    No   0  0.00     19  0  Urban
283577004 0   8/29/1952   47  0  10  57606.90   No  0.00       No  M 
< High School Blue Collar  24.02  Commercial 12970.00  10  Minivan     
Yes 8917.00  1    Yes  5  4289.00  1   1  Rural
634782735 0   10/15/1965  34  0  9   31052.03   No  116137.05  Yes F 
High School   Clerical     62.94  Private    13700.00  5   SUV         
No  0.00     0    No   2  5884.00  7   1  Urban
813753191 0   3/13/1956   43  1  14  39140.26   No  173591.31  Yes F 
High School   Clerical     20.78  Private    26470.00  7   Pickup      
No  0.00     0    No   0  0.00     1   0  Rural
14285900  0   4/25/1946   53  0  13  117853.53  No  0.00       No  M 
Masters       Lawyer       5.00   Private    6800.00   10  Pickup      
Yes 0.00     0    No   0  0.00     1   0  Rural
302594351 0   9/22/1943   56  0  15  118666.10  No  335736.91  Yes M 
Bachelors     Blue Collar  58.62  Commercial 15390.00  1   Minivan     
Yes 0.00     0    No   0  0.00     9   0  Rural
70771420  0   6/27/1973   26  1  12  50402.39   No  169080.27  Yes F 
High School   Clerical     47.52  Private    9140.00   6   Sports Car  
No  7567.00  1    No   0  0.00     1   0  Rural
96173378  0   12/2/1946   52  0  11  81849.03   No  273960.58  Yes F 
High School   Blue Collar  55.69  Commercial 6700.00   1   SUV         
No  4235.00  3    No   6  5497.00  1   1  Urban
108496672 0   9/22/1956   43  2  16  63611.98   No  220416.62  Yes M 
High School   Clerical     56.92  Private    12160.00  10  Minivan     
No  0.00     0    No   1  0.00     1   0  Rural
66782260  0   3/29/1965   34  2  12  55229.10   No  202454.80  Yes F 
Bachelors     Blue Collar  55.89  Commercial 8390.00   10  SUV         
No  0.00     0    No   0  0.00     6   0  Urban
805454074 0   4/11/1965   34  0  5   59972.39   No  165806.18  No  M 
Bachelors     Professional 51.30  Commercial 23040.00  1   Panel Truck 
No  0.00     0    No   3  931.00   7   1  Urban
607763262 0   9/22/1956   43  0  6   39273.23   No  0.00       No  M 
High School   Blue Collar  38.86  Commercial 21660.00  6   Van         
No  0.00     0    No   0  0.00     1   0  Rural
761909052 0   11/27/1957  41  0  10  27907.18   No  152144.21  No  F 
High School   Home Maker   40.12  Private    8390.00   6   Sports Car  
No  0.00     0    No   4  0.00     6   0  Rural
318075197 1   7/20/1937   62  1  2   54775.52   No  237216.70  Yes F 
Masters       Lawyer       16.46  Private    15770.00  4   Sports Car  
No  11035.00 1    No   6  0.00     14  0  Urban
457288786 2   11/23/1958  40  2  14  12338.78   No  107774.02  Yes M 
Masters       Manager      47.08  Commercial 22310.00  1   Van         
Yes 3816.00  3    No   5  7406.00  15  1  Urban
973329537 0   12/17/1952  46  0  9   19814.34   No  0.00       Yes M 
High School   Student      14.25  Private    7310.00   7   Pickup      
Yes 0.00     0    No   0  0.00     1   0  Urban
945502940 0   3/27/1957   42  0  6   22019.07   No  140727.47  Yes M 
High School   Blue Collar  47.02  Commercial 12100.00  1   Minivan     
Yes 1738.00  1    No   0  0.00     9   0  Urban
384934557 0   1/20/1961   38  1  0   0.00       No  0.00       Yes F 
< High School Student      16.93  Private    5850.00   6   SUV         
No  5090.00  1    No   6  3333.00  8   1  Rural
151800477 0   11/27/1969  29  2  13  26413.17   No  172042.83  Yes F 
High School   Clerical     28.70  Commercial 16200.00  4   Pickup      
No  0.00     0    No   1  8484.00  1   1  Urban
521036720 0   12/31/1951  47  0  0   0.00       No  0.00       No  M 
Bachelors     Student      25.46  Commercial 12030.00  1   Minivan     
Yes 0.00     0    No   0  0.00     14  0  Urban
803824722 2   11/15/1955  44  2  13  155896.54  Yes 398190.66  No  F 
Masters       Lawyer       83.55  Private    33800.00  4   Minivan     
No  0.00     0    No   1  0.00     12  0  Rural
386659377 0   11/2/1969   30  2  11  134791.93  Yes 304438.50  No  F 
Bachelors     Blue Collar  28.29  Commercial 23560.00  6   Pickup      
No  0.00     0    No   3  0.00     9   0  Urban
292763066 0   9/7/1946    53  0  13  70494.44   No  227305.39  Yes M 
PhD           Manager      22.14  Private    13850.00  4   Minivan     
Yes 0.00     0    No   3  0.00     15  0  Urban
303127881 1   11/17/1958  41  4  16  38818.70   No  154795.96  Yes M 
High School   Blue Collar  56.57  Commercial 27910.00  10  Panel Truck 
Yes 4858.00  2    No   0  0.00     1   0  Urban
932313066 0   1/30/1954   45  0  9   38290.43   No  157906.69  Yes M 
High School   Blue Collar  39.45  Commercial 9830.00   9   Pickup      
No  1434.00  2    No   0  0.00     8   0  Urban
134483089 0   5/7/1967    32  1  10  38499.66   Yes 0.00       No  F 
Bachelors     Clerical     11.58  Private    8550.00   1   SUV         
No  0.00     0    No   0  0.00     1   0  Urban
914531962 0   1/12/1966   33  3  0   0.00       Yes 0.00       No  F 
< High School Home Maker   33.74  Private    7810.00   1   Sports Car  
No  31379.00 5    Yes  5  3440.00  6   1  Urban
916882613 0   6/14/1958   41  0  13  49208.07   No  204795.18  Yes M 
Bachelors     Professional 57.41  Private    21910.00  3   Minivan     
Yes 0.00     0    No   0  0.00     8   0  Rural
664787627 0   2/25/1957   42  0  13  77737.19   No  238724.45  Yes F 
Bachelors     Manager      26.84  Private    13470.00  6   Minivan     
No  0.00     0    No   0  0.00     11  0  Urban
19803940  0   8/27/1961   38  0  9   51996.38   No  223034.50  Yes M 
High School   Professional 46.50  Private    11330.00  11  Pickup      
No  2721.00  4    No   1  0.00     1   0  Rural
154474118 0   12/28/1952  46  0  10  131260.21  No  0.00       No  M 
PhD           Lawyer       21.94  Private    19230.00  7   Minivan     
No  0.00     0    No   0  0.00     20  0  Urban
22977160  0   10/23/1953  46  0  11  45372.16   No  236719.39  Yes M 
High School   Blue Collar  24.12  Commercial 22790.00  4   Panel Truck 
No  0.00     0    No   0  0.00     1   0  Urban
422058524 0   12/11/1969  29  1  3   17120.14   Yes 117426.30  No  M 
High School   Clerical     19.71  Private    6970.00   4   Pickup      
Yes 26023.00 1    Yes  4  0.00     1   0  Urban
791714037 0   6/25/1950   49  0  0   0.00       No  0.00       No  F 
Bachelors     Home Maker   23.18  Private    6400.00   6   Sports Car  
No  0.00     0    No   1  0.00     8   0  Rural
981711560 0   8/1/1949    50  0  14  40447.12   No  192989.93  Yes M 
High School   Blue Collar  18.65  Commercial 5540.00   7   Pickup      
No  0.00     0    No   0  0.00     1   0  Urban
12215659  0   3/22/1963   36  0  7   39375.87   No  142984.82  Yes F 
High School   Home Maker   47.07  Private    9040.00   10  Sports Car  
No  4905.00  1    No   4  0.00     5   0  Urban
833440071 0   4/19/1956   43  0  0   0.00       No  97753.83   No  M 
High School   Student      22.21  Commercial 8030.00   7   Pickup      
Yes 0.00     0    No   0  0.00     1   0  Urban
252101012 0   2/15/1950   49  0  11  52484.91   No  0.00       No  M 
Masters       Lawyer       39.88  Private    19830.00  4   Van         
Yes 0.00     0    No   3  6431.00  18  1  Urban
35513355  0   4/23/1957   42  0  0   0.00       No  0.00       Yes M 
Bachelors     Student      12.96  Commercial 5700.00   10  Pickup      
No  0.00     0    No   5  5109.65  1   1  Urban
164038394 1   7/19/1957   42  1  10  63994.33   No  295427.86  Yes M 
High School   Blue Collar  29.85  Commercial 18750.00  1   Van         
Yes 0.00     0    No   4  0.00     1   0  Urban
173536416 1   7/27/1963   36  2  0   0.00       No  0.00       Yes M 
< High School Student      26.07  Private    12370.00  10  Minivan     
No  3373.00  2    No   1  6673.00  1   1  Urban
560240002 0   12/23/1965  33  1  9   9529.90    No  0.00       Yes F 
High School   Student      25.43  Private    10270.00  7   SUV         
No  1108.00  3    No   5  0.00     9   0  Urban
171256104 0   4/2/1958    41  2  16  74400.45   No  278185.40  Yes F 
Masters       Lawyer       5.00   Private    13250.00  4   Sports Car  
No  0.00     0    No   0  0.00     17  0  Urban
802967671 0   7/25/1946   53  0  0   0.00       No  116797.12  No  F 
Bachelors     Home Maker   25.47  Private    12380.00  1   Minivan     
No  29865.00 2    No   0  3084.00  12  1  Urban
120935025 0   2/8/1947    52  0  13  3078.54    No  64198.40   No  F 
< High School Home Maker   35.34  Private    8930.00   10  Sports Car  
No  0.00     0    No   0  0.00     1   0  Urban
925607630 0   12/20/1955  43  1  0   0.00       No  0.00       Yes M 
High School   Student      27.07  Commercial 7770.00   1   Pickup      
No  32562.00 1    No   6  1043.00  5   1  Rural
198356289 0   8/5/1957    42  3  14  84797.88   No  247913.18  Yes F 
High School   Blue Collar  5.00   Commercial 25860.00  6   Minivan     
No  0.00     0    No   0  0.00     1   0  Urban
79468033  0   7/11/1940   59  0  12  50245.11   No  0.00       No  M 
Bachelors     Clerical     33.16  Private    12420.00  4   Minivan     
Yes 0.00     0    No   0  0.00     5   0  Rural
589886635 0   7/29/1975   24  0  10  20219.88   No  115168.49  Yes F 
High School   Blue Collar  5.00   Commercial 17850.00  11  Sports Car  
Yes 27872.00 2    Yes  9  5017.00  1   1  Urban
591312483 0   3/29/1967   32  3  12  77948.59   No  222583.59  Yes M 
Bachelors     Blue Collar  29.06  Private    12180.00  6   Pickup      
Yes 0.00     0    No   1  0.00     11  0  Urban
544560620 0   9/2/1946    53  0  14  107394.32  No  318906.23  Yes F 
High School   Blue Collar  19.81  Commercial 26400.00  6   SUV         
No  0.00     0    No   2  0.00     1   0  Urban
29706144  0   11/9/1971   28  3  11  57417.07   Yes 144442.98  No  F 
Bachelors     Blue Collar  37.08  Commercial 15640.00  1   SUV         
No  7628.00  2    No   0  5802.00  8   1  Urban
644129356 0   2/9/1932    67  0  13  45368.15   No  190398.64  Yes M 
Bachelors     Professional 33.44  Private    17760.00  4   SUV         
Yes 0.00     0    Yes  0  2464.02  13  1  Urban
707481422 0   8/26/1939   60  0  13  8250.50    No  113386.10  Yes M 
High School   Student      14.23  Commercial 8330.00   1   Minivan     
No  3730.00  1    No   2  6057.00  1   1  Urban
181012623 0   2/13/1963   36  0  12  62419.39   No  197290.36  Yes M 
Bachelors     Clerical     62.14  Private    16850.00  1   Minivan     
Yes 0.00     0    No   0  0.00     10  0  Rural
793412772 0   10/12/1977  22  0  0   0.00       No  0.00       No  F 
High School   Home Maker   63.07  Private    13520.00  4   SUV         
No  28386.00 2    Yes  2  5636.50  1   1  Urban
503472799 0   11/26/1962  36  0  12  44977.50   No  119566.78  Yes M 
High School   Blue Collar  35.76  Commercial 14780.00  4   Minivan     
No  0.00     0    No   0  0.00     1   0  Rural
101209161 0   1/25/1961   38  0  12  73664.00   No  0.00       No  F 
Bachelors     Blue Collar  42.55  Commercial 13950.00  4   SUV         
No  0.00     0    No   1  0.00     13  0  Rural
671380948 0   4/25/1963   36  0  8   68284.25   No  218440.59  Yes F 
PhD           Doctor       31.37  Private    8330.00   7   SUV         
No  4891.00  1    No   0  0.00     10  0  Urban
647127299 0   1/14/1953   46  0  14  64799.97   No  221459.77  Yes M 
Bachelors     Professional 25.57  Private    12580.00  6   Minivan     
No  0.00     0    No   2  0.00     11  0  Urban
209514173 0   6/5/1958    41  0  11  98960.18   No  283545.26  No  M 
Bachelors     Professional 31.64  Commercial 11400.00  7   Pickup      
Yes 0.00     0    No   0  0.00     13  0  Urban
35012164  0   7/24/1938   61  0  14  65774.59   No  199244.40  Yes M 
Masters       Lawyer       56.95  Private    28170.00  4   Sports Car  
Yes 0.00     0    Yes  4  5372.00  18  1  Urban
357448350 0   10/6/1961   38  0  12  62756.09   No  175084.71  No  F 
Masters       Lawyer       54.72  Private    13790.00  10  SUV         
No  11836.00 3    No   5  0.00     18  0  Urban
819334428 0   12/23/1955  43  0  10  31427.94   No  0.00       No  M 
High School   Clerical     5.34   Private    5800.00   6   Pickup      
Yes 0.00     0    No   4  0.00     1   0  Rural
374448919 0   7/7/1940    59  0  11  131918.55  No  328571.29  Yes F 
Bachelors     Blue Collar  27.13  Commercial 1500.00   13  Sports Car  
No  9343.00  2    No   0  0.00     6   0  Urban
389693575 0   11/3/1941   58  0  11  98262.91   No  296689.18  Yes F 
Masters       Lawyer       27.15  Private    31700.00  11  Van         
No  38683.00 1    Yes  7  0.00     21  0  Urban
909479253 0   3/24/1941   58  0  6   123288.37  No  366423.95  No  F 
PhD           Doctor       25.33  Private    7000.00   1   SUV         
No  50111.00 4    Yes  1  1442.00  17  1  Urban
174361626 0   11/1/1952   47  0  10  31456.40   No  148338.95  No  F 
High School   Clerical     56.07  Private    1500.00   1   SUV         
No  3278.00  1    No   3  2967.00  1   1  Rural
63012891  0   1/24/1952   47  0  5   31957.41   No  156434.67  Yes M 
High School   Clerical     23.54  Private    9400.00   6   Minivan     
Yes 0.00     0    Yes  0  0.00     6   0  Urban
566226397 0   10/30/1963  36  0  9   110873.02  No  0.00       No  M 
Bachelors     Blue Collar  50.29  Commercial 24730.00  6   Panel Truck 
Yes 0.00     0    No   0  5967.00  7   1  Urban
485486006 0   4/4/1955    44  0  0   0.00       No  0.00       Yes M 
High School   Student      50.26  Commercial 17700.00  10  Van         
No  0.00     0    No   0  0.00     12  0  Urban
329068647 0   1/13/1951   48  0  8   105567.30  No  0.00       No  M 
Bachelors     Manager      84.44  Private    15660.00  11  Minivan     
No  9837.00  3    No   9  0.00     8   0  Urban
388940769 2   12/2/1959   39  2  13  92000.48   No  301964.81  Yes M 
Bachelors     Professional 50.12  Private    14600.00  1   Minivan     
Yes 6627.00  3    No   2  34301.66 1   1  Urban
19168448  0   6/14/1947   52  0  14  74422.44   No  247485.83  Yes F 
Bachelors     Professional 5.00   Commercial 22490.00  9   Pickup      
No  0.00     0    No   0  0.00     7   0  Urban
453755417 0   7/19/1962   37  0  11  106783.83  No  290821.40  Yes F 
Masters       Lawyer       22.21  Private    12410.00  6   SUV         
No  0.00     0    No   0  0.00     14  0  Urban
594819618 0   1/16/1964   35  1  12  75164.61   No  253077.20  Yes F 
Masters       Manager      31.63  Private    11290.00  6   Sports Car  
No  0.00     0    No   1  4943.00  14  1  Urban
663015884 0   6/8/1955    44  0  6   38001.84   No  185665.38  No  F 
Bachelors     Clerical     30.28  Private    10690.00  9   Minivan     
No  2513.00  3    No   4  0.00     8   0  Urban
748665144 1   3/15/1963   36  2  14  118971.30  Yes 0.00       No  M 
Bachelors     Manager      44.11  Commercial 31390.00  1   Panel Truck 
Yes 0.00     0    No   0  5295.00  14  1  Urban
94885896  0   5/29/1957   42  3  10  61438.37   No  222008.37  Yes M 
Bachelors     Professional 24.95  Private    16060.00  1   Minivan     
Yes 0.00     0    No   0  0.00     13  0  Urban
166124602 0   2/20/1956   43  0  11  87246.78   No  0.00       No  F 
Masters       Lawyer       21.10  Private    20900.00  13  SUV         
No  0.00     0    No   0  0.00     18  0  Urban
605441366 0   6/23/1952   47  0  10  45237.15   No  0.00       No  F 
High School   Professional 42.69  Private    15550.00  3   Pickup      
No  0.00     0    Yes  0  0.00     1   0  Urban
14008511  1   5/9/1955    44  3  0   0.00       No  0.00       Yes F 
High School   Student      57.44  Private    7900.00   6   SUV         
No  0.00     0    Yes  1  0.00     11  0  Urban
253825018 0   8/23/1966   33  1  12  7023.89    No  60072.54   Yes F 
Bachelors     Home Maker   30.65  Commercial 22300.00  4   Pickup      
No  0.00     0    No   0  0.00     13  0  Rural
398144007 0   8/31/1971   28  1  0   0.00       Yes 63142.45   No  M 
High School   Student      41.72  Commercial 9750.00   9   Pickup      
Yes 0.00     0    No   2  908.98   10  1  Urban
425482902 0   4/26/1946   53  0  12  79833.95   No  253064.19  Yes F 
Bachelors     Blue Collar  43.87  Commercial 15180.00  1   Minivan     
No  2053.00  1    No   4  0.00     12  0  Urban
876321305 0   7/21/1963   36  0  13  38946.02   No  201598.43  Yes M 
< High School Clerical     23.52  Private    21200.00  10  Van         
Yes 38892.00 3    Yes  3  0.00     5   0  Urban
533572373 1   7/25/1960   39  1  14  35865.03   No  143214.58  Yes M 
High School   Professional 37.74  Private    22780.00  1   Minivan     
Yes 0.00     0    No   0  0.00     1   0  Urban
342739357 2   10/27/1945  54  2  15  106745.95  No  310092.61  Yes F 
High School   Blue Collar  56.29  Commercial 17570.00  4   Minivan     
No  0.00     0    No   2  0.00     5   0  Rural
32463104  0   6/26/1937   62  2  13  25425.75   Yes 0.00       No  M 
High School   Clerical     35.08  Private    10240.00  6   SUV         
No  6706.00  2    No   3  0.00     1   0  Urban
246238308 0   6/11/1933   66  1  17  88979.30   No  275391.44  Yes F 
PhD           Lawyer       42.10  Private    10400.00  9   Sports Car  
No  0.00     0    No   4  0.00     20  0  Urban
22527442  0   11/16/1945  54  0  14  129565.86  No  352586.36  Yes F 
Masters       Lawyer       56.70  Private    6900.00   1   Sports Car  
No  15686.00 1    No   4  0.00     17  0  Urban
580920255 1   6/27/1960   39  3  14  71308.98   Yes 224122.61  No  F 
Bachelors     Professional 86.65  Private    14580.00  1   SUV         
No  4648.00  3    No   3  1357.00  7   1  Urban
810329333 0   7/26/1952   47  0  10  172980.80  No  451118.20  Yes M 
Bachelors     Professional 41.96  Commercial 30110.00  6   Panel Truck 
Yes 0.00     0    No   0  0.00     13  0  Rural
957375580 0   10/12/1955  44  0  10  66641.76   No  264360.48  No  M 
High School   Blue Collar  27.68  Commercial 15570.00  1   Minivan     
Yes 0.00     0    No   0  0.00     6   0  Urban
124378313 0   7/7/1951    48  0  9   201767.71  No  0.00       No  F 
Masters       Manager      37.09  Private    31780.00  7   Minivan     
No  0.00     0    No   0  0.00     19  0  Urban
466811413 0   2/6/1953    46  0  13  113386.41  No  322467.47  Yes F 
Masters       Professional 35.57  Private    21070.00  10  SUV         
No  0.00     0    No   0  0.00     13  0  Urban
366029224 0   8/23/1959   40  0  12  4716.50    No  121325.08  Yes M 
High School   Student      45.23  Private    6410.00   1   Pickup      
Yes 46652.00 2    Yes  1  23345.83 1   1  Urban
365860432 0   6/14/1950   49  0  12  56739.35   No  207006.24  Yes F 
High School   Clerical     31.94  Private    19540.00  7   Minivan     
No  0.00     0    No   1  0.00     1   0  Urban
970332680 0   11/8/1948   51  0  15  65244.87   No  242164.15  No  M 
Bachelors     Professional 41.59  Commercial 24630.00  3   Panel Truck 
No  6125.00  2    No   0  0.00     8   0  Urban
870543245 0   7/25/1945   54  0  0   0.00       No  0.00       No  M 
High School   Student      28.03  Commercial 25020.00  7   Minivan     
Yes 44429.00 3    Yes  7  8701.62  7   1  Urban
90344846  0   2/11/1951   48  0  13  57712.54   No  0.00       No  M 
PhD           Lawyer       51.86  Private    14880.00  5   Minivan     
Yes 0.00     0    No   1  0.00     14  0  Urban
719279313 0   2/2/1939    60  0  13  82171.31   No  275663.72  Yes M 
Masters       Lawyer       45.45  Private    15720.00  1   Minivan     
Yes 0.00     0    No   0  4531.00  13  1  Urban
631967097 0   2/25/1973   26  1  13  88986.57   Yes 248334.87  No  F 
Bachelors     Manager      42.32  Private    29220.00  1   Minivan     
No  7070.00  1    No   4  0.00     10  0  Urban
503023943 0   4/21/1957   42  0  9   50949.21   No  227128.87  No  F 
Bachelors     Clerical     24.27  Private    10790.00  3   SUV         
No  0.00     0    No   0  0.00     9   0  Urban
565111928 0   3/5/1955    44  1  11  54355.35   No  234436.74  Yes M 
High School   Blue Collar  49.26  Commercial 5900.00   10  Pickup      
Yes 0.00     0    No   0  0.00     1   0  Rural
116534791 0   5/14/1957   42  0  0   0.00       No  87178.21   Yes M 
High School   Student      112.67 Commercial 7820.00   10  Pickup      
No  0.00     0    No   0  0.00     10  0  Rural
671889409 0   3/1/1944    55  0  9   69683.36   No  231225.11  Yes F 
< High School Blue Collar  50.21  Private    7000.00   6   Sports Car  
No  1174.00  1    No   0  0.00     6   0  Urban
726398507 0   12/15/1936  62  1  15  68062.54   No  269613.67  Yes M 
Bachelors     Professional 44.99  Private    12620.00  1   SUV         
Yes 34151.00 2    Yes  3  4252.00  1   1  Urban
327583169 0   1/20/1966   33  1  12  67776.49   No  210356.02  Yes F 
High School   Blue Collar  18.76  Commercial 22450.00  6   Pickup      
No  0.00     0    No   0  0.00     1   0  Urban
374448919 0   7/7/1940    59  0  11  131918.55  No  328571.29  Yes F 
Bachelors     Blue Collar  27.13  Commercial 19580.00  6   SUV         
No  0.00     0    No   0  0.00     6   0  Urban
388307461 0   12/1/1945   53  0  13  89249.79   No  0.00       No  M 
Bachelors     Professional 53.59  Private    15720.00  12  Minivan     
No  0.00     0    No   0  0.00     11  0  Urban
981279059 0   10/22/1953  46  0  0   0.00       No  111438.76  Yes F 
< High School Home Maker   29.26  Private    6100.00   1   SUV         
No  0.00     0    No   0  8374.34  4   1  Urban
412968231 0   3/25/1973   26  4  9   45253.76   Yes 196145.94  No  M 
High School   Blue Collar  31.87  Commercial 23270.00  7   Minivan     
Yes 4567.00  1    No   5  19088.88 9   1  Urban
892883588 0   8/7/1959    40  1  9   20915.08   No  87525.86   Yes F 
< High School Clerical     64.69  Private    12940.00  6   Sports Car  
No  0.00     0    No   2  0.00     1   0  Rural
548725414 0   9/4/1967    32  0  9   4059.77    No  0.00       No  M 
< High School Student      25.28  Private    9170.00   1   Pickup      
Yes 0.00     0    No   0  0.00     1   0  Urban
524947310 0   2/26/1944   55  0  12  81768.67   No  295161.62  Yes M 
High School   Blue Collar  26.23  Private    14950.00  7   Minivan     
No  0.00     0    No   0  0.00     8   0  Rural
10530845  0   11/16/1946  53  0  12  45386.76   No  162853.38  Yes F 
Masters       Lawyer       37.74  Private    6040.00   7   SUV         
No  0.00     0    No   0  0.00     13  0  Urban
688381462 0   2/18/1964   35  0  13  7162.67    No  0.00       No  M 
High School   Student      49.99  Commercial 6580.00   6   Pickup      
Yes 0.00     0    No   1  2081.00  9   1  Urban
476437412 0   7/26/1948   51  0  12  257228.19  No  588088.59  Yes M 
PhD           Doctor       40.40  Private    35650.00  4   Minivan     
Yes 0.00     0    No   0  0.00     16  0  Urban
326820492 0   4/8/1964    35  0  5   28551.15   No  128410.54  No  F 
High School   Home Maker   45.35  Private    7860.00   4   Sports Car  
No  4632.00  1    No   3  0.00     1   0  Urban
610877471 0   8/19/1945   54  0  14  35638.13   No  188539.33  Yes F 
PhD           Doctor       34.27  Private    10460.00  6   SUV         
No  0.00     0    No   0  0.00     10  0  Urban
410196095 0   4/1/1947    52  0  8   83171.47   No  292802.32  Yes F 
Bachelors     Professional 26.51  Private    24160.00  7   Minivan     
No  0.00     0    No   0  0.00     5   0  Urban
2034339   0   7/3/1962    37  0  12  38574.70   No  180147.86  Yes F 
< High School Blue Collar  43.76  Private    26340.00  6   SUV         
No  0.00     0    Yes  0  0.00     1   0  Urban
193813759 3   5/4/1944    55  0  7   152439.01  No  413325.34  Yes F 
PhD           Doctor       53.71  Private    20000.00  1   Minivan     
No  0.00     0    No   0  0.00     13  0  Urban
148542842 0   3/19/1959   40  0  12  108058.84  No  0.00       No  M 
Bachelors     Professional 29.28  Commercial 22070.00  4   Van         
Yes 0.00     0    No   2  3997.00  11  1  Urban
547430526 0   1/15/1958   41  3  15  66059.48   Yes 220810.76  No  M 
Bachelors     Blue Collar  28.54  Private    12420.00  4   Minivan     
Yes 0.00     0    No   3  0.00     10  0  Urban
794649863 1   7/2/1963    36  2  16  40983.30   No  142139.45  Yes F 
< High School Blue Collar  5.00   Private    33960.00  4   Sports Car  
No  1200.00  2    No   7  315.83   1   1  Urban
471820211 0   12/13/1957  41  0  13  125602.92  No  280180.79  Yes F 
Masters       Lawyer       22.34  Private    18160.00  4   SUV         
No  0.00     0    No   0  0.00     17  0  Urban
642497439 0   3/25/1968   31  1  0   0.00       No  0.00       Yes M 
< High School Student      17.62  Private    4600.00   9   Pickup      
Yes 6542.00  1    No   3  0.00     1   0  Urban
173377251 2   2/28/1954   45  3  0   0.00       No  0.00       Yes F 
Bachelors     Student      58.46  Private    11880.00  10  SUV         
No  0.00     0    No   0  0.00     9   0  Rural
802236621 0   11/3/1953   46  0  8   75614.08   No  188803.90  Yes M 
Masters       Manager      34.54  Private    13660.00  4   Minivan     
Yes 0.00     0    No   3  3858.00  14  1  Urban
166585759 0   12/18/1960  38  0  10  37769.13   No  0.00       No  F 
< High School Clerical     24.23  Private    15070.00  10  SUV         
No  2820.00  3    No   7  0.00     5   0  Urban
908596775 0   10/3/1949   50  0  0   0.00       No  90068.20   No  F 
Bachelors     Home Maker   50.02  Private    10250.00  6   SUV         
No  0.00     0    No   0  0.00     7   0  Rural
236005895 0   7/23/1948   51  0  13  46569.88   No  0.00       No  F 
Masters       Lawyer       59.50  Private    35990.00  10  Minivan     
No  0.00     0    No   0  1465.00  17  1  Urban
134311337 0   12/8/1962   36  0  12  32278.02   No  156388.13  Yes F 
Bachelors     Professional 29.58  Private    5300.00   4   SUV         
No  0.00     0    No   0  0.00     8   0  Urban
669242372 1   11/20/1952  46  0  12  133300.14  No  379536.91  Yes M 
Masters       Manager      37.31  Private    16840.00  1   Van         
Yes 0.00     0    No   0  0.00     18  0  Urban
247147250 0   10/25/1973  26  1  0   0.00       No  0.00       Yes F 
< High School Student      34.46  Private    4100.00   1   SUV         
No  5262.00  3    No   2  0.00     7   0  Urban
943460621 0   10/30/1946  53  0  12  72536.68   No  0.00       No  M 
Bachelors     Blue Collar  78.28  Commercial 6800.00   1   Pickup      
No  0.00     0    No   0  0.00     1   0  Urban
507365681 1   5/28/1959   40  2  16  36886.07   No  169625.11  Yes F 
High School   Clerical     46.67  Private    13130.00  11  Sports Car  
No  0.00     0    No   2  0.00     9   0  Rural
922780757 0   4/29/1961   38  2  14  54064.28   No  201418.18  Yes F 
Bachelors     Professional 6.77   Private    5300.00   6   Sports Car  
No  2307.00  2    No   3  0.00     7   0  Urban
778825542 0   10/11/1943  56  0  13  42176.13   No  0.00       Yes M 
High School   Student      38.33  Commercial 9360.00   1   Pickup      
Yes 0.00     0    No   0  0.00     5   0  Rural
116936487 0   3/16/1957   42  0  2   34071.60   No  160862.34  Yes M 
< High School Clerical     37.79  Commercial 27420.00  13  Panel Truck 
Yes 32610.00 1    No   0  0.00     6   0  Urban
431540609 1   10/4/1956   43  2  13  35193.24   No  172257.62  Yes F 
High School   Blue Collar  31.47  Commercial 12820.00  14  SUV         
No  0.00     0    No   0  0.00     1   0  Rural
289346694 0   12/12/1940  58  0  0   0.00       No  0.00       Yes F 
High School   Student      8.98   Commercial 7300.00   1   SUV         
No  0.00     0    Yes  4  5141.00  1   1  Urban
518032759 0   10/29/1960  39  0  13  134460.37  No  0.00       No  F 
PhD           Manager      32.83  Private    7350.00   1   SUV         
No  1650.00  2    No   4  0.00     17  0  Urban
979385364 0   3/17/1969   30  3  13  69512.47   No  187161.96  Yes F 
Bachelors     Blue Collar  42.61  Commercial 13330.00  1   SUV         
No  0.00     0    No   2  4711.00  9   1  Urban
923686718 0   4/21/1957   42  0  12  138218.56  No  327627.48  Yes F 
Masters       Lawyer       48.38  Private    5700.00   1   SUV         
No  0.00     0    No   0  0.00     14  0  Urban
270350065 0   11/12/1945  54  0  0   0.00       No  0.00       Yes F 
Bachelors     Student      48.92  Commercial 6900.00   14  SUV         
No  0.00     0    No   0  2664.00  13  1  Rural
663154691 0   8/21/1971   28  2  15  40061.20   No  134035.34  Yes F 
High School   Blue Collar  38.73  Commercial 8310.00   7   SUV         
No  5084.00  1    No   2  0.00     1   0  Urban
61482162  1   6/23/1958   41  3  17  70869.65   No  218586.30  Yes M 
High School   Professional 46.37  Private    17810.00  13  Van         
Yes 0.00     0    No   1  0.00     1   0  Urban
854212281 0   2/22/1967   32  1  13  57582.82   No  213828.01  Yes F 
High School   Blue Collar  36.12  Commercial 15950.00  4   SUV         
No  4365.00  3    No   1  1101.93  9   1  Urban
752309500 0   7/17/1946   53  0  14  69296.66   No  211553.03  Yes M 
High School   Professional 19.03  Private    20310.00  14  Van         
No  0.00     0    No   3  0.00     1   0  Rural
903408846 0   3/5/1954    45  3  15  7680.38    No  0.00       Yes M 
< High School Student      49.37  Private    2270.00   1   Minivan     
Yes 0.00     0    No   5  3440.00  5   1  Urban
914690116 0   5/18/1955   44  0  12  43650.19   No  116191.18  Yes F 
Masters       Lawyer       31.61  Private    10270.00  1   Sports Car  
No  0.00     0    No   0  0.00     11  0  Urban
420153981 0   8/18/1949   50  0  8   34928.40   No  0.00       No  F 
Masters       Manager      26.79  Private    12700.00  4   Sports Car  
No  22345.00 2    No   0  3764.00  13  1  Urban
186836882 1   12/5/1956   42  4  17  82169.74   No  252844.93  Yes F 
Bachelors     Blue Collar  17.40  Commercial 24350.00  6   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
623456680 0   3/17/1950   49  0  0   0.00       No  85478.44   Yes M 
High School   Home Maker   35.50  Private    19260.00  1   Minivan     
Yes 3444.00  1    No   1  0.00     1   0  Urban
289114892 0   1/12/1965   34  3  14  95190.96   No  269159.38  Yes F 
Bachelors     Blue Collar  30.29  Commercial 19150.00  6   Sports Car  
No  7248.00  3    No   3  0.00     11  0  Urban
179793921 0   6/6/1943    56  0  11  14226.66   No  124712.00  Yes F 
Masters       Home Maker   45.18  Private    8520.00   7   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
359816109 0   5/29/1954   45  1  12  91347.40   No  301304.01  Yes M 
Masters       Manager      37.42  Private    17130.00  7   Van         
Yes 0.00     0    No   0  1911.00  14  1  Urban
681956699 0   6/22/1957   42  0  7   76034.05   No  0.00       No  F 
High School   Blue Collar  38.57  Commercial 11880.00  1   SUV         
No  0.00     0    Yes  0  61678.15 5   1  Urban
358163280 0   8/15/1974   25  2  12  47995.81   Yes 159776.41  No  M 
High School   Clerical     5.00   Commercial 8800.00   7   Pickup      
No  0.00     0    No   3  2912.00  9   1  Urban
695751615 0   10/7/1951   48  0  13  20887.24   No  159568.05  Yes M 
< High School Clerical     14.80  Private    18570.00  3   Van         
No  0.00     0    No   0  0.00     6   0  Urban
745699242 0   2/1/1944    55  0  13  91433.16   No  273791.17  No  M 
Masters       Lawyer       26.52  Private    7000.00   17  Pickup      
No  0.00     0    No   3  0.00     15  0  Urban
843069544 0   1/23/1948   51  0  14  89605.56   No  288266.15  No  F 
Bachelors     Clerical     31.90  Private    10460.00  1   SUV         
No  21581.00 2    Yes  0  0.00     8   0  Urban
137064945 0   6/7/1966    33  1  0   0.00       No  0.00       Yes F 
< High School Student      30.82  Private    16080.00  6   Pickup      
No  2942.00  2    No   1  0.00     1   0  Urban
515125019 0   11/4/1959   40  1  11  29310.17   No  118987.25  Yes M 
High School   Clerical     5.00   Commercial 9240.00   1   Pickup      
No  0.00     0    Yes  1  919.80   2   1  Urban
946949662 0   1/11/1960   39  0  9   40716.37   No  170075.55  Yes F 
High School   Professional 8.99   Private    5570.00   1   SUV         
No  24183.00 2    No   3  0.00     8   0  Urban
491718211 0   5/1/1947    52  0  13  68097.65   No  216432.24  Yes M 
Bachelors     Manager      32.30  Private    1500.00   7   Minivan     
Yes 0.00     0    No   0  0.00     1   0  Urban
815242706 0   9/6/1966    33  2  12  67788.66   Yes 0.00       No  M 
Masters       Lawyer       26.38  Private    15090.00  4   Minivan     
Yes 6430.00  3    No   4  0.00     10  0  Urban
643863134 0   3/19/1952   47  0  0   0.00       No  52928.72   Yes F 
Bachelors     Home Maker   51.86  Private    6430.00   1   SUV         
No  8376.00  1    No   6  3027.00  12  1  Urban
695442940 0   4/26/1948   51  0  8   106090.09  No  306974.55  Yes M 
Bachelors     Blue Collar  37.38  Commercial 12110.00  1   Pickup      
Yes 0.00     0    No   0  0.00     1   0  Urban
187694741 0   2/20/1954   45  1  0   0.00       No  97495.76   Yes F 
Masters       Lawyer       41.60  Private    11100.00  1   SUV         
No  0.00     0    No   0  0.00     10  0  Rural
898993547 1   10/24/1960  39  2  11  10665.53   No  0.00       Yes F 
High School   Student      9.75   Private    5600.00   1   SUV         
No  0.00     0    No   2  3766.00  6   1  Urban
444802034 0   9/16/1957   42  1  10  105512.11  No  303874.97  Yes M 
Masters       Manager      32.25  Commercial 24040.00  4   Panel Truck 
No  0.00     0    No   1  0.00     20  0  Urban
578861838 1   4/21/1955   44  1  0   0.00       No  0.00       Yes M 
High School   Student      20.24  Commercial 8660.00   7   Pickup      
Yes 0.00     0    No   1  1493.00  1   1  Urban
580228287 0   5/6/1977    22  1  8   18631.59   Yes 0.00       No  F 
High School   Clerical     21.40  Private    10800.00  10  SUV         
No  0.00     0    No   3  6407.00  1   1  Urban
125449255 0   5/17/1960   39  1  15  30804.19   No  159350.56  Yes F 
High School   Clerical     39.07  Private    13140.00  9   SUV         
No  5101.00  3    No   6  3731.00  7   1  Rural
131251943 0   6/21/1967   32  2  12  67228.50   Yes 0.00       No  F 
Bachelors     Manager      38.96  Private    11420.00  6   SUV         
No  0.00     0    No   0  0.00     13  0  Urban
352908590 0   7/27/1935   64  0  10  37379.63   No  0.00       No  M 
Masters       Lawyer       14.47  Private    11640.00  1   SUV         
No  0.00     0    No   0  3504.00  15  1  Urban
475225902 0   2/17/1964   35  2  13  28776.77   No  116463.07  Yes M 
< High School Blue Collar  36.65  Commercial 7880.00   1   Pickup      
Yes 2569.00  2    No   5  2531.00  1   1  Urban
842110768 0   9/30/1970   29  1  13  27222.31   No  146133.40  Yes M 
High School   Clerical     32.88  Private    12200.00  1   Pickup      
Yes 0.00     0    No   1  0.00     1   0  Urban
62112142  0   4/6/1963    36  0  11  53384.70   No  169912.90  No  M 
Masters       Lawyer       26.27  Private    12590.00  10  Minivan     
Yes 0.00     0    No   2  0.00     10  0  Urban
863439012 0   12/12/1951  47  0  9   105623.11  No  0.00       No  M 
Bachelors     Manager      47.17  Private    15810.00  7   Minivan     
No  0.00     0    No   0  0.00     12  0  Urban
160803643 0   8/24/1942   57  0  8   98693.38   No  309068.53  Yes F 
Masters       Professional 14.44  Private    17070.00  4   Minivan     
No  0.00     0    No   0  0.00     19  0  Urban
609885620 0   12/12/1947  51  0  14  18281.74   No  0.00       Yes F 
High School   Student      60.64  Commercial 17500.00  6   SUV         
No  0.00     0    No   0  2098.00  7   1  Urban
897555319 0   7/1/1933    66  0  8   20442.80   No  164510.41  Yes M 
< High School Blue Collar  39.95  Private    1500.00   7   SUV         
Yes 3331.00  1    No   6  616.00   1   1  Urban
120253904 0   1/28/1949   50  0  11  52592.57   No  188236.25  Yes F 
High School   Blue Collar  52.12  Commercial 26560.00  3   Pickup      
No  0.00     0    No   0  0.00     1   0  Urban
894416584 1   11/18/1957  41  1  12  61617.89   No  211159.88  Yes F 
Bachelors     Professional 25.16  Private    13220.00  1   Minivan     
No  0.00     0    No   4  5320.00  8   1  Urban
524683007 0   7/30/1947   52  0  10  43539.33   No  200882.98  Yes F 
Masters       Lawyer       43.17  Private    13290.00  10  SUV         
No  9667.00  1    No   7  4312.00  16  1  Urban
499584399 0   1/13/1956   43  2  10  102933.08  No  306713.85  Yes F 
Bachelors     Blue Collar  40.26  Commercial 11790.00  10  SUV         
No  0.00     0    No   1  0.00     8   0  Urban
12136446  0   5/24/1966   33  4  13  29161.25   No  127565.21  Yes M 
High School   Clerical     20.88  Commercial 24690.00  4   Panel Truck 
No  0.00     0    Yes  0  5359.00  1   1  Urban
561801264 0   12/21/1958  40  1  11  71293.16   Yes 164600.32  No  F 
Bachelors     Blue Collar  26.71  Commercial 8630.00   3   SUV         
No  0.00     0    No   0  0.00     12  0  Rural
184967702 0   4/28/1944   55  0  14  31572.98   No  156734.10  Yes M 
Bachelors     Clerical     62.54  Private    11490.00  14  Pickup      
No  6290.00  3    No   0  0.00     8   0  Urban
631023812 0   10/4/1967   32  2  13  34368.34   No  142364.86  Yes F 
< High School Blue Collar  47.64  Private    7640.00   17  Sports Car  
No  0.00     0    No   2  6879.00  1   1  Urban
236446168 0   8/7/1962    37  2  15  75110.78   No  278221.02  Yes F 
Masters       Lawyer       38.08  Private    18580.00  13  Minivan     
No  0.00     0    No   0  0.00     16  0  Urban
583441358 0   7/12/1944   55  0  10  109899.99  No  320514.92  Yes F 
Masters       Manager      7.03   Private    9500.00   4   SUV         
No  0.00     0    No   0  0.00     13  0  Urban
521577431 0   12/14/1949  49  0  14  28695.57   No  164841.12  No  M 
Bachelors     Clerical     49.49  Commercial 5920.00   4   Pickup      
Yes 0.00     0    No   0  0.00     7   0  Urban
386218363 0   4/17/1940   59  0  14  107937.56  No  298175.74  Yes F 
Bachelors     Professional 22.21  Private    18550.00  6   SUV         
No  0.00     0    No   0  0.00     4   0  Urban
51876784  0   1/13/1954   45  0  14  4429.53    No  88614.59   Yes F 
High School   Home Maker   45.29  Private    6440.00   7   SUV         
No  0.00     0    No   1  0.00     10  0  Rural
475955841 0   3/25/1955   44  0  9   17048.57   No  0.00       Yes F 
High School   Student      9.31   Private    29160.00  7   Minivan     
No  1830.00  2    No   3  0.00     7   0  Urban
111885786 0   7/13/1933   66  1  14  45875.86   No  207530.26  Yes F 
High School   Professional 30.28  Private    18880.00  3   Sports Car  
No  28353.00 1    No   7  0.00     1   0  Urban
319264746 0   2/16/1950   49  0  13  32588.81   No  169056.53  Yes F 
High School   Professional 56.01  Private    17380.00  6   SUV         
No  0.00     0    No   0  4266.00  4   1  Urban
964020613 0   5/4/1972    27  1  9   8407.81    Yes 54879.68   No  M 
< High School Clerical     44.66  Private    19900.00  4   Van         
No  0.00     0    No   3  4739.00  6   1  Urban
383853953 0   9/30/1953   46  0  6   106710.69  No  312122.73  Yes F 
High School   Blue Collar  25.98  Commercial 12630.00  4   SUV         
No  9091.00  3    No   0  0.00     10  0  Urban
424427930 0   10/13/1940  59  1  11  65456.09   Yes 0.00       No  M 
Bachelors     Professional 34.52  Private    17890.00  1   Van         
No  0.00     0    No   0  20509.48 7   1  Urban
874058106 0   5/31/1955   44  2  13  10626.58   No  0.00       Yes M 
High School   Student      16.62  Commercial 6960.00   1   Pickup      
No  0.00     0    No   0  0.00     10  0  Rural
630263481 0   12/13/1952  46  0  12  82397.62   No  0.00       No  M 
Bachelors     Professional 44.05  Private    20510.00  4   Minivan     
Yes 34195.00 2    Yes  0  0.00     4   0  Urban
923385909 1   5/26/1960   39  2  0   0.00       Yes 81473.45   No  F 
High School   Home Maker   19.87  Private    6670.00   6   SUV         
No  10102.00 1    Yes  5  0.00     10  0  Urban
843933160 0   8/3/1953    46  0  11  71666.61   No  0.00       No  F 
Bachelors     Professional 52.58  Private    15340.00  1   SUV         
No  0.00     0    No   0  2786.00  12  1  Urban
674380854 0   12/30/1952  46  0  13  23863.17   No  143183.84  Yes M 
Masters       Lawyer       44.16  Private    11320.00  1   Pickup      
Yes 7387.00  2    No   4  0.00     18  0  Urban
230201806 0   3/6/1953    46  0  7   76216.36   No  0.00       No  F 
Masters       Home Maker   55.59  Commercial 29700.00  20  Pickup      
No  35098.00 1    No   1  0.00     19  0  Urban
408998525 0   12/9/1942   56  0  12  184068.19  No  0.00       No  M 
PhD           Doctor       31.05  Private    33080.00  7   Minivan     
No  0.00     0    No   2  0.00     13  0  Urban
132147876 0   10/24/1960  39  0  7   140469.21  No  351522.64  Yes F 
Bachelors     Manager      8.39   Private    29170.00  1   Pickup      
No  0.00     0    No   0  0.00     13  0  Urban
473317996 0   4/2/1966    33  4  18  113498.14  No  305455.82  Yes F 
Bachelors     Blue Collar  27.58  Commercial 16150.00  1   SUV         
No  6974.00  3    No   5  0.00     5   0  Urban
159942906 0   12/15/1951  47  0  14  71660.22   No  222417.44  Yes F 
Masters       Manager      21.90  Private    13610.00  1   Minivan     
No  0.00     0    No   0  0.00     18  0  Urban
26982245  0   8/31/1954   45  0  13  69852.35   No  214714.45  Yes F 
Bachelors     Professional 10.36  Private    6000.00   11  SUV         
No  0.00     0    No   0  0.00     8   0  Urban
759415361 0   10/1/1945   54  0  15  52027.30   No  217276.99  Yes M 
< High School Blue Collar  31.35  Commercial 6900.00   7   Pickup      
No  0.00     0    No   0  0.00     4   0  Rural
783726476 0   5/4/1953    46  0  11  35214.31   No  139244.43  Yes M 
Bachelors     Clerical     35.03  Private    12230.00  7   Pickup      
Yes 0.00     0    No   0  0.00     9   0  Rural
967019191 0   9/30/1951   48  0  9   88552.29   No  0.00       No  M 
Bachelors     Manager      15.61  Private    15160.00  1   Minivan     
No  0.00     0    No   1  0.00     10  0  Urban
417647121 0   1/6/1953    46  0  15  181917.73  No  411686.78  Yes F 
PhD           Doctor       41.83  Private    28030.00  4   Minivan     
No  0.00     0    No   0  0.00     16  0  Urban
644790732 0   1/6/1953    46  0  8   56387.89   No  204485.61  Yes M 
High School   Blue Collar  35.40  Private    7140.00   6   Minivan     
No  0.00     0    No   0  0.00     1   0  Urban
44982120  0   2/24/1965   34  3  12  27907.91   No  136438.59  Yes M 
< High School Clerical     31.84  Private    1500.00   1   Minivan     
Yes 0.00     0    No   1  0.00     6   0  Urban
445883468 0   6/2/1941    58  0  14  36926.86   No  0.00       No  M 
High School   Clerical     29.02  Commercial 30410.00  7   Panel Truck 
Yes 0.00     0    No   0  0.00     8   0  Rural
456484064 0   12/23/1945  53  0  13  189508.98  No  0.00       No  F 
PhD           Manager      35.56  Private    27680.00  1   SUV         
No  0.00     0    No   3  0.00     17  0  Urban
547061152 0   4/11/1951   48  0  12  92972.11   No  0.00       No  F 
Bachelors     Manager      25.92  Private    28830.00  4   SUV         
No  0.00     0    No   0  0.00     5   0  Urban
445582540 0   4/3/1945    54  0  13  33790.73   No  171274.79  Yes M 
< High School Clerical     63.19  Private    9730.00   1   Pickup      
Yes 41917.00 2    Yes  5  4147.00  1   1  Urban
6993836   0   4/20/1949   50  0  13  63799.02   No  0.00       No  M 
< High School Blue Collar  42.65  Private    16050.00  1   Minivan     
Yes 3754.00  1    No   3  5459.00  1   1  Urban
10185862  0   11/12/1949  50  0  14  15989.16   No  117037.52  Yes M 
< High School Clerical     21.81  Private    20000.00  14  Van         
No  0.00     0    Yes  0  0.00     5   0  Urban
467453467 0   4/11/1955   44  0  12  100045.98  No  238931.19  Yes F 
< High School Blue Collar  38.21  Commercial 24300.00  1   Pickup      
No  0.00     0    No   1  0.00     6   0  Rural
23505650  0   12/26/1941  57  0  12  100768.91  No  0.00       No  F 
Bachelors     Professional 31.20  Private    11580.00  6   SUV         
No  6712.00  1    No   4  4373.00  12  1  Urban
713884148 0   9/15/1960   39  1  13  77888.72   No  217052.86  Yes F 
Bachelors     Blue Collar  43.81  Commercial 9290.00   6   SUV         
No  0.00     0    No   0  706.00   10  1  Urban
556048283 0   6/22/1964   35  3  11  88117.40   Yes 236439.88  No  F 
Bachelors     Blue Collar  54.66  Commercial 17400.00  6   Minivan     
No  0.00     0    No   0  0.00     10  0  Urban
924523082 0   8/18/1950   49  0  8   57774.85   No  176757.57  Yes F 
High School   Manager      35.10  Private    15680.00  7   Minivan     
No  0.00     0    No   0  0.00     10  0  Urban
135238902 1   1/22/1939   60  2  15  151225.36  No  416062.27  Yes F 
PhD           Doctor       45.96  Private    10560.00  6   Sports Car  
No  0.00     0    No   3  2907.27  13  1  Urban
408435788 0   3/6/1951    48  0  14  115125.72  No  271838.54  Yes F 
Masters       Lawyer       38.22  Private    30600.00  7   SUV         
No  0.00     0    Yes  0  0.00     19  0  Urban
934611742 0   10/19/1947  52  0  10  2679.76    No  0.00       No  F 
PhD           Home Maker   53.47  Private    11380.00  11  Minivan     
No  0.00     0    No   0  0.00     17  0  Rural
528698470 0   6/9/1954    45  1  12  38638.83   No  151007.03  Yes F 
High School   Clerical     97.79  Private    9500.00   1   Minivan     
Yes 0.00     0    No   0  0.00     9   0  Rural
56624931  0   10/15/1954  45  0  6   75109.42   No  277895.89  No  M 
Masters       Lawyer       25.56  Private    15350.00  1   Minivan     
Yes 0.00     0    No   0  0.00     19  0  Urban
472757481 0   2/16/1943   56  0  9   178807.15  No  451332.09  Yes F 
Bachelors     Professional 53.26  Private    33140.00  1   Van         
No  2925.00  2    No   0  0.00     5   0  Urban
676479934 1   4/8/1957    42  3  11  59800.36   Yes 0.00       No  M 
High School   Clerical     36.62  Private    11680.00  3   Pickup      
Yes 6914.00  3    No   5  5039.00  1   1  Urban
281271126 0   9/24/1939   60  2  15  3004.91    Yes 125808.90  No  F 
High School   Home Maker   5.00   Private    11640.00  17  SUV         
No  0.00     0    Yes  0  2166.00  1   1  Urban
702402466 1   5/24/1962   37  3  13  91450.46   No  284852.89  Yes M 
Bachelors     Professional 47.30  Private    10650.00  1   Pickup      
Yes 27439.00 2    Yes  3  6332.00  1   1  Urban
923458151 0   4/18/1947   52  0  11  56582.28   No  0.00       No  F 
< High School Clerical     47.15  Private    21460.00  13  SUV         
No  1606.00  2    No   1  3554.00  6   1  Urban
279883681 1   4/14/1958   41  1  11  63989.31   No  212476.59  Yes F 
Bachelors     Manager      41.00  Private    5600.00   1   SUV         
No  37404.00 2    No   0  3388.00  11  1  Urban
450197593 0   8/2/1975    24  0  8   57503.53   No  147968.74  Yes M 
Bachelors     Professional 22.04  Private    17720.00  4   Van         
Yes 0.00     0    Yes  1  0.00     8   0  Urban
855248699 0   10/18/1969  30  0  0   0.00       No  0.00       No  M 
High School   Student      25.24  Commercial 4500.00   1   Pickup      
Yes 2409.00  3    No   3  2668.00  9   1  Urban
904934030 0   4/7/1948    51  0  14  175218.58  No  477999.39  Yes F 
Masters       Manager      21.64  Private    6600.00   8   SUV         
No  0.00     0    No   0  5349.00  15  1  Urban
367663474 0   10/6/1953   46  0  11  68126.03   No  214584.01  Yes F 
Bachelors     Professional 51.83  Private    12910.00  1   SUV         
No  0.00     0    Yes  3  3036.00  6   1  Urban
724908543 0   7/18/1973   26  3  0   0.00       No  50963.68   Yes F 
Bachelors     Home Maker   41.65  Private    4100.00   1   SUV         
No  2621.00  2    No   6  3110.00  8   1  Urban
715988300 0   9/23/1948   51  0  12  82886.09   No  237612.72  Yes F 
PhD           Home Maker   25.93  Private    21480.00  3   Sports Car  
No  26426.00 2    No   3  0.00     17  0  Rural
207249253 0   5/30/1953   46  0  6   34508.43   No  183693.61  Yes F 
High School   Clerical     14.11  Private    8430.00   1   SUV         
No  25401.00 3    No   1  0.00     6   0  Rural
282367437 0   3/5/1954    45  0  13  78432.27   No  259621.64  Yes F 
Bachelors     Manager      24.73  Private    9590.00   4   SUV         
No  0.00     0    No   0  0.00     1   0  Urban
477622647 0   7/26/1971   28  1  13  97231.13   No  262856.31  Yes F 
Bachelors     Blue Collar  56.37  Commercial 22200.00  4   SUV         
No  0.00     0    No   3  0.00     11  0  Rural
542281799 0   1/8/1938    61  0  11  61471.62   No  227562.39  Yes F 
Masters       Lawyer       46.12  Private    17410.00  1   Sports Car  
No  0.00     0    Yes  5  0.00     8   0  Urban
798630672 0   9/10/1967   32  1  11  8823.77    No  91593.41   Yes F 
< High School Professional 59.94  Private    9280.00   1   SUV         
No  4409.00  2    No   1  0.00     8   0  Urban
399814035 0   5/29/1945   54  0  11  177841.65  No  0.00       No  F 
Masters       Lawyer       50.49  Private    7000.00   10  Sports Car  
No  47939.00 3    No   1  0.00     24  0  Urban
538753309 0   12/29/1955  43  0  11  106059.17  No  267151.97  Yes F 
High School   Manager      44.33  Private    5800.00   13  SUV         
No  0.00     0    No   4  0.00     1   0  Urban
562092571 0   3/19/1947   52  0  9   30775.85   No  200352.83  Yes M 
< High School Clerical     24.71  Commercial 25530.00  10  Panel Truck 
Yes 1086.00  2    No   0  0.00     5   0  Urban
561113047 0   12/20/1947  51  0  14  89581.74   No  269747.48  No  M 
Masters       Lawyer       36.53  Private    22020.00  9   Minivan     
No  0.00     0    Yes  0  0.00     16  0  Urban
590618636 0   12/24/1962  36  2  12  69546.25   No  186299.54  Yes F 
High School   Blue Collar  32.62  Commercial 12050.00  1   Sports Car  
No  5106.00  2    No   1  6386.00  1   1  Urban
333412730 0   12/10/1957  41  0  12  70425.92   No  209876.93  Yes F 
High School   Professional 37.88  Private    22860.00  6   Minivan     
No  0.00     0    No   0  0.00     12  0  Urban
300442475 1   9/23/1960   39  1  11  50890.53   No  194125.92  Yes F 
High School   Clerical     31.62  Private    10490.00  1   SUV         
No  0.00     0    No   5  0.00     6   0  Rural
929223734 0   5/8/1958    41  1  10  137815.12  Yes 0.00       No  F 
Bachelors     Manager      32.89  Private    16160.00  9   Minivan     
No  0.00     0    Yes  1  0.00     1   0  Urban
138372300 0   10/23/1952  47  0  14  19778.56   No  96106.87   No  M 
< High School Blue Collar  49.89  Commercial 25250.00  4   Panel Truck 
Yes 0.00     0    No   2  4903.00  1   1  Rural
413843100 0   7/11/1950   49  0  14  21917.54   No  157111.85  Yes F 
Masters       Lawyer       18.31  Private    25530.00  6   Minivan     
No  0.00     0    No   0  0.00     19  0  Urban
347660942 0   1/20/1948   51  0  14  28979.33   No  174099.67  Yes M 
PhD           Manager      44.67  Commercial 22570.00  1   Panel Truck 
Yes 0.00     0    No   3  0.00     11  0  Urban
10599924  0   8/31/1947   52  0  6   168168.38  No  0.00       No  M 
Masters       Lawyer       22.04  Private    6700.00   10  Minivan     
Yes 0.00     0    No   0  0.00     15  0  Urban
77257945  0   9/24/1960   39  0  11  57744.09   No  213238.92  Yes F 
High School   Blue Collar  44.87  Commercial 11170.00  1   SUV         
No  0.00     0    No   3  2777.00  8   1  Urban
594177143 0   12/22/1959  39  0  4   102051.59  No  237340.78  No  M 
PhD           Manager      20.57  Private    7020.00   6   Pickup      
Yes 0.00     0    No   1  5723.00  16  1  Urban
977286255 2   6/21/1954   45  2  10  71118.70   Yes 0.00       No  F 
Bachelors     Clerical     42.64  Private    15600.00  1   Minivan     
No  3534.00  3    No   5  2446.00  4   1  Urban
859734595 0   5/21/1958   41  0  5   53292.82   No  0.00       No  F 
High School   Blue Collar  45.53  Commercial 6830.00   6   SUV         
No  0.00     0    No   0  2774.00  1   1  Urban
810025621 0   7/9/1961    38  1  12  15215.81   Yes 134162.87  No  M 
Bachelors     Home Maker   10.14  Commercial 8650.00   1   Pickup      
Yes 0.00     0    No   0  0.00     8   0  Rural
624440117 0   7/8/1941    58  0  15  89402.76   No  274332.52  Yes M 
Bachelors     Blue Collar  22.52  Commercial 22990.00  10  Panel Truck 
No  0.00     0    Yes  2  0.00     15  0  Urban
77027507  0   6/13/1954   45  0  12  43998.06   No  181594.97  Yes F 
Masters       Manager      16.11  Private    25500.00  4   Minivan     
No  0.00     0    No   0  0.00     15  0  Urban
97863760  0   3/1/1952    47  0  13  128480.96  No  0.00       No  M 
Bachelors     Professional 39.72  Private    14350.00  1   Minivan     
Yes 0.00     0    No   2  0.00     12  0  Urban
291645169 0   7/27/1944   55  0  12  51512.29   No  0.00       No  M 
Bachelors     Clerical     29.09  Commercial 9160.00   6   Pickup      
No  0.00     0    No   0  0.00     4   0  Rural
697069006 0   1/30/1956   43  0  14  93239.07   No  277687.42  Yes F 
Masters       Professional 36.28  Private    5800.00   1   Sports Car  
No  0.00     0    No   0  0.00     13  0  Rural
349140341 0   10/14/1961  38  0  6   90075.00   No  271397.24  No  F 
Masters       Professional 39.71  Private    30110.00  1   Minivan     
No  0.00     0    No   2  0.00     15  0  Urban
199869071 0   6/9/1953    46  0  10  42620.90   No  0.00       No  F 
High School   Clerical     45.49  Private    10360.00  4   SUV         
No  7333.00  1    Yes  0  5120.00  1   1  Urban
880892293 3   8/12/1959   40  4  10  147646.53  Yes 385797.66  No  M 
PhD           Professional 12.30  Commercial 28870.00  3   Panel Truck 
Yes 1449.00  2    No   3  6767.00  25  1  Urban
431732727 0   4/19/1951   48  0  11  105103.11  No  318522.65  Yes F 
Masters       Lawyer       33.58  Private    6300.00   10  Sports Car  
No  0.00     0    No   0  0.00     16  0  Urban
61092357  2   12/12/1955  43  3  12  53073.30   Yes 213524.64  No  F 
Masters       Lawyer       38.54  Private    23100.00  10  Pickup      
No  5328.00  4    No   5  6515.00  13  1  Urban
731351298 2   1/13/1959   40  3  13  48623.31   No  221757.29  Yes F 
< High School Blue Collar  21.13  Private    25620.00  10  Sports Car  
No  0.00     0    No   2  0.00     1   0  Rural
639473172 0   5/2/1957    42  0  8   57095.04   No  0.00       No  F 
High School   Blue Collar  25.14  Commercial 20720.00  4   SUV         
No  46442.00 1    Yes  5  0.00     12  0  Rural
600565109 0   9/17/1951   48  0  15  36097.71   No  0.00       No  M 
High School   Manager      24.06  Private    9910.00   1   Pickup      
Yes 8258.00  2    No   0  0.00     6   0  Urban
46945798  0   2/3/1953    46  0  14  104465.60  No  299208.09  No  M 
Masters       Lawyer       18.97  Private    24840.00  10  Minivan     
Yes 0.00     0    No   0  0.00     16  0  Urban
918037800 0   5/5/1947    52  0  14  25834.78   No  127523.91  Yes F 
High School   Clerical     53.14  Private    11340.00  6   SUV         
No  0.00     0    No   1  0.00     1   0  Rural
374890426 0   7/27/1946   53  0  14  161395.14  No  412343.61  Yes M 
PhD           Lawyer       39.89  Private    22940.00  4   Minivan     
No  0.00     0    No   2  0.00     11  0  Urban
620021234 0   5/18/1968   31  1  9   83316.08   Yes 239711.28  No  F 
High School   Professional 12.30  Commercial 37720.00  6   Panel Truck 
No  0.00     0    No   5  19970.21 1   1  Urban
766689359 0   2/24/1946   53  0  16  139306.57  No  338974.92  Yes M 
Masters       Lawyer       5.00   Private    21910.00  6   Van         
Yes 0.00     0    No   0  0.00     18  0  Urban
739230069 1   2/2/1956    43  1  3   154610.53  Yes 0.00       No  M 
Masters       Lawyer       53.20  Private    31830.00  10  Minivan     
Yes 0.00     0    Yes  0  0.00     19  0  Urban
878242363 0   9/7/1943    56  0  12  38388.63   No  173079.13  No  F 
Bachelors     Clerical     21.22  Private    1500.00   6   SUV         
No  0.00     0    No   0  0.00     13  0  Rural
957392742 0   2/15/1957   42  3  16  35586.00   No  125316.84  Yes M 
High School   Clerical     28.86  Commercial 5060.00   10  Pickup      
No  24208.00 1    Yes  5  4236.00  1   1  Urban
414522894 0   8/14/1972   27  3  11  14460.79   No  108045.76  Yes F 
High School   Clerical     29.58  Private    9990.00   1   SUV         
No  0.00     0    Yes  2  8107.43  1   1  Urban
481512763 0   11/2/1952   47  0  10  45668.81   No  165228.74  No  M 
Masters       Manager      33.79  Commercial 9840.00   8   Pickup      
Yes 0.00     0    Yes  0  0.00     9   0  Urban
498844883 2   8/9/1954    45  2  14  71032.79   No  219527.39  Yes F 
Bachelors     Clerical     36.31  Private    14330.00  17  Minivan     
No  0.00     0    No   5  0.00     6   0  Urban
812601483 0   1/22/1953   46  0  13  26411.69   No  140130.90  Yes M 
High School   Clerical     42.51  Commercial 10060.00  1   Pickup      
Yes 8636.00  3    No   5  5488.00  7   1  Urban
951534863 0   4/22/1946   53  0  12  74060.56   No  272685.88  Yes M 
Bachelors     Manager      70.00  Private    13430.00  9   Minivan     
No  0.00     0    No   0  0.00     11  0  Urban
490977666 0   4/15/1962   37  2  14  83418.90   No  297024.43  Yes F 
High School   Blue Collar  32.55  Commercial 9840.00   10  Sports Car  
No  3771.00  3    No   3  5027.00  1   1  Urban
887205191 0   9/23/1959   40  0  14  96461.60   No  262391.05  No  M 
Bachelors     Blue Collar  20.33  Private    15150.00  4   Minivan     
Yes 0.00     0    No   0  0.00     12  0  Urban
592729210 0   11/16/1941  58  0  7   65922.98   No  238114.85  Yes M 
Bachelors     Manager      29.90  Commercial 29800.00  1   Panel Truck 
Yes 3886.00  2    No   2  0.00     8   0  Urban
738075150 0   7/1/1946    53  0  7   10231.93   No  129978.60  Yes F 
Masters       Home Maker   32.89  Private    24470.00  16  Minivan     
No  5458.00  2    No   3  0.00     18  0  Urban
285072055 0   6/3/1953    46  0  11  98571.72   No  0.00       No  M 
Bachelors     Blue Collar  26.83  Commercial 17020.00  1   Van         
No  4538.00  2    No   7  3180.00  10  1  Urban
643790170 0   9/20/1966   33  3  11  27938.64   Yes 0.00       No  F 
High School   Clerical     18.33  Private    4290.00   10  Sports Car  
No  0.00     0    No   0  0.00     6   0  Rural
629209460 2   9/30/1955   44  2  13  142551.30  Yes 391566.27  No  F 
Masters       Lawyer       16.16  Private    5900.00   11  Sports Car  
No  39019.00 1    No   8  0.00     18  0  Urban
609839061 0   3/7/1944    55  0  7   24784.80   No  160332.70  Yes F 
Bachelors     Home Maker   62.70  Private    9480.00   1   Sports Car  
No  3587.00  3    No   0  0.00     9   0  Urban
925679757 0   12/5/1938   60  0  0   0.00       No  108147.65  Yes F 
< High School Student      30.34  Private    7500.00   4   SUV         
No  8739.00  1    No   4  3736.00  1   1  Urban
902048251 0   9/10/1935   64  0  14  45109.56   No  178513.98  Yes M 
Bachelors     Blue Collar  21.76  Commercial 14860.00  1   SUV         
No  0.00     0    No   0  4278.00  9   1  Urban
31285809  0   3/2/1943    56  2  10  47562.29   No  169576.18  Yes F 
High School   Blue Collar  16.27  Commercial 21880.00  1   Pickup      
No  9894.00  1    No   2  0.00     7   0  Urban
405402235 0   11/15/1939  60  0  0   0.00       No  146261.12  Yes F 
