age,income,loan_amount,loan_approved,education,gender,credit_score,employment_status
43.0,30388.56,15394.19,No,Bachelors,Female,768.0,Employed
37.0,48900.29,17814.49,Yes,Masters,Female,702.0,Unemployed
44.0,58259.43,16705.51,Yes,High School,Male,691.0,Employed
53.0,72993.38,8610.43,Yes,Masters,Female,767.0,Employed
36.0,90483.25,14068.9,Yes,High School,Male,583.0,Employed
36.0,83882.72,18263.9,Yes,Bachelors,Male,656.0,Employed
54.0,46413.5,17090.2,Yes,Bachelors,Female,732.0,Employed
46.0,62565.75,11090.65,Yes,PhD,Female,762.0,Employed
33.0,,17079.52,Yes,High School,Male,762.0,Employed
43.0,64755.86,19574.45,Yes,High School,Female,584.0,Employed
33.0,64614.1,10118.5,Yes,Masters,Female,696.0,Self-Employed
33.0,35545.13,5198.83,Yes,Bachelors,Male,,Self-Employed
40.0,46945.32,23870.32,Yes,Bachelors,Male,669.0,Employed
19.0,61941.2,16576.67,Yes,Masters,Female,708.0,Employed
21.0,8135.49,12713.54,No,High School,Male,743.0,Employed
32.0,82812.89,12542.22,Yes,Bachelors,Male,723.0,Employed
28.0,42546.42,15733.95,No,Masters,Female,744.0,Employed
41.0,83736.76,20205.09,Yes,Bachelors,Male,711.0,Unemployed
29.0,81978.32,7451.06,No,Bachelors,Male,748.0,Employed
24.0,59126.14,12995.28,No,Masters,Female,750.0,Employed
53.0,90010.97,23269.84,No,High School,Female,763.0,Self-Employed
36.0,84863.95,19123.09,No,Bachelors,Male,760.0,Self-Employed
39.0,63820.77,18696.54,No,Masters,Male,769.0,Self-Employed
24.0,61564.81,17038.48,Yes,PhD,Female,696.0,Employed
,91944.66,16552.41,Yes,High School,Female,699.0,Employed
39.0,74640.28,12659.12,Yes,Bachelors,Male,730.0,Employed
26.0,90893.94,12208.92,Yes,Bachelors,Female,818.0,Employed
42.0,22220.52,19030.66,Yes,Bachelors,Male,731.0,Employed
32.0,71969.7,12301.96,Yes,PhD,Female,804.0,Employed
35.0,38451.82,,Yes,Bachelors,Female,794.0,Employed
32.0,69484.23,15758.68,No,Masters,Female,794.0,Employed
57.0,84276.4,25959.44,Yes,High School,Male,791.0,Employed
38.0,104782.8,14197.89,Yes,High School,Female,673.0,Employed
27.0,51236.67,20842.32,Yes,High School,Male,666.0,Employed
46.0,59485.9,18536.53,No,Masters,Female,677.0,Employed
26.0,68089.34,14413.79,No,Masters,Female,776.0,Self-Employed
40.0,50509.38,8780.06,No,Bachelors,Female,706.0,Employed
18.0,89571.19,14735.18,Yes,Bachelors,Female,690.0,Employed
25.0,68598.11,19496.18,Yes,Bachelors,Male,699.0,Employed
40.0,72439.14,8875.91,Yes,PhD,Male,744.0,Employed
45.0,82403.46,19178.55,No,Bachelors,Female,685.0,Self-Employed
40.0,68565.77,21714.43,No,High School,Male,695.0,Self-Employed
37.0,53649.22,15480.04,Yes,High School,Female,705.0,Employed
35.0,68739.6,19568.48,No,Bachelors,Male,766.0,Self-Employed
23.0,52876.37,15701.27,Yes,Masters,Male,637.0,Employed
31.0,72159.62,17856.91,Yes,High School,Female,720.0,Self-Employed
33.0,89938.75,22467.9,Yes,Masters,Male,702.0,Employed
49.0,46500.43,7230.12,Yes,Masters,Female,750.0,Employed
41.0,39352.58,11173.91,No,High School,Female,714.0,Employed
20.0,70985.0,21253.41,Yes,Masters,Male,674.0,Employed
41.0,54644.01,22175.6,Yes,High School,Male,827.0,Employed
34.0,70634.91,7960.37,Yes,Bachelors,Male,797.0,Employed
31.0,76408.07,22811.52,No,Bachelors,Male,732.0,Employed
44.0,27126.28,2139.3,No,Bachelors,Female,750.0,Employed
48.0,83796.99,18127.95,No,Bachelors,Male,683.0,Employed
47.0,46606.63,16093.97,Yes,High School,Female,730.0,Employed
30.0,69553.04,11334.44,No,Masters,Female,853.0,Employed
35.0,56812.35,11642.27,Yes,Bachelors,Male,782.0,Employed
41.0,58960.86,11826.58,Yes,Bachelors,Male,667.0,Employed
48.0,103879.16,13979.24,No,High School,Female,740.0,Self-Employed
33.0,76385.35,24930.18,No,High School,Female,724.0,Employed
36.0,88093.77,19115.52,Yes,Bachelors,Female,746.0,Self-Employed
27.0,73018.83,22172.02,No,Bachelors,Male,809.0,Employed
26.0,82400.27,13389.61,No,Masters,Male,675.0,Employed
46.0,78347.57,16151.29,No,Bachelors,Male,710.0,Employed
,75089.12,9642.03,No,Bachelors,Male,664.0,Self-Employed
37.0,92143.12,13607.78,Yes,Bachelors,Male,731.0,Employed
48.0,73130.11,12237.5,No,PhD,Male,725.0,Employed
42.0,115702.97,17443.2,Yes,Bachelors,Female,824.0,Unemployed
32.0,89210.63,11465.73,Yes,PhD,Male,677.0,Employed
42.0,47209.19,10815.68,Yes,Bachelors,Female,765.0,Employed
53.0,66469.01,16981.75,No,Masters,Male,589.0,Employed
38.0,77941.55,14732.42,Yes,High School,Male,817.0,Unemployed
54.0,70889.94,11497.33,Yes,Masters,Female,721.0,Employed
12.0,83737.47,10766.78,Yes,Masters,Female,727.0,Employed
46.0,85940.33,11495.65,Yes,Masters,Male,709.0,Employed
39.0,42808.26,19073.07,Yes,Masters,Male,744.0,Employed
35.0,95621.55,17087.64,No,PhD,Female,690.0,Employed
39.0,60063.65,11224.11,No,Bachelors,Male,727.0,Employed
18.0,58081.91,11423.05,Yes,Masters,Male,787.0,Employed
36.0,58017.55,9263.33,Yes,Bachelors,Female,700.0,Employed
42.0,86171.53,13033.71,No,Masters,Female,705.0,Employed
53.0,64658.65,,Yes,Bachelors,Male,706.0,Self-Employed
33.0,56728.97,10605.29,No,PhD,Female,768.0,Employed
30.0,61520.82,25936.57,Yes,Bachelors,Female,,Unemployed
33.0,34106.17,18118.91,Yes,Bachelors,Male,698.0,Unemployed
47.0,53156.72,14839.12,Yes,Masters,Female,729.0,Self-Employed
41.0,45208.33,15425.36,Yes,Masters,Female,773.0,Employed
33.0,64616.61,8042.98,Yes,Bachelors,Female,655.0,Employed
43.0,83283.87,9004.86,No,Bachelors,Female,757.0,Employed
39.0,81077.52,21614.46,Yes,PhD,Female,738.0,Employed
48.0,95135.01,23175.49,Yes,Bachelors,Male,740.0,Self-Employed
31.0,90679.52,3923.04,No,High School,Female,721.0,Employed
35.0,59428.07,17351.92,No,PhD,Female,722.0,Employed
34.0,70381.43,21908.19,Yes,Masters,Male,755.0,Employed
23.0,69348.88,13291.29,Yes,Bachelors,Female,643.0,Employed
41.0,26978.95,22596.72,No,High School,Male,680.0,Employed
41.0,45654.81,18836.74,No,High School,Male,636.0,Employed
38.0,66654.27,17254.55,Yes,Masters,Female,811.0,Employed
36.0,66542.07,13776.71,Yes,Masters,Female,783.0,Employed
24.0,80246.5,15460.55,Yes,PhD,Male,611.0,Employed
34.0,79272.83,12762.93,No,Bachelors,Female,738.0,Self-Employed
35.0,34586.15,16482.29,No,Bachelors,Female,709.0,Employed
30.0,80371.93,16264.02,Yes,Masters,Female,750.0,Self-Employed
36.0,73571.74,12828.56,No,Bachelors,Female,737.0,Employed
42.0,82467.46,5264.83,Yes,Bachelors,Male,713.0,Employed
57.0,91337.31,14025.06,Yes,PhD,Male,717.0,Employed
40.0,67142.34,9910.63,Yes,Bachelors,Female,771.0,Employed
41.0,94911.76,9395.64,No,Bachelors,Female,690.0,Employed
37.0,52211.99,11550.01,No,High School,Male,701.0,Employed
19.0,51085.24,19134.41,Yes,PhD,Female,752.0,Employed
38.0,78575.44,9444.34,No,High School,Male,763.0,Self-Employed
39.0,62624.65,10562.94,Yes,Masters,Female,735.0,Employed
63.0,75232.65,18533.87,Yes,Bachelors,Female,696.0,Employed
36.0,109859.64,11171.77,No,Masters,Male,,Self-Employed
41.0,77869.9,9364.0,Yes,Masters,Male,638.0,Employed
38.0,74243.39,19044.18,Yes,High School,Male,,Employed
,52615.59,14352.67,No,Bachelors,Female,728.0,Employed
49.0,36000.4,15326.7,Yes,Bachelors,Male,702.0,Employed
,68549.07,13880.66,Yes,Masters,Male,667.0,Self-Employed
46.0,91337.4,17116.54,Yes,Masters,Male,660.0,Unemployed
29.0,63541.24,18427.36,No,High School,Female,728.0,Employed
52.0,78029.25,14385.07,Yes,Bachelors,Male,788.0,Employed
24.0,98529.95,7509.27,Yes,Masters,Female,683.0,Employed
44.0,98030.33,16487.41,Yes,Bachelors,Male,719.0,Employed
60.0,78576.32,13299.97,Yes,PhD,Female,684.0,Employed
28.0,73402.13,19286.42,Yes,Bachelors,Male,750.0,Employed
,39627.34,10521.95,Yes,Bachelors,Female,714.0,Employed
39.0,57396.11,13428.03,Yes,Bachelors,Female,769.0,Self-Employed
33.0,64384.88,7590.67,No,PhD,Male,726.0,Employed
22.0,52953.37,18915.78,Yes,High School,Female,726.0,Self-Employed
39.0,74969.07,21126.75,No,Bachelors,Female,677.0,Employed
27.0,108232.96,12560.01,No,Masters,Female,678.0,Employed
43.0,100355.23,14029.59,Yes,Bachelors,Female,743.0,Self-Employed
29.0,74877.6,10951.6,Yes,High School,Male,731.0,Employed
53.0,85588.68,11433.73,Yes,Bachelors,Female,821.0,Employed
30.0,55427.91,18467.8,Yes,PhD,Female,665.0,Employed
35.0,99281.79,12479.24,Yes,Bachelors,Female,770.0,Employed
