Data set from 3000 individuals living in the mid-Atlantic region, around 2011, from An Introduction to Statistical Learning (http://www-bcf.usc.edu/~gareth/ISL/).

The measured variables:

- `year`: year that wage information was recorded
- `age`: age of worker
- `sex`: factor indicating sex, with levels "1. Male", and "2. Female"
- `maritl`: factor indicating marital status, with levels "1. Never Married", "2. Married", "3. Widowed", "4. Divorced", and "5. Separated"
- `race`: factor indicating race, with levels "1. White", "2. Black", "3. Asian", and "4. Other"
- `education`: factor indicating education level, with levels "1. < HS Grad", "2. HS Grad", "3. Some College", "4. College Grad", and "5. Advanced Degree"
- `region`: region of the country (mid-Atlantic only)
- `jobclass`: factor indicating type of job, with levels "1. Industrial", and "2. Information"
- `health`: factor indicating health of worker, with levels "1. <=Good", "2. >=Very Good"
- `health_ins`: a factor indicating whether the worker has health insurance, with levels "1. Yes", and "2. No"
- `wage`: worker's raw wage

year,age,sex,maritl,race,education,region,jobclass,health,health_ins,wage
231655,2006,18,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,75.0431540173515
86582,2004,24,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,70.4760196469445
161300,2003,45,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,130.982177377461
155159,2003,43,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,154.68529299563
11443,2005,50,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,75.0431540173515
376662,2008,54,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,127.115743812184
450601,2009,44,1. Male,2. Married,4. Other,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,169.528538036679
377954,2008,30,1. Male,1. Never Married,3. Asian,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,111.720849360989
228963,2006,41,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
81404,2004,52,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,128.680488220624
302778,2007,45,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,117.146816914805
305706,2007,34,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,81.2832532842527
8690,2005,35,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,89.4924795180001
153561,2003,39,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,134.705375118879
449654,2009,54,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,134.705375118879
447660,2009,51,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,90.4819133566401
160191,2003,37,1. Male,1. Never Married,3. Asian,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,82.6796372966372
230312,2006,50,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,212.842352315711
301585,2007,56,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,129.156693004704
153682,2003,37,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,98.5993438603892
158226,2003,38,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,200.543262324662
11141,2005,40,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,50.406660861266
448410,2009,75,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,85.3839403789827
305116,2007,40,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,160.642475408263
233002,2006,38,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,94.0727147457005
8684,2005,49,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,277.601417511009
229379,2006,43,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,84.0459576539924
86064,2004,34,1. Male,2. Married,4. Other,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,65.1108537153447
378472,2008,57,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,116.265324062503
157244,2003,18,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,70.4760196469445
82694,2004,55,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,195.676307990453
7690,2005,51,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,101.402052302992
377879,2008,33,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,81.2832532842527
9747,2005,34,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,111.720849360989
233301,2006,36,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,89.8800467811106
157123,2003,56,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,87.9810327856054
230823,2006,70,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,87.9810327856054
80406,2004,25,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,103.90247060316
228851,2006,32,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,105.927810775063
153810,2003,27,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,66.2294082943902
81383,2004,28,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,34.6074177301288
303642,2007,27,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
87492,2004,43,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,45.282169994022
8692,2005,50,1. Male,1. Never Married,4. Other,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,73.7757432746946
86929,2004,39,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,81.2832532842527
380872,2008,52,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,154.68529299563
449480,2009,35,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,267.901086855275
305136,2007,57,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,176.989650489877
227963,2006,25,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,66.2294082943902
232863,2006,33,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,116.265324062503
8621,2005,57,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,200.543262324662
379668,2008,71,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,101.82435207568
84595,2004,43,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,272.294783220064
154634,2003,23,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,35.0334213214995
450864,2009,30,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
84377,2004,22,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,81.2832532842527
234086,2006,59,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,200.543262324662
154482,2003,28,1. Male,1. Never Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
85916,2004,61,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
161065,2003,34,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,111.720849360989
12003,2005,43,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,152.838800991182
228071,2006,54,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,117.146816914805
13479,2005,69,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,77.7376033039781
81494,2004,41,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,87.9810327856054
159076,2003,48,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,125.525498433836
159207,2003,49,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,123.336103962059
447501,2009,42,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,158.294621427791
153767,2003,37,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,200.543262324662
81071,2004,55,1. Male,2. Married,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
376442,2008,21,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,70.4760196469445
87299,2004,58,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,94.0727147457005
228621,2006,31,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,81.2832532842527
232494,2006,25,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,81.2832532842527
228400,2006,32,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,100.764272842107
451860,2009,40,1. Male,1. Never Married,2. Black,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,94.0727147457005
157058,2003,44,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,99.6894636984864
159583,2003,60,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,268.266292012557
233759,2006,23,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,81.2832532842527
159224,2003,63,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,113.567089569751
374859,2008,44,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,87.9810327856054
11710,2005,47,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,128.680488220624
86298,2004,61,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,106.723977625299
453021,2009,55,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,66.0446942318056
161431,2003,24,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,51.521956314716
305888,2007,42,1. Male,3. Widowed,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,85.3839403789827
232199,2006,25,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,76.8936025176112
86568,2004,34,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,90.4819133566401
447500,2009,53,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,68.0764282889521
452506,2009,53,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,130.982177377461
450908,2009,70,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,2. No,127.901232979118
82573,2004,47,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,131.224593755096
159196,2003,46,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
156110,2003,33,1. Male,4. Divorced,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,76.8936025176112
14148,2005,34,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,107.903923866876
232000,2006,22,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,81.2832532842527
453486,2009,74,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
156065,2003,40,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,98.5993438603892
229079,2006,45,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,200.543262324662
450905,2009,43,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,156.503510882633
10660,2005,33,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,144.944364980516
449456,2009,62,1. Male,2. Married,2. Black,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
374660,2008,37,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,121.430313822622
87463,2004,54,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,111.720849360989
9273,2005,34,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,68.7480877337669
377517,2008,50,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
231592,2006,46,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,95.2307125669819
303825,2007,41,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,87.9810327856054
156310,2003,63,1. Male,4. Divorced,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,64.2743972206327
303376,2007,38,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,128.680488220624
230586,2006,35,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,114.475713290347
450109,2009,29,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,112.6488963421
379991,2008,66,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,81.2832532842527
87291,2004,37,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,75.8954848228103
228517,2006,39,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,112.136922992214
160971,2003,42,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,85.3839403789827
307464,2007,51,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,94.0727147457005
449246,2009,55,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,114.475713290347
233043,2006,51,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,176.989650489877
377184,2008,38,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,276.778413321176
8033,2005,49,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,101.82435207568
233687,2006,42,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,91.6992261117042
447751,2009,43,1. Male,5. Separated,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,86.6951548289402
230398,2006,38,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,162.946460744664
378429,2008,59,1. Male,2. Married,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,139.213788138664
447412,2009,57,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,95.2307125669819
13924,2005,25,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,66.9616443217359
87630,2004,49,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,131.194323611687
84600,2004,41,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,90.4819133566401
451987,2009,38,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,114.475713290347
160246,2003,61,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,79.1280844956297
307755,2007,49,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,104.591737924918
375007,2008,52,1. Male,4. Divorced,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,132.487821126123
303430,2007,43,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,141.77517233318
379330,2008,60,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,123.089699847943
8339,2005,46,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,134.705375118879
83190,2004,21,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,55.7673905084923
452580,2009,61,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,106.921814091211
302701,2007,32,1. Male,2. Married,2. Black,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
83222,2004,58,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,87.9810327856054
159871,2003,35,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,88.9296066367913
82108,2004,26,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,81.2832532842527
229714,2006,32,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,94.0727147457005
159048,2003,37,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,106.921814091211
302868,2007,22,1. Male,1. Never Married,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,59.0970640815891
10499,2005,51,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,65.1108537153447
84127,2004,44,1. Male,4. Divorced,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,120.589436530402
11661,2005,35,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,157.700527725737
86282,2004,60,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,129.453644576625
305327,2007,40,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,176.989650489877
81655,2004,35,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,59.0970640815891
303953,2007,35,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,94.0727147457005
374752,2008,47,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,134.705375118879
159109,2003,43,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,81.2832532842527
159285,2003,33,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,81.2832532842527
159909,2003,60,1. Male,4. Divorced,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,153.457515308961
378138,2008,38,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,136.876367635184
9786,2005,53,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,75.0431540173515
86191,2004,55,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,130.220832358777
154759,2003,57,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,104.921506533664
12122,2005,64,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,49.5553381215226
306309,2007,43,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,123.908567597957
377137,2008,35,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,123.089699847943
375944,2008,54,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,78.155161407934
304068,2007,45,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,73.7757432746946
156557,2003,58,1. Male,4. Divorced,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,138.299126920883
306779,2007,48,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,127.115743812184
161021,2003,46,1. Male,2. Married,3. Asian,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,68.7480877337669
85966,2004,46,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,84.39111474778
453692,2009,55,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,85.3839403789827
233313,2006,51,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,128.680488220624
9681,2005,49,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,70.4760196469445
379875,2008,34,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,76.8936025176112
305250,2007,53,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,148.413159102577
84642,2004,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
451306,2009,50,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,175.960883130401
228212,2006,37,1. Male,4. Divorced,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,98.5993438603892
157989,2003,39,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,145.143601176911
88028,2004,52,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,99.6894636984864
155697,2003,50,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,141.08887439127
234523,2006,48,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,123.089699847943
233149,2006,47,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,129.453644576625
13626,2005,27,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,111.720849360989
234640,2006,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,103.90247060316
453255,2009,44,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,118.884359339886
154195,2003,37,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,151.591484239814
232628,2006,52,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,101.82435207568
85539,2004,26,1. Male,1. Never Married,3. Asian,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
377464,2008,39,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,99.6894636984864
230582,2006,25,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,99.6894636984864
9573,2005,31,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,94.0727147457005
84164,2004,58,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,152.216806827106
11880,2005,30,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,104.921506533664
85545,2004,27,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,65.1108537153447
153581,2003,40,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,95.2307125669819
232176,2006,55,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,173.879493310012
450900,2009,35,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,193.411070530969
377900,2008,48,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,114.475713290347
232371,2006,29,1. Male,1. Never Married,3. Asian,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,160.642475408263
12056,2005,25,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,89.4924795180001
84397,2004,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,120.589436530402
233497,2006,27,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,73.7757432746946
228458,2006,44,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,127.115743812184
230993,2006,49,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
153269,2003,22,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,34.6074177301288
305585,2007,45,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,114.475713290347
302536,2007,33,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,85.3839403789827
307024,2007,63,1. Male,2. Married,2. Black,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,318.342430056529
233435,2006,49,1. Male,1. Never Married,2. Black,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,141.77517233318
12288,2005,39,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,130.982177377461
303912,2007,25,1. Male,1. Never Married,4. Other,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,73.7757432746946
14404,2005,29,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,130.982177377461
233441,2006,37,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,75.0431540173515
377452,2008,35,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,154.990260276812
449474,2009,46,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,104.921506533664
381113,2008,58,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,73.118306923864
156406,2003,39,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,123.089699847943
378714,2008,41,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,157.700527725737
376309,2008,29,1. Male,2. Married,2. Black,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,81.2832532842527
451901,2009,37,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,107.256062128429
450725,2009,62,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,78.9816745162994
375024,2008,27,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,73.7757432746946
159821,2003,37,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,94.0727147457005
229865,2006,56,1. Male,5. Separated,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,99.6894636984864
83880,2004,36,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,176.989650489877
9965,2005,23,1. Male,1. Never Married,4. Other,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,73.7757432746946
157250,2003,46,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
453371,2009,26,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,94.0727147457005
228243,2006,43,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,95.2307125669819
307645,2007,36,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,127.115743812184
156420,2003,54,1. Male,5. Separated,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,99.6894636984864
160039,2003,62,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,95.6888119067371
233379,2006,40,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
231082,2006,53,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
301920,2007,48,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,176.989650489877
80687,2004,23,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,61.1875264339915
450566,2009,34,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,81.2832532842527
86450,2004,43,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,256.400649562425
234600,2006,55,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,81.2832532842527
307663,2007,59,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,81.2832532842527
303900,2007,60,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,55.7673905084923
453852,2009,49,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,75.3556793180091
230477,2006,45,1. Male,2. Married,3. Asian,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,130.982177377461
227901,2006,31,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,43.7351116779821
86826,2004,34,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,114.475713290347
8653,2005,26,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
305209,2007,22,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,81.2832532842527
81173,2004,40,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,68.5721657022738
451854,2009,41,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
228591,2006,36,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,97.4932940453934
302140,2007,38,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,62.3983547205685
153731,2003,48,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,97.4932940453934
228955,2006,47,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,134.705375118879
9621,2005,47,1. Male,5. Separated,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,61.1875264339915
305165,2007,35,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,118.884359339886
378023,2008,49,1. Male,2. Married,3. Asian,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,65.1108537153447
82989,2004,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
82023,2004,32,1. Male,3. Widowed,3. Asian,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,104.921506533664
374706,2008,57,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,73.7757432746946
379611,2008,56,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,141.77517233318
452592,2009,73,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,90.4819133566401
305871,2007,29,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,73.7757432746946
157388,2003,49,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,134.705375118879
448936,2009,30,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
377039,2008,29,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,91.6992261117042
82375,2004,36,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,95.2307125669819
449852,2009,39,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,156.503510882633
301195,2007,48,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,104.921506533664
228628,2006,45,1. Male,2. Married,2. Black,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
85756,2004,50,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,54.5981500331442
160269,2003,42,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,32.3664131748549
301711,2007,58,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,118.884359339886
304988,2007,48,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
156809,2003,48,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
14133,2005,45,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
306552,2007,41,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,110.782650276254
377157,2008,27,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,93.5572673479306
82901,2004,44,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
159765,2003,32,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
229546,2006,46,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
9730,2005,52,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,52.1561711699147
158570,2003,22,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,43.7351116779821
83618,2004,53,1. Male,3. Widowed,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,117.146816914805
379620,2008,34,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,118.884359339886
449489,2009,38,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
447879,2009,42,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,101.82435207568
10076,2005,25,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,94.0727147457005
84867,2004,29,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,86.6951548289402
14063,2005,28,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,141.77517233318
12822,2005,46,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,66.9616443217359
302239,2007,55,1. Male,2. Married,2. Black,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
84949,2004,56,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,105.767639622758
11129,2005,41,1. Male,4. Divorced,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,118.884359339886
450963,2009,61,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,176.989650489877
154245,2003,47,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,65.1108537153447
231844,2006,52,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,85.3839403789827
87485,2004,27,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,72.1504556815713
306574,2007,33,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,89.2428846644714
154477,2003,58,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,65.1108537153447
13319,2005,27,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,145.805163374625
452710,2009,52,1. Male,5. Separated,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,87.9810327856054
156407,2003,45,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,41.0998036301194
153297,2003,22,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,68.3956538035455
13996,2005,25,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,81.2832532842527
80386,2004,25,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,73.7757432746946
12586,2005,41,1. Male,2. Married,2. Black,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,130.982177377461
234325,2006,54,1. Male,5. Separated,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
305437,2007,23,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,81.226746312023
231481,2006,36,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,63.1888610037461
83198,2004,31,1. Male,5. Separated,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,94.0727147457005
231026,2006,52,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,92.6581301668597
303072,2007,46,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,76.8936025176112
305362,2007,45,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,118.884359339886
447780,2009,40,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,79.8549003093467
87269,2004,33,1. Male,1. Never Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,86.6951548289402
307318,2007,42,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,133.971500070695
302976,2007,41,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,125.525498433836
302515,2007,25,1. Male,1. Never Married,4. Other,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,92.8958447894966
14041,2005,24,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,72.1504556815713
228348,2006,24,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,118.884359339886
381272,2008,51,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,70.4760196469445
87402,2004,41,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,127.115743812184
451721,2009,42,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
8318,2005,30,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,87.9810327856054
447992,2009,55,1. Male,2. Married,3. Asian,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,54.5981500331442
377619,2008,23,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,84.0459576539924
153764,2003,60,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,85.3839403789827
158574,2003,40,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,141.77517233318
374992,2008,41,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,110.782650276254
155488,2003,80,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,79.8549003093467
8969,2005,53,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,97.4932940453934
86280,2004,40,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,171.765132627508
451302,2009,35,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,137.481247831663
448525,2009,55,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,75.3556793180091
381232,2008,24,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,73.7757432746946
304500,2007,39,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
156397,2003,30,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,95.2307125669819
9066,2005,68,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,87.9810327856054
82172,2004,54,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,109.833985642199
375305,2008,27,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,81.2832532842527
13745,2005,34,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
87094,2004,53,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,127.115743812184
87118,2004,48,1. Male,2. Married,2. Black,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,85.3839403789827
11498,2005,59,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,81.2832532842527
87260,2004,30,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,118.884359339886
303688,2007,45,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,163.515863976238
304050,2007,39,1. Male,2. Married,4. Other,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,104.921506533664
378178,2008,45,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,99.6894636984864
302298,2007,43,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,281.745970551857
157594,2003,30,1. Male,1. Never Married,2. Black,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,138.299126920883
10835,2005,57,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,176.989650489877
81344,2004,53,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,136.876367635184
449687,2009,42,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,186.876677628007
7980,2005,23,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,90.4819133566401
449444,2009,58,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,85.3839403789827
10723,2005,43,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,145.143601176911
154638,2003,33,1. Male,4. Divorced,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,120.589436530402
85115,2004,56,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,101.82435207568
232201,2006,37,1. Male,2. Married,2. Black,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,108.874525834712
452906,2009,41,1. Male,4. Divorced,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,38.6059145209601
301654,2007,33,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,92.8958447894966