Bachelors     Home Maker   44.57  Private    23800.00  3   Sports Car  
No  6223.00  1    No   5  0.00     12  0  Urban
481734854 0   8/21/1948   51  0  13  81987.33   No  258281.90  No  M 
High School   Blue Collar  35.86  Private    14800.00  9   Minivan     
No  0.00     0    No   0  0.00     8   0  Rural
268975269 0   1/5/1956    43  0  13  43899.63   No  184254.49  Yes M 
High School   Clerical     10.66  Private    19760.00  1   Van         
Yes 6024.00  1    No   5  0.00     8   0  Urban
464550883 0   7/25/1955   44  0  0   0.00       No  0.00       No  F 
PhD           Home Maker   25.99  Private    22490.00  11  Minivan     
No  0.00     0    No   1  0.00     15  0  Urban
181441361 0   9/10/1964   35  0  5   37684.31   No  155474.05  No  M 
Masters       Professional 28.76  Private    11040.00  1   Minivan     
Yes 9788.00  2    No   3  0.00     9   0  Urban
935222021 0   7/30/1958   41  0  11  56281.09   No  179308.70  No  M 
Bachelors     Manager      53.69  Private    11230.00  1   Minivan     
No  5916.00  1    No   1  0.00     13  0  Urban
412707461 0   5/1/1959    40  1  14  84156.90   No  269578.06  Yes M 
Bachelors     Professional 49.15  Commercial 38320.00  4   Panel Truck 
No  3442.00  1    No   2  0.00     1   0  Urban
85637705  2   2/1/1954    45  3  15  23000.25   No  167879.09  Yes M 
< High School Clerical     19.00  Private    10680.00  6   Pickup      
No  0.00     0    No   0  0.00     8   0  Rural
58554153  0   10/6/1949   50  0  14  27782.66   No  0.00       No  M 
< High School Blue Collar  40.62  Commercial 6500.00   1   Pickup      
Yes 8506.00  1    No   1  3124.00  1   1  Urban
55524088  0   2/18/1971   28  1  9   20851.89   No  123108.54  Yes F 
High School   Home Maker   5.00   Private    20960.00  1   Minivan     
No  20581.00 1    Yes  3  0.00     1   0  Urban
695588460 0   11/17/1961  38  4  19  30734.95   No  136297.64  Yes F 
< High School Clerical     15.07  Private    21430.00  10  Minivan     
No  0.00     0    No   0  0.00     4   0  Rural
424197869 0   3/1/1941    58  0  15  102091.94  No  270867.67  Yes F 
Masters       Lawyer       16.17  Private    17510.00  6   Minivan     
No  0.00     0    No   4  0.00     13  0  Urban
751746887 0   4/30/1950   49  0  13  147455.26  No  394200.57  No  M 
PhD           Manager      52.88  Commercial 23230.00  6   Panel Truck 
No  0.00     0    No   0  0.00     22  0  Urban
762375598 1   10/10/1958  41  1  10  96165.84   No  241381.94  Yes F 
Masters       Lawyer       28.83  Private    15220.00  1   SUV         
No  0.00     0    Yes  1  1187.00  8   1  Urban
63641910  0   4/7/1954    45  1  10  102764.51  Yes 0.00       No  F 
Masters       Lawyer       43.25  Private    19680.00  6   Minivan     
No  0.00     0    No   0  1283.00  17  1  Urban
291046635 0   1/14/1944   55  0  13  44967.31   No  205530.67  Yes M 
High School   Clerical     29.69  Private    6000.00   1   Minivan     
Yes 0.00     0    No   0  0.00     9   0  Urban
384962368 0   10/18/1951  48  0  14  100708.99  No  0.00       No  F 
PhD           Manager      11.56  Private    16370.00  1   SUV         
No  0.00     0    Yes  1  0.00     1   0  Urban
196850945 0   10/4/1946   53  0  11  91924.00   No  249756.33  Yes M 
High School   Blue Collar  5.00   Commercial 19330.00  13  Van         
No  20463.00 1    Yes  3  3611.00  8   1  Urban
257009795 0   8/15/1944   55  0  12  37537.22   No  158064.16  Yes F 
Bachelors     Blue Collar  30.28  Commercial 10750.00  6   SUV         
No  2595.00  2    No   1  0.00     11  0  Urban
232169136 0   3/27/1947   52  0  12  37387.96   No  0.00       No  M 
< High School Blue Collar  26.39  Commercial 7310.00   4   Pickup      
Yes 19685.00 3    Yes  4  1131.35  1   1  Urban
711833264 1   4/25/1960   39  1  13  55219.55   No  127925.73  Yes F 
Bachelors     Clerical     66.15  Private    10920.00  1   SUV         
No  0.00     0    No   2  0.00     10  0  Rural
922582130 0   8/29/1963   36  2  0   0.00       No  66630.05   Yes F 
Masters       Home Maker   31.74  Private    5100.00   4   Sports Car  
No  0.00     0    No   3  0.00     9   0  Urban
297552418 0   12/26/1943  55  0  12  41340.61   No  0.00       No  F 
Masters       Lawyer       24.18  Private    10690.00  7   Minivan     
No  0.00     0    Yes  0  0.00     9   0  Urban
164947678 2   3/17/1959   40  2  11  93310.24   No  265298.46  Yes F 
Bachelors     Blue Collar  48.29  Commercial 10830.00  1   Pickup      
No  45879.00 2    No   4  0.00     8   0  Urban
692062611 0   8/24/1959   40  0  7   30630.65   No  0.00       No  M 
< High School Blue Collar  50.39  Commercial 11510.00  4   Pickup      
Yes 981.00   3    No   5  3007.00  1   1  Urban
289630825 0   11/3/1958   41  0  7   37771.18   No  169247.37  Yes F 
Bachelors     Home Maker   44.37  Private    9380.00   4   SUV         
No  0.00     0    No   0  0.00     11  0  Rural
289885831 1   2/27/1956   43  2  14  12258.86   Yes 0.00       No  M 
Bachelors     Student      28.66  Commercial 4250.00   7   Minivan     
No  0.00     0    No   0  0.00     9   0  Rural
765313451 0   6/20/1958   41  0  13  4129.90    No  102229.19  Yes F 
Bachelors     Home Maker   51.39  Private    1500.00   4   Sports Car  
No  0.00     0    No   0  0.00     11  0  Rural
352733454 0   7/27/1961   38  0  7   94513.22   No  256581.52  Yes F 
Bachelors     Manager      20.00  Private    19120.00  10  SUV         
No  0.00     0    No   0  0.00     14  0  Urban
459075283 0   7/5/1943    56  0  12  146309.19  No  426818.03  Yes F 
Masters       Lawyer       10.52  Private    34460.00  6   Pickup      
No  0.00     0    No   3  0.00     15  0  Urban
673623853 0   5/15/1952   47  0  0   0.00       No  94100.66   Yes F 
High School   Home Maker   26.98  Commercial 17840.00  6   Pickup      
No  0.00     0    No   1  0.00     1   0  Rural
367158992 0   1/16/1954   45  0  0   0.00       No  0.00       No  F 
Bachelors     Home Maker   9.20   Private    6000.00   13  SUV         
No  698.00   2    No   3  0.00     2   0  Urban
60983747  0   2/1/1964    35  3  14  45684.45   Yes 173040.35  No  M 
< High School Blue Collar  30.08  Commercial 24110.00  9   Panel Truck 
Yes 0.00     0    No   0  0.00     6   0  Rural
237375162 0   12/16/1973  25  2  12  26906.45   Yes 0.00       No  F 
High School   Clerical     10.15  Private    4000.00   1   Sports Car  
No  23451.00 2    Yes  8  3748.00  8   1  Urban
325063400 0   9/10/1964   35  0  0   0.00       No  0.00       No  F 
Bachelors     Student      8.05   Commercial 6330.00   4   SUV         
No  6191.00  3    No   8  0.00     8   0  Urban
234742148 0   11/1/1963   36  2  11  33294.23   Yes 0.00       No  F 
< High School Clerical     26.00  Private    10070.00  1   Sports Car  
No  0.00     0    No   0  0.00     1   0  Rural
841000572 0   4/27/1955   44  0  12  220721.61  No  583507.84  No  M 
PhD           Lawyer       48.73  Private    13890.00  6   Minivan     
Yes 0.00     0    No   0  0.00     17  0  Rural
484058014 0   8/17/1949   50  0  7   72306.26   No  193868.47  Yes M 
Masters       Lawyer       56.74  Private    14500.00  1   Minivan     
Yes 9583.00  1    No   0  4519.00  12  1  Urban
737454436 1   1/14/1963   36  1  8   90885.89   Yes 0.00       No  F 
Masters       Lawyer       46.32  Private    30790.00  1   Pickup      
No  11692.00 1    No   1  1760.00  17  1  Urban
866014907 0   3/24/1950   49  0  14  37781.03   No  167788.72  Yes M 
High School   Professional 40.95  Private    11370.00  7   Pickup      
Yes 0.00     0    No   0  0.00     6   0  Urban
182670239 0   6/15/1948   51  0  14  74712.74   No  0.00       No  F 
High School   Professional 5.00   Private    6600.00   11  Sports Car  
No  0.00     0    No   0  0.00     12  0  Rural
320166141 0   11/11/1945  54  0  14  38768.17   No  177896.38  Yes M 
Bachelors     Clerical     28.18  Private    1500.00   1   Minivan     
Yes 6521.00  2    No   4  0.00     11  0  Urban
541441959 3   8/20/1954   45  3  14  54391.31   No  219805.85  Yes M 
Bachelors     Clerical     22.12  Commercial 22720.00  1   Panel Truck 
Yes 0.00     0    No   0  0.00     9   0  Rural
829674021 0   4/10/1946   53  0  11  32196.46   No  151510.10  Yes M 
< High School Blue Collar  11.16  Private    11310.00  3   Pickup      
Yes 0.00     0    No   2  0.00     1   0  Urban
570439437 0   4/1/1950    49  0  13  15492.11   No  143129.22  Yes F 
< High School Clerical     39.14  Private    18950.00  7   Pickup      
No  0.00     0    No   2  0.00     8   0  Urban
21443966  0   5/6/1941    58  0  10  182597.94  No  460349.30  Yes F 
PhD           Doctor       24.10  Private    25560.00  7   Minivan     
No  0.00     0    No   0  0.00     14  0  Urban
951679399 0   3/21/1949   50  0  12  726.78     No  0.00       No  F 
High School   Student      62.13  Commercial 18920.00  4   Minivan     
No  0.00     0    No   4  0.00     12  0  Rural
282856816 0   3/30/1959   40  1  13  75127.71   No  171885.78  Yes M 
Bachelors     Clerical     49.61  Private    6980.00   6   Pickup      
No  0.00     0    No   1  0.00     14  0  Urban
679574710 1   8/21/1963   36  1  13  32646.16   No  173200.36  Yes F 
High School   Blue Collar  17.90  Private    11460.00  4   SUV         
No  0.00     0    Yes  0  0.00     7   0  Urban
495081514 0   10/25/1951  48  0  13  45819.42   No  161548.56  Yes M 
High School   Manager      26.52  Private    6080.00   6   Pickup      
No  25622.00 1    Yes  4  4715.00  9   1  Urban
746913178 0   7/26/1960   39  1  0   0.00       Yes 0.00       No  F 
Bachelors     Student      15.44  Private    19470.00  10  SUV         
No  0.00     0    No   2  2597.00  8   1  Rural
833177798 0   10/1/1955   44  0  10  61597.36   No  207094.82  Yes M 
Bachelors     Manager      25.47  Commercial 19310.00  6   Van         
Yes 2576.00  1    No   0  0.00     4   0  Urban
490356885 1   9/23/1961   38  2  12  35653.33   No  135667.52  Yes M 
< High School Blue Collar  33.67  Private    8870.00   1   Pickup      
Yes 0.00     0    No   0  0.00     1   0  Urban
702922859 0   5/23/1940   59  0  7   94972.56   No  319369.07  Yes M 
Bachelors     Manager      21.48  Private    7400.00   1   Pickup      
Yes 0.00     0    No   0  0.00     11  0  Urban
570398624 0   6/5/1954    45  1  13  65939.50   No  231593.46  Yes M 
Bachelors     Professional 42.57  Private    14510.00  6   Minivan     
No  0.00     0    No   0  0.00     10  0  Urban
54017601  0   10/22/1950  49  0  15  40599.40   No  193571.19  Yes F 
High School   Blue Collar  39.46  Commercial 23790.00  3   Sports Car  
No  4397.00  1    No   6  0.00     5   0  Urban
317743899 0   12/6/1940   58  0  10  90671.75   No  0.00       No  M 
Masters       Manager      42.92  Private    7300.00   1   Pickup      
Yes 9090.00  2    No   0  0.00     12  0  Urban
917556873 0   3/31/1960   39  2  10  24176.74   No  152550.52  Yes M 
High School   Clerical     46.86  Commercial 20570.00  9   Van         
No  0.00     0    No   0  0.00     1   0  Rural
603952631 0   4/4/1966    33  3  13  21989.78   Yes 144044.81  No  M 
High School   Clerical     24.05  Private    13900.00  3   Minivan     
Yes 0.00     0    No   3  0.00     8   0  Urban
322577777 0   6/15/1962   37  2  14  63769.51   No  216279.53  Yes F 
High School   Blue Collar  12.25  Commercial 12510.00  1   SUV         
No  0.00     0    No   0  0.00     9   0  Rural
329879708 2   8/18/1941   58  3  18  9750.20    No  0.00       Yes M 
< High School Student      50.36  Private    2480.00   1   Minivan     
Yes 3741.00  2    Yes  3  5185.00  1   1  Urban
79517894  0   1/23/1951   48  0  13  114947.54  No  353366.54  Yes F 
PhD           Manager      5.00   Private    18370.00  17  Pickup      
No  0.00     0    No   0  0.00     17  0  Urban
205548689 0   6/3/1963    36  0  11  34329.45   No  156793.01  Yes M 
< High School Blue Collar  56.48  Commercial 8530.00   9   Pickup      
Yes 743.00   2    No   2  5013.00  1   1  Urban
845037017 0   4/11/1960   39  0  12  33570.26   No  189197.20  No  M 
Bachelors     Clerical     43.54  Private    7410.00   1   Pickup      
No  0.00     0    Yes  4  2519.00  11  1  Rural
11000229  0   11/10/1940  59  0  15  43117.68   No  173745.49  Yes F 
High School   Blue Collar  21.66  Commercial 30660.00  6   SUV         
No  0.00     0    No   0  0.00     9   0  Rural
846882696 1   6/2/1957    42  1  10  74411.71   Yes 0.00       No  F 
Masters       Manager      26.31  Private    16250.00  7   SUV         
No  5936.00  2    No   4  0.00     14  0  Urban
860428575 0   3/27/1968   31  1  13  44120.45   Yes 0.00       No  M 
High School   Professional 11.53  Commercial 6410.00   1   Pickup      
No  0.00     0    No   0  0.00     1   0  Urban
254748203 0   4/17/1973   26  3  0   0.00       Yes 0.00       No  M 
High School   Student      41.09  Commercial 4100.00   1   Minivan     
No  0.00     0    No   3  3953.00  1   1  Urban
618040112 0   2/3/1945    54  0  14  40862.13   No  0.00       No  F 
Masters       Home Maker   48.36  Private    20400.00  7   SUV         
No  0.00     0    No   0  10106.49 17  1  Urban
251567668 0   3/23/1947   52  0  11  84437.70   No  0.00       No  F 
Masters       Manager      65.10  Private    16940.00  1   Minivan     
No  0.00     0    No   1  2489.00  17  1  Urban
583244400 0   1/23/1948   51  0  13  58873.71   No  213744.18  Yes M 
Bachelors     Professional 40.82  Commercial 22010.00  7   Van         
No  0.00     0    No   0  0.00     14  0  Rural
789994234 0   10/25/1949  50  0  11  60895.01   No  244784.43  No  F 
PhD           Professional 17.04  Private    7590.00   7   Sports Car  
No  2005.00  1    No   6  0.00     14  0  Urban
763925602 0   8/4/1950    49  0  15  58904.47   No  255754.91  No  M 
Bachelors     Professional 39.08  Commercial 25890.00  1   Panel Truck 
Yes 0.00     0    No   2  0.00     9   0  Urban
630493812 0   3/20/1965   34  4  12  24897.01   No  166510.23  Yes M 
High School   Clerical     26.01  Commercial 7390.00   17  Pickup      
Yes 23866.00 2    No   2  0.00     7   0  Urban
803840924 1   6/3/1963    36  2  12  15358.03   No  125216.30  Yes F 
< High School Clerical     16.03  Private    24480.00  6   Sports Car  
No  0.00     0    No   1  0.00     1   0  Urban
229043169 0   12/15/1950  48  0  8   102860.60  No  0.00       No  M 
Masters       Lawyer       42.75  Private    19220.00  1   Minivan     
Yes 0.00     0    No   2  0.00     17  0  Urban
503049980 0   4/27/1933   66  0  13  78187.25   No  285420.61  Yes F 
Masters       Lawyer       44.85  Private    14200.00  4   Sports Car  
No  3834.00  2    No   0  0.00     10  0  Urban
624399353 0   4/9/1957    42  2  13  88994.82   Yes 0.00       No  F 
Bachelors     Blue Collar  45.25  Private    25830.00  1   Sports Car  
No  31687.00 2    Yes  2  23805.37 10  1  Urban
498457014 0   4/4/1959    40  0  13  72241.85   No  212156.92  Yes F 
High School   Professional 13.86  Private    17580.00  1   SUV         
No  0.00     0    Yes  0  0.00     10  0  Urban
411031179 1   1/31/1956   43  1  10  119340.69  Yes 338327.31  No  F 
PhD           Lawyer       34.90  Private    1500.00   1   SUV         
No  0.00     0    No   1  2360.00  15  1  Urban
629780029 0   6/27/1966   33  1  10  83663.58   No  217762.74  Yes M 
Bachelors     Blue Collar  53.58  Commercial 21100.00  4   Van         
Yes 5495.00  3    No   7  2206.00  8   1  Urban
561288306 0   5/28/1948   51  0  14  71266.85   No  251915.05  Yes M 
Bachelors     Blue Collar  39.15  Commercial 33370.00  4   Panel Truck 
No  0.00     0    No   0  0.00     5   0  Urban
89192106  0   8/25/1960   39  0  13  10314.72   No  0.00       Yes F 
< High School Student      33.02  Private    16570.00  10  SUV         
No  0.00     0    No   0  0.00     1   0  Urban
543513719 0   8/11/1965   34  1  13  69317.75   No  238256.29  Yes F 
Bachelors     Blue Collar  36.41  Private    17700.00  11  SUV         
No  0.00     0    No   0  0.00     5   0  Urban
488230129 0   1/12/1965   34  1  10  71328.48   Yes 203767.74  No  F 
Bachelors     Manager      32.48  Private    21320.00  6   Minivan     
Yes 0.00     0    No   0  0.00     15  0  Urban
816452105 0   11/28/1947  51  0  13  30764.07   No  175918.69  Yes F 
Masters       Lawyer       24.10  Private    8430.00   6   SUV         
No  3644.00  2    No   5  0.00     16  0  Urban
802328969 1   10/3/1960   39  3  0   0.00       Yes 0.00       No  F 
Bachelors     Home Maker   39.05  Private    6580.00   1   SUV         
No  0.00     0    No   0  1076.00  1   1  Rural
741192389 1   2/4/1957    42  2  12  110127.80  No  282422.98  Yes M 
Bachelors     Manager      32.72  Commercial 37670.00  1   Panel Truck 
Yes 0.00     0    No   0  6995.00  14  1  Urban
69309215  0   11/11/1947  52  0  6   109493.38  No  279274.97  Yes F 
Bachelors     Professional 26.18  Commercial 27790.00  11  Van         
No  0.00     0    No   0  0.00     14  0  Urban
571108830 1   3/29/1958   41  1  5   34304.46   Yes 97504.23   No  M 
High School   Clerical     56.65  Private    9030.00   6   Pickup      
Yes 0.00     0    No   0  0.00     1   0  Rural
496819716 0   11/30/1943  55  0  13  33519.31   No  232836.42  Yes F 
Bachelors     Clerical     60.81  Private    14760.00  1   SUV         
No  0.00     0    No   3  2517.00  5   1  Urban
47386311  0   5/28/1953   46  0  12  33635.31   No  191957.40  Yes F 
High School   Blue Collar  54.66  Commercial 26790.00  7   Minivan     
No  3960.00  2    No   3  3273.00  8   1  Urban
966942320 0   7/19/1963   36  3  16  30032.71   No  107742.96  Yes F 
High School   Blue Collar  32.11  Commercial 16310.00  10  SUV         
No  0.00     0    Yes  0  4148.00  12  1  Urban
198132513 0   5/22/1965   34  2  15  133936.95  Yes 343256.51  No  M 
Bachelors     Professional 26.09  Private    18290.00  1   Van         
No  0.00     0    No   0  0.00     8   0  Rural
54569584  0   12/23/1943  55  0  4   95472.66   No  0.00       No  F 
Bachelors     Professional 22.26  Private    35340.00  7   Minivan     
No  0.00     0    No   0  0.00     10  0  Rural
342456793 0   7/12/1951   48  0  12  27699.92   No  117399.65  Yes F 
High School   Clerical     34.59  Private    15070.00  7   SUV         
No  34237.00 1    No   0  0.00     7   0  Urban
533429603 0   9/25/1957   42  1  10  134519.79  Yes 342728.44  No  M 
Masters       Lawyer       36.13  Private    5700.00   1   Pickup      
No  2308.00  1    No   2  7801.00  12  1  Urban
425540577 0   4/19/1943   56  0  0   0.00       No  118580.98  Yes F 
Bachelors     Home Maker   60.21  Private    20680.00  1   SUV         
No  0.00     0    Yes  0  0.00     13  0  Rural
357815196 0   1/28/1955   44  0  11  41390.00   No  175478.04  No  M 
Bachelors     Manager      26.99  Private    7710.00   8   Pickup      
Yes 3173.00  3    No   0  0.00     11  0  Urban
838688149 0   12/15/1951  47  0  9   40764.36   No  158061.26  Yes F 
PhD           Manager      15.83  Private    11400.00  1   Sports Car  
No  0.00     0    No   1  0.00     14  0  Urban
415552524 3   7/7/1963    36  3  14  102147.33  No  270030.40  Yes M 
< High School Blue Collar  27.73  Private    15310.00  4   Minivan     
No  6455.00  1    No   2  16677.68 7   1  Urban
504635508 0   12/14/1967  31  0  8   67842.22   No  0.00       No  M 
Bachelors     Blue Collar  49.17  Commercial 4600.00   7   Pickup      
Yes 0.00     0    Yes  0  3005.00  1   1  Urban
656190149 0   10/1/1944   55  0  12  63375.52   No  225110.96  Yes F 
Bachelors     Blue Collar  25.31  Commercial 20390.00  1   SUV         
No  0.00     0    No   0  0.00     14  0  Rural
504800653 0   12/6/1950   48  0  13  120483.30  No  358642.61  Yes M 
Masters       Professional 60.17  Private    14110.00  7   Minivan     
Yes 0.00     0    No   0  0.00     12  0  Urban
368897332 0   4/28/1953   46  0  14  52411.15   No  158113.40  Yes M 
Bachelors     Manager      13.63  Private    11340.00  6   Minivan     
Yes 0.00     0    No   2  0.00     8   0  Urban
967639753 0   1/31/1953   46  0  9   74181.20   No  251023.96  No  F 
High School   Professional 33.11  Private    24340.00  7   Minivan     
No  0.00     0    No   3  0.00     6   0  Rural
346806456 0   7/29/1951   48  0  0   0.00       No  0.00       Yes M 
High School   Student      23.04  Commercial 33540.00  4   Minivan     
Yes 0.00     0    No   0  0.00     1   0  Rural
548481033 0   11/23/1966  32  4  15  14936.98   No  126561.25  Yes F 
< High School Clerical     40.02  Private    6190.00   6   SUV         
No  4890.00  2    No   1  0.00     6   0  Urban
78446084  0   6/24/1943   56  0  11  64124.09   No  210352.95  Yes M 
Masters       Manager      18.82  Commercial 22950.00  3   Panel Truck 
Yes 4232.00  3    No   0  0.00     17  0  Urban
493235037 0   7/4/1918    81  2  23  109274.80  No  381377.11  Yes M 
Bachelors     Professional 39.21  Private    22030.00  7   Sports Car  
Yes 4773.00  2    No   0  0.00     6   0  Urban
236929493 0   10/12/1958  41  2  14  53940.14   No  182684.48  Yes F 
High School   Blue Collar  32.24  Commercial 24510.00  1   Pickup      
No  24295.00 1    Yes  3  3585.00  1   1  Urban
168592387 0   12/2/1956   42  0  12  90409.28   No  279592.51  Yes M 
Masters       Lawyer       42.14  Private    16270.00  1   Van         
Yes 3791.00  3    No   3  0.00     11  0  Urban
458858576 3   6/27/1958   41  3  13  57371.32   No  153181.24  Yes F 
High School   Blue Collar  68.59  Commercial 28600.00  1   Pickup      
No  1858.00  4    No   3  3340.00  7   1  Urban
486815695 0   4/21/1943   56  0  12  36934.98   No  195331.46  No  M 
< High School Blue Collar  12.36  Commercial 28580.00  6   Panel Truck 
No  4567.00  1    No   0  0.00     7   0  Urban
802769940 0   8/21/1953   46  0  10  35563.56   No  179331.23  Yes M 
Bachelors     Home Maker   27.48  Private    19750.00  1   Minivan     
Yes 0.00     0    No   1  0.00     7   0  Rural
196786105 0   11/22/1956  42  2  11  49263.80   Yes 198206.57  No  F 
High School   Clerical     5.00   Commercial 37750.00  7   Van         
No  0.00     0    No   0  0.00     1   0  Urban
572435823 0   6/5/1959    40  0  14  107499.47  No  281872.54  Yes M 
Bachelors     Manager      18.72  Commercial 17470.00  9   Van         
Yes 0.00     0    No   2  0.00     7   0  Urban
949231860 1   8/23/1961   38  2  6   21073.14   Yes 91826.54   No  F 
< High School Clerical     34.31  Commercial 17570.00  1   Pickup      
No  4657.00  1    No   0  0.00     1   0  Urban
287264722 0   9/26/1951   48  0  9   2229.02    No  0.00       No  F 
< High School Student      20.76  Commercial 21930.00  1   Minivan     
No  0.00     0    No   0  0.00     1   0  Urban
215264531 2   3/7/1959    40  2  12  88412.80   No  246706.28  Yes F 
High School   Blue Collar  26.37  Commercial 15410.00  7   Minivan     
No  0.00     0    No   0  0.00     1   0  Rural
759568265 1   11/26/1941  57  3  15  94890.25   No  267063.85  Yes F 
Bachelors     Manager      17.39  Private    18170.00  8   SUV         
No  0.00     0    No   1  0.00     12  0  Urban
634473118 1   5/3/1961    38  2  13  46061.26   Yes 0.00       No  F 
Bachelors     Clerical     38.57  Private    18910.00  1   Minivan     
No  0.00     0    No   3  5301.00  9   1  Urban
237764523 0   1/21/1946   53  0  10  142206.14  No  0.00       No  M 
Bachelors     Professional 34.40  Private    21720.00  1   Van         
No  0.00     0    Yes  0  0.00     9   0  Urban
766201126 0   7/11/1950   49  0  14  34627.89   No  159544.46  Yes M 
High School   Professional 43.01  Private    20310.00  3   Van         
Yes 7467.00  2    No   3  0.00     1   0  Urban
632040016 0   4/27/1954   45  3  0   0.00       No  63103.08   Yes M 
< High School Student      22.89  Commercial 7640.00   1   Pickup      
Yes 0.00     0    No   0  7136.00  1   1  Urban
143093971 0   2/14/1945   54  0  16  48078.12   No  274258.66  Yes F 
Bachelors     Clerical     39.97  Private    18290.00  1   Sports Car  
No  0.00     0    No   1  0.00     8   0  Urban
681418403 0   8/28/1952   47  0  15  40494.86   No  196730.18  Yes M 
< High School Blue Collar  5.00   Private    10250.00  10  Pickup      
Yes 0.00     0    No   0  0.00     4   0  Urban
548829498 0   2/3/1946    53  0  12  189052.36  No  0.00       No  M 
PhD           Doctor       30.71  Private    12550.00  3   Minivan     
Yes 2045.00  4    No   0  1030.00  1   1  Urban
797320781 0   9/24/1954   45  0  12  78103.03   No  229351.51  Yes F 
High School   Blue Collar  52.50  Private    6010.00   10  Sports Car  
No  0.00     0    No   0  0.00     6   0  Urban
130382635 0   11/24/1954  44  0  12  92898.29   No  264737.36  Yes F 
Masters       Lawyer       34.82  Private    14130.00  10  Sports Car  
No  0.00     0    No   1  0.00     9   0  Urban
949108478 2   3/19/1961   38  3  16  30433.47   No  137924.59  Yes F 
< High School Blue Collar  20.53  Commercial 12560.00  10  Sports Car  
No  0.00     0    No   0  0.00     1   0  Urban
283531307 0   1/23/1966   33  3  0   0.00       No  64785.83   Yes M 
High School   Student      16.36  Commercial 4800.00   4   Pickup      
No  0.00     0    No   5  4979.00  1   1  Urban
740786666 0   5/5/1947    52  0  14  106217.60  No  323804.47  Yes F 
Masters       Lawyer       47.05  Private    12120.00  1   SUV         
No  0.00     0    No   0  0.00     12  0  Urban
269541759 0   2/2/1951    48  0  10  58716.49   No  0.00       No  M 
Bachelors     Blue Collar  63.92  Commercial 12170.00  1   Minivan     
Yes 0.00     0    No   0  0.00     11  0  Rural
726839340 0   11/3/1942   57  0  11  77631.22   No  0.00       No  F 
High School   Manager      43.79  Private    26180.00  7   Pickup      
No  3090.00  2    No   0  6035.00  1   1  Urban
473040009 0   4/16/1959   40  0  11  67700.10   No  0.00       No  F 
High School   Blue Collar  16.18  Commercial 12270.00  10  SUV         
No  5722.00  2    No   6  6156.00  1   1  Urban
654878657 0   7/3/1954    45  0  12  54667.40   No  204364.15  Yes F 
Masters       Lawyer       14.45  Private    13570.00  1   SUV         
No  0.00     0    No   3  0.00     13  0  Rural
922637030 0   10/9/1945   54  0  14  97382.46   No  308417.66  Yes F 
Bachelors     Blue Collar  47.86  Commercial 23510.00  9   Sports Car  
No  0.00     0    No   0  0.00     15  0  Rural
473135731 0   1/9/1946    53  0  12  45431.88   No  182320.18  Yes M 
Bachelors     Clerical     39.12  Private    8020.00   13  Pickup      
Yes 0.00     0    No   0  0.00     16  0  Urban
594167500 0   1/3/1977    22  1  0   0.00       Yes 53636.26   No  F 
High School   Home Maker   53.91  Private    1500.00   18  SUV         
Yes 0.00     0    No   0  2729.00  1   1  Urban
937224895 0   4/12/1954   45  0  6   9158.75    No  0.00       Yes M 
High School   Student      49.32  Commercial 6920.00   6   Minivan     
Yes 0.00     0    No   0  0.00     6   0  Rural
460845643 0   3/3/1950    49  0  14  26301.32   No  0.00       Yes F 
Bachelors     Student      32.31  Commercial 19780.00  4   SUV         
No  1645.00  1    No   3  0.00     12  0  Urban
169167240 0   8/27/1966   33  2  11  19894.36   No  156232.56  Yes F 
High School   Blue Collar  51.51  Commercial 6790.00   10  Sports Car  
No  16816.00 1    Yes  0  1254.00  7   1  Urban
2312564   0   10/6/1953   46  0  11  104205.96  No  0.00       No  F 
Masters       Lawyer       26.61  Private    20760.00  11  SUV         
No  0.00     0    No   4  0.00     22  0  Urban
197539832 0   6/14/1968   31  1  13  42491.91   No  163297.21  Yes M 
High School   Clerical     14.17  Private    8850.00   1   Pickup      
Yes 1109.00  3    No   5  4431.00  8   1  Urban
22905935  0   1/21/1946   53  0  15  74294.83   No  267508.64  Yes M 
Bachelors     Manager      49.77  Private    10330.00  10  Pickup      
Yes 6550.00  4    No   2  0.00     9   0  Urban
58307018  0   12/6/1967   31  1  0   0.00       No  0.00       Yes M 
< High School Student      29.02  Private    21390.00  1   Van         
Yes 0.00     0    No   0  4552.00  1   1  Urban
656190149 0   10/1/1944   55  0  12  63375.52   No  225110.96  Yes F 
Bachelors     Blue Collar  25.31  Commercial 25450.00  13  Minivan     
No  0.00     0    No   0  0.00     14  0  Rural
867204089 0   8/27/1956   43  3  15  61852.18   No  176218.71  Yes F 
High School   Blue Collar  29.84  Commercial 1500.00   6   Sports Car  
No  0.00     0    No   0  0.00     1   0  Rural
428282729 1   9/9/1962    37  2  13  31212.50   No  155824.25  Yes M 
High School   Clerical     35.73  Private    10100.00  1   Pickup      
Yes 11626.00 2    No   0  2222.00  1   1  Urban
575831555 0   7/24/1958   41  1  13  65184.79   No  253053.77  Yes F 
< High School Blue Collar  11.71  Private    17220.00  10  Minivan     
No  28753.00 1    No   2  0.00     6   0  Urban
12136446  1   5/25/1963   36  3  11  20920.64   No  124116.21  Yes M 
High School   Clerical     70.57  Private    25280.00  11  Minivan     
Yes 0.00     0    No   0  0.00     1   0  Urban
983644114 1   1/23/1937   62  3  16  43410.46   No  186428.94  Yes M 
Bachelors     Blue Collar  43.37  Commercial 15400.00  1   Minivan     
Yes 10086.00 3    No   0  0.00     14  0  Urban
681443164 0   6/5/1954    45  0  4   83111.07   No  237262.57  No  M 
Bachelors     Manager      31.12  Private    23790.00  1   Minivan     
No  7017.00  1    No   5  0.00     7   0  Urban
708077771 0   6/2/1966    33  1  12  36354.50   No  192457.33  Yes M 
Bachelors     Blue Collar  26.18  Commercial 18730.00  13  Van         
Yes 0.00     0    No   0  0.00     7   0  Rural
361665026 0   7/31/1966   33  3  12  74546.10   No  245204.90  Yes M 
Bachelors     Blue Collar  22.40  Commercial 12250.00  1   Minivan     
No  3961.00  3    No   5  0.00     9   0  Urban
621496694 0   9/1/1969    30  1  11  88305.23   No  278236.15  Yes F 
Masters       Professional 5.00   Private    19710.00  3   SUV         
No  0.00     0    No   0  0.00     20  0  Urban
30585255  0   5/2/1963    36  3  14  167970.50  No  441721.19  Yes M 
Bachelors     Professional 32.60  Private    5100.00   6   Pickup      
Yes 2769.00  1    No   0  5396.00  13  1  Urban
698414529 0   9/30/1946   53  0  0   0.00       No  84982.30   Yes M 
Masters       Professional 44.96  Private    6800.00   6   Minivan     
No  0.00     0    No   3  0.00     24  0  Urban
898038749 0   3/16/1958   41  0  9   21650.93   No  142292.51  No  F 
< High School Clerical     23.52  Commercial 25640.00  1   Pickup      
No  0.00     0    No   1  4720.00  1   1  Urban
101731472 0   5/17/1964   35  2  14  29249.71   No  159238.88  Yes F 
High School   Blue Collar  44.78  Commercial 23380.00  1   Pickup      
No  0.00     0    No   1  0.00     7   0  Urban
717945707 0   7/1/1950    49  1  12  98174.74   No  321272.42  Yes F 
Masters       Lawyer       27.30  Private    16220.00  3   Minivan     
No  0.00     0    No   0  0.00     15  0  Urban
901710077 0   2/27/1959   40  1  5   89347.92   No  230105.61  Yes F 
Masters       Professional 47.81  Private    18150.00  6   Pickup      
No  0.00     0    No   2  0.00     14  0  Urban
166240500 0   5/22/1954   45  0  9   26237.32   No  0.00       No  F 
High School   Home Maker   26.23  Private    29420.00  6   Pickup      
No  0.00     0    No   2  0.00     1   0  Urban
62746989  0   9/22/1960   39  0  9   51814.37   No  0.00       No  F 
Masters       Manager      27.73  Private    15170.00  10  Sports Car  
No  5446.00  1    No   0  0.00     15  0  Urban
619949605 1   4/8/1962    37  1  9   65402.36   No  202380.65  Yes F 
High School   Blue Collar  61.69  Private    11740.00  1   Sports Car  
No  0.00     0    No   0  0.00     7   0  Rural
430441105 0   5/30/1950   49  0  13  43560.39   No  174689.91  Yes M 
Bachelors     Clerical     35.28  Commercial 10760.00  4   Pickup      
Yes 0.00     0    No   0  0.00     7   0  Urban
103293644 0   8/19/1967   32  1  11  36179.32   Yes 106891.98  No  F 
< High School Clerical     11.98  Private    13030.00  1   Sports Car  
No  0.00     0    No   0  4307.00  6   1  Rural
294816298 2   8/3/1963    36  2  12  130539.60  Yes 344195.47  No  F 
Bachelors     Blue Collar  5.00   Commercial 35990.00  1   Van         
No  0.00     0    Yes  0  0.00     9   0  Rural
292071650 1   5/25/1960   39  2  14  24546.30   No  147125.04  Yes F 
High School   Blue Collar  5.26   Commercial 3950.00   4   SUV         
No  4227.00  2    No   0  0.00     10  0  Urban
375087720 0   11/23/1951  47  0  13  80431.06   No  243919.34  Yes M 
Bachelors     Clerical     21.68  Commercial 25630.00  1   Panel Truck 
Yes 0.00     0    No   0  0.00     13  0  Rural
890091849 0   2/17/1953   46  0  14  125610.42  No  329202.57  Yes M 
Masters       Lawyer       26.90  Private    18660.00  3   Van         
No  0.00     0    Yes  2  0.00     13  0  Urban
699677378 0   1/4/1961    38  0  8   83303.64   No  234493.06  Yes F 
Bachelors     Clerical     10.02  Private    17600.00  4   Pickup      
No  8109.00  2    No   1  0.00     17  0  Urban
474659214 0   5/22/1951   48  0  0   0.00       No  0.00       Yes M 
Bachelors     Student      44.57  Commercial 6300.00   1   Pickup      
No  0.00     0    No   0  0.00     7   0  Rural
848429245 0   1/9/1944    55  0  11  133318.20  No  398344.28  Yes M 
Masters       Lawyer       19.59  Private    33470.00  1   Minivan     
No  0.00     0    No   0  0.00     13  0  Rural
382198324 0   2/19/1947   52  0  13  43392.51   No  202835.14  Yes F 
High School   Clerical     22.87  Private    21250.00  1   Minivan     
No  30910.00 2    Yes  1  0.00     1   0  Urban
8890927   1   4/27/1954   45  2  14  20637.33   No  0.00       Yes M 
High School   Student      44.32  Commercial 8060.00   1   Pickup      
No  0.00     0    Yes  0  0.00     1   0  Urban
717945707 0   7/1/1950    49  1  12  98174.74   No  321272.42  Yes F 
Masters       Lawyer       27.30  Private    18800.00  1   SUV         
No  0.00     0    No   6  0.00     15  0  Urban
998040578 0   9/20/1962   37  0  11  22631.98   No  142768.82  No  F 
< High School Blue Collar  56.07  Private    19970.00  13  Pickup      
No  0.00     0    Yes  1  4813.00  7   1  Urban
525918644 1   8/31/1961   38  2  0   0.00       Yes 0.00       No  F 
High School   Home Maker   24.30  Private    5920.00   4   Sports Car  
No  0.00     0    No   3  2827.00  6   1  Urban
624440117 0   7/9/1938    61  0  15  52893.75   No  216569.08  Yes M 
Bachelors     Blue Collar  36.63  Commercial 11250.00  6   SUV         
No  8057.00  2    No   5  6284.00  6   1  Urban
799857899 0   7/3/1950    49  0  12  194.92     No  0.00       No  F 
PhD           Home Maker   54.28  Private    7300.00   10  SUV         
No  0.00     0    No   1  0.00     16  0  Rural
404639990 0   10/31/1954  45  1  14  92626.18   No  252584.70  Yes M 
Masters       Manager      35.47  Commercial 31340.00  17  Panel Truck 
Yes 0.00     0    No   1  0.00     16  0  Urban
414345397 0   3/29/1941   58  2  0   0.00       No  0.00       Yes F 
High School   Student      39.57  Commercial 1500.00   11  SUV         
No  3564.00  2    No   9  5089.00  10  1  Urban
549069454 0   4/29/1947   52  0  16  72500.05   No  273021.68  Yes F 
High School   Blue Collar  5.00   Private    7270.00   6   SUV         
No  6217.00  1    No   7  0.00     1   0  Urban
920638735 0   5/8/1955    44  0  9   34407.71   No  169326.18  Yes F 
High School   Blue Collar  33.88  Commercial 13460.00  1   Minivan     
No  7250.00  3    No   3  3262.00  5   1  Urban
249037674 0   1/15/1954   45  0  14  108308.64  No  0.00       No  M 
High School   Blue Collar  28.69  Commercial 17450.00  12  Van         
Yes 0.00     0    No   1  5822.00  8   1  Urban
212373089 0   12/23/1957  41  0  13  87332.87   No  293660.80  Yes F 
High School   Blue Collar  34.63  Commercial 18240.00  1   SUV         
No  6863.00  1    No   1  4506.00  1   1  Urban
65561698  0   7/11/1958   41  2  13  11123.64   No  91506.35   Yes F 
High School   Home Maker   21.75  Private    17570.00  4   Sports Car  
No  1951.00  2    No   0  0.00     1   0  Urban
807685357 0   7/19/1956   43  0  11  203511.01  No  501150.41  Yes M 
High School   Manager      5.00   Commercial 36000.00  7   Panel Truck 
No  0.00     0    No   1  0.00     1   0  Urban
195051458 0   3/29/1965   34  2  11  13342.63   Yes 155171.32  No  F 
High School   Home Maker   46.40  Private    1500.00   1   Sports Car  
No  0.00     0    No   0  0.00     9   0  Rural
189803842 1   2/11/1960   39  1  9   82791.29   Yes 0.00       No  F 
Bachelors     Blue Collar  5.00   Commercial 20800.00  1   Minivan     
No  27444.00 1    Yes  7  3651.00  9   1  Urban
418019534 0   10/7/1948   51  0  16  29137.69   No  0.00       No  F 
Masters       Lawyer       16.46  Private    6390.00   1   SUV         
No  0.00     0    No   0  0.00     17  0  Rural
791411047 0   1/1/1977    22  3  11  12825.14   Yes 105131.62  No  M 
< High School Blue Collar  27.59  Commercial 9610.00   6   Pickup      
Yes 2468.00  1    No   8  3667.00  1   1  Urban
581216860 0   2/3/1946    53  0  14  28534.60   No  145197.51  Yes M 
< High School Blue Collar  90.44  Commercial 9650.00   9   Pickup      
No  0.00     0    No   0  0.00     5   0  Rural
275063923 0   3/23/1950   49  0  10  45365.76   No  237043.71  Yes M 
High School   Clerical     32.08  Commercial 35510.00  1   Panel Truck 
No  0.00     0    No   0  0.00     10  0  Rural
574107788 0   6/14/1954   45  0  10  57626.73   No  0.00       No  F 
High School   Blue Collar  23.88  Commercial 6000.00   3   SUV         
No  0.00     0    No   6  7407.00  1   1  Urban
243123645 0   4/5/1959    40  1  9   42745.46   No  168433.05  Yes M 
< High School Blue Collar  24.91  Private    19670.00  16  Van         
Yes 34492.00 3    Yes  3  0.00     6   0  Urban
135363189 0   12/26/1964  34  1  10  83792.23   No  261802.91  Yes F 
PhD           Doctor       20.86  Private    13280.00  10  SUV         
No  0.00     0    No   2  0.00     14  0  Urban
194836773 0   9/25/1956   43  0  8   25712.73   No  0.00       Yes F 
< High School Student      31.14  Private    12470.00  1   Sports Car  
No  0.00     0    No   0  0.00     1   0  Rural
831574245 0   1/27/1953   46  0  11  27702.85   No  178482.04  No  F 
Bachelors     Clerical     11.65  Commercial 20660.00  1   Pickup      
No  0.00     0    No   4  0.00     11  0  Urban
771801025 0   3/2/1945    54  0  10  193786.22  No  478456.32  No  M 
PhD           Manager      46.79  Commercial 46610.00  14  Panel Truck 
Yes 0.00     0    No   1  0.00     15  0  Urban
449429892 0   1/12/1968   31  2  13  33470.20   Yes 107173.96  No  M 
High School   Clerical     53.72  Commercial 4850.00   17  Pickup      
Yes 0.00     0    No   4  3146.00  1   1  Rural
865313474 0   5/29/1950   49  0  9   36306.47   No  184878.38  Yes M 
High School   Blue Collar  39.22  Commercial 10030.00  4   Pickup      
Yes 0.00     0    No   2  0.00     7   0  Urban
369052748 1   9/24/1956   43  2  14  37897.55   No  191416.72  Yes F 
High School   Clerical     54.86  Private    9590.00   7   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
216745844 0   11/16/1966  33  1  9   46866.68   Yes 0.00       No  F 
Bachelors     Clerical     12.00  Private    9490.00   4   Sports Car  
No  0.00     0    No   0  0.00     15  0  Rural
352903182 0   12/24/1949  49  0  7   86847.13   No  228889.25  No  M 
Masters       Professional 33.34  Private    16320.00  17  Van         
Yes 0.00     0    No   3  0.00     6   0  Rural
91239264  1   6/18/1959   40  2  13  21410.83   Yes 0.00       No  M 
Bachelors     Clerical     27.97  Private    12670.00  4   Minivan     
No  0.00     0    No   1  0.00     7   0  Rural
93262171  0   2/17/1960   39  0  10  54817.92   No  244266.23  Yes M 
Bachelors     Manager      47.91  Private    10880.00  4   Pickup      
Yes 0.00     0    Yes  0  0.00     11  0  Urban
782118634 0   5/2/1953    46  0  12  44763.41   No  0.00       No  F 
High School   Blue Collar  38.79  Commercial 19070.00  4   Minivan     
No  0.00     0    No   0  0.00     1   0  Rural
549986445 0   10/31/1969  30  1  13  38897.81   No  128607.36  Yes M 
Masters       Manager      14.13  Private    4500.00   7   Pickup      
Yes 0.00     0    No   0  0.00     17  0  Urban
536598966 0   9/22/1955   44  1  10  70103.50   Yes 0.00       No  F 
Bachelors     Clerical     47.08  Private    12910.00  1   SUV         
No  0.00     0    No   0  0.00     10  0  Rural
919224306 0   3/1/1951    48  0  13  3798.14    No  0.00       No  F 
Masters       Lawyer       42.67  Private    13140.00  4   SUV         
No  0.00     0    Yes  0  0.00     15  0  Urban
757352494 0   5/13/1964   35  3  16  32600.92   No  136454.11  Yes F 
High School   Blue Collar  19.53  Commercial 5000.00   5   SUV         
No  0.00     0    No   0  0.00     8   0  Rural
846904796 0   8/23/1960   39  3  14  51523.90   Yes 0.00       No  F 
< High School Blue Collar  41.31  Private    20840.00  3   SUV         
No  0.00     0    No   1  0.00     1   0  Urban
566729633 0   4/27/1937   62  0  14  155164.06  No  425892.24  Yes M 
Masters       Lawyer       28.55  Private    7700.00   13  Pickup      
Yes 0.00     0    No   0  0.00     18  0  Urban
314006147 0   7/19/1946   53  0  10  72291.13   No  0.00       No  M 
Masters       Lawyer       9.47   Private    14310.00  6   Minivan     
Yes 8013.00  1    No   5  6857.00  18  1  Urban
904934030 0   4/8/1947    52  0  14  37239.20   No  191936.52  Yes F 
Masters       Manager      22.05  Private    11900.00  3   SUV         
No  0.00     0    No   0  0.00     12  0  Urban
672676093 0   3/1/1960    39  0  10  82598.18   No  0.00       No  F 
High School   Blue Collar  39.13  Commercial 5600.00   1   SUV         
No  0.00     0    Yes  2  856.00   10  1  Urban
410936764 0   11/10/1932  67  0  13  97259.11   No  313614.82  Yes M 
PhD           Doctor       16.76  Private    27570.00  6   SUV         
No  1451.00  4    No   5  9662.82  1   1  Urban
62426525  0   12/30/1964  34  1  12  25989.30   No  137835.72  Yes M 
< High School Blue Collar  47.68  Private    9490.00   6   Minivan     
Yes 0.00     0    No   4  0.00     8   0  Rural
21748822  0   5/30/1964   35  0  10  44839.30   No  195156.07  Yes M 
High School   Clerical     5.00   Commercial 27030.00  6   SUV         
No  5068.00  1    No   2  0.00     1   0  Rural
686796682 1   1/18/1955   44  2  12  90670.99   Yes 0.00       No  F 
High School   Blue Collar  7.50   Commercial 14180.00  1   SUV         
No  0.00     0    Yes  0  0.00     5   0  Urban
405289616 0   7/4/1948    51  0  10  103745.50  No  0.00       No  F 
Bachelors     Blue Collar  19.80  Commercial 18430.00  3   Minivan     
No  4987.00  2    Yes  0  0.00     10  0  Urban
442319498 0   3/12/1953   46  0  9   35586.42   No  168623.86  No  M 
< High School Clerical     39.88  Commercial 6620.00   1   Pickup      
No  3627.00  1    No   8  5567.00  1   1  Urban
579393787 0   2/10/1956   43  0  12  12084.69   No  0.00       No  F 
High School   Home Maker   42.94  Private    18470.00  1   Minivan     
No  0.00     0    No   0  0.00     9   0  Rural
899597938 2   9/15/1958   41  3  14  13392.99   No  125873.19  Yes F 
< High School Clerical     30.62  Private    5600.00   3   SUV         
No  1479.00  2    No   5  5588.00  7   1  Urban
600941278 0   5/21/1952   47  0  11  68061.27   No  209609.94  Yes M 
Bachelors     Professional 34.97  Private    20870.00  1   Van         
Yes 0.00     0    No   0  0.00     13  0  Urban
714678734 0   9/13/1941   58  0  10  101009.36  No  322160.72  Yes M 
Bachelors     Professional 38.37  Commercial 42540.00  4   Panel Truck 
No  3977.00  1    No   0  0.00     4   0  Urban
433735514 1   5/22/1962   37  2  13  48376.62   No  159858.09  Yes F 
High School   Blue Collar  12.56  Private    10040.00  6   SUV         
No  0.00     0    No   1  0.00     7   0  Rural
481515756 0   10/12/1945  54  0  13  144680.84  No  416018.75  Yes M 
Masters       Manager      26.19  Commercial 26820.00  4   Panel Truck 
Yes 0.00     0    No   1  0.00     14  0  Urban
605614925 0   4/28/1974   25  3  15  71891.96   No  211305.65  Yes F 
High School   Blue Collar  21.02  Commercial 27470.00  6   Pickup      
No  3340.00  2    No   6  5173.00  9   1  Urban
21806232  2   12/21/1947  51  0  13  54306.99   No  216808.19  Yes F 
High School   Blue Collar  49.03  Private    20490.00  5   Minivan     
No  0.00     0    No   0  0.00     1   0  Urban
945363119 0   2/12/1952   47  0  12  54318.92   No  217348.41  Yes M 
High School   Blue Collar  50.56  Private    14770.00  4   Minivan     
No  0.00     0    No   2  0.00     1   0  Urban
258016112 0   5/29/1964   35  3  13  64871.67   No  187353.88  Yes F 
< High School Clerical     43.54  Private    7990.00   7   SUV         
No  4620.00  1    No   5  0.00     8   0  Urban
660894129 0   7/29/1953   46  0  0   0.00       No  0.00       No  M 
High School   Student      22.93  Commercial 17380.00  4   Van         
Yes 0.00     0    No   3  1493.00  1   1  Rural
541876922 0   8/13/1947   52  0  14  52939.21   No  251642.26  Yes F 
Bachelors     Manager      21.68  Private    9290.00   6   SUV         
No  9795.00  2    No   2  0.00     9   0  Urban
811081761 1   3/29/1958   41  1  10  89601.94   No  258834.12  Yes F 
High School   Blue Collar  24.73  Commercial 22210.00  11  Van         
No  5384.00  2    No   5  0.00     8   0  Urban
280427835 0   6/15/1956   43  0  0   0.00       No  0.00       No  F 
High School   Home Maker   27.36  Private    5990.00   7   Sports Car  
No  0.00     0    No   0  1431.00  1   1  Urban
674151273 0   3/5/1948    51  0  13  94587.10   No  258739.06  No  F 
Bachelors     Home Maker   17.60  Private    10370.00  7   SUV         
No  0.00     0    Yes  2  0.00     7   0  Urban
205112426 0   8/29/1963   36  0  11  23371.93   No  0.00       No  M 
Bachelors     Student      14.60  Commercial 7180.00   1   Pickup      
Yes 0.00     0    No   0  2721.61  10  1  Rural
321220035 0   11/18/1945  53  0  0   0.00       No  111179.97  Yes F 
< High School Home Maker   44.02  Private    6800.00   6   Sports Car  
No  0.00     0    No   0  0.00     8   0  Rural
705235711 0   7/2/1958    41  2  13  35256.29   No  159003.26  Yes F 
High School   Clerical     58.95  Private    11010.00  1   SUV         
No  3603.00  1    No   3  3183.00  6   1  Urban
133422221 0   2/5/1955    44  2  13  26763.23   Yes 141019.39  No  F 
Masters       Manager      48.74  Private    11500.00  1   SUV         
No  0.00     0    No   0  0.00     11  0  Urban
716477434 0   3/15/1951   48  0  12  106742.11  No  0.00       No  M 
Bachelors     Professional 27.68  Commercial 18340.00  1   Van         
No  1124.00  4    No   0  0.00     9   0  Urban
854714763 0   8/20/1966   33  1  10  70565.20   No  241472.37  Yes F 
Masters       Lawyer       9.75   Private    10380.00  10  Minivan     
No  0.00     0    No   0  0.00     21  0  Urban
734769566 2   11/27/1939  59  2  15  134777.91  No  404248.37  Yes M 
Masters       Manager      41.36  Commercial 26910.00  1   Panel Truck 
Yes 0.00     0    No   3  4276.00  16  1  Urban
50971962  0   2/16/1967   32  1  8   8659.18    Yes 0.00       No  F 
High School   Home Maker   43.48  Private    14460.00  1   SUV         
No  31073.00 1    Yes  0  1398.00  1   1  Urban
435306534 0   9/20/1956   43  0  0   0.00       No  0.00       No  M 
High School   Student      19.24  Commercial 13890.00  1   Minivan     
Yes 1501.00  1    No   1  3568.00  4   1  Urban
923320044 0   11/7/1965   34  2  12  17068.95   No  77862.78   Yes F 
Masters       Lawyer       61.02  Private    13510.00  1   SUV         
No  3092.00  1    No   5  0.00     11  0  Urban
748685732 0   5/1/1938    61  0  14  78093.82   No  229815.39  No  M 
High School   Blue Collar  56.55  Commercial 15410.00  10  SUV         
No  3380.00  3    No   9  0.00     1   0  Urban
424786843 0   8/2/1969    30  0  10  27803.50   No  0.00       No  F 
High School   Clerical     41.49  Private    4500.00   1   SUV         
No  6351.00  4    No   0  754.97   8   1  Urban
347712484 2   10/14/1958  41  3  8   88887.37   Yes 265793.14  No  F 
High School   Blue Collar  31.39  Commercial 30190.00  10  SUV         
No  0.00     0    Yes  1  1205.00  8   1  Urban
973540888 1   1/3/1955    44  2  14  52857.29   Yes 0.00       No  F 
< High School Blue Collar  30.37  Private    6790.00   10  Sports Car  
No  0.00     0    No   1  0.00     1   0  Urban
133955210 1   7/1/1958    41  3  11  50839.59   Yes 204325.58  No  F 
High School   Blue Collar  43.78  Commercial 10680.00  4   SUV         
No  0.00     0    No   1  0.00     1   0  Urban
634844410 0   10/23/1952  47  0  14  19483.13   No  81684.96   Yes M 
High School   Clerical     54.04  Private    9150.00   4   Pickup      
No  20115.00 1    Yes  6  6801.00  3   1  Urban
92691593  0   10/19/1983  16  0  10  50100.44   No  158926.27  No  M 
High School   Blue Collar  41.12  Commercial 19430.00  1   Van         
Yes 0.00     0    No   2  44916.11 7   1  Urban
585301579 0   6/20/1969   30  0  8   52120.16   No  0.00       No  M 
Bachelors     Professional 11.18  Commercial 28600.00  1   Panel Truck 
Yes 0.00     0    No   1  0.00     1   0  Rural
740607512 0   11/24/1943  55  0  14  131276.82  No  0.00       No  F 
PhD           Manager      29.54  Commercial 40580.00  10  Van         
No  6680.00  2    No   3  0.00     16  0  Urban
718230034 0   2/22/1962   37  0  10  11753.71   No  108867.71  Yes F 
< High School Clerical     22.84  Private    18190.00  4   Sports Car  
No  0.00     0    No   2  0.00     7   0  Urban
850314594 0   8/27/1950   49  0  5   9315.73    No  138562.66  No  M 
PhD           Manager      9.70   Commercial 23570.00  6   Panel Truck 
No  1208.00  1    Yes  2  0.00     9   0  Urban
180728444 0   9/29/1953   46  0  11  19313.08   No  120018.62  Yes M 
< High School Clerical     51.76  Commercial 19390.00  10  Van         
Yes 0.00     0    No   0  0.00     1   0  Rural
882186283 0   7/22/1952   47  0  8   9897.78    No  160829.55  Yes M 
High School   Student      41.00  Private    17190.00  12  Minivan     
No  6495.00  1    No   0  0.00     1   0  Rural
903990337 0   9/4/1958    41  2  15  129235.72  No  324725.17  Yes M 
Masters       Lawyer       28.24  Private    27770.00  1   Minivan     
No  0.00     0    No   0  0.00     1   0  Rural
382888746 0   4/30/1949   50  1  11  37966.59   No  149654.31  Yes F 
< High School Clerical     30.83  Private    10300.00  7   SUV         
No  0.00     0    No   4  0.00     1   0  Rural
816067541 2   8/24/1959   40  3  11  52067.86   No  220789.57  Yes F 
Bachelors     Clerical     18.62  Private    8770.00   4   SUV         
No  0.00     0    No   3  0.00     14  0  Rural
506576300 0   7/19/1960   39  0  0   0.00       No  0.00       No  F 
Bachelors     Student      38.32  Commercial 5400.00   1   SUV         
No  0.00     0    No   0  0.00     6   0  Rural
413295070 0   7/13/1945   54  0  14  151138.08  No  409988.77  Yes M 
Bachelors     Manager      32.16  Commercial 22010.00  1   Van         
Yes 2733.00  3    No   6  0.00     1   0  Urban
306000247 0   2/26/1950   49  0  9   114121.70  No  0.00       No  M 
Bachelors     Blue Collar  51.63  Commercial 17810.00  11  Van         
Yes 0.00     0    No   1  0.00     10  0  Rural
685834429 0   2/22/1961   38  3  17  77830.10   No  157793.36  Yes F 
High School   Blue Collar  58.03  Commercial 8030.00   3   SUV         
No  9937.00  3    No   0  5064.00  11  1  Urban
428914455 0   11/29/1961  37  0  13  53058.98   No  220547.79  Yes M 
Bachelors     Professional 37.57  Commercial 18450.00  10  Van         
Yes 0.00     0    No   0  0.00     16  0  Rural
872660848 0   4/30/1960   39  3  12  69394.29   Yes 0.00       No  F 
PhD           Lawyer       51.61  Private    9720.00   1   SUV         
No  0.00     0    Yes  0  2473.59  13  1  Urban
155095638 2   7/27/1956   43  3  12  52906.08   No  0.00       Yes F 
High School   Student      40.48  Private    11090.00  1   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
851811867 0   1/9/1944    55  0  0   0.00       No  101007.39  Yes F 
< High School Student      36.03  Private    10360.00  6   SUV         
No  0.00     0    No   3  0.00     7   0  Rural
379087735 0   12/23/1952  46  0  14  65060.20   No  206130.03  Yes M 
Bachelors     Professional 38.54  Private    12610.00  4   Minivan     
Yes 4814.00  2    No   2  0.00     6   0  Urban
434339867 0   11/28/1946  52  0  9   87454.87   No  247727.94  Yes F 
Bachelors     Professional 11.28  Private    26010.00  7   Minivan     
No  0.00     0    No   0  5250.00  7   1  Urban
342861311 0   10/8/1950   49  0  0   0.00       No  0.00       Yes M 
High School   Student      27.70  Commercial 14900.00  1   Minivan     
No  0.00     0    Yes  2  5157.00  11  1  Urban
124631828 0   3/3/1961    38  2  8   43851.32   No  135243.14  Yes F 
High School   Clerical     24.76  Private    9690.00   1   SUV         
No  0.00     0    No   0  0.00     9   0  Rural
67355622  0   9/8/1957    42  0  12  9108.70    No  103306.28  Yes F 
Bachelors     Home Maker   24.98  Private    15840.00  10  SUV         
No  8455.00  3    No   1  0.00     6   0  Urban
224903628 0   5/18/1959   40  0  10  74870.68   No  206864.17  Yes M 
High School   Blue Collar  46.42  Commercial 27110.00  6   Panel Truck 
No  3137.00  1    No   4  0.00     7   0  Urban
192827925 0   6/29/1943   56  0  14  54285.64   No  0.00       No  M 
High School   Blue Collar  52.45  Commercial 15440.00  10  Minivan     
Yes 6417.00  1    No   0  0.00     1   0  Urban
429128652 0   6/9/1946    53  0  13  110911.46  No  335699.22  Yes M 
Bachelors     Professional 49.01  Commercial 25840.00  17  Panel Truck 
Yes 10474.00 2    No   1  0.00     7   0  Urban
745608358 0   1/24/1972   27  1  10  20971.59   Yes 0.00       No  F 
Bachelors     Student      27.81  Commercial 6640.00   15  Sports Car  
No  7186.00  3    No   2  1858.00  8   1  Urban
132155799 0   9/22/1959   40  3  10  48653.89   No  157515.24  Yes F 
< High School Blue Collar  20.96  Private    17200.00  4   SUV         
No  0.00     0    No   0  0.00     6   0  Rural
827574178 0   7/11/1952   47  0  12  55019.39   No  206800.63  Yes F 
Bachelors     Professional 51.41  Private    11700.00  4   SUV         
No  2257.00  2    No   3  0.00     9   0  Urban
223988387 0   10/6/1939   60  0  15  1007.09    No  0.00       Yes F 
Bachelors     Student      24.00  Private    10800.00  6   SUV         
No  7378.00  1    No   4  4390.00  4   1  Urban
777238082 1   4/24/1958   41  2  8   96329.73   Yes 250550.78  No  M 
Masters       Lawyer       23.12  Private    22060.00  1   Minivan     
No  4165.00  1    No   4  0.00     18  0  Urban
983967210 0   11/30/1947  51  0  15  92962.42   No  302726.39  Yes F 
Masters       Lawyer       18.95  Private    26310.00  4   Minivan     
No  0.00     0    Yes  0  0.00     9   0  Urban
360355769 0   3/8/1955    44  0  12  33473.76   No  78982.25   Yes M 
High School   Clerical     23.00  Private    9940.00   10  Pickup      
No  4266.00  1    No   1  0.00     1   0  Urban
937056883 3   11/23/1960  38  3  15  27418.54   No  135907.31  Yes M 
High School   Blue Collar  35.37  Commercial 9790.00   5   Pickup      
No  0.00     0    No   4  0.00     4   0  Rural
71181985  0   7/24/1948   51  0  12  30969.10   No  181778.95  Yes M 
High School   Clerical     39.68  Commercial 9700.00   13  Pickup      
Yes 0.00     0    No   3  0.00     8   0  Urban
336469329 2   9/2/1954    45  2  10  75209.14   Yes 0.00       No  M 
Masters       Lawyer       36.56  Private    15480.00  1   Minivan     
Yes 0.00     0    No   5  4905.00  14  1  Urban
631245376 0   10/30/1952  47  0  11  25674.03   No  151713.69  Yes M 
< High School Blue Collar  46.00  Private    10020.00  4   Pickup      
Yes 0.00     0    No   0  0.00     1   0  Urban
729841394 0   1/19/1950   49  0  14  57070.33   No  135173.93  Yes M 
High School   Clerical     44.05  Private    16170.00  10  Minivan     
Yes 0.00     0    No   3  0.00     7   0  Urban
261574026 0   4/21/1953   46  0  8   5739.53    No  0.00       No  F 
PhD           Manager      19.35  Private    24480.00  4   Minivan     
No  13665.00 2    No   4  0.00     16  0  Urban
719936557 0   12/16/1958  40  2  1   50297.98   No  152955.56  Yes F 
< High School Blue Collar  19.86  Private    5500.00   1   SUV         
No  0.00     0    No   0  0.00     7   0  Urban
439272478 0   4/22/1962   37  1  11  11629.38   No  0.00       Yes F 
High School   Student      15.80  Commercial 6360.00   7   Sports Car  
No  0.00     0    No   0  0.00     1   0  Urban
868372619 0   7/20/1970   29  3  10  53643.46   Yes 0.00       No  F 
High School   Clerical     53.51  Private    9760.00   1   SUV         
No  0.00     0    Yes  1  0.00     11  0  Rural
713190787 0   11/21/1954  44  0  12  62741.31   No  173680.16  Yes M 
Masters       Lawyer       29.60  Private    12170.00  6   Minivan     
No  0.00     0    No   0  0.00     9   0  Urban
681971608 0   4/1/1958    41  0  13  57614.79   No  181310.29  Yes M 
Bachelors     Blue Collar  36.88  Commercial 11360.00  1   Pickup      
Yes 0.00     0    No   6  5900.00  9   1  Urban
775922807 0   2/21/1959   40  0  12  20574.07   No  0.00       No  F 
High School   Clerical     40.87  Private    21440.00  10  SUV         
No  27094.00 3    Yes  6  0.00     6   0  Urban
519292395 0   12/27/1949  49  0  0   0.00       No  100880.46  Yes F 
Masters       Home Maker   34.41  Private    7440.00   3   SUV         
No  6711.00  2    No   2  0.00     10  0  Urban
479317426 0   3/4/1954    45  0  11  80601.48   No  0.00       No  F 
Bachelors     Professional 54.17  Private    15170.00  6   SUV         
No  9448.00  4    No   4  0.00     1   0  Urban
549559962 0   10/8/1959   40  3  10  15519.17   Yes 158830.44  No  M 
< High School Clerical     22.28  Private    7050.00   6   Pickup      
No  0.00     0    No   3  0.00     1   0  Rural
931940060 0   1/14/1966   33  1  0   0.00       No  0.00       Yes F 
High School   Home Maker   28.45  Private    18960.00  1   Minivan     
No  0.00     0    No   3  0.00     10  0  Rural
174133754 0   6/25/1960   39  0  9   16929.10   No  147218.98  Yes F 
< High School Blue Collar  24.29  Private    7090.00   4   Sports Car  
No  0.00     0    No   0  0.00     1   0  Urban
505836127 0   9/12/1976   23  2  0   0.00       No  0.00       Yes F 
< High School Student      28.98  Private    3800.00   6   SUV         
Yes 7705.00  4    No   0  0.00     5   0  Rural
655557135 0   10/15/1961  38  0  12  103322.99  No  312216.66  No  M 
Masters       Lawyer       43.86  Private    15630.00  1   Minivan     
No  0.00     0    No   0  0.00     11  0  Urban
525331193 0   4/29/1951   48  0  13  96479.13   No  287237.27  No  F 
Masters       Manager      27.29  Private    15950.00  9   SUV         
No  0.00     0    No   0  0.00     21  0  Urban
718173217 0   6/26/1942   57  0  11  186610.38  No  508282.14  Yes F 
PhD           Doctor       38.73  Private    12800.00  1   Minivan     
No  0.00     0    No   0  0.00     18  0  Urban