46.0,38760.67,17375.75,Yes,Bachelors,Male,727.0,Employed
26.0,88256.56,14923.85,Yes,Masters,Female,671.0,Self-Employed
40.0,79911.79,18752.81,Yes,Bachelors,Male,586.0,Self-Employed
51.0,54882.81,13038.01,Yes,Masters,Male,688.0,Employed
22.0,,20426.55,Yes,Bachelors,Male,695.0,Employed
40.0,,24377.25,No,Bachelors,Female,694.0,Employed
41.0,48167.2,6498.25,Yes,Bachelors,Female,765.0,Employed
46.0,38178.92,14539.15,Yes,Bachelors,Female,697.0,Unemployed
26.0,85350.28,,No,High School,Female,734.0,Employed
25.0,94106.9,11421.44,No,Bachelors,Female,650.0,Employed
43.0,26763.84,17037.54,No,Masters,Female,739.0,Employed
41.0,106766.11,20602.99,Yes,High School,Female,655.0,Self-Employed
41.0,69759.84,5129.9,Yes,Bachelors,Female,754.0,Self-Employed
41.0,75797.06,4751.58,Yes,Bachelors,Female,768.0,Employed
31.0,40551.74,23287.14,Yes,Masters,Male,645.0,Self-Employed
40.0,96416.52,13801.98,Yes,Masters,Male,816.0,Employed
41.0,74005.0,15447.29,No,Bachelors,Female,,Employed
31.0,92776.52,9657.65,Yes,Bachelors,Female,738.0,Employed
57.0,,15221.66,No,Masters,Female,758.0,Employed
43.0,96697.49,21844.38,Yes,Masters,Female,686.0,Employed
26.0,57034.38,17482.12,Yes,PhD,Female,685.0,Employed
45.0,65840.76,15963.72,Yes,Bachelors,Female,699.0,Employed
28.0,57765.96,6150.01,Yes,Masters,Male,743.0,Employed
46.0,87901.93,18713.46,No,Bachelors,Female,749.0,Employed
50.0,76657.78,15047.93,Yes,Bachelors,Female,790.0,Employed
30.0,91382.9,11960.02,Yes,Bachelors,Female,782.0,Employed
48.0,92254.78,18212.54,No,Masters,Female,782.0,Unemployed
42.0,35454.81,10760.72,Yes,Bachelors,Male,764.0,Employed
46.0,97015.4,17803.87,No,Masters,Male,760.0,Employed
57.0,89017.22,21084.43,Yes,Masters,Female,700.0,Employed
36.0,62615.5,15771.07,No,Masters,Female,692.0,Self-Employed
30.0,76995.86,12880.03,No,Bachelors,Female,643.0,Employed
29.0,67526.61,12139.24,Yes,Masters,Female,790.0,Employed
,82321.11,16913.43,Yes,High School,Female,722.0,Self-Employed
37.0,62572.07,12839.86,Yes,Bachelors,Female,737.0,Employed
41.0,79578.54,26832.45,Yes,Bachelors,Male,579.0,Unemployed
41.0,71346.11,7924.42,Yes,Masters,Male,687.0,Employed
46.0,61356.12,14351.19,No,Bachelors,Female,769.0,Unemployed
38.0,73802.72,16362.86,Yes,High School,Male,737.0,Employed
53.0,124129.39,15767.59,No,Masters,Male,687.0,Unemployed
35.0,56289.27,12196.23,Yes,Masters,Female,714.0,Unemployed
65.0,65001.13,21161.31,No,Masters,Female,819.0,Unemployed
44.0,56637.75,18334.26,No,Bachelors,Male,708.0,Employed
29.0,58735.67,18698.93,Yes,High School,Male,726.0,Self-Employed
27.0,86315.49,11660.37,No,High School,Male,720.0,Employed
43.0,84317.65,12986.31,Yes,High School,Male,730.0,Unemployed
36.0,69882.73,17441.25,Yes,High School,Female,780.0,Employed
45.0,90525.93,9497.47,Yes,High School,Male,844.0,Self-Employed
43.0,85868.87,18327.83,No,Bachelors,Female,794.0,Self-Employed
37.0,66753.32,14495.25,Yes,Masters,Female,732.0,Self-Employed
30.0,39322.71,20322.98,No,Bachelors,Male,780.0,Self-Employed
23.0,86595.66,12861.9,Yes,Bachelors,Male,645.0,Employed
34.0,73393.29,24070.89,Yes,Bachelors,Male,719.0,Unemployed
47.0,70444.47,17052.52,Yes,Bachelors,Female,685.0,Employed
40.0,60679.04,17602.16,Yes,Masters,Female,692.0,Employed
26.0,84892.98,11537.14,Yes,PhD,Female,768.0,Self-Employed
40.0,76969.93,16266.7,No,PhD,Female,788.0,Self-Employed
42.0,65263.44,12253.83,No,Masters,Male,653.0,Unemployed
29.0,45490.91,7298.25,Yes,Masters,Male,711.0,Self-Employed
40.0,91358.58,14021.73,No,Bachelors,Male,687.0,Employed
39.0,82098.1,,Yes,Bachelors,Female,753.0,Employed
27.0,75108.06,,Yes,Bachelors,Female,776.0,Unemployed
42.0,16864.52,13529.28,Yes,Bachelors,Female,833.0,Employed
44.0,69242.11,13462.91,Yes,High School,Male,780.0,Unemployed
49.0,65175.93,26207.91,No,High School,Female,777.0,Employed
49.0,57630.09,18042.11,Yes,Bachelors,Male,670.0,Employed
24.0,85084.71,7049.97,Yes,Bachelors,Male,686.0,Unemployed
29.0,84297.2,12284.27,Yes,Bachelors,Female,723.0,Employed
43.0,78736.49,12995.91,No,PhD,Female,848.0,Self-Employed
43.0,90757.82,,Yes,High School,Female,724.0,Employed
43.0,49554.03,15321.78,No,Bachelors,Male,792.0,Unemployed
77.0,60926.92,12130.53,Yes,Bachelors,Female,699.0,Employed
44.0,71495.85,12436.23,Yes,High School,Male,719.0,Employed
49.0,57559.96,15767.59,Yes,Masters,Male,719.0,Self-Employed
48.0,84543.38,7296.39,Yes,Masters,Female,695.0,Self-Employed
45.0,59555.98,4244.64,Yes,Masters,Male,754.0,Employed
35.0,95967.4,21214.11,Yes,Bachelors,Female,655.0,Employed
46.0,51376.81,19186.14,No,High School,Female,629.0,Employed
30.0,112639.67,16844.46,No,Masters,Male,707.0,Unemployed
36.0,110585.95,16523.34,Yes,Masters,Female,748.0,Employed
33.0,68104.94,14053.74,Yes,Bachelors,Male,682.0,Self-Employed
39.0,92923.41,30079.83,No,Bachelors,Female,836.0,Employed
61.0,61991.44,15964.77,Yes,PhD,Male,720.0,Employed
19.0,90265.73,28040.48,Yes,Bachelors,Female,724.0,Self-Employed
45.0,66480.43,25314.04,No,Masters,Female,670.0,Self-Employed
22.0,44291.2,17308.25,Yes,Masters,Male,751.0,Self-Employed
33.0,-656.36,13950.06,Yes,Masters,Female,771.0,Self-Employed
49.0,64625.73,15080.06,No,Bachelors,Female,730.0,Employed
39.0,,12995.86,No,Bachelors,Female,736.0,Unemployed
27.0,96606.33,17305.01,No,Bachelors,Male,732.0,Employed
31.0,70732.5,18368.97,Yes,Bachelors,Male,675.0,Employed
45.0,90058.2,,No,Bachelors,Female,792.0,Unemployed
31.0,60921.17,28072.33,No,Bachelors,Female,704.0,Unemployed
40.0,63254.42,11095.09,Yes,Bachelors,Female,806.0,Employed
38.0,91080.71,1568.4,No,Masters,Female,660.0,Employed
31.0,20706.51,14591.01,Yes,Masters,Female,765.0,Employed
59.0,70259.68,9257.8,No,High School,Male,729.0,Self-Employed
44.0,62000.77,14732.86,Yes,Masters,Female,725.0,Employed
18.0,97212.22,15354.63,Yes,Masters,Male,690.0,Employed
,59435.07,17226.41,Yes,Bachelors,Female,754.0,Employed
31.0,80331.7,20029.27,No,Bachelors,Male,747.0,Employed
47.0,88430.34,9962.63,Yes,Masters,Female,809.0,Self-Employed
30.0,40148.08,,Yes,Masters,Female,,Employed
,67212.59,18392.73,No,Masters,Male,700.0,Employed
43.0,61367.27,11712.93,Yes,Bachelors,Male,698.0,Self-Employed
47.0,88925.86,5613.02,No,Bachelors,Female,736.0,Self-Employed
26.0,83501.64,18096.97,Yes,Bachelors,Female,794.0,Employed
35.0,65335.96,12173.73,Yes,Masters,Female,739.0,Self-Employed
33.0,49051.84,11840.94,Yes,Bachelors,Female,771.0,Employed
31.0,90762.93,15600.33,Yes,Bachelors,Male,735.0,Employed
56.0,68646.94,15020.69,Yes,High School,Male,,Self-Employed
42.0,37632.47,19986.1,No,Bachelors,Male,743.0,Employed
25.0,39352.39,8754.72,No,Masters,Female,710.0,Employed
47.0,78752.67,26310.77,Yes,Masters,Female,781.0,Unemployed
59.0,44483.88,7929.3,No,Bachelors,Female,803.0,Employed
48.0,107192.95,13061.25,Yes,Masters,Male,810.0,Employed
23.0,51258.59,10657.38,Yes,Bachelors,Female,711.0,Self-Employed
33.0,69992.79,15277.7,Yes,Bachelors,Female,696.0,Employed
,73182.24,15093.87,Yes,Bachelors,Male,704.0,Self-Employed
31.0,55412.45,15831.84,No,High School,Female,714.0,Self-Employed
42.0,25203.46,16306.65,Yes,PhD,Male,728.0,Employed
46.0,73817.9,21531.98,No,Bachelors,Male,674.0,Employed
29.0,54935.2,15783.21,Yes,Bachelors,Male,721.0,Self-Employed
37.0,72330.77,21941.8,Yes,Masters,Female,618.0,Employed
6.0,67553.38,6248.01,Yes,Bachelors,Male,828.0,Unemployed
28.0,75265.82,4078.3,Yes,Masters,Female,708.0,Employed
35.0,101237.4,15635.18,Yes,PhD,Male,699.0,Employed
26.0,59076.34,16634.98,Yes,Bachelors,Male,747.0,Employed
54.0,60623.11,,Yes,Masters,Female,762.0,Employed
24.0,36684.05,14949.31,Yes,Bachelors,Male,619.0,Employed
34.0,66096.32,20376.65,Yes,Bachelors,Male,686.0,Employed
39.0,78197.4,18351.73,Yes,High School,Female,791.0,Employed
52.0,60330.1,13350.18,Yes,Masters,Female,764.0,Employed
24.0,78328.61,15989.35,Yes,Masters,Female,661.0,Employed
50.0,66449.83,18794.42,Yes,Bachelors,Male,779.0,Employed
38.0,43954.68,8852.26,No,Bachelors,Female,758.0,Employed
28.0,76239.7,10975.08,Yes,Masters,Female,680.0,Self-Employed
43.0,65883.36,19616.77,Yes,Masters,Female,720.0,Employed