307056,2007,50,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,126.323880709786
161096,2003,43,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,191.573683548412
87060,2004,53,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,155.900506146767
12303,2005,37,1. Male,3. Widowed,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
229331,2006,20,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,59.0970640815891
159410,2003,26,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,73.7757432746946
154322,2003,29,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,90.4819133566401
378567,2008,57,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
450843,2009,47,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,151.591484239814
85580,2004,54,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,272.294783220064
303657,2007,38,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,97.4932940453934
231767,2006,23,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,68.111994065327
82755,2004,31,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,127.115743812184
84630,2004,43,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,272.294783220064
154919,2003,33,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,2. No,111.720849360989
83800,2004,48,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,127.115743812184
375159,2008,33,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,87.9810327856054
452406,2009,52,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
375122,2008,30,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,69.7915308454408
87199,2004,44,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,94.0727147457005
82912,2004,38,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,127.273347006486
379794,2008,51,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,160.642475408263
307692,2007,47,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,171.765132627508
7744,2005,28,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,141.77517233318
85617,2004,52,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,115.375038556391
82419,2004,23,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,72.1504556815713
158170,2003,65,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,73.7757432746946
10787,2005,27,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,127.115743812184
86679,2004,33,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,20.9343779401018
379950,2008,49,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,79.8549003093467
380366,2008,27,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,102.870246933215
377229,2008,48,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,115.375038556391
14381,2005,38,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,97.4932940453934
380704,2008,58,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,104.921506533664
154336,2003,40,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,115.375038556391
303935,2007,46,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,93.4866920429597
449322,2009,53,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,123.089699847943
447585,2009,25,1. Male,1. Never Married,2. Black,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
154099,2003,42,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,96.3706528322308
83458,2004,40,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,84.0459576539924
228692,2006,35,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,127.115743812184
10081,2005,50,1. Male,5. Separated,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,95.2307125669819
86122,2004,34,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,81.2832532842527
452287,2009,48,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,102.870246933215
82373,2004,49,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,111.720849360989
448894,2009,41,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,94.0727147457005
81495,2004,37,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,127.115743812184
155436,2003,58,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,104.921506533664
231274,2006,28,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,68.111994065327
158044,2003,33,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,128.680488220624
153953,2003,50,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,143.92735936583
450724,2009,38,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,103.90247060316
160958,2003,48,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,91.6992261117042
376843,2008,30,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,95.2307125669819
229069,2006,49,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,138.299126920883
9667,2005,44,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.55677641507
450052,2009,50,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,94.0727147457005
448988,2009,58,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,114.475713290347
82603,2004,45,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,150.01328628271
7878,2005,44,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,97.4932940453934
14321,2005,35,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,90.4819133566401
8396,2005,59,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,81.2832532842527
447417,2009,45,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,130.982177377461
87860,2004,51,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,150.962783462143
232031,2006,61,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,130.982177377461
378256,2008,45,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,145.143601176911
155519,2003,34,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,90.4819133566401
304018,2007,33,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,113.567089569751
9841,2005,45,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,87.9810327856054
448723,2009,50,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,157.700527725737
233955,2006,50,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
8039,2005,39,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,84.0459576539924
448678,2009,26,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,160.643638171791
306092,2007,49,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,47.9055670370271
153618,2003,20,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,59.0970640815891
157194,2003,31,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,81.2832532842527
306995,2007,49,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,87.9810327856054
304167,2007,56,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,87.9810327856054
12086,2005,61,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,143.808556824369
12979,2005,56,1. Male,5. Separated,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,110.782650276254
451080,2009,51,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,118.884359339886
85699,2004,42,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,120.589436530402
81085,2004,45,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,272.294783220064
228178,2006,30,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,105.375892660271
12945,2005,48,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,69.0108766220885
450263,2009,33,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,87.9810327856054
301266,2007,50,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,89.2428846644714
157405,2003,31,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,171.765132627508
161083,2003,48,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,133.232350826567
8459,2005,35,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,200.543262324662
451331,2009,47,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,92.8958447894966
305396,2007,45,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,148.413159102577
451170,2009,52,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,119.742556289908
306067,2007,46,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,82.6796372966372
303214,2007,47,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,105.927810775063
452388,2009,49,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,267.901086855275
302942,2007,36,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,104.921506533664
11666,2005,51,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,127.115743812184
378911,2008,46,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,157.700527725737
82114,2004,37,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,148.413159102577
7969,2005,23,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,65.1108537153447
379907,2008,43,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,104.921506533664
232187,2006,34,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,78.3924668009837
379987,2008,58,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,139.213788138664
448271,2009,44,1. Male,1. Never Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,112.6488963421
378868,2008,61,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,79.8549003093467
11319,2005,40,1. Male,4. Divorced,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,65.1108537153447
155212,2003,37,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,111.720849360989
160678,2003,33,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,104.921506533664
86604,2004,38,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,176.989650489877
227990,2006,41,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,99.6894636984864
8348,2005,30,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,104.921506533664
156680,2003,51,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,70.8150386167557
158692,2003,39,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,94.0727147457005
231182,2006,56,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,127.115743812184
306711,2007,44,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,97.4932940453934
12734,2005,51,1. Male,4. Divorced,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
229031,2006,35,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,75.1996281485946
449980,2009,27,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,65.1108537153447
160714,2003,47,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,146.462838515063
302861,2007,51,1. Male,2. Married,3. Asian,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,81.2832532842527
230508,2006,41,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,127.115743812184
12537,2005,63,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,73.7757432746946
450603,2009,61,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,65.1108537153447
86119,2004,46,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,99.6894636984864
448869,2009,33,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,79.8549003093467
451086,2009,35,1. Male,5. Separated,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,73.7757432746946
154643,2003,28,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
304493,2007,50,1. Male,2. Married,3. Asian,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,118.884359339886
303813,2007,41,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,284.524740902214
376113,2008,23,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,118.884359339886
86394,2004,45,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,106.921814091211
301315,2007,63,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,100.013486924706
232504,2006,59,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,108.874525834712
10753,2005,30,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
157040,2003,30,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,115.375038556391
305092,2007,45,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,130.982177377461
12728,2005,42,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,79.8549003093467
447357,2009,57,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,106.921814091211
159513,2003,52,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,22.9624006796429
161380,2003,54,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,115.182455126581
14457,2005,30,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,103.90247060316
158761,2003,47,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,184.469464222499
154582,2003,38,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,314.32933644529
158274,2003,47,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,99.6894636984864
378307,2008,39,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,128.680488220624
9863,2005,50,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,87.9810327856054
155729,2003,47,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,54.5981500331442
87848,2004,45,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,99.6894636984864
305240,2007,44,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
159441,2003,52,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,92.1611220323496
80586,2004,42,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,127.115743812184
83515,2004,18,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,41.7049904993395
231410,2006,56,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
81995,2004,50,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,82.6796372966372
232366,2006,50,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,277.79948020565
229698,2006,53,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,99.6894636984864
449667,2009,38,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,176.989650489877
81457,2004,27,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,84.0459576539924
83804,2004,56,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,163.515863976238
154652,2003,50,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,81.2832532842527
159717,2003,56,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,130.982177377461
302069,2007,50,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,127.115743812184
13267,2005,49,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,72.1504556815713
8550,2005,42,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,104.921506533664
449709,2009,50,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,186.876677628007
157793,2003,53,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,176.989650489877
302529,2007,28,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,139.703071527658
157309,2003,45,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,73.7757432746946
451256,2009,24,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,66.2294082943902
159735,2003,25,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,81.2832532842527
85268,2004,38,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,104.921506533664
453542,2009,47,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,109.833985642199
158301,2003,38,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,154.68529299563
307764,2007,33,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,106.921814091211
231800,2006,39,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,277.79948020565
12439,2005,52,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,87.9810327856054
7412,2005,46,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,90.4819133566401
86091,2004,42,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,106.921814091211
159115,2003,61,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,56.9055391446732
10935,2005,32,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,81.2832532842527
447841,2009,42,1. Male,4. Divorced,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,107.903923866876
234010,2006,61,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,196.125272594255
453198,2009,27,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,91.6992261117042
376184,2008,45,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,200.543262324662
160130,2003,58,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,32.3664131748549
306716,2007,25,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,104.921506533664
304809,2007,34,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,100.764272842107
11522,2005,44,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,85.3839403789827
306077,2007,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,82.6796372966372
301911,2007,51,1. Male,2. Married,2. Black,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,97.4932940453934
155698,2003,50,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,121.010826565755
450165,2009,64,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,133.971500070695
159956,2003,54,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
380945,2008,42,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,104.921506533664
301907,2007,31,1. Male,2. Married,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,81.2832532842527
159358,2003,25,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,90.4819133566401
233565,2006,32,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,106.921814091211
301859,2007,51,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,114.475713290347
302193,2007,75,1. Male,2. Married,2. Black,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,53.3953468905727
161261,2003,28,1. Male,2. Married,4. Other,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,87.9810327856054
451254,2009,28,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,66.2294082943902
305400,2007,32,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,96.3706528322308
233567,2006,53,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,272.403225755586
380078,2008,36,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,97.1582750436503
80581,2004,43,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,200.543262324662
87755,2004,51,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,123.089699847943
13685,2005,35,1. Male,2. Married,2. Black,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
83327,2004,46,1. Male,5. Separated,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,94.0727147457005
159834,2003,38,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,81.2832532842527
84809,2004,43,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,154.68529299563
87700,2004,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,109.833985642199
305809,2007,37,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,123.089699847943
380902,2008,59,1. Male,4. Divorced,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,73.7757432746946
158812,2003,33,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,107.903923866876
306821,2007,23,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,73.7757432746946
231279,2006,37,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,87.9810327856054
12575,2005,40,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,27.1405792079024
232850,2006,25,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,94.0727147457005
379119,2008,27,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,102.453557578372
81696,2004,47,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,272.294783220064
378745,2008,52,1. Male,2. Married,2. Black,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,94.0727147457005
304502,2007,23,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,81.2832532842527
80930,2004,33,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,87.9810327856054
9157,2005,37,1. Male,1. Never Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,109.833985642199
377201,2008,34,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,80.4302079458208
160496,2003,51,1. Male,5. Separated,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,148.413159102577
306557,2007,40,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
302928,2007,50,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,81.2832532842527
7880,2005,64,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
379439,2008,54,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,80.487444359511
155174,2003,50,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,91.6992261117042
80508,2004,32,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.355626400253
81575,2004,37,1. Male,2. Married,2. Black,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,104.921506533664
231191,2006,19,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,65.1108537153447
232830,2006,32,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,76.8936025176112
85999,2004,42,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,99.6894636984864
450673,2009,26,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,99.6894636984864
447485,2009,46,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,157.700527725737
453584,2009,18,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,49.5553381215226
8016,2005,43,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,90.4819133566401
160160,2003,62,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,111.720849360989
380311,2008,44,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
11315,2005,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,133.232350826567
232256,2006,43,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,134.705375118879
80679,2004,32,1. Male,1. Never Married,3. Asian,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
229791,2006,48,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
450800,2009,35,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
230173,2006,61,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,130.982177377461
228889,2006,47,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,89.2428846644714
7978,2005,55,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,102.870246933215
374363,2008,28,1. Male,4. Divorced,4. Other,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,76.8936025176112
380398,2008,52,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,149.695042068453
452862,2009,27,1. Male,1. Never Married,2. Black,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,102.870246933215
228899,2006,22,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,90.4819133566401
232593,2006,20,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,69.9291272064087
231255,2006,42,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,106.921814091211
306356,2007,29,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,87.9810327856054
158824,2003,31,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,109.833985642199
380061,2008,59,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,151.591484239814
376529,2008,36,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
304383,2007,32,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,66.9616443217359
10445,2005,32,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,103.90247060316
229647,2006,25,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
377052,2008,43,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,134.705375118879
380800,2008,44,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,43.7351116779821
450000,2009,57,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,116.707154559148
233715,2006,49,1. Male,2. Married,2. Black,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,141.77517233318
304660,2007,41,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,144.47808766541
233026,2006,38,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,134.705375118879
80647,2004,58,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,118.884359339886
87572,2004,59,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,189.244162932803
11809,2005,39,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,160.642475408263
233001,2006,60,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,96.0316570194457
305553,2007,56,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,111.065194319742
379752,2008,44,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
380738,2008,70,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
447577,2009,27,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,81.2832532842527
87038,2004,47,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,118.884359339886
154076,2003,41,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,127.115743812184
374391,2008,29,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,104.921506533664
449807,2009,42,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,112.6488963421
307460,2007,51,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,281.745970551857
449365,2009,47,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,114.477521132502
378727,2008,48,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,111.720849360989
156087,2003,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,134.705375118879
12157,2005,23,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,75.3556793180091
301568,2007,31,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,119.74085129618
10832,2005,59,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,118.884359339886
160170,2003,19,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,27.1405792079024
453712,2009,42,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,182.020620963512
87395,2004,35,1. Male,2. Married,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,65.1108537153447
305387,2007,38,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,141.77517233318
229944,2006,45,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
380031,2008,58,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,135.59805975224
231476,2006,26,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,117.146816914805
154504,2003,30,1. Male,1. Never Married,3. Asian,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,99.6894636984864
231749,2006,54,1. Male,5. Separated,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,277.79948020565
377308,2008,38,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,94.0727147457005
8330,2005,44,1. Male,2. Married,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,94.0727147457005
154617,2003,52,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,96.3706528322308
87791,2004,73,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,75.3556793180091
230102,2006,65,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,104.921506533664
157248,2003,28,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,95.2307125669819
447647,2009,53,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,54.5981500331442
231197,2006,53,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,89.2428846644714
379516,2008,52,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,145.143601176911
451555,2009,27,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,96.8667032433329
158257,2003,57,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,130.982177377461
81725,2004,32,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,84.0459576539924
305274,2007,51,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,148.155046727428
379947,2008,43,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,49.5553381215226
84795,2004,50,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,141.77517233318
83423,2004,53,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,115.375038556391
301999,2007,54,1. Male,2. Married,3. Asian,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,65.1108537153447
305108,2007,24,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,85.3839403789827
375810,2008,40,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,101.82435207568
153403,2003,30,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,95.2307125669819
154768,2003,45,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
302561,2007,55,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,147.116689159978
153724,2003,45,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,140.398200161944
84494,2004,44,1. Male,1. Never Married,2. Black,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
83214,2004,37,1. Male,3. Widowed,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,127.115743812184
378589,2008,41,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,115.375038556391
307823,2007,44,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,59.0970640815891
303202,2007,52,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,76.8936025176112
452445,2009,55,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,141.77517233318
159137,2003,43,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,70.9095858696657
451436,2009,27,1. Male,1. Never Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,200.543262324662
232410,2006,43,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,97.4932940453934
307670,2007,46,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,99.6894636984864
159052,2003,30,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,186.876677628007
155165,2003,43,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,81.2832532842527
13246,2005,48,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,160.642475408263
158241,2003,33,1. Male,1. Never Married,2. Black,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,63.9666908300607
379243,2008,29,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,87.9810327856054
9196,2005,24,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,73.7757432746946
450568,2009,52,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,145.143601176911
7781,2005,50,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,141.77517233318
10997,2005,24,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,76.8936025176112
153426,2003,42,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,123.908567597957
80273,2004,53,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
374547,2008,49,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,279.1974969917
85217,2004,46,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,54.5981500331442
377128,2008,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,154.68529299563
158403,2003,41,1. Male,1. Never Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,180.030197076236
228131,2006,41,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
452170,2009,36,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,87.9810327856054
154530,2003,34,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,91.6992261117042
81780,2004,24,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,59.0970640815891
378629,2008,44,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,123.908567597957
305370,2007,33,1. Male,2. Married,2. Black,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,109.833985642199
301646,2007,25,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,94.0727147457005
12249,2005,40,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,117.146816914805
302635,2007,48,1. Male,1. Never Married,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,65.1108537153447
8793,2005,56,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,97.4932940453934
12032,2005,25,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,118.019753340006
13257,2005,44,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,141.77517233318
156095,2003,27,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,116.176695171054
232674,2006,58,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,75.3556793180091
378952,2008,52,1. Male,4. Divorced,2. Black,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,95.2307125669819
304280,2007,60,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,111.720849360989
376160,2008,39,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,103.90247060316
86736,2004,51,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,147.116689159978
305599,2007,31,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
9903,2005,45,1. Male,3. Widowed,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,118.884359339886
13558,2005,43,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,100.764272842107
378086,2008,45,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,120.589436530402
80963,2004,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,193.866878146586
376772,2008,46,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
453319,2009,51,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,267.901086855275
231608,2006,47,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,174.402876012275
87803,2004,52,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,133.971500070695
154604,2003,31,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,154.68529299563
304641,2007,40,1. Male,2. Married,2. Black,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,154.68529299563
452853,2009,26,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
85681,2004,49,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,95.2307125669819