649910425 0   8/23/1969   30  0  9   31374.27   No  0.00       No  F 
High School   Clerical     53.86  Commercial 32820.00  1   Van         
No  0.00     0    Yes  0  0.00     1   0  Rural
599358562 0   3/24/1945   54  0  12  157057.47  No  0.00       No  F 
Masters       Manager      21.04  Private    23440.00  1   Minivan     
No  0.00     0    No   0  0.00     13  0  Urban
28899891  2   5/7/1956    43  2  11  98428.88   No  260695.68  Yes F 
High School   Blue Collar  35.27  Commercial 5800.00   1   SUV         
No  0.00     0    No   0  0.00     7   0  Rural
594117257 0   11/6/1964   35  2  14  76487.56   No  233302.76  Yes F 
High School   Clerical     42.50  Private    12650.00  4   Minivan     
No  0.00     0    No   2  0.00     9   0  Urban
863217470 0   4/22/1958   41  2  13  50542.50   No  197089.52  Yes F 
High School   Blue Collar  37.27  Commercial 29870.00  17  Minivan     
No  40450.00 2    Yes  0  0.00     1   0  Urban
213626892 2   2/18/1959   40  3  0   0.00       Yes 66506.37   No  F 
< High School Home Maker   38.24  Private    2670.00   1   Sports Car  
No  0.00     0    No   0  0.00     1   0  Rural
283162482 0   1/24/1938   61  0  9   59562.60   No  233352.27  Yes M 
Bachelors     Professional 18.30  Private    9470.00   6   SUV         
Yes 35070.00 2    Yes  0  4447.00  11  1  Urban
584134783 0   12/20/1947  51  0  11  52966.72   No  0.00       No  F 
High School   Blue Collar  10.70  Commercial 11900.00  7   SUV         
No  0.00     0    Yes  1  1937.00  1   1  Urban
183266180 0   6/21/1962   37  2  9   30286.77   No  174482.82  Yes F 
High School   Blue Collar  30.58  Commercial 17580.00  1   SUV         
No  10205.00 2    No   2  0.00     1   0  Urban
595400901 0   8/17/1953   46  0  11  16368.90   No  129084.06  No  F 
High School   Home Maker   21.62  Private    7740.00   6   Sports Car  
No  0.00     0    No   0  0.00     9   0  Rural
865506592 0   4/6/1958    41  2  12  1953.60    No  98325.04   Yes F 
< High School Home Maker   68.92  Private    5800.00   1   Sports Car  
No  0.00     0    No   4  0.00     3   0  Urban
630595251 0   5/30/1956   43  0  13  67890.88   No  199570.74  Yes F 
Masters       Manager      22.38  Private    8290.00   1   SUV         
No  0.00     0    No   0  6570.45  8   1  Urban
597270705 0   11/6/1938   61  2  16  119012.99  Yes 0.00       No  F 
Masters       Lawyer       49.92  Private    31240.00  14  Sports Car  
No  7204.00  2    No   1  0.00     18  0  Urban
275306071 0   4/20/1966   33  3  8   31529.83   Yes 0.00       No  F 
High School   Clerical     42.71  Private    9620.00   1   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
567216017 0   2/4/1948    51  0  7   13658.76   No  0.00       No  M 
< High School Clerical     30.02  Commercial 8150.00   13  Pickup      
No  0.00     0    No   0  0.00     1   0  Rural
374507309 0   7/25/1953   46  0  8   35995.28   No  0.00       No  M 
Masters       Professional 57.71  Commercial 5100.00   1   Pickup      
No  0.00     0    Yes  0  3531.00  12  1  Urban
127255429 0   3/30/1975   24  1  10  5426.93    No  0.00       Yes M 
High School   Student      23.23  Commercial 24630.00  7   Panel Truck 
Yes 24546.00 1    Yes  11 3373.00  5   1  Urban
168443977 1   8/7/1958    41  2  13  43703.95   No  122065.79  Yes M 
Bachelors     Clerical     20.34  Private    14390.00  1   Minivan     
Yes 3482.00  2    No   0  0.00     13  0  Urban
952827285 1   4/28/1957   42  2  15  30938.90   No  153953.75  Yes M 
High School   Home Maker   33.50  Commercial 8790.00   17  Pickup      
Yes 5192.00  3    No   5  0.00     1   0  Urban
738770352 0   11/10/1950  49  0  11  99487.73   No  0.00       No  M 
Masters       Lawyer       55.53  Private    16350.00  3   Van         
No  8692.00  2    No   11 4496.00  16  1  Urban
665870167 0   10/15/1938  61  0  6   46826.34   No  178835.87  No  F 
Masters       Lawyer       19.23  Private    23880.00  10  SUV         
No  1776.00  3    No   4  0.00     16  0  Urban
508727800 0   4/19/1966   33  0  10  34682.11   No  183265.31  No  F 
High School   Blue Collar  22.22  Private    6380.00   3   Sports Car  
No  1564.00  2    No   0  3269.00  10  1  Urban
40149003  0   3/21/1961   38  0  14  68328.01   No  0.00       No  M 
Bachelors     Professional 50.29  Private    8010.00   6   Minivan     
Yes 1011.00  2    No   5  0.00     15  0  Urban
624453887 0   5/8/1935    64  0  5   46598.22   No  180231.47  No  F 
Masters       Lawyer       27.13  Private    12560.00  4   Sports Car  
No  0.00     0    No   3  2432.00  1   1  Urban
590499274 0   4/23/1951   48  0  11  106667.70  No  247751.41  Yes M 
Bachelors     Professional 29.19  Private    16970.00  8   Van         
No  0.00     0    No   0  3127.00  9   1  Urban
841523410 0   3/15/1966   33  1  11  46375.72   No  189029.24  Yes M 
High School   Blue Collar  16.49  Commercial 11040.00  1   Minivan     
No  0.00     0    No   0  0.00     6   0  Rural
582692958 0   9/13/1963   36  0  8   78948.40   No  194293.55  No  M 
Masters       Lawyer       60.17  Private    12990.00  13  Minivan     
No  39424.00 3    Yes  5  0.00     9   0  Urban
689874543 0   12/25/1951  47  0  10  52411.63   No  0.00       No  M 
< High School Blue Collar  5.00   Commercial 20110.00  1   Van         
No  1455.00  3    Yes  0  3361.00  1   1  Urban
281097608 0   7/7/1949    50  0  7   63723.83   No  0.00       No  F 
Bachelors     Manager      20.73  Private    7870.00   6   SUV         
No  11070.00 2    No   2  0.00     7   0  Urban
233385530 0   12/27/1959  39  0  9   61567.38   No  218824.40  No  F 
High School   Manager      29.19  Private    13640.00  14  Minivan     
No  0.00     0    No   2  0.00     1   0  Urban
40478781  1   11/25/1960  38  1  8   40662.05   No  154032.95  Yes F 
Bachelors     Clerical     28.79  Private    20690.00  17  SUV         
No  35134.00 2    No   4  0.00     11  0  Rural
687551495 0   6/24/1964   35  3  11  81629.92   No  232013.59  Yes F 
Bachelors     Professional 71.37  Private    32210.00  1   SUV         
No  0.00     0    No   0  0.00     6   0  Rural
137130471 0   9/19/1968   31  1  13  39489.08   No  116150.43  Yes F 
High School   Professional 59.80  Private    10260.00  4   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
264990259 0   9/3/1942    57  1  14  18774.64   No  182712.40  Yes F 
Masters       Home Maker   68.02  Private    9080.00   1   Sports Car  
No  10842.00 2    No   4  3965.00  14  1  Rural
959909655 0   4/30/1953   46  0  11  50863.37   No  199437.80  Yes F 
High School   Clerical     17.39  Commercial 18920.00  11  Pickup      
No  0.00     0    No   1  0.00     8   0  Urban
341162899 0   5/2/1956    43  0  0   0.00       No  0.00       No  M 
High School   Student      14.14  Commercial 5790.00   6   Pickup      
Yes 0.00     0    No   0  0.00     1   0  Urban
624914462 0   5/30/1972   27  0  9   81474.04   No  0.00       No  F 
Bachelors     Blue Collar  39.10  Commercial 25720.00  10  Pickup      
No  6985.00  3    No   3  0.00     13  0  Urban
346258674 0   7/24/1968   31  1  0   0.00       No  0.00       Yes F 
High School   Student      45.71  Private    2480.00   1   Sports Car  
No  0.00     0    No   0  0.00     1   0  Urban
122549723 0   2/25/1946   53  0  15  106622.26  No  334527.83  Yes F 
Masters       Lawyer       31.34  Private    21750.00  10  Minivan     
No  0.00     0    No   4  0.00     17  0  Urban
547910569 0   3/31/1941   58  4  16  46214.22   No  241259.28  Yes M 
High School   Clerical     34.38  Private    18860.00  11  Van         
Yes 0.00     0    No   0  0.00     12  0  Urban
547417844 0   2/2/1951    48  0  12  13022.70   No  154121.61  Yes F 
< High School Clerical     36.88  Private    9550.00   1   Sports Car  
No  7000.00  1    No   1  5261.00  8   1  Urban
499001916 0   3/25/1952   47  0  10  71975.57   No  207191.11  No  M 
Bachelors     Blue Collar  20.59  Commercial 34790.00  4   Panel Truck 
Yes 0.00     0    No   3  0.00     11  0  Urban
346637435 0   8/12/1960   39  0  8   28923.87   No  140957.26  Yes M 
< High School Clerical     25.93  Commercial 28000.00  7   Panel Truck 
Yes 0.00     0    No   1  4685.00  6   1  Urban
573965811 0   6/7/1957    42  3  15  74548.64   Yes 0.00       No  M 
Masters       Blue Collar  62.36  Commercial 6530.00   4   Pickup      
Yes 0.00     0    No   0  0.00     7   0  Rural
356077226 0   11/21/1955  43  0  11  75232.23   No  0.00       No  M 
Bachelors     Manager      43.57  Private    15800.00  10  Minivan     
Yes 0.00     0    No   5  0.00     7   0  Urban
24617929  0   12/29/1960  38  0  14  57935.63   No  203583.48  Yes M 
Bachelors     Professional 32.44  Private    15740.00  4   Minivan     
Yes 0.00     0    No   0  0.00     11  0  Urban
922562855 0   10/10/1949  50  0  12  47991.45   No  214996.24  No  F 
Bachelors     Blue Collar  52.55  Commercial 11300.00  6   SUV         
No  2159.00  1    No   0  4696.00  9   1  Urban
420261410 0   7/14/1957   42  0  10  41293.26   No  0.00       No  F 
High School   Clerical     47.61  Private    5700.00   10  SUV         
No  0.00     0    No   0  2355.00  8   1  Urban
326120152 0   11/8/1958   41  0  6   9536.12    No  0.00       No  M 
< High School Blue Collar  30.26  Private    6550.00   4   Pickup      
No  0.00     0    No   0  3065.00  1   1  Urban
63720055  0   9/9/1953    46  0  8   102091.57  No  0.00       No  M 
Masters       Lawyer       25.28  Private    1500.00   9   Minivan     
Yes 2619.00  2    No   2  0.00     8   0  Urban
359736972 0   4/18/1942   57  0  8   81766.52   No  308350.04  Yes F 
High School   Blue Collar  30.47  Commercial 15570.00  4   SUV         
No  4734.00  2    No   7  3007.00  7   1  Urban
257138944 0   5/30/1974   25  1  9   71206.84   No  202437.22  Yes M 
Bachelors     Professional 18.70  Commercial 23910.00  7   Panel Truck 
Yes 548.00   2    No   7  4539.00  12  1  Urban
736860175 0   4/13/1964   35  2  13  55262.02   No  170646.27  Yes F 
Bachelors     Blue Collar  20.23  Commercial 10530.00  7   SUV         
No  6444.00  3    No   0  0.00     7   0  Urban
278169212 0   12/30/1943  55  0  13  9619.42    No  126014.90  Yes F 
PhD           Doctor       19.97  Private    7960.00   1   SUV         
No  0.00     0    No   2  0.00     15  0  Urban
691925852 0   7/3/1948    51  0  6   101319.71  No  297694.13  Yes F 
Bachelors     Blue Collar  19.68  Commercial 16730.00  4   SUV         
No  0.00     0    No   0  0.00     10  0  Urban
5752214   1   6/16/1956   43  1  11  71724.43   Yes 0.00       No  F 
High School   Blue Collar  35.59  Commercial 29900.00  6   Pickup      
No  0.00     0    No   2  0.00     1   0  Rural
302738462 0   7/13/1953   46  0  7   60551.47   No  0.00       No  F 
Bachelors     Professional 35.71  Commercial 25850.00  1   Pickup      
No  1294.00  1    No   0  2078.00  10  1  Urban
552882821 0   3/31/1963   36  0  9   51353.13   No  0.00       No  F 
High School   Blue Collar  66.22  Commercial 6710.00   1   Sports Car  
No  3863.00  1    No   3  0.00     9   0  Rural
329348554 0   11/6/1939   60  0  12  45038.21   No  242566.11  No  F 
Bachelors     Professional 43.07  Private    17980.00  3   Minivan     
No  0.00     0    No   1  6004.00  16  1  Urban
743964218 0   8/3/1966    33  1  11  9981.11    No  126081.83  Yes F 
< High School Clerical     18.36  Private    2500.00   17  SUV         
No  0.00     0    No   1  0.00     6   0  Urban
903187204 0   8/3/1958    41  0  5   58139.13   No  195096.90  Yes F 
High School   Blue Collar  26.97  Commercial 29680.00  1   SUV         
No  0.00     0    No   3  0.00     8   0  Rural
380373654 0   5/15/1947   52  0  8   21726.93   No  175391.59  Yes M 
< High School Clerical     63.87  Commercial 17270.00  1   Van         
No  0.00     0    No   0  0.00     6   0  Rural
243766006 0   5/20/1950   49  0  14  47795.65   No  201302.08  Yes M 
High School   Blue Collar  37.41  Commercial 15620.00  7   Minivan     
Yes 5150.00  2    No   1  0.00     1   0  Urban
796282922 0   4/22/1943   56  0  14  66604.66   No  246139.74  Yes M 
PhD           Doctor       39.47  Private    11620.00  4   Pickup      
No  0.00     0    No   0  0.00     17  0  Urban
475630863 0   12/1/1961   37  2  13  31721.90   Yes 127110.16  No  M 
High School   Home Maker   35.01  Private    12660.00  6   Minivan     
Yes 0.00     0    No   0  0.00     6   0  Urban
699416315 0   2/22/1936   63  2  13  63694.72   Yes 0.00       No  F 
Masters       Manager      30.32  Private    14170.00  3   Sports Car  
No  2629.00  1    No   0  2895.00  12  1  Urban
989408905 0   12/16/1965  33  0  11  91549.47   No  269268.14  Yes M 
Masters       Lawyer       50.71  Private    13950.00  3   Minivan     
Yes 0.00     0    No   0  0.00     13  0  Urban
977521421 0   6/17/1955   44  3  12  69619.92   No  239561.28  Yes M 
Masters       Manager      37.41  Commercial 22830.00  9   Panel Truck 
Yes 0.00     0    No   0  0.00     15  0  Urban
453734391 0   6/9/1948    51  0  11  64292.12   No  202366.06  Yes M 
Bachelors     Blue Collar  30.58  Commercial 13030.00  1   Minivan     
Yes 0.00     0    No   4  0.00     11  0  Rural
551233343 0   1/31/1945   54  0  13  24397.02   No  143227.21  Yes M 
High School   Clerical     35.11  Private    15240.00  9   Minivan     
No  0.00     0    No   0  0.00     1   0  Urban
982078476 0   9/26/1949   50  0  0   0.00       No  91409.08   No  F 
High School   Student      37.46  Private    6820.00   4   SUV         
No  0.00     0    No   2  0.00     11  0  Rural
797163987 0   7/26/1966   33  1  12  120665.16  No  353724.00  Yes F 
Bachelors     Manager      34.93  Private    5820.00   1   Pickup      
No  0.00     0    No   3  0.00     4   0  Urban
459294600 0   1/7/1950    49  0  14  76778.09   No  209439.66  Yes F 
Bachelors     Home Maker   62.22  Private    14080.00  6   Sports Car  
No  13397.00 1    Yes  1  6006.00  5   1  Urban
989168282 0   2/17/1959   40  0  9   49181.64   No  186066.06  Yes M 
Bachelors     Blue Collar  27.66  Commercial 18770.00  10  Van         
No  0.00     0    No   0  0.00     13  0  Urban
619566934 0   11/6/1950   49  0  11  68711.30   No  232438.27  Yes F 
Masters       Manager      29.21  Private    21780.00  1   Minivan     
No  0.00     0    Yes  0  0.00     10  0  Urban
955376851 0   5/20/1958   41  0  12  23326.52   No  147098.81  No  F 
Bachelors     Home Maker   25.00  Private    7890.00   1   SUV         
No  0.00     0    No   0  0.00     11  0  Urban
62742723  1   5/5/1941    58  1  14  87643.70   No  290987.55  Yes F 
Bachelors     Manager      36.68  Private    16060.00  4   SUV         
No  0.00     0    No   1  0.00     9   0  Urban
301985160 0   6/18/1942   57  2  15  148442.64  Yes 0.00       No  F 
Masters       Lawyer       40.12  Private    18500.00  6   Sports Car  
No  7014.00  2    No   4  3159.00  11  1  Urban
735124438 0   8/14/1953   46  0  18  57869.80   No  264516.17  Yes F 
High School   Blue Collar  58.80  Commercial 17500.00  4   Minivan     
No  0.00     0    No   0  0.00     7   0  Urban
345992784 0   8/20/1959   40  1  0   0.00       Yes 100488.92  No  F 
< High School Home Maker   11.52  Private    7130.00   4   SUV         
No  8288.00  2    No   2  0.00     1   0  Urban
407837479 0   9/13/1949   50  0  12  29296.03   No  173232.53  Yes F 
< High School Blue Collar  33.87  Private    9430.00   6   SUV         
No  0.00     0    No   5  0.00     1   0  Urban
946030696 0   3/20/1968   31  1  13  82761.84   No  267537.00  Yes F 
Bachelors     Manager      34.84  Private    12880.00  1   Minivan     
No  0.00     0    No   0  3674.00  4   1  Urban
983844230 0   12/23/1948  50  0  14  41987.53   No  161159.53  Yes F 
Bachelors     Blue Collar  30.19  Commercial 10700.00  6   SUV         
No  0.00     0    No   0  0.00     13  0  Urban
971526886 0   11/18/1962  36  0  11  87658.78   No  217975.81  Yes M 
Masters       Manager      13.35  Commercial 26180.00  1   Panel Truck 
No  0.00     0    No   0  0.00     17  0  Urban
231434550 0   9/10/1956   43  0  6   24410.61   No  127797.52  No  F 
< High School Clerical     12.27  Private    8240.00   16  SUV         
No  44891.00 1    Yes  2  0.00     6   0  Urban
156312663 0   10/23/1968  31  4  15  20554.56   No  128047.94  Yes F 
High School   Clerical     25.92  Private    7760.00   9   SUV         
No  3327.00  2    No   5  13351.89 11  1  Urban
122103441 0   2/6/1957    42  0  13  19835.46   No  141116.71  Yes F 
< High School Home Maker   43.36  Private    5700.00   12  SUV         
No  0.00     0    No   0  0.00     1   0  Rural
61087160  0   7/23/1954   45  2  13  39162.61   No  168058.01  Yes F 
High School   Blue Collar  58.66  Private    9920.00   4   SUV         
No  36025.00 3    No   7  0.00     4   0  Urban
760432134 0   1/30/1954   45  0  12  52244.50   No  270015.27  No  M 
High School   Blue Collar  39.16  Private    27610.00  6   Minivan     
Yes 0.00     0    No   0  0.00     10  0  Rural
909479253 0   3/24/1940   59  0  7   150956.03  No  386522.03  No  F 
PhD           Doctor       25.33  Private    9300.00   9   SUV         
No  7670.00  2    No   3  0.00     11  0  Urban
765685114 0   2/1/1948    51  0  8   42596.98   No  204431.77  Yes M 
Bachelors     Manager      35.08  Commercial 18830.00  12  Van         
No  5109.00  2    No   6  0.00     9   0  Urban
738458916 0   12/24/1961  37  0  12  93093.76   No  0.00       No  M 
High School   Professional 21.97  Private    14710.00  6   Minivan     
No  0.00     0    No   0  0.00     8   0  Urban
376021969 0   4/20/1964   35  0  13  40457.38   No  0.00       No  F 
High School   Blue Collar  55.39  Commercial 9050.00   13  SUV         
No  974.00   3    No   7  6074.00  6   1  Urban
458463350 0   7/23/1945   54  0  0   0.00       No  98560.94   Yes F 
Bachelors     Home Maker   29.22  Private    17700.00  1   SUV         
No  0.00     0    No   0  2421.00  12  1  Urban
761519731 0   5/1/1956    43  2  9   63644.38   Yes 174540.85  No  F 
Bachelors     Manager      24.13  Private    19410.00  3   Sports Car  
No  4123.00  1    No   6  0.00     11  0  Urban
556992457 0   1/1/1968    31  1  12  32381.47   Yes 0.00       No  F 
High School   Blue Collar  25.13  Commercial 16980.00  1   Sports Car  
No  4185.00  3    No   1  1941.00  1   1  Urban
625091544 0   10/14/1938  61  0  0   0.00       No  137023.05  Yes F 
Bachelors     Home Maker   53.53  Private    15490.00  1   Sports Car  
No  0.00     0    No   2  0.00     11  0  Urban
471915181 1   7/8/1943    56  3  18  14757.02   No  149528.17  Yes F 
< High School Clerical     43.63  Private    11750.00  4   Sports Car  
No  0.00     0    No   0  0.00     7   0  Urban
908411443 0   1/16/1949   50  0  10  101296.15  No  291426.28  Yes M 
Masters       Manager      6.57   Private    20820.00  3   Van         
No  0.00     0    No   1  0.00     10  0  Urban
497054064 0   9/6/1957    42  4  14  22224.52   Yes 103267.25  No  M 
< High School Clerical     31.23  Private    18780.00  11  SUV         
No  0.00     0    No   0  0.00     1   0  Rural
960646647 0   6/11/1948   51  0  0   0.00       No  0.00       No  F 
< High School Student      22.85  Private    6600.00   1   SUV         
No  27503.00 4    Yes  1  6836.26  1   1  Urban
373919199 3   11/28/1958  40  3  14  4885.03    No  0.00       Yes F 
Bachelors     Student      57.56  Commercial 5600.00   1   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
831157828 0   6/4/1970    29  0  7   11953.75   No  0.00       No  F 
< High School Clerical     15.80  Private    10190.00  1   SUV         
No  0.00     0    No   1  3090.00  8   1  Urban
204546735 0   2/16/1955   44  0  13  24849.44   No  0.00       No  F 
< High School Clerical     36.29  Private    12970.00  1   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
660320432 1   1/12/1956   43  1  11  73247.49   Yes 0.00       No  F 
Masters       Lawyer       11.72  Private    13170.00  4   Sports Car  
No  3338.00  1    No   6  0.00     16  0  Urban
411033051 0   3/21/1975   24  1  8   12871.12   Yes 0.00       No  M 
Bachelors     Clerical     53.07  Private    16500.00  13  Minivan     
Yes 0.00     0    No   0  5865.00  6   1  Urban
168833347 0   8/19/1970   29  1  13  30446.86   No  145719.69  Yes F 
High School   Clerical     24.11  Private    5640.00   7   Sports Car  
No  0.00     0    No   1  0.00     1   0  Rural
282847528 0   3/27/1959   40  2  10  31992.95   Yes 0.00       No  M 
< High School Blue Collar  41.79  Private    14070.00  10  Minivan     
No  1128.00  1    No   0  0.00     6   0  Urban
351569400 0   2/28/1950   49  0  12  105276.62  No  294480.00  Yes F 
Bachelors     Professional 30.04  Private    38000.00  10  Van         
No  0.00     0    No   0  47519.54 1   1  Rural
196544770 0   5/9/1940    59  0  14  71197.08   No  0.00       No  F 
High School   Blue Collar  37.01  Commercial 14520.00  15  Minivan     
No  0.00     0    No   0  3794.00  6   1  Urban
27436744  0   8/4/1947    52  0  12  97335.66   No  0.00       No  M 
Bachelors     Professional 21.60  Commercial 18660.00  4   Van         
Yes 0.00     0    No   0  0.00     10  0  Urban
684096160 0   3/3/1964    35  0  9   69591.65   No  0.00       No  F 
Masters       Lawyer       31.58  Private    11960.00  1   SUV         
No  0.00     0    No   1  4019.00  17  1  Urban
201327208 0   12/14/1938  60  0  12  37940.23   No  182738.85  Yes F 
High School   Blue Collar  15.67  Commercial 21280.00  1   Minivan     
No  0.00     0    No   0  0.00     1   0  Urban
259127860 0   11/30/1943  55  0  11  112422.98  No  286788.43  Yes M 
Bachelors     Blue Collar  30.28  Private    17210.00  4   Van         
Yes 0.00     0    No   0  0.00     1   0  Urban
141897395 0   7/1/1952    47  0  14  138689.36  No  406448.74  Yes M 
Masters       Lawyer       25.56  Private    20230.00  1   Van         
No  0.00     0    No   0  0.00     15  0  Urban
779624178 0   10/10/1947  52  0  10  101636.93  No  325192.60  Yes F 
Masters       Lawyer       26.35  Private    14220.00  1   Sports Car  
No  0.00     0    No   1  0.00     10  0  Urban
697633471 0   4/4/1968    31  2  12  17566.51   Yes 0.00       No  M 
< High School Clerical     14.42  Private    6360.00   10  Minivan     
No  0.00     0    No   0  2979.00  5   1  Urban
658140662 0   6/26/1949   50  0  13  58504.01   No  0.00       No  F 
Bachelors     Blue Collar  44.33  Commercial 20550.00  1   SUV         
No  2916.00  1    No   6  24407.84 11  1  Urban
417493849 0   4/28/1942   57  0  10  162165.33  No  437750.14  No  M 
PhD           Doctor       32.91  Private    13820.00  6   Minivan     
Yes 0.00     0    No   0  0.00     20  0  Urban
510127591 0   4/13/1963   36  0  12  32252.22   No  127658.80  Yes M 
High School   Blue Collar  33.10  Commercial 5620.00   4   Pickup      
No  10383.00 2    No   5  0.00     1   0  Urban
844879272 1   3/23/1959   40  2  14  26555.30   No  160140.08  Yes F 
< High School Clerical     47.46  Private    8160.00   17  Sports Car  
No  0.00     0    No   1  0.00     1   0  Urban
491700780 0   10/18/1943  56  0  9   68799.50   No  233046.59  Yes F 
Masters       Lawyer       38.44  Private    13980.00  4   SUV         
No  3631.00  1    No   0  0.00     14  0  Urban
370351885 0   5/2/1946    53  0  8   109230.06  No  301276.43  Yes M 
PhD           Doctor       31.52  Private    28570.00  1   Minivan     
No  0.00     0    No   0  0.00     6   0  Urban
741060357 0   11/12/1963  36  0  11  78379.33   No  240847.55  Yes M 
Bachelors     Blue Collar  30.93  Commercial 14080.00  1   Minivan     
Yes 7419.00  1    No   3  0.00     13  0  Urban
959594346 0   3/14/1957   42  0  12  109919.00  No  348657.73  Yes F 
Masters       Manager      22.92  Private    22520.00  9   Sports Car  
No  0.00     0    No   0  0.00     8   0  Urban
893823860 0   6/10/1944   55  0  15  121912.94  No  0.00       No  F 
Masters       Professional 38.17  Private    18080.00  11  SUV         
No  0.00     0    No   0  0.00     8   0  Urban
329068647 0   1/14/1948   51  0  8   52395.12   No  0.00       No  M 
Bachelors     Manager      74.16  Private    19740.00  6   Minivan     
Yes 4447.00  3    No   0  0.00     4   0  Urban
237008961 0   4/7/1978    21  1  12  359.56     Yes 0.00       No  M 
High School   Student      44.21  Commercial 3320.00   6   Minivan     
Yes 6117.00  3    No   1  0.00     8   0  Rural
922967381 0   8/10/1959   40  0  11  38956.93   No  140755.36  Yes F 
High School   Blue Collar  29.44  Commercial 12110.00  1   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
743756067 0   2/2/1942    57  2  16  6017.60    Yes 0.00       No  F 
< High School Home Maker   22.76  Private    9330.00   4   SUV         
No  0.00     0    No   1  4790.00  1   1  Urban
474302091 0   2/3/1945    54  0  13  20058.29   No  140496.68  Yes M 
< High School Clerical     15.09  Private    16390.00  6   Van         
Yes 0.00     0    No   0  0.00     7   0  Urban
129525439 0   6/28/1948   51  0  14  188840.75  No  455605.29  Yes F 
PhD           Doctor       42.83  Private    35600.00  6   Van         
No  0.00     0    No   3  0.00     9   0  Urban
289365421 0   4/11/1962   37  1  11  92633.40   No  268717.99  Yes M 
High School   Blue Collar  54.88  Commercial 33220.00  1   Panel Truck 
Yes 0.00     0    No   2  0.00     7   0  Rural
803733222 0   11/1/1945   54  0  10  107553.30  No  346995.05  No  M 
High School   Blue Collar  18.47  Commercial 29070.00  21  Panel Truck 
No  0.00     0    No   2  0.00     1   0  Urban
547019584 1   7/13/1953   46  0  13  64029.98   No  191941.20  Yes M 
Masters       Lawyer       59.93  Private    24070.00  3   SUV         
No  30807.00 1    No   7  0.00     13  0  Urban
84930620  1   7/13/1955   44  2  15  90939.16   No  290793.11  Yes F 
Masters       Lawyer       20.92  Private    2740.00   4   Sports Car  
No  0.00     0    Yes  1  0.00     8   0  Urban
100737644 0   8/19/1961   38  0  10  95196.69   No  281124.27  Yes F 
Bachelors     Manager      45.79  Private    20730.00  9   SUV         
No  0.00     0    No   0  0.00     11  0  Urban
826845293 0   1/5/1966    33  2  11  33391.57   No  161863.60  Yes F 
High School   Clerical     56.54  Private    8140.00   4   Sports Car  
No  0.00     0    No   5  4057.00  10  1  Urban
537150897 0   6/18/1962   37  0  8   32496.59   No  117288.45  No  M 
High School   Professional 5.37   Private    22090.00  6   Minivan     
No  0.00     0    No   0  0.00     1   0  Urban
414688788 0   12/22/1951  47  0  11  14359.10   No  0.00       Yes M 
Bachelors     Student      30.77  Commercial 15490.00  6   Minivan     
No  0.00     0    No   6  0.00     11  0  Urban
374898992 0   10/25/1948  51  0  13  27449.60   No  115617.91  Yes M 
High School   Clerical     40.27  Commercial 10030.00  17  Pickup      
Yes 0.00     0    No   2  0.00     1   0  Rural
301787735 0   3/26/1949   50  0  12  23772.95   No  132315.75  No  F 
< High School Clerical     17.29  Private    8880.00   10  Pickup      
No  6552.00  3    No   5  0.00     1   0  Urban
132742099 0   11/28/1957  41  0  7   78866.45   No  0.00       No  M 
Bachelors     Blue Collar  22.37  Commercial 18270.00  6   Van         
Yes 6856.00  1    No   2  19013.40 6   1  Urban
865629860 0   1/28/1940   59  0  12  12359.26   No  122315.13  No  M 
High School   Clerical     23.85  Private    13640.00  1   Minivan     
No  0.00     0    No   1  0.00     1   0  Rural
928944973 0   7/17/1966   33  2  9   120322.48  Yes 0.00       No  M 
Bachelors     Manager      19.03  Commercial 16830.00  4   Van         
Yes 26318.00 1    No   0  0.00     12  0  Urban
608881316 0   4/19/1944   55  0  13  59543.35   No  210698.11  Yes F 
Bachelors     Professional 32.10  Private    12950.00  1   SUV         
No  677.00   2    No   4  0.00     5   0  Urban
460939265 0   8/21/1951   48  0  11  56813.71   No  230220.95  No  M 
High School   Clerical     55.20  Private    10930.00  7   Minivan     
Yes 0.00     0    No   0  5184.00  1   1  Urban
59670547  0   2/9/1941    58  0  12  30360.01   No  171624.73  No  F 
High School   Clerical     12.46  Private    12000.00  6   SUV         
No  6060.00  1    Yes  4  0.00     1   0  Urban
967655243 0   10/18/1953  46  0  0   0.00       No  114513.19  Yes F 
Bachelors     Home Maker   31.28  Private    22920.00  3   Minivan     
No  0.00     0    No   0  0.00     13  0  Rural
61765965  0   9/4/1959    40  0  10  52856.24   No  174800.45  No  F 
Masters       Lawyer       35.80  Private    10790.00  1   SUV         
No  0.00     0    No   0  0.00     13  0  Urban
675792166 0   6/16/1944   55  0  14  253058.43  No  545672.15  Yes F 
PhD           Manager      30.20  Private    26810.00  7   Sports Car  
No  0.00     0    No   0  0.00     14  0  Urban
169013078 0   1/1/1958    41  0  11  97613.56   No  273986.86  Yes F 
Masters       Lawyer       18.59  Private    31930.00  4   Sports Car  
No  0.00     0    No   1  0.00     21  0  Urban
621338967 0   10/11/1958  41  0  10  55713.93   No  190206.02  No  F 
High School   Blue Collar  74.55  Private    11690.00  10  SUV         
No  0.00     0    Yes  0  0.00     1   0  Rural
576374778 0   8/7/1938    61  0  13  103293.30  No  284549.90  Yes F 
PhD           Doctor       36.86  Private    42520.00  7   SUV         
No  0.00     0    No   0  0.00     14  0  Urban
358204102 0   3/31/1951   48  0  14  146632.27  No  373281.17  Yes F 
Masters       Manager      25.08  Private    24700.00  4   Minivan     
No  0.00     0    No   2  0.00     15  0  Urban
642771567 0   9/9/1961    38  0  13  15251.52   No  146061.54  Yes F 
< High School Clerical     31.32  Private    3030.00   1   Sports Car  
No  0.00     0    No   0  2091.00  1   1  Urban
822574090 0   6/26/1950   49  0  17  34126.92   No  181309.34  Yes F 
Bachelors     Manager      33.47  Private    4910.00   4   Sports Car  
No  7244.00  1    No   3  0.00     7   0  Urban
530290205 0   9/3/1946    53  0  9   96093.28   No  282736.60  Yes F 
Bachelors     Manager      24.92  Private    6800.00   1   SUV         
No  0.00     0    No   0  0.00     14  0  Urban
75735980  0   7/22/1952   47  0  0   0.00       No  0.00       No  M 
High School   Student      58.85  Commercial 6200.00   6   Pickup      
Yes 4754.00  2    No   8  108.74   1   1  Urban
589800015 0   3/7/1956    43  2  15  36613.88   No  141878.95  Yes F 
High School   Blue Collar  41.57  Commercial 25580.00  1   Pickup      
No  4078.00  2    No   0  680.00   1   1  Urban
976863366 0   12/23/1955  43  0  8   33402.62   No  177485.95  Yes F 
Bachelors     Home Maker   6.08   Private    8550.00   10  SUV         
No  0.00     0    No   0  0.00     7   0  Rural
494471934 0   7/16/1956   43  2  12  636.36     Yes 0.00       No  M 
< High School Student      34.35  Private    8450.00   1   Minivan     
No  2210.00  2    Yes  0  1222.00  5   1  Urban
244454444 0   8/7/1937    62  1  0   0.00       No  114514.63  Yes F 
High School   Home Maker   38.55  Private    11060.00  9   Sports Car  
No  0.00     0    No   1  6767.00  1   1  Urban
745465646 0   7/27/1949   50  0  14  100094.50  No  274673.28  Yes M 
Masters       Manager      15.16  Commercial 44110.00  6   Panel Truck 
No  21533.00 3    Yes  3  0.00     13  0  Urban
331190396 0   3/29/1963   36  0  10  52719.90   No  0.00       No  M 
High School   Clerical     41.00  Commercial 9460.00   4   Pickup      
Yes 0.00     0    No   0  0.00     1   0  Rural
54333597  0   8/13/1934   65  0  15  5012.66    No  107286.80  Yes F 
High School   Student      32.11  Commercial 8670.00   1   Sports Car  
No  5900.00  1    No   8  2415.00  8   1  Urban
668800586 3   9/11/1956   43  3  6   35313.43   No  135863.47  Yes F 
High School   Blue Collar  5.34   Private    7940.00   4   SUV         
No  0.00     0    No   2  0.00     6   0  Urban
35771994  0   1/30/1949   50  0  0   0.00       No  0.00       Yes M 
< High School Student      57.09  Commercial 7350.00   4   Pickup      
No  17009.00 3    Yes  4  698.00   1   1  Urban
112106611 1   8/22/1956   43  2  10  112450.43  Yes 337742.65  No  M 
Masters       Lawyer       11.81  Private    17290.00  1   Van         
No  0.00     0    No   3  3674.00  18  1  Urban
392516352 0   6/25/1972   27  0  13  98135.80   No  247368.54  Yes F 
Masters       Professional 32.31  Private    16440.00  11  Minivan     
No  0.00     0    No   0  0.00     13  0  Urban
423712104 0   8/1/1951    48  0  14  113886.19  No  0.00       No  M 
PhD           Doctor       16.27  Private    29730.00  7   Minivan     
No  7196.00  3    No   0  0.00     15  0  Urban
681388843 0   7/31/1945   54  0  11  191330.42  No  0.00       No  M 
PhD           Lawyer       33.53  Private    3430.00   13  Minivan     
Yes 0.00     0    No   0  0.00     16  0  Urban
333376964 0   11/11/1954  45  3  8   107202.08  No  268710.18  Yes M 
Masters       Manager      25.46  Private    22410.00  1   Minivan     
No  32164.00 2    Yes  3  0.00     0   0  Urban
224630256 0   2/26/1943   56  0  9   140205.21  No  378490.49  No  F 
Masters       Manager      22.27  Private    15520.00  1   Sports Car  
No  0.00     0    No   4  0.00     15  0  Urban
440161891 0   1/2/1956    43  2  13  55273.98   No  220590.06  Yes F 
Bachelors     Blue Collar  24.09  Commercial 17740.00  3   SUV         
No  4500.00  2    No   8  8609.00  9   1  Urban
438145979 0   7/27/1967   32  2  0   0.00       No  0.00       Yes M 
High School   Student      28.56  Commercial 11990.00  1   Minivan     
No  6867.00  3    No   3  5200.00  10  1  Urban
823508688 0   6/21/1949   50  0  13  74365.84   No  264374.62  Yes F 
Bachelors     Professional 34.69  Private    13940.00  4   SUV         
No  4563.00  2    No   1  0.00     11  0  Urban
697285724 0   7/18/1938   61  0  13  28350.08   No  173790.13  Yes F 
Bachelors     Professional 23.00  Private    21180.00  9   Sports Car  
No  9637.00  2    Yes  2  2118.00  18  1  Urban
102262070 0   9/12/1953   46  0  11  146882.46  No  0.00       No  M 
PhD           Manager      33.86  Commercial 21830.00  3   Van         
Yes 8170.00  2    No   3  0.00     10  0  Urban
192299372 0   10/29/1936  63  0  10  33313.75   No  0.00       No  F 
Bachelors     Professional 42.91  Private    24210.00  6   SUV         
No  3165.00  1    No   3  0.00     8   0  Urban
254189245 1   2/10/1962   37  2  12  15739.02   No  138776.04  Yes F 
High School   Home Maker   23.30  Private    9230.00   1   Sports Car  
No  0.00     0    No   3  4772.00  6   1  Urban
877277908 0   6/10/1944   55  0  13  149854.40  No  0.00       No  M 
PhD           Manager      22.86  Private    10250.00  6   Minivan     
No  0.00     0    No   0  0.00     13  0  Urban
40878256  0   2/23/1942   57  2  13  94166.57   Yes 0.00       No  M 
PhD           Doctor       23.08  Private    21900.00  10  Van         
Yes 0.00     0    No   0  0.00     20  0  Urban
273257834 0   11/30/1952  46  0  15  91685.46   No  287159.24  Yes F 
Bachelors     Blue Collar  38.38  Commercial 15270.00  1   SUV         
No  0.00     0    No   0  0.00     5   0  Urban
487616897 0   6/26/1947   52  0  10  26115.80   No  0.00       No  F 
High School   Home Maker   50.73  Private    16850.00  1   SUV         
No  0.00     0    No   1  0.00     7   0  Rural
811513388 0   3/13/1963   36  0  0   0.00       No  0.00       Yes M 
High School   Student      51.83  Commercial 13350.00  17  Minivan     
Yes 0.00     0    Yes  0  0.00     7   0  Rural
459939116 0   2/27/1948   51  0  10  31860.05   No  0.00       No  M 
High School   Blue Collar  31.51  Commercial 9540.00   10  Pickup      
No  0.00     0    No   3  4452.00  1   1  Urban
174940894 0   11/10/1942  57  0  11  4203.65    No  0.00       Yes M 
High School   Student      32.01  Commercial 22950.00  4   Panel Truck 
Yes 0.00     0    No   0  0.00     1   0  Urban
142360940 0   4/21/1941   58  0  13  84607.54   No  250392.37  No  F 
Masters       Professional 24.80  Private    26880.00  4   Minivan     
No  0.00     0    No   0  0.00     15  0  Urban
237008961 0   4/7/1978    21  1  12  359.56     Yes 0.00       No  M 
High School   Student      64.70  Commercial 5250.00   10  Pickup      
Yes 36775.00 2    No   0  0.00     8   0  Rural
415120460 0   10/20/1946  53  0  0   0.00       No  0.00       No  F 
Masters       Home Maker   28.26  Private    16530.00  7   SUV         
No  0.00     0    No   0  0.00     14  0  Rural
666517830 0   9/2/1954    45  0  11  186027.33  No  455274.79  No  M 
PhD           Doctor       56.93  Private    20100.00  6   Van         
Yes 2104.00  3    No   2  3278.00  10  1  Urban
101302659 0   12/30/1932  66  0  12  83826.94   No  275724.59  Yes F 
Bachelors     Blue Collar  10.42  Commercial 43590.00  1   Minivan     
No  0.00     0    No   1  0.00     8   0  Urban
163145873 0   6/18/1964   35  1  0   0.00       No  60714.49   Yes F 
< High School Home Maker   58.17  Private    13820.00  4   Sports Car  
No  4896.00  1    No   1  1399.00  7   1  Urban
978376735 0   1/26/1940   59  0  15  68525.64   No  219285.14  Yes M 
Masters       Professional 34.67  Commercial 30390.00  6   Panel Truck 
No  5714.00  3    No   2  4995.00  12  1  Urban
845009116 0   7/2/1946    53  0  12  16535.78   No  133203.66  Yes F 
Bachelors     Home Maker   24.21  Private    17700.00  10  SUV         
No  0.00     0    No   2  0.00     6   0  Urban
555201745 0   3/29/1964   35  2  11  116035.76  Yes 299266.26  No  F 
Bachelors     Manager      35.65  Commercial 28470.00  4   Pickup      
No  6049.00  3    No   2  0.00     12  0  Urban
551324330 0   12/2/1946   52  0  8   63345.79   No  252296.05  Yes M 
High School   Blue Collar  31.12  Commercial 24780.00  3   Panel Truck 
Yes 0.00     0    No   2  0.00     8   0  Urban
156574116 0   7/5/1953    46  0  13  41943.69   No  100318.31  No  M 
High School   Clerical     46.79  Commercial 18340.00  9   Van         
No  6018.00  3    No   3  0.00     10  0  Urban
309336404 0   12/18/1960  38  2  0   0.00       No  0.00       Yes F 
< High School Student      47.61  Private    10090.00  4   Sports Car  
No  6753.00  1    No   6  5336.00  6   1  Urban
462444610 0   8/16/1959   40  0  11  90832.29   No  0.00       No  F 
Masters       Lawyer       19.86  Private    14580.00  1   Pickup      
No  3842.00  1    No   2  0.00     1   0  Urban
890142877 1   12/22/1956  42  2  13  45060.10   No  184246.31  Yes M 
Bachelors     Manager      31.58  Private    9490.00   6   Minivan     
Yes 0.00     0    No   0  0.00     12  0  Urban
314541945 0   4/21/1962   37  0  9   26815.94   No  0.00       No  M 
PhD           Lawyer       11.08  Private    15090.00  1   Minivan     
Yes 30605.00 4    Yes  4  0.00     9   0  Urban
283273689 0   5/7/1953    46  0  12  128083.18  No  342165.60  Yes F 
Bachelors     Blue Collar  41.06  Commercial 6100.00   6   SUV         
No  8151.00  2    No   4  0.00     10  0  Urban
174233797 0   12/1/1948   50  0  12  21476.57   No  97768.03   Yes F 
< High School Blue Collar  40.85  Private    25640.00  6   Minivan     
No  33825.00 3    Yes  0  0.00     1   0  Urban
853903798 0   12/2/1954   44  0  9   61957.96   No  168221.89  Yes M 
High School   Blue Collar  55.74  Commercial 27120.00  1   Panel Truck 
Yes 642.00   2    No   0  3334.00  10  1  Urban
521446300 0   7/27/1942   57  0  16  39907.32   No  214055.04  Yes F 
< High School Blue Collar  20.71  Private    11190.00  1   SUV         
No  0.00     0    No   2  0.00     8   0  Urban
978850186 0   5/28/1951   48  0  13  311.83     No  90070.71   Yes F 
< High School Home Maker   30.25  Commercial 14770.00  6   Pickup      
No  0.00     0    No   0  5544.00  1   1  Urban
57026600  1   9/18/1951   48  1  11  75740.89   Yes 225299.77  No  F 
Masters       Lawyer       44.09  Private    15190.00  13  SUV         
No  0.00     0    No   3  5704.00  19  1  Urban
177140651 0   10/16/1964  35  0  10  366.79     No  0.00       Yes M 
< High School Student      25.36  Private    7360.00   6   Pickup      
No  0.00     0    No   0  0.00     1   0  Urban
952004858 0   1/3/1951    48  0  15  67875.98   No  242137.73  Yes F 
High School   Blue Collar  31.41  Commercial 6410.00   1   SUV         
No  8268.00  3    No   3  2550.00  1   1  Urban
384332699 1   12/27/1953  45  2  15  64916.24   No  232063.97  Yes F 
Bachelors     Blue Collar  57.35  Commercial 21270.00  1   Pickup      
No  958.00   1    No   2  0.00     12  0  Urban
322057140 0   8/27/1965   34  0  12  43820.99   No  205034.89  Yes M 
< High School Blue Collar  27.44  Private    9280.00   6   Minivan     
No  0.00     0    No   0  0.00     5   0  Rural
79969831  0   7/10/1944   55  0  15  81426.80   No  0.00       No  F 
Masters       Lawyer       6.55   Private    25160.00  3   Minivan     
No  30500.00 2    Yes  3  0.00     17  0  Urban
69484968  2   7/27/1962   37  2  13  27964.38   Yes 125832.24  No  F 
< High School Clerical     18.99  Private    9980.00   1   Minivan     
No  6321.00  3    No   2  6932.00  8   1  Urban
493825994 3   9/11/1954   45  4  17  19421.10   No  0.00       Yes M 
High School   Student      30.04  Commercial 6000.00   3   Pickup      
No  0.00     0    No   0  0.00     13  0  Rural
524204662 0   9/5/1945    54  0  13  66333.74   No  0.00       No  F 
High School   Blue Collar  43.12  Commercial 13530.00  7   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
750731752 0   2/7/1948    51  0  16  17398.40   No  165640.54  Yes M 
Bachelors     Professional 6.72   Private    17010.00  13  Van         
No  0.00     0    No   4  0.00     14  0  Urban
936809990 0   11/10/1959  40  0  14  42420.29   No  192941.95  Yes F 
< High School Clerical     19.99  Commercial 25200.00  6   Pickup      
No  0.00     0    No   0  0.00     6   0  Urban
455134311 0   11/28/1960  38  3  13  33219.14   No  149414.55  Yes M 
Masters       Lawyer       45.38  Private    15150.00  6   Minivan     
Yes 0.00     0    No   0  0.00     17  0  Urban
592856852 0   7/20/1946   53  0  14  97958.17   No  242605.81  Yes F 
PhD           Doctor       34.69  Private    30730.00  10  Minivan     
No  0.00     0    No   1  0.00     11  0  Urban
347083568 1   6/23/1963   36  2  0   0.00       Yes 0.00       No  F 
High School   Home Maker   39.35  Private    8270.00   6   SUV         
No  4765.00  2    No   6  2998.00  8   1  Urban
287386122 3   1/3/1956    43  3  0   0.00       No  0.00       Yes M 
High School   Student      27.83  Private    5700.00   1   Pickup      
No  0.00     0    No   3  5126.00  1   1  Urban
224980687 0   6/10/1958   41  2  14  51549.85   Yes 162773.59  No  M 
Bachelors     Professional 30.67  Private    11930.00  6   Pickup      
Yes 44702.00 2    No   3  0.00     5   0  Urban
157369970 0   8/5/1952    47  0  10  78941.70   No  238237.15  Yes F 
Bachelors     Blue Collar  52.57  Private    5900.00   1   Sports Car  
No  20847.00 2    Yes  0  0.00     6   0  Urban
649479121 0   1/16/1961   38  2  0   0.00       No  66811.52   Yes F 
High School   Home Maker   17.28  Private    13490.00  6   SUV         
No  0.00     0    No   1  2829.00  8   1  Urban
159942906 0   12/15/1951  47  0  14  71660.22   No  222417.44  Yes F 
Masters       Manager      21.90  Private    6200.00   6   SUV         
No  1391.00  3    No   0  0.00     18  0  Urban
643640971 0   3/18/1948   51  0  11  31497.85   No  145207.37  Yes F 
High School   Clerical     40.94  Private    20550.00  3   Sports Car  
No  0.00     0    No   3  0.00     5   0  Rural
159800187 3   1/26/1961   38  3  11  85099.62   No  256407.45  Yes F 
Masters       Blue Collar  33.73  Private    13810.00  1   Minivan     
No  0.00     0    Yes  1  0.00     18  0  Urban
656685653 0   11/18/1951  48  0  11  40244.86   No  0.00       No  F 
< High School Blue Collar  19.58  Private    19060.00  11  SUV         
No  32687.00 1    No   3  0.00     7   0  Urban
659945192 0   11/21/1954  44  2  9   26455.33   Yes 185130.45  No  M 
< High School Clerical     38.59  Private    8040.00   10  Minivan     
No  0.00     0    No   0  0.00     7   0  Urban
498721695 0   9/26/1969   30  3  11  22009.55   No  136187.22  Yes F 
< High School Clerical     18.29  Private    10890.00  10  SUV         
No  0.00     0    No   4  0.00     1   0  Rural
869159171 0   10/3/1938   61  0  17  25525.18   No  158141.69  Yes M 
Bachelors     Blue Collar  16.25  Commercial 11060.00  1   SUV         
No  30023.00 3    Yes  5  1298.87  6   1  Urban
239997288 0   5/30/1966   33  0  0   0.00       No  0.00       No  M 
< High School Student      49.05  Commercial 25280.00  3   Panel Truck 
No  0.00     0    No   0  6409.00  11  1  Urban
341146533 0   7/18/1957   42  3  12  53904.39   No  206207.22  Yes F 
Bachelors     Professional 41.20  Private    19760.00  4   Sports Car  
No  0.00     0    No   0  0.00     10  0  Rural
244270992 3   6/11/1937   62  3  19  85080.89   Yes 0.00       No  F 
Masters       Lawyer       18.71  Private    26420.00  17  Sports Car  
No  9810.00  4    No   7  6783.00  18  1  Urban
12685449  0   4/1/1960    39  0  10  74718.80   No  0.00       No  M 
Bachelors     Professional 44.72  Private    25760.00  10  Minivan     
No  4094.00  1    No   2  4704.00  12  1  Urban
970111737 0   6/4/1966    33  4  16  24396.23   No  87591.15   Yes M 
< High School Student      48.94  Commercial 9310.00   1   Pickup      
Yes 0.00     0    No   4  0.00     9   0  Urban
865577521 0   7/4/1964    35  0  6   77555.72   No  0.00       No  M 
Bachelors     Blue Collar  17.94  Commercial 26810.00  14  Panel Truck 
No  1249.00  2    No   0  1530.00  7   1  Urban
73743247  0   9/18/1950   49  0  12  61789.82   No  206446.02  No  F 
Bachelors     Manager      51.03  Private    12580.00  4   SUV         
No  0.00     0    No   0  943.00   15  1  Urban
125087914 3   2/15/1960   39  3  11  76791.14   No  215433.23  Yes F 
Masters       Professional 23.61  Private    33050.00  13  SUV         
No  10265.00 1    No   2  6992.98  20  1  Urban
359653902 0   4/13/1948   51  0  11  103445.25  No  299787.47  Yes M 
Bachelors     Manager      10.47  Commercial 33570.00  6   Panel Truck 
Yes 0.00     0    No   2  0.00     14  0  Urban
873032758 0   6/21/1960   39  0  6   81041.66   No  247599.91  Yes M 
Bachelors     Professional 38.59  Commercial 21430.00  4   Van         
Yes 7114.00  1    No   4  2646.00  9   1  Urban
91873101  0   2/26/1945   54  0  12  52721.89   No  0.00       No  M 
High School   Professional 55.39  Private    2280.00   17  Minivan     
Yes 0.00     0    No   1  0.00     1   0  Urban
454328757 0   7/26/1942   57  0  12  62202.65   No  0.00       No  M 
High School   Blue Collar  5.00   Commercial 7720.00   4   Pickup      
No  7326.00  1    No   4  2194.00  9   1  Urban
22219151  0   11/19/1953  45  0  12  33647.92   No  180460.58  Yes F 
Bachelors     Professional 44.95  Private    6720.00   6   Sports Car  
No  0.00     0    Yes  2  6005.00  9   1  Urban
253485374 0   7/3/1959    40  0  0   0.00       No  89042.44   Yes F 
High School   Home Maker   25.26  Private    5500.00   4   Sports Car  
No  25344.00 2    No   7  0.00     1   0  Urban
943405957 0   4/5/1948    51  0  15  51734.41   No  233528.51  Yes M 
Bachelors     Professional 44.57  Private    11770.00  4   Pickup      
Yes 0.00     0    No   0  0.00     14  0  Urban
391155976 0   7/18/1964   35  0  13  126045.98  No  282938.29  Yes M 
Bachelors     Professional 24.41  Private    37420.00  1   Minivan     
Yes 5949.00  4    No   6  0.00     8   0  Urban
760131444 0   9/25/1957   42  3  10  996.88     No  0.00       Yes M 
< High School Student      43.15  Private    12840.00  6   Minivan     
No  0.00     0    No   0  0.00     1   0  Urban
400922105 0   11/24/1953  45  0  10  32278.93   No  163420.48  Yes F 
Bachelors     Professional 46.46  Private    6000.00   6   SUV         
No  0.00     0    No   0  5108.00  1   1  Urban
897182732 0   7/1/1952    47  1  12  44451.79   No  221536.43  Yes F 
High School   Blue Collar  50.85  Commercial 13110.00  10  SUV         
No  0.00     0    No   0  2895.66  6   1  Urban
215770981 0   10/28/1946  53  0  11  108232.90  No  290194.65  Yes F 
High School   Blue Collar  32.27  Commercial 1670.00   1   Sports Car  
No  0.00     0    No   2  0.00     7   0  Urban
501487983 0   4/28/1963   36  0  11  10568.24   No  0.00       No  F 
< High School Clerical     21.76  Private    5170.00   1   SUV         
No  0.00     0    No   0  0.00     3   0  Urban
163534580 0   6/26/1937   62  0  17  64106.46   No  242832.78  Yes F 
PhD           Doctor       29.80  Private    14450.00  11  Sports Car  
No  0.00     0    No   0  0.00     9   0  Urban
170332960 0   7/31/1967   32  2  0   0.00       Yes 0.00       No  F 
High School   Home Maker   28.09  Private    15300.00  1   Minivan     
No  0.00     0    No   0  0.00     8   0  Urban
765985821 0   8/12/1965   34  2  11  49097.65   No  182986.48  Yes M 
High School   Professional 29.06  Private    10740.00  6   Pickup      
Yes 5265.00  2    No   2  0.00     11  0  Rural
609570914 0   7/25/1942   57  0  12  600.77     No  109015.84  No  M 
< High School Student      21.20  Private    7260.00   1   Pickup      
Yes 0.00     0    No   1  0.00     6   0  Urban
336019495 0   3/3/1947    52  0  14  62804.03   No  225809.83  Yes M 
Bachelors     Blue Collar  25.62  Commercial 15510.00  6   Minivan     
Yes 0.00     0    No   1  0.00     13  0  Rural
139466754 0   1/3/1959    40  0  11  44803.41   No  0.00       No  F 
Masters       Lawyer       41.62  Private    24320.00  3   SUV         
No  3285.00  4    No   0  0.00     1   0  Urban
35177175  0   5/11/1949   50  0  7   18356.94   No  133242.78  Yes F 
PhD           Doctor       25.37  Private    22670.00  1   Minivan     
No  0.00     0    No   0  0.00     12  0  Urban
462540536 0   5/3/1952    47  0  7   44811.63   No  0.00       No  F 
High School   Blue Collar  27.37  Commercial 6200.00   1   SUV         
No  43405.00 2    Yes  0  7204.00  5   1  Urban
88707431  0   8/22/1951   48  0  11  48182.42   No  167922.54  Yes M 
Bachelors     Professional 34.83  Commercial 24980.00  13  Panel Truck 
Yes 0.00     0    No   0  0.00     7   0  Urban
443560829 0   9/9/1940    59  0  7   150443.62  No  372496.29  No  M 
Masters       Lawyer       63.68  Private    22440.00  1   Minivan     
No  0.00     0    Yes  0  0.00     17  0  Urban
725791047 0   3/11/1955   44  0  0   0.00       No  0.00       No  M 
Bachelors     Student      66.33  Commercial 1500.00   3   Minivan     
Yes 4042.00  3    No   9  0.00     11  0  Urban
228437432 2   8/10/1957   42  2  12  108916.27  No  331946.49  Yes F 
Masters       Lawyer       12.98  Private    5700.00   6   SUV         
No  27861.00 2    No   5  0.00     19  0  Urban
376021969 0   4/21/1963   36  0  13  48494.01   No  232930.01  No  F 
Masters       Professional 67.28  Private    9950.00   11  Sports Car  
No  5951.00  2    No   1  0.00     16  0  Urban
705814454 0   8/28/1951   48  0  8   118987.42  No  296135.38  Yes F 
PhD           Home Maker   54.58  Private    21280.00  6   Minivan     
No  0.00     0    No   3  0.00     18  0  Rural
967051111 0   9/15/1953   46  0  7   26667.15   No  144725.69  No  F 
High School   Clerical     36.17  Commercial 27020.00  6   Van         
No  0.00     0    No   0  0.00     11  0  Rural
102318953 0   2/15/1972   27  3  13  35850.61   No  147018.31  Yes F 
High School   Blue Collar  47.00  Commercial 4200.00   1   Sports Car  
No  0.00     0    No   4  4102.00  1   1  Urban
855103921 0   6/22/1967   32  4  0   0.00       No  70052.98   Yes F 
< High School Home Maker   16.37  Private    24100.00  1   Sports Car  
No  4980.00  2    No   3  0.00     1   0  Urban
613496561 0   11/29/1943  55  0  15  67569.25   No  226686.14  Yes M 
Bachelors     Professional 41.09  Private    13760.00  1   Minivan     
Yes 0.00     0    No   0  0.00     13  0  Rural
498745397 0   1/14/1963   36  0  7   76836.58   No  250652.74  No  F 
Bachelors     Blue Collar  67.31  Commercial 13000.00  1   Sports Car  
No  0.00     0    No   2  0.00     1   0  Rural
181009972 0   4/5/1964    35  1  8   84793.72   Yes 0.00       No  F 
High School   Professional 18.57  Commercial 26860.00  1   Pickup      
No  4575.00  3    No   7  3590.00  1   1  Urban
749630218 0   2/27/1965   34  1  12  42192.04   No  152847.64  Yes M 
High School   Blue Collar  34.80  Commercial 25820.00  11  Panel Truck 
Yes 0.00     0    No   0  0.00     1   0  Rural
637370013 1   9/25/1959   40  1  14  76633.53   No  241975.26  Yes M 
High School   Blue Collar  31.54  Commercial 6040.00   8   Pickup      
Yes 0.00     0    No   0  0.00     1   0  Rural
423931148 0   4/5/1944    55  0  11  5744.26    No  0.00       No  M 
High School   Student      5.00   Private    12330.00  6   Minivan     
Yes 0.00     0    No   3  0.00     7   0  Urban
87950036  0   10/15/1942  57  0  12  129401.51  No  365110.95  Yes F 
PhD           Manager      8.54   Commercial 23950.00  6   Pickup      
No  12714.00 2    Yes  0  0.00     9   0  Urban
20506772  0   8/9/1955    44  2  13  19506.83   No  165870.10  Yes M 
< High School Clerical     25.12  Private    19080.00  14  Van         
No  7458.00  1    No   0  0.00     1   0  Urban
379126545 0   5/21/1951   48  0  10  3813.00    No  89707.66   No  F 
Bachelors     Home Maker   15.86  Private    20310.00  4   SUV         
No  28280.00 2    Yes  0  0.00     9   0  Urban
905237668 1   12/4/1960   38  2  15  10677.51   No  143198.51  Yes M 
< High School Clerical     32.04  Private    6370.00   22  Pickup      
No  0.00     0    No   1  0.00     7   0  Urban
456623904 0   10/31/1948  51  0  14  65710.88   No  0.00       No  M 
Bachelors     Manager      10.48  Commercial 28350.00  4   Panel Truck 
No  9591.00  2    No   5  0.00     2   0  Urban
928192801 0   6/11/1950   49  0  11  96145.08   No  0.00       No  F 
PhD           Doctor       33.65  Private    17530.00  1   Pickup      
No  0.00     0    Yes  3  0.00     9   0  Urban
264240413 0   11/5/1958   41  1  13  45684.96   Yes 0.00       No  M 
Bachelors     Clerical     6.98   Private    8830.00   3   Minivan     
No  2516.00  2    No   4  0.00     9   0  Urban
449849353 0   11/30/1951  47  0  13  195138.57  No  472185.12  Yes F 
PhD           Doctor       11.07  Private    29180.00  13  Pickup      
No  0.00     0    No   0  0.00     15  0  Urban
75501953  0   9/10/1949   50  0  11  16665.76   No  184535.84  Yes F 
< High School Clerical     17.53  Private    8170.00   6   SUV         
No  7411.00  2    No   6  0.00     1   0  Urban
944292474 0   12/18/1956  42  0  8   43919.69   No  114114.97  Yes F 
< High School Blue Collar  35.69  Private    1500.00   3   SUV         
No  0.00     0    No   0  0.00     5   0  Rural
615835825 0   9/10/1953   46  0  10  24525.63   No  183982.26  No  M 
< High School Blue Collar  46.48  Private    11190.00  6   Pickup      
No  0.00     0    No   2  0.00     1   0  Rural
159215837 0   10/26/1969  30  1  0   0.00       Yes 76283.07   No  F 
Bachelors     Home Maker   34.51  Private    4500.00   6   Sports Car  
No  35477.00 4    Yes  1  3706.00  1   1  Urban
72838899  0   8/24/1960   39  1  12  24608.85   Yes 95504.88   No  F 
< High School Blue Collar  68.08  Private    7860.00   4   Sports Car  
No  8455.00  3    No   4  7799.65  6   1  Urban
237445872 0   3/12/1971   28  1  5   87052.10   No  215053.01  Yes F 
Bachelors     Professional 54.03  Private    13200.00  3   SUV         
No  0.00     0    No   1  0.00     8   0  Urban
644038537 0   3/3/1948    51  0  8   80479.08   No  0.00       No  M 
Bachelors     Blue Collar  31.17  Commercial 14650.00  13  Minivan     
Yes 575.00   2    No   4  7961.00  14  1  Urban
856972645 0   5/8/1956    43  3  15  14814.64   No  118794.76  Yes F 
High School   Home Maker   59.82  Private    5800.00   4   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
945912532 0   12/24/1947  51  0  13  37040.43   No  0.00       No  F 
< High School Clerical     24.99  Private    10010.00  6   Minivan     
No  0.00     0    No   0  0.00     1   0  Rural
8201951   0   7/31/1952   47  0  9   62215.91   No  242563.66  Yes M 
High School   Professional 41.96  Commercial 24480.00  3   Panel Truck 
No  3884.00  2    No   3  9105.00  1   1  Urban
563458110 0   9/21/1961   38  0  11  93840.39   No  233716.48  Yes F 
Masters       Lawyer       30.67  Private    14010.00  10  SUV         
No  0.00     0    No   0  0.00     6   0  Rural
523925240 0   7/30/1947   52  0  13  86755.57   No  224768.26  Yes F 
Masters       Lawyer       50.51  Private    11560.00  1   Minivan     
No  0.00     0    No   1  0.00     9   0  Urban
143403170 0   8/9/1959    40  0  11  119244.04  No  349833.03  No  F 
Bachelors     Blue Collar  23.19  Commercial 14400.00  11  Minivan     
No  0.00     0    No   0  0.00     1   0  Rural
605031175 0   10/4/1967   32  4  14  81771.72   Yes 0.00       No  F 
Bachelors     Blue Collar  37.88  Commercial 19460.00  6   SUV         
No  0.00     0    Yes  6  12338.38 13  1  Urban
481089051 0   11/3/1939   60  0  10  105599.56  No  305449.02  No  F 
PhD           Doctor       37.37  Private    26440.00  1   SUV         
No  0.00     0    Yes  0  0.00     11  0  Urban
218585066 0   9/2/1974    25  3  15  75384.94   No  254054.67  Yes M 
Bachelors     Blue Collar  19.07  Commercial 17750.00  1   Van         
Yes 4640.00  3    No   4  4577.00  8   1  Urban
824308257 0   5/15/1951   48  0  13  16922.82   No  115975.83  Yes F 
< High School Home Maker   37.84  Private    17760.00  11  Minivan     
No  12373.00 2    Yes  4  0.00     5   0  Urban
661723256 0   7/23/1954   45  0  0   0.00       No  0.00       No  F 
Bachelors     Student      50.13  Commercial 25550.00  3   Minivan     
No  0.00     0    No   1  0.00     10  0  Urban
360068553 0   7/23/1968   31  4  0   0.00       Yes 0.00       No  F 
Bachelors     Student      14.04  Commercial 4600.00   11  Sports Car  
No  8136.00  1    No   6  1668.00  14  1  Urban
250655555 0   9/28/1957   42  0  14  44970.45   No  224154.82  Yes M 
High School   Blue Collar  34.65  Commercial 6100.00   1   Pickup      
Yes 0.00     0    No   0  0.00     1   0  Urban
457149825 0   10/4/1951   48  0  10  90044.15   No  0.00       No  F 
Bachelors     Blue Collar  78.81  Commercial 17310.00  3   SUV         
No  2317.00  1    No   0  6595.00  16  1  Urban
475131294 0   3/20/1946   53  0  13  30896.97   No  0.00       No  F 
High School   Manager      30.63  Private    16970.00  10  SUV         
No  0.00     0    No   0  0.00     1   0  Urban
618184542 0   2/20/1951   48  0  10  91244.75   No  278928.24  Yes F 
< High School Blue Collar  9.61   Private    15420.00  8   SUV         
No  3136.00  2    No   8  0.00     1   0  Urban
360548947 0   12/18/1939  59  0  11  25833.49   No  0.00       No  M 
Bachelors     Professional 12.61  Private    9980.00   1   Minivan     
Yes 0.00     0    No   0  0.00     11  0  Rural
956524459 0   9/26/1965   34  2  9   33538.08   Yes 0.00       No  M 
< High School Blue Collar  29.17  Private    8250.00   4   Minivan     
