"year","age","sex","maritl","race","education","region","jobclass","health","health_ins","logwage","wage" 2006,18,"1. Male","1. Never Married","1. White","1. < HS Grad","2. Middle Atlantic","1. Industrial","1. <=Good","2. No",4.31806333496276,75.0431540173515 2004,24,"1. Male","1. Never Married","1. White","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","2. No",4.25527250510331,70.4760196469445 2003,45,"1. Male","2. Married","1. White","3. Some College","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",4.8750612633917,130.982177377461 2003,43,"1. Male","2. Married","3. Asian","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",5.04139268515823,154.68529299563 2005,50,"1. Male","4. Divorced","1. White","2. HS Grad","2. Middle Atlantic","2. Information","1. <=Good","1. Yes",4.31806333496276,75.0431540173515 2008,54,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.84509804001426,127.115743812184 2009,44,"1. Male","2. Married","4. Other","3. Some College","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",5.13302127864665,169.528538036679 2008,30,"1. Male","1. Never Married","3. Asian","3. Some College","2. Middle Atlantic","2. Information","1. <=Good","1. Yes",4.7160033436348,111.720849360989 2006,41,"1. Male","1. Never Married","2. Black","3. Some College","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.77815125038364,118.884359339886 2004,52,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.85733249643127,128.680488220624 2007,45,"1. Male","4. Divorced","1. White","3. Some College","2. Middle Atlantic","2. Information","1. <=Good","1. Yes",4.76342799356294,117.146816914805 2007,34,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",4.39794000867204,81.2832532842527 2005,35,"1. Male","1. Never Married","1. White","2. HS Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.49415459401844,89.4924795180001 2003,39,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.90308998699194,134.705375118879 2009,54,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.90308998699194,134.705375118879 2009,51,"1. Male","2. Married","1. White","3. Some College","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.50514997831991,90.4819133566401 2003,37,"1. Male","1. Never Married","3. Asian","4. College Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",4.41497334797082,82.6796372966372 2006,50,"1. Male","2. Married","1. White","5. Advanced Degree","2. Middle Atlantic","2. Information","2. >=Very Good","2. No",5.36055176170483,212.842352315711 2007,56,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",4.86102634169657,129.156693004704 2003,37,"1. Male","1. Never Married","1. White","3. Some College","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.5910646070265,98.5993438603892 2003,38,"1. Male","2. Married","3. Asian","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","2. No",5.30102999566398,200.543262324662 2005,40,"1. Male","4. Divorced","1. White","2. HS Grad","2. Middle Atlantic","2. Information","2. >=Very Good","2. No",3.92012332629072,50.406660861266 2009,75,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.44715803134222,85.3839403789827 2007,40,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","2. No",5.07918124604763,160.642475408263 2006,38,"1. Male","1. Never Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","1. <=Good","2. No",4.54406804435028,94.0727147457005 2005,49,"1. Male","2. Married","1. White","5. Advanced Degree","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",5.62618633492728,277.601417511009 2006,43,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",4.43136376415899,84.0459576539924 2004,34,"1. Male","2. Married","4. Other","2. HS Grad","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",4.17609125905568,65.1108537153447 2008,57,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",4.75587485567249,116.265324062503 2003,18,"1. Male","1. Never Married","2. Black","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.25527250510331,70.4760196469445 2004,55,"1. Male","2. Married","1. White","5. Advanced Degree","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",5.27646180417324,195.676307990453 2005,51,"1. Male","2. Married","1. White","3. Some College","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.61909333062674,101.402052302992 2008,33,"1. Male","1. Never Married","1. White","5. Advanced Degree","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",4.39794000867204,81.2832532842527 2005,34,"1. Male","1. Never Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",4.7160033436348,111.720849360989 2006,36,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.49847596780109,89.8800467811106 2003,56,"1. Male","1. Never Married","1. White","5. Advanced Degree","2. Middle Atlantic","2. Information","1. <=Good","1. Yes",4.47712125471966,87.9810327856054 2006,70,"1. Male","1. Never Married","1. White","4. College Grad","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",4.47712125471966,87.9810327856054 