40.0,72455.16,6351.67,Yes,Bachelors,Female,635.0,Employed
32.0,58661.0,9548.26,No,Bachelors,Female,761.0,Employed
39.0,56891.95,8933.17,Yes,High School,Male,797.0,Employed
34.0,73148.22,19589.19,No,Bachelors,Female,703.0,Self-Employed
39.0,65388.0,9575.82,Yes,Bachelors,Male,720.0,Employed
45.0,104485.56,18959.46,No,Masters,Male,741.0,Self-Employed
54.0,85974.61,,Yes,Masters,Female,709.0,Self-Employed
26.0,,23893.53,No,Bachelors,Female,617.0,Self-Employed
59.0,66450.38,15641.63,Yes,Masters,Male,774.0,Self-Employed
18.0,29479.53,20334.71,Yes,Bachelors,Female,780.0,Employed
36.0,53848.1,17301.8,Yes,High School,Male,754.0,Employed
44.0,57054.13,12745.84,Yes,PhD,Female,790.0,Employed
41.0,64500.31,14937.28,No,High School,Male,713.0,Employed
32.0,69332.81,15041.89,No,Masters,Female,742.0,Employed
36.0,83121.5,12690.75,Yes,Bachelors,Male,685.0,Employed
33.0,75462.91,19439.54,Yes,Bachelors,Male,676.0,Employed
32.0,93184.06,27553.03,Yes,Masters,Female,655.0,Employed
46.0,63761.96,15579.27,Yes,High School,Male,737.0,Employed
42.0,75143.26,18583.06,Yes,Bachelors,Male,724.0,Self-Employed
31.0,76876.88,17644.02,Yes,PhD,Female,775.0,Employed
47.0,74914.53,1949.73,Yes,Bachelors,Male,633.0,Self-Employed
41.0,95637.8,17457.84,No,Bachelors,Female,733.0,Employed
46.0,86075.49,17207.61,Yes,Masters,Male,,Employed
44.0,43611.94,8757.07,Yes,Masters,Male,726.0,Employed
30.0,67713.38,6057.45,No,PhD,Male,765.0,Unemployed
32.0,69720.53,17135.74,No,PhD,Female,837.0,Employed
45.0,113030.82,23226.43,No,Masters,Female,788.0,Employed
44.0,,13153.34,Yes,High School,Female,649.0,Self-Employed
38.0,50350.32,13341.67,No,Masters,Female,704.0,Employed
39.0,,26541.55,No,Masters,Male,738.0,Unemployed
51.0,79939.71,19479.94,Yes,Masters,Female,717.0,Self-Employed
32.0,68524.54,8928.67,Yes,Bachelors,Female,786.0,Employed
43.0,65594.78,11434.98,No,High School,Male,719.0,Employed
36.0,88978.08,25896.39,Yes,Bachelors,Male,716.0,Employed
36.0,52928.04,11684.84,Yes,Masters,Female,774.0,Employed
49.0,63180.93,12333.83,No,High School,Female,650.0,Unemployed
46.0,59557.0,18353.18,Yes,Masters,Female,744.0,Self-Employed
46.0,91877.89,,Yes,High School,Male,688.0,Employed
51.0,75709.88,17217.13,Yes,Masters,Male,759.0,Self-Employed
38.0,48700.12,16439.38,Yes,Bachelors,Female,702.0,Employed
45.0,50709.87,14274.29,Yes,Masters,Male,746.0,Employed
35.0,107468.3,21046.74,Yes,Bachelors,Female,693.0,Employed
41.0,91664.35,8623.61,Yes,PhD,Male,621.0,Employed
37.0,86831.01,15587.49,Yes,Masters,Male,738.0,Employed
39.0,70244.94,12098.82,Yes,Bachelors,Male,655.0,Employed
44.0,100169.46,23209.87,No,Bachelors,Female,795.0,Employed
30.0,47931.9,14127.73,No,Masters,Female,748.0,Self-Employed
,85059.35,24613.0,No,Bachelors,Female,756.0,Self-Employed
28.0,61134.53,12891.25,Yes,Bachelors,Female,706.0,Self-Employed
26.0,65022.13,15545.72,No,Masters,Male,719.0,Employed
50.0,84515.79,20440.52,Yes,PhD,Female,602.0,Self-Employed
46.0,67128.85,10222.17,No,Bachelors,Female,740.0,Unemployed
44.0,61306.0,,Yes,High School,Female,663.0,Employed
44.0,60096.85,15130.59,No,High School,Male,736.0,Self-Employed
38.0,30273.09,17057.8,Yes,High School,Male,,Employed
29.0,85264.07,17730.1,No,Bachelors,Male,751.0,Self-Employed
39.0,49867.4,14619.73,Yes,Bachelors,Male,729.0,Employed
31.0,107168.19,10951.01,Yes,Masters,Male,654.0,Employed
,64247.75,15471.16,Yes,Bachelors,Female,788.0,Employed
37.0,96188.8,4943.48,Yes,Bachelors,Female,710.0,Employed
30.0,33819.38,8446.6,Yes,High School,Female,676.0,Employed
35.0,84629.66,14299.49,No,Bachelors,Male,772.0,Employed
42.0,89771.11,22736.76,Yes,Masters,Female,692.0,Employed
32.0,96071.27,22585.38,Yes,PhD,Male,712.0,Self-Employed
30.0,,19897.33,Yes,High School,Female,797.0,Employed
40.0,55945.63,7304.71,Yes,Bachelors,Male,740.0,Employed
40.0,81530.2,16503.81,Yes,Bachelors,Female,751.0,Self-Employed
33.0,,10696.97,Yes,High School,Female,714.0,Employed
33.0,75867.19,14663.95,Yes,Bachelors,Male,687.0,Unemployed
40.0,62794.27,19772.52,Yes,Bachelors,Male,703.0,Self-Employed
,101015.97,18289.41,No,Bachelors,Male,602.0,Employed
24.0,122169.31,,No,Bachelors,Male,754.0,Employed
31.0,72079.6,7953.89,Yes,Masters,Female,750.0,Self-Employed
36.0,79068.42,9885.87,Yes,Bachelors,Male,646.0,Employed
41.0,71124.87,22532.17,Yes,Bachelors,Female,739.0,Self-Employed
53.0,95681.07,22608.93,No,Masters,Male,570.0,Employed
47.0,86582.33,14919.08,Yes,Masters,Female,827.0,Employed
36.0,48672.39,14883.16,No,Masters,Female,,Employed
38.0,57745.96,20864.05,Yes,PhD,Male,694.0,Employed
28.0,49814.06,17660.66,Yes,High School,Male,757.0,Employed
38.0,123896.45,18031.68,Yes,Bachelors,Male,743.0,Employed
35.0,82706.24,10375.92,Yes,Masters,Female,643.0,Employed
41.0,58086.28,20746.81,No,High School,Female,722.0,Unemployed
30.0,56488.96,14001.7,Yes,PhD,Female,741.0,Employed
43.0,86104.63,8038.22,Yes,High School,Female,678.0,Employed
53.0,88098.4,11093.28,Yes,Masters,Female,759.0,Employed
37.0,85962.15,12014.6,Yes,Masters,Male,656.0,Employed
42.0,61488.85,22390.08,Yes,Masters,Female,750.0,Employed
45.0,76116.87,11516.84,No,Masters,Female,645.0,Self-Employed
34.0,,16923.45,Yes,Masters,Male,699.0,Employed
40.0,51274.79,4448.73,No,Masters,Female,639.0,Employed
38.0,51470.12,19684.02,No,Masters,Female,760.0,Self-Employed
39.0,78239.3,11042.07,Yes,Masters,Female,783.0,Employed
30.0,73929.02,16954.11,Yes,High School,Male,805.0,Self-Employed
38.0,81067.03,16952.16,Yes,PhD,Male,699.0,Employed
43.0,85820.46,,No,Bachelors,Male,681.0,Employed
53.0,99987.65,16661.53,Yes,Bachelors,Male,771.0,Self-Employed
48.0,54481.91,24572.65,Yes,Masters,Male,723.0,Employed
60.0,,16043.68,Yes,Masters,Male,,Unemployed
30.0,84983.98,26242.65,No,Masters,Female,687.0,Employed
47.0,63757.39,18188.66,No,High School,Female,721.0,Employed
40.0,72437.26,16373.57,Yes,PhD,Female,781.0,Self-Employed
60.0,64268.83,19457.55,Yes,Masters,Male,667.0,Self-Employed
30.0,112171.81,15983.61,Yes,PhD,Female,786.0,Employed
30.0,72097.05,17245.79,Yes,Bachelors,Male,711.0,Employed
32.0,79030.1,16736.47,No,Masters,Female,781.0,Employed
17.0,64720.31,16237.57,Yes,Bachelors,Female,710.0,Employed
33.0,60407.31,,No,Masters,Male,762.0,Employed
30.0,43959.95,26361.87,Yes,Bachelors,Male,678.0,Employed
40.0,91997.37,16635.16,Yes,Masters,Male,741.0,Employed
41.0,85368.75,21297.29,Yes,High School,Male,753.0,Employed
57.0,63978.07,21004.75,Yes,PhD,Male,627.0,Employed
48.0,51992.6,20463.76,Yes,Masters,Male,802.0,Self-Employed
32.0,73598.17,,Yes,Bachelors,Male,647.0,Employed
29.0,60046.06,18317.0,Yes,Bachelors,Female,774.0,Employed
43.0,65559.15,17856.06,No,Bachelors,Female,,Employed
25.0,44728.8,11407.23,No,Masters,Male,758.0,Self-Employed
56.0,74341.39,14673.43,No,High School,Male,741.0,Employed
50.0,74740.06,9016.01,Yes,Masters,Female,703.0,Employed
33.0,91894.46,17882.21,Yes,Bachelors,Female,676.0,Employed
21.0,66985.17,17155.86,No,High School,Female,708.0,Self-Employed
52.0,63328.75,18496.61,No,High School,Female,696.0,Self-Employed
37.0,38864.78,11126.05,Yes,Bachelors,Female,738.0,Employed
50.0,92019.22,19822.44,Yes,High School,Female,724.0,Employed
22.0,87856.46,17356.57,Yes,Bachelors,Female,680.0,Employed
32.0,70574.77,26164.79,Yes,PhD,Female,659.0,Self-Employed
38.0,43415.38,,Yes,High School,Female,699.0,Employed
38.0,45709.46,12011.15,Yes,High School,Male,716.0,Employed
33.0,59057.88,8248.71,Yes,High School,Female,682.0,Employed
44.0,89304.51,16090.79,Yes,High School,Male,739.0,Employed
27.0,75806.75,9853.89,Yes,Bachelors,Female,709.0,Employed
37.0,40132.86,11327.42,Yes,Bachelors,Male,769.0,Employed
39.0,,10170.22,Yes,High School,Male,739.0,Employed
43.0,53217.07,12094.36,Yes,Masters,Female,750.0,Employed
45.0,59555.76,22281.02,No,Masters,Male,691.0,Employed
27.0,89434.76,10163.29,No,Bachelors,Male,784.0,Self-Employed
23.0,85310.08,12876.57,Yes,Masters,Male,733.0,Self-Employed
51.0,91862.0,7847.2,Yes,High School,Female,786.0,Employed
41.0,69537.33,6467.97,Yes,PhD,Female,764.0,Employed
31.0,87660.49,13602.9,Yes,Masters,Female,710.0,Employed