Yes 38845.00 2    Yes  2  5810.00  1   1  Urban
777389414 0   8/13/1959   40  0  12  101794.29  No  256716.26  Yes F 
Masters       Lawyer       20.84  Private    22090.00  1   Minivan     
No  0.00     0    No   0  0.00     11  0  Urban
861210729 0   1/22/1961   38  0  4   127783.11  No  314272.90  Yes M 
PhD           Lawyer       25.73  Private    14280.00  4   Minivan     
No  0.00     0    No   4  0.00     10  0  Urban
407472341 0   3/31/1962   37  3  10  34052.20   Yes 124093.74  No  M 
< High School Clerical     81.84  Private    14000.00  14  Minivan     
Yes 0.00     0    No   0  0.00     1   0  Rural
261183678 0   3/12/1937   62  0  15  66738.61   No  0.00       No  M 
High School   Blue Collar  36.29  Commercial 34990.00  3   Minivan     
Yes 4736.00  2    No   3  0.00     1   0  Urban
530069868 0   8/10/1954   45  2  0   0.00       No  61060.70   Yes F 
Bachelors     Home Maker   5.00   Commercial 35630.00  4   Panel Truck 
Yes 0.00     0    No   0  0.00     10  0  Urban
478894666 0   6/8/1963    36  1  12  28988.97   Yes 191191.51  No  M 
High School   Clerical     28.13  Private    21520.00  6   Van         
No  5971.00  1    No   6  0.00     10  0  Urban
117630250 3   5/31/1954   45  3  17  28538.37   No  140923.69  Yes F 
< High School Clerical     15.19  Private    16920.00  3   SUV         
No  22262.00 2    Yes  7  1444.00  5   1  Urban
546336138 0   10/7/1972   27  1  13  29978.84   No  139981.12  Yes M 
High School   Clerical     19.83  Commercial 7200.00   6   Pickup      
No  0.00     0    No   4  0.00     7   0  Rural
683071326 0   10/8/1952   47  0  9   62132.88   No  222690.74  Yes M 
High School   Professional 34.76  Commercial 25310.00  17  Panel Truck 
No  0.00     0    No   2  5453.00  1   1  Urban
197255933 0   7/19/1953   46  0  10  45626.16   No  183556.66  Yes F 
High School   Blue Collar  30.11  Private    14550.00  4   SUV         
No  4758.00  2    No   0  3613.00  1   1  Urban
968751232 0   2/2/1939    60  3  14  75522.59   No  269975.73  Yes F 
Bachelors     Manager      9.74   Commercial 22140.00  10  Pickup      
No  0.00     0    No   0  0.00     6   0  Urban
519603309 0   8/8/1952    47  0  16  33716.60   No  145021.06  Yes M 
High School   Clerical     44.63  Commercial 4870.00   13  Pickup      
Yes 0.00     0    Yes  0  2128.73  1   1  Urban
151495494 0   9/15/1965   34  0  11  7805.53    No  0.00       Yes M 
High School   Student      32.90  Commercial 10840.00  4   Pickup      
Yes 5804.00  3    No   4  0.00     1   0  Urban
926900130 0   8/12/1966   33  1  9   21124.29   Yes 0.00       No  M 
Bachelors     Student      29.52  Private    5000.00   1   Pickup      
Yes 0.00     0    No   0  0.00     10  0  Urban
287264722 0   9/26/1949   50  0  0   0.00       No  0.00       No  F 
High School   Student      47.21  Private    6520.00   1   SUV         
No  0.00     0    Yes  2  0.00     1   0  Rural
805276249 0   3/26/1979   20  0  8   4209.25    No  80789.56   No  F 
High School   Clerical     23.08  Private    10570.00  1   SUV         
No  0.00     0    No   4  4400.00  9   1  Urban
14332275  0   12/21/1956  42  0  9   124521.33  No  336516.41  No  M 
PhD           Doctor       20.89  Private    18150.00  4   Minivan     
Yes 0.00     0    No   4  0.00     15  0  Urban
873746806 0   2/22/1973   26  2  11  21442.92   No  116421.48  Yes M 
< High School Clerical     18.60  Commercial 24280.00  6   Panel Truck 
No  42208.00 1    Yes  5  45985.41 1   1  Rural
554490000 0   5/21/1942   57  0  8   66618.13   No  0.00       No  M 
Masters       Lawyer       26.54  Private    18100.00  1   SUV         
Yes 0.00     0    No   1  0.00     17  0  Urban
931221104 0   9/16/1965   34  0  0   0.00       No  0.00       No  F 
High School   Home Maker   58.59  Private    26550.00  1   Pickup      
No  33961.00 1    Yes  7  0.00     1   0  Rural
594819618 0   1/17/1960   39  1  13  97869.82   No  308323.98  Yes F 
Masters       Manager      38.05  Private    19670.00  3   Minivan     
No  0.00     0    No   4  0.00     13  0  Urban
883074798 2   8/4/1956    43  2  12  62638.27   Yes 0.00       No  F 
Bachelors     Professional 36.01  Commercial 23140.00  6   Pickup      
No  7148.00  2    No   4  4665.00  11  1  Urban
848971280 0   10/4/1968   31  2  11  93703.43   No  257485.94  Yes F 
High School   Blue Collar  5.46   Commercial 29620.00  1   Pickup      
No  0.00     0    No   0  0.00     1   0  Rural
572435823 0   6/5/1956    43  0  14  104257.65  No  269355.86  Yes M 
Bachelors     Manager      18.72  Private    12500.00  1   Minivan     
Yes 0.00     0    No   1  0.00     15  0  Urban
267262774 0   3/13/1934   65  0  17  52074.44   No  220576.11  Yes F 
Masters       Manager      28.10  Private    10010.00  1   Sports Car  
No  0.00     0    No   0  0.00     22  0  Urban
298800248 0   2/27/1962   37  0  11  47554.22   No  150128.08  No  F 
High School   Blue Collar  18.06  Private    18230.00  4   SUV         
No  0.00     0    No   0  0.00     8   0  Rural
699659067 0   5/14/1949   50  0  10  60394.52   No  194332.11  Yes M 
High School   Blue Collar  41.40  Commercial 32720.00  13  Panel Truck 
Yes 4896.00  1    No   2  0.00     5   0  Urban
823508688 0   6/21/1949   50  0  13  74365.84   No  264374.62  Yes F 
Bachelors     Professional 34.69  Private    25950.00  6   Minivan     
No  0.00     0    No   0  0.00     11  0  Urban
477927525 0   1/16/1964   35  2  7   25273.39   No  131583.64  Yes F 
High School   Clerical     19.13  Private    6740.00   4   Sports Car  
No  0.00     0    No   0  0.00     1   0  Rural
538136251 0   11/27/1955  43  0  12  46914.65   No  0.00       No  M 
High School   Clerical     52.42  Private    11310.00  1   Pickup      
No  0.00     0    Yes  1  535.28   1   1  Urban
316703824 0   12/25/1954  44  0  13  40824.81   No  193318.52  Yes F 
High School   Clerical     23.27  Private    25570.00  9   SUV         
No  1019.00  2    No   0  0.00     1   0  Urban
57270211  0   8/1/1942    57  0  9   26222.43   No  165896.48  Yes M 
< High School Clerical     73.34  Private    6800.00   5   Pickup      
Yes 0.00     0    No   0  0.00     1   0  Urban
866014907 0   3/24/1949   50  0  14  38665.77   No  136024.80  Yes M 
High School   Professional 70.16  Private    26030.00  4   Minivan     
No  0.00     0    No   3  0.00     5   0  Urban
565148583 0   7/27/1953   46  0  13  57322.60   No  0.00       No  F 
Bachelors     Professional 17.13  Private    11830.00  1   SUV         
No  5970.00  3    No   0  0.00     6   0  Urban
637531672 0   12/1/1958   40  0  13  54474.96   No  158491.36  Yes M 
Bachelors     Clerical     36.84  Private    18170.00  12  Van         
Yes 0.00     0    No   0  0.00     11  0  Rural
659742958 0   10/5/1960   39  0  8   30119.34   No  157162.10  No  F 
< High School Blue Collar  11.76  Private    8410.00   7   SUV         
No  35909.00 1    Yes  0  0.00     5   0  Urban
989631917 0   12/21/1954  44  0  0   0.00       No  0.00       Yes M 
< High School Student      73.79  Private    15580.00  4   Minivan     
Yes 0.00     0    No   2  0.00     6   0  Rural
728976743 0   5/11/1955   44  2  0   0.00       Yes 0.00       No  F 
PhD           Doctor       39.46  Private    23570.00  1   Minivan     
No  1380.00  3    No   3  3666.00  17  1  Urban
325809077 1   3/4/1963    36  2  11  132952.53  No  318006.71  Yes F 
Masters       Manager      41.63  Private    23840.00  10  Minivan     
No  6808.00  2    No   4  0.00     23  0  Urban
155240688 0   1/7/1953    46  0  9   177831.88  No  471669.51  No  M 
PhD           Doctor       54.17  Private    25240.00  3   Minivan     
Yes 949.00   2    No   2  3845.00  14  1  Urban
911091980 0   6/18/1943   56  0  7   1336.31    No  108929.34  No  M 
Masters       Manager      27.87  Private    17350.00  1   Van         
Yes 0.00     0    No   0  0.00     12  0  Urban
801260359 0   11/25/1951  47  0  12  40874.81   No  179475.55  Yes M 
Masters       Professional 63.65  Private    21800.00  1   Van         
Yes 3397.00  3    No   4  0.00     15  0  Urban
656567622 1   12/29/1955  43  1  13  78287.63   No  316436.17  Yes M 
High School   Professional 31.24  Private    15380.00  5   Minivan     
Yes 0.00     0    No   1  4475.00  8   1  Urban
443254130 0   4/16/1949   50  0  10  216924.34  No  0.00       No  F 
PhD           Lawyer       5.87   Private    6500.00   6   SUV         
No  27369.00 2    Yes  5  7981.00  12  1  Urban
992927524 2   4/28/1962   37  3  0   0.00       No  0.00       Yes F 
High School   Student      37.54  Commercial 1500.00   6   SUV         
No  17372.00 3    Yes  4  0.00     6   0  Rural
956452578 0   10/27/1963  36  2  12  115701.42  Yes 0.00       No  M 
Bachelors     Manager      36.88  Private    17070.00  1   Minivan     
Yes 6297.00  2    No   0  0.00     1   0  Urban
578571131 0   9/17/1961   38  0  9   30822.01   No  125424.35  No  M 
High School   Clerical     33.48  Commercial 20060.00  1   Van         
No  0.00     0    No   1  0.00     4   0  Urban
548740457 0   7/31/1951   48  0  0   0.00       No  0.00       Yes M 
High School   Student      48.25  Commercial 1500.00   4   Minivan     
Yes 25494.00 3    Yes  6  2316.00  8   1  Urban
638742959 0   5/29/1949   50  0  12  180073.69  No  442648.52  Yes F 
PhD           Doctor       58.99  Private    35520.00  4   Sports Car  
No  4657.00  3    No   6  5160.00  1   1  Urban
531858441 0   11/4/1952   47  0  10  36228.67   No  148632.95  No  F 
High School   Clerical     48.20  Private    5120.00   6   SUV         
No  0.00     0    Yes  0  0.00     1   0  Rural
109837109 1   10/17/1962  37  2  14  75605.27   No  215859.41  Yes F 
Bachelors     Blue Collar  60.52  Commercial 14430.00  9   SUV         
No  0.00     0    No   1  0.00     13  0  Urban
146613590 2   10/9/1957   42  3  0   0.00       No  83970.12   Yes F 
Bachelors     Home Maker   5.00   Private    9240.00   4   Minivan     
No  0.00     0    Yes  0  0.00     13  0  Urban
304108310 0   3/13/1957   42  0  10  6599.63    No  0.00       No  F 
Bachelors     Home Maker   32.22  Private    4050.00   7   SUV         
No  0.00     0    No   0  0.00     10  0  Urban
118045457 0   1/7/1939    60  0  14  41047.52   No  0.00       No  M 
Bachelors     Manager      5.00   Private    8040.00   1   Minivan     
No  0.00     0    No   0  0.00     4   0  Urban
817582283 0   9/16/1952   47  0  6   124519.90  No  352158.41  Yes M 
Masters       Lawyer       21.03  Private    22050.00  10  Minivan     
Yes 0.00     0    No   3  0.00     9   0  Urban
462823578 0   1/23/1964   35  1  9   77179.02   Yes 0.00       No  M 
High School   Blue Collar  33.66  Commercial 12720.00  10  Minivan     
No  0.00     0    No   0  4966.00  4   1  Urban
649487880 0   11/30/1952  46  0  0   0.00       No  0.00       No  F 
< High School Home Maker   40.51  Private    6100.00   3   Sports Car  
No  0.00     0    No   3  0.00     1   0  Rural
406043790 1   2/16/1956   43  2  14  71140.97   Yes 217600.44  No  M 
Bachelors     Manager      35.61  Private    14010.00  13  Minivan     
Yes 716.00   3    No   3  0.00     1   0  Urban
743343664 0   6/9/1960    39  0  12  59934.92   No  173336.81  Yes F 
Bachelors     Blue Collar  34.72  Commercial 7490.00   15  SUV         
No  0.00     0    No   0  0.00     13  0  Urban
75005626  0   5/24/1958   41  0  9   18938.86   No  0.00       No  M 
< High School Blue Collar  50.15  Private    5600.00   6   Minivan     
No  5171.00  4    No   4  3896.00  1   1  Urban
464550883 0   7/25/1955   44  0  0   0.00       No  0.00       No  F 
PhD           Home Maker   25.99  Private    5900.00   7   SUV         
No  8822.00  2    No   0  0.00     15  0  Urban
199954438 0   7/31/1948   51  0  11  48580.23   No  0.00       No  F 
Bachelors     Professional 11.49  Private    21220.00  4   SUV         
No  0.00     0    No   3  0.00     4   0  Rural
895283750 0   2/20/1960   39  0  11  108310.71  No  332472.94  Yes M 
Bachelors     Manager      43.05  Private    24550.00  4   Minivan     
No  0.00     0    No   1  0.00     1   0  Urban
320360758 0   4/3/1975    24  0  12  12527.24   No  70593.89   Yes F 
Bachelors     Clerical     19.32  Private    13980.00  1   Minivan     
Yes 0.00     0    No   0  0.00     7   0  Urban
260444103 0   4/10/1965   34  1  12  16838.64   No  76152.19   Yes M 
< High School Clerical     36.67  Private    7340.00   4   Pickup      
Yes 0.00     0    No   1  0.00     1   0  Urban
702751566 0   12/24/1948  50  0  12  98172.13   No  0.00       No  F 
Masters       Lawyer       5.00   Private    16320.00  13  Minivan     
No  0.00     0    No   3  0.00     20  0  Rural
462775314 0   6/30/1964   35  2  7   66662.48   No  206691.92  Yes F 
High School   Blue Collar  73.01  Commercial 11670.00  6   SUV         
No  0.00     0    No   3  0.00     8   0  Rural
235241080 0   2/13/1960   39  2  15  79960.81   No  246845.54  Yes F 
Bachelors     Professional 41.28  Private    13400.00  4   SUV         
No  3207.00  4    No   3  0.00     7   0  Urban
896533861 1   11/5/1958   41  2  0   0.00       No  0.00       Yes M 
< High School Student      18.16  Private    1500.00   11  Minivan     
Yes 0.00     0    No   1  0.00     8   0  Rural
750564536 0   4/16/1957   42  1  12  98514.96   Yes 289186.93  No  F 
Masters       Lawyer       21.51  Private    15990.00  1   SUV         
No  4208.00  1    No   4  23910.12 17  1  Urban
528286303 0   2/2/1958    41  0  11  48021.85   No  0.00       No  F 
Masters       Home Maker   39.68  Private    11050.00  11  SUV         
No  0.00     0    No   0  0.00     18  0  Urban
281621321 1   5/26/1963   36  2  12  131089.86  Yes 360637.91  No  M 
Bachelors     Blue Collar  29.02  Commercial 32430.00  1   Panel Truck 
Yes 6514.00  4    No   9  60846.53 9   1  Urban
401364122 0   5/12/1960   39  0  7   23551.40   No  0.00       No  M 
High School   Clerical     39.39  Commercial 9200.00   10  Pickup      
Yes 6632.00  3    No   4  6799.00  1   1  Urban
930441156 0   3/16/1962   37  0  7   61790.49   No  0.00       No  M 
High School   Blue Collar  32.20  Commercial 13700.00  4   Minivan     
No  7373.00  3    Yes  2  0.00     7   0  Urban
417888490 0   8/29/1962   37  0  10  91612.94   No  286673.53  No  M 
Bachelors     Blue Collar  57.19  Commercial 14360.00  7   Minivan     
Yes 0.00     0    No   0  0.00     13  0  Rural
405757241 0   9/22/1948   51  0  11  48333.39   No  147633.99  No  F 
High School   Blue Collar  40.33  Commercial 11430.00  4   SUV         
No  0.00     0    No   1  0.00     1   0  Rural
732359471 0   1/31/1943   56  0  10  229723.97  No  0.00       No  F 
PhD           Manager      61.10  Commercial 42580.00  14  Panel Truck 
No  0.00     0    No   2  0.00     23  0  Urban
906159781 0   4/19/1939   60  0  15  63191.95   No  254621.14  Yes M 
PhD           Lawyer       11.82  Private    13820.00  6   Minivan     
Yes 7575.00  2    No   0  0.00     16  0  Urban
931739722 1   7/16/1953   46  0  13  83790.13   No  266851.54  Yes M 
Bachelors     Manager      52.64  Private    16450.00  6   SUV         
No  5105.00  3    No   3  3542.00  10  1  Urban
847136592 0   10/6/1966   33  1  10  34191.95   Yes 0.00       No  F 
High School   Blue Collar  21.61  Commercial 13670.00  1   SUV         
No  0.00     0    No   0  0.00     7   0  Rural
114586827 1   5/2/1940    59  1  17  55165.28   No  225948.42  Yes F 
Bachelors     Professional 34.24  Private    14050.00  1   SUV         
No  0.00     0    No   0  0.00     10  0  Rural
132564987 0   5/7/1943    56  0  14  22881.29   No  174662.80  Yes M 
High School   Blue Collar  18.84  Commercial 7100.00   1   Pickup      
Yes 995.00   3    No   3  675.78   1   1  Urban
937289055 0   12/13/1959  39  0  11  15430.03   No  134171.66  No  F 
< High School Clerical     19.85  Private    6940.00   9   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
472584024 1   11/23/1957  41  2  13  111013.74  Yes 298205.04  No  F 
Masters       Lawyer       34.59  Private    1500.00   6   SUV         
No  20972.00 2    Yes  6  1639.00  17  1  Urban
305245799 0   9/20/1951   48  0  13  54028.21   No  193941.19  Yes F 
Bachelors     Home Maker   46.29  Private    6450.00   1   SUV         
No  2755.00  2    No   0  754.52   7   1  Urban
623093701 0   4/16/1963   36  2  12  47060.19   No  175051.51  Yes F 
Bachelors     Clerical     32.38  Private    26170.00  10  Minivan     
No  0.00     0    No   0  0.00     6   0  Urban
567139121 0   12/22/1951  47  0  0   0.00       No  0.00       No  F 
< High School Student      25.63  Private    6200.00   6   Sports Car  
No  0.00     0    No   4  1550.00  1   1  Urban
844404167 0   12/27/1948  50  0  11  33575.48   No  175923.44  Yes M 
High School   Blue Collar  44.39  Commercial 12470.00  1   Minivan     
No  3707.00  1    Yes  0  6050.00  7   1  Urban
634030352 0   10/11/1956  43  0  13  48247.88   No  188049.03  Yes M 
Bachelors     Blue Collar  73.62  Commercial 10620.00  4   Pickup      
No  0.00     0    No   0  0.00     6   0  Rural
281126580 0   5/26/1940   59  0  14  43377.56   No  201956.81  Yes F 
< High School Blue Collar  31.07  Private    1500.00   6   SUV         
No  0.00     0    No   0  0.00     1   0  Urban
771506938 0   5/24/1946   53  0  13  40382.85   No  203659.07  No  M 
Masters       Lawyer       26.52  Private    10490.00  1   Pickup      
No  8424.00  1    No   5  2389.00  11  1  Urban
750731752 0   2/7/1948    51  0  16  17398.40   No  165640.54  Yes M 
Bachelors     Professional 28.24  Private    23720.00  7   Minivan     
No  0.00     0    No   0  0.00     14  0  Urban
718607159 0   5/19/1957   42  1  7   75626.25   Yes 246952.49  No  M 
Bachelors     Professional 34.59  Private    13260.00  6   Minivan     
Yes 5754.00  5    No   0  0.00     8   0  Urban
163178776 0   12/31/1974  24  1  7   51504.77   No  201604.24  Yes F 
Masters       Manager      5.00   Private    8210.00   10  SUV         
No  8401.00  1    No   0  0.00     16  0  Urban
835480391 0   3/23/1953   46  0  11  132292.38  No  386835.35  Yes F 
Bachelors     Manager      42.89  Private    31010.00  10  Pickup      
No  0.00     0    No   3  0.00     1   0  Urban
283162482 0   1/25/1934   65  0  9   61058.71   No  229923.67  Yes M 
Masters       Lawyer       32.26  Private    14110.00  4   SUV         
Yes 3628.00  2    No   3  0.00     18  0  Urban
34880842  0   6/24/1961   38  0  0   0.00       No  0.00       Yes F 
< High School Student      21.65  Private    17680.00  10  Minivan     
No  0.00     0    No   0  0.00     9   0  Urban
690735385 0   6/1/1950    49  0  14  45321.26   No  191422.57  Yes M 
Masters       Manager      32.71  Private    20120.00  1   Minivan     
No  5996.00  3    No   4  0.00     13  0  Urban
740795986 0   5/29/1956   43  0  11  94757.86   No  236020.19  No  M 
Masters       Professional 45.83  Private    15280.00  10  Minivan     
Yes 0.00     0    No   0  0.00     20  0  Rural
83485213  0   1/7/1949    50  0  15  25103.64   No  110907.08  Yes F 
< High School Blue Collar  21.29  Private    17340.00  17  Sports Car  
No  0.00     0    No   1  0.00     1   0  Urban
523944897 0   4/28/1952   47  0  8   59135.39   No  197231.14  No  F 
High School   Blue Collar  9.02   Commercial 6200.00   7   Sports Car  
No  0.00     0    No   0  0.00     10  0  Urban
900417448 0   7/5/1942    57  0  15  44108.45   No  0.00       No  F 
High School   Student      13.75  Private    18530.00  10  SUV         
No  2056.00  2    No   0  4904.00  1   1  Urban
400158258 0   12/1/1960   38  0  9   141365.20  No  365296.75  No  M 
Bachelors     Professional 42.98  Commercial 31140.00  6   Panel Truck 
Yes 10976.00 2    No   0  0.00     10  0  Urban
347728998 2   3/20/1958   41  4  8   6351.80    No  0.00       Yes M 
< High School Student      52.92  Private    12930.00  13  Minivan     
No  5513.00  2    No   0  0.00     1   0  Urban
402500824 0   9/16/1961   38  2  10  35311.16   No  179004.09  Yes M 
High School   Blue Collar  35.13  Commercial 19510.00  11  Van         
Yes 956.00   2    No   0  0.00     10  0  Urban
270381184 0   8/7/1950    49  0  7   109182.77  No  329559.78  Yes M 
Masters       Lawyer       67.16  Private    19590.00  10  Minivan     
Yes 0.00     0    No   2  0.00     9   0  Urban
166923425 0   10/29/1952  47  0  0   0.00       No  0.00       No  M 
< High School Student      24.86  Private    6200.00   9   Pickup      
No  25973.00 1    Yes  0  1305.00  5   1  Urban
89485818  1   10/3/1961   38  2  11  67347.00   No  240435.92  Yes F 
Bachelors     Blue Collar  79.26  Commercial 30180.00  10  SUV         
No  0.00     0    No   3  0.00     9   0  Rural
545891845 0   2/25/1938   61  0  14  76875.25   No  0.00       No  F 
Masters       Lawyer       38.71  Private    17740.00  10  Sports Car  
No  6587.00  3    No   8  4435.00  1   1  Urban
377886788 1   7/17/1954   45  2  10  108150.98  Yes 0.00       No  F 
Bachelors     Manager      49.85  Private    12320.00  11  Minivan     
No  4746.00  2    No   0  5812.00  1   1  Urban
264521133 0   12/29/1956  42  0  5   13372.88   No  0.00       Yes F 
Bachelors     Student      5.00   Commercial 29730.00  10  Pickup      
No  0.00     0    No   0  0.00     12  0  Urban
601458149 2   2/26/1954   45  3  7   65750.29   No  241790.69  Yes F 
Masters       Lawyer       5.00   Private    14980.00  9   SUV         
No  20038.00 2    Yes  4  0.00     10  0  Urban
765597052 0   3/6/1964    35  2  11  55636.58   Yes 0.00       No  F 
High School   Blue Collar  38.03  Commercial 22780.00  1   Sports Car  
No  0.00     0    No   0  744.00   1   1  Urban
614476228 0   6/17/1942   57  0  12  157190.76  No  404985.68  Yes F 
High School   Blue Collar  19.46  Commercial 22920.00  6   Minivan     
No  0.00     0    No   1  0.00     1   0  Urban
603486842 0   5/14/1951   48  0  16  203751.44  No  504143.96  Yes F 
PhD           Doctor       29.72  Private    26680.00  6   Minivan     
No  0.00     0    No   0  0.00     13  0  Urban
225287104 0   5/6/1948    51  0  12  67452.15   No  0.00       No  F 
High School   Blue Collar  57.66  Commercial 21600.00  3   Sports Car  
No  4075.00  3    No   4  5548.00  5   1  Urban
50401499  0   8/2/1952    47  0  14  80197.64   No  262211.56  No  M 
Bachelors     Blue Collar  31.26  Commercial 14220.00  1   Minivan     
Yes 0.00     0    No   0  0.00     9   0  Urban
172787086 0   2/10/1965   34  3  11  159559.28  No  387219.89  Yes M 
Masters       Manager      54.46  Private    42560.00  4   Minivan     
No  0.00     0    No   0  0.00     21  0  Urban
867949022 0   12/2/1964   34  1  7   45084.59   Yes 157612.13  No  F 
High School   Clerical     61.05  Private    28300.00  10  Minivan     
No  8990.00  5    No   1  0.00     9   0  Urban
117266472 0   3/31/1948   51  0  0   0.00       No  0.00       No  F 
High School   Home Maker   5.00   Private    16760.00  6   SUV         
No  0.00     0    No   1  1618.00  4   1  Urban
650499609 0   2/3/1961    38  0  0   0.00       No  0.00       Yes F 
Bachelors     Student      28.98  Commercial 5300.00   1   Sports Car  
No  8080.00  1    Yes  5  709.00   11  1  Urban
774160642 0   7/3/1945    54  0  8   217583.66  No  456526.01  Yes F 
PhD           Manager      28.75  Private    31180.00  11  Pickup      
No  0.00     0    No   2  0.00     12  0  Urban
147127907 0   10/17/1967  32  1  9   89285.67   Yes 0.00       No  F 
High School   Blue Collar  37.01  Commercial 4700.00   6   Sports Car  
No  0.00     0    Yes  1  4376.30  9   1  Urban
591054441 0   11/22/1950  48  0  0   0.00       No  0.00       Yes M 
High School   Student      29.88  Commercial 10940.00  1   Pickup      
Yes 0.00     0    No   0  1710.00  12  1  Rural
921144346 0   10/15/1939  60  3  17  6104.22    No  0.00       Yes F 
Bachelors     Student      31.39  Commercial 8540.00   1   SUV         
No  0.00     0    No   0  4566.00  7   1  Rural
62643113  0   9/3/1947    52  0  14  126864.56  No  346248.79  No  M 
Masters       Lawyer       16.49  Private    14440.00  1   Minivan     
Yes 30341.00 3    No   1  0.00     15  0  Urban
319953478 0   11/14/1959  40  0  10  29498.58   No  129020.98  No  F 
High School   Home Maker   23.37  Private    8450.00   14  SUV         
No  0.00     0    No   0  0.00     1   0  Urban
37308080  1   5/6/1955    44  3  15  55989.28   No  153738.18  Yes M 
High School   Clerical     46.37  Commercial 7100.00   3   Pickup      
Yes 0.00     0    No   0  0.00     3   0  Rural
601951429 0   2/4/1950    49  0  11  20116.22   No  145780.70  No  F 
Masters       Home Maker   53.71  Private    20900.00  1   Sports Car  
No  0.00     0    No   0  0.00     11  0  Rural
434532995 0   11/17/1967  32  1  15  69557.32   No  244290.80  Yes F 
High School   Blue Collar  46.51  Commercial 11660.00  1   SUV         
No  0.00     0    No   0  0.00     9   0  Rural
536885068 0   7/28/1953   46  0  7   82148.95   No  0.00       No  M 
Bachelors     Blue Collar  18.74  Commercial 19980.00  7   Van         
Yes 8054.00  2    No   0  8000.00  10  1  Urban
504537312 0   3/17/1949   50  0  12  58643.41   No  212459.04  Yes F 
Bachelors     Professional 32.75  Private    20680.00  15  Sports Car  
No  0.00     0    No   2  0.00     8   0  Urban
985708958 0   6/17/1967   32  0  13  62506.77   No  175141.65  No  F 
Bachelors     Blue Collar  47.78  Commercial 32090.00  3   Pickup      
No  42535.00 3    No   5  0.00     1   0  Urban
310111738 0   10/9/1949   50  0  10  22365.11   No  131413.42  Yes F 
High School   Clerical     16.80  Private    6500.00   11  SUV         
No  0.00     0    No   0  0.00     1   0  Rural
577158477 0   7/4/1960    39  0  10  70435.77   No  0.00       No  M 
Masters       Professional 52.19  Private    12480.00  1   Minivan     
No  0.00     0    No   0  0.00     14  0  Urban
695023156 0   1/26/1962   37  0  11  39777.05   No  123004.01  No  F 
< High School Blue Collar  5.00   Private    13670.00  4   SUV         
No  0.00     0    No   0  0.00     8   0  Rural
68774627  0   3/18/1963   36  3  0   0.00       No  111774.58  Yes F 
< High School Home Maker   17.11  Private    5100.00   6   Sports Car  
No  0.00     0    No   0  0.00     1   0  Urban
758550214 0   10/13/1946  53  0  13  35516.50   No  0.00       No  F 
High School   Clerical     21.20  Private    21770.00  7   Minivan     
No  1105.00  2    No   6  0.00     1   0  Urban
298154017 0   5/27/1949   50  0  14  31888.81   No  169899.31  Yes F 
< High School Clerical     23.91  Private    11050.00  6   SUV         
No  0.00     0    No   4  0.00     6   0  Rural
635477941 1   9/13/1962   37  1  10  65715.11   No  240441.29  Yes F 
High School   Blue Collar  32.23  Commercial 11770.00  4   SUV         
No  0.00     0    No   0  0.00     9   0  Urban
532074764 0   12/9/1960   38  1  10  91424.48   Yes 247423.23  No  F 
Bachelors     Professional 27.22  Private    14440.00  1   SUV         
No  0.00     0    Yes  1  0.00     8   0  Urban
701944184 0   11/3/1950   49  0  12  120693.69  No  342406.99  No  M 
Masters       Lawyer       37.87  Private    13800.00  3   Minivan     
No  0.00     0    No   0  0.00     19  0  Urban
731266350 0   8/16/1945   54  0  16  63195.32   No  211881.88  Yes F 
Bachelors     Blue Collar  28.65  Commercial 11440.00  7   SUV         
No  0.00     0    No   0  0.00     2   0  Urban
493243717 0   11/10/1950  49  0  8   39489.89   No  175057.49  No  F 
High School   Professional 61.29  Private    5450.00   1   SUV         
No  0.00     0    No   0  5871.00  1   1  Rural
634550076 0   1/1/1951    48  0  13  166906.57  No  450604.92  No  F 
Masters       Lawyer       24.15  Private    22990.00  1   Minivan     
No  0.00     0    No   2  0.00     7   0  Urban
177725355 0   3/3/1963    36  1  10  89508.70   No  265394.27  Yes M 
Bachelors     Professional 29.20  Private    30180.00  1   Minivan     
No  5288.00  3    No   6  0.00     12  0  Urban
537608002 0   3/20/1964   35  1  6   17972.38   No  109055.94  Yes M 
< High School Clerical     34.52  Private    14050.00  7   Minivan     
Yes 6890.00  3    No   4  1050.00  1   1  Urban
330080571 0   1/19/1949   50  0  7   50899.08   No  0.00       No  F 
High School   Blue Collar  55.46  Commercial 11590.00  10  SUV         
No  0.00     0    No   3  27521.50 1   1  Urban
411815926 0   7/31/1946   53  0  12  46978.92   No  212162.56  No  M 
High School   Blue Collar  23.89  Commercial 4580.00   10  Minivan     
Yes 5011.00  2    No   1  8446.00  9   1  Urban
503363297 0   6/2/1961    38  2  8   47365.76   Yes 0.00       No  F 
High School   Blue Collar  65.83  Commercial 6240.00   1   SUV         
No  0.00     0    No   1  1803.94  6   1  Urban
845706926 0   7/8/1959    40  0  11  24189.19   No  100892.33  Yes F 
< High School Clerical     14.07  Private    9510.00   6   Sports Car  
No  3961.00  2    No   0  0.00     6   0  Urban
48564234  0   3/6/1967    32  2  14  37319.84   No  157137.26  Yes M 
High School   Blue Collar  40.08  Commercial 7600.00   6   Minivan     
Yes 0.00     0    No   0  0.00     1   0  Urban
807784716 0   1/27/1963   36  3  11  101575.11  Yes 282820.93  No  M 
Bachelors     Professional 48.36  Private    5100.00   1   Minivan     
Yes 2862.00  3    No   1  0.00     11  0  Urban
594043138 0   9/30/1971   28  1  7   21970.46   Yes 0.00       No  M 
< High School Blue Collar  60.42  Private    7950.00   10  Pickup      
No  2004.00  3    No   3  9058.57  6   1  Urban
959771093 0   12/17/1952  46  0  7   38785.70   No  150823.78  No  M 
Bachelors     Blue Collar  9.20   Commercial 10580.00  9   Minivan     
Yes 0.00     0    No   2  0.00     7   0  Rural
500072966 0   2/9/1945    54  0  12  64422.66   No  216645.27  No  M 
PhD           Doctor       20.49  Private    17350.00  1   Van         
Yes 0.00     0    No   0  3591.00  16  1  Urban
321851610 0   6/15/1952   47  0  0   0.00       No  84486.13   No  F 
Bachelors     Home Maker   31.62  Private    8140.00   10  Sports Car  
No  41175.00 2    Yes  3  13720.43 1   1  Urban
138322127 0   12/22/1948  50  0  0   0.00       No  0.00       No  F 
< High School Home Maker   32.96  Private    9490.00   1   SUV         
No  0.00     0    No   0  0.00     5   0  Rural
713564750 0   1/9/1958    41  2  16  35635.82   No  150462.28  Yes F 
High School   Clerical     42.37  Private    15120.00  6   Sports Car  
No  5358.00  1    No   7  2219.00  1   1  Urban
686481815 0   10/28/1959  40  0  11  54416.61   No  192028.48  No  M 
High School   Blue Collar  56.52  Private    22180.00  1   Minivan     
Yes 0.00     0    No   2  0.00     7   0  Urban
349713149 0   8/29/1957   42  1  14  125243.20  No  360647.41  Yes F 
Bachelors     Blue Collar  52.10  Commercial 30390.00  6   Sports Car  
No  0.00     0    No   2  0.00     13  0  Rural
41022073  0   11/3/1949   50  0  14  78510.19   No  232988.41  Yes F 
< High School Clerical     63.53  Private    1500.00   6   Sports Car  
No  0.00     0    No   0  0.00     3   0  Urban
387113644 0   9/7/1953    46  0  12  28995.89   No  137890.97  No  F 
High School   Clerical     60.08  Private    9200.00   4   Minivan     
No  0.00     0    No   1  6639.00  9   1  Urban
201299865 0   9/16/1963   36  3  12  17662.57   Yes 134465.66  No  F 
High School   Home Maker   61.49  Private    20020.00  4   SUV         
No  0.00     0    No   0  0.00     6   0  Rural
492349145 0   4/30/1976   23  3  12  14307.01   No  119409.03  Yes M 
Bachelors     Clerical     48.73  Private    2930.00   3   Minivan     
No  0.00     0    No   4  4018.00  1   1  Urban
599426615 0   9/26/1947   52  0  7   33560.40   No  125085.76  Yes M 
High School   Clerical     26.22  Commercial 10060.00  6   Pickup      
Yes 24301.00 1    No   0  0.00     9   0  Urban
808978598 0   9/24/1967   32  1  9   42017.68   No  124856.49  Yes F 
Bachelors     Professional 11.58  Private    18600.00  8   SUV         
No  0.00     0    No   4  4746.00  8   1  Urban
109104767 0   7/26/1948   51  0  7   70194.73   No  269925.10  Yes M 
Bachelors     Manager      70.91  Private    18950.00  10  Van         
No  0.00     0    No   2  0.00     8   0  Urban
557398026 0   11/17/1954  45  0  0   0.00       No  70232.35   Yes F 
High School   Home Maker   38.48  Private    23460.00  7   Minivan     
No  0.00     0    No   2  0.00     1   0  Urban
407556242 1   2/16/1958   41  2  14  290845.78  No  682633.59  Yes F 
Masters       Manager      41.03  Commercial 43280.00  6   Panel Truck 
No  4422.00  2    No   0  2908.00  18  1  Urban
792082979 0   6/23/1956   43  2  9   159442.61  No  423784.26  Yes M 
Bachelors     Professional 20.09  Private    21740.00  3   Van         
Yes 4538.00  1    No   3  0.00     5   0  Urban
154793005 0   10/15/1945  54  0  13  72289.39   No  0.00       No  M 
< High School Blue Collar  44.06  Private    14130.00  7   Minivan     
Yes 39793.00 2    Yes  5  0.00     1   0  Urban
27227013  1   7/26/1963   36  2  11  43680.19   No  164454.76  Yes F 
High School   Blue Collar  17.35  Commercial 10220.00  1   SUV         
No  6121.00  2    No   0  3116.00  6   1  Urban
189442923 0   4/3/1949    50  0  12  4765.70    No  0.00       Yes M 
< High School Student      32.77  Private    6980.00   6   Minivan     
Yes 10506.00 1    No   0  0.00     4   0  Urban
333237097 0   7/8/1977    22  2  13  11047.21   Yes 0.00       No  F 
< High School Clerical     46.64  Private    18770.00  1   SUV         
No  6996.00  1    No   0  5238.00  8   1  Urban
930187847 0   5/9/1942    57  0  15  20635.21   No  123810.43  Yes F 
Bachelors     Home Maker   32.91  Private    21110.00  6   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
362586299 0   12/28/1964  34  1  10  14941.96   No  95763.94   Yes M 
< High School Clerical     12.38  Commercial 12030.00  4   Pickup      
Yes 9925.00  2    No   9  0.00     1   0  Urban
818714696 0   8/8/1955    44  0  13  89626.70   No  0.00       No  M 
Masters       Lawyer       14.34  Private    14860.00  6   Minivan     
Yes 0.00     0    No   0  0.00     17  0  Urban
838070021 0   10/20/1952  47  0  12  101498.38  No  0.00       No  M 
Masters       Professional 50.94  Commercial 11770.00  10  Pickup      
Yes 21063.00 1    Yes  6  0.00     12  0  Urban
737854258 0   3/5/1960    39  0  15  117244.48  No  326391.56  Yes F 
Masters       Lawyer       41.72  Private    17780.00  13  Sports Car  
No  0.00     0    No   2  0.00     14  0  Urban
258327281 0   12/2/1962   36  0  13  69222.85   No  211405.63  Yes M 
High School   Manager      19.10  Private    15340.00  10  Minivan     
No  0.00     0    No   2  0.00     11  0  Urban
1307371   0   8/9/1951    48  0  14  37853.74   No  158469.62  Yes F 
Masters       Lawyer       55.89  Private    17040.00  9   SUV         
No  1245.00  3    No   6  0.00     16  0  Urban
321753992 0   8/11/1964   35  0  11  88298.32   No  246894.99  No  F 
Bachelors     Manager      66.50  Private    24240.00  8   Pickup      
No  0.00     0    No   3  0.00     19  0  Urban
516129796 1   11/23/1959  39  1  12  39642.52   No  218194.59  Yes M 
Bachelors     Clerical     37.66  Private    22810.00  6   Minivan     
No  6656.00  2    No   0  4348.00  11  1  Urban
738856598 0   12/16/1953  45  1  13  66508.50   Yes 0.00       No  F 
Bachelors     Clerical     43.57  Private    20120.00  4   Minivan     
No  19698.00 3    No   5  0.00     16  0  Urban
752304401 0   7/4/1948    51  0  12  37611.14   No  153345.66  Yes F 
High School   Blue Collar  22.86  Private    1500.00   4   Sports Car  
No  0.00     0    No   0  0.00     6   0  Urban
232639741 0   1/24/1946   53  0  7   98678.47   No  268734.23  Yes F 
Bachelors     Blue Collar  25.27  Private    11650.00  1   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
20796030  0   12/1/1937   61  0  10  106108.00  No  0.00       No  M 
Masters       Manager      35.93  Private    25320.00  1   Pickup      
Yes 0.00     0    No   0  0.00     16  0  Urban
521516849 1   9/23/1954   45  1  12  67218.14   No  245505.05  Yes F 
Masters       Lawyer       23.94  Private    28290.00  4   Minivan     
No  2581.00  1    No   3  0.00     12  0  Urban
199869071 0   6/9/1952    47  0  11  28163.43   No  126124.81  No  F 
< High School Clerical     22.14  Private    4320.00   6   Sports Car  
No  17368.00 2    Yes  0  7481.00  5   1  Urban
41072045  0   1/31/1952   47  0  11  56255.86   No  209158.18  Yes M 
High School   Blue Collar  25.23  Commercial 11830.00  4   Minivan     
Yes 1381.00  2    No   1  0.00     1   0  Urban
305624210 0   9/27/1959   40  0  8   20753.12   No  165463.58  No  F 
High School   Clerical     64.87  Private    8570.00   1   Sports Car  
No  3068.00  3    No   4  8195.50  9   1  Urban
80263404  1   10/24/1955  44  2  14  8928.02    No  61306.00   Yes F 
High School   Home Maker   26.98  Private    6790.00   10  SUV         
No  0.00     0    No   0  0.00     1   0  Urban
311416263 0   6/13/1980   19  0  6   5335.63    No  0.00       No  F 
High School   Clerical     25.94  Private    11650.00  6   Sports Car  
Yes 1845.00  2    No   7  3808.00  1   1  Urban
784073262 0   7/28/1949   50  0  13  54873.33   No  217398.04  Yes F 
High School   Blue Collar  43.97  Commercial 16840.00  10  SUV         
No  29181.00 2    Yes  5  0.00     11  0  Urban
94646508  0   11/16/1950  49  0  11  97622.52   No  277347.85  Yes M 
Bachelors     Professional 43.88  Private    16160.00  1   Minivan     
No  0.00     0    No   0  0.00     8   0  Rural
78482464  0   4/12/1971   28  5  16  32509.00   No  149827.41  Yes F 
< High School Clerical     38.73  Private    21200.00  11  Minivan     
No  11240.00 4    Yes  0  0.00     3   0  Urban
296748541 0   12/22/1953  45  1  8   47389.47   Yes 204888.34  No  F 
Bachelors     Home Maker   23.14  Private    26730.00  20  Pickup      
No  0.00     0    No   2  0.00     9   0  Urban
828557184 0   3/2/1940    59  0  9   28817.72   No  153289.18  Yes F 
Bachelors     Home Maker   6.01   Private    29230.00  6   Pickup      
No  0.00     0    No   1  0.00     1   0  Rural
237764523 0   1/21/1945   54  0  10  122772.54  No  0.00       No  M 
Bachelors     Professional 44.15  Commercial 7590.00   1   Pickup      
Yes 5517.00  4    No   3  1381.00  7   1  Urban
252881773 0   10/13/1948  51  0  11  93784.82   No  287311.15  Yes F 
Masters       Lawyer       30.95  Private    6600.00   1   SUV         
No  1230.00  3    No   1  0.00     12  0  Urban
660254587 2   9/17/1960   39  2  11  138.16     Yes 0.00       No  M 
< High School Student      34.86  Private    7550.00   6   Pickup      
Yes 0.00     0    No   0  0.00     1   0  Rural
242848928 0   1/16/1947   52  0  9   22657.89   No  96532.09   Yes M 
< High School Clerical     16.51  Commercial 30450.00  4   Panel Truck 
Yes 5369.00  1    No   7  0.00     5   0  Urban
459453746 0   11/9/1950   49  0  11  39219.52   No  201871.68  No  F 
< High School Blue Collar  34.18  Commercial 16430.00  10  SUV         
No  5161.00  1    No   11 4802.00  7   1  Urban
886328677 0   11/17/1947  52  0  11  51445.66   No  194927.55  Yes M 
High School   Manager      19.09  Private    13330.00  1   Minivan     
Yes 0.00     0    Yes  2  0.00     7   0  Urban
140971425 0   9/23/1952   47  0  14  66523.75   No  0.00       No  M 
Bachelors     Professional 56.34  Private    12850.00  3   Minivan     
Yes 0.00     0    No   0  12023.80 12  1  Urban
419212551 0   6/14/1944   55  0  17  74026.94   No  292979.47  Yes F 
Masters       Lawyer       16.87  Private    9740.00   4   SUV         
No  0.00     0    No   0  0.00     11  0  Urban
279799481 0   2/21/1960   39  0  14  93076.99   No  244763.76  Yes M 
Bachelors     Professional 28.64  Private    14710.00  1   Minivan     
Yes 0.00     0    No   0  0.00     1   0  Rural
359938601 0   2/23/1944   55  0  9   162584.84  No  436687.91  Yes F 
PhD           Doctor       12.05  Private    17760.00  7   SUV         
No  0.00     0    No   2  0.00     20  0  Urban
868741586 0   12/9/1949   49  0  0   0.00       No  87080.42   Yes M 
High School   Student      68.65  Commercial 6400.00   1   Pickup      
Yes 5032.00  3    No   7  1869.00  1   1  Urban
676247342 0   11/15/1951  48  0  13  38896.13   No  214165.29  Yes M 
< High School Clerical     74.95  Private    10190.00  1   Pickup      
Yes 0.00     0    No   1  0.00     1   0  Rural
183705567 0   3/29/1948   51  0  11  38668.30   No  0.00       No  M 
Bachelors     Clerical     49.43  Private    1500.00   6   Minivan     
Yes 31344.00 3    Yes  2  731.30   7   1  Rural
59878421  2   9/8/1942    57  3  14  106140.30  Yes 347575.85  No  F 
Masters       Lawyer       39.13  Private    7200.00   4   SUV         
No  0.00     0    Yes  4  7058.00  15  1  Urban
529619897 1   5/1/1959    40  3  15  2660.01    No  0.00       Yes M 
< High School Student      47.73  Private    5770.00   4   Pickup      
Yes 0.00     0    No   3  0.00     6   0  Rural
949833258 0   3/13/1964   35  0  7   64379.01   No  0.00       No  M 
Bachelors     Blue Collar  87.73  Commercial 15030.00  1   Minivan     
Yes 0.00     0    No   0  8351.00  12  1  Rural
635523304 0   3/9/1957    42  2  0   0.00       Yes 0.00       No  M 
< High School Student      48.90  Commercial 24600.00  1   Panel Truck 
No  48684.00 1    Yes  0  0.00     7   0  Rural
912038950 0   1/7/1951    48  0  12  64133.34   No  243575.20  No  F 
High School   Professional 34.49  Private    7910.00   4   SUV         
No  0.00     0    No   0  0.00     8   0  Urban
172244375 0   8/12/1967   32  4  0   0.00       No  60950.08   Yes M 
< High School Student      36.24  Commercial 9150.00   10  Pickup      
Yes 0.00     0    No   4  1791.39  1   1  Urban
747246484 0   1/17/1943   56  0  14  142333.26  No  360296.40  Yes M 
Bachelors     Professional 24.98  Private    21330.00  1   Minivan     
No  0.00     0    No   0  0.00     12  0  Urban
256809062 0   1/15/1946   53  0  11  114178.61  No  310404.91  Yes M 
Masters       Manager      19.96  Private    23080.00  6   Minivan     
No  0.00     0    No   4  0.00     16  0  Urban
726561765 0   10/13/1962  37  0  13  78340.51   No  0.00       No  M 
Bachelors     Professional 47.16  Commercial 10890.00  4   Pickup      
Yes 3857.00  4    No   2  2763.00  11  1  Urban
833213711 0   8/23/1957   42  0  7   58459.55   No  204258.82  No  F 
< High School Blue Collar  35.51  Private    20230.00  17  Minivan     
No  0.00     0    No   1  0.00     4   0  Rural
751757909 0   6/27/1974   25  5  14  59895.73   No  224976.73  Yes F 
Bachelors     Clerical     29.59  Private    11780.00  1   SUV         
No  30213.00 2    Yes  4  7563.00  7   1  Urban
583510882 0   6/20/1948   51  0  0   0.00       No  0.00       Yes M 
High School   Student      29.71  Commercial 19480.00  4   Van         
No  0.00     0    No   0  0.00     8   0  Rural
158766557 0   10/4/1964   35  2  14  65102.49   No  233449.03  Yes F 
Bachelors     Blue Collar  10.98  Commercial 15120.00  13  SUV         
No  19508.00 2    Yes  5  0.00     11  0  Urban
275426485 0   11/17/1944  55  0  6   48509.29   No  210146.41  Yes F 
High School   Blue Collar  31.08  Commercial 6400.00   13  SUV         
No  9009.00  2    No   1  0.00     8   0  Urban
362850376 0   11/12/1951  48  0  0   0.00       No  0.00       Yes F 
High School   Student      46.80  Commercial 7380.00   17  SUV         
No  4969.00  1    No   5  7008.00  10  1  Urban
128167873 0   5/6/1946    53  0  12  58318.70   No  206406.09  No  M 
Masters       Lawyer       13.22  Private    12630.00  4   Minivan     
Yes 4582.00  2    No   5  0.00     15  0  Urban
270504566 0   8/13/1953   46  0  10  132560.33  No  319774.17  No  M 
Masters       Lawyer       21.31  Private    14760.00  4   Minivan     
Yes 0.00     0    No   4  0.00     11  0  Urban
204690473 0   6/20/1954   45  0  8   39471.57   No  111469.29  Yes M 
High School   Blue Collar  30.57  Private    2230.00   1   Minivan     
Yes 0.00     0    No   5  0.00     9   0  Urban
193997858 0   6/30/1947   52  0  12  114635.28  No  321941.57  No  M 
High School   Manager      30.00  Commercial 18160.00  10  Van         
Yes 7202.00  3    No   3  0.00     1   0  Urban
256277152 0   10/22/1952  47  0  0   0.00       No  91949.07   No  M 
PhD           Home Maker   51.73  Private    6200.00   6   Pickup      
No  0.00     0    No   0  0.00     20  0  Urban
397105130 1   4/2/1960    39  2  14  30600.39   No  171976.40  Yes M 
< High School Blue Collar  6.65   Commercial 12760.00  6   Minivan     
Yes 0.00     0    Yes  3  0.00     6   0  Rural
796525268 0   12/16/1958  40  0  12  31311.30   No  153571.21  No  M 
High School   Blue Collar  12.24  Commercial 8630.00   1   Minivan     
Yes 0.00     0    No   1  0.00     1   0  Rural
208745896 0   10/10/1947  52  0  11  41366.97   No  198177.40  Yes M 
High School   Blue Collar  7.02   Commercial 10840.00  1   Pickup      
Yes 0.00     0    No   2  15018.70 8   1  Urban
458441038 0   7/27/1951   48  0  10  112683.53  No  308936.61  No  M 
Masters       Lawyer       38.31  Private    18060.00  11  Minivan     
Yes 0.00     0    Yes  1  0.00     12  0  Urban
618603590 0   3/5/1952    47  0  10  53563.64   No  195598.35  Yes M 
High School   Blue Collar  28.63  Commercial 15420.00  9   Minivan     
Yes 4608.00  2    No   0  0.00     1   0  Urban
212828205 0   4/23/1952   47  0  11  127129.50  No  369417.53  No  M 
Bachelors     Professional 15.10  Commercial 18910.00  9   Van         
Yes 0.00     0    No   0  0.00     5   0  Urban
203940003 0   2/11/1952   47  0  10  42473.85   No  151397.14  Yes F 
Masters       Professional 30.83  Private    13790.00  17  SUV         
No  0.00     0    No   3  0.00     19  0  Urban
428787729 0   7/6/1952    47  0  7   97610.58   No  265827.86  Yes F 
Bachelors     Professional 11.95  Private    15960.00  7   SUV         
No  808.00   1    No   0  0.00     1   0  Urban
862544054 0   11/9/1967   32  3  13  54463.90   Yes 197379.45  No  F 
Bachelors     Clerical     34.32  Private    10150.00  3   SUV         
No  6474.00  3    No   0  0.00     7   0  Urban
833179867 0   7/22/1949   50  0  16  90014.56   No  265404.56  Yes F 
Masters       Professional 49.16  Private    15500.00  10  Minivan     
No  9082.00  1    No   0  0.00     15  0  Urban
77874375  0   2/12/1951   48  0  13  208667.21  No  482290.89  No  M 
PhD           Manager      30.58  Commercial 24880.00  6   Panel Truck 
No  12014.00 1    Yes  3  0.00     6   0  Urban
673320205 1   12/19/1943  55  1  17  83076.32   No  254659.94  Yes M 
High School   Professional 30.66  Private    13000.00  4   Minivan     
No  22887.00 2    No   6  0.00     1   0  Urban
41376025  0   1/20/1946   53  0  13  44404.62   No  178233.01  Yes F 
High School   Clerical     24.38  Private    11240.00  1   Sports Car  
No  29959.00 3    Yes  5  0.00     5   0  Urban
211002793 0   6/25/1971   28  3  0   0.00       Yes 0.00       No  M 
Bachelors     Student      32.66  Commercial 3830.00   1   Minivan     
Yes 4311.00  1    No   0  6914.00  12  1  Urban
742200775 0   10/28/1947  52  0  11  137357.09  No  327227.37  No  F 
Masters       Lawyer       11.17  Private    17750.00  10  Minivan     
No  0.00     0    No   0  0.00     18  0  Urban
773276018 0   4/26/1947   52  1  11  35681.07   Yes 0.00       No  F 
High School   Blue Collar  27.71  Commercial 15210.00  3   SUV         
No  0.00     0    No   1  0.00     6   0  Urban
665731103 0   11/29/1961  37  0  12  58561.39   No  182366.95  Yes M 
Masters       Lawyer       15.17  Private    5590.00   7   Minivan     
Yes 2942.00  3    No   3  0.00     20  0  Urban
208718812 0   7/30/1948   51  0  7   63265.41   No  0.00       No  M 
High School   Blue Collar  37.47  Private    17890.00  10  Minivan     
No  0.00     0    No   0  0.00     1   0  Rural
91779998  0   6/30/1964   35  1  12  31615.63   Yes 133918.26  No  F 
High School   Clerical     46.92  Private    14430.00  1   SUV         
No  0.00     0    Yes  0  0.00     7   0  Rural
802668981 0   3/11/1953   46  0  10  140919.41  No  365825.97  Yes F 
Masters       Lawyer       49.25  Private    22700.00  13  Minivan     
No  0.00     0    No   2  0.00     10  0  Rural
941449901 0   1/12/1964   35  2  7   50871.57   No  190621.09  Yes F 
High School   Blue Collar  46.41  Commercial 14980.00  6   SUV         
No  35500.00 1    Yes  0  4174.00  4   1  Urban
342060486 0   10/3/1948   51  0  0   0.00       No  0.00       Yes M 
High School   Student      33.61  Commercial 26580.00  7   Panel Truck 
Yes 5921.00  5    No   0  3737.00  1   1  Urban
687348918 0   9/21/1945   54  0  6   52409.20   No  212451.65  No  M 
Bachelors     Clerical     39.85  Private    12140.00  3   Pickup      
Yes 1986.00  4    No   2  3351.00  7   1  Urban
295508006 0   6/6/1951    48  0  8   81389.50   No  247568.67  Yes F 
Bachelors     Professional 47.65  Private    14440.00  10  SUV         
No  0.00     0    No   0  0.00     11  0  Urban
546761106 0   6/27/1946   53  0  11  55861.01   No  0.00       No  M 
< High School Blue Collar  11.77  Private    1500.00   6   Minivan     
Yes 0.00     0    No   0  0.00     7   0  Urban
988086614 0   5/31/1953   46  0  11  56459.75   No  199878.77  Yes F 
Bachelors     Manager      5.00   Commercial 24120.00  6   Pickup      
No  7688.00  4    No   3  0.00     7   0  Urban
740252220 0   5/23/1955   44  2  0   0.00       No  0.00       Yes M 
High School   Student      25.23  Private    15070.00  9   Minivan     
Yes 0.00     0    No   2  2778.00  9   1  Rural
27615664  0   6/2/1957    42  2  13  118052.43  Yes 0.00       No  F 
Masters       Lawyer       29.99  Private    28930.00  7   Sports Car  
No  2568.00  2    No   0  0.00     14  0  Urban
654179975 0   7/16/1968   31  4  0   0.00       No  87889.22   Yes M 
Masters       Home Maker   66.32  Private    7860.00   6   SUV         
No  1105.00  2    No   2  0.00     15  0  Rural
611794581 0   12/15/1939  59  0  14  110322.88  No  327486.19  Yes M 
Bachelors     Professional 9.99   Commercial 40760.00  15  Panel Truck 
Yes 5169.00  2    No   4  0.00     13  0  Urban
310091630 0   4/2/1943    56  2  14  69098.20   No  224599.93  Yes F 
Bachelors     Professional 20.82  Private    11800.00  1   SUV         
No  0.00     0    No   0  0.00     11  0  Urban
467598138 0   5/31/1963   36  2  13  76844.86   Yes 0.00       No  F 
High School   Professional 33.91  Private    17420.00  6   Minivan     
No  0.00     0    Yes  0  0.00     11  0  Rural
684167517 0   4/17/1949   50  0  12  78100.39   No  239999.64  Yes M 
Masters       Lawyer       27.84  Private    13380.00  25  Minivan     
Yes 0.00     0    No   0  0.00     15  0  Urban
678962396 2   4/18/1959   40  2  15  40015.34   Yes 145020.56  No  M 
High School   Blue Collar  15.31  Commercial 25120.00  1   Panel Truck 
No  0.00     0    No   2  4274.00  1   1  Urban
187608911 0   10/7/1946   53  0  14  62404.50   No  225899.40  Yes M 
High School   Professional 39.03  Private    11400.00  14  Pickup      
Yes 0.00     0    No   0  0.00     6   0  Urban
698216344 1   6/24/1958   41  2  13  7593.62    No  0.00       Yes F 
< High School Student      56.85  Private    5600.00   7   Sports Car  
No  0.00     0    No   0  0.00     1   0  Rural
474000400 0   2/19/1951   48  0  0   0.00       No  100591.64  No  F 
Masters       Home Maker   19.89  Private    8470.00   6   Sports Car  
No  21949.00 2    No   0  0.00     22  0  Urban
878765573 0   4/21/1953   46  0  12  38392.34   No  210038.61  Yes M 
< High School Blue Collar  51.95  Private    9940.00   4   Pickup      
Yes 5629.00  1    No   2  0.00     1   0  Urban
331898973 0   9/8/1960    39  2  13  79484.48   No  239903.55  Yes F 
Bachelors     Blue Collar  19.20  Commercial 5400.00   1   SUV         
No  0.00     0    No   2  0.00     4   0  Rural
530173152 0   12/5/1942   56  0  9   132114.96  No  373190.70  Yes M 
PhD           Manager      15.61  Commercial 26770.00  1   Panel Truck 
No  0.00     0    Yes  2  0.00     14  0  Urban
637643198 0   2/10/1951   48  0  15  185747.34  No  449553.34  Yes F 
PhD           Home Maker   11.80  Private    40260.00  4   Van         
No  0.00     0    No   0  0.00     20  0  Urban
107074178 0   9/24/1938   61  0  11  80152.95   No  272445.16  No  F 
Masters       Manager      31.51  Private    16370.00  9   Sports Car  
No  0.00     0    No   0  2000.00  15  1  Urban
104317389 0   6/5/1942    57  0  14  135360.77  No  390682.14  Yes M 
Masters       Lawyer       40.88  Private    15040.00  4   Minivan     
No  0.00     0    No   1  0.00     10  0  Rural
631867230 1   5/25/1957   42  1  9   34560.10   No  119625.98  Yes M 
< High School Clerical     36.11  Private    21040.00  10  Minivan     
Yes 0.00     0    No   2  0.00     7   0  Urban
128827399 0   7/12/1980   19  0  5   3871.04    No  76850.62   Yes F 
High School   Manager      48.81  Private    3790.00   3   SUV         
No  5194.00  3    No   8  3854.00  5   1  Urban
741663347 0   11/17/1960  38  3  12  107958.32  Yes 273174.28  No  F 
Bachelors     Professional 11.42  Private    24270.00  11  SUV         
No  0.00     0    No   1  0.00     11  0  Urban
16259639  0   11/2/1960   39  2  12  52051.85   Yes 0.00       No  F 
Bachelors     Manager      41.57  Private    12690.00  1   SUV         
No  0.00     0    No   1  0.00     12  0  Urban
321690322 0   9/24/1953   46  0  3   116668.00  No  0.00       No  F 
Masters       Professional 30.00  Private    31180.00  7   Pickup      
No  0.00     0    No   1  0.00     12  0  Urban
585851502 0   8/12/1963   36  0  12  30883.87   No  184655.86  Yes F 
High School   Clerical     23.47  Private    11090.00  1   Sports Car  
No  0.00     0    No   3  0.00     1   0  Rural
278306856 0   7/6/1966    33  1  11  56404.61   No  137033.99  Yes F 
High School   Manager      32.11  Private    29200.00  1   Pickup      
No  21805.00 1    Yes  2  0.00     5   0  Urban
677998499 1   9/15/1958   41  1  14  57073.34   No  230870.50  Yes F 
High School   Professional 37.64  Private    18260.00  4   Sports Car  
No  0.00     0    No   1  0.00     1   0  Urban
220428196 0   12/17/1969  29  1  14  51724.06   No  148689.31  Yes M 
High School   Professional 44.79  Commercial 10330.00  7   Pickup      
No  0.00     0    Yes  2  4790.00  1   1  Urban
982263237 0   2/16/1942   57  0  9   97058.52   No  311131.28  Yes F 
High School   Professional 29.52  Private    15050.00  6   SUV         
No  6713.00  3    No   0  2365.00  1   1  Rural
470683166 0   5/10/1960   39  0  10  116246.93  No  0.00       No  M 
Bachelors     Blue Collar  24.98  Commercial 21380.00  1   Van         
No  0.00     0    No   0  5563.00  8   1  Urban
253401913 0   7/25/1967   32  1  13  75512.47   Yes 0.00       No  F 
High School   Manager      8.05   Private    20760.00  4   SUV         
No  0.00     0    Yes  2  0.00     6   0  Urban
226980916 0   6/11/1947   52  0  14  31518.64   No  162052.12  Yes M 
Bachelors     Manager      33.25  Private    20740.00  6   Minivan     
Yes 0.00     0    No   0  0.00     12  0  Urban
217804427 0   4/23/1963   36  3  14  27012.16   No  127688.72  Yes F 
High School   Clerical     30.27  Private    12410.00  1   SUV         
No  0.00     0    No   0  0.00     9   0  Rural
470130625 0   12/27/1942  56  0  12  137180.76  No  392070.35  Yes F 
Bachelors     Professional 46.90  Private    40260.00  4   SUV         
No  0.00     0    No   1  0.00     7   0  Rural
506114012 0   3/3/1949    50  0  13  109950.17  No  293398.75  Yes F 
PhD           Doctor       45.22  Private    17500.00  6   SUV         
No  0.00     0    No   0  0.00     15  0  Urban
187691973 0   1/31/1961   38  0  0   0.00       No  72863.68   Yes F 
High School   Home Maker   50.54  Private    22740.00  4   SUV         
No  7171.00  2    No   0  0.00     9   0  Urban
667355215 0   11/26/1962  36  3  12  45589.58   No  172745.01  Yes F 
High School   Professional 9.28   Private    16650.00  3   SUV         
No  0.00     0    No   0  13769.63 5   1  Urban
587450533 0   10/30/1948  51  0  9   94560.83   No  250521.02  No  M 
Masters       Lawyer       23.70  Private    21710.00  4   Van         
Yes 679.00   3    No   4  0.00     17  0  Urban
143062921 0   4/26/1968   31  1  12  22654.15   Yes 0.00       No  F 
< High School Blue Collar  38.29  Private    13330.00  1   SUV         
No  0.00     0    Yes  2  0.00     6   0  Urban
208280446 0   2/27/1954   45  3  12  152562.59  No  455930.88  Yes M 
Bachelors     Manager      43.16  Private    19700.00  3   Minivan     
Yes 0.00     0    No   0  0.00     7   0  Urban
649809932 0   11/8/1953   46  0  13  5014.93    No  105811.23  Yes M 
< High School Blue Collar  44.75  Private    2690.00   1   Minivan     
Yes 0.00     0    No   0  0.00     8   0  Urban
780883211 0   4/23/1957   42  0  11  36863.56   No  104135.57  Yes F 
High School   Clerical     29.01  Private    5700.00   6   SUV         
No  5930.00  1    No   0  0.00     1   0  Urban
882554904 0   4/15/1955   44  0  9   138441.83  No  0.00       No  F 
Masters       Lawyer       30.59  Private    19740.00  10  Pickup      
No  0.00     0    No   0  0.00     12  0  Urban
9413261   0   11/10/1944  55  0  10  54877.49   No  0.00       No  M 
Bachelors     Clerical     37.30  Commercial 42170.00  6   Panel Truck 
Yes 0.00     0    Yes  0  1125.00  8   1  Urban
421079900 0   3/7/1951    48  1  3   80521.87   No  244551.77  Yes F 
Bachelors     Manager      15.90  Private    14350.00  1   SUV         
No  0.00     0    No   2  0.00     1   0  Urban
737451303 0   6/26/1968   31  3  10  26605.84   Yes 0.00       No  F 
High School   Student      27.48  Commercial 10890.00  1   SUV         
No  4044.00  2    No   0  2394.00  9   1  Urban
988358143 0   6/8/1956    43  0  13  42768.19   No  183793.02  Yes M 
Bachelors     Manager      32.31  Private    10080.00  1   Minivan     
Yes 0.00     0    No   0  0.00     8   0  Urban
16446925  0   9/13/1951   48  0  7   22361.91   No  127087.03  Yes M 
< High School Clerical     39.34  Private    27160.00  3   Minivan     
Yes 22906.00 1    Yes  0  0.00     1   0  Urban
873746806 0   2/22/1973   26  2  11  21442.92   No  116421.48  Yes M 
< High School Clerical     33.13  Private    6240.00   1   Minivan     
No  0.00     0    No   0  0.00     1   0  Rural
486162046 0   3/22/1950   49  0  12  45470.94   No  170808.34  Yes F 
Bachelors     Clerical     13.56  Private    10670.00  1   SUV         
No  0.00     0    No   0  0.00     7   0  Urban
928986116 0   9/21/1938   61  0  15  85553.87   No  272542.26  Yes M 
Masters       Lawyer       43.08  Private    19870.00  1   SUV         
Yes 0.00     0    No   0  0.00     15  0  Urban
58001635  0   5/19/1959   40  3  13  120602.60  Yes 0.00       No  M 
PhD           Doctor       15.70  Private    17560.00  10  Van         
No  0.00     0    No   0  0.00     13  0  Urban
419976473 0   9/27/1942   57  0  12  97083.21   No  0.00       No  F 
Bachelors     Professional 20.34  Private    18800.00  13  Minivan     
No  4925.00  1    No   4  0.00     13  0  Urban
569134000 0   10/6/1951   48  0  6   14410.28   No  0.00       No  F 