2004,25,"1. Male","1. Never Married","1. White","4. College Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.64345267648619,103.90247060316 2006,32,"1. Male","2. Married","1. White","3. Some College","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",4.66275783168157,105.927810775063 2003,27,"1. Male","2. Married","1. White","1. < HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",4.19312459835446,66.2294082943902 2004,28,"1. Male","2. Married","3. Asian","4. College Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",3.54406804435028,34.6074177301288 2007,27,"1. Male","1. Never Married","1. White","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.69897000433602,109.833985642199 2004,43,"1. Male","1. Never Married","1. White","1. < HS Grad","2. Middle Atlantic","1. Industrial","1. <=Good","2. No",3.81291335664286,45.282169994022 2005,50,"1. Male","1. Never Married","4. Other","1. < HS Grad","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",4.30102999566398,73.7757432746946 2004,39,"1. Male","2. Married","2. Black","2. HS Grad","2. Middle Atlantic","2. Information","2. >=Very Good","2. No",4.39794000867204,81.2832532842527 2008,52,"1. Male","2. Married","1. White","5. Advanced Degree","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",5.04139268515823,154.68529299563 2009,35,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",5.59061783348625,267.901086855275 2007,57,"1. Male","2. Married","1. White","5. Advanced Degree","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",5.17609125905568,176.989650489877 2006,25,"1. Male","1. Never Married","1. White","1. < HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",4.19312459835446,66.2294082943902 2006,33,"1. Male","1. Never Married","1. White","2. HS Grad","2. Middle Atlantic","2. Information","1. <=Good","1. Yes",4.75587485567249,116.265324062503 2005,57,"1. Male","2. Married","1. White","5. Advanced Degree","2. Middle Atlantic","2. Information","2. >=Very Good","2. No",5.30102999566398,200.543262324662 2008,71,"1. Male","2. Married","1. White","3. Some College","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.6232492903979,101.82435207568 2004,43,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",5.60688524128857,272.294783220064 2003,23,"1. Male","1. Never Married","1. White","3. Some College","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",3.55630250076729,35.0334213214995 2009,30,"1. Male","1. Never Married","1. White","5. Advanced Degree","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.74036268949424,114.475713290347 2004,22,"1. Male","1. Never Married","2. Black","2. HS Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.39794000867204,81.2832532842527 2006,59,"1. Male","2. Married","1. White","5. Advanced Degree","2. Middle Atlantic","2. Information","1. <=Good","1. Yes",5.30102999566398,200.543262324662 2003,28,"1. Male","1. Never Married","3. Asian","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",5,148.413159102577 2004,61,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.60205999132796,99.6894636984864 2003,34,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.7160033436348,111.720849360989 2005,43,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",5.02938377768521,152.838800991182 2006,54,"1. Male","2. Married","1. White","3. Some College","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",4.76342799356294,117.146816914805 2005,69,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",4.3533390953113,77.7376033039781 2004,41,"1. Male","2. Married","1. White","3. Some College","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",4.47712125471966,87.9810327856054 2003,48,"1. Male","2. Married","1. White","5. Advanced Degree","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.83250891270624,125.525498433836 2003,49,"1. Male","2. Married","1. White","3. Some College","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.81491318127507,123.336103962059 2009,42,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",5.06445798922692,158.294621427791 2003,37,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",5.30102999566398,200.543262324662 2004,55,"1. Male","2. Married","3. Asian","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.60205999132796,99.6894636984864 2008,21,"1. Male","1. Never Married","2. Black","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",4.25527250510331,70.4760196469445 2004,58,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.54406804435028,94.0727147457005 2006,31,"1. Male","1. Never Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",4.39794000867204,81.2832532842527 2006,25,"1. Male","1. Never Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.39794000867204,81.2832532842527 2006,32,"1. Male","1. Never Married","1. White","3. Some College","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.61278385671974,100.764272842107 2009,40,"1. Male","1. Never Married","2. Black","1. < HS Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.54406804435028,94.0727147457005 