452452,2009,38,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,109.833985642199
8297,2005,50,1. Male,2. Married,4. Other,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,111.720849360989
233667,2006,63,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,134.705375118879
377125,2008,35,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,85.9010443226556
380656,2008,29,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,118.884359339886
374314,2008,33,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,87.9810327856054
306069,2007,29,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,92.8958447894966
306727,2007,62,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
379612,2008,45,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,124.720446242886
153785,2003,56,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,127.901232979118
157154,2003,58,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,97.4932940453934
306904,2007,39,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,198.350290464385
9761,2005,49,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,92.8958447894966
86702,2004,24,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,94.0727147457005
158105,2003,61,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
379806,2008,58,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,79.8549003093467
449268,2009,47,1. Male,2. Married,3. Asian,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,118.884359339886
83615,2004,41,1. Male,5. Separated,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
378890,2008,71,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,94.0727147457005
230899,2006,47,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,150.070476909424
9311,2005,38,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,176.989650489877
7750,2005,31,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,73.7757432746946
302750,2007,56,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,125.12381572196
231066,2006,44,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,277.79948020565
157343,2003,33,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,107.903923866876
9952,2005,36,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,60.7397785177603
233281,2006,31,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,92.0363233010764
86503,2004,55,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
14172,2005,48,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,66.9616443217359
14341,2005,50,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
231725,2006,42,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,170.6951277113
377627,2008,25,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,130.982177377461
375298,2008,55,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,127.115743812184
84172,2004,28,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,117.146816914805
154047,2003,30,1. Male,2. Married,4. Other,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,123.089699847943
375008,2008,46,1. Male,1. Never Married,2. Black,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,120.589436530402
86259,2004,48,1. Male,4. Divorced,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,130.982177377461
230737,2006,42,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,81.2832532842527
378052,2008,23,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,36.6737041960799
155909,2003,60,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,104.921506533664
375457,2008,34,1. Male,2. Married,2. Black,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,74.412963512917
155588,2003,45,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,129.067820506745
306550,2007,28,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,84.1000101164483
82560,2004,33,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,185.918662879754
379734,2008,58,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,105.927810775063
376576,2008,47,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,163.515863976238
158927,2003,24,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,63.1888610037461
374739,2008,56,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,134.705375118879
83417,2004,56,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,120.926701544426
14351,2005,23,1. Male,1. Never Married,4. Other,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,94.0727147457005
159265,2003,56,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,132.487821126123
157150,2003,45,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,133.232350826567
451548,2009,58,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,145.143601176911
302614,2007,30,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
453033,2009,46,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,150.330653495766
84994,2004,48,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,278.964466695847
227948,2006,50,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,98.2692308087927
380920,2008,43,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
231461,2006,37,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,94.0727147457005
160102,2003,49,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,176.989650489877
449353,2009,31,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,166.324941233877
448411,2009,54,1. Male,2. Married,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,94.0727147457005
306810,2007,52,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,139.703071527658
155681,2003,70,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,78.3924668009837
10055,2005,30,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,141.775856466307
233682,2006,44,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,116.265324062503
157882,2003,34,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
302173,2007,38,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,87.9810327856054
231216,2006,28,1. Male,5. Separated,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,90.4819133566401
9850,2005,38,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,141.77517233318
161403,2003,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,63.0927167348386
377645,2008,52,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,65.1108537153447
84260,2004,34,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,151.591484239814
155985,2003,33,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,123.089699847943
306353,2007,45,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,118.884359339886
228023,2006,58,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,79.8549003093467
156832,2003,38,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,104.004959912222
304488,2007,63,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,55.5361044177385
305737,2007,38,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
303148,2007,31,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,99.6894636984864
302080,2007,53,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,193.452606894109
447857,2009,21,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,102.870246933215
233741,2006,38,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,164.646988930328
85657,2004,18,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,69.6190369046763
379124,2008,28,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
157694,2003,33,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
83479,2004,32,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,99.6894636984864
450888,2009,29,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,95.2307125669819
14252,2005,28,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,82.6796372966372
14421,2005,42,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,116.943081320617
301908,2007,28,1. Male,3. Widowed,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,54.5981500331442
452061,2009,36,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,138.299126920883
304906,2007,47,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,130.982177377461
302424,2007,53,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,281.745970551857
159404,2003,48,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,163.515863976238
231750,2006,36,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,179.214858036271
305745,2007,55,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,126.323880709786
376178,2008,37,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,70.4760196469445
450343,2009,68,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,118.019753340006
160548,2003,65,1. Male,2. Married,4. Other,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,71.3196387942183
302678,2007,37,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,114.475713290347
302085,2007,33,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,138.299126920883
159635,2003,19,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,54.5981500331442
81174,2004,50,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,94.0727147457005
82948,2004,22,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,80.4302079458208
82251,2004,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,89.2428846644714
379828,2008,45,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,117.146816914805
450063,2009,36,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,127.115743812184
9535,2005,37,1. Male,2. Married,3. Asian,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,81.2832532842527
154111,2003,24,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,52.4070640482002
305404,2007,66,1. Male,2. Married,2. Black,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
85550,2004,35,1. Male,2. Married,3. Asian,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,63.1888610037461
447980,2009,33,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,196.125272594255
14481,2005,44,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,101.82435207568
85819,2004,48,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,107.903923866876
450651,2009,47,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,51.2396549228382
82222,2004,41,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
12508,2005,55,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,63.1888610037461
377741,2008,74,1. Male,4. Divorced,2. Black,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,148.413159102577
302139,2007,33,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
153833,2003,62,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,130.982177377461
85624,2004,56,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,101.82435207568
230790,2006,29,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
449764,2009,56,1. Male,1. Never Married,2. Black,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,79.8549003093467
449202,2009,47,1. Male,2. Married,2. Black,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,160.642475408263
13741,2005,45,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,134.705375118879
302523,2007,44,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,160.642475408263
81623,2004,25,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,91.6992261117042
13718,2005,45,1. Male,4. Divorced,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,75.3556793180091
10378,2005,40,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,136.15771083723
161366,2003,56,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,134.705375118879
9215,2005,56,1. Male,2. Married,3. Asian,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,81.9853178344996
157493,2003,47,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,176.989650489877
302363,2007,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.886080351034
11991,2005,38,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,121.262745732618
449684,2009,48,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,94.0727147457005
11238,2005,44,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,99.6894636984864
159751,2003,42,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,123.908567597957
452407,2009,55,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
233537,2006,61,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,82.6796372966372
229847,2006,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,81.2832532842527
9864,2005,30,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,104.921506533664
447299,2009,49,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,99.6894636984864
231895,2006,33,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,136.15771083723
230128,2006,31,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,81.2832532842527
12999,2005,35,1. Male,1. Never Married,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,68.5086896572248
160782,2003,55,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,81.2832532842527
379257,2008,36,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,114.475713290347
161228,2003,37,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,118.019753340006
232829,2006,33,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
234092,2006,48,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,118.884359339886
84421,2004,47,1. Male,2. Married,3. Asian,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
157953,2003,60,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,123.089699847943
86497,2004,28,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,109.833985642199
7737,2005,28,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,102.870246933215
13471,2005,48,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,163.515863976238
448820,2009,29,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,117.146816914805
85643,2004,40,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,92.3000614282589
453480,2009,32,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,100.013486924706
85241,2004,33,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,55.0697284222779
156206,2003,40,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,101.82435207568
84713,2004,42,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
155666,2003,36,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,115.375038556391
83567,2004,39,1. Male,2. Married,2. Black,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,73.7757432746946
449541,2009,44,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,267.901086855275
448368,2009,43,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,129.453644576625
377037,2008,44,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,96.3706528322308
231115,2006,29,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
305375,2007,49,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,104.921506533664
303226,2007,47,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,130.982177377461
85015,2004,46,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,190.547678564741
228219,2006,41,1. Male,4. Divorced,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.019753340006
379558,2008,52,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,79.8549003093467
160043,2003,43,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,72.4793162971252
82149,2004,38,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
156798,2003,42,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,74.4446382014083
9029,2005,56,1. Male,2. Married,2. Black,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,118.884359339886
157633,2003,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,128.680488220624
9820,2005,29,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
448635,2009,33,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,267.901086855275
81776,2004,33,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,104.921506533664
86230,2004,41,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,92.8958447894966
84040,2004,44,1. Male,1. Never Married,2. Black,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,70.4760196469445
11619,2005,45,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,200.543262324662
87714,2004,58,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,102.870246933215
14549,2005,29,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,102.870246933215
83620,2004,42,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,65.1108537153447
378744,2008,68,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
10047,2005,47,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,127.115743812184
11784,2005,30,1. Male,2. Married,2. Black,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,94.0727147457005
12453,2005,39,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,67.8625234113681
378962,2008,42,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,125.525498433836
230457,2006,49,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,165.208773767255
447527,2009,36,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,81.2832532842527
154701,2003,44,1. Male,2. Married,3. Asian,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,112.6488963421
453719,2009,54,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,76.8936025176112
153784,2003,42,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,75.0431540173515
160819,2003,39,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,128.680488220624
380247,2008,30,1. Male,2. Married,3. Asian,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,59.0970640815891
81823,2004,33,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,63.7733911962488
155141,2003,28,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,84.0459576539924
156716,2003,38,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,93.9371815810521
7546,2005,30,1. Male,2. Married,4. Other,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,82.6796372966372
374359,2008,25,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
301939,2007,52,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,81.2832532842527
306511,2007,26,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,66.9616443217359
452755,2009,54,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,166.324941233877
8667,2005,62,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,99.6894636984864
450499,2009,57,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,141.77517233318
156050,2003,32,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,143.134940811134
160046,2003,60,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,35.0334213214995
87749,2004,40,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
8363,2005,49,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,111.014405508798
234293,2006,54,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,132.487821126123
448089,2009,48,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
453187,2009,35,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,73.7757432746946
447835,2009,46,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,143.699710133813
307486,2007,42,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
82464,2004,58,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,272.294783220064
155315,2003,30,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,200.543262324662
380158,2008,27,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,85.3865890236244
375387,2008,55,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
85776,2004,50,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,61.0524210501246
229893,2006,55,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,118.884359339886
229973,2006,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,145.805163374625
13960,2005,32,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,112.6488963421
234361,2006,27,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,106.921814091211
301929,2007,49,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,106.921814091211
306789,2007,50,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,127.115743812184
230376,2006,50,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,87.9810327856054
380304,2008,44,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,144.47808766541
306501,2007,57,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,160.409701962289
376743,2008,72,1. Male,2. Married,2. Black,5. Advanced Degree,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,87.9810327856054
230371,2006,23,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,65.1108537153447
304137,2007,31,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,176.989650489877
374823,2008,36,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,54.5981500331442
451590,2009,63,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
227916,2006,48,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,81.698421724729
7993,2005,46,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,114.475713290347
159388,2003,55,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,142.634472767972
304858,2007,44,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,160.642475408263
230749,2006,44,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,94.0727147457005
86325,2004,32,1. Male,2. Married,4. Other,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,54.5981500331442
154901,2003,60,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,73.7757432746946
81954,2004,42,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,160.642475408263
451332,2009,48,1. Male,2. Married,2. Black,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
379839,2008,36,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,87.9823064294987
449978,2009,31,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,101.82435207568
233080,2006,54,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,111.720849360989
307530,2007,29,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,106.921814091211
161327,2003,46,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,126.323880709786
158949,2003,35,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,109.833985642199
448811,2009,50,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,92.8958447894966
11623,2005,25,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,54.5981500331442
10265,2005,33,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,96.3706528322308
379315,2008,34,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,114.475713290347
230661,2006,51,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,94.0727147457005
81295,2004,33,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,95.2307125669819
305243,2007,59,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,139.00340805947
228627,2006,62,1. Male,5. Separated,2. Black,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,81.2832532842527
13060,2005,28,1. Male,5. Separated,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,94.0727147457005
375312,2008,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,87.9810327856054
156535,2003,52,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,138.299126920883
304223,2007,29,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,89.4924795180001
307620,2007,34,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,92.8958447894966
85969,2004,25,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,54.5981500331442
13360,2005,66,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,94.0727147457005
11113,2005,43,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,68.7480877337669
305667,2007,45,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,92.8958447894966
234017,2006,35,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
12837,2005,43,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
302321,2007,49,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
81373,2004,60,1. Male,1. Never Married,2. Black,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,77.0452008528242
160726,2003,46,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,94.0727147457005
452148,2009,55,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,101.82435207568
229256,2006,32,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
306650,2007,53,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,133.232350826567
452276,2009,57,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,157.10350432345
302510,2007,51,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,281.745970551857
81228,2004,59,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,182.020620963512
228440,2006,45,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,119.09923477134
228053,2006,56,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,71.6867436659172
10471,2005,30,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,85.3839403789827
231759,2006,21,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,72.1504556815713
155837,2003,60,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,138.299126920883
302024,2007,60,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,101.82435207568
301193,2007,48,1. Male,4. Divorced,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
158905,2003,39,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,87.9810327856054
453630,2009,32,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,115.375038556391
303454,2007,51,1. Male,2. Married,2. Black,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,191.573683548412
228501,2006,47,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,86.6951548289402
304450,2007,44,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,75.8522371953675
378489,2008,46,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,166.324941233877
86991,2004,28,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,56.9055391446732
153315,2003,24,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,99.6894636984864
231642,2006,37,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,92.8958447894966
234448,2006,31,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
80744,2004,72,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,92.8958447894966
374333,2008,50,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,101.82435207568
304748,2007,36,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,145.143601176911
232443,2006,27,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,76.8936025176112
451096,2009,27,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,90.4819133566401
82862,2004,41,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,127.115743812184
380709,2008,20,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,82.6796372966372
376073,2008,49,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
301216,2007,25,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,64.1592325660882
233939,2006,41,1. Male,2. Married,3. Asian,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,89.4924795180001
451070,2009,53,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,87.9810327856054
449595,2009,45,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,127.115743812184
158200,2003,32,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,66.9616443217359
9638,2005,47,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
157436,2003,26,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,123.089699847943
452319,2009,31,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,133.232350826567
302474,2007,32,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
230090,2006,50,1. Male,4. Divorced,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,120.166119635421
306734,2007,46,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,115.375038556391
234336,2006,47,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,112.6488963421
8827,2005,55,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,118.884359339886
8301,2005,49,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
85748,2004,25,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,61.1875264339915
376569,2008,60,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,95.6888119067371
378593,2008,62,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,89.2428846644714
158180,2003,63,1. Male,5. Separated,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,127.901232979118
82969,2004,31,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,128.680488220624
228806,2006,29,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
380329,2008,51,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,114.475713290347
304795,2007,28,1. Male,2. Married,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,76.1296996370986
14455,2005,36,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,123.089699847943
304663,2007,28,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
87070,2004,38,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,102.870246933215
380220,2008,35,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,96.3706528322308
12400,2005,46,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,117.146816914805
303868,2007,37,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,90.4819133566401
7845,2005,41,1. Male,4. Divorced,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,104.921506533664
234319,2006,59,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,73.7757432746946
233042,2006,51,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,107.903923866876
233381,2006,26,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
157856,2003,34,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,60.1541246622441
82387,2004,32,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,123.089699847943
301852,2007,23,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,81.2832532842527
82525,2004,50,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,143.134940811134
449130,2009,25,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,69.0981838087226
84343,2004,43,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,78.9816745162994
452636,2009,36,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,128.680488220624
233211,2006,50,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,54.5981500331442
233851,2006,34,1. Male,5. Separated,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,134.705375118879
12233,2005,34,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,104.921506533664
12501,2005,55,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,277.601417511009
153789,2003,39,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,78.214575693165
87826,2004,40,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,82.6796372966372
8875,2005,32,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,117.146816914805
229950,2006,63,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,118.884359339886
85730,2004,38,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,109.833985642199
377504,2008,67,1. Male,2. Married,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,59.0970640815891
13650,2005,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,116.265324062503
155246,2003,31,1. Male,2. Married,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,61.1875264339915
227999,2006,41,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
157775,2003,47,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,78.3924668009837
453565,2009,61,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,122.263673892802
8927,2005,61,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
380898,2008,21,1. Male,2. Married,4. Other,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,54.5981500331442
85375,2004,22,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,66.0446942318056
153469,2003,53,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,126.957885677185
83341,2004,47,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,81.2832532842527
8279,2005,36,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,127.901232979118
307337,2007,36,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,87.9810327856054
13148,2005,42,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,123.089699847943
84841,2004,54,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,104.921506533664
85515,2004,27,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,87.9810327856054
86629,2004,36,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,131.737801155001
231027,2006,35,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,73.7757432746946
157246,2003,60,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,104.921506533664
13588,2005,42,1. Male,5. Separated,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,91.602615662534
376203,2008,41,1. Male,2. Married,2. Black,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,123.089699847943
83057,2004,35,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,131.652698654268
230814,2006,34,1. Male,1. Never Married,2. Black,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,309.5717712662
305515,2007,22,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,70.6610476694407