< High School Clerical     27.49  Private    7740.00   7   SUV         
No  1001.00  1    No   3  7203.76  1   1  Urban
121706213 0   5/22/1956   43  1  14  23215.44   No  80406.09   Yes F 
High School   Home Maker   33.24  Commercial 16530.00  4   Minivan     
No  0.00     0    No   2  0.00     6   0  Rural
289313269 0   7/1/1958    41  0  13  96886.38   No  256415.76  Yes F 
Bachelors     Professional 12.93  Private    15290.00  1   Minivan     
No  0.00     0    No   0  0.00     10  0  Urban
972352732 0   7/28/1958   41  0  12  36448.87   No  0.00       Yes M 
High School   Student      37.02  Private    17900.00  6   Minivan     
Yes 0.00     0    No   0  0.00     1   0  Rural
831585855 0   3/16/1954   45  2  15  20652.98   No  140293.81  Yes F 
< High School Clerical     23.71  Commercial 20720.00  1   Pickup      
No  0.00     0    No   0  10689.70 6   1  Urban
852469481 0   12/4/1965   33  5  18  4561.78    No  55632.17   Yes M 
High School   Student      7.56   Commercial 9650.00   7   Pickup      
Yes 0.00     0    No   4  0.00     9   0  Urban
820425739 0   7/15/1955   44  0  11  29929.34   No  124755.61  No  M 
High School   Professional 41.30  Private    15320.00  4   Minivan     
Yes 0.00     0    No   0  0.00     1   0  Urban
513474624 0   12/29/1946  52  0  11  70197.55   No  239210.47  Yes M 
Bachelors     Blue Collar  41.13  Commercial 37810.00  6   Panel Truck 
No  0.00     0    Yes  0  934.00   9   1  Urban
2885798   0   9/25/1952   47  0  15  57446.41   No  205309.79  Yes M 
High School   Professional 29.85  Commercial 25090.00  4   Panel Truck 
No  0.00     0    No   1  5324.00  7   1  Urban
231947709 0   1/27/1961   38  2  0   0.00       Yes 93227.98   No  F 
< High School Home Maker   50.67  Private    9750.00   8   SUV         
No  11093.00 3    No   7  4913.00  1   1  Urban
240336746 0   5/16/1942   57  2  16  86232.27   No  272326.14  Yes F 
Masters       Manager      7.78   Private    15820.00  9   SUV         
No  0.00     0    No   0  0.00     15  0  Urban
986554544 0   10/29/1948  51  0  0   0.00       No  0.00       No  M 
PhD           Doctor       28.67  Private    8310.00   6   Pickup      
Yes 0.00     0    No   0  0.00     18  0  Urban
505246407 0   2/21/1946   53  0  13  69268.40   No  238235.72  Yes M 
Bachelors     Blue Collar  31.46  Commercial 13730.00  6   Minivan     
No  23381.00 1    No   1  0.00     12  0  Urban
554193726 0   7/19/1959   40  0  9   103635.63  No  270622.63  Yes M 
Bachelors     Manager      46.61  Private    14070.00  7   Minivan     
Yes 0.00     0    No   0  0.00     1   0  Urban
374284502 0   2/19/1945   54  0  0   0.00       No  87155.55   Yes F 
Masters       Home Maker   36.27  Private    22350.00  6   SUV         
No  0.00     0    No   0  0.00     9   0  Rural
528512018 1   12/7/1954   44  2  15  80140.31   No  233009.19  Yes M 
Masters       Professional 40.40  Private    13910.00  21  Minivan     
No  0.00     0    No   3  0.00     15  0  Urban
873552637 0   5/11/1943   56  0  4   42234.63   No  145837.08  Yes F 
High School   Clerical     40.24  Private    5720.00   13  Sports Car  
No  8901.00  2    No   0  0.00     7   0  Urban
988854727 0   5/24/1967   32  4  11  16976.10   No  0.00       Yes F 
< High School Student      25.02  Private    6640.00   1   SUV         
No  3468.00  1    No   0  0.00     5   0  Urban
893570319 0   4/29/1948   51  0  12  101211.84  No  0.00       No  M 
Bachelors     Professional 43.33  Private    16720.00  6   Minivan     
Yes 0.00     0    No   0  0.00     12  0  Urban
419009490 0   2/3/1959    40  1  9   90325.58   Yes 0.00       No  M 
Bachelors     Blue Collar  32.54  Commercial 19380.00  3   Van         
Yes 0.00     0    No   0  4392.00  7   1  Urban
739643429 0   11/11/1942  57  0  5   32033.03   No  167794.81  Yes F 
Masters       Home Maker   44.43  Private    18110.00  10  Sports Car  
No  1575.00  2    No   7  5834.00  16  1  Urban
678910448 0   2/21/1965   34  1  12  62044.46   No  201347.28  Yes F 
Bachelors     Professional 37.08  Private    11100.00  17  SUV         
No  0.00     0    No   0  0.00     7   0  Rural
324561319 0   12/7/1939   59  0  10  32856.63   No  0.00       No  F 
PhD           Home Maker   29.39  Private    34470.00  1   Pickup      
No  0.00     0    No   0  0.00     20  0  Rural
210751378 0   7/20/1949   50  0  13  53567.51   No  202687.36  Yes M 
Bachelors     Blue Collar  36.87  Commercial 22250.00  13  Minivan     
No  0.00     0    No   0  0.00     7   0  Rural
547910569 0   4/1/1939    60  4  16  28633.54   No  151602.19  Yes M 
< High School Clerical     16.95  Private    5730.00   1   Minivan     
No  30480.00 2    Yes  5  470.52   5   1  Rural
869972677 0   2/16/1943   56  0  3   37351.82   No  0.00       No  M 
Masters       Lawyer       40.02  Private    13910.00  7   Minivan     
No  0.00     0    No   0  0.00     20  0  Rural
72803473  2   10/3/1938   61  4  19  158545.83  No  390219.07  Yes F 
PhD           Manager      24.39  Private    42680.00  10  SUV         
No  4640.00  1    No   3  0.00     19  0  Urban
495742019 0   8/21/1961   38  0  13  42245.20   No  0.00       No  F 
High School   Blue Collar  41.68  Commercial 20510.00  10  SUV         
No  0.00     0    No   0  0.00     1   0  Rural
430472212 1   8/30/1955   44  2  13  18564.39   Yes 117386.03  No  F 
< High School Clerical     12.01  Commercial 13850.00  16  Pickup      
No  3828.00  3    No   3  2059.00  6   1  Urban
763745844 1   6/14/1959   40  2  16  75187.53   No  241181.58  Yes F 
High School   Blue Collar  24.63  Commercial 13020.00  10  SUV         
No  44010.00 3    Yes  4  1436.17  6   1  Urban
727223664 0   2/12/1961   38  0  11  91951.54   No  282564.59  No  M 
Bachelors     Professional 30.22  Commercial 17850.00  7   Van         
No  0.00     0    No   0  0.00     3   0  Rural
964763388 0   6/3/1944    55  0  12  37793.60   No  0.00       No  M 
High School   Home Maker   37.92  Private    17050.00  1   Minivan     
No  39617.00 3    Yes  4  5631.00  1   1  Urban
533341484 0   2/23/1968   31  4  6   32837.81   No  117101.31  Yes M 
< High School Clerical     24.18  Commercial 4600.00   4   Pickup      
No  0.00     0    No   0  0.00     3   0  Rural
709445077 0   5/24/1958   41  0  6   180031.18  No  455994.88  Yes F 
Bachelors     Professional 24.98  Private    8440.00   8   SUV         
No  0.00     0    No   0  0.00     7   0  Urban
5707989   0   3/29/1958   41  3  11  88425.91   Yes 0.00       No  F 
High School   Blue Collar  9.37   Commercial 14440.00  4   SUV         
No  6193.00  3    No   2  0.00     5   0  Rural
176017386 0   7/13/1952   47  0  12  48775.85   No  187090.35  Yes F 
High School   Blue Collar  5.00   Commercial 17910.00  6   SUV         
No  0.00     0    No   2  0.00     1   0  Urban
255696249 0   9/10/1963   36  0  9   48740.56   No  210874.57  Yes F 
High School   Manager      48.22  Private    13230.00  6   SUV         
No  0.00     0    No   0  0.00     1   0  Urban
153680870 1   3/18/1959   40  2  11  85272.80   Yes 257282.60  No  F 
Masters       Lawyer       55.10  Private    19070.00  13  SUV         
No  2907.00  2    No   5  4246.00  15  1  Urban
459216288 1   2/17/1936   63  1  11  54296.81   No  231033.00  Yes M 
Bachelors     Professional 36.08  Private    12150.00  4   Sports Car  
Yes 0.00     0    No   0  2643.00  12  1  Urban
594690877 1   7/1/1954    45  1  11  105755.85  No  298160.98  Yes F 
PhD           Manager      35.59  Commercial 20520.00  6   Pickup      
No  0.00     0    No   0  0.00     1   0  Urban
63207789  0   2/6/1951    48  0  12  64916.02   No  282966.70  Yes M 
Bachelors     Blue Collar  18.12  Commercial 6200.00   4   Pickup      
Yes 5893.00  1    No   6  0.00     11  0  Urban
142669423 0   3/13/1955   44  0  12  51278.64   No  200802.77  Yes M 
< High School Blue Collar  52.48  Commercial 12200.00  3   Pickup      
Yes 0.00     0    No   0  40941.35 1   1  Urban
424967789 0   10/13/1948  51  0  11  50172.70   No  186074.38  Yes F 
High School   Clerical     22.47  Private    11620.00  14  SUV         
No  0.00     0    No   0  0.00     1   0  Urban
124334242 0   4/13/1950   49  0  12  73241.61   No  0.00       No  F 
Bachelors     Home Maker   22.29  Private    13580.00  3   SUV         
No  11479.00 1    No   4  0.00     14  0  Urban
315911975 0   12/6/1969   29  2  12  34599.80   No  113012.59  Yes M 
High School   Manager      20.30  Private    7860.00   3   Pickup      
Yes 558.00   1    No   7  0.00     1   0  Urban
341750688 0   7/3/1952    47  0  10  80962.92   No  0.00       No  F 
PhD           Doctor       34.78  Private    40240.00  6   Sports Car  
No  0.00     0    No   0  0.00     13  0  Urban
631567336 0   6/19/1952   47  0  11  49564.58   No  0.00       No  F 
< High School Blue Collar  43.21  Private    11160.00  6   Minivan     
No  4552.00  1    No   2  0.00     6   0  Urban
999138217 0   9/9/1946    53  0  16  109039.99  No  327237.36  Yes M 
PhD           Doctor       48.03  Private    28850.00  1   Minivan     
Yes 0.00     0    No   1  0.00     15  0  Urban
414453994 0   9/6/1949    50  0  6   15905.36   No  0.00       Yes M 
High School   Student      20.06  Commercial 8090.00   1   Minivan     
Yes 5672.00  2    No   3  5982.00  8   1  Urban
961197985 0   4/5/1955    44  2  0   0.00       No  0.00       Yes F 
High School   Student      22.14  Commercial 1500.00   6   SUV         
No  11086.00 2    No   7  7539.00  9   1  Urban
65828173  0   10/17/1968  31  2  11  22987.87   Yes 0.00       No  M 
< High School Blue Collar  20.67  Private    4200.00   10  Minivan     
Yes 0.00     0    No   0  0.00     1   0  Urban
282076733 0   6/18/1950   49  0  11  776.18     No  108249.43  Yes F 
Bachelors     Home Maker   55.77  Private    12960.00  13  SUV         
No  3116.00  2    Yes  0  2027.00  10  1  Urban
538753932 0   10/19/1947  52  0  12  197894.84  No  502062.72  Yes F 
Bachelors     Blue Collar  51.78  Commercial 27670.00  6   Sports Car  
No  0.00     0    No   1  0.00     11  0  Urban
317830805 0   5/28/1944   55  0  13  64592.65   No  200725.30  Yes M 
Masters       Lawyer       26.99  Private    13460.00  6   Minivan     
Yes 0.00     0    No   2  0.00     10  0  Urban
119377306 0   5/15/1955   44  0  10  46419.86   No  184408.68  No  F 
Masters       Professional 50.77  Private    11010.00  4   SUV         
No  0.00     0    No   0  0.00     1   0  Urban
91828015  0   6/6/1962    37  0  13  89596.18   No  271298.08  Yes M 
PhD           Doctor       29.82  Private    14160.00  1   Minivan     
Yes 1344.00  1    No   5  0.00     13  0  Urban
467793698 0   11/10/1967  32  3  17  51345.53   No  167535.62  Yes F 
Bachelors     Clerical     33.30  Private    16650.00  7   SUV         
No  0.00     0    No   0  0.00     9   0  Rural
716749196 1   11/12/1959  40  1  13  61057.21   No  195866.12  Yes M 
Bachelors     Blue Collar  31.45  Commercial 5500.00   4   Minivan     
Yes 0.00     0    No   1  0.00     6   0  Urban
328852626 0   7/27/1977   22  4  10  746.89     Yes 0.00       No  M 
Bachelors     Student      14.52  Commercial 10070.00  9   Minivan     
Yes 0.00     0    No   4  0.00     1   0  Urban
672049450 0   9/6/1948    51  0  12  97713.20   No  296751.71  No  M 
Bachelors     Professional 28.80  Private    17750.00  1   Van         
Yes 0.00     0    No   2  0.00     9   0  Urban
383985877 0   1/6/1943    56  0  13  222379.01  No  535687.29  Yes F 
PhD           Manager      36.91  Private    29340.00  1   Pickup      
No  0.00     0    No   1  0.00     13  0  Urban
362866321 0   11/16/1944  55  0  15  59127.82   No  173782.27  Yes M 
Bachelors     Manager      58.73  Commercial 24130.00  6   Panel Truck 
Yes 22302.00 1    No   1  0.00     8   0  Urban
409866880 0   6/6/1954    45  3  0   0.00       No  95329.65   Yes F 
High School   Home Maker   44.64  Private    6000.00   1   SUV         
No  0.00     0    Yes  0  0.00     1   0  Rural
277875743 0   9/7/1964    35  2  14  14835.10   No  133338.42  Yes F 
Bachelors     Home Maker   28.93  Private    4110.00   6   SUV         
No  0.00     0    Yes  0  0.00     7   0  Urban
341162899 0   5/3/1955    44  0  12  3984.94    No  66681.41   No  M 
High School   Student      16.76  Private    15350.00  14  Minivan     
No  0.00     0    No   0  0.00     11  0  Rural
444076869 0   6/11/1965   34  4  14  25535.12   No  99326.45   Yes F 
< High School Clerical     44.86  Private    18270.00  1   SUV         
No  30146.00 2    No   1  0.00     8   0  Urban
952659124 0   7/14/1938   61  0  15  47534.05   No  199888.37  Yes M 
< High School Clerical     22.33  Private    12350.00  4   SUV         
No  2414.00  1    No   0  4578.00  1   1  Urban
35003648  0   2/11/1963   36  2  9   12938.50   No  0.00       Yes F 
High School   Student      31.22  Commercial 15520.00  1   SUV         
No  0.00     0    No   1  0.00     1   0  Rural
434062050 0   7/12/1965   34  1  13  37805.95   No  173129.96  Yes F 
Bachelors     Clerical     46.14  Private    3680.00   4   SUV         
No  0.00     0    No   0  1324.00  8   1  Rural
576805641 0   6/1/1961    38  1  0   0.00       Yes 0.00       No  F 
High School   Student      34.37  Commercial 16880.00  6   SUV         
No  0.00     0    No   0  2437.00  12  1  Rural
2051592   0   5/31/1948   51  0  11  134582.17  No  371127.38  Yes M 
Bachelors     Professional 40.62  Commercial 30950.00  4   Panel Truck 
Yes 0.00     0    No   1  6006.00  14  1  Urban
473040009 0   4/16/1959   40  0  11  67700.10   No  0.00       No  F 
High School   Blue Collar  16.18  Commercial 12230.00  7   SUV         
No  1429.00  3    No   7  5117.00  1   1  Urban
764869450 0   12/11/1956  42  3  16  113485.69  Yes 360227.48  No  F 
PhD           Doctor       32.16  Private    17050.00  3   Minivan     
No  0.00     0    No   1  0.00     14  0  Urban
459294600 0   1/7/1950    49  0  14  76778.09   No  209439.66  Yes F 
Bachelors     Home Maker   62.22  Private    6400.00   17  SUV         
No  4324.00  3    No   5  0.00     5   0  Urban
685007141 1   2/26/1954   45  2  13  111560.43  Yes 0.00       No  M 
Masters       Manager      28.36  Commercial 6000.00   4   Pickup      
Yes 29150.00 2    Yes  4  1379.00  8   1  Urban
963920138 0   8/29/1957   42  2  13  1719.17    No  0.00       Yes F 
High School   Student      19.07  Commercial 10980.00  4   Sports Car  
No  0.00     0    No   0  0.00     1   0  Urban
624484902 0   5/3/1953    46  0  8   46954.84   No  0.00       No  F 
High School   Manager      14.39  Private    11140.00  4   Sports Car  
No  0.00     0    No   0  0.00     1   0  Urban
352149949 0   12/18/1954  44  0  13  77576.30   No  261610.90  Yes M 
Bachelors     Blue Collar  47.88  Commercial 27810.00  4   Panel Truck 
No  0.00     0    No   1  0.00     6   0  Urban
105861671 0   3/16/1949   50  0  9   58723.54   No  280436.03  Yes F 
Bachelors     Blue Collar  26.46  Commercial 23460.00  14  Minivan     
No  0.00     0    No   2  0.00     7   0  Urban
653916577 0   9/24/1953   46  0  11  35361.77   No  0.00       No  M 
High School   Clerical     8.24   Private    13140.00  7   Minivan     
No  0.00     0    No   4  0.00     7   0  Urban
479902554 0   5/25/1971   28  1  0   0.00       Yes 0.00       No  F 
High School   Home Maker   27.14  Private    15370.00  3   Sports Car  
No  2747.00  1    No   4  2988.00  6   1  Urban
520453580 0   2/25/1940   59  0  15  40877.86   No  247146.50  Yes M 
High School   Clerical     11.08  Private    16470.00  10  Van         
No  0.00     0    No   1  0.00     1   0  Rural
931672228 0   11/11/1964  35  2  10  71826.74   No  193298.37  Yes M 
High School   Blue Collar  46.12  Commercial 5000.00   1   Minivan     
No  5406.00  2    No   3  5979.00  10  1  Urban
808765493 0   12/15/1944  54  0  10  171157.31  No  466984.11  Yes F 
PhD           Manager      39.37  Private    19900.00  3   SUV         
No  0.00     0    No   0  0.00     14  0  Urban
577788426 0   7/7/1943    56  0  12  78290.55   No  0.00       No  M 
High School   Blue Collar  38.30  Commercial 24010.00  11  Panel Truck 
Yes 11445.00 3    No   5  16852.81 1   1  Urban
240947606 0   8/14/1956   43  2  13  27683.56   No  121309.58  Yes M 
Masters       Lawyer       11.47  Private    13250.00  10  Minivan     
Yes 0.00     0    No   0  0.00     10  0  Urban
561763896 0   7/11/1958   41  1  13  69777.31   No  231277.52  Yes F 
Bachelors     Manager      24.90  Private    12980.00  1   Minivan     
No  0.00     0    No   4  2391.00  10  1  Urban
490586133 0   2/18/1956   43  2  10  21188.82   No  130493.91  Yes F 
< High School Clerical     46.60  Private    30330.00  4   SUV         
No  0.00     0    No   0  0.00     1   0  Urban
791755704 0   5/23/1946   53  0  0   0.00       No  0.00       Yes F 
High School   Student      21.61  Commercial 40100.00  7   Panel Truck 
No  27795.00 2    Yes  2  5725.00  4   1  Urban
182715413 0   4/28/1958   41  0  0   0.00       No  0.00       Yes F 
High School   Student      12.59  Private    11320.00  4   SUV         
No  0.00     0    No   0  0.00     5   0  Rural
320947832 0   11/19/1958  40  1  7   34511.63   Yes 0.00       No  M 
High School   Blue Collar  51.47  Commercial 8950.00   6   Pickup      
No  4955.00  1    No   7  4696.00  1   1  Urban
494605564 0   7/27/1959   40  2  12  19984.05   No  129312.81  Yes M 
< High School Clerical     41.27  Private    5500.00   1   Minivan     
Yes 0.00     0    No   0  0.00     1   0  Rural
681522668 0   12/13/1945  53  0  11  47263.90   No  215248.89  Yes M 
Bachelors     Professional 36.07  Private    11530.00  10  Pickup      
No  0.00     0    No   2  0.00     11  0  Urban
944513859 0   2/4/1943    56  0  9   91557.63   No  294494.50  No  M 
< High School Blue Collar  70.21  Commercial 29110.00  10  Panel Truck 
Yes 0.00     0    No   2  0.00     5   0  Rural
812887695 0   8/11/1960   39  0  13  3241.13    No  100092.81  Yes F 
< High School Home Maker   16.31  Private    5720.00   1   SUV         
No  0.00     0    No   0  3125.00  6   1  Urban
992334492 0   10/30/1958  41  0  13  62802.58   No  180930.51  Yes M 
Bachelors     Professional 17.02  Commercial 17610.00  7   Van         
No  0.00     0    No   0  0.00     9   0  Rural
595361871 0   11/30/1963  35  2  14  114506.02  Yes 293583.34  No  F 
PhD           Lawyer       54.05  Private    16450.00  3   Minivan     
No  11156.00 2    No   2  5689.00  16  1  Urban
991962838 0   1/29/1959   40  3  13  57137.23   No  197881.62  Yes F 
Bachelors     Blue Collar  24.40  Commercial 21520.00  6   Minivan     
No  0.00     0    No   0  0.00     9   0  Rural
781268892 0   4/26/1981   18  2  14  478.67     No  0.00       Yes F 
High School   Student      19.56  Private    7940.00   6   Sports Car  
Yes 4922.00  3    No   4  2927.00  9   1  Urban
588705788 0   7/18/1976   23  0  9   34811.00   No  0.00       No  M 
PhD           Manager      27.37  Private    15620.00  1   Minivan     
Yes 7170.00  3    No   1  0.00     23  0  Urban
510069049 1   3/30/1962   37  3  11  49500.46   Yes 178996.85  No  M 
< High School Clerical     5.00   Private    6450.00   17  Pickup      
Yes 999.00   3    No   2  0.00     7   0  Urban
951365712 0   10/14/1956  43  0  14  35647.28   No  194535.81  Yes F 
High School   Clerical     58.20  Private    14250.00  1   SUV         
No  0.00     0    No   0  0.00     8   0  Rural
320090672 0   3/23/1962   37  0  9   136305.84  No  0.00       No  M 
Masters       Professional 64.46  Private    11640.00  1   Pickup      
No  8939.00  3    No   4  0.00     16  0  Urban
247388076 0   5/29/1946   53  0  14  122959.12  No  342425.89  No  M 
PhD           Doctor       33.39  Private    21830.00  7   Van         
Yes 0.00     0    No   0  0.00     20  0  Urban
424021867 3   9/20/1954   45  3  15  32089.13   No  156060.18  Yes M 
< High School Clerical     34.24  Commercial 9210.00   1   Pickup      
Yes 5823.00  1    No   5  0.00     1   0  Urban
114964671 0   9/23/1943   56  0  12  138172.84  No  0.00       No  M 
PhD           Doctor       29.07  Private    15370.00  1   Minivan     
Yes 7876.00  3    No   3  0.00     7   0  Urban
386518484 0   1/5/1956    43  0  11  40754.36   No  160596.70  Yes M 
Bachelors     Professional 21.46  Commercial 9880.00   4   Pickup      
No  0.00     0    No   2  595.00   9   1  Urban
833179867 0   7/22/1949   50  0  16  90014.56   No  265404.56  Yes F 
Masters       Professional 49.16  Private    6500.00   1   SUV         
No  41886.00 1    No   2  0.00     15  0  Urban
243826720 0   3/17/1949   50  0  12  88483.91   No  277534.86  Yes F 
Bachelors     Blue Collar  41.72  Commercial 10350.00  1   Minivan     
No  3068.00  2    No   4  0.00     12  0  Urban
681505223 0   5/9/1951    48  0  8   134646.43  No  359802.55  Yes F 
Masters       Lawyer       27.91  Private    20660.00  7   Pickup      
No  0.00     0    No   2  0.00     10  0  Urban
931672228 0   11/11/1964  35  2  10  71826.74   No  193298.37  Yes M 
High School   Blue Collar  46.12  Commercial 22460.00  3   Van         
No  6029.00  1    No   7  2964.00  10  1  Urban
836327300 1   10/2/1957   42  3  16  39301.81   Yes 146364.76  No  F 
High School   Clerical     36.90  Private    5700.00   7   SUV         
No  0.00     0    No   0  0.00     1   0  Urban
589304343 0   10/4/1954   45  0  13  65441.93   No  209679.25  No  M 
High School   Blue Collar  33.48  Commercial 22420.00  1   Van         
Yes 27497.00 1    Yes  1  3396.00  8   1  Urban
513441767 0   7/26/1966   33  2  0   0.00       Yes 0.00       No  M 
High School   Student      10.02  Commercial 13930.00  10  Minivan     
Yes 2711.00  2    No   5  4910.00  10  1  Urban
710024395 0   11/24/1954  44  1  17  9189.20    No  73828.40   Yes F 
< High School Clerical     33.12  Private    6820.00   9   SUV         
No  0.00     0    No   2  0.00     6   0  Urban
311775704 0   3/16/1943   56  0  12  69620.45   No  0.00       No  F 
Masters       Lawyer       38.07  Private    21940.00  1   Minivan     
No  0.00     0    No   3  0.00     7   0  Urban
798945866 0   1/23/1977   22  3  10  3461.45    Yes 0.00       No  M 
High School   Student      13.49  Commercial 9360.00   1   Pickup      
No  0.00     0    No   7  2444.00  7   1  Urban
307275145 0   4/18/1968   31  3  14  17838.83   No  96398.96   Yes F 
< High School Clerical     63.76  Commercial 18780.00  3   Pickup      
No  0.00     0    No   1  0.00     7   0  Rural
869504500 2   6/13/1958   41  2  0   0.00       Yes 0.00       No  F 
Masters       Lawyer       18.57  Private    11100.00  1   Sports Car  
No  0.00     0    Yes  3  1153.00  17  1  Urban
182991499 0   4/23/1942   57  0  9   38767.35   No  165359.90  Yes F 
High School   Blue Collar  58.75  Private    24620.00  1   Pickup      
No  0.00     0    No   0  0.00     8   0  Urban
914372091 0   10/22/1954  45  0  11  118995.82  No  292222.40  Yes F 
< High School Blue Collar  45.22  Private    19510.00  1   SUV         
No  0.00     0    No   3  0.00     1   0  Urban
636364026 0   9/7/1948    51  0  11  51040.86   No  0.00       No  F 
Masters       Lawyer       40.74  Private    20580.00  1   SUV         
No  0.00     0    Yes  3  1107.00  17  1  Urban
42969177  0   8/23/1961   38  1  8   32724.54   No  178282.41  Yes F 
Bachelors     Blue Collar  5.00   Commercial 8570.00   4   SUV         
No  0.00     0    No   0  0.00     13  0  Urban
591506346 2   7/30/1956   43  4  0   0.00       No  98245.35   Yes F 
High School   Home Maker   38.95  Private    14000.00  6   SUV         
No  0.00     0    No   2  0.00     1   0  Rural
681971608 0   4/1/1958    41  0  13  57614.79   No  181310.29  Yes M 
Bachelors     Blue Collar  36.88  Commercial 18510.00  4   Van         
Yes 9986.00  1    No   2  3698.00  9   1  Urban
122706769 1   6/19/1954   45  2  0   0.00       No  129814.23  Yes M 
High School   Student      87.32  Private    1500.00   7   Minivan     
No  0.00     0    No   0  0.00     1   0  Rural
986873992 0   10/10/1959  40  3  11  4026.44    Yes 0.00       No  F 
< High School Student      30.50  Private    5900.00   3   SUV         
No  4006.00  1    No   3  0.00     1   0  Urban
941981940 1   8/28/1961   38  2  11  26263.35   No  125375.06  Yes F 
High School   Clerical     40.97  Private    5300.00   4   Sports Car  
No  0.00     0    No   1  0.00     9   0  Urban
602318059 0   12/4/1957   41  0  11  111406.84  No  320419.65  Yes M 
Masters       Professional 32.78  Commercial 24130.00  6   Panel Truck 
Yes 0.00     0    No   0  0.00     9   0  Urban
512406830 2   7/9/1955    44  4  0   0.00       No  0.00       Yes F 
High School   Student      45.66  Private    7030.00   4   SUV         
No  0.00     0    No   2  0.00     9   0  Rural
136853516 0   3/28/1950   49  0  7   18141.96   No  118774.13  No  M 
< High School Clerical     29.39  Private    11900.00  6   Pickup      
No  0.00     0    No   0  0.00     6   0  Rural
488795290 0   1/29/1969   30  4  0   0.00       No  62606.72   Yes F 
High School   Home Maker   39.67  Private    15210.00  10  Minivan     
No  0.00     0    No   0  0.00     1   0  Rural
956524459 0   9/26/1965   34  2  9   33538.08   Yes 0.00       No  M 
< High School Blue Collar  29.17  Commercial 16380.00  3   Van         
Yes 7564.00  3    No   6  8622.52  1   1  Urban
686729960 0   12/4/1933   65  0  15  131232.00  No  374391.13  Yes M 
Masters       Lawyer       35.76  Private    15970.00  3   SUV         
Yes 0.00     0    No   0  0.00     19  0  Urban
494673239 0   7/24/1951   48  0  14  51981.59   No  169671.78  Yes F 
Bachelors     Professional 5.00   Private    23390.00  1   Sports Car  
No  38267.00 3    Yes  5  0.00     5   0  Urban
484653729 0   1/26/1942   57  0  12  70400.29   No  0.00       No  M 
Bachelors     Manager      15.76  Commercial 30390.00  17  Panel Truck 
No  0.00     0    No   0  5097.00  10  1  Urban
821520110 0   6/16/1954   45  0  14  116602.92  No  339739.62  Yes F 
Masters       Manager      36.64  Private    23860.00  1   Minivan     
No  0.00     0    Yes  0  0.00     14  0  Urban
442774263 0   3/13/1957   42  0  5   36330.49   No  185623.81  Yes M 
High School   Clerical     27.44  Private    15250.00  4   Minivan     
Yes 0.00     0    No   0  0.00     11  0  Rural
576491739 0   1/16/1938   61  0  11  75911.87   No  274531.30  Yes M 
PhD           Manager      6.13   Private    16900.00  1   Sports Car  
Yes 0.00     0    No   0  0.00     14  0  Urban
895618201 0   12/18/1947  51  0  12  105936.13  No  297380.63  Yes F 
PhD           Doctor       57.55  Private    6600.00   1   SUV         
No  8112.00  4    No   0  0.00     16  0  Urban
541204921 0   9/8/1953    46  0  8   73871.58   No  245877.50  Yes F 
Masters       Lawyer       42.80  Private    25510.00  4   Minivan     
No  0.00     0    No   1  0.00     16  0  Rural
237479021 1   7/30/1936   63  1  14  69277.16   No  209786.66  Yes F 
Bachelors     Professional 39.04  Private    14730.00  9   SUV         
No  0.00     0    No   0  0.00     11  0  Rural
655855546 0   11/8/1950   49  0  13  51676.53   No  0.00       No  M 
High School   Blue Collar  31.89  Commercial 19390.00  6   Van         
Yes 0.00     0    No   2  3642.60  1   1  Urban
622727266 0   8/8/1941    58  0  14  12930.58   No  123551.19  Yes F 
High School   Home Maker   38.74  Private    18110.00  1   SUV         
No  0.00     0    Yes  0  0.00     6   0  Rural
779492973 0   3/10/1966   33  3  13  34200.26   Yes 0.00       No  M 
High School   Manager      14.36  Commercial 6610.00   4   Pickup      
No  4502.00  1    No   6  0.00     1   0  Urban
449127613 0   11/7/1948   51  0  7   78328.97   No  255809.50  Yes F 
Bachelors     Blue Collar  14.66  Commercial 37070.00  4   Van         
No  996.00   3    No   1  1264.00  11  1  Urban
240834910 0   6/6/1962    37  0  8   57891.55   No  169651.02  No  M 
High School   Blue Collar  29.22  Commercial 15730.00  9   Minivan     
Yes 0.00     0    No   0  0.00     10  0  Urban
562116386 0   10/8/1950   49  0  9   114679.14  No  342865.15  Yes M 
Bachelors     Manager      39.28  Commercial 17870.00  1   Van         
No  0.00     0    No   0  0.00     11  0  Urban
621566024 0   7/26/1945   54  0  15  88232.59   No  260694.40  Yes M 
Masters       Lawyer       27.35  Private    10320.00  12  Pickup      
Yes 15541.00 2    Yes  3  0.00     15  0  Urban
534700499 0   10/1/1944   55  0  14  61908.35   No  227344.93  Yes M 
Masters       Lawyer       43.43  Private    13190.00  1   Minivan     
Yes 2371.00  3    No   1  0.00     12  0  Urban
887417708 0   8/3/1926    73  0  6   62664.27   No  0.00       No  M 
Bachelors     Manager      33.14  Private    15070.00  1   Minivan     
Yes 0.00     0    No   5  0.00     8   0  Urban
269977287 0   8/4/1954    45  0  8   144466.52  No  0.00       No  F 
Masters       Manager      38.65  Private    24890.00  1   Minivan     
No  0.00     0    No   0  0.00     19  0  Urban
233611730 0   7/7/1941    58  0  8   4333.72    No  0.00       No  M 
Bachelors     Student      37.58  Commercial 7730.00   11  Pickup      
Yes 3229.00  2    No   5  4906.00  13  1  Urban
926132274 0   3/24/1959   40  0  13  77047.03   No  239932.99  Yes M 
Masters       Lawyer       41.07  Private    13200.00  4   Minivan     
No  20290.00 2    Yes  0  0.00     16  0  Urban
56102366  0   5/27/1946   53  0  13  86562.07   No  266574.81  Yes F 
Masters       Manager      5.00   Private    11900.00  17  SUV         
No  0.00     0    No   0  0.00     14  0  Urban
796741043 1   2/24/1954   45  3  15  20765.10   No  0.00       Yes F 
< High School Student      35.28  Private    15250.00  10  SUV         
No  0.00     0    No   1  0.00     8   0  Urban
291961707 0   2/21/1952   47  0  8   36233.66   No  151413.69  Yes F 
Bachelors     Manager      30.69  Commercial 30870.00  4   Sports Car  
No  0.00     0    No   3  0.00     5   0  Urban
622202543 0   1/3/1949    50  0  14  52751.81   No  168324.46  Yes M 
Bachelors     Blue Collar  81.88  Commercial 9670.00   6   Pickup      
Yes 0.00     0    No   0  0.00     8   0  Rural
337669668 0   4/22/1951   48  0  13  131395.97  No  304657.55  Yes M 
Masters       Lawyer       5.00   Private    3080.00   6   Minivan     
No  0.00     0    No   2  0.00     17  0  Urban
469064018 0   6/20/1971   28  1  0   0.00       Yes 0.00       No  M 
High School   Student      13.74  Private    15580.00  1   Minivan     
No  0.00     0    No   2  0.00     1   0  Urban
27283606  1   4/13/1959   40  1  13  71402.33   No  238348.85  Yes F 
Masters       Lawyer       43.96  Private    8640.00   4   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
588735599 0   12/26/1954  44  2  16  42392.74   No  150360.74  Yes M 
Bachelors     Blue Collar  26.98  Commercial 20040.00  12  Van         
Yes 0.00     0    No   0  0.00     13  0  Urban
550717937 3   3/9/1954    45  3  12  22737.63   Yes 0.00       No  F 
< High School Clerical     95.23  Private    13400.00  1   SUV         
No  8935.00  3    No   4  0.00     1   0  Urban
707481140 0   8/25/1936   63  0  9   61023.00   No  224449.01  Yes M 
Masters       Lawyer       48.33  Private    26620.00  8   Minivan     
No  0.00     0    No   5  0.00     13  0  Urban
209690435 0   9/12/1953   46  0  13  78005.14   No  267536.40  Yes F 
Masters       Lawyer       51.97  Private    16160.00  1   SUV         
No  0.00     0    No   2  0.00     11  0  Urban
981294220 0   6/6/1974    25  1  11  23244.54   Yes 0.00       No  M 
High School   Clerical     47.08  Private    7410.00   7   Pickup      
Yes 965.00   2    No   4  5642.00  7   1  Urban
959594346 0   3/14/1956   43  0  13  116115.56  No  335494.47  Yes F 
Masters       Manager      11.63  Private    17640.00  1   SUV         
No  0.00     0    No   0  0.00     18  0  Urban
126061188 1   8/14/1959   40  2  9   67295.36   No  220103.80  Yes F 
Bachelors     Blue Collar  44.42  Commercial 19620.00  14  Minivan     
No  0.00     0    No   1  1618.76  12  1  Urban
195286517 0   3/24/1962   37  1  8   86371.99   No  256431.24  Yes M 
PhD           Manager      30.57  Private    14670.00  1   Minivan     
Yes 32575.00 3    Yes  2  0.00     1   0  Urban
888150310 0   4/16/1942   57  0  9   50443.04   No  206150.02  Yes F 
Masters       Lawyer       23.88  Private    17960.00  4   SUV         
No  0.00     0    No   0  0.00     19  0  Urban
467744532 0   9/1/1957    42  0  3   27901.78   No  128039.39  Yes M 
< High School Clerical     31.11  Private    14710.00  6   Minivan     
No  0.00     0    No   1  0.00     7   0  Urban
901412520 0   2/2/1966    33  1  12  12509.73   No  122648.58  Yes M 
< High School Clerical     60.09  Private    6050.00   7   Pickup      
Yes 0.00     0    No   0  0.00     1   0  Rural
616849636 0   7/26/1969   30  0  8   57410.90   No  150043.56  No  F 
Masters       Manager      30.58  Private    11280.00  9   SUV         
No  3776.00  1    No   2  0.00     14  0  Urban
178507265 0   8/25/1961   38  2  9   122438.59  Yes 0.00       No  M 
Bachelors     Blue Collar  32.19  Commercial 24900.00  9   Panel Truck 
No  0.00     0    No   0  18855.93 11  1  Urban
837613639 0   3/18/1957   42  0  12  85425.68   No  243537.76  Yes M 
Bachelors     Professional 35.10  Commercial 10040.00  7   Pickup      
Yes 0.00     0    No   0  0.00     12  0  Rural
490269648 0   1/7/1953    46  0  12  50112.27   No  185272.61  Yes M 
Bachelors     Manager      51.95  Private    14370.00  1   Minivan     
Yes 2894.00  2    No   0  0.00     12  0  Urban
845296243 0   5/2/1952    47  0  13  10950.86   No  103160.43  Yes F 
Bachelors     Home Maker   37.42  Private    6200.00   4   SUV         
No  1862.00  2    No   0  0.00     9   0  Urban
499594855 0   8/2/1958    41  2  0   0.00       No  0.00       Yes M 
High School   Student      43.15  Commercial 10950.00  9   Pickup      
Yes 1050.00  3    No   0  0.00     1   0  Rural
233361667 0   12/4/1963   35  0  12  43222.34   No  199576.19  No  M 
Bachelors     Professional 54.98  Private    1500.00   6   Minivan     
Yes 0.00     0    No   0  0.00     15  0  Rural
689062140 0   4/10/1950   49  0  13  73909.61   No  250497.90  Yes M 
Bachelors     Blue Collar  61.53  Private    13790.00  7   Minivan     
Yes 8827.00  4    No   6  0.00     8   0  Urban
806349764 0   4/24/1940   59  0  14  75714.45   No  221495.51  No  M 
Bachelors     Professional 12.85  Private    17210.00  1   Van         
No  0.00     0    Yes  0  0.00     6   0  Urban
672745912 0   11/28/1942  56  0  11  41300.59   No  216049.92  No  M 
Bachelors     Clerical     53.73  Private    14310.00  1   Minivan     
Yes 0.00     0    No   0  0.00     9   0  Rural
543971880 0   3/8/1945    54  0  14  89674.37   No  261646.19  Yes M 
Masters       Lawyer       54.62  Private    11230.00  13  Minivan     
Yes 0.00     0    No   0  0.00     1   0  Urban
81804431  1   7/13/1954   45  2  13  81255.11   Yes 231143.25  No  F 
High School   Blue Collar  40.18  Private    15810.00  6   SUV         
No  0.00     0    Yes  0  5951.00  1   1  Urban
749101224 1   3/2/1961    38  2  0   0.00       No  0.00       Yes M 
High School   Student      16.89  Commercial 5300.00   1   Minivan     
Yes 2185.00  2    No   4  1897.00  5   1  Urban
341162899 0   5/3/1954    45  0  12  2887.30    No  0.00       No  M 
High School   Student      33.33  Commercial 5800.00   4   Pickup      
Yes 0.00     0    No   2  0.00     7   0  Urban
412509451 0   11/2/1959   40  0  12  31161.94   No  0.00       No  F 
< High School Blue Collar  9.11   Private    6100.00   6   Sports Car  
No  10224.00 1    No   3  1737.00  1   1  Urban
606143934 0   3/3/1948    51  0  7   40316.27   No  0.00       No  F 
Masters       Lawyer       43.94  Private    10630.00  7   SUV         
No  0.00     0    Yes  3  0.00     1   0  Rural
373550207 1   8/12/1957   42  4  0   0.00       Yes 93310.74   No  F 
High School   Student      51.33  Commercial 9090.00   16  SUV         
No  6195.00  2    No   0  5400.00  1   1  Urban
526517149 0   7/16/1945   54  0  9   276354.35  No  0.00       No  M 
PhD           Manager      26.42  Private    19570.00  6   Van         
Yes 48993.00 1    Yes  0  0.00     10  0  Urban
501699878 0   12/31/1958  40  1  16  66986.74   No  236896.94  Yes F 
Bachelors     Manager      28.23  Private    12200.00  13  Sports Car  
No  8216.00  3    No   6  0.00     11  0  Urban
632824663 0   3/10/1965   34  1  10  46770.60   Yes 181942.93  No  M 
Bachelors     Blue Collar  13.46  Commercial 15250.00  10  Minivan     
No  0.00     0    No   0  0.00     8   0  Urban
835340718 0   9/16/1951   48  0  9   77343.56   No  242830.23  No  M 
High School   Blue Collar  11.74  Commercial 24680.00  7   Panel Truck 
No  3319.00  3    No   2  6607.00  1   1  Urban
349350368 0   5/21/1947   52  0  9   40705.76   No  172715.33  Yes M 
High School   Professional 5.00   Commercial 26650.00  9   Panel Truck 
No  0.00     0    No   0  0.00     1   0  Urban
627873239 0   3/12/1953   46  0  9   63989.59   No  228402.40  No  M 
High School   Blue Collar  38.33  Commercial 8410.00   1   Pickup      
Yes 13251.00 2    Yes  3  3281.00  10  1  Urban
120982530 0   2/28/1955   44  2  14  182620.05  No  470024.69  Yes F 
PhD           Doctor       24.32  Private    14670.00  10  SUV         
No  0.00     0    No   2  0.00     18  0  Urban
360675457 0   10/18/1952  47  0  10  90801.58   No  300604.16  Yes F 
High School   Professional 15.71  Private    15280.00  7   SUV         
No  0.00     0    No   2  0.00     6   0  Urban
29118224  0   11/28/1948  50  0  0   0.00       No  73209.67   Yes F 
Masters       Home Maker   26.85  Private    18080.00  4   SUV         
No  0.00     0    No   0  0.00     18  0  Urban
545422306 0   6/12/1961   38  0  9   21001.46   No  110313.32  No  F 
High School   Clerical     49.92  Private    14990.00  1   SUV         
No  6055.00  1    No   5  2746.00  9   1  Urban
100830732 0   3/8/1957    42  2  13  7313.46    No  94968.88   Yes F 
Bachelors     Home Maker   24.68  Private    14300.00  17  SUV         
No  27090.00 1    No   5  0.00     9   0  Urban
334919457 0   12/5/1943   55  0  12  45953.76   No  0.00       No  F 
High School   Blue Collar  92.26  Private    7280.00   7   SUV         
No  5252.00  2    No   0  0.00     1   0  Urban
323766565 0   9/19/1953   46  1  9   49680.26   Yes 228046.14  No  M 
Bachelors     Blue Collar  49.55  Commercial 6100.00   3   Pickup      
No  2986.00  3    No   0  7145.00  5   1  Urban
469491663 0   8/23/1945   54  0  6   52206.02   No  188402.74  Yes M 
High School   Blue Collar  36.19  Commercial 12120.00  4   Minivan     
Yes 1520.00  3    No   8  5126.00  5   1  Urban
706306036 0   2/19/1944   55  0  13  240198.41  No  600591.12  Yes F 
PhD           Lawyer       30.77  Private    31020.00  1   Minivan     
No  0.00     0    Yes  3  0.00     1   0  Urban
497331046 0   9/29/1953   46  0  10  68485.32   No  228015.57  No  M 
Bachelors     Professional 12.63  Commercial 18820.00  16  Van         
No  7848.00  1    No   0  5102.00  13  1  Urban
895391382 0   9/16/1970   29  0  0   0.00       No  0.00       Yes F 
< High School Student      14.58  Private    4640.00   1   Sports Car  
No  8658.00  2    No   2  0.00     5   0  Urban
294762574 0   1/31/1956   43  0  11  69071.02   No  214052.53  No  M 
High School   Blue Collar  29.46  Commercial 13400.00  6   Minivan     
No  0.00     0    No   1  2819.00  12  1  Urban
887285113 0   12/10/1948  50  0  11  93033.54   No  273493.35  No  F 
Masters       Manager      30.13  Private    6600.00   1   Sports Car  
No  7013.00  2    No   0  0.00     19  0  Urban
299469508 0   5/15/1962   37  0  9   102272.20  No  0.00       No  F 
Masters       Manager      15.45  Private    8520.00   1   SUV         
No  0.00     0    No   0  0.00     14  0  Urban
277451766 0   4/11/1953   46  1  17  45297.54   No  137040.66  Yes M 
Masters       Manager      8.40   Private    14660.00  6   Minivan     
Yes 0.00     0    No   0  0.00     16  0  Urban
361828312 1   3/19/1960   39  2  0   0.00       No  87282.24   Yes F 
High School   Home Maker   26.82  Private    8490.00   1   SUV         
No  0.00     0    No   0  0.00     6   0  Urban
464069884 0   12/16/1945  53  0  11  21665.48   No  178317.88  Yes F 
< High School Blue Collar  39.52  Private    8970.00   6   SUV         
No  0.00     0    No   3  0.00     4   0  Rural
5571922   0   7/20/1964   35  0  7   52277.36   No  208304.75  Yes M 
High School   Blue Collar  41.38  Commercial 26840.00  3   Minivan     
No  0.00     0    No   0  0.00     1   0  Rural
478240154 0   12/7/1958   40  1  12  41001.81   Yes 0.00       No  F 
< High School Clerical     46.67  Private    12090.00  1   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
164287398 3   2/23/1956   43  3  10  36436.20   Yes 0.00       No  F 
< High School Blue Collar  45.65  Private    31000.00  1   Pickup      
No  0.00     0    Yes  5  7199.00  1   1  Urban
35225506  0   1/6/1965    34  3  17  17949.15   No  100772.78  Yes M 
High School   Blue Collar  65.26  Commercial 20060.00  17  Minivan     
Yes 10821.00 4    No   6  0.00     10  0  Urban
643127734 0   8/2/1949    50  0  13  42226.34   No  211401.85  Yes F 
High School   Blue Collar  61.21  Commercial 6500.00   9   Sports Car  
No  43963.00 2    Yes  0  4477.00  1   1  Urban
382334680 0   10/3/1964   35  0  8   96290.81   No  0.00       No  F 
Bachelors     Blue Collar  46.26  Commercial 14320.00  15  SUV         
No  3597.00  2    No   5  1700.00  5   1  Urban
175563953 0   10/21/1965  34  1  12  115617.36  No  257495.54  Yes M 
Masters       Professional 17.43  Private    13060.00  7   Minivan     
Yes 0.00     0    No   0  0.00     18  0  Urban
748139140 0   8/13/1948   51  0  13  16818.37   No  113607.31  Yes M 
< High School Clerical     19.23  Commercial 39520.00  6   Panel Truck 
Yes 0.00     0    No   0  0.00     1   0  Urban
621184691 0   1/17/1961   38  3  9   45467.93   No  201165.72  Yes F 
Bachelors     Blue Collar  29.83  Commercial 30600.00  7   Pickup      
No  38664.00 2    Yes  2  0.00     10  0  Urban
481902891 0   1/19/1940   59  0  11  35158.36   No  162721.63  Yes F 
High School   Clerical     22.89  Private    10920.00  1   SUV         
No  0.00     0    No   0  0.00     7   0  Rural
12064672  1   10/2/1954   45  1  14  49557.00   No  189358.49  Yes F 
Masters       Lawyer       52.14  Private    10960.00  4   SUV         
No  0.00     0    No   0  0.00     24  0  Urban
41744708  0   6/18/1946   53  0  12  34564.55   No  0.00       No  F 
High School   Blue Collar  49.48  Commercial 31900.00  10  Pickup      
No  0.00     0    No   0  0.00     1   0  Rural
499092484 0   1/13/1946   53  0  12  32353.98   No  179565.83  Yes F 
Bachelors     Home Maker   64.36  Private    27550.00  1   Pickup      
No  0.00     0    No   0  0.00     10  0  Rural
216677472 0   1/5/1963    36  3  12  62893.21   Yes 0.00       No  M 
Masters       Lawyer       37.15  Private    13630.00  3   Minivan     
Yes 0.00     0    No   0  0.00     17  0  Urban
641107587 0   10/28/1949  50  0  13  98890.48   No  288460.77  Yes M 
Masters       Lawyer       37.17  Private    34840.00  10  Minivan     
Yes 0.00     0    Yes  0  0.00     17  0  Urban
244334448 0   2/14/1952   47  0  11  95183.98   No  306410.49  No  M 
Bachelors     Professional 32.29  Commercial 9830.00   1   Pickup      
Yes 0.00     0    No   0  0.00     2   0  Rural
426770568 0   4/8/1959    40  0  11  32264.97   No  0.00       No  F 
High School   Clerical     46.50  Private    15850.00  1   Minivan     
No  0.00     0    No   0  5105.00  1   1  Urban
92204311  0   10/11/1949  50  0  13  91955.82   No  302275.25  Yes M 
Masters       Lawyer       41.24  Private    18320.00  1   Minivan     
Yes 0.00     0    No   0  0.00     15  0  Urban
535651754 0   8/3/1935    64  0  8   90354.12   No  280324.87  Yes M 
Masters       Lawyer       33.32  Private    16940.00  1   SUV         
No  0.00     0    Yes  3  0.00     15  0  Urban
846904796 0   8/23/1960   39  3  14  51523.90   Yes 0.00       No  F 
< High School Blue Collar  41.31  Private    10550.00  4   SUV         
No  8454.00  3    No   7  3857.00  1   1  Urban
520053066 0   11/1/1938   61  0  7   51428.45   No  242717.15  Yes M 
< High School Blue Collar  8.14   Private    7700.00   6   Sports Car  
Yes 14597.00 1    Yes  4  0.00     1   0  Rural
967096094 3   12/12/1962  36  3  10  60589.33   Yes 0.00       No  F 
Bachelors     Professional 16.22  Private    11160.00  10  SUV         
No  0.00     0    No   2  779.00   7   1  Urban
739530069 0   10/23/1961  38  0  7   2139.93    No  61482.30   No  F 
High School   Home Maker   19.40  Private    7930.00   4   Sports Car  
No  0.00     0    No   0  0.00     1   0  Rural
947782895 1   6/12/1957   42  2  13  39079.84   No  126088.34  Yes M 
High School   Clerical     11.79  Private    9610.00   1   Minivan     
No  0.00     0    No   4  0.00     10  0  Rural
298201589 0   3/12/1956   43  0  11  45416.24   No  146898.63  Yes F 
High School   Blue Collar  14.67  Commercial 10340.00  1   Sports Car  
No  0.00     0    No   3  9605.00  6   1  Urban
632067262 0   7/17/1944   55  0  15  73013.68   No  295578.92  Yes M 
Masters       Professional 5.00   Private    1500.00   13  Minivan     
No  26544.00 2    Yes  0  0.00     13  0  Rural
60512183  1   1/22/1952   47  0  6   77884.91   No  234009.40  Yes F 
Bachelors     Manager      20.05  Commercial 19040.00  4   Minivan     
No  0.00     0    No   0  0.00     15  0  Urban
401624808 0   7/15/1956   43  0  10  13076.75   No  0.00       No  F 
< High School Home Maker   21.79  Private    7110.00   1   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
387596331 0   1/28/1961   38  0  9   62290.45   No  223013.32  No  F 
Bachelors     Blue Collar  21.65  Commercial 14640.00  11  Minivan     
No  0.00     0    Yes  0  3667.00  9   1  Urban
320720333 0   10/24/1948  51  0  5   83967.27   No  215940.51  Yes M 
Bachelors     Professional 54.50  Private    19420.00  9   Minivan     
No  2476.00  3    No   5  0.00     6   0  Urban
596890593 0   9/30/1965   34  3  0   0.00       Yes 0.00       No  M 
High School   Student      43.80  Commercial 31810.00  6   Panel Truck 
Yes 1157.00  3    No   0  8138.00  1   1  Urban
710640517 0   5/20/1950   49  0  11  172229.66  No  488497.20  Yes F 
Bachelors     Professional 16.84  Private    32320.00  7   SUV         
No  0.00     0    No   0  0.00     8   0  Urban
498146968 0   6/29/1961   38  0  13  23711.39   No  0.00       No  M 
High School   Clerical     24.14  Private    7670.00   10  Pickup      
Yes 3158.00  3    No   5  5759.00  9   1  Urban
181478559 0   7/16/1954   45  0  15  65165.63   No  254585.85  Yes F 
PhD           Doctor       40.53  Private    11500.00  3   Sports Car  
No  38411.00 1    Yes  0  5866.00  15  1  Urban
647189153 0   9/7/1951    48  0  11  64578.61   No  250108.52  No  F 
Bachelors     Manager      30.01  Private    13140.00  13  SUV         
No  7503.00  2    No   5  0.00     9   0  Urban
587381925 0   5/7/1958    41  0  11  51764.60   No  195291.61  No  F 
High School   Professional 40.26  Private    5600.00   12  SUV         
No  5259.00  1    No   5  0.00     1   0  Urban
284416137 0   2/2/1973    26  1  7   21825.79   No  114768.93  Yes F 
High School   Clerical     64.14  Private    3680.00   6   SUV         
No  18428.00 1    Yes  5  0.00     9   0  Rural
694799672 0   2/24/1937   62  0  13  25406.87   No  151031.52  Yes M 
High School   Clerical     13.44  Private    12930.00  4   Sports Car  
No  0.00     0    No   1  0.00     4   0  Urban
860210033 0   10/28/1951  48  0  0   0.00       No  0.00       No  M 
High School   Student      53.82  Commercial 8750.00   4   Pickup      
No  1058.00  2    No   6  0.00     9   0  Rural
956104436 0   8/27/1953   46  0  0   0.00       No  0.00       Yes F 
< High School Student      57.20  Private    6420.00   4   SUV         
No  0.00     0    No   0  0.00     6   0  Rural
670267876 1   12/3/1940   58  2  14  36625.85   Yes 0.00       No  M 
High School   Blue Collar  34.47  Commercial 19790.00  3   Van         
Yes 0.00     0    No   4  4629.00  10  1  Urban
591761636 0   2/15/1946   53  0  12  25972.11   No  97541.41   Yes F 
High School   Clerical     20.80  Private    10860.00  1   SUV         
No  2457.00  2    No   4  4797.00  6   1  Urban
19613798  0   3/3/1959    40  0  11  62849.27   No  225933.59  Yes F 
Bachelors     Professional 40.89  Private    11780.00  1   Sports Car  
No  0.00     0    No   3  3658.81  8   1  Urban
228483753 0   8/28/1949   50  0  13  172108.78  No  439996.39  Yes F 
PhD           Home Maker   49.69  Private    23710.00  3   Pickup      
No  7348.00  2    No   0  0.00     9   0  Urban
468311605 0   11/7/1949   50  0  13  41240.34   No  187815.44  Yes F 
High School   Clerical     15.89  Private    24810.00  6   SUV         
No  4053.00  3    No   0  0.00     1   0  Urban
146492809 0   5/11/1966   33  2  10  59473.21   No  203200.41  Yes F 
High School   Clerical     22.65  Private    10750.00  1   SUV         
No  5676.00  2    No   4  0.00     9   0  Urban
960510830 1   12/27/1956  42  1  13  25859.99   No  102424.67  Yes F 
High School   Clerical     53.54  Private    7140.00   1   SUV         
No  6983.00  2    No   5  0.00     9   0  Urban
657516250 0   6/29/1965   34  3  15  26777.01   Yes 0.00       No  F 
High School   Clerical     5.00   Private    4900.00   3   Sports Car  
No  1620.00  1    No   7  9769.45  6   1  Urban
461800201 0   8/5/1947    52  0  13  59496.33   No  214625.85  Yes F 
Bachelors     Professional 17.07  Private    14070.00  10  Minivan     
No  0.00     0    No   0  0.00     14  0  Urban
362490912 0   7/8/1964    35  0  9   19639.29   No  0.00       No  F 
High School   Clerical     45.22  Private    20860.00  4   Minivan     
Yes 0.00     0    No   0  0.00     1   0  Urban
704518517 0   4/3/1950    49  0  15  23672.19   No  98437.33   Yes F 
High School   Clerical     68.04  Private    21530.00  4   Minivan     
No  0.00     0    No   4  0.00     4   0  Rural
121978235 0   9/24/1959   40  0  10  59566.19   No  207187.33  No  F 
High School   Blue Collar  14.98  Commercial 8260.00   13  SUV         
No  0.00     0    No   1  1139.00  5   1  Urban
757463764 0   12/31/1951  47  0  14  50541.57   No  234379.22  Yes M 
Bachelors     Professional 51.62  Private    12340.00  1   Minivan     
No  11471.00 2    No   0  0.00     8   0  Urban
187424871 0   12/18/1951  47  0  15  34131.97   No  147154.52  Yes F 
High School   Blue Collar  53.30  Commercial 9610.00   4   Minivan     
No  5047.00  1    No   3  5479.00  8   1  Urban
961217357 1   10/8/1952   47  1  12  172090.58  No  374375.87  Yes M 
PhD           Manager      5.00   Commercial 23410.00  6   Panel Truck 
Yes 0.00     0    No   0  0.00     16  0  Urban
414075321 1   5/31/1956   43  1  14  115960.42  Yes 0.00       No  F 
High School   Blue Collar  17.20  Commercial 29570.00  17  Pickup      
No  0.00     0    No   0  0.00     7   0  Rural
256031945 0   7/5/1948    51  0  10  83235.48   No  0.00       No  M 
Masters       Manager      10.48  Commercial 30400.00  3   Panel Truck 
Yes 0.00     0    No   0  0.00     11  0  Urban
231067135 0   4/20/1969   30  4  11  77207.22   Yes 318564.78  No  F 
Bachelors     Blue Collar  34.43  Commercial 21160.00  10  SUV         
No  35118.00 1    Yes  2  0.00     11  0  Urban
212393500 0   4/13/1955   44  3  12  118031.99  No  337903.53  Yes M 
Bachelors     Professional 23.44  Private    5900.00   1   Pickup      
No  0.00     0    No   0  0.00     1   0  Rural
603409480 0   2/7/1940    59  0  11  40218.67   No  226112.60  Yes F 
Bachelors     Professional 21.32  Private    13820.00  4   SUV         
No  0.00     0    No   1  0.00     10  0  Urban
849590952 0   8/24/1974   25  4  11  49575.55   Yes 160042.28  No  F 
Masters       Manager      5.00   Private    6460.00   6   SUV         
No  3862.00  2    No   1  2576.00  16  1  Urban
349512324 0   11/6/1947   52  0  11  123426.07  No  361687.91  Yes M 
Bachelors     Manager      34.51  Commercial 36200.00  1   Panel Truck 
Yes 0.00     0    No   0  0.00     12  0  Urban
370878011 0   3/25/1973   26  1  11  42687.39   Yes 0.00       No  F 
High School   Blue Collar  35.32  Commercial 17200.00  1   Minivan     
No  0.00     0    No   6  4130.00  1   1  Urban
143755423 0   5/22/1945   54  0  12  228160.16  No  569361.01  No  F 
PhD           Manager      20.76  Private    30490.00  4   Minivan     
No  0.00     0    No   4  0.00     18  0  Urban
381092644 0   12/21/1940  58  0  11  178147.39  No  0.00       No  M 
Masters       Lawyer       38.93  Private    1500.00   10  Minivan     
No  0.00     0    No   0  0.00     17  0  Urban
288450206 0   3/30/1933   66  0  15  35095.22   No  200580.98  Yes M 
Bachelors     Manager      39.71  Private    25280.00  6   Pickup      
No  2596.00  2    No   2  0.00     17  0  Urban
699677378 0   1/4/1961    38  0  8   83303.64   No  234493.06  Yes F 
Bachelors     Clerical     10.02  Private    16160.00  1   SUV         
No  20337.00 2    Yes  3  0.00     17  0  Urban
43907272  0   8/18/1955   44  0  9   92022.27   No  232327.46  Yes M 
Bachelors     Blue Collar  39.77  Commercial 19090.00  13  Van         
Yes 0.00     0    No   2  0.00     6   0  Rural
389054427 0   12/10/1972  26  2  12  41746.49   Yes 0.00       No  M 
High School   Manager      41.02  Commercial 8270.00   10  Pickup      
No  6081.00  4    No   0  3543.52  1   1  Urban
779542452 0   8/5/1960    39  1  12  80186.48   Yes 0.00       No  F 
Bachelors     Professional 19.27  Private    14020.00  1   Minivan     
No  6642.00  1    No   2  0.00     14  0  Urban
211999932 0   8/27/1957   42  1  13  126762.13  Yes 0.00       No  F 
PhD           Doctor       53.95  Private    18380.00  10  SUV         
No  5279.00  3    No   0  0.00     13  0  Urban
813209345 0   3/3/1953    46  0  10  70191.02   No  218830.68  Yes M 
Bachelors     Manager      29.79  Private    31500.00  4   Minivan     
No  0.00     0    No   0  0.00     10  0  Urban
463528048 0   4/18/1944   55  0  13  108409.00  No  307729.65  Yes M 
Bachelors     Blue Collar  56.15  Private    20260.00  10  Minivan     
No  0.00     0    No   3  0.00     10  0  Urban
480584902 1   11/9/1963   36  2  12  95941.55   Yes 0.00       No  F 
Masters       Manager      46.27  Private    14690.00  4   SUV         
No  17070.00 2    Yes  6  2124.00  19  1  Urban
559557436 0   6/1/1949    50  0  1   76489.37   No  259139.20  Yes F 
Masters       Lawyer       33.19  Private    14150.00  1   SUV         
No  0.00     0    No   4  0.00     13  0  Urban
506795126 0   7/16/1963   36  0  11  37868.63   No  160541.58  Yes F 
Bachelors     Clerical     13.23  Private    8890.00   4   SUV         
No  0.00     0    No   1  0.00     7   0  Urban
626386365 0   4/6/1945    54  0  14  54438.55   No  199224.10  Yes M 
Bachelors     Professional 17.90  Commercial 22900.00  10  Panel Truck 
Yes 0.00     0    No   0  0.00     11  0  Urban
747557690 0   8/5/1949    50  0  6   67487.60   No  206632.08  Yes M 
Bachelors     Manager      52.06  Private    17000.00  6   Minivan     
No  0.00     0    No   2  0.00     6   0  Urban
313976839 0   3/13/1950   49  0  12  71511.58   No  0.00       No  F 
Masters       Manager      26.62  Private    13550.00  1   Sports Car  
No  0.00     0    No   0  0.00     18  0  Urban
422139546 0   5/15/1951   48  0  14  58291.05   No  244454.48  Yes M 
Masters       Lawyer       46.64  Private    16200.00  1   Minivan     
Yes 4751.00  3    No   0  0.00     15  0  Urban
613111197 0   12/10/1944  54  0  14  70631.82   No  250306.71  Yes M 
Bachelors     Professional 56.17  Private    19750.00  4   Minivan     
Yes 0.00     0    No   4  0.00     16  0  Rural
965145602 0   2/24/1941   58  0  14  213891.78  No  507584.47  Yes F 
PhD           Doctor       34.30  Private    28690.00  6   Minivan     
No  0.00     0    No   0  0.00     17  0  Urban
623678383 0   1/8/1953    46  0  11  33913.79   No  0.00       No  F 
Bachelors     Clerical     24.90  Commercial 16300.00  1   Van         
No  0.00     0    No   1  0.00     8   0  Urban
589941468 0   5/21/1945   54  0  10  35090.23   No  188255.33  No  F 
High School   Clerical     40.40  Private    14650.00  1   SUV         
No  0.00     0    No   0  0.00     6   0  Rural
924192681 1   7/29/1962   37  2  10  110006.65  Yes 243815.73  No  F 
High School   Blue Collar  43.95  Private    16200.00  4   SUV         
No  0.00     0    No   4  0.00     6   0  Rural
83279162  0   6/19/1949   50  0  0   0.00       No  105910.47  Yes F 
Masters       Home Maker   25.41  Private    6500.00   1   Minivan     
No  0.00     0    No   0  0.00     8   0  Rural
865309812 0   10/31/1953  46  0  13  33953.49   No  164541.77  Yes M 
< High School Blue Collar  31.53  Private    12040.00  4   Minivan     
Yes 0.00     0    No   0  2535.00  6   1  Urban
935373926 1   6/28/1960   39  1  13  13764.90   No  82223.10   Yes F 
< High School Clerical     27.82  Private    22960.00  1   Minivan     
No  0.00     0    No   0  3505.00  1   1  Urban
991218940 0   3/6/1949    50  0  15  51005.81   No  182511.83  No  M 
High School   Blue Collar  51.77  Commercial 11600.00  1   Minivan     
No  0.00     0    No   0  0.00     1   0  Rural
806699134 0   6/28/1948   51  0  0   0.00       No  0.00       No  F 
< High School Home Maker   36.48  Private    7500.00   1   SUV         
No  0.00     0    No   1  0.00     4   0  Rural
853397784 0   2/5/1968    31  2  13  9961.32    No  94727.47   Yes F 
< High School Home Maker   52.52  Private    5860.00   1   SUV         
No  0.00     0    Yes  0  0.00     4   0  Rural
527087402 0   10/15/1950  49  0  13  55446.92   No  0.00       No  F 
< High School Blue Collar  5.00   Private    13650.00  17  SUV         
No  7062.00  3    No   0  1157.82  1   1  Urban
921318752 0   9/29/1954   45  0  8   40367.83   No  171247.71  Yes F 
Bachelors     Professional 37.13  Private    10040.00  1   SUV         
No  0.00     0    No   0  0.00     8   0  Rural
803849526 0   11/9/1937   62  0  18  48349.72   No  241410.70  Yes F 
Masters       Professional 39.48  Private    16860.00  3   Sports Car  
No  27425.00 3    No   0  0.00     16  0  Urban
601345223 0   11/2/1946   53  0  13  26428.78   No  163089.95  Yes F 
< High School Blue Collar  41.70  Private    9440.00   1   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
752768207 0   6/22/1962   37  0  10  21484.45   No  0.00       No  M 
High School   Clerical     34.63  Private    9780.00   10  Pickup      
No  40648.00 3    Yes  2  0.00     1   0  Urban
462280428 0   10/21/1965  34  4  16  72641.16   No  230443.03  Yes M 
Bachelors     Clerical     14.52  Private    4800.00   6   Pickup      
Yes 0.00     0    No   3  0.00     9   0  Urban
533351979 0   8/6/1954    45  0  11  53555.78   No  167504.65  Yes M 
< High School Blue Collar  62.90  Commercial 21290.00  13  Van         
Yes 0.00     0    No   0  0.00     1   0  Urban