54.0,58277.27,16037.42,Yes,High School,Male,690.0,Self-Employed
39.0,64848.68,9248.23,Yes,Bachelors,Male,725.0,Employed
,63474.14,7402.83,Yes,PhD,Male,706.0,Self-Employed
39.0,70477.3,5643.34,Yes,Masters,Female,685.0,Unemployed
59.0,44270.18,15727.19,Yes,Bachelors,Male,667.0,Employed
56.0,65499.9,19674.7,Yes,Masters,Female,816.0,Employed
36.0,99033.15,7858.54,Yes,Bachelors,Female,652.0,Employed
48.0,48149.44,11761.22,Yes,Bachelors,Male,624.0,Employed
44.0,43413.57,20411.37,Yes,PhD,Female,739.0,Employed
,45026.23,13932.25,Yes,Masters,Female,684.0,Employed
28.0,123237.19,14498.07,Yes,Bachelors,Male,705.0,Employed
45.0,79297.04,16901.53,No,Bachelors,Male,651.0,Employed
49.0,64594.69,12784.16,No,Bachelors,Male,740.0,Employed
20.0,71366.41,11111.48,No,Bachelors,Female,734.0,Unemployed
26.0,74552.79,16536.69,No,Masters,Male,768.0,Employed
18.0,57191.0,8093.73,Yes,Bachelors,Female,748.0,Employed
35.0,59655.67,6938.93,Yes,Bachelors,Male,706.0,Employed
45.0,66846.34,11539.78,Yes,Bachelors,Male,639.0,Employed
53.0,55504.9,18560.28,No,Masters,Female,680.0,Employed
39.0,62061.31,20812.33,No,Bachelors,Male,678.0,Employed
54.0,,12625.47,Yes,Bachelors,Male,665.0,Employed
24.0,50056.94,19151.46,Yes,Bachelors,Male,785.0,Employed
,122198.99,21908.52,Yes,Masters,Female,,Employed
37.0,85063.13,15188.76,Yes,Masters,Male,694.0,Unemployed
42.0,44598.31,,No,Masters,Male,760.0,Employed
38.0,20441.93,24332.81,Yes,Masters,Female,733.0,Employed
17.0,56249.93,11476.05,Yes,Masters,Female,691.0,Self-Employed
37.0,83687.21,13791.86,Yes,Bachelors,Male,725.0,Self-Employed
25.0,79809.4,23002.55,Yes,Masters,Male,622.0,Employed
,67783.03,10298.86,Yes,Bachelors,Female,641.0,Employed
42.0,57971.15,15777.6,Yes,High School,Female,741.0,Unemployed
29.0,51917.37,11858.58,Yes,Bachelors,Female,767.0,Employed
33.0,61948.34,21818.53,No,Masters,Male,765.0,Self-Employed
27.0,49752.4,9076.01,Yes,High School,Male,667.0,Self-Employed
37.0,62022.44,14664.28,No,Bachelors,Female,764.0,Employed
48.0,96619.02,9765.19,No,Bachelors,Female,753.0,Employed
28.0,54575.2,7667.21,Yes,Bachelors,Female,743.0,Employed
43.0,82217.63,5509.48,Yes,Bachelors,Female,713.0,Employed
33.0,85268.48,14176.66,Yes,Bachelors,Male,694.0,Self-Employed
30.0,48407.97,17418.26,Yes,High School,Female,757.0,Employed
37.0,53132.56,15091.6,No,High School,Male,760.0,Unemployed
28.0,91378.87,16173.04,Yes,Bachelors,Male,710.0,Employed
32.0,51484.72,12827.99,Yes,High School,Female,741.0,Self-Employed
26.0,68850.29,19921.89,Yes,Masters,Male,743.0,Self-Employed
58.0,110799.68,18638.99,Yes,Masters,Male,715.0,Employed
38.0,89596.65,15627.63,No,High School,Female,685.0,Self-Employed
31.0,71704.61,16027.18,Yes,Bachelors,Female,724.0,Employed
40.0,86814.61,12671.11,Yes,Bachelors,Male,763.0,Employed
37.0,68881.56,24727.14,No,Bachelors,Male,677.0,Employed
36.0,90364.64,19041.05,Yes,High School,Male,778.0,Unemployed
44.0,29074.69,14485.95,Yes,Masters,Female,683.0,Self-Employed
46.0,67214.68,14136.87,Yes,Masters,Male,811.0,Employed
33.0,28273.2,13051.48,Yes,High School,Female,760.0,Employed
32.0,73227.1,13506.65,No,PhD,Male,698.0,Employed
35.0,65276.44,16232.0,Yes,High School,Male,652.0,Employed
15.0,97214.6,6466.65,Yes,Masters,Female,693.0,Unemployed
23.0,84236.55,13754.46,No,Masters,Female,705.0,Employed
52.0,59478.25,14344.52,Yes,Masters,Male,703.0,Employed
54.0,61875.67,14958.44,No,Bachelors,Female,686.0,Employed
36.0,77613.93,15873.06,Yes,Masters,Male,722.0,Employed
44.0,58548.79,15159.41,Yes,Bachelors,Male,715.0,Unemployed
41.0,69352.54,17025.5,Yes,Bachelors,Male,681.0,Employed
69.0,96333.96,14325.16,Yes,High School,Female,773.0,Employed
49.0,53417.4,19940.02,Yes,Bachelors,Female,776.0,Self-Employed
37.0,61046.51,18289.16,Yes,Bachelors,Male,721.0,Employed
28.0,63851.35,26229.69,Yes,High School,Male,767.0,Employed
22.0,133161.47,18508.7,No,Bachelors,Male,752.0,Employed
40.0,82164.85,11274.17,Yes,Masters,Female,690.0,Employed
30.0,92641.37,14216.08,Yes,Masters,Female,742.0,Employed
24.0,85362.51,12463.46,No,Bachelors,Male,676.0,Employed
32.0,86707.88,15039.83,Yes,High School,Male,673.0,Employed
27.0,79471.47,20489.32,No,High School,Female,750.0,Self-Employed
55.0,77305.38,13380.75,No,Bachelors,Female,746.0,Self-Employed
47.0,40985.11,12157.43,Yes,Bachelors,Male,743.0,Self-Employed
38.0,77157.29,17581.44,No,High School,Female,727.0,Employed
53.0,67833.13,10923.69,Yes,Masters,Female,634.0,Employed
39.0,80909.14,10628.37,Yes,High School,Male,645.0,Self-Employed
29.0,68582.82,16909.87,No,Masters,Male,739.0,Employed
53.0,85263.29,6042.24,Yes,High School,Female,757.0,Employed
43.0,88798.65,12586.39,Yes,Masters,Male,684.0,Self-Employed
28.0,11756.8,19279.18,Yes,PhD,Female,805.0,Unemployed
36.0,,5832.0,No,Masters,Male,688.0,Employed
29.0,32852.26,6195.71,No,Bachelors,Female,779.0,Unemployed
24.0,74778.89,7830.07,Yes,Masters,Female,637.0,Self-Employed
47.0,63985.83,1344.14,No,PhD,Male,678.0,Employed
57.0,97116.57,24483.33,No,Masters,Female,737.0,Employed
24.0,74144.89,15602.42,Yes,Bachelors,Male,704.0,Employed
44.0,60289.4,11647.72,Yes,Masters,Male,,Employed
31.0,88771.43,8549.23,No,Bachelors,Male,733.0,Employed
33.0,63635.95,26006.07,Yes,High School,Male,792.0,Self-Employed
32.0,60040.05,18275.09,Yes,High School,Female,695.0,Employed
29.0,77872.51,14358.07,No,PhD,Female,665.0,Employed
38.0,102259.43,21097.6,Yes,PhD,Female,709.0,Employed
30.0,87071.04,16943.8,Yes,High School,Male,700.0,Self-Employed
41.0,81338.62,12490.1,Yes,Bachelors,Male,686.0,Self-Employed
37.0,125018.97,11967.94,Yes,Bachelors,Male,677.0,Self-Employed
36.0,55351.8,12048.0,Yes,High School,Female,648.0,Employed
29.0,54905.64,9919.89,No,High School,Male,785.0,Employed
32.0,72911.39,20557.88,Yes,PhD,Female,646.0,Self-Employed
46.0,100300.53,12410.09,Yes,Bachelors,Female,716.0,Unemployed
43.0,51166.28,,Yes,Bachelors,Female,726.0,Self-Employed
28.0,105091.45,10856.57,Yes,Bachelors,Male,738.0,Employed
39.0,41217.55,12004.9,No,Bachelors,Male,718.0,Unemployed
46.0,67575.64,12737.93,No,Bachelors,Female,648.0,Employed
21.0,73469.31,10504.62,Yes,Masters,Female,680.0,Employed
43.0,52347.36,12067.86,No,High School,Female,717.0,Employed
31.0,57575.31,,Yes,Bachelors,Female,720.0,Self-Employed
44.0,85932.61,21009.96,Yes,High School,Female,660.0,Self-Employed
30.0,98831.11,16495.33,No,PhD,Male,751.0,Self-Employed
20.0,27707.79,9046.59,Yes,PhD,Male,675.0,Self-Employed
22.0,73604.73,12002.49,No,Masters,Male,804.0,Employed
38.0,67733.82,12106.9,Yes,Bachelors,Male,624.0,Self-Employed
41.0,72147.93,23502.53,Yes,Bachelors,Male,747.0,Employed
29.0,63664.67,19927.78,Yes,Bachelors,Male,727.0,Employed
44.0,44190.26,21071.05,Yes,Bachelors,Female,711.0,Employed
21.0,100845.94,11455.24,No,Masters,Male,751.0,Self-Employed
,93186.59,8632.74,No,Masters,Female,684.0,Employed
26.0,67920.22,17866.89,Yes,Bachelors,Female,704.0,Employed
31.0,60233.74,12698.94,Yes,PhD,Female,665.0,Employed
38.0,57811.19,16457.93,Yes,PhD,Female,787.0,Employed
29.0,18286.94,17062.34,Yes,Bachelors,Female,693.0,Employed
34.0,77076.4,13024.44,Yes,Masters,Male,691.0,Employed
,85606.47,20020.55,Yes,Masters,Female,785.0,Unemployed
32.0,72758.04,7698.0,Yes,Masters,Male,635.0,Employed
46.0,68273.27,15546.98,Yes,High School,Female,803.0,Employed
27.0,72667.67,18392.45,No,Bachelors,Female,715.0,Employed
43.0,52935.48,23511.33,No,High School,Female,771.0,Self-Employed
52.0,60008.9,15674.07,No,Masters,Female,746.0,Self-Employed
13.0,66673.34,21287.14,Yes,High School,Female,,Employed
30.0,83933.53,20958.8,Yes,PhD,Female,753.0,Employed
44.0,97577.17,26684.01,No,PhD,Male,666.0,Employed
36.0,65417.04,16618.67,Yes,Bachelors,Female,708.0,Unemployed
42.0,49104.29,25260.4,Yes,Bachelors,Male,805.0,Self-Employed
32.0,70712.94,19050.33,Yes,High School,Female,,Employed
39.0,110229.82,7329.31,Yes,Bachelors,Female,776.0,Employed
36.0,50843.87,15143.68,Yes,PhD,Female,672.0,Unemployed
50.0,87716.81,10417.24,Yes,Bachelors,Female,794.0,Employed
,96719.21,22651.28,Yes,Bachelors,Female,714.0,Employed