307267,2007,47,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,84.8520440937874
88046,2004,59,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,102.870246933215
302698,2007,29,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,103.90247060316
232536,2006,32,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,94.0727147457005
158406,2003,49,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,128.680488220624
452654,2009,30,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,106.326864894674
155330,2003,33,1. Male,1. Never Married,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,99.2552868268562
307313,2007,51,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,133.232350826567
159448,2003,37,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,78.3924668009837
155833,2003,46,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,130.982177377461
307280,2007,63,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
7401,2005,41,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,96.3706528322308
11845,2005,40,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,109.833985642199
307683,2007,46,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,281.745970551857
8589,2005,45,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,94.0727147457005
375802,2008,48,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,200.543262324662
305144,2007,28,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,87.9810327856054
453214,2009,65,1. Male,4. Divorced,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,87.9810327856054
8360,2005,50,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,97.4932940453934
377324,2008,53,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,107.903923866876
302793,2007,48,1. Male,2. Married,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,95.6888119067371
154537,2003,30,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,109.833985642199
232060,2006,37,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.3874499713449
83048,2004,51,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,88.8315691738134
376922,2008,55,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,166.324941233877
87672,2004,35,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,94.6956951317194
234303,2006,33,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,122.263673892802
374328,2008,41,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,132.487821126123
158629,2003,34,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,96.3706528322308
231349,2006,33,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,89.2428846644714
377297,2008,49,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,81.2832532842527
230086,2006,62,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,73.7757432746946
81256,2004,31,1. Male,1. Never Married,2. Black,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,109.833985642199
306063,2007,43,1. Male,4. Divorced,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,100.099662492042
378700,2008,43,1. Male,2. Married,2. Black,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,134.265677158654
86261,2004,43,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,91.6992261117042
450507,2009,48,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,109.547296634249
159849,2003,48,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,70.4760196469445
301682,2007,50,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,144.204738892859
448787,2009,29,1. Male,1. Never Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,99.6894636984864
82646,2004,52,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,94.0727147457005
81754,2004,46,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,87.9810327856054
14268,2005,40,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,94.0727147457005
85704,2004,43,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,81.2832532842527
233733,2006,54,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,115.375038556391
229393,2006,38,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,107.903923866876
83536,2004,32,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,101.402052302992
375861,2008,28,1. Male,1. Never Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,144.479422679423
14368,2005,33,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,145.143601176911
85295,2004,44,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,163.515863976238
231204,2006,41,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,81.2832532842527
13498,2005,31,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,40.4056652596845
302692,2007,48,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,97.4932940453934
307635,2007,50,1. Male,2. Married,2. Black,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,117.146816914805
83924,2004,47,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
80239,2004,31,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,84.0459576539924
379220,2008,40,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,88.8164739741151
453870,2009,54,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,86.6951548289402
85521,2004,24,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,75.3556793180091
9738,2005,34,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,98.5993438603892
157529,2003,65,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
307581,2007,28,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,109.642968140263
380007,2008,30,1. Male,5. Separated,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,79.8549003093467
453715,2009,45,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,166.324941233877
381016,2008,35,1. Male,5. Separated,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,139.00340805947
8356,2005,46,1. Male,2. Married,4. Other,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,145.143601176911
156461,2003,47,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,85.3839403789827
380325,2008,71,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,99.6916283970721
156598,2003,39,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,130.982177377461
450872,2009,41,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,68.7480877337669
305335,2007,33,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,139.703071527658
449727,2009,76,1. Male,4. Divorced,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,176.989650489877
452029,2009,20,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,76.8936025176112
232822,2006,34,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,134.705375118879
158958,2003,26,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
233370,2006,51,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
161344,2003,25,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,79.8549003093467
233394,2006,62,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,128.680488220624
233584,2006,37,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,180.779952229859
448801,2009,37,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,94.0727147457005
302882,2007,32,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,89.4924795180001
306349,2007,55,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,130.220832358777
452162,2009,36,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,77.4976813877358
231483,2006,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
82643,2004,46,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,185.283317088498
305066,2007,48,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,128.680488220624
11473,2005,34,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,147.116689159978
86233,2004,39,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,106.921814091211
12787,2005,50,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,115.375038556391
233174,2006,54,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,91.6992261117042
303344,2007,60,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,148.413159102577
307057,2007,48,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,111.720849360989
301337,2007,47,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,126.323880709786
81731,2004,20,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,65.1108537153447
157918,2003,60,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,107.903923866876
160058,2003,37,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,54.5981500331442
159843,2003,46,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,134.705375118879
157233,2003,54,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,72.4793162971252
231489,2006,51,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,130.982177377461
452313,2009,32,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,91.6992261117042
233665,2006,35,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,154.68529299563
157818,2003,46,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
376459,2008,38,1. Male,2. Married,2. Black,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,87.9810327856054
13375,2005,62,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,80.5731997057359
154265,2003,47,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,94.0727147457005
156078,2003,28,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,141.77517233318
303231,2007,61,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,145.143601176911
159873,2003,26,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,94.0727147457005
228330,2006,49,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,127.115743812184
451634,2009,28,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,113.567089569751
159186,2003,61,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,101.595538208147
160564,2003,42,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,134.705375118879
447672,2009,31,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,127.115743812184
452613,2009,50,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
12504,2005,44,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,78.3924668009837
302206,2007,46,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,318.342430056529
234624,2006,54,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,82.6796372966372
159256,2003,40,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,97.4932940453934
14460,2005,38,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,87.8535469003831
233287,2006,43,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,184.167135799587
452861,2009,43,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,109.833985642199
88065,2004,30,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,95.2307125669819
7550,2005,58,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,59.0970640815891
302313,2007,60,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,118.884359339886
82600,2004,45,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,130.982177377461
380306,2008,47,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,134.705375118879
13488,2005,47,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,87.9810327856054
153493,2003,59,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,67.3689820806645
227880,2006,36,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,83.3213415447885
378323,2008,39,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
81976,2004,40,1. Male,2. Married,3. Asian,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,105.927810775063
155452,2003,42,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,85.3839403789827
450962,2009,29,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,73.7757432746946
11853,2005,38,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,139.00340805947
156191,2003,58,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,123.089699847943
87661,2004,18,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,55.9974338324572
82514,2004,35,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,141.77517233318
378030,2008,30,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,2. No,154.072997206315
157381,2003,48,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,118.884359339886
86485,2004,27,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,114.475713290347
10930,2005,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,120.926701544426
307771,2007,34,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,97.4932940453934
85202,2004,54,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,141.77517233318
233889,2006,20,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,75.0431540173515
7496,2005,50,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,89.4924795180001
453337,2009,42,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,198.350290464385
376076,2008,45,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,65.2614390229193
160307,2003,59,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,107.903923866876
161341,2003,44,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,81.2832532842527
11390,2005,67,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,76.8936025176112
301389,2007,26,1. Male,1. Never Married,2. Black,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,76.8936025176112
304303,2007,40,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,140.398200161944
87441,2004,42,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,104.921506533664
12175,2005,22,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,81.2832532842527
12033,2005,43,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,140.398200161944
82301,2004,34,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,79.8549003093467
83227,2004,44,1. Male,4. Divorced,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,79.8549003093467
153765,2003,53,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,268.266292012557
158059,2003,54,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,124.720446242886
375572,2008,55,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,148.413159102577
448806,2009,30,1. Male,1. Never Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
82280,2004,48,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,176.989650489877
153375,2003,48,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
380151,2008,30,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,127.115743812184
230950,2006,38,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,110.782650276254
14546,2005,25,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,91.6992261117042
450602,2009,59,1. Male,3. Widowed,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,104.921506533664
81692,2004,38,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,2. No,272.294783220064
158659,2003,40,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,268.266292012557
306889,2007,36,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,163.515863976238
379968,2008,60,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,104.921506533664
10750,2005,40,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,123.089699847943
155530,2003,28,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
86633,2004,34,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
378686,2008,39,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,175.443549299129
10144,2005,26,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,96.3706528322308
87286,2004,28,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,96.9340904570115
87895,2004,27,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
375523,2008,34,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
451283,2009,38,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,311.934568896444
14519,2005,51,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
380780,2008,58,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,87.9810327856054
86239,2004,42,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,138.299126920883
10984,2005,32,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,47.933671329738
231862,2006,27,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,104.921506533664
449495,2009,51,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
448715,2009,50,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,133.232350826567
448977,2009,25,1. Male,1. Never Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,115.375038556391
234530,2006,60,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,120.926701544426
86190,2004,62,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,148.413159102577
230114,2006,53,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,120.589436530402
447347,2009,39,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,144.47808766541
155626,2003,23,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,90.4819133566401
376579,2008,47,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,148.413159102577
451819,2009,32,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,123.089699847943
155900,2003,57,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,268.266292012557
8505,2005,40,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,78.3924668009837
234613,2006,57,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,107.903923866876
11832,2005,31,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
11081,2005,28,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,89.2428846644714
301246,2007,58,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,130.982177377461
375987,2008,47,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
156259,2003,41,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,70.4760196469445
85655,2004,53,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,108.681308237349
448836,2009,27,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,80.5731997057359
153902,2003,19,1. Male,1. Never Married,2. Black,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,65.1108537153447
305415,2007,47,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,65.1108537153447
9743,2005,44,1. Male,5. Separated,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,118.884359339886
230054,2006,32,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,73.7757432746946
12519,2005,23,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,54.5981500331442
227962,2006,31,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,66.2294082943902
83739,2004,42,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,272.294783220064
157490,2003,50,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,134.705375118879
82456,2004,52,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,46.7632687977187
159012,2003,20,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,76.8936025176112
88116,2004,33,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,81.2832532842527
376549,2008,26,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,99.6894636984864
87170,2004,40,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,166.324941233877
11435,2005,29,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,94.0727147457005
85129,2004,35,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
448698,2009,34,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
154709,2003,37,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
379618,2008,37,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,161.914951381929
161267,2003,22,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,73.7757432746946
380753,2008,39,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,99.6894636984864
153467,2003,42,1. Male,2. Married,3. Asian,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,103.90247060316
231484,2006,44,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,108.874525834712
379211,2008,45,1. Male,4. Divorced,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,107.903923866876
156236,2003,42,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,141.77517233318
450978,2009,52,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,160.642475408263
84773,2004,27,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,112.186122875854
449829,2009,46,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,169.073540049428
305946,2007,59,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,96.3706528322308
12507,2005,52,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,81.2832532842527
154311,2003,19,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,54.5981500331442
154975,2003,64,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,107.903923866876
307420,2007,38,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,136.876367635184
228741,2006,45,1. Male,5. Separated,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,65.1108537153447
376605,2008,53,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,179.528092196451
304583,2007,28,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,66.2294082943902
159573,2003,39,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,104.921506533664
375743,2008,52,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,176.989650489877
449387,2009,41,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,114.475713290347
83565,2004,44,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,76.8936025176112
7664,2005,48,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,94.0727147457005
157200,2003,47,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,127.115743812184
230665,2006,31,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,94.0727147457005
12813,2005,28,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,103.90247060316
302409,2007,45,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
83416,2004,56,1. Male,3. Widowed,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,87.9810327856054
83964,2004,47,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,136.15771083723
13483,2005,41,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,94.0727147457005
232794,2006,49,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,87.9810327856054
447864,2009,28,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,97.4932940453934
452049,2009,19,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,43.7351116779821
87163,2004,48,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,117.146816914805
157204,2003,47,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,127.115743812184
80604,2004,57,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,272.294783220064
161272,2003,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
87121,2004,45,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,66.9616443217359
231993,2006,52,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,127.901232979118
377133,2008,51,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
449641,2009,46,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,74.4383046681824
156429,2003,45,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,143.134940811134
12311,2005,40,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,87.9810327856054
379397,2008,48,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,128.680488220624
84236,2004,47,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,121.430313822622
451645,2009,45,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,98.5993438603892
8988,2005,49,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,117.146816914805
307325,2007,57,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,109.833985642199
11919,2005,77,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
11403,2005,48,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,160.642475408263
88019,2004,56,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
306940,2007,39,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,163.515863976238
155528,2003,44,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,110.782650276254
301789,2007,49,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
378048,2008,58,1. Male,2. Married,3. Asian,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,54.5981500331442
8841,2005,46,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,127.036846683616
85602,2004,39,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,123.089699847943
304529,2007,26,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,73.7757432746946
157296,2003,61,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,99.6894636984864
155829,2003,62,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,94.0727147457005
379034,2008,47,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,87.9810327856054
153627,2003,40,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,118.884359339886
229223,2006,35,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,65.1108537153447
380392,2008,61,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,141.77517233318
158726,2003,38,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,134.705375118879
377495,2008,18,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,76.8936025176112
230878,2006,45,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,101.402052302992
453110,2009,27,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
85888,2004,22,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,95.2307125669819
376196,2008,29,1. Male,2. Married,4. Other,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,73.7757432746946
228775,2006,50,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,123.089699847943
153559,2003,25,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
304567,2007,35,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
83140,2004,41,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,127.115743812184
450085,2009,38,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,145.143601176911
378923,2008,49,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,118.884359339886
87254,2004,36,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,128.680488220624
9513,2005,66,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,92.8958447894966
156960,2003,23,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,68.7480877337669
80462,2004,28,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
304074,2007,42,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
306048,2007,20,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,43.7351116779821
448446,2009,37,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,189.244162932803
448106,2009,58,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,32.3664131748549
86335,2004,45,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,154.68529299563
230002,2006,64,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
447211,2009,45,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,148.413159102577
305589,2007,52,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,101.82435207568
8755,2005,42,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,123.089699847943
13308,2005,32,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
448287,2009,40,1. Male,5. Separated,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,75.0431540173515
10187,2005,55,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,160.642475408263
80524,2004,46,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,104.921506533664
377969,2008,55,1. Male,5. Separated,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,81.2832532842527
153484,2003,53,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
11876,2005,33,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,104.921506533664
229679,2006,45,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,95.2307125669819
229435,2006,54,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
80558,2004,32,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,84.0459576539924
11650,2005,42,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,176.989650489877
82081,2004,35,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
82799,2004,54,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,94.0727147457005
155256,2003,38,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,94.0727147457005
80446,2004,31,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,101.82435207568
159200,2003,41,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,85.3839403789827
8197,2005,45,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,142.457169885112
153388,2003,49,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
88113,2004,50,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,95.2307125669819
155513,2003,40,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,111.720849360989
158884,2003,29,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,59.6286455536557
230315,2006,25,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,99.6894636984864
86782,2004,32,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,99.6894636984864
306149,2007,51,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,86.6951548289402
380883,2008,29,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,93.0440149336701
7639,2005,32,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,134.705375118879
381143,2008,42,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,145.143601176911
9181,2005,59,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
158451,2003,31,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,87.9810327856054
229117,2006,29,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,108.390640020409
233600,2006,52,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,73.7757432746946
231346,2006,35,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,73.7757432746946
379646,2008,28,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,106.369647181498
228164,2006,50,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,78.3924668009837
85693,2004,49,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,72.5612283088075
452344,2009,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,73.7773452719489
160400,2003,26,1. Male,1. Never Married,4. Other,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,38.2235828218228
160533,2003,31,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
307204,2007,50,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,50.4119228435697
450078,2009,62,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,170.460165914858
84607,2004,35,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,123.089699847943
10989,2005,22,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,73.7757432746946
155859,2003,55,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,110.782650276254
234391,2006,63,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,125.525498433836
81772,2004,63,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,75.0431540173515
377896,2008,39,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,95.2307125669819
153951,2003,28,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,118.884359339886
231716,2006,43,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,127.115743812184
229399,2006,58,1. Male,2. Married,2. Black,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,70.4760196469445
302102,2007,38,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,166.324941233877
81714,2004,49,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,139.156325391862
155433,2003,62,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,25.2910080971035
87168,2004,36,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,81.4468348606011
85320,2004,54,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,87.9810327856054
7420,2005,26,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,116.442318333651
451424,2009,46,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,166.324941233877
229703,2006,58,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,149.695042068453
14417,2005,22,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,73.7757432746946
9241,2005,58,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,277.601417511009
377591,2008,63,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,136.876367635184
302226,2007,67,1. Male,2. Married,2. Black,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,129.453644576625
376645,2008,44,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,111.720849360989
157321,2003,51,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,178.700657207025
154342,2003,46,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,49.5553381215226
301885,2007,43,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,82.6796372966372
84599,2004,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,73.7757432746946
374558,2008,31,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,92.8958447894966
301209,2007,41,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
378837,2008,21,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,84.0459576539924
374851,2008,51,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,76.8936025176112