790747427 0   2/7/1957    42  0  14  40479.77   No  164701.28  Yes M 
Bachelors     Clerical     71.05  Commercial 10830.00  6   Pickup      
Yes 0.00     0    No   0  14811.10 13  1  Urban
25537181  0   11/13/1960  39  0  12  70862.01   No  225344.63  Yes M 
Bachelors     Blue Collar  48.02  Private    4740.00   6   Pickup      
Yes 0.00     0    Yes  0  5005.00  6   1  Urban
179014507 0   2/23/1956   43  0  7   29435.11   No  0.00       No  F 
High School   Clerical     36.90  Private    27500.00  4   Minivan     
No  0.00     0    No   3  0.00     1   0  Rural
869972677 0   2/16/1943   56  0  3   37351.82   No  0.00       No  M 
Masters       Lawyer       20.01  Private    13340.00  1   Minivan     
Yes 0.00     0    No   1  0.00     20  0  Rural
924629937 0   8/15/1967   32  3  0   0.00       No  0.00       Yes F 
Bachelors     Home Maker   75.36  Private    4700.00   6   Sports Car  
No  0.00     0    No   0  0.00     11  0  Rural
446952687 0   2/2/1955    44  2  14  23540.80   No  171927.75  Yes F 
< High School Clerical     49.15  Private    6250.00   1   SUV         
No  0.00     0    No   3  0.00     5   0  Urban
376805275 0   12/18/1941  57  0  14  100985.15  No  280767.75  Yes F 
Masters       Lawyer       8.40   Private    22710.00  6   SUV         
No  4531.00  3    No   2  0.00     15  0  Urban
503597559 0   8/3/1967    32  3  0   0.00       No  64184.06   Yes F 
Bachelors     Home Maker   51.45  Private    13140.00  6   Sports Car  
No  0.00     0    No   0  5273.00  4   1  Rural
458303466 0   10/9/1958   41  3  16  18350.88   No  0.00       Yes F 
High School   Student      30.25  Commercial 11720.00  7   Pickup      
Yes 0.00     0    Yes  2  0.00     6   0  Urban
203404166 0   6/12/1980   19  3  11  5228.41    Yes 0.00       No  F 
High School   Student      28.42  Commercial 15080.00  14  SUV         
No  0.00     0    No   4  7085.00  10  1  Urban
773135844 0   5/26/1953   46  0  6   112465.07  No  0.00       No  M 
Masters       Manager      36.29  Commercial 24330.00  1   Panel Truck 
Yes 1401.00  1    No   0  5992.00  14  1  Urban
216600666 0   12/18/1948  50  0  13  81613.53   No  0.00       No  M 
Masters       Lawyer       32.40  Private    21870.00  12  Minivan     
No  0.00     0    No   5  0.00     16  0  Urban
412642631 0   11/30/1953  45  2  13  29754.30   Yes 0.00       No  F 
Masters       Lawyer       12.24  Private    19350.00  10  Minivan     
No  0.00     0    No   0  0.00     10  0  Urban
55986085  0   9/17/1954   45  1  10  69411.14   Yes 0.00       No  F 
High School   Blue Collar  33.86  Commercial 12940.00  7   Minivan     
No  0.00     0    Yes  1  0.00     1   0  Urban
78210383  1   12/5/1954   44  2  5   28833.16   No  183748.04  Yes M 
< High School Clerical     36.48  Private    20550.00  1   Van         
Yes 0.00     0    No   3  0.00     1   0  Rural
202267060 0   12/10/1947  51  0  9   102329.98  No  319224.03  Yes F 
Bachelors     Manager      21.55  Private    16830.00  6   Minivan     
No  0.00     0    No   1  0.00     9   0  Urban
189475807 1   1/28/1959   40  2  14  67700.14   Yes 200230.85  No  M 
Bachelors     Manager      47.14  Private    17430.00  1   Van         
Yes 6452.00  4    No   4  4847.68  7   1  Urban
165063774 0   4/15/1960   39  0  13  31348.28   No  148482.93  Yes F 
Masters       Lawyer       18.75  Private    8530.00   4   Minivan     
No  0.00     0    Yes  0  0.00     15  0  Urban
79590937  0   1/18/1945   54  1  11  43673.09   Yes 172394.96  No  F 
High School   Blue Collar  38.54  Commercial 18690.00  7   Minivan     
No  0.00     0    No   1  53796.20 1   1  Urban
220614099 0   3/19/1943   56  0  13  69152.01   No  250572.33  No  F 
Bachelors     Professional 6.56   Private    14020.00  7   SUV         
No  0.00     0    Yes  0  0.00     14  0  Urban
219393180 0   12/1/1960   38  0  13  126747.12  No  311194.86  Yes F 
PhD           Professional 8.93   Private    17970.00  11  Minivan     
No  3381.00  1    No   7  0.00     22  0  Urban
656412065 0   2/28/1973   26  0  10  12239.83   No  101334.35  No  F 
< High School Student      20.53  Private    5320.00   1   Sports Car  
No  6094.00  2    No   0  3758.00  6   1  Urban
387262623 0   3/26/1949   50  0  8   30956.45   No  166845.93  Yes M 
High School   Clerical     11.16  Commercial 17400.00  4   Van         
No  3288.00  2    No   3  4536.00  7   1  Urban
542686402 0   6/11/1957   42  2  11  10806.35   Yes 0.00       No  F 
< High School Clerical     5.00   Private    8230.00   10  Sports Car  
No  0.00     0    No   0  0.00     1   0  Rural
872772824 0   5/4/1956    43  3  0   0.00       No  0.00       Yes F 
High School   Student      62.49  Private    12410.00  10  SUV         
No  0.00     0    No   0  0.00     1   0  Rural
281636972 0   4/13/1954   45  0  15  15150.98   No  119433.88  Yes F 
< High School Clerical     39.58  Private    10380.00  4   SUV         
No  0.00     0    No   2  0.00     1   0  Urban
144269185 0   3/18/1942   57  0  14  51120.82   No  177370.60  Yes M 
High School   Clerical     34.61  Commercial 7100.00   1   Pickup      
Yes 0.00     0    No   0  0.00     1   0  Urban
860204052 0   1/19/1958   41  0  11  48230.27   No  0.00       No  M 
High School   Blue Collar  44.79  Commercial 14540.00  7   Minivan     
No  2157.00  2    No   2  0.00     1   0  Urban
986720801 2   10/24/1958  41  3  14  17320.95   No  109834.88  Yes F 
< High School Blue Collar  24.03  Private    6530.00   4   Sports Car  
No  0.00     0    No   3  0.00     1   0  Urban
352463503 0   11/4/1953   46  0  13  72383.31   No  224699.53  Yes M 
Bachelors     Professional 30.77  Private    13340.00  10  Minivan     
No  3990.00  2    No   0  1592.00  9   1  Urban
987659359 1   5/13/1935   64  2  15  42332.08   No  186390.30  Yes F 
< High School Clerical     23.65  Private    5730.00   4   Sports Car  
No  0.00     0    No   2  0.00     1   0  Rural
125989625 1   4/30/1956   43  1  12  71234.83   Yes 0.00       No  M 
Bachelors     Professional 12.40  Private    17160.00  1   Van         
No  3744.00  2    No   0  4340.00  6   1  Urban
805970222 1   1/15/1959   40  3  14  51400.80   Yes 179590.11  No  M 
Bachelors     Blue Collar  15.10  Commercial 6640.00   9   Minivan     
No  0.00     0    No   0  0.00     6   0  Rural
263132719 0   5/11/1955   44  2  11  41935.31   Yes 150973.10  No  M 
< High School Blue Collar  38.56  Private    10090.00  6   Minivan     
No  0.00     0    No   0  0.00     6   0  Urban
495572630 0   4/3/1949    50  0  10  16917.10   No  92745.15   Yes F 
< High School Clerical     22.82  Private    14990.00  10  Minivan     
No  0.00     0    No   0  0.00     1   0  Urban
92741602  1   6/20/1954   45  2  12  47906.55   Yes 0.00       No  F 
Bachelors     Clerical     39.55  Private    11930.00  7   Minivan     
No  4658.00  3    No   6  1538.00  9   1  Urban
331601279 0   3/19/1958   41  0  11  95902.51   No  285983.44  Yes F 
Bachelors     Professional 30.04  Commercial 39540.00  1   Van         
No  6599.00  2    No   6  6693.00  8   1  Urban
186660483 0   5/9/1971    28  4  0   0.00       Yes 81076.28   No  F 
< High School Home Maker   27.09  Private    4300.00   1   SUV         
No  0.00     0    No   0  3490.00  6   1  Urban
294453398 2   7/12/1961   38  2  10  61957.31   No  233448.72  Yes F 
High School   Blue Collar  5.00   Private    11500.00  10  SUV         
No  0.00     0    No   0  0.00     1   0  Rural
669900520 0   10/10/1953  46  0  9   52338.47   No  199440.62  Yes F 
High School   Blue Collar  42.61  Commercial 15840.00  4   SUV         
No  0.00     0    No   1  0.00     1   0  Urban
706306036 0   2/19/1944   55  0  13  240198.41  No  600591.12  Yes F 
PhD           Lawyer       46.03  Private    31640.00  6   Minivan     
No  0.00     0    No   0  0.00     1   0  Urban
423872499 0   4/15/1953   46  0  11  114923.79  No  298660.23  Yes M 
High School   Blue Collar  50.72  Commercial 38600.00  9   Panel Truck 
Yes 0.00     0    No   0  0.00     8   0  Rural
652680644 3   2/1/1954    45  3  14  51164.71   No  218258.01  Yes M 
Masters       Lawyer       44.83  Private    12310.00  1   Minivan     
Yes 0.00     0    Yes  0  4953.00  10  1  Urban
611794581 0   12/15/1937  61  0  15  103017.30  No  332631.18  Yes M 
Bachelors     Professional 19.14  Commercial 36370.00  1   Van         
Yes 0.00     0    No   0  0.00     17  0  Urban
610279903 0   2/7/1950    49  0  11  9443.95    No  0.00       No  M 
High School   Student      32.69  Commercial 6400.00   3   Pickup      
No  5551.00  2    No   4  4735.00  7   1  Urban
427672605 0   8/18/1955   44  0  12  69356.52   No  0.00       No  F 
Bachelors     Professional 45.92  Private    13240.00  4   SUV         
No  0.00     0    No   1  0.00     5   0  Urban
83908393  0   8/6/1957    42  0  9   117739.94  No  327211.98  No  M 
Bachelors     Blue Collar  43.10  Commercial 13270.00  7   Minivan     
No  0.00     0    No   0  0.00     12  0  Urban
721260296 0   10/21/1951  48  0  10  45684.96   No  153260.77  Yes M 
< High School Blue Collar  25.09  Private    15610.00  6   Minivan     
No  0.00     0    No   0  0.00     3   0  Urban
255252716 1   2/18/1954   45  2  14  12106.15   Yes 0.00       No  F 
Bachelors     Student      44.40  Commercial 7210.00   1   Sports Car  
No  36236.00 3    Yes  2  5109.00  12  1  Urban
332153461 0   2/19/1952   47  0  8   63935.83   No  241911.84  No  F 
High School   Blue Collar  47.89  Private    16670.00  1   Minivan     
No  11375.00 3    No   6  0.00     1   0  Urban
570538751 2   4/10/1954   45  3  0   0.00       No  71935.70   Yes F 
High School   Home Maker   35.59  Private    13110.00  1   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
610125315 0   4/1/1957    42  2  11  69825.10   Yes 0.00       No  F 
Bachelors     Professional 40.29  Private    22780.00  4   Sports Car  
No  0.00     0    No   0  0.00     12  0  Rural
549927672 0   12/31/1941  57  0  12  59304.94   No  214635.09  No  F 
Masters       Lawyer       15.74  Private    28000.00  4   Minivan     
No  0.00     0    No   2  0.00     14  0  Urban
326976641 0   7/2/1943    56  0  16  47861.92   No  0.00       No  F 
Masters       Professional 55.78  Private    27320.00  7   Minivan     
No  0.00     0    No   0  0.00     13  0  Urban
309073153 0   5/21/1967   32  1  8   76002.18   No  232538.16  Yes F 
Bachelors     Professional 48.78  Private    12300.00  1   SUV         
No  8223.00  1    No   4  0.00     12  0  Urban
19890031  0   1/6/1951    48  0  8   139380.24  No  388124.27  Yes M 
Masters       Lawyer       52.99  Private    14740.00  3   Minivan     
Yes 0.00     0    No   1  0.00     12  0  Urban
733541656 0   9/18/1951   48  0  14  69643.18   No  245463.48  No  M 
Bachelors     Clerical     32.67  Commercial 9970.00   10  Pickup      
Yes 0.00     0    No   0  0.00     1   0  Urban
592286959 0   10/22/1962  37  1  14  76930.50   No  280066.76  Yes F 
Bachelors     Professional 11.42  Private    12890.00  1   Minivan     
No  0.00     0    No   2  0.00     9   0  Urban
227672007 0   11/3/1948   51  0  15  142520.80  No  353218.02  Yes F 
Bachelors     Manager      36.23  Private    22440.00  1   Minivan     
No  0.00     0    No   0  0.00     11  0  Urban
561506095 0   3/16/1972   27  3  13  26012.23   No  128197.41  Yes F 
High School   Clerical     5.00   Private    19250.00  6   SUV         
No  0.00     0    No   2  0.00     5   0  Urban
19903973  0   10/9/1958   41  0  0   0.00       No  0.00       Yes F 
< High School Student      17.95  Private    3550.00   9   SUV         
No  0.00     0    No   2  0.00     1   0  Rural
420153981 0   8/18/1948   51  0  8   25151.87   No  0.00       No  F 
Masters       Manager      51.05  Private    22480.00  6   Pickup      
No  0.00     0    No   3  0.00     16  0  Urban
464738176 0   10/29/1958  41  0  0   0.00       No  68224.15   No  F 
< High School Home Maker   44.10  Private    2320.00   6   SUV         
No  0.00     0    No   0  0.00     5   0  Rural
751118615 0   6/9/1937    62  0  14  25482.07   No  170407.87  Yes F 
Masters       Lawyer       8.18   Private    7790.00   1   Sports Car  
No  9348.00  4    No   0  0.00     13  0  Urban
282603533 0   7/6/1951    48  0  12  111782.67  No  0.00       No  M 
Bachelors     Manager      22.45  Private    1500.00   1   Minivan     
No  4724.00  2    No   0  0.00     15  0  Urban
449939222 0   9/12/1967   32  2  15  29206.14   No  146212.12  Yes F 
High School   Clerical     24.14  Private    13390.00  1   Pickup      
No  4447.00  1    No   0  7776.00  8   1  Urban
926349945 0   7/27/1951   48  0  7   70307.77   No  0.00       No  F 
Bachelors     Professional 5.00   Private    27540.00  4   Pickup      
No  0.00     0    No   0  0.00     11  0  Urban
561706935 0   8/23/1957   42  3  11  74355.21   No  260194.79  Yes F 
Bachelors     Blue Collar  46.92  Commercial 30110.00  1   Pickup      
No  0.00     0    No   0  0.00     13  0  Rural
970158560 2   7/15/1952   47  0  12  128796.29  No  393865.51  Yes M 
Masters       Professional 64.19  Private    11460.00  1   SUV         
No  0.00     0    No   0  0.00     16  0  Urban
660187356 0   5/17/1966   33  0  10  93522.24   No  0.00       No  F 
Masters       Lawyer       36.35  Private    3500.00   1   SUV         
No  42413.00 3    No   1  0.00     18  0  Urban
788883833 0   3/7/1973    26  1  0   0.00       Yes 0.00       No  F 
Bachelors     Home Maker   65.32  Private    25940.00  6   Minivan     
No  0.00     0    No   0  0.00     7   0  Rural
251910175 0   10/30/1965  34  3  0   0.00       No  74744.31   Yes F 
Bachelors     Home Maker   35.50  Private    4900.00   7   SUV         
No  8272.00  2    No   0  0.00     6   0  Urban
305897392 0   7/7/1943    56  0  12  43369.48   No  197904.37  No  F 
Masters       Lawyer       19.84  Private    32050.00  6   Minivan     
No  0.00     0    No   0  0.00     18  0  Urban
572638158 0   9/2/1969    30  2  10  7132.13    Yes 0.00       No  M 
< High School Student      17.89  Commercial 4700.00   3   Pickup      
Yes 1739.00  2    No   4  0.00     1   0  Urban
986607982 0   9/15/1955   44  4  0   0.00       No  100846.49  Yes F 
Bachelors     Home Maker   35.86  Private    1500.00   4   Sports Car  
No  9637.00  1    No   0  0.00     13  0  Urban
281304815 0   8/16/1944   55  0  0   0.00       No  135832.13  Yes F 
High School   Student      5.00   Private    22040.00  10  Pickup      
No  3707.00  2    No   0  0.00     1   0  Urban
660320432 1   1/12/1956   43  1  11  73247.49   Yes 0.00       No  F 
Masters       Lawyer       11.72  Private    24000.00  7   Sports Car  
No  0.00     0    Yes  0  0.00     16  0  Urban
832864413 0   3/30/1975   24  1  10  9761.50    No  92374.11   Yes F 
Bachelors     Professional 66.10  Private    11320.00  10  Sports Car  
Yes 14584.00 2    Yes  10 2009.00  0   1  Urban
373542117 0   6/13/1966   33  3  13  163436.49  No  393599.69  Yes F 
Bachelors     Manager      24.70  Private    21140.00  11  SUV         
No  0.00     0    No   0  0.00     9   0  Urban
238657060 0   3/20/1953   46  0  14  129798.13  No  312179.76  Yes F 
Masters       Manager      18.68  Commercial 23550.00  1   Pickup      
No  0.00     0    No   0  0.00     12  0  Urban
50270043  1   7/15/1957   42  2  12  46177.40   No  159805.61  Yes M 
High School   Blue Collar  27.83  Commercial 21620.00  6   Minivan     
Yes 6271.00  1    No   0  0.00     10  0  Urban
284503295 0   3/11/1954   45  0  11  106015.10  No  263347.96  Yes F 
Masters       Lawyer       13.72  Private    18910.00  10  Pickup      
No  32915.00 1    No   3  0.00     15  0  Urban
853116074 0   5/4/1940    59  0  13  82230.59   No  270287.74  Yes F 
High School   Professional 58.04  Private    15620.00  1   SUV         
No  2978.00  2    Yes  4  0.00     1   0  Urban
820301439 0   2/6/1951    48  0  14  96659.23   No  246611.64  Yes F 
Bachelors     Blue Collar  61.40  Commercial 18490.00  9   SUV         
No  4906.00  1    No   0  1853.00  7   1  Urban
618722704 0   5/22/1952   47  0  12  94522.74   No  268445.14  Yes F 
Masters       Lawyer       46.27  Private    7300.00   7   Sports Car  
No  0.00     0    No   0  0.00     23  0  Urban
708296698 0   1/29/1943   56  0  6   103503.12  No  279903.03  No  M 
Masters       Professional 14.43  Private    45480.00  4   Minivan     
No  0.00     0    No   1  0.00     15  0  Rural
828182123 1   5/3/1962    37  2  11  28906.94   No  162438.59  Yes F 
High School   Clerical     34.26  Private    4390.00   10  Sports Car  
No  4383.00  3    No   0  0.00     1   0  Urban
387116789 0   3/8/1953    46  0  12  40992.36   No  165542.06  Yes F 
High School   Blue Collar  5.00   Commercial 10200.00  13  SUV         
No  30520.00 1    No   7  0.00     1   0  Urban
77496530  0   2/19/1952   47  1  12  76811.42   No  243366.69  Yes F 
High School   Manager      56.05  Private    7090.00   10  Sports Car  
No  0.00     0    No   0  0.00     8   0  Urban
542819619 2   11/4/1955   44  2  0   0.00       No  0.00       Yes M 
Bachelors     Student      16.55  Commercial 1500.00   13  Minivan     
Yes 0.00     0    No   4  2327.00  5   1  Urban
72110926  0   8/26/1965   34  2  13  86322.52   No  266214.45  Yes F 
Bachelors     Professional 26.79  Private    6270.00   4   SUV         
No  0.00     0    No   1  0.00     7   0  Urban
618688927 0   5/3/1958    41  0  12  100258.24  No  282717.20  Yes M 
Bachelors     Professional 29.90  Private    30660.00  9   Minivan     
Yes 0.00     0    No   0  0.00     10  0  Urban
598809422 0   8/31/1954   45  0  11  87037.89   No  0.00       No  F 
High School   Blue Collar  27.38  Private    14580.00  1   SUV         
No  0.00     0    Yes  1  0.00     7   0  Rural
10042968  0   3/16/1950   49  0  13  99493.40   No  288807.75  Yes F 
High School   Blue Collar  13.96  Commercial 23030.00  4   Pickup      
No  6980.00  2    No   2  0.00     1   0  Urban
571418968 0   5/29/1955   44  2  7   24090.72   Yes 0.00       No  F 
< High School Blue Collar  27.44  Private    8310.00   1   SUV         
No  6693.00  3    No   0  4301.00  6   1  Urban
999178959 0   6/17/1953   46  0  13  83187.21   No  0.00       No  M 
Bachelors     Manager      40.79  Private    13200.00  6   Minivan     
No  4185.00  2    No   5  0.00     8   0  Urban
353354177 0   3/10/1949   50  0  0   0.00       No  110784.26  No  F 
Masters       Home Maker   17.03  Private    18660.00  1   SUV         
No  1427.00  1    No   0  0.00     15  0  Urban
138042499 0   5/2/1950    49  0  14  1462.79    No  101544.78  Yes F 
Bachelors     Home Maker   33.26  Private    6550.00   1   SUV         
No  883.00   2    No   0  0.00     12  0  Urban
227625585 2   2/5/1962    37  4  16  5175.10    No  0.00       Yes F 
High School   Student      5.00   Commercial 5720.00   17  SUV         
No  0.00     0    No   0  0.00     8   0  Rural
196187695 0   12/2/1960   38  2  11  42229.00   No  167121.21  Yes F 
< High School Clerical     21.31  Commercial 23020.00  9   Pickup      
No  0.00     0    No   2  1232.00  1   1  Urban
72803473  2   10/3/1937   62  4  19  174139.55  No  487306.79  Yes F 
PhD           Manager      20.22  Private    26310.00  15  SUV         
No  0.00     0    No   1  3331.00  17  1  Urban
923786982 0   2/18/1960   39  0  9   35366.07   No  166480.89  Yes F 
High School   Clerical     29.66  Private    6790.00   4   SUV         
No  0.00     0    No   0  0.00     9   0  Rural
254748338 0   6/9/1961    38  0  14  50103.81   No  241191.42  Yes F 
Masters       Lawyer       44.18  Private    10310.00  21  SUV         
No  6384.00  2    No   5  5610.00  12  1  Urban
92088697  0   12/7/1951   47  0  0   0.00       No  120275.74  No  F 
Masters       Home Maker   33.42  Private    15420.00  1   SUV         
No  4662.00  3    No   0  0.00     1   0  Urban
62746121  1   2/8/1955    44  1  11  75161.43   Yes 241237.20  No  F 
PhD           Doctor       47.96  Private    11220.00  1   SUV         
No  6367.00  4    No   5  7833.00  19  1  Urban
22955293  0   9/19/1952   47  0  12  78437.69   No  241003.39  Yes M 
Bachelors     Manager      17.52  Private    15810.00  1   Minivan     
Yes 0.00     0    No   0  0.00     11  0  Urban
235786973 0   7/8/1947    52  0  10  32027.98   No  0.00       No  F 
High School   Clerical     41.45  Private    14860.00  3   SUV         
No  0.00     0    No   4  7027.00  1   1  Urban
855806104 0   9/27/1958   41  1  9   101336.78  Yes 277732.49  No  M 
High School   Blue Collar  35.97  Commercial 11630.00  1   Pickup      
No  0.00     0    No   0  0.00     6   0  Urban
22590634  0   11/6/1941   58  0  16  100957.57  No  306197.93  Yes M 
PhD           Doctor       20.35  Private    18170.00  1   Minivan     
Yes 0.00     0    No   1  0.00     14  0  Urban
161509320 0   9/21/1950   49  0  11  62975.38   No  208368.99  No  F 
Bachelors     Professional 23.69  Private    23130.00  1   Pickup      
No  0.00     0    No   0  0.00     3   0  Urban
697949195 0   8/25/1961   38  0  9   97608.13   No  239021.87  Yes M 
Bachelors     Blue Collar  80.62  Commercial 20160.00  3   Van         
No  812.00   3    No   0  0.00     6   0  Urban
424873329 0   10/9/1951   48  0  10  82235.97   No  0.00       No  F 
Masters       Manager      36.23  Private    16000.00  13  SUV         
No  0.00     0    No   0  0.00     14  0  Urban
225837822 0   10/7/1953   46  0  10  23964.86   No  0.00       No  M 
< High School Blue Collar  25.81  Private    6300.00   4   Pickup      
Yes 0.00     0    No   0  0.00     6   0  Urban
184234332 0   1/17/1967   32  1  13  22243.36   Yes 0.00       No  F 
Bachelors     Home Maker   5.00   Commercial 19470.00  13  Pickup      
No  0.00     0    No   0  35576.72 10  1  Urban
650820876 0   7/18/1946   53  0  12  80329.39   No  229383.33  Yes M 
Bachelors     Manager      44.62  Private    37080.00  1   Minivan     
No  0.00     0    Yes  0  0.00     6   0  Urban
636288690 0   3/19/1954   45  0  11  53896.09   No  221274.51  No  F 
High School   Manager      40.80  Private    11570.00  3   Minivan     
No  0.00     0    Yes  2  0.00     3   0  Urban
191653305 1   12/31/1962  36  2  12  105673.77  Yes 0.00       No  F 
Masters       Lawyer       5.00   Private    30620.00  4   Pickup      
No  0.00     0    No   1  0.00     13  0  Urban
745880456 0   9/5/1952    47  0  5   32576.85   No  185790.45  Yes M 
Bachelors     Professional 60.94  Commercial 16600.00  6   Van         
Yes 0.00     0    No   0  0.00     1   0  Urban
495762787 0   1/31/1953   46  0  13  66522.50   No  0.00       No  F 
High School   Blue Collar  36.15  Commercial 19860.00  3   SUV         
No  28642.00 3    Yes  0  3720.00  11  1  Urban
438426733 1   10/21/1956  43  2  12  72604.98   No  246305.49  Yes F 
Bachelors     Professional 5.00   Private    15800.00  1   SUV         
No  0.00     0    No   0  0.00     6   0  Urban
575673144 0   4/29/1938   61  0  12  179535.69  No  481374.61  No  M 
PhD           Doctor       45.44  Private    25550.00  6   Minivan     
No  0.00     0    No   1  0.00     19  0  Urban
142138141 1   9/12/1962   37  2  16  122597.55  No  307050.83  Yes F 
PhD           Home Maker   48.06  Private    28800.00  6   Pickup      
No  6407.00  1    No   4  2075.00  12  1  Urban
437360701 1   6/18/1948   51  1  14  35579.35   No  156823.66  Yes M 
< High School Clerical     23.69  Private    13830.00  7   Minivan     
Yes 0.00     0    No   0  0.00     6   0  Urban
320851148 0   4/8/1948    51  1  12  106035.71  No  301485.50  Yes F 
Masters       Professional 37.30  Private    12100.00  6   SUV         
No  0.00     0    No   0  0.00     19  0  Urban
547019584 0   7/13/1953   46  0  13  64029.98   No  191941.20  Yes M 
Masters       Lawyer       24.46  Private    7900.00   9   Minivan     
Yes 0.00     0    Yes  0  0.00     13  0  Urban
998998702 0   1/20/1944   55  0  13  54843.72   No  220204.62  Yes M 
Bachelors     Professional 5.00   Private    21060.00  10  Van         
No  0.00     0    No   0  0.00     11  0  Urban
609564786 0   7/6/1947    52  0  11  106168.56  No  0.00       No  F 
Bachelors     Manager      12.98  Private    21650.00  1   Minivan     
No  0.00     0    No   1  0.00     10  0  Urban
352903182 0   12/24/1949  49  0  7   86847.13   No  228889.25  No  M 
Masters       Professional 33.34  Commercial 23210.00  1   Panel Truck 
Yes 0.00     0    No   0  0.00     6   0  Rural
506477884 2   12/1/1931   67  3  17  30181.73   No  143293.26  Yes F 
High School   Manager      24.64  Private    20610.00  4   Sports Car  
No  0.00     0    No   2  5391.00  8   1  Urban
642175890 0   5/26/1962   37  1  11  22400.91   Yes 0.00       No  F 
< High School Blue Collar  32.87  Private    7440.00   4   Sports Car  
No  30099.00 3    Yes  6  5186.00  4   1  Urban
413155556 0   1/4/1947    52  0  11  90348.60   No  299552.14  Yes F 
Masters       Manager      39.55  Private    30200.00  1   Minivan     
No  0.00     0    No   3  0.00     6   0  Urban
498721403 0   4/18/1947   52  0  11  12168.54   No  0.00       No  F 
< High School Student      25.56  Private    13340.00  14  SUV         
No  52465.00 1    No   2  0.00     4   0  Urban
475325469 0   11/15/1950  49  0  9   71192.21   No  263204.46  Yes F 
Masters       Lawyer       7.92   Private    6360.00   1   SUV         
No  0.00     0    No   0  0.00     20  0  Urban
588355832 0   10/31/1973  26  1  10  46604.18   Yes 164657.10  No  M 
High School   Blue Collar  55.07  Commercial 8760.00   4   Minivan     
Yes 6188.00  1    No   9  9235.00  1   1  Urban
809849777 0   2/29/1960   39  2  0   0.00       No  105472.09  Yes F 
< High School Home Maker   10.32  Private    5400.00   1   Sports Car  
No  0.00     0    No   0  4036.00  1   1  Urban
453755417 0   7/20/1957   42  0  11  105796.06  No  290251.06  Yes F 
Masters       Lawyer       21.04  Private    26880.00  4   Sports Car  
No  20061.00 3    Yes  0  4541.00  12  1  Urban
845037017 0   4/11/1960   39  0  12  33570.26   No  189197.20  No  M 
Bachelors     Clerical     43.54  Private    8520.00   10  Minivan     
No  0.00     0    No   3  0.00     11  0  Rural
101014360 0   6/27/1948   51  0  12  58714.31   No  220685.92  Yes F 
Bachelors     Manager      17.31  Private    11560.00  4   SUV         
No  0.00     0    No   1  0.00     10  0  Urban
681443164 0   6/5/1954    45  0  4   83111.07   No  237262.57  No  M 
Bachelors     Manager      31.12  Commercial 18610.00  7   Van         
No  0.00     0    No   2  0.00     7   0  Urban
463809499 0   10/21/1940  59  0  12  83208.50   No  271242.13  Yes F 
Bachelors     Blue Collar  49.48  Commercial 22280.00  6   Pickup      
No  0.00     0    No   0  0.00     13  0  Urban
2915389   1   4/26/1962   37  4  16  50821.73   No  161182.10  Yes F 
High School   Clerical     45.65  Private    13540.00  1   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
790442875 0   6/21/1936   63  0  9   87516.01   No  289088.03  Yes M 
Masters       Professional 37.00  Private    13790.00  6   Sports Car  
Yes 0.00     0    No   0  0.00     14  0  Urban
338024487 0   10/7/1958   41  0  13  104001.37  No  0.00       No  M 
Masters       Manager      9.48   Commercial 11900.00  4   Pickup      
Yes 0.00     0    No   2  0.00     14  0  Urban
215898178 0   10/18/1961  38  0  8   62176.70   No  178852.15  Yes M 
High School   Blue Collar  33.92  Commercial 7300.00   4   Pickup      
No  4717.00  3    No   0  30.28    8   1  Urban
330676837 0   1/27/1967   32  2  9   27462.38   Yes 0.00       No  F 
High School   Clerical     30.46  Private    11630.00  6   SUV         
No  0.00     0    Yes  0  0.00     1   0  Rural
599902935 0   9/2/1974    25  4  0   0.00       No  0.00       Yes F 
< High School Student      52.32  Private    17650.00  11  Sports Car  
No  0.00     0    No   3  8139.00  1   1  Urban
478397979 3   6/4/1954    45  3  14  3531.78    No  71733.70   Yes F 
High School   Home Maker   35.17  Private    6350.00   1   SUV         
No  11564.00 2    No   2  2517.00  6   1  Urban
860497328 0   2/14/1962   37  0  13  56637.20   No  177360.39  Yes M 
Bachelors     Manager      34.10  Private    10860.00  17  Pickup      
Yes 0.00     0    No   0  0.00     10  0  Urban
132575584 0   9/18/1943   56  0  4   95560.16   No  306724.53  Yes M 
High School   Professional 80.47  Private    5450.00   10  Pickup      
Yes 0.00     0    No   0  0.00     1   0  Urban
726178269 0   7/4/1945    54  0  0   0.00       No  0.00       No  F 
High School   Home Maker   47.27  Private    14530.00  1   Sports Car  
No  0.00     0    No   4  0.00     1   0  Rural
311882294 0   12/19/1961  37  0  10  86753.81   No  0.00       No  F 
PhD           Lawyer       21.10  Private    13880.00  1   Sports Car  
No  31966.00 3    Yes  2  1483.00  13  1  Urban
313449984 1   6/29/1962   37  1  14  66175.47   Yes 214791.61  No  F 
< High School Blue Collar  51.32  Private    13240.00  15  SUV         
No  0.00     0    No   4  686.00   1   1  Urban
549352761 0   3/13/1966   33  4  14  86450.98   No  261275.93  Yes M 
Bachelors     Blue Collar  39.91  Private    13450.00  11  Minivan     
No  0.00     0    No   0  0.00     9   0  Urban
424531982 0   12/6/1942   56  2  16  66868.07   No  204146.09  Yes F 
High School   Blue Collar  16.87  Private    21050.00  10  Pickup      
No  0.00     0    Yes  0  0.00     6   0  Urban
69168603  0   5/31/1944   55  0  16  42815.13   No  205231.71  Yes M 
Masters       Lawyer       47.47  Private    14690.00  1   Minivan     
Yes 8762.00  1    No   0  0.00     8   0  Urban
386664474 0   10/7/1943   56  0  15  82370.22   No  274135.25  Yes F 
Masters       Manager      15.49  Private    15340.00  6   SUV         
No  0.00     0    No   0  0.00     15  0  Urban
780584541 0   4/1/1966    33  1  12  66803.36   No  193201.12  Yes M 
Masters       Lawyer       31.70  Private    14390.00  6   Minivan     
Yes 0.00     0    Yes  0  0.00     17  0  Urban
601094820 0   9/7/1959    40  0  7   14848.42   No  90755.31   Yes F 
< High School Clerical     25.68  Private    12060.00  1   SUV         
No  0.00     0    No   0  0.00     4   0  Rural
266148272 0   2/20/1950   49  0  10  29997.88   No  153415.12  Yes M 
High School   Clerical     47.78  Private    18110.00  1   Van         
Yes 0.00     0    No   1  0.00     12  0  Urban
490051756 0   4/11/1950   49  0  12  106540.52  No  291794.85  No  F 
Bachelors     Blue Collar  26.00  Commercial 6400.00   6   SUV         
No  5758.00  2    No   4  0.00     12  0  Urban
882704506 3   3/17/1960   39  3  13  110251.16  No  349100.90  Yes M 
Bachelors     Blue Collar  35.82  Commercial 38900.00  1   Panel Truck 
Yes 21033.00 2    Yes  3  3498.00  1   1  Urban
357974300 0   8/21/1949   50  1  15  39861.35   No  216739.17  Yes F 
Bachelors     Clerical     21.79  Private    10490.00  6   SUV         
No  0.00     0    No   0  5358.00  8   1  Urban
751140703 0   12/4/1950   48  0  13  59231.83   No  0.00       No  F 
Bachelors     Manager      30.56  Private    7710.00   1   Sports Car  
No  0.00     0    No   4  0.00     8   0  Urban
783392526 0   5/27/1962   37  0  12  62010.33   No  0.00       No  M 
Bachelors     Professional 33.08  Commercial 7700.00   1   Pickup      
Yes 0.00     0    No   2  5179.00  10  1  Urban
395824593 0   9/16/1948   51  0  12  55657.02   No  204827.74  Yes F 
Bachelors     Clerical     41.26  Private    20030.00  9   SUV         
No  21745.00 1    Yes  4  0.00     8   0  Rural
855248699 0   10/18/1968  31  0  7   6248.53    No  0.00       No  M 
High School   Student      9.12   Commercial 10110.00  1   Pickup      
Yes 2511.00  2    No   2  4066.00  1   1  Urban
51967687  0   6/15/1939   60  0  8   50279.50   No  253142.52  Yes F 
Bachelors     Manager      5.00   Private    12530.00  4   Minivan     
No  7566.00  1    No   6  0.00     12  0  Urban
234056875 0   7/6/1952    47  0  4   12764.68   No  0.00       No  F 
< High School Student      71.14  Private    11820.00  1   Sports Car  
No  4960.00  2    No   2  0.00     7   0  Rural
58029490  0   11/18/1960  38  0  10  50687.92   No  238411.12  Yes F 
< High School Blue Collar  32.56  Private    9590.00   7   SUV         
No  9157.00  3    No   3  0.00     3   0  Urban
105761550 0   8/11/1959   40  0  11  60157.05   No  216690.25  No  M 
High School   Manager      28.01  Private    15600.00  1   Minivan     
Yes 47231.00 3    Yes  1  0.00     6   0  Urban
57268815  0   12/30/1955  43  0  12  46671.29   No  183054.80  No  M 
< High School Blue Collar  63.43  Private    9400.00   13  Pickup      
Yes 0.00     0    No   3  7571.00  5   1  Urban
247069987 0   6/13/1947   52  0  9   46187.84   No  163879.26  No  F 
Masters       Manager      25.76  Private    18910.00  6   Minivan     
No  0.00     0    No   0  0.00     12  0  Urban
704076886 0   7/2/1942    57  0  4   50396.69   No  0.00       No  M 
PhD           Lawyer       29.50  Private    12950.00  4   Minivan     
Yes 0.00     0    No   1  0.00     12  0  Urban
306194395 1   9/13/1956   43  3  15  39563.55   No  205644.83  Yes M 
High School   Blue Collar  29.55  Commercial 33110.00  1   Panel Truck 
Yes 610.00   4    No   0  5273.00  4   1  Urban
43102423  0   6/4/1942    57  0  11  113402.68  No  320542.09  No  M 
PhD           Manager      51.84  Commercial 24370.00  6   Panel Truck 
No  10457.00 2    No   0  34639.85 11  1  Urban
232409462 0   10/15/1954  45  0  12  139238.54  No  342460.92  No  M 
Masters       Lawyer       33.28  Private    19920.00  6   Van         
No  0.00     0    No   0  0.00     11  0  Rural
827520459 0   6/22/1946   53  0  15  75184.23   No  268417.09  Yes F 
Bachelors     Manager      11.17  Commercial 25540.00  1   Pickup      
No  1037.00  1    No   2  0.00     10  0  Urban
318075197 1   7/20/1936   63  1  2   38111.37   No  152803.60  Yes F 
Masters       Lawyer       28.02  Private    15700.00  13  SUV         
No  0.00     0    Yes  2  8633.00  19  1  Urban
940927879 0   8/14/1957   42  2  13  63030.48   No  217601.79  Yes F 
< High School Clerical     77.75  Commercial 38870.00  1   Panel Truck 
No  0.00     0    No   0  0.00     7   0  Rural
464738176 0   10/29/1958  41  0  0   0.00       No  68224.15   No  F 
< High School Home Maker   44.10  Private    1500.00   6   Sports Car  
No  0.00     0    No   2  0.00     5   0  Rural
20057040  0   5/12/1959   40  0  12  306277.45  No  0.00       No  F 
PhD           Manager      21.00  Private    19520.00  4   Minivan     
No  0.00     0    Yes  2  0.00     19  0  Urban
845473829 0   6/17/1952   47  0  11  33046.20   No  216287.11  Yes M 
< High School Blue Collar  50.76  Private    15940.00  10  Minivan     
Yes 22195.00 1    Yes  4  0.00     1   0  Urban
235850783 0   2/14/1955   44  3  16  48524.53   No  188588.25  Yes F 
< High School Blue Collar  42.27  Private    10750.00  1   SUV         
No  6733.00  1    No   4  5153.00  8   1  Urban
797925473 2   2/25/1954   45  2  0   0.00       No  100508.32  Yes F 
Bachelors     Home Maker   59.93  Private    6000.00   10  SUV         
No  0.00     0    No   4  0.00     11  0  Rural
399724487 0   9/3/1953    46  0  13  59244.23   No  174518.19  No  M 
High School   Blue Collar  35.23  Commercial 12020.00  1   Pickup      
Yes 42789.00 2    No   2  0.00     6   0  Urban
631867230 1   5/25/1957   42  1  9   34560.10   No  119625.98  Yes M 
< High School Clerical     36.11  Commercial 10830.00  1   Pickup      
Yes 0.00     0    No   0  0.00     7   0  Urban
693656622 0   3/8/1950    49  0  11  62579.77   No  231573.64  Yes F 
High School   Blue Collar  16.39  Commercial 12660.00  6   Minivan     
No  0.00     0    No   0  0.00     5   0  Rural
65426727  0   4/21/1974   25  1  10  35714.25   Yes 0.00       No  M 
< High School Clerical     28.17  Private    18850.00  7   Van         
No  0.00     0    No   1  4934.00  1   1  Urban
631221670 0   11/18/1954  44  1  13  99555.10   No  290524.05  Yes F 
Bachelors     Blue Collar  30.81  Private    26420.00  3   Sports Car  
No  0.00     0    Yes  0  0.00     5   0  Urban
566413932 0   2/27/1971   28  2  8   66783.24   No  227215.19  Yes F 
Bachelors     Blue Collar  5.00   Commercial 10980.00  10  SUV         
No  8079.00  2    No   3  2730.00  10  1  Urban
923570380 0   5/19/1965   34  0  10  8902.93    No  0.00       No  F 
High School   Student      27.93  Private    20070.00  3   Van         
No  0.00     0    No   0  0.00     8   0  Urban
607277342 0   6/9/1950    49  0  12  44766.66   No  0.00       No  F 
High School   Manager      5.00   Private    10880.00  4   SUV         
No  0.00     0    Yes  0  0.00     10  0  Urban
310941047 0   12/15/1964  34  4  16  37542.78   No  180906.93  Yes F 
High School   Clerical     35.44  Private    19020.00  13  SUV         
No  0.00     0    Yes  0  0.00     7   0  Urban
291545732 0   11/24/1950  48  0  11  73805.93   No  216274.39  No  F 
High School   Blue Collar  15.85  Commercial 8850.00   3   SUV         
No  0.00     0    No   0  2251.00  1   1  Urban
498954294 0   10/24/1967  32  4  12  17453.07   No  143763.23  Yes M 
< High School Clerical     33.72  Private    13250.00  1   Minivan     
Yes 35363.00 1    Yes  0  0.00     1   0  Urban
384843631 0   9/17/1959   40  0  9   27071.22   No  202824.35  No  F 
< High School Blue Collar  10.70  Private    8210.00   7   SUV         
No  0.00     0    No   0  0.00     1   0  Urban
205800569 0   3/15/1958   41  0  8   104435.63  No  304883.22  Yes F 
Bachelors     Manager      5.00   Private    16040.00  3   SUV         
No  0.00     0    Yes  1  0.00     9   0  Urban
481557745 0   1/30/1969   30  4  13  2518.96    No  0.00       Yes M 
High School   Student      52.08  Commercial 30810.00  6   Panel Truck 
Yes 2630.00  2    No   2  0.00     9   0  Urban
737325230 0   2/23/1950   49  0  7   32762.83   No  191656.55  Yes F 
Bachelors     Blue Collar  25.04  Commercial 8010.00   17  SUV         
No  21383.00 2    No   7  0.00     11  0  Urban
351445160 0   9/16/1957   42  0  11  50613.27   No  0.00       No  F 
High School   Clerical     45.02  Private    18170.00  4   Minivan     
No  6784.00  2    No   4  2581.00  1   1  Urban
724469812 0   12/5/1956   42  0  12  80622.93   No  0.00       No  M 
PhD           Doctor       71.94  Private    13760.00  6   Minivan     
No  2209.00  3    No   0  0.00     16  0  Urban
826891719 0   4/19/1963   36  0  10  22362.29   No  126267.34  No  F 
High School   Clerical     34.25  Private    9200.00   1   SUV         
No  4633.00  1    No   5  3404.00  1   1  Urban
729199936 0   2/15/1952   47  0  9   18896.02   No  106991.05  No  M 
Bachelors     Blue Collar  13.86  Commercial 12040.00  6   Minivan     
Yes 0.00     0    No   2  0.00     8   0  Urban
801539934 0   9/2/1943    56  0  13  108027.07  No  0.00       No  F 
PhD           Doctor       14.36  Private    15000.00  6   SUV         
No  0.00     0    No   1  0.00     15  0  Urban
380398251 2   9/12/1957   42  2  0   0.00       No  100966.65  Yes M 
High School   Home Maker   10.14  Private    19590.00  13  Van         
No  0.00     0    No   1  0.00     1   0  Urban
935305591 1   2/29/1956   43  2  15  28947.75   No  189468.38  Yes F 
Bachelors     Manager      43.05  Private    13260.00  5   SUV         
No  32281.00 1    No   0  0.00     9   0  Urban
839790267 0   3/26/1966   33  3  12  91433.83   Yes 258168.58  No  F 
Bachelors     Blue Collar  8.14   Commercial 14460.00  1   SUV         
No  9347.00  1    No   1  0.00     9   0  Urban
684167517 0   4/17/1948   51  0  12  118820.82  No  350398.19  Yes M 
Masters       Lawyer       27.74  Private    12880.00  4   Minivan     
No  0.00     0    No   3  0.00     10  0  Urban
539395464 0   7/5/1961    38  0  11  60026.23   No  0.00       No  F 
Bachelors     Professional 23.15  Private    11300.00  10  Sports Car  
No  2353.00  3    No   5  0.00     11  0  Urban
936106591 0   2/6/1957    42  0  12  103050.37  No  270986.36  Yes M 
Masters       Professional 26.08  Commercial 11860.00  4   Pickup      
Yes 0.00     0    No   0  0.00     16  0  Urban
736097080 0   3/11/1952   47  0  12  8777.93    No  130877.87  No  M 
< High School Student      5.00   Private    22410.00  1   Minivan     
No  0.00     0    No   4  0.00     7   0  Rural
489119985 0   6/4/1961    38  1  11  1729.47    Yes 0.00       No  M 
High School   Student      34.87  Commercial 19340.00  1   Van         
No  0.00     0    No   0  0.00     1   0  Rural
979049045 0   9/18/1947   52  0  0   0.00       No  0.00       Yes F 
High School   Student      61.85  Commercial 19240.00  17  Minivan     
No  6902.00  2    Yes  3  1840.00  9   1  Urban
96474513  0   1/27/1951   48  0  14  58132.48   No  0.00       No  F 
High School   Manager      32.49  Private    6860.00   6   SUV         
No  7926.00  3    No   3  1978.00  1   1  Urban
263468984 0   3/17/1936   63  0  16  73357.91   No  229797.31  Yes M 
Masters       Manager      27.96  Private    8840.00   6   Minivan     
No  0.00     0    No   1  0.00     22  0  Urban
656344335 0   12/9/1953   45  0  8   57365.33   No  226670.69  No  M 
Bachelors     Professional 17.04  Commercial 17160.00  3   Van         
Yes 0.00     0    No   0  0.00     1   0  Urban
994496318 0   8/8/1945    54  0  14  67289.77   No  269448.41  Yes F 
Bachelors     Manager      24.50  Private    8230.00   6   Sports Car  
No  0.00     0    No   2  0.00     10  0  Urban
790176314 0   5/1/1957    42  0  10  90936.68   No  287891.94  Yes M 
Bachelors     Manager      10.96  Private    1500.00   4   Minivan     
Yes 943.00   2    No   0  0.00     13  0  Urban
524832150 0   12/23/1952  46  0  12  102271.10  No  298214.20  No  M 
Masters       Lawyer       5.00   Private    16330.00  1   Minivan     
Yes 0.00     0    Yes  2  0.00     22  0  Urban
221361180 0   9/14/1939   60  0  16  3103.25    No  114401.57  Yes F 
High School   Home Maker   33.76  Private    14560.00  1   SUV         
No  25947.00 1    Yes  3  4460.00  9   1  Urban
747977683 0   5/9/1955    44  1  12  64585.54   No  198773.93  Yes M 
Bachelors     Professional 24.03  Private    11180.00  10  Minivan     
Yes 0.00     0    No   0  0.00     1   0  Urban
647445638 0   4/30/1949   50  0  0   0.00       No  0.00       Yes F 
< High School Student      26.65  Private    1500.00   1   Sports Car  
No  10709.00 3    No   6  6203.00  7   1  Urban
780807718 0   9/24/1953   46  0  7   39393.35   No  176822.68  No  M 
Bachelors     Blue Collar  8.01   Commercial 10040.00  11  Pickup      
Yes 0.00     0    Yes  0  1107.00  7   1  Urban
527528077 0   6/12/1970   29  3  17  51528.94   No  177582.97  Yes F 
Bachelors     Professional 29.61  Private    9550.00   3   SUV         
No  8589.00  3    No   3  0.00     13  0  Urban
290017355 0   10/7/1956   43  2  14  17025.80   No  146135.93  Yes M 
< High School Clerical     26.86  Commercial 7500.00   1   Pickup      
No  7888.00  2    No   0  0.00     5   0  Urban
476981715 0   8/30/1960   39  0  8   115182.25  No  312886.71  Yes M 
High School   Professional 25.32  Commercial 5400.00   1   Pickup      
No  0.00     0    No   1  0.00     5   0  Urban
764563520 0   7/13/1951   48  0  10  39212.98   No  180670.75  Yes M 
High School   Blue Collar  18.40  Commercial 23340.00  13  Panel Truck 
No  979.00   1    No   0  0.00     1   0  Urban
476279875 0   6/24/1962   37  0  9   45463.70   No  0.00       No  F 
Masters       Lawyer       35.43  Private    11920.00  14  SUV         
No  3964.00  1    No   4  4165.00  15  1  Urban
598177778 0   10/1/1965   34  5  15  28087.72   No  121721.73  Yes F 
< High School Home Maker   46.17  Private    14420.00  6   SUV         
No  0.00     0    No   2  0.00     1   0  Rural
485838099 0   2/15/1949   50  0  0   0.00       No  55078.11   Yes F 
PhD           Home Maker   27.24  Private    2590.00   1   Sports Car  
No  5559.00  1    No   1  1373.00  9   1  Urban
451534517 1   1/30/1959   40  1  11  71280.98   No  208393.02  Yes M 
Bachelors     Blue Collar  42.84  Commercial 11180.00  1   Pickup      
No  0.00     0    No   1  0.00     9   0  Rural
670103455 0   5/8/1954    45  0  14  41491.89   No  198232.00  Yes F 
< High School Clerical     26.95  Private    17670.00  10  Pickup      
No  0.00     0    No   0  0.00     8   0  Rural
391403011 1   3/21/1953   46  0  11  34207.78   No  160958.83  Yes M 
High School   Clerical     35.29  Commercial 9090.00   3   SUV         
No  6583.00  2    No   2  2582.00  1   1  Rural
940687945 0   4/15/1969   30  3  13  118112.43  No  339954.97  Yes F 
Bachelors     Manager      58.17  Commercial 21550.00  14  Minivan     
No  0.00     0    No   1  0.00     12  0  Urban
991777560 0   10/14/1950  49  0  0   32513.78   No  117960.83  Yes M 
High School   Clerical     37.57  Private    15930.00  1   Minivan     
Yes 1116.00  3    No   2  0.00     8   0  Urban
488230129 0   1/13/1963   36  0  3   17883.82   No  114530.29  Yes M 
< High School Blue Collar  36.51  Private    9360.00   7   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
300338441 0   4/12/1951   48  0  10  44770.17   No  162374.27  No  M 
Masters       Lawyer       65.52  Private    5980.00   1   Pickup      
Yes 0.00     0    No   4  3538.97  14  1  Urban
994720648 0   6/18/1960   39  2  12  34622.87   No  120548.10  Yes M 
High School   Professional 17.62  Private    4960.00   10  Pickup      
Yes 0.00     0    No   3  0.00     1   0  Urban
694490618 0   9/18/1946   53  0  13  74333.56   No  254788.90  Yes F 
PhD           Manager      24.16  Private    6800.00   10  SUV         
No  5854.00  1    No   1  0.00     16  0  Urban
819642529 1   11/28/1953  45  2  17  111268.31  No  288070.97  Yes F 
Masters       Lawyer       46.40  Private    21680.00  4   Minivan     
No  10366.00 3    Yes  3  5329.00  10  1  Urban
30587067  0   8/12/1947   52  0  11  87751.22   No  236741.91  Yes F 
Masters       Manager      18.61  Private    18760.00  4   Minivan     
No  0.00     0    No   2  0.00     17  0  Urban
205891875 0   4/2/1956    43  1  11  72421.43   No  217974.26  Yes F 
Bachelors     Manager      34.61  Private    13760.00  3   SUV         
No  1018.00  1    No   1  0.00     18  0  Urban
448891263 3   2/14/1955   44  4  18  59352.00   No  192373.08  Yes M 
High School   Manager      17.39  Private    15470.00  1   Minivan     
Yes 0.00     0    No   0  0.00     1   0  Urban
670843765 0   3/18/1962   37  2  12  16828.56   No  150388.02  Yes M 
< High School Clerical     30.19  Commercial 23830.00  3   Panel Truck 
No  0.00     0    Yes  0  5159.00  1   1  Urban
929235234 0   10/2/1943   56  0  0   0.00       No  83118.48   Yes F 
High School   Home Maker   43.32  Private    9540.00   1   Sports Car  
No  0.00     0    No   1  0.00     1   0  Rural
449577066 1   7/28/1962   37  2  12  76.80      No  77025.47   Yes F 
< High School Student      24.24  Private    8620.00   1   SUV         
No  5289.00  2    No   5  726.00   1   1  Urban
81532183  0   3/1/1955    44  0  11  91667.63   No  283487.36  Yes F 
High School   Professional 21.34  Private    15960.00  6   SUV         
No  0.00     0    No   2  0.00     8   0  Urban
67770126  0   11/19/1964  34  3  7   30336.96   No  0.00       Yes F 
< High School Student      44.54  Private    7930.00   1   SUV         
No  0.00     0    No   0  0.00     8   0  Urban
325688006 0   6/5/1952    47  0  13  61214.40   No  219100.74  Yes M 
Bachelors     Blue Collar  53.43  Commercial 18180.00  7   Van         
Yes 4723.00  2    No   0  4232.00  7   1  Urban
1627973   1   5/26/1956   43  2  5   2599.27    Yes 0.00       No  M 
Bachelors     Student      38.23  Private    1760.00   3   Minivan     
Yes 0.00     0    No   0  0.00     5   0  Rural
711294832 0   4/26/1948   51  0  7   66586.80   No  180749.95  No  F 
Bachelors     Manager      30.72  Private    27240.00  10  Sports Car  
No  0.00     0    No   0  0.00     10  0  Urban
259580283 0   6/18/1940   59  0  11  71225.84   No  252722.32  Yes M 
Bachelors     Professional 10.44  Private    13490.00  1   Minivan     
Yes 9287.00  3    No   5  0.00     11  0  Urban
329918495 0   2/3/1941    58  0  11  101447.97  No  329765.24  Yes M 
Bachelors     Professional 32.41  Private    17440.00  1   Van         
No  0.00     0    No   0  1261.00  12  1  Urban
194053983 0   1/11/1949   50  0  14  31436.01   No  0.00       No  F 
High School   Clerical     32.51  Private    4680.00   4   SUV         
No  6909.00  4    No   3  2977.00  1   1  Rural
462018236 0   11/10/1957  42  0  7   50057.63   No  0.00       No  F 
PhD           Doctor       12.10  Private    10710.00  6   SUV         
No  7488.00  1    No   5  0.00     18  0  Urban
591717613 0   9/5/1944    55  0  13  145860.07  No  410028.94  Yes M 
Masters       Manager      18.06  Commercial 40420.00  1   Panel Truck 
No  0.00     0    No   0  0.00     17  0  Urban
108603073 0   1/21/1964   35  2  14  4290.14    No  0.00       Yes M 
< High School Student      35.40  Commercial 5430.00   1   Pickup      
Yes 6570.00  2    No   6  4405.22  1   1  Urban
8764588   2   2/5/1955    44  3  12  2510.62    Yes 0.00       No  F 
High School   Student      60.15  Private    17370.00  4   Sports Car  
No  0.00     0    Yes  1  4337.00  7   1  Rural
810914497 0   1/13/1957   42  2  14  41193.48   No  161249.26  Yes F 
High School   Clerical     48.21  Private    14390.00  6   Sports Car  
No  4448.00  3    No   4  0.00     1   0  Urban
814442459 0   4/13/1947   52  0  9   138003.95  No  343853.16  No  F 
PhD           Manager      9.81   Private    27310.00  4   Minivan     
No  0.00     0    No   0  0.00     10  0  Urban
771950909 0   12/5/1952   46  0  11  26266.13   No  125950.92  Yes F 
Bachelors     Manager      20.42  Private    13990.00  4   Sports Car  
No  7766.00  1    No   4  0.00     7   0  Urban
722935033 0   2/25/1955   44  2  13  44199.93   No  160351.11  Yes F 
High School   Clerical     35.11  Private    10910.00  4   SUV         
No  0.00     0    No   2  3887.00  1   1  Urban
956452578 0   10/27/1963  36  2  12  115701.42  Yes 0.00       No  M 
Bachelors     Manager      36.88  Commercial 33210.00  7   Panel Truck 
Yes 0.00     0    No   0  0.00     1   0  Urban
675699530 0   4/23/1962   37  3  0   0.00       No  55921.62   Yes M 
High School   Student      5.00   Commercial 5580.00   4   Pickup      
Yes 12048.00 3    Yes  11 7552.00  1   1  Urban
918387800 1   8/23/1956   43  2  11  29080.93   Yes 0.00       No  F 
High School   Clerical     33.27  Private    10320.00  6   SUV         
No  0.00     0    No   1  4322.00  7   1  Urban
765985821 0   8/12/1964   35  1  10  46192.31   No  133668.26  Yes M 
Masters       Lawyer       36.77  Private    9810.00   1   Pickup      
No  0.00     0    No   0  0.00     11  0  Urban
404869739 0   4/1/1947    52  0  0   0.00       No  0.00       No  F 
High School   Student      26.22  Commercial 6700.00   1   SUV         
No  4549.00  2    Yes  2  6752.00  1   1  Urban
544290336 0   7/17/1946   53  0  5   20683.06   No  151995.50  No  F 
Bachelors     Home Maker   5.00   Private    8870.00   7   SUV         
No  1745.00  1    No   7  0.00     12  0  Urban
736941520 0   2/9/1953    46  0  12  16467.89   No  100941.28  Yes F 
Masters       Home Maker   44.22  Private    7750.00   10  SUV         
No  0.00     0    No   0  0.00     11  0  Rural
478689705 0   6/11/1959   40  1  13  114031.91  Yes 0.00       No  F 
Masters       Manager      65.13  Private    26780.00  1   Pickup      
No  0.00     0    No   3  5438.00  2   1  Urban
117704348 0   9/8/1950    49  0  16  25370.73   No  143256.44  Yes M 
High School   Blue Collar  19.62  Private    4690.00   4   Pickup      
Yes 0.00     0    No   3  2928.00  11  1  Urban
554445650 0   4/21/1969   30  0  7   54275.16   No  121341.11  Yes F 
High School   Professional 17.45  Private    7220.00   1   Sports Car  
No  0.00     0    No   5  1691.00  1   1  Urban
484814016 0   12/25/1966  32  2  0   0.00       No  0.00       Yes M 
< High School Student      5.00   Commercial 17700.00  13  Minivan     
No  4211.00  2    No   0  77907.43 6   1  Urban
130304786 0   4/7/1952    47  0  11  20300.11   No  137480.00  Yes F 
High School   Clerical     36.81  Private    11160.00  6   Sports Car  
No  0.00     0    No   0  0.00     8   0  Rural
317842701 0   6/25/1945   54  0  12  40818.02   No  0.00       No  F 
Masters       Lawyer       34.30  Private    15890.00  13  SUV         
No  0.00     0    No   0  0.00     15  0  Urban
969343262 0   8/30/1966   33  2  12  70407.85   No  190138.65  Yes F 
Bachelors     Blue Collar  30.64  Commercial 18850.00  1   SUV         
No  2665.00  3    No   3  2907.00  9   1  Urban
425911852 0   1/8/1942    57  0  0   0.00       No  77032.41   Yes F 
PhD           Home Maker   49.12  Private    13740.00  7   SUV         
No  0.00     0    No   3  0.00     11  0  Rural
651748745 0   12/9/1951   47  0  13  47355.13   No  165539.69  Yes F 
High School   Blue Collar  23.42  Commercial 10940.00  6   Sports Car  
No  0.00     0    No   0  0.00     1   0  Urban
643290981 0   10/25/1950  49  0  0   0.00       No  88926.88   Yes M 
High School   Student      5.00   Private    4190.00   9   Minivan     
Yes 4870.00  1    No   4  0.00     8   0  Urban
59520624  0   10/16/1952  47  0  10  82503.27   No  0.00       No  F 
Bachelors     Professional 38.15  Private    21800.00  13  Sports Car  
No  6633.00  4    No   0  4055.00  15  1  Urban
240938337 0   6/26/1953   46  0  12  111317.85  No  330183.13  Yes M 
PhD           Doctor       42.72  Private    35730.00  1   Minivan     
No  2935.00  1    No   0  0.00     14  0  Urban
967829541 0   9/21/1949   50  0  13  92027.56   No  0.00       No  M 
Masters       Manager      40.16  Private    16260.00  1   Minivan     
Yes 6453.00  3    No   7  0.00     18  0  Urban
203013907 0   10/18/1975  24  3  11  24665.95   Yes 0.00       No  M 
Bachelors     Professional 54.38  Commercial 9010.00   10  Pickup      
Yes 0.00     0    Yes  1  4515.00  10  1  Urban
703900839 0   1/16/1948   51  0  11  72518.47   No  0.00       No  F 
Bachelors     Blue Collar  27.80  Commercial 16510.00  1   SUV         
No  5217.00  2    No   0  0.00     11  0  Urban
968373001 0   7/30/1952   47  0  12  125741.11  No  359403.55  Yes F 
Masters       Manager      41.29  Private    18770.00  1   SUV         
No  0.00     0    No   0  0.00     8   0  Urban
408105547 0   11/16/1952  47  0  7   18789.17   No  146054.63  Yes M 
< High School Blue Collar  20.04  Private    12040.00  4   Pickup      
No  0.00     0    No   0  0.00     1   0  Urban
37595654  0   12/12/1952  46  0  13  119903.90  No  0.00       No  F 
Masters       Lawyer       21.52  Private    23530.00  10  Sports Car  
No  0.00     0    No   2  2758.00  21  1  Urban
49643122  1   4/16/1955   44  2  14  11065.39   No  110907.45  Yes F 
< High School Blue Collar  80.27  Private    12410.00  7   SUV         
No  0.00     0    No   0  0.00     8   0  Rural
212135499 0   3/8/1962    37  0  1   42878.35   No  158178.92  Yes M 
Bachelors     Blue Collar  53.77  Commercial 11480.00  1   Pickup      
No  6870.00  1    No   4  0.00     10  0  Urban
429155050 1   6/17/1963   36  3  10  10632.15   No  0.00       Yes F 
Bachelors     Student      28.51  Private    16290.00  6   SUV         
No  0.00     0    No   0  0.00     9   0  Urban
514595523 0   8/3/1952    47  0  8   5845.72    No  99468.32   Yes F 
High School   Home Maker   10.05  Private    9030.00   1   SUV         
No  0.00     0    No   0  5440.00  9   1  Urban
656344335 0   12/10/1951  47  0  8   90939.95   No  0.00       No  M 
Bachelors     Professional 49.99  Commercial 16710.00  10  Van         
Yes 8490.00  3    No   0  1487.00  10  1  Urban
634828055 0   12/6/1952   46  0  12  14704.30   No  80658.63   Yes F 
< High School Clerical     57.07  Private    10620.00  4   SUV         
No  0.00     0    No   2  0.00     4   0  Rural
246580096 0   2/28/1967   32  3  0   0.00       No  107324.66  Yes F 
High School   Home Maker   50.75  Private    10350.00  4   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
7936658   0   9/27/1960   39  0  12  49652.08   No  208318.79  Yes M 
Bachelors     Manager      45.72  Private    10370.00  6   Pickup      
Yes 0.00     0    Yes  1  0.00     10  0  Urban
134224706 0   3/10/1949   50  0  10  45619.98   No  170795.90  Yes F 
Bachelors     Manager      19.97  Private    14790.00  4   SUV         
No  0.00     0    No   1  0.00     5   0  Urban
605614925 0   4/28/1973   26  3  15  69788.67   No  206181.39  Yes F 
High School   Manager      36.96  Private    11770.00  1   SUV         
No  2960.00  3    No   5  2992.00  7   1  Urban
86772573  0   4/19/1956   43  0  13  45354.89   No  151270.55  Yes F 
< High School Blue Collar  12.47  Private    10340.00  1   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
938320087 0   7/17/1938   61  0  13  57095.47   No  0.00       No  M 
< High School Blue Collar  51.78  Private    7600.00   4   SUV         
Yes 1904.00  3    No   7  5603.09  6   1  Urban
514434088 0   5/19/1971   28  1  0   0.00       Yes 0.00       No  M 
High School   Home Maker   8.94   Private    4300.00   11  Minivan     
No  0.00     0    No   0  0.00     7   0  Urban
544712125 0   4/17/1954   45  0  12  22721.17   No  143433.96  Yes F 
Bachelors     Home Maker   31.45  Private    19880.00  10  Minivan     
No  0.00     0    No   1  0.00     11  0  Rural
164296206 0   8/23/1962   37  0  7   125313.66  No  0.00       No  M 
Bachelors     Manager      23.94  Commercial 17730.00  9   Van         
Yes 0.00     0    No   4  0.00     1   0  Urban
496368853 0   3/29/1943   56  0  14  59188.01   No  238256.28  No  M 
High School   Professional 64.60  Private    8980.00   1   Pickup      
No  0.00     0    No   0  0.00     1   0  Urban
826547678 0   10/10/1953  46  0  14  121133.15  No  297339.99  Yes M 
Bachelors     Blue Collar  13.41  Commercial 18750.00  13  Van         
Yes 0.00     0    No   1  0.00     9   0  Urban
825250051 0   8/22/1949   50  0  10  16624.76   No  0.00       No  M 
< High School Student      48.63  Commercial 6500.00   7   Pickup      
Yes 0.00     0    No   4  0.00     1   0  Rural
317891388 0   1/26/1945   54  0  12  61625.88   No  0.00       No  F 
Bachelors     Blue Collar  24.68  Commercial 13060.00  1   SUV         
No  5598.00  2    No   3  0.00     10  0  Urban
267868090 1   10/30/1956  43  2  15  58024.86   No  211109.35  Yes M 
Bachelors     Clerical     15.59  Commercial 28840.00  6   Panel Truck 
Yes 0.00     0    No   0  3905.00  8   1  Urban
877748562 0   9/24/1945   54  0  13  71578.68   No  257342.44  Yes M 
PhD           Manager      45.50  Commercial 18560.00  3   Van         
No  9514.00  4    No   0  0.00     13  0  Urban
679555193 0   2/16/1966   33  4  0   0.00       Yes 0.00       No  M 
High School   Student      13.66  Commercial 12470.00  1   Minivan     
Yes 10794.00 2    Yes  4  2705.00  5   1  Urban
272342712 0   10/7/1945   54  0  14  66954.72   No  241543.96  No  F 