2003,44,"1. Male","2. Married","1. White","5. Advanced Degree","2. Middle Atlantic","2. Information","2. >=Very Good","2. No",4.60205999132796,99.6894636984864 2003,60,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",5.59198011410292,268.266292012557 2006,23,"1. Male","1. Never Married","1. White","1. < HS Grad","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",4.39794000867204,81.2832532842527 2003,63,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","2. Information","2. >=Very Good","2. No",4.73239375982297,113.567089569751 2008,44,"1. Male","1. Never Married","1. White","1. < HS Grad","2. Middle Atlantic","1. Industrial","1. <=Good","2. No",4.47712125471966,87.9810327856054 2005,47,"1. Male","2. Married","3. Asian","5. Advanced Degree","2. Middle Atlantic","2. Information","1. <=Good","1. Yes",4.85733249643127,128.680488220624 2004,61,"1. Male","2. Married","1. White","3. Some College","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.67024585307412,106.723977625299 2009,55,"1. Male","2. Married","1. White","5. Advanced Degree","2. Middle Atlantic","2. Information","2. >=Very Good","2. No",4.19033169817029,66.0446942318056 2003,24,"1. Male","1. Never Married","1. White","1. < HS Grad","2. Middle Atlantic","1. Industrial","1. <=Good","2. No",3.94200805302231,51.521956314716 2007,42,"1. Male","3. Widowed","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.44715803134222,85.3839403789827 2006,25,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.34242268082221,76.8936025176112 2004,34,"1. Male","4. Divorced","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",4.50514997831991,90.4819133566401 2009,53,"1. Male","2. Married","1. White","1. < HS Grad","2. Middle Atlantic","2. Information","2. >=Very Good","2. No",4.22063101944809,68.0764282889521 2009,53,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.8750612633917,130.982177377461 2009,70,"1. Male","2. Married","3. Asian","5. Advanced Degree","2. Middle Atlantic","2. Information","1. <=Good","2. No",4.85125834871908,127.901232979118 2004,47,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.87691031134463,131.224593755096 2003,46,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.60205999132796,99.6894636984864 2003,33,"1. Male","4. Divorced","1. White","1. < HS Grad","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",4.34242268082221,76.8936025176112 2005,34,"1. Male","2. Married","1. White","5. Advanced Degree","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.68124123737559,107.903923866876 2006,22,"1. Male","1. Never Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","1. <=Good","2. No",4.39794000867204,81.2832532842527 2009,74,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.60205999132796,99.6894636984864 2003,40,"1. Male","2. Married","2. Black","3. Some College","2. Middle Atlantic","2. Information","1. <=Good","1. Yes",4.5910646070265,98.5993438603892 2006,45,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",5.30102999566398,200.543262324662 2009,43,"1. Male","2. Married","3. Asian","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",5.05307844348342,156.503510882633 2005,33,"1. Male","2. Married","3. Asian","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.97634997900327,144.944364980516 2009,62,"1. Male","2. Married","2. Black","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.77815125038364,118.884359339886 2008,37,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.79934054945358,121.430313822622 2004,54,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","2. Information","1. <=Good","1. Yes",4.7160033436348,111.720849360989 2005,34,"1. Male","2. Married","1. White","3. Some College","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",4.23044892137827,68.7480877337669 2008,50,"1. Male","1. Never Married","1. White","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.74036268949424,114.475713290347 2006,46,"1. Male","4. Divorced","1. White","3. Some College","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",4.55630250076729,95.2307125669819 2007,41,"1. Male","2. Married","1. White","1. < HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",4.47712125471966,87.9810327856054 2003,63,"1. Male","4. Divorced","2. Black","3. Some College","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",4.16316137497702,64.2743972206327 2007,38,"1. Male","2. Married","1. White","3. Some College","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",4.85733249643127,128.680488220624 2006,35,"1. Male","2. Married","1. White","3. Some College","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.74036268949424,114.475713290347 2009,29,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","2. Information","1. <=Good","1. Yes",4.72427586960079,112.6488963421 2008,66,"1. Male","2. Married","1. White","1. < HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.39794000867204,81.2832532842527 