153917,2003,43,1. Male,5. Separated,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,79.8549003093467
86617,2004,34,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,130.982177377461
374294,2008,45,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
375787,2008,35,1. Male,2. Married,3. Asian,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,65.1108537153447
83031,2004,33,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,134.705375118879
155234,2003,46,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,94.0727147457005
156931,2003,38,1. Male,1. Never Married,2. Black,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,94.0727147457005
84305,2004,44,1. Male,1. Never Married,2. Black,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,90.4819133566401
233131,2006,50,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,111.721782427997
451873,2009,55,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,107.903923866876
452428,2009,49,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,191.573683548412
232403,2006,47,1. Male,2. Married,2. Black,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,145.143601176911
158091,2003,40,1. Male,2. Married,4. Other,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,138.639172221569
159901,2003,21,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,53.6387220221678
374894,2008,60,1. Male,2. Married,2. Black,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,93.0534873610655
376018,2008,56,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,81.2832532842527
85534,2004,61,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,128.680488220624
378978,2008,44,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,136.15771083723
305552,2007,43,1. Male,4. Divorced,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,160.642475408263
12671,2005,29,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,109.833985642199
157620,2003,38,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,148.413159102577
156543,2003,26,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,108.390640020409
234246,2006,28,1. Male,1. Never Married,4. Other,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,67.1430807546635
157606,2003,38,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,118.019753340006
230929,2006,45,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,109.833985642199
87063,2004,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,47.3389060962716
157575,2003,33,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,62.91365496918
8274,2005,44,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,70.4760196469445
229913,2006,48,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
301692,2007,45,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,92.7913480810133
304818,2007,56,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,99.6916283970721
448786,2009,40,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,114.475713290347
229605,2006,71,1. Male,2. Married,2. Black,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,89.2428846644714
231509,2006,30,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,118.884359339886
80950,2004,45,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
87704,2004,41,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,90.4819133566401
158664,2003,40,1. Male,2. Married,4. Other,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
81095,2004,59,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,89.1678286670778
302918,2007,46,1. Male,2. Married,3. Asian,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,73.7757432746946
161349,2003,38,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,70.4760196469445
306415,2007,26,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,93.4866920429597
10603,2005,53,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,70.4760196469445
86007,2004,46,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
306146,2007,42,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,98.5993438603892
234661,2006,28,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,54.5981500331442
84287,2004,30,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,86.6951548289402
377509,2008,34,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
377763,2008,46,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,160.642475408263
306688,2007,22,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,59.0970640815891
302888,2007,37,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,92.7295279091354
377799,2008,27,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,63.1888610037461
381003,2008,52,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
380799,2008,43,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,65.1108537153447
83368,2004,52,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
11548,2005,54,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,109.489841452174
304155,2007,47,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,99.6894636984864
9144,2005,21,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,105.927810775063
11624,2005,42,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,134.705375118879
153897,2003,72,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,189.244162932803
157384,2003,38,1. Male,2. Married,3. Asian,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,104.921506533664
453498,2009,53,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,82.6796372966372
229614,2006,35,1. Male,5. Separated,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,81.2832532842527
380993,2008,60,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,76.8936025176112
159758,2003,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,85.3839403789827
10899,2005,45,1. Male,4. Divorced,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,73.7757432746946
374347,2008,61,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,106.608021493532
374986,2008,64,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,95.2307125669819
81794,2004,39,1. Male,2. Married,3. Asian,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,70.4760196469445
303090,2007,46,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,105.927810775063
375451,2008,25,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,56.4538649754188
154262,2003,80,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,94.0727147457005
379725,2008,51,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,105.927810775063
88050,2004,58,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,75.0431540173515
451349,2009,52,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
84848,2004,45,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,138.299126920883
306255,2007,41,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
82384,2004,42,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,95.2307125669819
378696,2008,31,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,94.0727147457005
85794,2004,49,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,123.089699847943
450118,2009,47,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,90.4819133566401
9457,2005,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
230105,2006,53,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
153266,2003,37,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,85.3839403789827
157526,2003,52,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,191.573683548412
234243,2006,41,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,101.82435207568
231448,2006,39,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
449095,2009,63,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,171.765132627508
303172,2007,23,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,73.4544282607621
81506,2004,62,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
80235,2004,43,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,272.294783220064
87943,2004,29,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,102.870246933215
83985,2004,43,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,160.642475408263
375234,2008,34,1. Male,2. Married,2. Black,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,123.089699847943
156633,2003,38,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,91.6992261117042
14384,2005,25,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,85.3839403789827
8450,2005,64,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,109.833985642199
160165,2003,49,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,114.475713290347
451015,2009,46,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,84.3157688645753
232095,2006,30,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
154723,2003,33,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,57.3525910796177
304780,2007,29,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,104.921506533664
377397,2008,32,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,125.525498433836
303182,2007,54,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,108.874525834712
11131,2005,40,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,65.1108537153447
7535,2005,24,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
375336,2008,30,1. Male,5. Separated,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,70.8150386167557
451744,2009,49,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,145.143601176911
232578,2006,47,1. Male,2. Married,4. Other,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,101.82435207568
374914,2008,25,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,84.0459576539924
307821,2007,44,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,134.705375118879
305822,2007,41,1. Male,4. Divorced,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,97.4932940453934
7495,2005,54,1. Male,5. Separated,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,154.68529299563
449798,2009,59,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,200.543262324662
159599,2003,25,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,59.7342233407467
448887,2009,63,1. Male,2. Married,2. Black,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,91.6992261117042
453745,2009,49,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
375738,2008,35,1. Male,5. Separated,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
229672,2006,24,1. Male,1. Never Married,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,66.2294082943902
161522,2003,66,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,92.8958447894966
378510,2008,57,1. Male,2. Married,4. Other,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,94.0727147457005
160189,2003,47,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
230629,2006,44,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,132.487821126123
233946,2006,56,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,127.115743812184
86943,2004,34,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,99.6894636984864
230497,2006,23,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,40.4056652596845
377005,2008,30,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,138.299126920883
80350,2004,38,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,102.870246933215
81917,2004,43,1. Male,2. Married,2. Black,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,79.8549003093467
301556,2007,58,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,111.720849360989
8888,2005,36,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,62.198679430261
307676,2007,48,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,70.4760196469445
7381,2005,35,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,86.0428011301927
233790,2006,22,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,99.6894636984864
303636,2007,50,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,113.567089569751
81716,2004,58,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,100.764272842107
158585,2003,20,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,61.1875264339915
307816,2007,44,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,113.61274572643
154833,2003,50,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,134.705375118879
450754,2009,55,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,104.923531700709
157064,2003,39,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
377858,2008,32,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,276.778413321176
380391,2008,50,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,148.413159102577
452617,2009,24,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,148.413159102577
452685,2009,53,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
154958,2003,35,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,81.2832532842527
161421,2003,25,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,79.8549003093467
229694,2006,24,1. Male,1. Never Married,3. Asian,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
7822,2005,57,1. Male,5. Separated,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
12679,2005,43,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,65.1108537153447
447486,2009,33,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,88.2986994723057
13835,2005,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,91.6992261117042
379762,2008,39,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,73.7757432746946
81141,2004,32,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,70.4760196469445
7699,2005,48,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,128.680488220624
85842,2004,29,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,94.0727147457005
12364,2005,35,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,98.5993438603892
84080,2004,41,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,133.232350826567
451706,2009,52,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,134.705375118879
14152,2005,50,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,91.6992261117042
85144,2004,35,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,160.635498596854
302797,2007,27,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
81223,2004,57,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,114.475713290347
88062,2004,48,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,97.4932940453934
452864,2009,41,1. Male,4. Divorced,2. Black,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,98.0483505056004
12144,2005,59,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,104.921506533664
160944,2003,55,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
8105,2005,54,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,133.232350826567
154672,2003,34,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
453271,2009,43,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,73.7757432746946
155921,2003,43,1. Male,4. Divorced,2. Black,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,104.921506533664
154732,2003,62,1. Male,3. Widowed,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,62.0303046060726
233690,2006,45,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,97.4932940453934
86143,2004,40,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,145.805163374625
156740,2003,33,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,82.6796372966372
12718,2005,45,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,148.413159102577
449744,2009,21,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,49.5553381215226
448117,2009,54,1. Male,2. Married,3. Asian,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,73.7757432746946
154750,2003,43,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,73.7757432746946
83654,2004,54,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,127.115743812184
81277,2004,35,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,109.833985642199
379686,2008,23,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,61.5945831752282
227939,2006,61,1. Male,3. Widowed,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,111.440469567068
80897,2004,51,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,138.299126920883
231662,2006,43,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,127.115743812184
154839,2003,20,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,75.3556793180091
305114,2007,51,1. Male,2. Married,4. Other,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,139.00340805947
450873,2009,65,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,118.884359339886
447174,2009,37,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
377920,2008,24,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,66.2330957333126
161041,2003,36,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,73.2930820722881
14541,2005,45,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,130.982177377461
376938,2008,33,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,276.778413321176
447645,2009,36,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,86.9103277389946
80720,2004,32,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
447722,2009,45,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
155179,2003,51,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,104.921506533664
8907,2005,33,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,136.876367635184
160862,2003,47,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,84.0459576539924
155453,2003,37,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,196.125272594255
378199,2008,41,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,121.430313822622
12156,2005,23,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,96.3977959023552
447458,2009,57,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,128.680488220624
232327,2006,61,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
301930,2007,47,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,85.3839403789827
158517,2003,29,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
12579,2005,37,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
13995,2005,57,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,148.413159102577
82195,2004,39,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,2. No,81.2832532842527
306499,2007,59,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,145.805163374625
302319,2007,31,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,149.055895589404
447816,2009,26,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,97.4932940453934
449074,2009,51,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.019753340006
229524,2006,38,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,99.6894636984864
232133,2006,51,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,118.884359339886
85388,2004,50,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,79.8549003093467
13298,2005,32,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
307289,2007,38,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,160.642475408263
7589,2005,49,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,176.989650489877
9082,2005,40,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,73.7757432746946
305036,2007,60,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,154.68529299563
302117,2007,30,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,101.82435207568
160497,2003,41,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,130.982177377461
450224,2009,32,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,114.475713290347
449975,2009,26,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,105.927810775063
80475,2004,41,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,81.2832532842527
378718,2008,53,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,134.705375118879
13370,2005,35,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,97.4932940453934
380165,2008,50,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
86118,2004,43,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,171.765132627508
159505,2003,50,1. Male,5. Separated,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,67.8267871319966
450919,2009,19,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,73.7757432746946
80496,2004,42,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,91.6992261117042
302736,2007,53,1. Male,2. Married,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,66.9616443217359
81910,2004,22,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,95.2307125669819
159140,2003,49,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,98.5993438603892
8846,2005,33,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
7415,2005,31,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,81.2832532842527
80565,2004,43,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,90.4819133566401
452789,2009,57,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,109.833985642199
13535,2005,40,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
156743,2003,48,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,84.5294690248517
87391,2004,46,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,101.82435207568
450392,2009,58,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,104.921506533664
155733,2003,50,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,104.921506533664
12600,2005,38,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
80237,2004,33,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,101.402052302992
306346,2007,52,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,149.055895589404
81445,2004,48,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,73.7757432746946
231389,2006,53,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,160.642475408263
378598,2008,37,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
306310,2007,43,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,119.405204322401
380028,2008,54,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,107.903923866876
86072,2004,41,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,154.868367231559
11321,2005,57,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,75.3556793180091
307301,2007,54,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.539502533774
447298,2009,25,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,76.8936025176112
161253,2003,35,1. Male,5. Separated,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,62.198679430261
377359,2008,29,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,182.020620963512
453728,2009,36,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,267.901086855275
14042,2005,43,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,141.77517233318
304908,2007,41,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,186.876677628007
160028,2003,52,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,72.1504556815713
13005,2005,48,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,49.5553381215226
158124,2003,51,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,81.2832532842527
86567,2004,55,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
82851,2004,37,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,97.4932940453934
305392,2007,48,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,111.720849360989
153650,2003,42,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,101.82435207568
304093,2007,43,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,127.115743812184
233121,2006,32,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,87.9810327856054
230850,2006,33,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,84.0459576539924
157822,2003,48,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,78.3924668009837
451294,2009,20,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,46.3665027412862
14543,2005,43,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,132.860765311572
159847,2003,58,1. Male,4. Divorced,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,61.5945831752282
83903,2004,38,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
378535,2008,23,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,66.2294082943902
453171,2009,54,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,108.874525834712
301347,2007,66,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,99.6894636984864
453420,2009,47,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,152.838800991182
155699,2003,35,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,76.8936025176112
380739,2008,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,143.134940811134
9766,2005,35,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,125.20428658029
234383,2006,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,75.610695863947
232723,2006,41,1. Male,2. Married,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
81234,2004,40,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,176.989650489877
229581,2006,50,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,59.0970640815891
87788,2004,35,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
452608,2009,43,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,95.2307125669819
8652,2005,26,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,104.921506533664
451324,2009,23,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,49.5553381215226
160285,2003,61,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,130.982177377461
84767,2004,24,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,43.7351116779821
229001,2006,66,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
230839,2006,50,1. Male,3. Widowed,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
11453,2005,22,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,75.0431540173515
87015,2004,62,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,91.6992261117042
157453,2003,55,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,105.927810775063
87789,2004,41,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,73.7757432746946
10827,2005,54,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,170.156834417801
450748,2009,29,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,138.299126920883
83883,2004,39,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,101.82435207568
230302,2006,71,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,87.9810327856054
160949,2003,22,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,78.3924668009837
302490,2007,48,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,123.089699847943
452615,2009,35,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,116.265324062503
156728,2003,46,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,90.4819133566401
158466,2003,51,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,109.833985642199
8344,2005,55,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,104.921506533664
7436,2005,36,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
374803,2008,57,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,94.0727147457005
12491,2005,21,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,141.77517233318
232762,2006,60,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,128.680488220624
230998,2006,41,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,73.7757432746946
84524,2004,56,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,139.353811767493
13464,2005,32,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,94.0727147457005
159550,2003,32,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,73.7757432746946
234248,2006,36,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,107.903923866876
234357,2006,28,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,64.5420748732979
451267,2009,60,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,2. No,138.299126920883
155944,2003,41,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,89.2428846644714
228029,2006,55,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,99.6894636984864
159068,2003,36,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
228443,2006,46,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,90.4819133566401
376883,2008,62,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,89.4924795180001
233097,2006,44,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,102.766280877288
228418,2006,36,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
80966,2004,41,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
229478,2006,22,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
374483,2008,51,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,129.983634818897
381181,2008,57,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,110.782650276254
12955,2005,55,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,114.475713290347
161502,2003,36,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
380218,2008,43,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,276.778413321176
156036,2003,38,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,23.9529444789965
229899,2006,27,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,103.90247060316
305122,2007,32,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
450849,2009,44,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,71.6867436659172
376406,2008,56,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,276.778413321176
303218,2007,38,1. Male,2. Married,2. Black,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,141.77517233318
156645,2003,36,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,99.6894636984864
14338,2005,28,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,108.874525834712
14140,2005,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,79.8549003093467
380621,2008,42,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,78.9846061809321
447629,2009,51,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,82.6796372966372
86490,2004,55,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,89.4924795180001
302168,2007,39,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,130.982177377461
158551,2003,42,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,109.706051812711
233702,2006,33,1. Male,2. Married,2. Black,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,117.146816914805
378925,2008,23,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,73.7757432746946
160680,2003,40,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,81.2832532842527
158298,2003,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,80.8581959564691
450290,2009,51,1. Male,2. Married,3. Asian,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,107.903923866876
305059,2007,76,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,76.8936025176112
301937,2007,57,1. Male,4. Divorced,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,87.9810327856054
160924,2003,27,1. Male,5. Separated,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,95.2307125669819
12963,2005,26,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,84.0459576539924
10344,2005,25,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,99.6894636984864
8757,2005,27,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,101.402052302992
82071,2004,33,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,87.9810327856054
155631,2003,51,1. Male,4. Divorced,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,87.9810327856054
9139,2005,22,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,94.0727147457005
10933,2005,47,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,128.199636871795
449746,2009,34,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,136.517655222436
379247,2008,47,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,107.903923866876
13497,2005,31,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,123.089699847943
14109,2005,46,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,91.6992261117042
234415,2006,47,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,78.3924668009837
234376,2006,49,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,154.68529299563
155250,2003,40,1. Male,2. Married,2. Black,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,136.15771083723
85134,2004,51,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,81.2832532842527
381020,2008,31,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,76.2832778539642
159971,2003,58,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
9591,2005,48,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,87.7884362154584
83666,2004,54,1. Male,4. Divorced,2. Black,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,127.115743812184
301931,2007,56,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,154.072997206315
307750,2007,61,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,109.833985642199
453302,2009,32,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,138.299126920883
307225,2007,60,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,164.646988930328