41.0,62799.7,15842.89,Yes,Masters,Female,742.0,Employed
34.0,55985.51,8402.23,Yes,Masters,Female,715.0,Self-Employed
33.0,81499.13,19413.86,Yes,Masters,Male,721.0,Employed
34.0,77064.34,21607.75,Yes,Masters,Male,652.0,Unemployed
42.0,83895.48,12984.13,Yes,PhD,Female,694.0,Employed
34.0,111474.19,12764.8,Yes,Bachelors,Female,684.0,Employed
41.0,73340.93,16008.34,Yes,High School,Female,655.0,Employed
59.0,46155.5,5946.6,Yes,Bachelors,Male,724.0,Self-Employed
47.0,71332.8,18548.6,No,High School,Male,790.0,Employed
35.0,74831.14,,Yes,High School,Male,675.0,Employed
50.0,95343.37,11746.53,Yes,Masters,Female,804.0,Employed
34.0,66064.71,24215.3,Yes,Bachelors,Female,713.0,Employed
,61818.64,19974.12,Yes,Masters,Female,697.0,Employed
28.0,42576.12,14614.89,No,Bachelors,Male,707.0,Self-Employed
19.0,80948.26,18174.18,No,High School,Male,832.0,Employed
34.0,136964.14,22988.44,Yes,Masters,Female,739.0,Employed
38.0,65548.18,15709.09,Yes,Bachelors,Female,739.0,Self-Employed
55.0,79039.1,16962.86,Yes,High School,Female,751.0,Self-Employed
41.0,59043.34,12322.61,No,Masters,Male,654.0,Self-Employed
36.0,44374.3,14400.62,Yes,Bachelors,Female,775.0,Employed
46.0,78684.72,18504.0,Yes,High School,Male,679.0,Self-Employed
16.0,70563.77,14098.24,No,Masters,Male,672.0,Employed
40.0,22288.92,12482.81,Yes,High School,Male,697.0,Employed
46.0,102200.57,20754.93,No,Bachelors,Female,708.0,Employed
23.0,78319.29,17412.52,No,Bachelors,Male,720.0,Employed
49.0,71477.91,12599.43,Yes,Bachelors,Female,705.0,Self-Employed
,61560.46,23764.01,No,PhD,Female,692.0,Self-Employed
34.0,78105.88,25568.08,Yes,Masters,Female,687.0,Employed
44.0,79027.92,20073.0,No,Bachelors,Male,722.0,Unemployed
61.0,78026.43,9026.72,Yes,High School,Female,632.0,Employed
40.0,,17035.18,Yes,Bachelors,Female,721.0,Self-Employed
40.0,95905.42,17943.1,Yes,Bachelors,Male,784.0,Employed
33.0,110111.86,7075.19,Yes,High School,Female,735.0,Self-Employed
30.0,53263.16,20960.35,Yes,Bachelors,Male,757.0,Employed
46.0,58531.57,16045.8,Yes,High School,Female,789.0,Employed
29.0,77223.64,20612.87,No,High School,Male,751.0,Employed
39.0,54418.18,13472.32,No,Masters,Male,691.0,Self-Employed
33.0,57639.7,17421.1,No,Bachelors,Male,695.0,Employed
43.0,79504.59,17659.55,Yes,Masters,Male,726.0,Self-Employed
41.0,88016.85,15942.94,Yes,Bachelors,Male,,Self-Employed
48.0,95518.56,17456.92,No,Bachelors,Male,846.0,Self-Employed
33.0,66147.71,14314.46,Yes,Masters,Female,720.0,Employed
35.0,79263.06,9084.81,Yes,Bachelors,Male,795.0,Employed
28.0,74855.15,4791.56,Yes,Bachelors,Female,712.0,Self-Employed
34.0,70353.15,11913.25,Yes,Masters,Male,724.0,Employed
42.0,53679.82,18954.07,Yes,Masters,Female,718.0,Employed
46.0,51135.78,9805.78,Yes,Masters,Female,784.0,Self-Employed
29.0,83333.5,,Yes,Bachelors,Female,844.0,Employed
47.0,53343.61,21955.93,Yes,High School,Male,647.0,Employed
52.0,34461.62,17363.59,No,Masters,Male,708.0,Unemployed
42.0,69364.77,14170.22,No,High School,Male,741.0,Employed
57.0,99104.81,20123.54,Yes,Bachelors,Male,633.0,Employed
30.0,14102.99,20785.09,Yes,PhD,Female,689.0,Employed
26.0,64233.39,13874.46,Yes,Masters,Female,741.0,Employed
,83504.3,15424.06,No,Masters,Female,695.0,Self-Employed
53.0,33530.07,10932.52,No,PhD,Male,721.0,Employed
45.0,65733.34,16431.0,Yes,Masters,Male,745.0,Self-Employed
37.0,47210.86,4665.21,Yes,Bachelors,Female,694.0,Self-Employed
41.0,49856.44,13537.32,No,Masters,Female,672.0,Employed
27.0,61951.64,10733.87,No,Bachelors,Male,671.0,Unemployed
62.0,47537.04,14559.58,Yes,Bachelors,Male,608.0,Employed
39.0,45873.99,11023.98,Yes,Bachelors,Male,747.0,Employed
39.0,68815.36,5434.61,Yes,Bachelors,Male,712.0,Self-Employed
45.0,114542.78,11730.55,Yes,PhD,Male,781.0,Employed
43.0,85154.87,12621.64,Yes,Bachelors,Male,752.0,Employed
40.0,90210.66,20326.15,No,High School,Female,724.0,Unemployed
30.0,85945.25,11794.63,Yes,Masters,Female,738.0,Self-Employed
43.0,56049.73,10762.38,Yes,Bachelors,Female,,Employed
57.0,76216.64,9040.54,No,High School,Male,738.0,Employed
51.0,91953.89,20712.75,Yes,Masters,Female,710.0,Employed
54.0,,13884.92,Yes,PhD,Male,684.0,Employed
33.0,73891.02,16361.64,Yes,High School,Male,699.0,Employed
28.0,80400.93,7281.07,Yes,PhD,Female,753.0,Employed
37.0,119257.48,6225.79,Yes,Bachelors,Male,692.0,Employed
39.0,,10490.62,No,Masters,Male,708.0,Employed
49.0,63696.81,23116.12,Yes,PhD,Male,749.0,Employed
21.0,68519.26,9542.96,Yes,High School,Female,707.0,Employed
53.0,48916.97,11869.42,Yes,Masters,Male,729.0,Employed
36.0,116940.72,15064.56,Yes,Bachelors,Female,715.0,Employed
34.0,,11874.21,No,High School,Male,775.0,Employed
28.0,71664.26,17392.32,No,PhD,Male,729.0,Employed
21.0,113616.4,10844.61,Yes,PhD,Male,638.0,Employed
46.0,82648.0,9494.94,Yes,High School,Male,760.0,Employed
39.0,61383.07,28589.13,No,Masters,Female,688.0,Employed
25.0,88129.05,10316.2,Yes,PhD,Male,694.0,Unemployed
25.0,77972.87,18975.81,No,High School,Male,709.0,Unemployed
35.0,86757.14,10288.81,Yes,PhD,Male,830.0,Employed
55.0,42618.16,7295.26,Yes,Masters,Male,746.0,Employed
35.0,53793.72,14548.71,Yes,Bachelors,Female,816.0,Employed
23.0,99769.42,8295.48,Yes,Bachelors,Male,723.0,Employed
36.0,103862.75,13034.27,Yes,PhD,Male,757.0,Employed
35.0,98302.25,11020.77,Yes,Masters,Male,810.0,Self-Employed
11.0,114372.94,21259.26,No,Bachelors,Male,761.0,Employed
37.0,81547.37,7290.31,Yes,Bachelors,Female,741.0,Employed
36.0,80141.67,18379.43,Yes,Bachelors,Male,652.0,Employed
45.0,51735.86,16425.53,No,Bachelors,Male,669.0,Employed
56.0,58389.37,13854.58,Yes,Bachelors,Male,735.0,Employed
49.0,30234.78,11209.22,Yes,PhD,Female,771.0,Employed
35.0,63570.28,15861.38,Yes,Masters,Male,713.0,Unemployed
27.0,28829.48,16126.43,Yes,Masters,Male,754.0,Self-Employed
64.0,91619.32,16968.74,Yes,Masters,Female,678.0,Employed
39.0,77767.98,13654.33,Yes,High School,Male,688.0,Employed
38.0,29476.62,9274.89,Yes,Masters,Female,744.0,Self-Employed
38.0,66202.73,19392.32,No,PhD,Female,723.0,Employed
40.0,109353.11,14982.79,Yes,Masters,Female,701.0,Unemployed
37.0,67486.68,11935.59,No,Bachelors,Female,693.0,Employed
32.0,50032.58,9992.01,Yes,PhD,Female,645.0,Employed
33.0,34289.95,19612.34,Yes,Masters,Female,719.0,Employed
38.0,34887.07,21921.79,Yes,Masters,Male,647.0,Employed
33.0,80711.6,17876.69,Yes,Bachelors,Female,705.0,Employed
31.0,61322.55,18212.25,Yes,High School,Male,712.0,Employed
39.0,62980.12,20861.92,No,Masters,Male,791.0,Self-Employed
35.0,61405.07,13190.71,No,High School,Male,667.0,Employed
53.0,67195.2,25670.51,Yes,PhD,Male,744.0,Employed
11.0,45456.74,9702.15,Yes,PhD,Female,729.0,Unemployed
49.0,76322.1,13783.18,No,Bachelors,Male,667.0,Employed
50.0,41545.88,11142.21,Yes,High School,Male,723.0,Employed
17.0,54883.15,15317.94,No,Bachelors,Female,654.0,Employed
35.0,90216.55,23654.56,Yes,Bachelors,Female,723.0,Self-Employed
34.0,77524.1,13807.97,Yes,Bachelors,Female,,Employed
24.0,83713.64,17107.92,No,Bachelors,Female,764.0,Employed
30.0,113007.77,459.29,Yes,Masters,Female,684.0,Employed
27.0,68806.92,17138.45,Yes,Masters,Female,609.0,Unemployed
56.0,70429.21,19992.36,Yes,High School,Male,691.0,Unemployed
47.0,64713.58,15614.71,No,Bachelors,Male,751.0,Employed
51.0,61131.72,9668.5,No,Bachelors,Male,727.0,Unemployed
45.0,49788.18,8997.67,Yes,Bachelors,Male,691.0,Employed
27.0,71681.3,12227.31,No,Bachelors,Male,781.0,Self-Employed
33.0,77100.97,8955.81,Yes,Bachelors,Male,706.0,Employed
43.0,78215.41,22879.98,Yes,Masters,Male,759.0,Unemployed
26.0,71287.28,17337.5,Yes,PhD,Female,721.0,Employed
45.0,88523.42,22223.41,Yes,Bachelors,Male,754.0,Employed
36.0,70588.73,13554.49,No,High School,Male,758.0,Employed
34.0,61813.96,11177.44,Yes,Masters,Female,787.0,Employed
45.0,51460.24,11485.36,No,High School,Male,681.0,Employed
42.0,39020.5,12688.98,No,Masters,Female,749.0,Employed
34.0,99208.3,12528.26,Yes,Masters,Male,658.0,Employed
50.0,56018.91,21108.96,Yes,PhD,Male,748.0,Employed
27.0,51486.66,19568.23,Yes,Bachelors,Male,636.0,Employed
44.0,61649.24,16354.39,Yes,PhD,Male,816.0,Employed