2004,37,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","2. Information","1. <=Good","1. Yes",4.32935719413155,75.8954848228103 2006,39,"1. Male","2. Married","2. Black","2. HS Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.719720651334,112.136922992214 2003,42,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",4.44715803134222,85.3839403789827 2007,51,"1. Male","4. Divorced","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.54406804435028,94.0727147457005 2009,55,"1. Male","2. Married","3. Asian","5. Advanced Degree","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",4.74036268949424,114.475713290347 2006,51,"1. Male","2. Married","1. White","5. Advanced Degree","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",5.17609125905568,176.989650489877 2008,38,"1. Male","2. Married","1. White","5. Advanced Degree","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",5.62321723414596,276.778413321176 2005,49,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.6232492903979,101.82435207568 2006,42,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","2. Information","2. >=Very Good","2. No",4.51851393987789,91.6992261117042 2009,43,"1. Male","5. Separated","1. White","1. < HS Grad","2. Middle Atlantic","2. Information","1. <=Good","2. No",4.46239799789896,86.6951548289402 2006,38,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",5.09342168516223,162.946460744664 2008,59,"1. Male","2. Married","3. Asian","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.93601079571521,139.213788138664 2009,57,"1. Male","2. Married","1. White","3. Some College","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",4.55630250076729,95.2307125669819 2005,25,"1. Male","1. Never Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","1. <=Good","2. No",4.20411998265593,66.9616443217359 2004,49,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",4.8766796104192,131.194323611687 2004,41,"1. Male","2. Married","1. White","1. < HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.50514997831991,90.4819133566401 2009,38,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.74036268949424,114.475713290347 2003,61,"1. Male","2. Married","1. White","5. Advanced Degree","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.37106786227174,79.1280844956297 2007,49,"1. Male","4. Divorced","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",4.65006456117768,104.591737924918 2008,52,"1. Male","4. Divorced","1. White","5. Advanced Degree","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.88649072517248,132.487821126123 2007,43,"1. Male","2. Married","1. White","5. Advanced Degree","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.95424250943933,141.77517233318 2008,60,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.81291335664286,123.089699847943 2005,46,"1. Male","2. Married","3. Asian","5. Advanced Degree","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.90308998699194,134.705375118879 2004,21,"1. Male","1. Never Married","1. White","2. HS Grad","2. Middle Atlantic","2. Information","2. >=Very Good","2. No",4.02118929906994,55.7673905084923 2009,61,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.67209785793572,106.921814091211 2007,32,"1. Male","2. Married","2. Black","5. Advanced Degree","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.77815125038364,118.884359339886 2004,58,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","2. Information","1. <=Good","1. 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Yes",4.81291335664286,123.089699847943 2003,57,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",5.59198011410292,268.266292012557 2005,40,"1. Male","2. Married","2. Black","3. Some College","2. Middle Atlantic","2. Information","2. >=Very Good","2. No",4.36172783601759,78.3924668009837 2006,57,"1. Male","2. Married","1. White","3. Some College","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.68124123737559,107.903923866876 2005,31,"1. Male","2. Married","3. Asian","5. Advanced Degree","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",5,148.413159102577 2005,28,"1. Male","1. Never Married","1. White","3. Some College","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",4.49136169383427,89.2428846644714 2007,58,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.8750612633917,130.982177377461 2008,47,"1. Male","2. 