230293,2006,42,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,138.299126920883
154660,2003,22,1. Male,1. Never Married,3. Asian,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,44.9782920272516
156739,2003,46,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,106.723977625299
8789,2005,53,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
375928,2008,43,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,73.7757432746946
447995,2009,32,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,75.3556793180091
447215,2009,30,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,141.77517233318
448598,2009,50,1. Male,1. Never Married,2. Black,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,109.833985642199
229234,2006,40,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,277.79948020565
447888,2009,55,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,79.8549003093467
82715,2004,42,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,166.324941233877
82946,2004,35,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,75.3556793180091
80449,2004,33,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,100.086742317948
86044,2004,33,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,102.870246933215
157202,2003,38,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.712094053725
450096,2009,41,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,117.146816914805
448535,2009,42,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,123.500017774584
450450,2009,58,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
451844,2009,45,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,76.8936025176112
451460,2009,47,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
11973,2005,30,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,105.927810775063
452739,2009,34,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,160.642475408263
230033,2006,43,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,149.695042068453
377968,2008,58,1. Male,5. Separated,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
447810,2009,44,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,104.923531700709
9620,2005,28,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,61.1875264339915
83273,2004,46,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,105.927810775063
381222,2008,36,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,107.903923866876
301976,2007,37,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,70.8150386167557
381289,2008,47,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,160.642475408263
307040,2007,56,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,99.6894636984864
450227,2009,38,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,111.720849360989
302539,2007,41,1. Male,1. Never Married,2. Black,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,75.3556793180091
86544,2004,62,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,94.0727147457005
86015,2004,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
84882,2004,44,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,123.089699847943
301497,2007,56,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
378528,2008,51,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,76.8936025176112
7539,2005,41,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,86.6951548289402
14035,2005,52,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,176.989650489877
379720,2008,27,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,100.764272842107
87842,2004,52,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,114.475713290347
12496,2005,51,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,67.1792914754174
453550,2009,51,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,79.8549003093467
12905,2005,28,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,90.4819133566401
307423,2007,49,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,57.9709421772731
302880,2007,61,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,114.475713290347
229722,2006,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,99.6894636984864
13420,2005,23,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,89.4924795180001
305048,2007,53,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,151.805096289083
81872,2004,55,1. Male,1. Never Married,3. Asian,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
11889,2005,48,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
301313,2007,50,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,104.921506533664
448972,2009,31,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,65.1108537153447
304644,2007,53,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,128.680488220624
380216,2008,49,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,154.68529299563
154881,2003,49,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,130.982177377461
85010,2004,43,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,120.589436530402
303653,2007,20,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,81.2832532842527
374554,2008,46,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,110.172930287822
7830,2005,48,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,152.216806827106
14307,2005,19,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,70.4760196469445
83763,2004,56,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,85.3839403789827
161310,2003,44,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,101.82435207568
450610,2009,23,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,85.3839403789827
8736,2005,42,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,101.82435207568
379881,2008,32,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,118.884359339886
161031,2003,32,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,73.7757432746946
156574,2003,43,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,73.7757432746946
380839,2008,57,1. Male,1. Never Married,2. Black,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,138.610994032645
380501,2008,26,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,109.833985642199
449794,2009,67,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,151.591484239814
81288,2004,31,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,176.989650489877
231420,2006,49,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,103.90247060316
10519,2005,29,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,128.680488220624
381177,2008,41,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,108.874525834712
229249,2006,35,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,87.9810327856054
453598,2009,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,95.2307125669819
82185,2004,33,1. Male,5. Separated,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,98.5993438603892
453746,2009,53,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,141.77517233318
448132,2009,43,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,123.089699847943
86463,2004,36,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,94.6540203819701
84715,2004,38,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
155547,2003,58,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,104.921506533664
83136,2004,45,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,123.089699847943
8414,2005,34,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,94.5960991038653
304459,2007,30,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,127.115743812184
378108,2008,21,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,29.3769761006037
155401,2003,39,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,129.453644576625
228504,2006,28,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
376032,2008,54,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,99.6894636984864
305001,2007,24,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,90.4819133566401
10568,2005,57,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,70.8150386167557
158869,2003,48,1. Male,5. Separated,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,95.2307125669819
82571,2004,31,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
233856,2006,47,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,182.020620963512
85706,2004,44,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,160.642475408263
87534,2004,30,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,70.4760196469445
158028,2003,41,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,130.982177377461
376894,2008,26,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,105.927810775063
450739,2009,32,1. Male,1. Never Married,3. Asian,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
453840,2009,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,97.4710060955894
85005,2004,42,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,111.720849360989
12029,2005,24,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,172.217265521809
233756,2006,44,1. Male,4. Divorced,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,129.453644576625
228877,2006,30,1. Male,1. Never Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,127.115743812184
233966,2006,58,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,134.705375118879
376565,2008,33,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,94.0727147457005
375596,2008,56,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,94.0727147457005
7603,2005,28,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,96.9340904570115
376986,2008,41,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,276.778413321176
448055,2009,22,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,32.3664131748549
81116,2004,37,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,84.450253670189
228861,2006,18,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,65.1108537153447
87034,2004,37,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,84.7183897030478
305311,2007,43,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,167.706575552614
378766,2008,49,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,94.0727147457005
13578,2005,36,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,134.705375118879
302454,2007,47,1. Male,2. Married,2. Black,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,81.2832532842527
160354,2003,52,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,134.705375118879
452525,2009,34,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,114.475713290347
83954,2004,62,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,130.982177377461
302858,2007,44,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,104.921506533664
11897,2005,48,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,152.216806827106
305534,2007,51,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,124.720446242886
448547,2009,35,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
154312,2003,42,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,89.2428846644714
13095,2005,34,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,82.6796372966372
155937,2003,50,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,94.0727147457005
233677,2006,50,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,153.457515308961
82261,2004,55,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,46.7632687977187
450761,2009,56,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,129.453644576625
11935,2005,50,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,130.982177377461
449193,2009,44,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,94.0727147457005
13380,2005,30,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
13510,2005,34,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,128.680488220624
303955,2007,50,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,73.7757432746946
82964,2004,51,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,110.782650276254
155032,2003,53,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,99.6894636984864
81944,2004,40,1. Male,1. Never Married,2. Black,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,91.6992261117042
228060,2006,34,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,82.6796372966372
228305,2006,36,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
8471,2005,44,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,148.413159102577
375955,2008,54,1. Male,2. Married,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,95.2307125669819
378357,2008,36,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,163.515863976238
228453,2006,62,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,279.501781963737
375260,2008,33,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,114.475713290347
84747,2004,44,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,102.870246933215
9001,2005,80,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,87.9810327856054
13523,2005,45,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,87.9810327856054
377490,2008,58,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,70.4760196469445
85233,2004,51,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,101.82435207568
8658,2005,60,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,277.601417511009
302756,2007,33,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,87.9810327856054
228793,2006,28,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,104.921506533664
85808,2004,37,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,127.115743812184
229152,2006,56,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
449705,2009,59,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,171.765132627508
85799,2004,56,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,75.0431540173515
155865,2003,34,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,72.1504556815713
85689,2004,37,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,34.6074177301288
450894,2009,36,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,94.0727147457005
378221,2008,45,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,176.989650489877
230406,2006,36,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,140.398200161944
376602,2008,23,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,27.1405792079024
156489,2003,56,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,127.115743812184
7568,2005,33,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,114.475713290347
453257,2009,48,1. Male,2. Married,3. Asian,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,127.115743812184
376581,2008,28,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,82.6796372966372
379989,2008,37,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,101.82435207568
234332,2006,56,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,86.6951548289402
11046,2005,22,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,63.1888610037461
303385,2007,60,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,114.926521781463
450697,2009,30,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,81.2832532842527
156124,2003,50,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,101.82435207568
161043,2003,38,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,101.82435207568
449651,2009,55,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,103.181326958727
233230,2006,26,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,113.567089569751
231523,2006,39,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
154395,2003,42,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
304408,2007,71,1. Male,2. Married,2. Black,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,105.69144753053
380248,2008,33,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,128.680488220624
83466,2004,49,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,51.7514403709426
13091,2005,45,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,81.2832532842527
84078,2004,41,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,158.294621427791
14266,2005,59,1. Male,4. Divorced,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,54.121205395165
82469,2004,33,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,127.115743812184
450648,2009,47,1. Male,1. Never Married,4. Other,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,71.6867436659172
230082,2006,34,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,145.143601176911
302568,2007,23,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,94.0727147457005
452618,2009,32,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,127.901232979118
449703,2009,30,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,102.870246933215
228508,2006,54,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,89.4924795180001
453301,2009,46,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,104.921506533664
8172,2005,52,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,137.590142766506
380101,2008,50,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,176.989650489877
306319,2007,57,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,97.4932940453934
10780,2005,46,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,100.764272842107
8168,2005,30,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,81.2832532842527
234147,2006,32,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,56.9055391446732
379279,2008,53,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,105.927810775063
13027,2005,48,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,138.299126920883
159780,2003,31,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,108.874525834712
153749,2003,50,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,76.8936025176112
87231,2004,41,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
381130,2008,47,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,94.0727147457005
83569,2004,37,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,75.3556793180091
82380,2004,24,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,74.5711617723683
87411,2004,53,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,81.2832532842527
80378,2004,39,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,95.2307125669819
306390,2007,47,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,145.143601176911
233582,2006,36,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,140.398200161944
230156,2006,34,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
80860,2004,45,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,99.6894636984864
157459,2003,60,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,59.0970640815891
228496,2006,43,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
453835,2009,20,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,64.3510245722737
376688,2008,27,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,133.232350826567
84683,2004,35,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,59.0970640815891
380971,2008,50,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,104.921506533664
448578,2009,56,1. Male,2. Married,4. Other,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,60.1541246622441
376787,2008,19,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,30.9237526933873
231118,2006,35,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,109.833985642199
7373,2005,23,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,65.1108537153447
156889,2003,45,1. Male,3. Widowed,4. Other,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,94.0727147457005
80853,2004,54,1. Male,4. Divorced,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,65.1108537153447
379750,2008,43,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,87.9810327856054
377519,2008,42,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,176.989650489877
11199,2005,51,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,189.244162932803
306981,2007,49,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,79.8549003093467
232149,2006,48,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,111.185461930226
13294,2005,50,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,118.884359339886
229612,2006,37,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,81.2832532842527
12617,2005,38,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,186.876677628007
451199,2009,58,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,154.68529299563
7609,2005,41,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,124.720446242886
231686,2006,51,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,277.79948020565
234389,2006,51,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,99.5919888162707
229901,2006,44,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
153622,2003,43,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,114.475713290347
86931,2004,34,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,145.143601176911
9860,2005,43,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,138.299126920883
82359,2004,59,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,256.400649562425
83774,2004,61,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,113.567089569751
379289,2008,40,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.019753340006
451529,2009,49,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,104.921506533664
157319,2003,55,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,130.982177377461
10740,2005,54,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,123.089699847943
83212,2004,41,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
234447,2006,29,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,109.833985642199
448296,2009,66,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,138.299126920883
229238,2006,61,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,107.433970610403
156703,2003,34,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,105.927810775063
303382,2007,41,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,121.430313822622
83663,2004,48,1. Male,4. Divorced,2. Black,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,85.3839403789827
13264,2005,26,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,91.6992261117042
228067,2006,54,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,90.4819133566401
379994,2008,44,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,104.921506533664
374633,2008,60,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,147.116689159978
380994,2008,57,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,81.2832532842527
452521,2009,53,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,107.903923866876
301537,2007,54,1. Male,4. Divorced,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,118.884359339886
452259,2009,37,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,104.921506533664
380756,2008,62,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,127.115743812184
156099,2003,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
379666,2008,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,111.720849360989
13066,2005,55,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,81.2832532842527
233531,2006,57,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,123.089699847943
159976,2003,45,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,176.989650489877
155361,2003,41,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,82.6796372966372
301559,2007,28,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,102.766280877288
159911,2003,58,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,120.589436530402
378511,2008,47,1. Male,1. Never Married,2. Black,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,141.77517233318
303173,2007,60,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,106.921814091211
155313,2003,26,1. Male,1. Never Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,268.266292012557
231958,2006,52,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
375616,2008,31,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
307319,2007,63,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,200.543262324662
12456,2005,42,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,109.833985642199
448765,2009,30,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,125.525498433836
301777,2007,52,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
11762,2005,38,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,160.642475408263
379995,2008,29,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
302475,2007,42,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,160.642475408263
303761,2007,57,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,125.525498433836
7976,2005,46,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,133.232350826567
157964,2003,21,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,75.0431540173515
9336,2005,34,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
379954,2008,39,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,63.1888610037461
230714,2006,26,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,95.2307125669819
83126,2004,42,1. Male,4. Divorced,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,111.720849360989
82701,2004,48,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,78.3924668009837
452203,2009,54,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
154263,2003,80,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,82.6796372966372
230644,2006,37,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,78.3924668009837
304966,2007,31,1. Male,1. Never Married,4. Other,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,81.2832532842527
156987,2003,41,1. Male,5. Separated,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,70.8150386167557
88084,2004,37,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
160389,2003,43,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,130.602227520314
81881,2004,54,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,200.543262324662
83677,2004,39,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
80890,2004,45,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,87.9810327856054
306629,2007,21,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,96.1440722120499
12188,2005,59,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,104.921506533664
301793,2007,29,1. Male,1. Never Married,3. Asian,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,62.2386812563875
447716,2009,29,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,137.590142766506
10043,2005,33,1. Male,1. Never Married,2. Black,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
156286,2003,45,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,155.900506146767
376933,2008,53,1. Male,4. Divorced,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,176.989650489877
160815,2003,63,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,123.089699847943
84588,2004,56,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,138.299126920883
156257,2003,21,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,63.1888610037461
306463,2007,39,1. Male,3. Widowed,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,73.7757432746946
304367,2007,30,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,182.020620963512
156055,2003,42,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,116.265324062503
84965,2004,40,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,94.0727147457005
86137,2004,47,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,148.413159102577
7434,2005,43,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,20.0855369231877
13145,2005,42,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,111.720849360989
376834,2008,50,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
80861,2004,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,81.2832532842527
307009,2007,50,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,70.4760196469445
9407,2005,60,1. Male,3. Widowed,2. Black,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,92.8958447894966
448011,2009,57,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,87.9810327856054
301160,2007,38,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,89.4924795180001
87472,2004,49,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,102.870246933215
86258,2004,51,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,73.7757432746946
86622,2004,33,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,66.2294082943902
234539,2006,59,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,117.146816914805
233141,2006,41,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,101.82435207568
160720,2003,33,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,116.265324062503
380833,2008,28,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,126.323880709786
447332,2009,49,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,82.7417541674462
13074,2005,51,1. Male,5. Separated,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,112.6488963421
377769,2008,36,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
159957,2003,26,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,87.9810327856054
14047,2005,22,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,54.0299651757595
229085,2006,47,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,117.146816914805
156367,2003,59,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
86170,2004,41,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,127.901232979118
231625,2006,32,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,87.9810327856054
376206,2008,45,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,109.833985642199
374441,2008,39,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,68.7480877337669
229681,2006,64,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,95.2307125669819
84975,2004,36,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,134.705375118879
80338,2004,61,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,81.2832532842527
158704,2003,34,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,68.7480877337669
86260,2004,52,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,134.705375118879
377704,2008,33,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,81.2832532842527
450907,2009,36,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,150.695182101741
8898,2005,34,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,94.0727147457005
86506,2004,39,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,75.3556793180091
81695,2004,59,1. Male,3. Widowed,2. Black,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,141.77517233318
452011,2009,49,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,175.93299770235
233422,2006,40,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,198.350290464385
232655,2006,49,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,94.0727147457005
161451,2003,25,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,81.2832532842527
450319,2009,59,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,81.2832532842527
305903,2007,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,76.436454372814
12064,2005,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,94.0727147457005
448531,2009,51,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,104.921506533664
450203,2009,63,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,110.782650276254
302905,2007,53,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,92.8958447894966
377539,2008,25,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
306049,2007,53,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,85.3839403789827
234286,2006,23,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,75.3556793180091
82123,2004,36,1. Male,1. Never Married,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,72.1504556815713
13073,2005,19,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,31.4109962716359
12975,2005,47,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,92.8958447894966
9152,2005,43,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,103.90247060316
85858,2004,40,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,111.720849360989
449352,2009,38,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,180.779952229859
156000,2003,63,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,109.833985642199
374878,2008,45,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,36.6737041960799
374341,2008,32,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,73.7757432746946
453736,2009,37,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,98.5993438603892
83544,2004,37,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,57.4636470385133
374646,2008,41,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,118.884359339886
14363,2005,45,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,82.6796372966372
380303,2008,22,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,81.2832532842527