Bachelors     Professional 47.54  Private    10540.00  4   SUV         
No  0.00     0    No   2  0.00     10  0  Urban
952181357 0   5/17/1967   32  2  12  40850.74   Yes 112094.45  No  F 
High School   Clerical     52.02  Private    15550.00  1   SUV         
No  0.00     0    No   2  2943.00  1   1  Urban
488523606 0   4/25/1947   52  0  6   115075.23  No  0.00       No  M 
Bachelors     Blue Collar  22.91  Commercial 18210.00  1   Van         
Yes 7619.00  1    No   3  5314.00  1   1  Urban
298571479 0   5/22/1980   19  1  8   37535.97   Yes 0.00       No  F 
Bachelors     Professional 53.47  Private    22810.00  10  Pickup      
No  4686.00  1    No   10 3917.00  1   1  Urban
253235211 0   3/28/1948   51  0  16  36451.27   No  138534.93  Yes M 
High School   Blue Collar  67.86  Commercial 7900.00   11  Pickup      
Yes 0.00     0    No   0  0.00     1   0  Rural
88568347  0   5/4/1947    52  0  11  41408.41   No  199056.31  No  F 
Bachelors     Clerical     31.97  Private    5640.00   4   SUV         
No  0.00     0    No   0  0.00     10  0  Rural
401624808 0   7/16/1955   44  0  11  38987.98   No  152614.33  No  F 
< High School Home Maker   10.71  Private    5700.00   6   SUV         
No  525.00   1    No   1  0.00     1   0  Urban
937083132 0   4/8/1971    28  0  9   36112.61   No  187871.40  No  M 
Bachelors     Blue Collar  75.44  Commercial 9240.00   4   Pickup      
Yes 5065.00  2    No   5  4546.00  8   1  Urban
472578187 0   2/15/1951   48  0  14  82885.50   No  0.00       No  M 
Bachelors     Manager      60.08  Private    21340.00  1   Minivan     
No  0.00     0    No   1  1467.00  13  1  Urban
166923425 0   10/29/1952  47  0  0   0.00       No  0.00       No  M 
< High School Student      24.86  Private    17890.00  6   Van         
No  0.00     0    No   0  3968.00  5   1  Urban
91891969  0   4/15/1944   55  0  13  32880.21   No  197777.84  Yes M 
< High School Blue Collar  26.89  Commercial 4790.00   11  Pickup      
Yes 0.00     0    No   3  1100.00  1   1  Urban
123291473 0   5/21/1977   22  2  0   0.00       No  0.00       Yes F 
PhD           Home Maker   46.91  Private    13000.00  6   SUV         
Yes 7191.00  1    No   0  22351.71 11  1  Urban
176935775 0   12/28/1956  42  2  17  54426.72   Yes 0.00       No  F 
Bachelors     Manager      29.16  Private    5700.00   1   Sports Car  
No  0.00     0    No   2  18391.57 7   1  Urban
751239174 0   10/6/1969   30  2  14  110913.45  No  305472.02  Yes M 
Bachelors     Blue Collar  39.92  Commercial 4500.00   7   Pickup      
Yes 0.00     0    No   2  0.00     11  0  Urban
787877274 0   1/17/1969   30  3  0   0.00       Yes 0.00       No  F 
< High School Home Maker   48.94  Private    6130.00   9   SUV         
No  0.00     0    No   0  3096.00  1   1  Rural
12254781  0   1/17/1944   55  0  10  3082.96    No  64682.22   Yes M 
Masters       Manager      45.95  Private    7310.00   10  Pickup      
Yes 0.00     0    No   1  0.00     10  0  Urban
51707702  2   11/22/1956  42  2  11  114277.07  No  307202.53  Yes M 
Masters       Lawyer       5.91   Private    15620.00  10  Minivan     
Yes 0.00     0    No   0  0.00     14  0  Urban
471846839 0   7/18/1970   29  2  12  109719.05  Yes 0.00       No  F 
Masters       Manager      28.15  Private    21160.00  16  SUV         
No  6091.00  3    No   3  0.00     16  0  Urban
656027997 0   8/11/1972   27  1  0   0.00       No  91135.03   Yes F 
Bachelors     Home Maker   47.88  Private    20570.00  6   SUV         
No  0.00     0    No   3  0.00     9   0  Rural
409263481 0   5/11/1955   44  3  17  35066.28   Yes 0.00       No  F 
High School   Clerical     47.36  Private    18880.00  4   SUV         
No  37642.00 3    Yes  6  12588.26 1   1  Urban
176935775 0   12/29/1954  44  2  17  66200.02   Yes 223959.98  No  F 
Bachelors     Manager      52.68  Private    17260.00  13  SUV         
No  0.00     0    No   1  629.00   9   1  Urban
545191971 0   11/6/1949   50  0  12  134292.64  No  351879.86  Yes M 
Masters       Lawyer       43.48  Private    15890.00  1   Minivan     
No  0.00     0    No   0  0.00     23  0  Urban
680425927 0   2/7/1948    51  0  9   50165.61   No  187296.86  No  M 
High School   Blue Collar  32.44  Commercial 11620.00  6   Minivan     
No  33864.00 3    No   5  0.00     1   0  Urban
959710460 0   1/18/1949   50  0  13  36504.44   No  209726.45  No  F 
< High School Blue Collar  34.59  Private    15550.00  6   SUV         
No  0.00     0    Yes  0  0.00     3   0  Urban
920852190 0   6/17/1935   64  0  0   0.00       No  0.00       No  F 
High School   Student      36.23  Private    8750.00   4   Sports Car  
No  0.00     0    No   3  0.00     9   0  Rural
674266132 0   5/1/1970    29  2  13  75467.90   Yes 0.00       No  F 
Bachelors     Professional 23.95  Private    13140.00  4   Pickup      
No  0.00     0    No   2  0.00     10  0  Urban
669340341 0   8/23/1949   50  0  8   55172.39   No  176834.78  Yes M 
Bachelors     Blue Collar  32.80  Commercial 12020.00  20  Pickup      
Yes 0.00     0    No   1  0.00     16  0  Urban
342630609 0   5/23/1934   65  0  11  131547.99  No  379681.61  Yes F 
High School   Professional 36.57  Private    23930.00  10  SUV         
No  0.00     0    No   0  0.00     1   0  Rural
862826197 0   2/11/1941   58  2  12  116947.50  No  350971.32  Yes M 
Masters       Lawyer       53.57  Private    18990.00  1   Van         
Yes 0.00     0    No   0  0.00     20  0  Urban
632856320 0   5/9/1956    43  2  12  23156.77   No  115249.29  Yes M 
High School   Clerical     26.61  Private    8120.00   1   Minivan     
No  0.00     0    No   7  0.00     1   0  Rural
498520198 0   3/1/1950    49  0  10  88936.93   No  276837.13  Yes M 
Masters       Professional 55.57  Private    15290.00  1   Minivan     
Yes 0.00     0    No   0  0.00     18  0  Urban
822553919 0   7/19/1953   46  0  12  49917.02   No  182125.88  Yes F 
< High School Blue Collar  36.42  Private    18640.00  10  SUV         
No  0.00     0    No   2  1909.00  8   1  Urban
541204921 0   9/8/1953    46  0  8   73871.58   No  245877.50  Yes F 
Masters       Lawyer       42.80  Private    17550.00  10  SUV         
No  0.00     0    No   3  0.00     16  0  Rural
617290547 0   7/27/1955   44  1  0   0.00       No  0.00       Yes M 
Bachelors     Student      11.84  Private    1500.00   4   Minivan     
No  0.00     0    No   1  0.00     6   0  Rural
654988220 0   5/15/1951   48  0  7   68520.57   No  0.00       No  F 
High School   Clerical     18.13  Private    6300.00   16  Sports Car  
No  0.00     0    Yes  1  0.00     10  0  Rural
88279212  0   9/8/1963    36  0  9   73429.65   No  235483.75  No  M 
High School   Blue Collar  9.77   Commercial 12440.00  4   Minivan     
No  33999.00 1    Yes  2  0.00     1   0  Urban
123839903 0   2/10/1942   57  0  14  40121.59   No  171054.22  No  F 
PhD           Lawyer       36.51  Private    11210.00  10  Sports Car  
No  9171.00  1    No   7  0.00     15  0  Urban
445545403 0   12/16/1953  45  0  13  16736.33   No  102334.52  Yes F 
< High School Clerical     43.62  Private    7670.00   11  Sports Car  
No  0.00     0    No   0  0.00     9   0  Urban
524401501 0   5/25/1940   59  0  9   51425.14   No  189234.56  Yes F 
High School   Blue Collar  19.47  Commercial 12540.00  1   SUV         
No  0.00     0    No   3  3398.00  1   1  Urban
620024930 0   11/7/1948   51  0  6   102134.82  No  282192.24  No  F 
Masters       Lawyer       16.33  Private    29070.00  1   SUV         
No  0.00     0    No   0  0.00     15  0  Urban
151304691 0   10/9/1957   42  0  14  41901.05   No  0.00       No  F 
Masters       Home Maker   34.68  Private    17520.00  6   SUV         
No  0.00     0    No   0  6764.00  8   1  Urban
837299054 0   8/22/1953   46  0  12  67381.35   No  226927.96  Yes F 
Masters       Lawyer       34.34  Private    27630.00  4   Pickup      
No  6149.00  3    No   4  0.00     10  0  Urban
887119048 0   8/25/1964   35  2  12  110312.35  Yes 0.00       No  F 
PhD           Doctor       43.05  Private    14070.00  6   Minivan     
No  778.00   1    No   4  0.00     18  0  Urban
396302344 0   8/30/1951   48  0  11  110914.72  No  350620.58  Yes M 
Masters       Manager      35.96  Private    21290.00  4   Minivan     
No  0.00     0    No   0  0.00     14  0  Urban
408585803 0   3/23/1952   47  0  2   55526.84   No  0.00       No  F 
Bachelors     Blue Collar  80.89  Commercial 23470.00  1   Pickup      
No  0.00     0    No   1  0.00     11  0  Rural
444658348 0   2/28/1966   33  1  12  54479.65   Yes 180380.63  No  M 
High School   Blue Collar  48.01  Commercial 10250.00  6   Pickup      
Yes 31332.00 5    Yes  5  5077.00  11  1  Urban
827178489 0   6/23/1951   48  0  13  70681.59   No  263904.78  Yes F 
High School   Blue Collar  24.65  Commercial 27800.00  4   Pickup      
No  0.00     0    Yes  0  2582.00  1   1  Urban
407831398 0   11/27/1948  50  0  10  77949.88   No  241689.75  No  M 
PhD           Manager      5.00   Private    20210.00  3   Van         
Yes 13118.00 1    No   4  0.00     19  0  Urban
422000741 0   5/6/1936    63  0  13  157719.63  No  449806.11  Yes F 
PhD           Doctor       18.95  Private    23570.00  6   SUV         
No  0.00     0    No   3  0.00     17  0  Urban
538704088 0   4/22/1964   35  2  12  71902.92   Yes 261074.68  No  M 
High School   Professional 17.83  Private    12190.00  14  Pickup      
No  4688.00  2    No   0  0.00     1   0  Urban
959206681 0   12/6/1945   53  0  12  46395.76   No  164037.24  Yes M 
Bachelors     Blue Collar  28.70  Commercial 22340.00  10  Van         
Yes 0.00     0    No   0  1157.00  11  1  Urban
523862134 0   3/29/1936   63  0  13  39508.08   No  192733.76  Yes M 
Bachelors     Blue Collar  27.64  Commercial 7800.00   3   SUV         
No  0.00     0    No   0  0.00     11  0  Urban
262286587 0   9/1/1958    41  0  13  49470.31   No  0.00       No  M 
Bachelors     Professional 21.12  Private    10550.00  1   Pickup      
No  2987.00  2    No   2  0.00     12  0  Urban
907148462 0   1/21/1951   48  0  11  78322.61   No  223445.05  No  M 
Masters       Lawyer       45.99  Private    14130.00  1   Minivan     
No  7517.00  2    No   6  0.00     17  0  Urban
99935051  0   1/15/1949   50  0  9   76090.62   No  246608.56  Yes M 
High School   Blue Collar  52.59  Commercial 38500.00  1   Panel Truck 
Yes 0.00     0    No   1  5548.00  1   1  Urban
737660155 0   4/27/1957   42  0  7   64734.90   No  0.00       No  M 
Bachelors     Blue Collar  22.66  Commercial 15320.00  1   Minivan     
Yes 0.00     0    No   0  0.00     10  0  Urban
258355237 0   5/7/1962    37  0  10  104539.35  No  314427.31  Yes M 
Bachelors     Blue Collar  27.00  Commercial 26230.00  6   Minivan     
Yes 5046.00  2    No   2  0.00     14  0  Urban
670479631 0   2/25/1955   44  0  5   49604.13   No  175392.18  Yes M 
High School   Blue Collar  21.78  Private    6640.00   19  Pickup      
No  0.00     0    No   1  0.00     6   0  Urban
340189673 0   6/24/1947   52  0  8   44431.51   No  149077.81  No  M 
Masters       Lawyer       22.34  Private    18100.00  6   Van         
Yes 0.00     0    No   0  0.00     13  0  Urban
166070636 0   5/12/1964   35  2  0   0.00       Yes 0.00       No  M 
High School   Student      13.00  Private    15840.00  14  Minivan     
No  4665.00  2    No   6  0.00     1   0  Urban
473298220 0   11/8/1949   50  0  15  33231.21   No  181555.90  No  M 
< High School Blue Collar  42.97  Private    9820.00   4   Minivan     
Yes 0.00     0    No   0  0.00     3   0  Rural
192924997 3   7/21/1959   40  3  17  42465.93   No  163366.55  Yes M 
High School   Blue Collar  35.15  Commercial 30690.00  13  Panel Truck 
Yes 0.00     0    No   0  0.00     5   0  Urban
910475909 0   12/2/1946   52  0  11  81007.83   No  216654.86  Yes M 
Bachelors     Manager      22.16  Commercial 24830.00  4   Panel Truck 
No  11193.00 4    No   4  0.00     14  0  Urban
458303466 1   10/10/1953  46  0  13  56236.73   No  210027.22  Yes M 
High School   Blue Collar  41.54  Commercial 7440.00   1   SUV         
No  16165.00 2    Yes  2  5268.00  8   1  Urban
587295432 0   11/2/1954   45  0  13  15249.00   No  0.00       Yes M 
< High School Student      23.66  Private    29370.00  1   Minivan     
Yes 0.00     0    No   0  0.00     5   0  Rural
374398386 0   8/16/1935   64  1  19  4143.43    No  128324.82  Yes F 
< High School Clerical     46.03  Private    4890.00   1   Sports Car  
No  0.00     0    No   1  0.00     1   0  Rural
720305468 0   6/30/1955   44  2  14  62721.48   No  165940.84  Yes F 
Bachelors     Professional 41.92  Private    15290.00  1   SUV         
No  24878.00 1    No   4  0.00     4   0  Urban
214064538 0   3/2/1949    50  0  8   43379.36   No  210025.78  No  M 
Bachelors     Manager      15.51  Private    32120.00  14  Minivan     
Yes 0.00     0    No   0  0.00     12  0  Urban
872454065 0   2/21/1955   44  2  0   0.00       No  0.00       Yes F 
High School   Student      37.69  Private    14460.00  10  SUV         
No  0.00     0    No   0  0.00     1   0  Rural
113404562 0   10/12/1952  47  0  0   0.00       No  0.00       No  F 
PhD           Home Maker   28.09  Commercial 18040.00  6   Sports Car  
No  0.00     0    No   6  1306.00  10  1  Urban
729074843 0   8/17/1942   57  0  13  40264.16   No  0.00       No  M 
High School   Blue Collar  56.98  Commercial 19260.00  6   Van         
No  0.00     0    Yes  3  3305.00  6   1  Urban
358544143 0   6/16/1957   42  0  9   17630.85   No  89248.06   No  F 
High School   Home Maker   35.14  Private    9250.00   4   Sports Car  
No  6923.00  2    No   0  0.00     1   0  Rural
343549613 0   12/7/1952   46  0  10  70307.22   No  226428.87  Yes F 
Bachelors     Blue Collar  36.26  Commercial 8870.00   4   Sports Car  
No  0.00     0    No   0  0.00     10  0  Urban
977629123 1   11/29/1956  42  3  12  35932.76   No  148958.80  Yes F 
< High School Clerical     5.00   Private    7240.00   1   SUV         
No  0.00     0    No   0  0.00     5   0  Urban
330366234 0   2/23/1940   59  0  12  106523.01  No  0.00       No  F 
Bachelors     Blue Collar  42.45  Commercial 12150.00  8   Pickup      
No  0.00     0    No   0  708.00   10  1  Urban
677436613 0   9/13/1951   48  0  11  36296.42   No  163876.72  Yes M 
High School   Clerical     19.40  Private    6300.00   4   Minivan     
No  0.00     0    No   2  0.00     9   0  Urban
663706408 0   6/10/1939   60  0  13  55259.99   No  187662.22  Yes F 
High School   Professional 35.63  Private    16450.00  1   SUV         
No  1064.00  2    No   2  3646.40  3   1  Urban
640941698 0   9/14/1952   47  1  10  82632.71   Yes 0.00       No  F 
Bachelors     Blue Collar  45.18  Commercial 14460.00  6   SUV         
No  15697.00 2    Yes  0  17628.37 10  1  Urban
44216590  0   8/23/1958   41  0  6   30676.14   No  150713.40  Yes F 
High School   Clerical     26.08  Private    5600.00   6   Minivan     
No  0.00     0    No   1  0.00     9   0  Rural
284137091 0   7/30/1949   50  0  11  47902.25   No  0.00       No  F 
Bachelors     Manager      38.48  Private    21830.00  4   Pickup      
No  1116.00  1    No   4  0.00     7   0  Urban
632856320 0   5/9/1956    43  2  12  23156.77   No  115249.29  Yes M 
High School   Clerical     26.61  Private    20720.00  17  Van         
No  0.00     0    No   0  0.00     1   0  Rural
976688143 0   10/26/1949  50  0  13  39245.36   No  185056.02  Yes M 
Masters       Manager      30.50  Private    1500.00   4   Minivan     
Yes 0.00     0    No   1  0.00     13  0  Urban
462155535 0   3/11/1936   63  0  12  42862.38   No  0.00       No  F 
High School   Professional 17.09  Private    7800.00   11  Sports Car  
No  0.00     0    Yes  0  4491.00  1   1  Urban
13250817  0   8/2/1966    33  1  7   71121.02   No  214820.97  Yes M 
Bachelors     Blue Collar  78.45  Commercial 11910.00  1   Pickup      
Yes 0.00     0    No   2  0.00     8   0  Rural
952361237 0   2/8/1971    28  2  12  38304.65   No  135830.74  Yes F 
Masters       Manager      41.81  Private    21980.00  9   Minivan     
No  1310.00  1    No   6  7881.94  15  1  Urban
955848872 0   11/25/1948  50  0  9   59327.34   No  0.00       No  M 
Bachelors     Professional 45.26  Private    8940.00   1   Minivan     
Yes 0.00     0    No   0  0.00     13  0  Urban
253050441 0   12/22/1975  23  3  13  16192.68   Yes 0.00       No  M 
High School   Clerical     35.63  Private    7290.00   7   Minivan     
Yes 0.00     0    Yes  3  5440.00  1   1  Urban
480878422 0   10/26/1961  38  0  13  146980.80  No  384011.00  Yes F 
Bachelors     Professional 45.69  Private    21900.00  7   Pickup      
No  0.00     0    No   0  0.00     6   0  Urban
649931193 0   12/14/1954  44  2  13  91652.52   Yes 275424.22  No  F 
High School   Blue Collar  47.91  Commercial 19220.00  10  Minivan     
No  0.00     0    No   0  0.00     1   0  Urban
313032853 0   8/31/1956   43  2  15  6324.24    No  0.00       Yes M 
< High School Student      57.70  Private    13180.00  1   Minivan     
Yes 0.00     0    No   0  5209.00  1   1  Urban
853538977 2   4/27/1961   38  3  7   107826.69  No  296962.23  Yes M 
Bachelors     Blue Collar  5.00   Commercial 27800.00  1   Panel Truck 
No  0.00     0    No   3  0.00     13  0  Urban
542281799 0   1/9/1936    63  0  11  19205.43   No  150574.11  Yes F 
Masters       Lawyer       37.82  Private    9200.00   1   Sports Car  
No  0.00     0    No   0  0.00     3   0  Urban
67299017  0   12/20/1950  48  0  9   555.86     No  0.00       Yes F 
< High School Student      20.93  Private    13920.00  13  SUV         
No  6091.00  2    No   4  0.00     1   0  Urban
193426980 0   4/20/1957   42  0  9   67002.79   No  184719.39  No  M 
Bachelors     Manager      11.08  Commercial 22660.00  3   Panel Truck 
No  0.00     0    No   0  0.00     1   0  Urban
123446475 0   2/12/1951   48  0  0   0.00       No  94656.20   Yes F 
High School   Home Maker   12.83  Private    1500.00   1   Sports Car  
No  1061.00  4    No   0  0.00     1   0  Urban
956221255 0   9/27/1970   29  1  12  95883.62   Yes 0.00       No  F 
Bachelors     Blue Collar  16.16  Commercial 31520.00  4   Minivan     
No  4394.00  1    No   5  0.00     11  0  Urban
867204089 0   8/27/1956   43  3  15  61852.18   No  176218.71  Yes F 
High School   Blue Collar  29.84  Commercial 12260.00  11  Minivan     
No  0.00     0    No   0  0.00     1   0  Rural
739059457 0   1/7/1960    39  0  12  29149.46   No  140252.82  Yes M 
High School   Clerical     34.05  Private    8310.00   17  Pickup      
No  0.00     0    No   3  0.00     1   0  Urban
813047682 0   11/4/1956   43  0  14  54067.10   No  168625.81  Yes M 
< High School Blue Collar  5.00   Commercial 6910.00   6   Pickup      
Yes 7076.00  4    No   0  1647.00  1   1  Urban
590017124 0   8/10/1949   50  0  12  138304.50  No  368049.40  Yes F 
Masters       Lawyer       53.82  Private    20330.00  13  Minivan     
No  0.00     0    No   0  0.00     15  0  Urban
799470114 0   7/1/1933    66  0  8   47666.53   No  179034.20  Yes F 
Bachelors     Professional 10.70  Private    14500.00  3   Sports Car  
No  0.00     0    No   2  0.00     12  0  Urban
553736065 0   7/7/1952    47  0  12  61352.29   No  223768.09  Yes F 
Masters       Lawyer       47.48  Private    33510.00  6   Van         
No  1893.00  1    No   4  4378.00  12  1  Urban
681947848 0   4/13/1949   50  0  14  62569.84   No  0.00       No  F 
High School   Clerical     49.36  Private    18760.00  6   Minivan     
No  0.00     0    No   0  11087.86 6   1  Urban
640622708 1   9/17/1954   45  2  8   75555.78   No  269688.08  Yes F 
Masters       Professional 26.16  Private    31350.00  4   Van         
No  1435.00  3    Yes  1  7756.00  8   1  Urban
917757827 0   8/22/1945   54  0  7   29566.59   No  195059.65  Yes M 
< High School Blue Collar  17.86  Commercial 20200.00  6   Van         
No  2913.00  1    Yes  7  7581.00  1   1  Urban
950790157 1   6/22/1962   37  1  14  79665.44   No  222382.27  Yes M 
Masters       Professional 33.92  Private    13170.00  1   Minivan     
Yes 2614.00  2    No   6  0.00     14  0  Urban
993912015 0   2/5/1947    52  0  6   46604.78   No  0.00       No  F 
High School   Manager      27.91  Private    8920.00   6   Sports Car  
No  7035.00  1    No   2  0.00     12  0  Urban
907447835 1   7/9/1956    43  2  13  47982.72   No  181172.74  Yes M 
High School   Clerical     20.48  Private    16460.00  4   Minivan     
Yes 0.00     0    No   0  0.00     9   0  Urban
238589399 0   12/15/1960  38  0  9   81976.19   No  273051.08  Yes M 
Masters       Manager      19.01  Private    20680.00  3   Van         
Yes 0.00     0    No   0  0.00     13  0  Urban
338229507 1   6/29/1956   43  2  9   39719.71   Yes 0.00       No  M 
< High School Blue Collar  21.85  Private    13390.00  9   Minivan     
No  892.00   4    No   4  4261.00  1   1  Urban
662721687 2   3/23/1962   37  3  17  123358.46  No  325559.80  Yes M 
Bachelors     Blue Collar  58.90  Commercial 8070.00   4   Pickup      
Yes 0.00     0    No   0  0.00     1   0  Rural
369429861 0   12/17/1948  50  0  8   28435.77   No  142428.39  Yes F 
High School   Clerical     39.93  Private    6480.00   1   Sports Car  
No  0.00     0    No   0  0.00     10  0  Rural
127146830 0   1/21/1952   47  0  11  19956.19   No  0.00       No  M 
< High School Clerical     25.07  Private    8200.00   8   Minivan     
Yes 25355.00 2    Yes  4  2489.00  1   1  Urban
210529502 0   3/20/1966   33  2  13  57333.58   No  196082.79  Yes M 
High School   Blue Collar  12.70  Commercial 10900.00  1   Pickup      
Yes 0.00     0    No   1  0.00     8   0  Rural
663444518 0   3/21/1953   46  0  12  46253.61   No  162914.21  Yes M 
High School   Blue Collar  30.35  Commercial 10730.00  12  Minivan     
No  0.00     0    No   1  3060.00  1   1  Urban
262631375 0   2/26/1955   44  0  4   31472.73   No  0.00       No  F 
Bachelors     Professional 36.30  Private    5900.00   4   SUV         
No  0.00     0    No   0  0.00     5   0  Rural
631023812 0   10/4/1966   33  2  14  28403.02   No  101888.96  Yes F 
< High School Blue Collar  53.44  Private    15420.00  1   SUV         
No  1037.00  3    No   12 0.00     1   0  Urban
584150715 0   5/16/1942   57  0  14  68818.03   No  253973.55  Yes F 
Bachelors     Professional 46.22  Private    23050.00  1   Minivan     
No  0.00     0    No   4  4101.00  9   1  Urban
472584024 1   11/23/1957  41  2  13  111013.74  Yes 298205.04  No  F 
Masters       Lawyer       34.59  Private    16700.00  4   SUV         
No  0.00     0    No   0  0.00     17  0  Urban
838260596 1   9/25/1960   39  2  14  89361.90   No  243922.36  Yes F 
Bachelors     Blue Collar  5.00   Commercial 11620.00  1   SUV         
No  0.00     0    No   5  2017.00  10  1  Urban
815160542 0   7/4/1951    48  0  11  57600.90   No  187285.49  Yes F 
High School   Blue Collar  53.47  Commercial 15790.00  6   Minivan     
No  27682.00 2    Yes  5  0.00     7   0  Urban
265795286 0   8/14/1945   54  0  9   50924.57   No  0.00       No  F 
Masters       Manager      24.70  Private    8780.00   6   Sports Car  
No  4777.00  3    No   6  0.00     14  0  Urban
103293644 0   8/19/1965   34  1  11  45384.41   Yes 187731.03  No  F 
High School   Clerical     38.63  Private    9810.00   4   SUV         
No  0.00     0    No   0  0.00     8   0  Rural
973990002 0   6/13/1951   48  0  11  55759.93   No  187341.05  Yes F 
Bachelors     Professional 31.59  Commercial 34000.00  1   Pickup      
No  0.00     0    No   1  0.00     12  0  Urban
407080648 1   6/6/1960    39  2  13  31923.66   Yes 0.00       No  M 
High School   Clerical     50.30  Private    11300.00  11  Pickup      
Yes 3774.00  2    No   0  3905.00  7   1  Urban
123925752 1   9/21/1960   39  1  5   103141.56  No  294036.95  Yes F 
Bachelors     Manager      49.84  Private    20680.00  1   Minivan     
No  33399.00 2    No   3  0.00     6   0  Urban
382990882 0   3/9/1961    38  0  13  72349.72   No  199487.15  Yes M 
Bachelors     Professional 15.22  Private    33070.00  1   Minivan     
No  0.00     0    No   1  0.00     10  0  Urban
340152817 0   12/10/1966  32  4  15  51554.00   Yes 0.00       No  F 
Bachelors     Blue Collar  59.58  Commercial 13990.00  1   SUV         
No  2551.00  2    No   3  6040.00  8   1  Urban
322355785 0   9/15/1959   40  0  3   101059.39  No  302339.60  Yes M 
Bachelors     Professional 35.34  Commercial 23780.00  1   Panel Truck 
Yes 3808.00  2    No   0  5047.00  9   1  Urban
687648424 0   7/19/1943   56  0  12  125135.42  No  361933.38  Yes F 
PhD           Doctor       65.87  Private    19610.00  10  SUV         
No  4788.00  2    No   1  0.00     14  0  Urban
327249781 3   4/24/1955   44  4  0   0.00       Yes 0.00       No  F 
High School   Student      16.74  Private    1500.00   3   Sports Car  
No  2602.00  3    No   8  2686.00  9   1  Urban
494100168 0   6/26/1945   54  0  16  204766.34  No  521764.22  Yes M 
PhD           Doctor       33.83  Private    15910.00  1   Minivan     
No  0.00     0    No   2  0.00     15  0  Urban
746249238 0   3/4/1941    58  0  10  129229.58  No  337720.47  Yes M 
Bachelors     Professional 20.92  Commercial 23510.00  1   Panel Truck 
Yes 9937.00  1    No   2  0.00     1   0  Urban
840326050 0   11/21/1952  46  0  9   119815.71  No  0.00       No  M 
Masters       Professional 48.23  Commercial 28260.00  10  Panel Truck 
No  3320.00  2    No   5  38750.16 13  1  Urban
371746150 0   3/17/1959   40  0  12  8584.88    No  0.00       No  M 
High School   Student      33.72  Commercial 13540.00  7   Minivan     
Yes 4451.00  2    No   0  0.00     1   0  Urban
655108878 0   8/30/1956   43  2  11  90333.96   Yes 268229.38  No  F 
Masters       Professional 49.13  Private    15350.00  13  SUV         
No  3308.00  1    No   2  0.00     13  0  Urban
634265225 0   8/17/1965   34  1  6   29706.76   No  133725.26  Yes M 
Masters       Manager      23.59  Commercial 8020.00   1   Pickup      
Yes 6109.00  3    No   4  4994.00  18  1  Urban
919735146 0   11/18/1948  50  0  6   110311.03  No  293831.83  Yes M 
Masters       Lawyer       27.66  Private    13450.00  4   Minivan     
No  0.00     0    No   2  0.00     15  0  Urban
526524770 0   6/2/1944    55  0  5   159825.78  No  444837.60  Yes F 
PhD           Manager      16.04  Private    22980.00  11  Sports Car  
No  0.00     0    No   0  0.00     9   0  Urban
318016319 0   9/19/1971   28  4  7   3985.11    No  0.00       Yes F 
< High School Student      23.96  Private    4700.00   6   SUV         
No  13538.00 3    Yes  7  0.00     3   0  Urban
364290768 0   11/27/1948  50  0  12  108290.23  No  0.00       No  F 
Masters       Lawyer       23.22  Private    6500.00   7   SUV         
No  4995.00  1    No   7  0.00     14  0  Urban
617290547 0   7/27/1952   47  0  9   185369.60  No  424118.21  Yes M 
Masters       Manager      53.61  Commercial 9210.00   6   Pickup      
No  0.00     0    No   0  0.00     17  0  Urban
255379444 0   12/29/1962  36  0  10  65148.98   No  0.00       No  F 
High School   Professional 44.12  Private    18500.00  1   SUV         
No  0.00     0    No   0  0.00     9   0  Rural
742903652 0   8/18/1950   49  0  9   54107.58   No  225755.60  Yes M 
High School   Clerical     35.31  Private    23780.00  7   Minivan     
No  3911.00  2    No   0  0.00     1   0  Urban
578066544 0   1/17/1947   52  0  16  24574.52   No  118810.78  Yes M 
< High School Blue Collar  42.54  Private    12990.00  3   Minivan     
Yes 0.00     0    No   0  0.00     1   0  Urban
633963606 0   2/29/1944   55  0  12  154164.58  No  405226.67  Yes M 
Masters       Lawyer       47.40  Private    21280.00  1   Van         
Yes 615.00   1    No   5  4857.00  17  1  Urban
748083024 0   2/25/1952   47  0  13  42196.07   No  143209.43  Yes F 
High School   Blue Collar  50.21  Commercial 19460.00  1   Sports Car  
No  0.00     0    No   0  0.00     7   0  Rural
161018821 0   4/7/1960    39  0  12  63190.21   No  212219.29  Yes F 
Masters       Manager      30.73  Private    13810.00  1   SUV         
No  19618.00 4    Yes  1  5383.00  16  1  Urban
338407124 0   10/7/1965   34  3  16  61219.92   No  237329.48  Yes F 
High School   Blue Collar  45.54  Commercial 4900.00   7   SUV         
No  0.00     0    No   3  2609.78  1   1  Urban
600009052 0   10/2/1953   46  0  6   85408.43   No  224053.94  Yes M 
Masters       Lawyer       23.96  Private    14640.00  6   Minivan     
No  3916.00  3    No   2  0.00     12  0  Urban
377052151 0   3/4/1966    33  1  10  30884.65   Yes 142220.27  No  F 
High School   Blue Collar  33.25  Commercial 4800.00   1   SUV         
No  6772.00  3    No   0  0.00     1   0  Rural
528487556 0   9/28/1960   39  0  12  40176.73   No  120876.44  Yes F 
Masters       Professional 26.50  Private    18170.00  1   SUV         
No  0.00     0    No   0  0.00     9   0  Urban
616789234 0   1/8/1954    45  0  12  92048.83   No  267901.63  Yes F 
Bachelors     Blue Collar  65.84  Commercial 6000.00   1   Sports Car  
No  41771.00 2    Yes  2  0.00     13  0  Urban
203680274 0   6/18/1971   28  4  16  68393.84   No  226146.20  Yes M 
Bachelors     Blue Collar  30.13  Commercial 2340.00   6   Minivan     
No  6013.00  2    No   8  4193.00  8   1  Urban
706593960 0   4/12/1941   58  0  11  70744.63   No  237421.90  No  M 
Bachelors     Blue Collar  14.92  Commercial 21170.00  7   Van         
Yes 0.00     0    No   3  7483.23  15  1  Urban
809228729 1   12/15/1955  43  3  15  48076.57   No  188743.55  Yes F 
< High School Blue Collar  57.55  Private    21210.00  6   Minivan     
No  3931.00  1    No   5  0.00     1   0  Urban
972082697 0   9/7/1948    51  0  12  85075.73   No  249276.37  Yes F 
Bachelors     Manager      25.47  Private    25860.00  4   Sports Car  
No  0.00     0    Yes  1  0.00     8   0  Urban
228836936 0   2/25/1961   38  0  12  104287.81  No  0.00       No  M 
Masters       Lawyer       47.33  Private    19450.00  4   Minivan     
Yes 0.00     0    No   1  0.00     18  0  Urban
531895374 0   7/2/1944    55  0  14  70112.44   No  284285.34  Yes F 
High School   Blue Collar  20.58  Commercial 22740.00  6   Sports Car  
No  0.00     0    No   4  1356.00  1   1  Urban
5268940   0   4/22/1963   36  3  0   0.00       No  0.00       Yes F 
Bachelors     Student      58.45  Commercial 5100.00   1   SUV         
No  0.00     0    No   3  4363.00  10  1  Urban
185420697 0   5/10/1960   39  2  13  12876.08   Yes 0.00       No  F 
< High School Clerical     22.74  Private    5400.00   4   Sports Car  
No  7415.00  3    No   7  4144.00  4   1  Urban
772521714 0   1/16/1948   51  0  10  205354.20  No  0.00       No  M 
PhD           Doctor       32.23  Private    22040.00  3   Van         
No  1305.00  4    No   0  0.00     18  0  Urban
384332699 1   12/27/1953  45  2  15  64916.24   No  232063.97  Yes F 
Bachelors     Blue Collar  57.35  Commercial 30870.00  1   Pickup      
No  41476.00 1    Yes  4  4303.00  12  1  Urban
162650357 0   6/28/1947   52  0  11  25844.23   No  154309.26  Yes F 
High School   Clerical     42.75  Private    9280.00   3   SUV         
No  0.00     0    No   0  0.00     7   0  Rural
26465136  0   4/14/1954   45  2  14  1404.91    No  90146.43   Yes F 
Masters       Lawyer       29.53  Private    12470.00  1   SUV         
No  0.00     0    No   0  0.00     12  0  Urban
791714037 0   6/25/1949   50  0  0   0.00       No  63705.21   No  F 
Bachelors     Home Maker   33.25  Private    11050.00  6   SUV         
No  0.00     0    No   0  0.00     9   0  Urban
877178697 0   1/19/1958   41  0  6   130.01     No  85854.97   Yes F 
High School   Home Maker   42.35  Private    5340.00   7   Sports Car  
No  0.00     0    No   0  0.00     1   0  Urban
978330238 0   5/25/1959   40  0  13  32130.84   No  133567.59  Yes M 
High School   Manager      24.19  Commercial 12190.00  4   Pickup      
Yes 0.00     0    No   0  0.00     1   0  Urban
877774863 0   3/20/1951   48  0  16  56931.61   No  225092.14  Yes F 
Bachelors     Professional 12.77  Private    7640.00   6   Sports Car  
No  0.00     0    No   0  0.00     1   0  Urban
449152013 0   3/17/1942   57  0  13  50021.04   No  0.00       No  F 
< High School Blue Collar  63.59  Private    15110.00  6   Minivan     
No  0.00     0    No   0  0.00     1   0  Rural
351021322 0   7/8/1953    46  0  10  81941.49   No  277792.18  No  F 
Masters       Lawyer       5.00   Private    14290.00  1   Minivan     
No  0.00     0    No   0  0.00     13  0  Urban
762523260 0   9/29/1968   31  1  9   89639.63   No  223021.37  Yes M 
< High School Manager      45.13  Commercial 21950.00  6   Van         
Yes 4797.00  1    No   3  0.00     1   0  Urban
694317803 1   6/21/1956   43  1  12  41719.55   No  170273.07  Yes F 
High School   Clerical     36.66  Private    12190.00  6   Minivan     
No  0.00     0    No   0  0.00     1   0  Urban
434092377 0   10/9/1950   49  0  12  55087.30   No  230249.26  No  F 
High School   Blue Collar  59.56  Commercial 11910.00  13  SUV         
No  0.00     0    No   0  0.00     1   0  Rural
234885740 0   11/27/1960  38  2  10  60107.43   Yes 206738.21  No  M 
Bachelors     Professional 32.79  Commercial 11310.00  1   Pickup      
No  0.00     0    No   0  0.00     6   0  Rural
957801896 0   6/5/1952    47  0  13  53419.87   No  193458.51  Yes M 
Bachelors     Professional 27.32  Commercial 6200.00   10  Pickup      
No  0.00     0    Yes  3  0.00     12  0  Urban
720107199 0   11/17/1968  31  3  4   62412.27   No  241053.66  Yes F 
Bachelors     Manager      42.07  Private    10840.00  10  SUV         
No  0.00     0    No   0  0.00     17  0  Urban
2723173   2   9/10/1960   39  3  0   0.00       Yes 0.00       No  F 
PhD           Home Maker   29.86  Commercial 22810.00  1   Pickup      
No  0.00     0    Yes  0  5996.00  19  1  Urban
279799481 0   2/21/1960   39  0  14  93076.99   No  244763.76  Yes M 
Bachelors     Professional 28.64  Private    14710.00  1   Minivan     
Yes 0.00     0    No   0  0.00     1   0  Rural
96622902  1   8/12/1958   41  3  15  6232.10    No  0.00       Yes F 
High School   Student      39.75  Private    14370.00  1   Sports Car  
No  6953.00  1    No   1  2102.00  1   1  Urban
550261497 0   10/6/1949   50  0  13  64489.47   No  180165.25  Yes F 
Bachelors     Professional 72.58  Private    12950.00  6   Sports Car  
No  0.00     0    Yes  4  0.00     15  0  Rural
151384507 0   9/5/1947    52  0  10  161142.35  No  430785.06  No  F 
PhD           Doctor       41.48  Private    22480.00  7   Minivan     
No  0.00     0    No   1  0.00     10  0  Urban
803383169 0   8/26/1953   46  0  14  50272.45   No  162890.96  Yes F 
Bachelors     Blue Collar  55.09  Commercial 27620.00  1   Pickup      
No  0.00     0    No   0  1102.00  6   1  Urban
360133721 0   4/26/1966   33  3  15  9157.14    No  0.00       Yes F 
High School   Student      34.98  Private    17970.00  6   Minivan     
No  5548.00  2    No   4  0.00     8   0  Urban
578071481 0   9/14/1944   55  0  11  98129.22   No  232845.40  Yes F 
Bachelors     Manager      35.35  Private    9790.00   4   SUV         
No  0.00     0    No   1  0.00     7   0  Urban
146260479 0   6/9/1955    44  0  8   68769.77   No  0.00       No  M 
Masters       Manager      22.76  Private    10630.00  1   Pickup      
Yes 8924.00  1    No   0  0.00     14  0  Urban
655182815 0   1/18/1947   52  0  13  1702.28    No  0.00       Yes F 
High School   Home Maker   40.20  Private    1670.00   1   Sports Car  
No  0.00     0    No   0  0.00     1   0  Rural
14489942  1   6/8/1957    42  2  15  22155.37   No  127122.87  Yes M 
Masters       Lawyer       29.53  Private    7920.00   6   Pickup      
Yes 0.00     0    No   0  0.00     15  0  Urban
115937071 0   10/29/1983  16  3  11  11718.53   No  74993.64   Yes M 
High School   Clerical     50.73  Private    4270.00   4   Minivan     
Yes 0.00     0    No   2  3562.00  11  1  Urban
158952625 0   11/16/1956  43  0  10  69478.78   No  256801.50  Yes M 
Masters       Professional 53.33  Private    9690.00   4   Pickup      
Yes 0.00     0    Yes  2  0.00     15  0  Urban
45046599  0   7/18/1939   60  0  13  135747.05  No  0.00       No  M 
Masters       Professional 21.25  Commercial 34800.00  13  Panel Truck 
No  3306.00  2    No   0  4859.00  11  1  Urban
798286468 0   4/1/1946    53  0  15  73714.33   No  225277.91  Yes M 
Masters       Lawyer       48.63  Private    21190.00  4   Van         
Yes 0.00     0    No   0  0.00     18  0  Rural
509887154 0   12/26/1945  53  0  11  30963.03   No  0.00       No  M 
Masters       Lawyer       28.72  Private    14880.00  1   Minivan     
Yes 0.00     0    No   2  0.00     9   0  Rural
519840483 0   7/4/1959    40  0  7   33536.24   No  156336.42  Yes F 
High School   Clerical     36.22  Commercial 20290.00  6   Pickup      
No  1365.00  2    No   0  0.00     1   0  Rural
886539014 0   1/10/1951   48  0  11  65239.72   No  189120.00  No  F 
High School   Blue Collar  5.00   Commercial 8020.00   4   SUV         
No  846.00   1    No   0  7618.65  1   1  Urban
148000982 0   10/2/1956   43  0  12  300.02     No  119608.29  Yes F 
< High School Home Maker   44.20  Private    1500.00   4   Sports Car  
No  0.00     0    No   1  0.00     1   0  Rural
484833042 0   5/8/1944    55  0  10  123807.00  No  0.00       No  M 
Masters       Manager      35.97  Private    38230.00  1   Minivan     
Yes 0.00     0    No   1  0.00     8   0  Urban
401442272 0   3/27/1943   56  0  13  105110.56  No  324249.76  Yes M 
Bachelors     Professional 63.34  Private    33150.00  1   Minivan     
No  0.00     0    No   0  0.00     1   0  Rural
457270139 0   6/21/1949   50  0  13  52913.34   No  173613.21  Yes M 
High School   Blue Collar  36.59  Commercial 9980.00   3   Pickup      
Yes 3368.00  4    No   4  5032.00  1   1  Urban
341780638 0   4/24/1942   57  0  11  73903.33   No  224302.84  No  M 
Masters       Professional 43.68  Commercial 28760.00  6   Panel Truck 
Yes 0.00     0    No   0  0.00     12  0  Urban
789902663 0   11/12/1959  40  1  11  1965.24    Yes 0.00       No  F 
PhD           Home Maker   21.48  Private    20630.00  1   Minivan     
No  0.00     0    No   2  0.00     11  0  Urban
225837822 0   10/8/1951   48  0  10  33422.32   No  170713.59  No  M 
Bachelors     Professional 13.36  Commercial 11550.00  1   Pickup      
No  17831.00 2    Yes  13 1473.00  13  1  Rural
700039910 0   9/25/1958   41  0  12  110624.31  No  283357.96  Yes F 
Masters       Lawyer       8.37   Private    16660.00  4   Minivan     
No  0.00     0    No   4  0.00     15  0  Urban
223978655 0   3/12/1962   37  2  13  124587.44  Yes 347574.63  No  M 
PhD           Doctor       32.87  Private    13960.00  10  Minivan     
Yes 43183.00 3    No   5  0.00     21  0  Urban
839444177 0   10/6/1961   38  0  10  31830.89   No  111404.88  No  M 
High School   Clerical     28.28  Private    8480.00   3   Pickup      
Yes 0.00     0    Yes  0  0.00     5   0  Rural
386440451 2   2/17/1937   62  3  17  148705.32  No  385124.80  Yes F 
Masters       Manager      35.05  Private    26720.00  6   SUV         
No  5542.00  3    No   0  0.00     13  0  Urban
184803767 0   6/28/1952   47  0  9   147216.44  No  371760.60  Yes F 
Masters       Lawyer       41.47  Private    28920.00  17  SUV         
No  0.00     0    No   1  0.00     6   0  Urban
411096665 0   5/8/1963    36  0  7   19341.04   No  118468.28  No  M 
< High School Blue Collar  35.91  Commercial 7030.00   11  Pickup      
No  0.00     0    No   1  7123.00  1   1  Urban
708997692 0   4/27/1954   45  0  12  80358.44   No  232458.61  Yes F 
High School   Manager      25.35  Private    6000.00   1   SUV         
No  0.00     0    Yes  2  0.00     1   0  Urban
578202014 0   2/12/1967   32  3  7   9681.85    Yes 84057.15   No  M 
< High School Student      56.55  Commercial 27790.00  4   Panel Truck 
No  0.00     0    Yes  0  0.00     6   0  Urban
960732611 0   4/9/1953    46  0  11  50159.18   No  226464.26  No  F 
Bachelors     Manager      9.72   Private    18430.00  3   Sports Car  
No  0.00     0    No   3  4865.00  10  1  Urban
489736792 0   7/5/1945    54  0  11  27838.99   No  174220.21  Yes M 
< High School Blue Collar  29.22  Private    16970.00  3   Van         
Yes 0.00     0    No   3  0.00     4   0  Urban
604246933 0   6/24/1971   28  1  12  64853.80   No  205488.51  Yes F 
Bachelors     Blue Collar  45.66  Private    25980.00  1   Minivan     
No  0.00     0    No   0  0.00     11  0  Rural
19613798  0   3/3/1959    40  0  11  62849.27   No  225933.59  Yes F 
Bachelors     Professional 40.89  Private    21990.00  13  Minivan     
No  7761.00  2    No   7  0.00     8   0  Urban
734601041 0   1/18/1943   56  3  17  136525.62  No  372714.93  Yes M 
Bachelors     Blue Collar  10.23  Commercial 20750.00  10  Van         
Yes 0.00     0    No   0  0.00     7   0  Urban
603699779 0   4/11/1953   46  0  11  82742.17   No  0.00       No  M 
High School   Manager      24.60  Private    14370.00  7   Minivan     
No  12502.00 2    No   0  0.00     10  0  Urban
865298946 0   8/10/1943   56  0  13  63890.54   No  217027.21  Yes M 
Masters       Manager      21.20  Private    13880.00  1   Minivan     
Yes 0.00     0    No   0  0.00     1   0  Urban
498831834 0   6/21/1948   51  0  14  55037.01   No  215748.16  Yes M 
Masters       Lawyer       23.89  Private    7000.00   3   Pickup      
Yes 0.00     0    No   0  0.00     10  0  Urban
456146375 1   8/11/1957   42  2  11  47880.31   Yes 208836.59  No  F 
< High School Clerical     32.74  Private    6290.00   1   SUV         
No  3224.00  2    Yes  2  3988.00  1   1  Urban
189010371 0   12/23/1948  50  0  10  51552.93   No  173820.96  No  M 
Bachelors     Manager      17.07  Private    14460.00  1   Minivan     
Yes 0.00     0    No   0  0.00     13  0  Urban
621443150 0   3/30/1949   50  0  11  62829.99   No  239935.94  Yes M 
Masters       Lawyer       39.12  Private    14530.00  1   Minivan     
No  0.00     0    No   0  0.00     10  0  Urban
114597908 0   5/22/1957   42  0  11  61181.76   No  201094.20  Yes M 
Bachelors     Blue Collar  23.82  Commercial 14510.00  6   Minivan     
Yes 0.00     0    No   0  0.00     12  0  Rural
677948838 0   4/24/1953   46  0  11  45300.02   No  152064.35  Yes M 
High School   Blue Collar  27.83  Commercial 10630.00  1   Pickup      
Yes 0.00     0    No   1  3538.00  1   1  Urban
838614829 1   1/20/1959   40  2  14  55171.94   Yes 0.00       No  F 
High School   Blue Collar  21.56  Commercial 12400.00  4   SUV         
No  7947.00  3    No   6  0.00     1   0  Rural
403699255 0   1/4/1952    47  0  12  36069.65   No  146434.60  Yes F 
Bachelors     Manager      29.20  Private    15580.00  1   SUV         
No  4963.00  2    No   4  0.00     15  0  Urban
20180493  0   3/12/1949   50  0  11  91115.93   No  0.00       No  F 
Bachelors     Professional 36.02  Private    30560.00  1   Sports Car  
No  0.00     0    No   0  0.00     9   0  Urban
208406343 2   3/22/1963   36  3  12  49515.04   Yes 209724.54  No  M 
High School   Blue Collar  47.18  Private    14490.00  9   Minivan     
Yes 0.00     0    No   0  0.00     7   0  Urban
965745421 1   9/14/1962   37  3  12  28196.17   No  108109.15  Yes F 
High School   Blue Collar  24.43  Commercial 21430.00  15  Minivan     
No  0.00     0    No   2  0.00     4   0  Urban
157610837 0   10/14/1969  30  3  0   0.00       Yes 0.00       No  F 
High School   Home Maker   29.93  Private    10160.00  5   SUV         
No  0.00     0    No   6  1944.90  1   1  Urban
485247868 0   4/16/1962   37  0  0   0.00       No  105757.61  Yes F 
High School   Home Maker   18.80  Private    20060.00  1   SUV         
No  0.00     0    No   0  0.00     1   0  Urban
695751615 0   10/7/1951   48  0  13  20887.24   No  159568.05  Yes M 
< High School Clerical     14.80  Private    13810.00  5   Minivan     
No  3220.00  1    No   2  0.00     6   0  Urban
439710126 0   3/7/1972    27  3  11  30125.02   Yes 0.00       No  M 
< High School Student      5.00   Private    20120.00  1   Van         
No  0.00     0    No   0  0.00     1   0  Urban
211989818 0   6/22/1944   55  0  12  165632.35  No  413215.93  Yes F 
PhD           Lawyer       10.54  Private    20280.00  19  SUV         
No  0.00     0    No   0  0.00     18  0  Urban
695008857 0   6/24/1951   48  0  8   73501.69   No  210562.88  Yes F 
Bachelors     Professional 24.74  Private    11720.00  13  SUV         
No  0.00     0    No   0  0.00     9   0  Urban
331032762 0   12/3/1943   55  0  15  122069.73  No  335022.89  Yes F 
Masters       Lawyer       42.49  Private    18710.00  4   SUV         
No  4118.00  2    No   3  2027.00  13  1  Rural
472441773 0   7/16/1963   36  0  10  160877.69  No  357481.72  Yes F 
PhD           Manager      35.05  Private    21260.00  4   SUV         
No  0.00     0    No   1  0.00     12  0  Urban
398891963 0   1/8/1962    37  0  12  53839.85   No  162697.43  Yes M 
High School   Professional 36.27  Private    10580.00  1   Minivan     
No  2577.00  4    No   6  0.00     1   0  Urban
402530535 0   3/13/1958   41  1  14  59115.15   Yes 0.00       No  M 
Bachelors     Professional 24.56  Commercial 36980.00  6   Panel Truck 
Yes 0.00     0    No   4  26187.94 5   1  Urban
937686991 0   11/23/1967  31  1  11  6067.61    No  56199.06   Yes F 
< High School Home Maker   39.65  Private    10730.00  4   SUV         
No  0.00     0    No   0  0.00     1   0  Urban
900513938 0   3/27/1955   44  3  17  42223.10   No  134917.84  Yes F 
High School   Clerical     24.41  Private    12930.00  6   SUV         
No  19731.00 2    No   0  0.00     1   0  Urban
39111685  0   12/27/1959  39  0  12  43650.03   No  180755.41  Yes F 
High School   Blue Collar  8.57   Commercial 9260.00   1   Minivan     
No  0.00     0    No   0  0.00     7   0  Urban
627068724 0   11/15/1948  51  0  7   171648.83  No  434675.87  Yes F 
Masters       Lawyer       12.59  Private    23760.00  1   Minivan     
No  0.00     0    No   3  0.00     17  0  Urban
83458371  2   3/21/1958   41  2  0   0.00       No  68776.54   Yes F 
High School   Home Maker   42.80  Private    14980.00  9   SUV         
No  0.00     0    No   0  0.00     8   0  Rural
694026286 0   6/5/1961    38  0  4   24417.14   No  148216.55  Yes M 
High School   Clerical     28.84  Private    18570.00  9   Van         
Yes 10192.00 2    No   4  0.00     1   0  Urban
791722844 0   3/23/1962   37  0  10  74519.38   No  0.00       No  M 
Masters       Lawyer       24.13  Private    15220.00  4   Minivan     
No  0.00     0    No   0  0.00     17  0  Urban
269768682 0   5/14/1952   47  0  11  65135.50   No  218705.31  Yes F 
Bachelors     Blue Collar  58.71  Commercial 12710.00  1   SUV         
No  5468.00  2    No   3  0.00     15  0  Urban
341544787 0   11/10/1959  40  0  13  31100.58   No  0.00       No  M 
High School   Clerical     27.70  Commercial 4610.00   7   Pickup      
Yes 1852.00  2    No   1  3321.00  6   1  Urban
964117167 0   6/26/1958   41  0  13  28379.90   No  118927.38  Yes F 
High School   Clerical     41.13  Private    11810.00  4   SUV         
No  0.00     0    No   1  0.00     10  0  Rural
494194045 0   11/6/1950   49  0  13  75609.76   No  252297.76  No  F 
Masters       Manager      13.93  Private    17820.00  7   SUV         
No  0.00     0    No   0  0.00     11  0  Urban
862472750 0   9/13/1941   58  0  15  91051.37   No  329168.40  Yes M 
Bachelors     Professional 31.04  Commercial 31570.00  4   Panel Truck 
Yes 0.00     0    No   1  1307.00  1   1  Rural
675583965 0   6/16/1950   49  0  14  90036.05   No  0.00       No  M 
Bachelors     Manager      21.23  Private    17110.00  18  Van         
Yes 0.00     0    No   0  0.00     17  0  Urban
501889917 0   4/3/1949    50  0  11  105198.17  No  310110.15  Yes M 
Masters       Manager      59.54  Private    8860.00   6   Pickup      
Yes 7792.00  3    No   3  3380.00  17  1  Urban
317841773 0   11/2/1947   52  0  13  108077.80  No  316512.65  Yes F 
High School   Blue Collar  39.94  Commercial 8740.00   4   Sports Car  
No  0.00     0    No   0  0.00     1   0  Rural
719893272 0   5/17/1948   51  0  14  164371.46  No  406985.02  Yes F 
High School   Professional 15.91  Private    17130.00  10  Minivan     
No  0.00     0    No   2  0.00     1   0  Urban
574380692 0   11/25/1961  37  0  4   32541.60   No  109802.70  Yes F 
High School   Clerical     37.36  Private    11490.00  1   SUV         
No  43599.00 2    Yes  7  2105.00  10  1  Urban
518683928 0   7/8/1948    51  0  11  123217.02  No  370037.68  Yes F 
Masters       Lawyer       47.38  Private    18920.00  1   Minivan     
No  0.00     0    No   0  0.00     14  0  Urban
288732715 0   12/21/1961  37  2  13  39323.82   Yes 151113.58  No  F 
Bachelors     Home Maker   45.72  Private    9130.00   10  SUV         
No  5177.00  2    No   6  0.00     10  0  Urban
103901939 0   10/13/1950  49  0  0   0.00       No  124751.44  No  F 
Bachelors     Home Maker   63.12  Private    8420.00   7   SUV         
No  3721.00  2    No   2  0.00     12  0  Urban
39376932  0   5/28/1949   50  0  14  44441.32   No  150983.06  Yes M 
Masters       Lawyer       5.00   Private    10940.00  6   Pickup      
No  0.00     0    No   2  0.00     11  0  Rural
830422780 0   9/28/1950   49  0  15  127612.86  No  333895.53  Yes M 
< High School Blue Collar  5.00   Commercial 19160.00  13  Van         
Yes 0.00     0    No   0  0.00     5   0  Urban
110119669 0   6/24/1959   40  1  14  62501.62   No  201109.72  Yes M 
Bachelors     Professional 31.38  Commercial 23590.00  1   Panel Truck 
Yes 0.00     0    No   0  0.00     11  0  Rural
631562714 0   1/11/1946   53  0  10  121707.52  No  356811.99  No  M 
PhD           Doctor       27.30  Private    19480.00  1   Van         
Yes 0.00     0    No   0  0.00     11  0  Urban
790988713 0   5/23/1948   51  0  0   0.00       No  0.00       Yes M 
< High School Student      42.66  Private    1500.00   9   Minivan     
No  0.00     0    No   0  0.00     1   0  Rural
230948853 0   12/25/1940  58  0  12  69282.45   No  295989.05  Yes M 
Bachelors     Professional 46.52  Private    25230.00  6   Minivan     
No  0.00     0    No   1  0.00     13  0  Urban
738075150 0   7/1/1946    53  0  7   10231.93   No  129978.60  Yes F 
Masters       Home Maker   32.89  Private    7820.00   1   SUV         
No  0.00     0    No   1  3999.00  18  1  Urban
180401987 0   3/22/1954   45  0  13  97205.14   No  294981.66  Yes M 
Bachelors     Manager      5.00   Private    8220.00   1   Minivan     
Yes 0.00     0    No   0  0.00     9   0  Urban
36167079  2   8/30/1956   43  2  12  31938.69   No  133859.36  Yes M 
< High School Blue Collar  60.58  Private    14310.00  13  Minivan     
Yes 0.00     0    No   0  0.00     1   0  Rural
620024930 0   11/8/1946   53  0  6   159399.02  No  0.00       No  F 
PhD           Doctor       31.61  Private    16810.00  1   Sports Car  
No  0.00     0    No   0  4738.00  11  1  Urban
438471451 2   12/2/1955   43  2  12  98421.21   No  291315.62  Yes M 
< High School Blue Collar  15.64  Commercial 25960.00  1   Panel Truck 
Yes 0.00     0    No   6  484.50   1   1  Urban
847041377 1   11/19/1954  44  1  11  42308.91   No  132977.94  Yes F 
< High School Clerical     24.49  Private    11370.00  1   SUV         
No  0.00     0    No   0  0.00     4   0  Rural
539557931 0   4/27/1944   55  0  5   132660.59  No  410563.24  Yes F 
Bachelors     Blue Collar  38.98  Commercial 7000.00   1   SUV         
No  0.00     0    No   1  0.00     6   0  Urban
117704348 0   9/8/1950    49  0  16  25370.73   No  143256.44  Yes M 
High School   Blue Collar  9.67   Private    9030.00   11  Minivan     
Yes 0.00     0    No   1  0.00     11  0  Urban
371469946 0   7/18/1959   40  2  13  31079.90   No  127149.72  Yes M 
High School   Professional 36.83  Private    9980.00   7   Pickup      
Yes 7104.00  4    No   5  0.00     1   0  Urban
798501075 0   5/25/1949   50  0  7   118842.81  No  297865.96  Yes F 
Masters       Lawyer       29.70  Private    11290.00  4   Sports Car  
No  0.00     0    No   1  0.00     15  0  Urban
591805741 0   3/1/1967    32  1  0   0.00       Yes 0.00       No  F 
Bachelors     Student      13.75  Private    4750.00   4   SUV         
No  4074.00  1    No   9  3432.00  9   1  Urban
754785835 0   7/14/1949   50  0  11  83871.49   No  283832.50  Yes M 
Bachelors     Professional 19.77  Commercial 27460.00  11  Panel Truck 
Yes 0.00     0    No   0  0.00     7   0  Urban
247833708 0   12/24/1954  44  3  11  38290.20   Yes 148302.93  No  F 
High School   Blue Collar  5.00   Private    9470.00   6   SUV         
No  30328.00 2    No   4  0.00     1   0  Urban
322211418 0   8/31/1969   30  1  12  42773.73   No  144022.58  Yes M 
< High School Clerical     23.45  Commercial 8910.00   1   Pickup      
Yes 40998.00 1    Yes  2  0.00     5   0  Urban
826444567 0   3/23/1965   34  3  12  18247.45   Yes 0.00       No  F 
< High School Clerical     37.61  Private    15480.00  13  Minivan     
No  3846.00  1    No   0  0.00     1   0  Urban
224170926 0   7/18/1958   41  3  0   0.00       No  0.00       Yes F 
Bachelors     Student      39.51  Commercial 5600.00   1   SUV         
No  2633.00  2    No   5  0.00     5   0  Rural
368568096 1   10/21/1956  43  1  10  81294.19   No  230782.57  Yes F 
Masters       Lawyer       13.83  Private    13930.00  10  Pickup      
No  9537.00  2    No   1  2301.19  16  1  Urban
491058835 0   4/24/1960   39  2  13  88188.65   No  253315.14  Yes F 
Bachelors     Professional 51.88  Private    20960.00  9   Minivan     
No  35324.00 1    No   0  0.00     9   0  Urban
384021681 0   11/28/1953  45  3  0   0.00       No  65358.74   Yes F 
High School   Home Maker   9.06   Commercial 5700.00   1   SUV         
No  0.00     0    No   1  4858.00  1   1  Rural
76935729  0   3/29/1954   45  0  8   19469.20   No  0.00       No  F 
< High School Clerical     37.56  Private    7950.00   3   SUV         
No  7332.00  3    No   5  5226.00  1   1  Urban
9794626   0   6/2/1957    42  0  13  55398.90   No  186120.14  Yes F 
High School   Professional 40.56  Private    11240.00  6   SUV         
No  0.00     0    No   2  0.00     6   0  Urban
972277631 0   9/19/1949   50  0  13  22800.49   No  0.00       Yes F 
Bachelors     Student      52.47  Commercial 16140.00  1   SUV         
No  0.00     0    No   0  0.00     5   0  Rural
895424093 0   7/22/1946   53  1  13  86551.35   Yes 0.00       No  F 
Masters       Lawyer       42.52  Private    18990.00  3   SUV         
No  3436.00  3    No   8  3613.00  14  1  Urban
688077546 0   12/31/1945  53  0  13  75776.60   No  277381.63  Yes M 
Bachelors     Blue Collar  55.75  Commercial 14380.00  10  Minivan     
No  5071.00  1    No   7  0.00     10  0  Urban
305778610 0   7/5/1964    35  3  14  50970.50   No  183050.17  Yes F 
Masters       Lawyer       10.40  Private    7180.00   7   SUV         
No  518.00   1    No   1  0.00     13  0  Urban
162673521 0   9/16/1937   62  0  9   70230.45   No  261855.36  Yes M 
Bachelors     Manager      26.15  Private    26640.00  1   Minivan     
Yes 0.00     0    No   0  0.00     5   0  Urban
376000443 0   5/1/1949    50  0  8   34273.09   No  0.00       No  F 
< High School Clerical     52.43  Private    11770.00  9   Minivan     
No  0.00     0    No   2  4778.00  6   1  Urban
172288864 0   11/11/1960  39  0  11  47458.24   No  0.00       No  F 
Bachelors     Manager      42.43  Private    20270.00  1   SUV         
No  21712.00 3    No   5  0.00     11  0  Urban
285206645 0   7/16/1956   43  0  10  72893.90   No  0.00       No  M 
< High School Blue Collar  54.71  Private    13090.00  6   Minivan     
Yes 537.00   2    No   4  0.00     4   0  Urban
69443309  0   1/4/1965    34  1  12  121860.77  No  308485.85  Yes F 
Bachelors     Manager      32.31  Private    15090.00  4   Minivan     
No  0.00     0    No   0  0.00     1   0  Urban
109360256 1   4/14/1943   56  2  14  176848.95  No  430829.68  Yes F 
Bachelors     Blue Collar  37.10  Commercial 26470.00  4   SUV         
No  0.00     0    No   0  7308.00  6   1  Urban
912021291 0   3/8/1952    47  0  15  55840.55   No  211559.48  Yes F 
Bachelors     Professional 39.11  Commercial 45410.00  6   Panel Truck 
No  0.00     0    No   0  0.00     6   0  Urban
507238022 0   11/13/1953  46  1  11  137285.00  Yes 0.00       No  M 
Masters       Professional 32.77  Commercial 19830.00  10  Van         
No  35428.00 1    Yes  0  0.00     11  0  Urban
274478453 0   11/30/1949  49  0  12  24839.52   No  158849.96  Yes F 
High School   Home Maker   24.43  Private    5820.00   1   SUV         
No  0.00     0    No   1  0.00     8   0  Rural
331339344 0   6/5/1944    55  0  8   110139.50  No  318085.97  Yes M 
Bachelors     Professional 57.31  Commercial 30870.00  1   Panel Truck 
No  0.00     0    No   2  0.00     15  0  Urban
24974672  1   8/29/1953   46  0  10  84666.95   No  236724.61  Yes F 
Bachelors     Blue Collar  56.02  Commercial 35050.00  1   Panel Truck 
No  0.00     0    No   0  0.00     7   0  Urban
176017386 0   7/14/1951   48  0  12  66612.72   No  209238.62  Yes F 
Bachelors     Blue Collar  5.00   Commercial 16340.00  6   SUV         
No  0.00     0    No   0  0.00     5   0  Rural
241052590 0   2/13/1956   43  0  7   119579.17  No  331156.34  No  F 
Bachelors     Blue Collar  27.17  Commercial 17760.00  4   SUV         
No  10137.00 1    No   5  0.00     12  0  Urban
309195361 0   5/12/1950   49  0  12  60048.97   No  227054.34  No  F 
High School   Blue Collar  20.52  Private    6200.00   1   SUV         
No  0.00     0    No   0  0.00     1   0  Rural
510001503 0   5/3/1939    60  0  12  19795.75   No  153061.36  No  F 
Bachelors     Clerical     32.77  Private    21690.00  1   Sports Car  
No  2800.00  2    No   4  0.00     1   0  Urban
812664761 0   11/13/1945  54  0  11  69111.11   No  291969.13  Yes M 
High School   Blue Collar  38.38  Commercial 16510.00  1   Van         
Yes 5038.00  1    No   3  0.00     1   0  Urban
573568276 0   3/13/1945   54  0  13  62059.90   No  244889.21  Yes M 
High School   Professional 51.27  Private    1500.00   6   Minivan     
No  0.00     0    No   3  0.00     1   0  Urban
788620578 0   2/6/1945    54  0  13  81817.77   No  272725.40  Yes M 
Bachelors     Manager      18.40  Commercial 19660.00  1   Van         
No  24690.00 1    Yes  6  0.00     4   0  Urban
452807843 0   12/19/1950  48  0  10  111304.68  No  0.00       No  F 
PhD           Doctor       58.52  Private    17430.00  13  SUV         
No  0.00     0    No   4  0.00     18  0  Urban
215633551 0   5/15/1958   41  0  7   6255.90    No  0.00       No  M 
High School   Student      40.66  Private    5600.00   1   Pickup      
No  0.00     0    No   0  0.00     7   0  Rural
121441578 0   7/1/1964    35  0  11  43111.84   No  0.00       No  M 
High School   Blue Collar  51.00  Commercial 27330.00  10  Panel Truck 
Yes 0.00     0    No   0  0.00     8   0  Rural
;