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College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.47712125471966,87.9810327856054 2003,37,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.77815125038364,118.884359339886 2008,37,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",5.08707120590654,161.914951381929 2003,22,"1. Male","1. Never Married","1. White","3. Some College","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",4.30102999566398,73.7757432746946 2008,39,"1. Male","2. Married","2. Black","2. HS Grad","2. Middle Atlantic","1. Industrial","1. <=Good","2. No",4.60205999132796,99.6894636984864 2003,42,"1. Male","2. Married","3. Asian","3. Some College","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.64345267648619,103.90247060316 2006,44,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.69019608002851,108.874525834712 2008,45,"1. Male","4. Divorced","1. White","1. < HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.68124123737559,107.903923866876 2003,42,"1. Male","2. Married","1. White","5. Advanced Degree","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.95424250943933,141.77517233318 2009,52,"1. Male","4. Divorced","1. White","3. Some College","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",5.07918124604763,160.642475408263 2004,27,"1. Male","4. Divorced","1. White","3. Some College","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.72015930340596,112.186122875854 2009,46,"1. Male","2. Married","1. White","3. Some College","2. Middle Atlantic","2. Information","1. <=Good","1. Yes",5.13033376849501,169.073540049428 2007,59,"1. Male","2. Married","1. White","3. Some College","2. Middle Atlantic","2. Information","1. <=Good","1. Yes",4.56820172406699,96.3706528322308 2005,52,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","1. <=Good","2. No",4.39794000867204,81.2832532842527 2003,19,"1. Male","1. Never Married","1. White","1. < HS Grad","2. Middle Atlantic","1. Industrial","1. <=Good","2. No",4,54.5981500331442 2003,64,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","2. Information","1. <=Good","2. No",4.68124123737559,107.903923866876 2007,38,"1. Male","2. Married","1. White","5. Advanced Degree","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.91907809237607,136.876367635184 2006,45,"1. Male","5. Separated","2. Black","2. HS Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.17609125905568,65.1108537153447 2008,53,"1. Male","2. Married","1. White","3. Some College","2. Middle Atlantic","2. Information","2. >=Very Good","2. No",5.19033169817029,179.528092196451 2007,28,"1. Male","2. Married","1. White","2. 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Yes",4.84509804001426,127.115743812184 2006,31,"1. Male","1. Never Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",4.54406804435028,94.0727147457005 2005,28,"1. Male","2. Married","1. White","3. Some College","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.64345267648619,103.90247060316 2007,45,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.60205999132796,99.6894636984864 2004,56,"1. Male","3. Widowed","1. White","4. College Grad","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",4.47712125471966,87.9810327856054 2004,47,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","2. Information","1. <=Good","1. Yes",4.91381385238372,136.15771083723 2005,41,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",4.54406804435028,94.0727147457005 2006,49,"1. Male","2. Married","1. 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Yes",4.47712125471966,87.9810327856054 2008,48,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.85733249643127,128.680488220624 2004,47,"1. Male","2. Married","1. White","3. Some College","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.79934054945358,121.430313822622 2009,45,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","2. Information","1. <=Good","1. Yes",4.5910646070265,98.5993438603892 2005,49,"1. Male","2. Married","2. Black","3. Some College","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.76342799356294,117.146816914805 2007,57,"1. Male","4. Divorced","1. White","3. Some College","2. Middle Atlantic","2. Information","1. <=Good","1. Yes",4.69897000433602,109.833985642199 2005,77,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.60205999132796,99.6894636984864 2005,48,"1. Male","2. 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Advanced Degree","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.98677173426625,146.462838515063 2007,49,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","2. Information","2. >=Very Good","2. No",4.38021124171161,79.8549003093467 2008,39,"1. Male","2. Married","1. White","5. Advanced Degree","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.97772360528885,145.143601176911 2008,44,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",4.33605927786635,76.4058510654515 2009,38,"1. Male","1. Never Married","1. White","3. Some College","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",4.43136376415899,84.0459576539924 2008,48,"1. Male","2. Married","1. White","5. Advanced Degree","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.7481880270062,115.375038556391 2006,47,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.66275783168157,105.927810775063 2009,40,"1. Male","2. Married","4. Other","1. < HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",4.27875360095283,72.1504556815713 2005,27,"1. Male","5. Separated","1. White","1. < HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.38021124171161,79.8549003093467 2004,42,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.64345267648619,103.90247060316 