11668,2005,58,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,227.458934033008
156595,2003,44,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,91.6992261117042
303371,2007,39,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,116.265324062503
12558,2005,40,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,141.77517233318
154495,2003,33,1. Male,1. Never Married,3. Asian,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,81.2832532842527
232910,2006,35,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,91.0932184689733
448457,2009,63,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,114.475713290347
156591,2003,45,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,160.642475408263
374845,2008,31,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
154639,2003,41,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,92.8958447894966
376657,2008,66,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,276.778413321176
453155,2009,45,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,82.6796372966372
302655,2007,47,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,99.6894636984864
234441,2006,35,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,124.720446242886
10756,2005,52,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,100.764272842107
157788,2003,62,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,169.800342280671
159478,2003,47,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,82.6796372966372
82408,2004,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,136.876367635184
231687,2006,41,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,277.79948020565
451735,2009,48,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
14361,2005,55,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
447846,2009,64,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
87736,2004,29,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,61.1875264339915
159033,2003,49,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
452456,2009,32,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,133.232350826567
229915,2006,41,1. Male,2. Married,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,82.6796372966372
85977,2004,58,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
158370,2003,41,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
306799,2007,34,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,96.9340904570115
86857,2004,43,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,154.68529299563
154144,2003,23,1. Male,1. Never Married,2. Black,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,87.9810327856054
155861,2003,40,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,102.870246933215
302734,2007,46,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,281.745970551857
87460,2004,35,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,106.921814091211
301952,2007,42,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.414448195605
452190,2009,47,1. Male,5. Separated,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,111.720849360989
302487,2007,45,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
375314,2008,34,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,108.874525834712
80513,2004,57,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,104.921506533664
8245,2005,32,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,86.1737867271136
450802,2009,55,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,102.870246933215
380599,2008,22,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,76.2832778539642
8760,2005,51,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,124.720446242886
228870,2006,26,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,66.9616443217359
86333,2004,27,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,54.5981500331442
82672,2004,34,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,166.324941233877
303408,2007,48,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,91.7016396744449
379215,2008,23,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,78.3465619952665
153433,2003,41,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,111.720849360989
452035,2009,49,1. Male,4. Divorced,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,151.591484239814
12738,2005,47,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,120.589436530402
10025,2005,35,1. Male,4. Divorced,2. Black,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,117.146816914805
302428,2007,50,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,81.9853178344996
230517,2006,55,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,137.590142766506
451939,2009,69,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,40.4056652596845
83710,2004,45,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,154.68529299563
11155,2005,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,154.68529299563
10801,2005,47,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,143.325318108778
377849,2008,22,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,78.3924668009837
155762,2003,42,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,85.3839403789827
380873,2008,47,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,159.474176661105
11350,2005,48,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,66.2294082943902
449916,2009,28,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,111.720849360989
11955,2005,49,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,90.7270793135127
452076,2009,51,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,128.680488220624
158386,2003,58,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
8307,2005,32,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,114.475713290347
452919,2009,55,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,87.9810327856054
304571,2007,49,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,94.0727147457005
84662,2004,46,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,87.9810327856054
157527,2003,44,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,182.020620963512
155753,2003,25,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,87.9810327856054
85476,2004,73,1. Male,4. Divorced,2. Black,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,92.8958447894966
86888,2004,18,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,72.1504556815713
11885,2005,52,1. Male,2. Married,2. Black,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,122.263673892802
379300,2008,28,1. Male,2. Married,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,72.1504556815713
84104,2004,51,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,82.6796372966372
451062,2009,44,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,176.989650489877
379529,2008,44,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,141.77517233318
155117,2003,29,1. Male,2. Married,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,95.2307125669819
234168,2006,48,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,141.77517233318
228808,2006,62,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,101.82435207568
85191,2004,40,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,131.737801155001
159708,2003,24,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,66.3251949430473
155806,2003,48,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
378375,2008,54,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,163.515863976238
155162,2003,69,1. Male,2. Married,2. Black,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
230689,2006,48,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,123.089699847943
158165,2003,73,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,40.1943705168112
448727,2009,30,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,70.5134157015506
154715,2003,41,1. Male,1. Never Married,3. Asian,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,73.7757432746946
449784,2009,48,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,100.879460918798
82382,2004,63,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,84.0459576539924
159218,2003,29,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,85.3839403789827
81077,2004,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,141.77517233318
303201,2007,52,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,91.0932184689733
375099,2008,54,1. Male,5. Separated,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,114.475713290347
452764,2009,33,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,267.901086855275
84935,2004,42,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,160.642475408263
302956,2007,31,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,94.0727147457005
231714,2006,46,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,139.675870162748
377432,2008,44,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,125.12381572196
450157,2009,45,1. Male,5. Separated,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,113.567089569751
155744,2003,40,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,182.020620963512
12978,2005,31,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,102.870246933215
228951,2006,19,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,76.8936025176112
156037,2003,43,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,109.833985642199
302728,2007,56,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,142.457169885112
233642,2006,55,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,101.82435207568
228903,2006,59,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,118.884359339886
449895,2009,49,1. Male,4. Divorced,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,102.870246933215
451041,2009,42,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,128.680488220624
376582,2008,27,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,61.1875264339915
160144,2003,34,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,81.2860772898212
379821,2008,47,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,276.778413321176
161269,2003,35,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,268.266292012557
87217,2004,33,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,104.921506533664
160293,2003,35,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,144.47808766541
86674,2004,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,118.884359339886
87761,2004,53,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,94.0727147457005
303104,2007,47,1. Male,2. Married,2. Black,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,73.7757432746946
229277,2006,45,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,196.125272594255
452824,2009,34,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,169.073540049428
232086,2006,25,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,69.6190369046763
233767,2006,56,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,124.720446242886
12838,2005,54,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,115.51808515372
159042,2003,41,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,89.2428846644714
375741,2008,46,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,276.778413321176
85607,2004,44,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,170.6951277113
86744,2004,44,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,99.6894636984864
11797,2005,46,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
452631,2009,38,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
374872,2008,36,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,128.680488220624
448646,2009,27,1. Male,1. Never Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
379131,2008,33,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,128.680488220624
231134,2006,56,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,140.398200161944
9431,2005,52,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,111.720849360989
379883,2008,33,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,125.525498433836
376403,2008,32,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,94.0727147457005
376258,2008,39,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
14511,2005,22,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,72.1504556815713
449447,2009,53,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,104.921506533664
231149,2006,36,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,277.79948020565
13208,2005,37,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,73.7757432746946
376577,2008,40,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,130.982177377461
9330,2005,51,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,78.214575693165
380510,2008,40,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,90.4819133566401
234379,2006,56,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,117.146816914805
449359,2009,50,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
449768,2009,49,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,166.324941233877
304596,2007,32,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,81.2832532842527
83073,2004,21,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,84.0459576539924
80331,2004,48,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,114.475713290347
307248,2007,48,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,73.7757432746946
87597,2004,32,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,115.106201691293
161439,2003,30,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,53.0275511164817
234656,2006,30,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,118.884359339886
153663,2003,33,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,79.8549003093467
11542,2005,56,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,56.4538649754188
81869,2004,46,1. Male,4. Divorced,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,90.4819133566401
156792,2003,49,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,104.921506533664
376283,2008,24,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,87.9810327856054
452245,2009,48,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,147.116689159978
231515,2006,37,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,109.833985642199
306859,2007,53,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,118.884359339886
82001,2004,56,1. Male,2. Married,2. Black,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,141.77517233318
375236,2008,34,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,108.874525834712
86010,2004,56,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,104.921506533664
230943,2006,48,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
228764,2006,47,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,27.1405792079024
156896,2003,52,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,70.4760196469445
453724,2009,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,166.879383279962
379194,2008,25,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,127.115743812184
452457,2009,35,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,117.146816914805
232552,2006,40,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,103.90247060316
450777,2009,22,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,34.6074177301288
158588,2003,50,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,100.013486924706
377411,2008,48,1. Male,5. Separated,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,64.8689691939769
302723,2007,40,1. Male,1. Never Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
153400,2003,45,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,127.115743812184
86089,2004,30,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
160883,2003,46,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,117.146816914805
379090,2008,34,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,134.705375118879
302129,2007,32,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,65.1108537153447
86755,2004,53,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,143.134940811134
377441,2008,32,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,76.8936025176112
87396,2004,39,1. Male,2. Married,2. Black,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,99.6894636984864
307386,2007,51,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,94.0727147457005
84169,2004,40,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,75.3556793180091
449775,2009,66,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,127.115743812184
228357,2006,40,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,166.324941233877
449987,2009,52,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,133.232350826567
303856,2007,36,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,125.525498433836
304921,2007,32,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,89.4924795180001
374988,2008,45,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,84.0459576539924
229150,2006,37,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,169.073540049428
84663,2004,47,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,160.642475408263
379349,2008,49,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,144.170606488233
157534,2003,53,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,73.7757432746946
305469,2007,66,1. Male,4. Divorced,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,70.4760196469445
231089,2006,33,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,73.7757432746946
82956,2004,58,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,94.0727147457005
379819,2008,41,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,83.1913242935054
449534,2009,54,1. Male,2. Married,3. Asian,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,134.705375118879
448935,2009,26,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,86.6951548289402
375717,2008,24,1. Male,1. Never Married,4. Other,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,70.4760196469445
304731,2007,62,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,130.982177377461
10772,2005,63,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,136.303997562054
14158,2005,26,1. Male,1. Never Married,3. Asian,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,114.022580378556
85775,2004,45,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,106.127582150788
161082,2003,23,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,87.9810327856054
377328,2008,31,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,116.265324062503
155957,2003,44,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,143.134940811134
154985,2003,43,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,54.5981500331442
87716,2004,48,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,48.185650217039
374629,2008,48,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,123.089699847943
232517,2006,55,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,117.584340323354
84219,2004,45,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,272.294783220064
380749,2008,48,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,145.143601176911
453653,2009,63,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
81828,2004,57,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,97.4932940453934
377546,2008,69,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
451614,2009,31,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,127.115743812184
160598,2003,38,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,268.266292012557
7816,2005,43,1. Male,5. Separated,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
157421,2003,19,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,51.9036962665682
9691,2005,44,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
304770,2007,31,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,134.705375118879
81122,2004,49,1. Male,1. Never Married,4. Other,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,87.9810327856054
233881,2006,29,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,95.2307125669819
377413,2008,26,1. Male,2. Married,4. Other,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,76.8936025176112
303918,2007,37,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,116.265324062503
229437,2006,30,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,81.2832532842527
447724,2009,35,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,131.62180303309
85017,2004,40,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,117.146816914805
9109,2005,44,1. Male,4. Divorced,4. Other,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,68.7480877337669
84346,2004,65,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,125.525498433836
301863,2007,54,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,101.82435207568
452767,2009,56,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,140.398200161944
380912,2008,48,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,107.903923866876
450623,2009,37,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,58.0147820121857
7899,2005,30,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
13782,2005,46,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,85.3839403789827
452871,2009,37,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,131.737801155001
13456,2005,58,1. Male,4. Divorced,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,81.2832532842527
306022,2007,52,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,86.6951548289402
232102,2006,45,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,157.700527725737
375105,2008,33,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,65.11462387776
81175,2004,51,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,90.4819133566401
375985,2008,50,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,46.7632687977187
233063,2006,42,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,85.3839403789827
85647,2004,46,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,139.703071527658
11736,2005,43,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
153843,2003,47,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,81.2832532842527
10673,2005,47,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,118.884359339886
84898,2004,44,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,71.1519565433031
375389,2008,36,1. Male,2. Married,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,65.1108537153447
374477,2008,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,65.1108537153447
160912,2003,29,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,125.525498433836
13605,2005,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,123.089699847943
305951,2007,20,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,70.8150386167557
84566,2004,32,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,112.6488963421
160765,2003,36,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,86.6951548289402
449036,2009,31,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,82.6796372966372
13295,2005,28,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,130.982177377461
7863,2005,41,1. Male,4. Divorced,4. Other,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,117.146816914805
87877,2004,54,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,176.989650489877
86166,2004,42,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,118.884359339886
160895,2003,19,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,68.7480877337669
450033,2009,59,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,267.901086855275
156104,2003,64,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,99.6894636984864
160718,2003,31,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,92.6581301668597
81086,2004,37,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
87767,2004,30,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,87.9810327856054
13125,2005,24,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
231653,2006,26,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,75.0431540173515
85304,2004,44,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
375038,2008,39,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,276.778413321176
9595,2005,48,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,277.601417511009
87553,2004,53,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,80.5731997057359
81392,2004,42,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
451374,2009,44,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,166.324941233877
158047,2003,25,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,85.3839403789827
81515,2004,46,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,43.7351116779821
153519,2003,52,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,101.82435207568
380550,2008,33,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,87.9810327856054
304366,2007,30,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,121.430313822622
304377,2007,38,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
9064,2005,29,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,79.8549003093467
378073,2008,57,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,127.115743812184
158940,2003,50,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,115.285516994187
380022,2008,23,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,98.6015397849967
227841,2006,46,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,144.47808766541
12002,2005,61,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,136.15771083723
304602,2007,70,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,100.764272842107
450489,2009,59,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,76.8936025176112
158881,2003,57,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,90.4819133566401
154684,2003,25,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,86.6951548289402
9521,2005,48,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,123.908567597957
451147,2009,52,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,2. No,65.1108537153447
448799,2009,44,1. Male,5. Separated,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,131.737801155001
86446,2004,40,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,66.9616443217359
378317,2008,43,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,196.125272594255
7499,2005,51,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,166.324941233877
154659,2003,43,1. Male,2. Married,3. Asian,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,65.1108537153447
159096,2003,42,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,120.589436530402
379777,2008,28,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,101.82435207568
161093,2003,54,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,148.413159102577
8398,2005,34,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,159.052027129346
86001,2004,50,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,109.833985642199
9947,2005,36,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,140.051197616953
13597,2005,36,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,132.352477709878
8402,2005,71,1. Male,3. Widowed,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,118.884359339886
229336,2006,31,1. Male,1. Never Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,97.4932940453934
9471,2005,43,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,134.705375118879
307463,2007,20,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,72.1504556815713
303301,2007,23,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,87.9810327856054
307758,2007,42,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,49.5553381215226
8704,2005,41,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,149.055895589404
450579,2009,27,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,122.263673892802
377548,2008,29,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,101.82435207568
379802,2008,41,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,99.6894636984864
155828,2003,41,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,104.921506533664
160072,2003,22,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,81.2832532842527
158458,2003,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,73.7757432746946
380862,2008,50,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,82.6796372966372
229278,2006,49,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,148.413159102577
158416,2003,42,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
374326,2008,38,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,129.453644576625
84906,2004,55,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,134.705375118879
10154,2005,47,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,79.8549003093467
304890,2007,52,1. Male,2. Married,4. Other,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,68.111994065327
448330,2009,56,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,40.4056652596845
302440,2007,30,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,131.737801155001
8594,2005,56,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,134.705375118879
160473,2003,46,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,114.475713290347
452589,2009,43,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,126.323880709786
154916,2003,35,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,116.707154559148
453566,2009,58,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,109.833985642199
453173,2009,69,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,81.226746312023
231286,2006,68,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,87.9810327856054
83337,2004,52,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,127.115743812184
8625,2005,46,1. Male,1. Never Married,2. Black,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,104.921506533664
304249,2007,39,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,107.903923866876
452699,2009,66,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,109.833985642199
13542,2005,30,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,117.146816914805
233331,2006,30,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,107.903923866876
12638,2005,43,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,72.1504556815713
376869,2008,49,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,160.642475408263
11100,2005,54,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
379372,2008,48,1. Male,4. Divorced,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,143.134940811134
376009,2008,37,1. Male,5. Separated,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,97.4932940453934
304338,2007,46,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,141.77517233318
304116,2007,53,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,148.413159102577
452574,2009,31,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,109.833985642199
230268,2006,18,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,59.0970640815891
159545,2003,49,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,152.52821689856
229535,2006,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,81.2832532842527
161425,2003,40,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,43.7351116779821
376778,2008,37,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,96.3706528322308
232700,2006,24,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,101.82435207568
306371,2007,35,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,130.982177377461
304010,2007,27,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,82.6796372966372
154423,2003,44,1. Male,1. Never Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,130.982177377461
377710,2008,46,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,89.2428846644714
8072,2005,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,85.1185334226767
306740,2007,39,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,166.324941233877
374463,2008,42,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,100.764272842107
155676,2003,37,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
378483,2008,58,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,123.089699847943
11655,2005,40,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,163.515863976238
159926,2003,27,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,85.3839403789827
161488,2003,31,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,75.3556793180091
380370,2008,44,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,65.1108537153447
154590,2003,38,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,92.6581301668597
86392,2004,34,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,137.590142766506
12146,2005,41,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,134.85152633512