ods graphics on;
proc freq data=claim_history;
   table claims / plots(only)=freqplot(scale=percent);
run; 

options linesize=120;

proc hpgenselect data=claim_history;
  class education gender car_type car_use mstatus occupation parent1 
        red_car revoked urbanicity;
  model claims = education gender car_type car_use mstatus occupation 
                   parent1 red_car revoked urbanicity bluebook age 
                   car_age home_kids home_value income kids_drive mvr_pts tif 
                   travel_time yoj / distribution=zip link=log;
  zeromodel education gender car_type car_use mstatus occupation parent1 
            red_car revoked urbanicity bluebook age car_age home_kids 
            home_value income kids_drive mvr_pts tif travel_time yoj / link=probit;
  selection method=forward(choose=aicc) details=summary;
  id claims;
  output out=zip pred=pred pzero=pzero;
  ods output fitstatistics=fit nobs=nobs dimensions=dimensions;
run;

options linesize=80;

data _null_;
  set nobs(where=(label="Number of Observations Used"));
  call symput('n',NobsUsed);
run;

data _null_;
  set dimensions(where=(description="Number of Parameters"));
  call symput('parms',value);
run;

data fit;
   set fit(where=(label="Pearson Chi-Square"));
   format pvalue pvalue6.4;
   df=%eval(&n) - %eval(&parms);
   pvalue=probchi(value,df);
   label pvalue="Pr < ChiSq";
run;

proc print data=fit noobs label;
   var label value df pvalue;
run;

proc means data=zip(where=(~missing(pred))) noprint;
   var claims;
   output out=maxcount max=max;
run;

data _null_;
  set maxcount;
  call symput('max',max);
run;

%let max=%sysfunc(strip(&max));

data zip(drop= i);
   set zip(where=(~missing(pred)));
   lambda=pred/(1-pzero);
   array ep{0:&max} ep0-ep&max;
   array c{0:&max} c0-c&max;
   do i = 0 to &max;
      if i=0 then ep{i}= pzero + (1-pzero)*pdf('POISSON',i,lambda);
      else        ep{i}=         (1-pzero)*pdf('POISSON',i,lambda);
      c{i}=ifn(claims=i,1,0);
   end;
run;

proc means data=zip noprint;
   var ep0 - ep&max c0-c&max;
   output out=ep(drop=_TYPE_ _FREQ_) mean(ep0-ep&max)=ep0-ep&max;
   output out=p(drop=_TYPE_ _FREQ_) mean(c0-c&max)=p0-p&max;
run;

proc transpose data=ep out=ep(rename=(col1=zip) drop=_NAME_); 
run;

proc transpose data=p out=p(rename=(col1=p) drop=_NAME_);
run;

data zipprob;
   merge ep p;
   zipdiff=p-zip;
   claims=_N_ -1;
   label zip='ZIP Probabilities'
         p='Relative Frequencies'
         zipdiff='Observed minus Predicted';
run;

proc sgplot data=zipprob;
   scatter x=claims y=p / 
           markerattrs=(symbol=CircleFilled size=5px color=blue);
   scatter x=claims y=zip /  
           markerattrs=(symbol=TriangleFilled size=5px color=red);
   xaxis type=discrete;
run;

proc sgplot data=zipprob;
   series x=claims y=zipdiff / 
           lineattrs=(pattern=ShortDash  color=blue)
           markers markerattrs=(symbol=CircleFilled size=5px color=blue);
   refline 0/ axis=y;
   xaxis type=discrete;
run;