44.0,64432.22,6701.31,Yes,PhD,Male,737.0,Employed
35.0,102770.25,16475.28,No,Bachelors,Female,731.0,Employed
,63437.06,13446.02,Yes,Bachelors,Male,638.0,Employed
25.0,122667.67,22031.18,Yes,Bachelors,Female,771.0,Employed
,71273.94,19477.16,Yes,Masters,Female,782.0,Self-Employed
36.0,111140.56,15710.81,No,Masters,Female,709.0,Self-Employed
33.0,87878.59,4511.53,Yes,PhD,Female,698.0,Employed
48.0,77220.75,14319.52,Yes,Masters,Female,701.0,Employed
31.0,101556.96,11733.48,Yes,Masters,Male,806.0,Unemployed
24.0,92444.6,17026.7,Yes,Masters,Female,715.0,Employed
22.0,82693.58,9289.39,Yes,Bachelors,Male,728.0,Employed
44.0,116351.88,16311.71,No,Bachelors,Male,768.0,Employed
25.0,60032.15,3909.19,No,PhD,Female,598.0,Employed
56.0,50101.73,,Yes,Bachelors,Male,716.0,Employed
17.0,56475.39,10600.73,Yes,High School,Female,706.0,Employed
55.0,105045.46,12269.09,Yes,Bachelors,Female,728.0,Employed
40.0,99015.2,16944.58,No,High School,Female,760.0,Unemployed
37.0,59494.76,6724.74,Yes,Bachelors,Male,769.0,Employed
33.0,22906.97,11794.12,Yes,Bachelors,Female,,Self-Employed
42.0,65883.1,11921.3,Yes,Masters,Male,713.0,Unemployed
38.0,49734.71,18439.99,Yes,Bachelors,Female,721.0,Employed
49.0,60121.28,14041.38,Yes,Bachelors,Female,758.0,Employed
39.0,48911.82,10163.12,Yes,Masters,Male,777.0,Employed
40.0,37809.24,9605.85,Yes,Masters,Female,650.0,Employed
34.0,107664.09,12236.11,Yes,Masters,Female,739.0,Self-Employed
37.0,56326.64,6757.92,Yes,PhD,Male,710.0,Employed
41.0,98253.36,23129.38,Yes,PhD,Female,822.0,Employed
21.0,65572.58,14978.21,No,PhD,Male,665.0,Unemployed
25.0,47383.92,10432.26,Yes,PhD,Female,662.0,Employed
45.0,80181.37,9727.68,Yes,Bachelors,Female,690.0,Self-Employed
40.0,62178.86,8963.41,No,Masters,Female,750.0,Employed
36.0,,16855.89,Yes,Masters,Male,750.0,Employed
38.0,72898.12,6733.11,No,Bachelors,Male,693.0,Self-Employed
41.0,53755.74,14110.05,No,High School,Female,771.0,Employed
33.0,37577.27,17868.12,Yes,Masters,Male,698.0,Employed
30.0,68974.61,12070.21,Yes,Masters,Female,763.0,Self-Employed
40.0,89278.35,9940.64,Yes,High School,Male,650.0,Employed
28.0,51968.17,19188.49,No,Masters,Male,672.0,Employed
42.0,73079.25,9340.33,No,High School,Female,699.0,Self-Employed
21.0,100110.14,13611.56,Yes,High School,Female,717.0,Employed
48.0,68204.7,15576.1,Yes,Masters,Male,678.0,Employed
43.0,71721.89,11979.35,Yes,Bachelors,Female,677.0,Employed
41.0,71104.25,9008.08,Yes,Masters,Female,743.0,Employed
48.0,56353.11,12207.45,Yes,High School,Female,761.0,Employed
55.0,50132.91,16701.63,Yes,Masters,Male,681.0,Employed
48.0,50214.75,11357.24,Yes,Bachelors,Male,653.0,Employed
20.0,77363.66,17274.81,No,Bachelors,Female,725.0,Self-Employed
25.0,85157.45,13723.86,Yes,Bachelors,Female,743.0,Employed
32.0,86101.64,11974.71,No,High School,Male,668.0,Employed
38.0,62429.14,11372.9,Yes,Bachelors,Male,804.0,Self-Employed
43.0,91866.17,16160.33,No,Masters,Male,676.0,Employed
31.0,76147.28,20634.73,Yes,Bachelors,Female,707.0,Self-Employed
40.0,71414.84,15609.22,Yes,PhD,Female,708.0,Employed
30.0,3212.87,10176.22,Yes,Masters,Female,679.0,Employed
32.0,53651.81,20465.86,Yes,Bachelors,Male,811.0,Self-Employed
24.0,39578.04,10573.83,Yes,Bachelors,Male,673.0,Self-Employed
29.0,82541.47,,Yes,Masters,Male,807.0,Self-Employed
24.0,71900.67,14195.72,Yes,Bachelors,Female,705.0,Employed
28.0,48560.27,10607.91,Yes,Bachelors,Male,705.0,Employed
49.0,76087.25,17793.77,Yes,Bachelors,Female,688.0,Employed
29.0,41530.15,13442.83,No,Bachelors,Male,754.0,Employed
64.0,49124.74,17214.27,No,High School,Male,819.0,Employed
43.0,55795.57,15460.02,No,Masters,Male,692.0,Employed
40.0,80802.73,8104.12,Yes,PhD,Female,705.0,Employed
29.0,97988.83,14649.63,Yes,Bachelors,Female,793.0,Employed
45.0,58279.83,17507.04,Yes,Masters,Male,664.0,Employed
32.0,96449.17,15562.57,No,High School,Female,681.0,Employed
39.0,70948.07,21279.2,Yes,Bachelors,Male,788.0,Employed
64.0,74722.76,16559.39,No,Bachelors,Male,741.0,Unemployed
37.0,68723.91,13790.47,Yes,Masters,Male,677.0,Self-Employed
49.0,66053.72,16051.27,No,Masters,Female,751.0,Employed
31.0,78786.0,,Yes,PhD,Male,643.0,Employed
38.0,84806.42,16802.47,Yes,Masters,Male,774.0,Employed
56.0,52307.77,16795.6,Yes,Bachelors,Female,622.0,Employed
32.0,66213.99,8806.19,No,Bachelors,Male,669.0,Employed
56.0,103385.5,18862.98,Yes,High School,Male,739.0,Employed
45.0,73543.77,26167.35,Yes,Bachelors,Female,657.0,Employed
32.0,75733.88,17730.0,Yes,Masters,Male,721.0,Self-Employed
44.0,93345.37,4849.79,No,High School,Female,748.0,Self-Employed
48.0,59975.11,12866.08,Yes,Bachelors,Female,683.0,Self-Employed
44.0,69320.79,8602.96,Yes,High School,Female,714.0,Employed
22.0,86336.9,13541.01,No,Bachelors,Male,762.0,Employed
31.0,94778.04,18429.73,Yes,Bachelors,Female,742.0,Unemployed
36.0,22697.13,11408.6,No,Bachelors,Female,796.0,Employed
37.0,55266.62,24423.52,Yes,High School,Male,678.0,Employed
44.0,50032.69,596.38,No,Bachelors,Female,670.0,Self-Employed
40.0,67523.5,13759.47,Yes,Masters,Male,786.0,Employed
25.0,51546.54,16896.33,No,Masters,Female,739.0,Employed
42.0,83282.11,8902.8,Yes,High School,Male,707.0,Employed
44.0,73448.21,9560.84,No,High School,Male,691.0,Employed
44.0,,18781.44,No,Bachelors,Male,761.0,Self-Employed
49.0,89060.16,24641.99,Yes,PhD,Female,701.0,Employed
46.0,83581.72,25230.16,Yes,Bachelors,Female,759.0,Employed
43.0,,13267.08,Yes,Masters,Female,783.0,Employed
37.0,72085.55,21756.66,Yes,Bachelors,Female,725.0,Employed
,60782.52,14656.1,No,Bachelors,Female,652.0,Unemployed
,42705.29,19583.49,No,Masters,Male,748.0,Employed
40.0,89075.76,13946.77,Yes,Bachelors,Male,775.0,Employed
41.0,68318.71,9326.58,Yes,Bachelors,Female,780.0,Self-Employed
25.0,1400598.056378007,23009.13,Yes,Masters,Female,728.0,Unemployed
27.0,80738.99,24312.58,No,Bachelors,Male,634.0,Employed
49.0,65521.02,12896.05,Yes,Bachelors,Male,697.0,Self-Employed
38.0,28803.92,19683.14,Yes,Masters,Male,695.0,Employed
45.0,42525.41,14274.96,Yes,High School,Female,763.0,Unemployed
38.0,55987.78,25904.55,No,Masters,Male,741.0,Employed
38.0,74210.24,7535.45,Yes,Bachelors,Male,765.0,Self-Employed
47.0,85760.4,14108.56,Yes,Bachelors,Male,686.0,Employed
,85075.38,7763.72,No,Masters,Male,731.0,Unemployed
39.0,82057.26,7066.57,No,Masters,Female,605.0,Employed
33.0,69312.75,14420.54,No,Bachelors,Male,700.0,Employed
34.0,104444.65,12747.85,Yes,Masters,Male,646.0,Employed
35.0,83997.42,9943.45,Yes,Bachelors,Female,807.0,Employed
40.0,74442.11,19185.96,Yes,Masters,Female,743.0,Employed
33.0,81331.76,21493.74,No,Bachelors,Male,741.0,Self-Employed
51.0,62019.3,17564.34,No,Masters,Male,659.0,Self-Employed
29.0,68855.13,5616.19,No,Masters,Female,714.0,Employed
36.0,28360.92,16697.48,No,Bachelors,Female,753.0,Employed
34.0,62265.05,16648.63,No,High School,Male,676.0,Employed
52.0,105197.76,10788.77,No,Masters,Male,697.0,Employed
40.0,72967.51,16729.28,Yes,Bachelors,Male,775.0,Self-Employed
48.0,72134.8,12465.17,Yes,Bachelors,Female,666.0,Self-Employed
23.0,89972.08,10898.31,Yes,Masters,Female,698.0,Employed
41.0,77156.51,9086.41,No,Masters,Female,679.0,Employed
47.0,54270.32,19171.71,Yes,Bachelors,Male,737.0,Employed
39.0,70473.15,21467.15,Yes,Masters,Male,759.0,Employed
,47295.62,14293.39,No,Bachelors,Female,800.0,Self-Employed
,73672.24,19923.59,Yes,Masters,Female,740.0,Self-Employed
52.0,53245.0,22632.38,No,Bachelors,Female,782.0,Unemployed
61.0,88565.89,15656.53,Yes,Masters,Female,738.0,Employed
34.0,59795.19,14612.95,Yes,Bachelors,Female,652.0,Employed
34.0,53505.92,17348.15,No,Masters,Male,722.0,Employed
53.0,67743.36,10811.25,Yes,Masters,Female,723.0,Self-Employed
54.0,77307.84,17734.43,Yes,Masters,Female,773.0,Self-Employed
33.0,45853.36,15755.48,Yes,Masters,Male,715.0,Employed
34.0,59574.67,8466.52,No,Masters,Female,701.0,Self-Employed
35.0,72103.25,8525.04,Yes,Masters,Female,677.0,Employed
25.0,,10073.49,No,Masters,Female,707.0,Employed
29.0,19425.68,17563.23,Yes,Bachelors,Female,716.0,Employed
28.0,82303.26,13313.27,Yes,Masters,Female,,Employed