301904,2007,20,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,72.4793162971252
375850,2008,28,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,178.533050380204
449254,2009,55,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,98.5993438603892
378197,2008,38,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,115.375038556391
12275,2005,33,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,73.7757432746946
447285,2009,43,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,36.6737041960799
229216,2006,50,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,123.089699847943
379593,2008,55,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
10380,2005,24,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,73.9357192871731
378289,2008,41,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,176.989650489877
453516,2009,37,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,118.884359339886
8978,2005,42,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,134.705375118879
87747,2004,25,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,90.4819133566401
13594,2005,45,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
448361,2009,40,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,81.2832532842527
82431,2004,43,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,130.982177377461
227968,2006,50,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,176.989650489877
154580,2003,42,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,82.6796372966372
155201,2003,38,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,131.737801155001
228062,2006,44,1. Male,4. Divorced,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,82.6796372966372
301131,2007,19,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,41.4412130349115
81508,2004,44,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,117.146816914805
160105,2003,26,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,73.7757432746946
10455,2005,54,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,86.6951548289402
230783,2006,32,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
380368,2008,49,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,141.77517233318
8521,2005,35,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,70.8150386167557
302231,2007,34,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,72.1504556815713
154400,2003,23,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,54.5981500331442
376389,2008,60,1. Male,2. Married,3. Asian,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,127.115743812184
231469,2006,54,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,73.7757432746946
155163,2003,31,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,139.703071527658
229213,2006,47,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,160.642475408263
161447,2003,48,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,23.9529444789965
11017,2005,48,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,115.375038556391
81252,2004,35,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,114.475713290347
227917,2006,55,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,127.115743812184
82223,2004,35,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,137.590142766506
450449,2009,37,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,176.989650489877
155027,2003,27,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,23.2747040516601
301716,2007,64,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,90.4819133566401
160957,2003,52,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,73.7757432746946
307162,2007,47,1. Male,5. Separated,2. Black,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,82.6796372966372
153288,2003,26,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,56.9055391446732
10549,2005,41,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,128.680488220624
448079,2009,22,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,75.0431540173515
85787,2004,76,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,73.7757432746946
232991,2006,46,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,108.065830309718
232011,2006,39,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,123.089699847943
234060,2006,39,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,277.79948020565
83770,2004,23,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,73.7757432746946
228316,2006,49,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,123.908567597957
451479,2009,44,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,87.9810327856054
233965,2006,20,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,70.4760196469445
8562,2005,43,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,277.601417511009
231536,2006,42,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
451622,2009,46,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
451993,2009,33,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
159704,2003,62,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,268.266292012557
228435,2006,38,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,130.982177377461
11386,2005,43,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,109.833985642199
10964,2005,46,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,277.601417511009
227859,2006,18,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,73.7757432746946
449407,2009,63,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,2. No,267.901086855275
233646,2006,43,1. Male,1. Never Married,2. Black,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,119.74085129618
450142,2009,44,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,141.77517233318
375066,2008,53,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,128.252661096619
377927,2008,58,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,90.4819133566401
154494,2003,23,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,76.8936025176112
80376,2004,50,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,127.115743812184
81068,2004,35,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
233828,2006,38,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,200.543262324662
85640,2004,36,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,87.9810327856054
10274,2005,32,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
153933,2003,56,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,268.266292012557
10377,2005,41,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,87.9810327856054
87797,2004,40,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,99.6894636984864
84394,2004,26,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,82.6796372966372
232457,2006,26,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,130.982177377461
377675,2008,47,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,108.874525834712
304688,2007,25,1. Male,1. Never Married,2. Black,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,54.5981500331442
233833,2006,58,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,309.5717712662
374782,2008,57,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,82.6823993373301
154678,2003,30,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,59.6286455536557
303392,2007,44,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,166.324941233877
453674,2009,29,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,79.8549003093467
302464,2007,51,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,118.884359339886
230110,2006,37,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,92.8958447894966
86348,2004,67,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,160.642475408263
449111,2009,34,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,70.4760196469445
156748,2003,50,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,120.589436530402
8312,2005,38,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,160.642475408263
378918,2008,55,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,171.765132627508
154871,2003,27,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,120.589436530402
302382,2007,39,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,134.705375118879
305523,2007,54,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,148.413159102577
377010,2008,55,1. Male,4. Divorced,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,129.453644576625
157367,2003,49,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,134.705375118879
154310,2003,42,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,56.9055391446732
8265,2005,39,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,87.9810327856054
154479,2003,32,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,68.111994065327
14202,2005,39,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,128.680488220624
161025,2003,50,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,134.705375118879
85939,2004,47,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,94.0727147457005
158022,2003,40,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,87.9810327856054
229664,2006,51,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
448419,2009,28,1. Male,2. Married,3. Asian,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,68.7480877337669
301493,2007,53,1. Male,4. Divorced,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,94.0727147457005
9698,2005,54,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
451173,2009,51,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,91.6992261117042
377766,2008,33,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,134.705375118879
379628,2008,55,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,127.115743812184
158239,2003,44,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,100.764272842107
450366,2009,30,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,105.927810775063
10192,2005,40,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,87.9810327856054
303306,2007,26,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,99.6894636984864
230907,2006,49,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,112.6488963421
87177,2004,43,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,163.515863976238
85563,2004,43,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,82.6796372966372
378239,2008,44,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,79.8549003093467
232251,2006,32,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,49.5553381215226
448807,2009,34,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,152.838800991182
451298,2009,36,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,148.413159102577
234574,2006,51,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,101.402052302992
303467,2007,42,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,95.6888119067371
160372,2003,60,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,118.884359339886
80668,2004,36,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,76.8936025176112
230140,2006,47,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
87724,2004,60,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,138.299126920883
159738,2003,22,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,54.5981500331442
13820,2005,41,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,65.1108537153447
159737,2003,56,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,109.833985642199
158555,2003,44,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,73.7757432746946
8911,2005,49,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,105.927810775063
230355,2006,45,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,116.265324062503
155813,2003,25,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,94.0727147457005
304171,2007,52,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,118.884359339886
154382,2003,30,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
447429,2009,29,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,104.921506533664
307480,2007,23,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,79.8549003093467
301212,2007,48,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,108.874525834712
450515,2009,44,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,109.833985642199
160071,2003,62,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,127.115743812184
231742,2006,33,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,151.591484239814
379911,2008,51,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,105.927810775063
231151,2006,36,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,200.543262324662
7548,2005,23,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,59.0970640815891
157269,2003,51,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,68.7480877337669
378112,2008,47,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,176.989650489877
158610,2003,34,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,103.90247060316
87409,2004,34,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,82.6796372966372
451122,2009,43,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,200.543262324662
227949,2006,43,1. Male,5. Separated,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,101.82435207568
451359,2009,40,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,163.515863976238
13067,2005,59,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,104.921506533664
374802,2008,53,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,109.833985642199
86228,2004,32,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,104.921506533664
379346,2008,48,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,107.903923866876
376228,2008,37,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,182.020620963512
228763,2006,20,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,75.0431540173515
85100,2004,32,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,61.1875264339915
87786,2004,40,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,85.3839403789827
87346,2004,48,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,123.823733834101
10641,2005,43,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,176.989650489877
451408,2009,56,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
159969,2003,55,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,268.266292012557
376315,2008,38,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,89.4924795180001
233368,2006,52,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,92.8958447894966
155264,2003,40,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,1. <=Good,2. No,127.115743812184
7747,2005,29,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,115.375038556391
302426,2007,45,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,130.983694295002
157328,2003,39,1. Male,2. Married,3. Asian,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,68.7480877337669
9454,2005,50,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,182.020620963512
160476,2003,50,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,143.808556824369
84722,2004,57,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,134.705375118879
160518,2003,30,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,63.1888610037461
12284,2005,56,1. Male,4. Divorced,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,75.3556793180091
375528,2008,43,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,176.990675361059
83300,2004,43,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,104.921506533664
9974,2005,67,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,123.089699847943
11998,2005,50,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,111.720849360989
11771,2005,49,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,111.720849360989
85840,2004,50,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,87.9810327856054
83877,2004,59,1. Male,2. Married,2. Black,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,144.210761166057
305966,2007,51,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,117.146816914805
7951,2005,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,78.3924668009837
451372,2009,54,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,99.6894636984864
83243,2004,55,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,123.089699847943
10311,2005,45,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,127.115743812184
159643,2003,54,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,139.00340805947
378452,2008,23,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,127.115743812184
153846,2003,74,1. Male,3. Widowed,2. Black,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,70.4760196469445
13108,2005,52,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,109.833985642199
11905,2005,25,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,70.8150386167557
375715,2008,45,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,70.4760196469445
82621,2004,37,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,176.989650489877
12425,2005,55,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,113.567089569751
82295,2004,25,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,82.6796372966372
379133,2008,66,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
305527,2007,47,1. Male,1. Never Married,2. Black,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,161.222495456794
13255,2005,36,1. Male,2. Married,2. Black,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,127.115743812184
86181,2004,63,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,134.705375118879
157316,2003,44,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,160.642475408263
450927,2009,37,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,267.901086855275
229450,2006,32,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,104.921506533664
85047,2004,43,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,134.705375118879
447600,2009,37,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,123.089699847943
450428,2009,26,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,66.9616443217359
85993,2004,39,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,91.6992261117042
378229,2008,45,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,160.642475408263
449815,2009,40,1. Male,1. Never Married,2. Black,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,136.876367635184
229998,2006,51,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,153.457515308961
448218,2009,52,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,61.1875264339915
306163,2007,43,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,65.1108537153447
11664,2005,52,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,114.475713290347
8194,2005,50,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,182.020620963512
14196,2005,54,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,114.475713290347
88022,2004,28,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,97.4932940453934
160061,2003,28,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,136.876367635184
7840,2005,26,1. Male,1. Never Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,97.4932940453934
450384,2009,45,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,81.2832532842527
160299,2003,34,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,73.7757432746946
233831,2006,73,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,118.884359339886
449264,2009,31,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,113.567089569751
12477,2005,29,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,90.4819133566401
375640,2008,40,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,160.642475408263
161055,2003,38,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,179.528092196451
82687,2004,42,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,147.766776237856
301552,2007,50,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
375238,2008,51,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,59.0328548279404
453137,2009,40,1. Male,5. Separated,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,107.316063157849
379538,2008,25,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,49.5553381215226
451582,2009,47,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,144.47808766541
447462,2009,27,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,81.2832532842527
158645,2003,53,1. Male,4. Divorced,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,81.6352686511494
87154,2004,67,1. Male,2. Married,2. Black,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
378986,2008,40,1. Male,2. Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,130.982177377461
160715,2003,44,1. Male,2. Married,2. Black,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,87.9810327856054
81037,2004,33,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,81.2832532842527
82804,2004,29,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,89.2428846644714
154694,2003,32,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.113394510116
452218,2009,27,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,104.921506533664
157720,2003,40,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,112.6488963421
374624,2008,36,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,56.9055391446732
153643,2003,48,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
86198,2004,56,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.884359339886
84791,2004,24,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,127.115743812184
232289,2006,53,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,134.705375118879
374507,2008,34,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,107.903923866876
305083,2007,61,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,281.745970551857
87712,2004,38,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,48.185650217039
306948,2007,55,1. Male,3. Widowed,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,127.115743812184
13141,2005,70,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,50.3540016352083
155887,2003,24,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,81.2832532842527
228654,2006,22,1. Male,5. Separated,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,75.0431540173515
304515,2007,38,1. Male,4. Divorced,2. Black,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,104.921506533664
83807,2004,29,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,79.8549003093467
229996,2006,30,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,130.982177377461
301419,2007,38,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,171.765132627508
306410,2007,49,1. Male,5. Separated,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,97.4932940453934
452996,2009,71,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,98.5993438603892
14126,2005,32,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,84.0459576539924
158400,2003,40,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,299.262976763971
87273,2004,32,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,70.8150386167557
231271,2006,33,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,82.6796372966372
155621,2003,40,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,73.7757432746946
11861,2005,25,1. Male,1. Never Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,77.4976813877358
154008,2003,36,1. Male,5. Separated,2. Black,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,2. No,91.6992261117042
161216,2003,46,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,141.77517233318
447422,2009,59,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,93.7216739620469
156545,2003,49,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,143.134940811134
13641,2005,41,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,91.6992261117042
304636,2007,42,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,130.982177377461
452513,2009,59,1. Male,2. Married,2. Black,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,87.9810327856054
81809,2004,27,1. Male,1. Never Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,76.4884433977401
231777,2006,30,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,71.6867436659172
9019,2005,54,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,87.9810327856054
9487,2005,31,1. Male,1. Never Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,80.5731997057359
304371,2007,34,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,163.515863976238
305970,2007,47,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,107.903923866876
155402,2003,40,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,133.232350826567
307501,2007,29,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,73.7757432746946
155886,2003,58,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,87.9810327856054
229104,2006,41,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,119.013345237399
87711,2004,56,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,102.127000914639
374720,2008,52,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,136.876367635184
156049,2003,53,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,118.884359339886
159113,2003,37,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,65.1108537153447
449072,2009,30,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,94.0727147457005
87306,2004,35,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,138.299126920883
229074,2006,40,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,118.884359339886
302202,2007,54,1. Male,2. Married,3. Asian,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,79.8549003093467
303505,2007,22,1. Male,1. Never Married,3. Asian,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,63.1888610037461
11180,2005,37,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,134.705375118879
9111,2005,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,295.991249982471
447235,2009,62,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,109.833985642199
304337,2007,47,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,104.921506533664
159650,2003,51,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,148.413159102577
234513,2006,47,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
159500,2003,28,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
12446,2005,65,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,95.6888119067371
9781,2005,42,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,114.475713290347
305890,2007,58,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,104.921506533664
306575,2007,32,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,101.82435207568
153588,2003,34,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,146.462838515063
306484,2007,49,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,79.8549003093467
377256,2008,39,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,145.143601176911
379428,2008,44,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,76.4058510654515
450934,2009,38,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,84.0459576539924
377314,2008,48,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,115.375038556391
234185,2006,47,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,105.927810775063
448466,2009,40,1. Male,2. Married,4. Other,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,72.1504556815713
12792,2005,27,1. Male,5. Separated,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,79.8549003093467
80262,2004,42,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,103.90247060316
82810,2004,30,1. Male,4. Divorced,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,88.9923771888426
301634,2007,31,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
306030,2007,29,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,112.6488963421
231565,2006,53,1. Male,4. Divorced,1. White,5. Advanced Degree,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,138.299126920883
451279,2009,37,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,68.7480877337669
307401,2007,48,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,109.315320019967
453377,2009,56,1. Male,4. Divorced,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
159201,2003,44,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,99.6894636984864
84893,2004,63,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,118.019753340006
161391,2003,25,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,65.1108537153447
161397,2003,31,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,94.0727147457005
161416,2003,51,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,98.5993438603892
306010,2007,25,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,87.9810327856054
306687,2007,50,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,99.6894636984864
232349,2006,34,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,108.874525834712
83445,2004,20,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,82.6796372966372
303155,2007,30,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,89.4924795180001
450065,2009,40,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,97.4932940453934
231998,2006,34,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,56.9055391446732
80918,2004,57,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,65.1108537153447
304411,2007,42,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,1. Yes,89.4924795180001
155790,2003,30,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,84.0459576539924
159561,2003,37,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,94.0727147457005
377472,2008,50,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,85.3839403789827
450455,2009,26,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,78.3924668009837
304184,2007,59,1. Male,2. Married,3. Asian,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,160.409701962289
154351,2003,29,1. Male,1. Never Married,4. Other,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,132.860765311572
447182,2009,22,1. Male,1. Never Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,87.9810327856054
13962,2005,54,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,158.173662250538
154728,2003,46,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,118.884359339886
380298,2008,51,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,101.402052302992
230171,2006,35,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,59.0970640815891
307415,2007,49,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,85.3839403789827
161305,2003,53,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,87.9810327856054
451605,2009,61,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,160.642475408263
301838,2007,40,1. Male,2. Married,2. Black,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,70.4760196469445
154752,2003,52,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,1. <=Good,2. No,47.7477845118713
8804,2005,40,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,130.982177377461
158531,2003,56,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,85.3839403789827
379706,2008,39,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,2. No,99.6894636984864
306214,2007,30,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,93.8786834850373
158084,2003,58,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,130.982177377461
305029,2007,33,1. Male,2. Married,3. Asian,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,167.981128202758
307412,2007,51,1. Male,2. Married,1. White,5. Advanced Degree,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,126.085057289999
377739,2008,32,1. Male,1. Never Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,148.413159102577
451296,2009,50,1. Male,2. Married,2. Black,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,132.487821126123
157053,2003,26,1. Male,1. Never Married,2. Black,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,118.884359339886
303357,2007,35,1. Male,2. Married,1. White,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,109.833985642199
233408,2006,31,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,102.870246933215
449482,2009,31,1. Male,2. Married,1. White,4. College Grad,2. Middle Atlantic,2. Information,2. >=Very Good,1. Yes,133.380607661416
376816,2008,44,1. Male,2. Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,154.68529299563
302281,2007,30,1. Male,2. Married,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,2. >=Very Good,2. No,99.6894636984864
10033,2005,27,1. Male,2. Married,2. Black,1. < HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,2. No,66.2294082943902
14375,2005,27,1. Male,1. Never Married,1. White,3. Some College,2. Middle Atlantic,1. Industrial,2. >=Very Good,1. Yes,87.9810327856054
453557,2009,55,1. Male,5. Separated,1. White,2. HS Grad,2. Middle Atlantic,1. Industrial,1. <=Good,1. Yes,90.4819133566401