2004,30,"1. Male","4. Divorced","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.48855071650044,88.9923771888426 2007,31,"1. Male","2. Married","1. White","5. Advanced Degree","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.60205999132796,99.6894636984864 2007,29,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.72427586960079,112.6488963421 2006,53,"1. Male","4. Divorced","1. White","5. Advanced Degree","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.92941892571429,138.299126920883 2009,37,"1. Male","2. Married","1. White","1. < HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",4.23044892137827,68.7480877337669 2007,48,"1. Male","2. Married","1. White","3. Some College","2. Middle Atlantic","2. Information","2. >=Very Good","2. No",4.69423655022735,109.315320019967 2009,56,"1. Male","4. Divorced","1. White","5. Advanced Degree","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",5,148.413159102577 2003,44,"1. Male","2. Married","1. White","3. Some College","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.60205999132796,99.6894636984864 2004,63,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.77085201164214,118.019753340006 2003,25,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.17609125905568,65.1108537153447 2003,31,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","2. Information","1. <=Good","2. No",4.54406804435028,94.0727147457005 2003,51,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",4.5910646070265,98.5993438603892 2007,25,"1. Male","1. Never Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.47712125471966,87.9810327856054 2007,50,"1. Male","2. Married","1. White","3. Some College","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.60205999132796,99.6894636984864 2006,34,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","1. <=Good","2. No",4.69019608002851,108.874525834712 2004,20,"1. Male","1. Never Married","1. White","3. Some College","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.41497334797082,82.6796372966372 2007,30,"1. Male","1. Never Married","1. White","2. HS Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.49415459401844,89.4924795180001 2009,40,"1. Male","2. Married","1. White","3. Some College","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",4.57978359661681,97.4932940453934 2006,34,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","1. <=Good","2. No",4.04139268515823,56.9055391446732 2004,57,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","2. Information","1. <=Good","1. Yes",4.17609125905568,65.1108537153447 2007,42,"1. Male","2. Married","2. Black","2. HS Grad","2. Middle Atlantic","2. Information","1. <=Good","1. Yes",4.49415459401844,89.4924795180001 2003,30,"1. Male","1. Never Married","1. White","3. Some College","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",4.43136376415899,84.0459576539924 2003,37,"1. 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Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",5.06369355759581,158.173662250538 2003,46,"1. Male","2. Married","2. Black","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.77815125038364,118.884359339886 2008,51,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.61909333062674,101.402052302992 2006,35,"1. Male","1. Never Married","1. White","3. Some College","2. Middle Atlantic","1. Industrial","2. >=Very Good","2. No",4.07918124604763,59.0970640815891 2007,49,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","2. Information","1. <=Good","2. No",4.44715803134222,85.3839403789827 2003,53,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.47712125471966,87.9810327856054 2009,61,"1. Male","2. Married","1. White","3. Some College","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",5.07918124604763,160.642475408263 2007,40,"1. Male","2. Married","2. Black","1. < HS Grad","2. Middle Atlantic","2. Information","2. >=Very Good","2. No",4.25527250510331,70.4760196469445 2003,52,"1. Male","2. Married","1. White","1. < HS Grad","2. Middle Atlantic","2. Information","1. <=Good","2. No",3.86593266819319,47.7477845118713 2005,40,"1. Male","2. Married","1. White","4. College Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.8750612633917,130.982177377461 2003,56,"1. Male","2. Married","1. White","1. < HS Grad","2. Middle Atlantic","2. Information","2. >=Very Good","1. Yes",4.44715803134222,85.3839403789827 2008,39,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","2. Information","2. >=Very Good","2. No",4.60205999132796,99.6894636984864 2007,30,"1. Male","2. Married","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","2. >=Very Good","1. Yes",4.54200334750398,93.8786834850373 2003,58,"1. Male","2. Married","1. 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Yes",4.47712125471966,87.9810327856054 2009,55,"1. Male","5. Separated","1. White","2. HS Grad","2. Middle Atlantic","1. Industrial","1. <=Good","1. Yes",4.50514997831991,90.4819133566401