30.0,62328.69,14874.84,Yes,Masters,Male,679.0,Self-Employed
38.0,60107.79,21831.6,Yes,Bachelors,Male,,Employed
40.0,56377.46,17214.08,Yes,Bachelors,Male,675.0,Employed
54.0,62722.09,11787.44,Yes,PhD,Male,656.0,Self-Employed
28.0,82416.34,10064.52,Yes,High School,Female,745.0,Employed
48.0,,16525.53,No,Bachelors,Female,656.0,Employed
36.0,103171.84,10144.65,Yes,Bachelors,Female,721.0,Self-Employed
38.0,82477.34,21265.14,No,Bachelors,Male,685.0,Employed
45.0,73959.44,16228.87,No,Bachelors,Male,753.0,Employed
27.0,66678.88,15645.87,Yes,High School,Female,728.0,Employed
,93797.08,10225.19,No,Bachelors,Female,777.0,Unemployed
40.0,96720.39,18096.85,No,Bachelors,Female,741.0,Employed
43.0,46772.36,20642.23,Yes,PhD,Female,722.0,Employed
41.0,55962.04,14318.64,Yes,High School,Female,730.0,Self-Employed
63.0,82692.6,19641.13,Yes,Bachelors,Male,672.0,Employed
32.0,88733.62,12975.82,No,Bachelors,Male,685.0,Employed
33.0,63993.19,14688.6,Yes,Bachelors,Male,731.0,Employed
32.0,55151.1,25430.17,No,Bachelors,Female,750.0,Unemployed
32.0,71572.25,13142.6,Yes,Masters,Female,704.0,Employed
32.0,99533.87,17698.42,Yes,Bachelors,Male,709.0,Employed
50.0,,13054.52,Yes,Masters,Female,700.0,Employed
52.0,44721.18,16402.2,Yes,Bachelors,Male,739.0,Unemployed
32.0,72191.66,18480.64,Yes,Bachelors,Male,720.0,Employed
30.0,85654.96,10495.85,No,High School,Female,751.0,Unemployed
43.0,67972.45,,Yes,Masters,Female,689.0,Self-Employed
32.0,95163.34,17838.33,No,Bachelors,Male,717.0,Employed
44.0,,15808.14,Yes,High School,Female,796.0,Employed
40.0,68764.82,20862.37,Yes,Masters,Male,822.0,Employed
23.0,70862.88,16349.6,Yes,High School,Female,708.0,Employed
53.0,33164.81,24300.85,Yes,Bachelors,Female,786.0,Self-Employed
56.0,94204.53,18484.09,Yes,High School,Male,783.0,Employed
32.0,63409.65,24393.26,No,Bachelors,Male,761.0,Employed
34.0,62000.87,23447.61,Yes,Bachelors,Female,631.0,Self-Employed
41.0,59002.93,11789.99,Yes,High School,Female,649.0,Employed
41.0,79133.95,22401.97,No,High School,Male,695.0,Employed
45.0,47426.14,19701.35,Yes,PhD,Female,695.0,Employed
58.0,50316.54,19351.55,Yes,Masters,Female,674.0,Employed
36.0,68949.5,20925.05,Yes,PhD,Male,748.0,Self-Employed
30.0,57469.73,13454.1,Yes,Bachelors,Male,751.0,Employed
24.0,76704.67,16642.31,No,High School,Male,810.0,Employed
31.0,58202.21,12897.26,No,High School,Male,690.0,Employed
38.0,101900.73,26549.23,No,High School,Female,687.0,Employed
56.0,83869.15,11235.75,No,Bachelors,Female,,Employed
33.0,83617.72,8607.81,No,High School,Female,656.0,Employed
40.0,57900.76,10912.32,No,High School,Female,813.0,Self-Employed
38.0,118113.59,14725.0,Yes,Bachelors,Female,702.0,Self-Employed
50.0,61219.78,14690.98,No,Bachelors,Male,716.0,Self-Employed
63.0,55723.79,19450.77,Yes,Bachelors,Male,727.0,Employed
33.0,84134.85,15154.97,No,Bachelors,Male,713.0,Employed
,73904.56,12526.03,Yes,Masters,Female,706.0,Self-Employed
48.0,53632.31,17414.69,No,Bachelors,Female,838.0,Employed
45.0,113916.94,20824.17,Yes,High School,Male,724.0,Self-Employed
56.0,89511.99,16035.65,Yes,High School,Female,744.0,Employed
44.0,70080.11,19343.27,Yes,Bachelors,Male,695.0,Employed
34.0,118022.2,15416.91,No,Masters,Male,751.0,Self-Employed
44.0,86215.6,13700.88,No,Bachelors,Female,722.0,Employed
49.0,69761.98,18491.74,Yes,Bachelors,Male,732.0,Employed
46.0,115628.75,16143.16,Yes,High School,Male,744.0,Employed
43.0,83179.69,20022.1,Yes,High School,Female,764.0,Employed
49.0,82304.91,22711.09,Yes,Bachelors,Male,755.0,Self-Employed
50.0,62273.05,14433.37,No,High School,Female,719.0,Unemployed
52.0,70988.27,,No,High School,Male,720.0,Employed
44.0,61786.14,20340.08,Yes,Bachelors,Female,664.0,Unemployed
36.0,98794.71,17051.5,Yes,Masters,Male,711.0,Employed
39.0,37811.72,17550.68,No,Bachelors,Male,725.0,Unemployed
50.0,97317.41,15716.96,Yes,Masters,Male,766.0,Employed
30.0,52453.15,,Yes,Bachelors,Male,602.0,Self-Employed
42.0,68841.58,17609.34,Yes,Masters,Female,735.0,Employed
34.0,64095.67,11961.07,Yes,Bachelors,Male,681.0,Employed
38.0,59596.95,6508.06,Yes,Bachelors,Male,759.0,Employed
51.0,83795.68,14561.43,Yes,Masters,Male,786.0,Self-Employed
40.0,69896.22,14154.23,No,High School,Male,718.0,Employed
38.0,56646.02,23100.54,No,Bachelors,Male,792.0,Employed
24.0,73079.91,16480.88,No,Bachelors,Female,763.0,Employed
45.0,56078.27,17810.12,Yes,Bachelors,Female,,Employed
44.0,59244.49,12942.2,Yes,High School,Female,640.0,Employed
60.0,40054.74,12020.64,Yes,Masters,Male,739.0,Employed
35.0,60993.82,10826.8,Yes,Bachelors,Female,679.0,Self-Employed
40.0,79884.09,8698.94,No,PhD,Male,577.0,Employed
40.0,70742.5,18632.15,Yes,High School,Male,,Employed
,106301.27,16533.15,Yes,Bachelors,Male,787.0,Employed
37.0,122256.35,22386.31,Yes,PhD,Female,726.0,Self-Employed
41.0,60715.63,17748.59,Yes,Bachelors,Female,781.0,Employed
44.0,53333.64,16214.38,No,Masters,Male,799.0,Employed
40.0,92596.33,5093.14,No,Bachelors,Male,734.0,Employed
34.0,76704.16,24541.55,No,Masters,Male,691.0,Unemployed
40.0,92717.49,15195.82,Yes,Bachelors,Male,667.0,Employed
49.0,77976.61,4580.94,Yes,Masters,Male,717.0,Employed
28.0,66112.84,16128.93,Yes,Masters,Male,675.0,Employed
39.0,66226.3,10945.5,Yes,PhD,Male,663.0,Employed
31.0,78655.54,10767.01,Yes,Masters,Female,688.0,Self-Employed
50.0,65777.72,16332.52,No,High School,Male,707.0,Employed
23.0,94390.02,12062.64,No,High School,Male,708.0,Self-Employed
32.0,43953.26,20133.44,No,Bachelors,Male,716.0,Self-Employed
42.0,94282.87,14422.68,No,High School,Male,741.0,Employed
54.0,32531.99,16999.51,No,Bachelors,Male,711.0,Employed
37.0,72902.05,17832.94,No,Bachelors,Male,758.0,Employed
32.0,63379.15,16259.17,Yes,High School,Male,756.0,Self-Employed
57.0,39672.89,16071.62,Yes,Bachelors,Female,770.0,Self-Employed
24.0,28799.61,15708.17,Yes,PhD,Male,714.0,Employed
16.0,48049.71,22467.52,Yes,Masters,Male,658.0,Employed
42.0,70913.69,19219.47,Yes,High School,Male,708.0,Employed
33.0,57956.32,11545.91,Yes,Bachelors,Female,672.0,Employed
28.0,49181.02,9442.49,No,Masters,Female,760.0,Unemployed
45.0,97045.62,11029.94,Yes,Bachelors,Male,646.0,Employed
40.0,45356.31,17139.07,Yes,Masters,Male,737.0,Self-Employed
32.0,83582.35,9478.06,No,Bachelors,Female,730.0,Employed
25.0,52220.06,11736.02,No,Masters,Male,757.0,Employed
47.0,47543.88,8284.9,No,High School,Female,734.0,Employed
45.0,57923.23,19657.91,Yes,High School,Female,718.0,Employed
37.0,82398.32,18314.16,Yes,Bachelors,Male,665.0,Employed
56.0,42570.68,19393.31,Yes,Bachelors,Female,805.0,Self-Employed
27.0,75749.11,12626.03,No,Bachelors,Female,717.0,Employed
23.0,,6206.14,Yes,Masters,Female,702.0,Employed
31.0,54384.66,10825.73,Yes,Masters,Male,726.0,Employed
38.0,78012.83,8263.72,Yes,Bachelors,Male,776.0,Employed
40.0,113469.66,8211.09,Yes,Bachelors,Male,707.0,Unemployed
36.0,51779.66,20684.71,No,Masters,Female,778.0,Unemployed
42.0,84397.61,13765.62,Yes,Masters,Male,730.0,Employed
25.0,63745.75,16446.73,Yes,Bachelors,Male,757.0,Employed
52.0,,20515.87,Yes,Masters,Female,733.0,Employed
,91427.52,9902.34,Yes,Bachelors,Female,754.0,Employed
49.0,53129.54,18071.22,Yes,Masters,Male,764.0,Employed
41.0,46917.74,7737.3,No,Bachelors,Male,742.0,Employed
43.0,79203.52,16262.45,No,Masters,Female,800.0,Employed
44.0,101895.68,20338.16,Yes,Masters,Female,714.0,Employed
,84999.89,9303.41,No,Bachelors,Female,779.0,Self-Employed
44.0,41859.65,19142.77,Yes,High School,Male,689.0,Employed
51.0,57693.34,16124.26,No,Masters,Male,740.0,Employed
40.0,89591.96,12728.34,No,PhD,Female,679.0,Employed
45.0,101622.2,8997.63,No,Bachelors,Male,679.0,Employed
37.0,74574.23,16209.03,No,Masters,Female,786.0,Employed
52.0,58416.55,17469.2,Yes,Bachelors,Female,824.0,Employed
31.0,102920.38,13412.83,No,Bachelors,Female,712.0,Employed
56.0,68508.13,10095.0,No,Bachelors,Male,,Employed
38.0,57883.83,18812.32,No,Masters,Male,719.0,Employed
24.0,54501.35,20922.74,Yes,Bachelors,Male,681.0,Unemployed
39.0,46099.63,19768.24,No,Masters,Male,785.0,Employed
31.0,126671.61,22945.33,Yes,Bachelors,Female,750.0,Employed
46.0,98419.16,11742.23,No,Bachelors,Male,749.0,Self-Employed
31.0,56874.13,7924.0,Yes,PhD,Female,714.0,Employed
34.0,104636.52,17053.04,Yes,Masters,Male,684.0,Employed
19.0,80666.04,12985.21,Yes,Bachelors,Female,773.0,Employed
33.0,79482.16,19938.24,Yes,Bachelors,Male,715.0,Self-Employed
14.0,55641.66,9815.11,Yes,Masters,Male,668.0,Employed
22.0,59717.46,10180.79,No,High School,Male,798.0,Employed
46.0,69151.52,15340.32,Yes,PhD,Male,844.0,Unemployed
46.0,30689.02,15874.97,Yes,Masters,Female,728.0,Employed
42.0,60263.6,18374.04,Yes,Masters,Male,738.0,Employed
28.0,70089.79,14508.18,Yes,Masters,Male,811.0,Employed
38.0,96190.38,5414.26,No,Masters,Female,705.0,Employed
38.0,57669.05,32259.29,Yes,High School,Male,776.0,Self-Employed
26.0,86242.76,15167.62,Yes,Bachelors,Female,691.0,Employed
53.0,28790.12,29442.64,Yes,PhD,Female,744.0,Employed
47.0,93340.6,14370.27,Yes,PhD,Male,672.0,Self-Employed
36.0,51993.06,9735.77,Yes,Masters,Female,707.0,Employed
38.0,72605.46,13413.35,No,PhD,Male,637.0,Employed
40.0,78126.86,20502.54,Yes,Masters,Male,745.0,Employed
18.0,74203.59,18096.3,No,Bachelors,Male,740.0,Self-Employed
36.0,67864.4,16538.06,Yes,Bachelors,Male,669.0,Employed
31.0,45169.67,14693.4,Yes,Bachelors,Female,830.0,Unemployed
28.0,52209.18,15646.71,Yes,High School,Female,724.0,Employed
35.0,89928.64,14255.18,No,High School,Male,713.0,Employed
56.0,58052.45,20984.16,Yes,PhD,Female,,Unemployed
44.0,67934.09,19579.77,Yes,Bachelors,Female,759.0,Employed
32.0,40158.27,10288.09,Yes,Masters,Male,675.0,Employed
44.0,87171.47,7612.93,No,PhD,Female,758.0,Unemployed
52.0,43610.34,8869.57,Yes,Bachelors,Male,676.0,Employed
47.0,88319.26,13218.62,Yes,Masters,Male,742.0,Self-Employed
39.0,48745.76,16105.74,Yes,Bachelors,Female,710.0,Unemployed
32.0,90290.16,14725.62,Yes,Masters,Male,759.0,Self-Employed
45.0,70203.86,18150.85,Yes,PhD,Male,655.0,Employed
42.0,58824.85,14927.34,No,PhD,Male,743.0,Employed
47.0,102008.04,22978.54,Yes,PhD,Male,671.0,Employed
44.0,68622.9,17543.98,No,High School,Female,,Employed
48.0,62763.75,15089.79,No,Bachelors,Male,749.0,Employed
33.0,88182.36,7445.97,No,Bachelors,Male,722.0,Employed
51.0,40390.86,,No,Bachelors,Female,739.0,Employed
40.0,19456.69,17495.71,Yes,PhD,Male,758.0,Self-Employed
59.0,93159.6,11431.78,No,High School,Female,728.0,Self-Employed
31.0,53273.96,9218.84,Yes,Masters,Male,713.0,Employed
55.0,87292.45,20473.65,Yes,Masters,Female,670.0,Employed
40.0,70923.25,10157.19,Yes,PhD,Male,830.0,Employed
31.0,46720.21,15827.84,Yes,Bachelors,Female,747.0,Employed
33.0,82145.65,15149.62,Yes,High School,Male,720.0,Employed
35.0,61796.6,17232.87,No,High School,Female,704.0,Employed
42.0,48453.19,10193.8,No,Bachelors,Female,730.0,Unemployed
43.0,48974.07,14397.33,No,Bachelors,Female,720.0,Employed
32.0,35343.22,10162.83,Yes,Masters,Male,746.0,Employed
38.0,78060.5,15370.62,Yes,Bachelors,Female,691.0,Employed
59.0,51291.99,17520.36,No,Bachelors,Female,804.0,Employed
55.0,69305.56,19477.07,Yes,Masters,Male,754.0,Self-Employed
42.0,66365.55,22474.03,Yes,Bachelors,Male,630.0,Employed
38.0,51168.87,13682.11,Yes,Bachelors,Female,734.0,Employed
,39542.01,13593.75,No,Bachelors,Female,760.0,Employed
44.0,120674.22,,No,PhD,Male,654.0,Employed
28.0,69029.35,17875.51,No,Masters,Female,775.0,Employed
35.0,106467.66,21185.56,Yes,Bachelors,Female,752.0,Self-Employed
21.0,93298.74,24762.59,Yes,Masters,Female,655.0,Self-Employed
42.0,63576.69,10781.93,Yes,PhD,Female,711.0,Employed
44.0,73619.29,19046.49,Yes,Bachelors,Male,663.0,Employed
33.0,73038.32,12003.96,No,Masters,Male,762.0,Employed
,106884.01,22817.35,Yes,Bachelors,Female,669.0,Employed
26.0,86596.67,9061.14,Yes,High School,Male,673.0,Employed
23.0,53854.55,19588.26,Yes,Bachelors,Female,724.0,Employed
40.0,77032.38,12231.93,Yes,Masters,Female,824.0,Employed
48.0,86086.29,17772.12,Yes,Bachelors,Female,781.0,Employed
55.0,46493.62,21340.57,Yes,Bachelors,Female,671.0,Self-Employed
33.0,79882.99,11779.99,Yes,Bachelors,Female,659.0,Employed
,96909.78,7658.22,Yes,Bachelors,Male,690.0,Self-Employed
38.0,52850.55,13705.07,Yes,Bachelors,Female,650.0,Employed
36.0,55613.63,13062.93,Yes,Bachelors,Female,759.0,Employed
47.0,93209.45,8577.69,Yes,Bachelors,Male,753.0,Employed
45.0,62915.27,4952.53,Yes,Bachelors,Female,766.0,Employed
22.0,50359.83,21083.31,Yes,Bachelors,Male,722.0,Employed
53.0,87645.46,22458.08,No,Masters,Male,726.0,Employed
52.0,81537.08,11990.53,No,High School,Male,667.0,Employed
32.0,71887.88,13536.94,Yes,Bachelors,Male,734.0,Employed
42.0,92491.65,19038.87,No,High School,Male,783.0,Employed
43.0,93912.7,19117.49,Yes,Bachelors,Male,698.0,Employed
41.0,68343.54,23895.61,No,Bachelors,Female,,Self-Employed
32.0,109486.53,18108.09,Yes,Bachelors,Female,723.0,Employed
31.0,101667.8,9873.2,No,Bachelors,Female,693.0,Employed
38.0,30314.03,18955.38,Yes,Bachelors,Female,746.0,Unemployed
50.0,49397.65,11510.95,Yes,High School,Female,811.0,Employed
43.0,24894.16,14671.96,Yes,Bachelors,Male,789.0,Employed
34.0,63505.7,20562.67,Yes,Bachelors,Female,678.0,Unemployed
46.0,45775.64,10473.01,No,High School,Female,726.0,Self-Employed
10.0,53713.63,14633.97,Yes,Masters,Female,757.0,Employed
49.0,91811.36,8871.12,Yes,Masters,Female,724.0,Employed
21.0,34903.42,10056.62,No,Masters,Female,656.0,Employed
34.0,72594.71,12265.68,Yes,High School,Male,682.0,Employed
27.0,72473.53,23151.08,Yes,High School,Male,751.0,Employed
25.0,68352.21,15166.85,Yes,Masters,Female,816.0,Self-Employed
50.0,72615.57,28220.42,No,Bachelors,Female,688.0,Employed
33.0,25354.37,19774.5,Yes,High School,Female,672.0,Employed
41.0,,19910.39,Yes,Masters,Male,,Self-Employed
38.0,100860.02,9530.41,Yes,Bachelors,Male,732.0,Employed
43.0,46062.58,14232.54,Yes,Bachelors,Female,701.0,Self-Employed
39.0,103332.22,9284.99,Yes,Masters,Female,710.0,Self-Employed
25.0,,13450.89,No,Bachelors,Male,713.0,Self-Employed
48.0,39459.19,12714.93,Yes,Bachelors,Male,758.0,Employed
33.0,50964.42,14790.47,No,Masters,Female,731.0,Self-Employed
22.0,92581.66,19127.64,Yes,Bachelors,Male,643.0,Unemployed
34.0,59077.58,13690.37,No,Bachelors,Male,714.0,Employed
53.0,76908.14,19217.67,No,High School,Male,812.0,Unemployed
47.0,71472.74,7670.46,Yes,Masters,Female,775.0,Employed
35.0,68910.76,17241.32,Yes,Bachelors,Male,783.0,Self-Employed
35.0,95482.36,12821.42,Yes,Bachelors,Male,678.0,Employed
35.0,85430.36,16267.42,Yes,High School,Male,738.0,Employed
59.0,47141.94,19314.64,Yes,Masters,Male,767.0,Employed
42.0,64488.58,7792.39,Yes,Masters,Female,724.0,Unemployed
42.0,104868.8,22345.45,Yes,Masters,Female,779.0,Employed
48.0,76391.24,14031.76,No,Bachelors,Male,677.0,Employed
40.0,,24309.64,No,Bachelors,Female,731.0,Employed
35.0,41259.22,15355.06,Yes,Bachelors,Female,690.0,Employed
36.0,87802.91,21604.44,No,Masters,Female,794.0,Employed
37.0,84048.75,15298.77,No,Bachelors,Female,717.0,Employed
38.0,51572.69,16336.14,No,Masters,Male,709.0,Self-Employed
45.0,84952.6,15581.12,Yes,Masters,Male,663.0,Employed
39.0,101987.84,13902.36,Yes,High School,Female,761.0,Self-Employed
45.0,99157.18,13713.27,Yes,Bachelors,Female,742.0,Unemployed
37.0,102085.56,16127.82,No,Masters,Male,719.0,Employed
39.0,81109.78,17741.72,Yes,Bachelors,Male,750.0,Employed
18.0,66446.8,16167.84,Yes,Masters,Male,774.0,Employed
47.0,61950.4,17595.89,Yes,PhD,Female,730.0,Employed
41.0,69652.26,7409.36,Yes,High School,Male,742.0,Employed
48.0,52479.53,19519.93,Yes,High School,Male,747.0,Employed
9.0,62814.03,11287.11,Yes,Masters,Male,632.0,Employed
59.0,95502.39,6762.92,No,Bachelors,Female,744.0,Employed
37.0,37818.58,24237.62,No,PhD,Female,638.0,Employed
49.0,39186.61,22050.99,Yes,PhD,Male,720.0,Employed
28.0,,14947.58,Yes,Masters,Female,748.0,Employed
44.0,62996.54,20348.15,No,High School,Female,629.0,Employed
27.0,31487.14,13343.87,Yes,Bachelors,Female,723.0,Unemployed
32.0,68773.32,12652.97,No,Bachelors,Female,702.0,Employed
,65917.57,12028.38,Yes,Bachelors,Female,,Employed
36.0,61378.31,11801.3,Yes,Bachelors,Female,759.0,Self-Employed
40.0,83714.12,13704.6,Yes,Masters,Male,815.0,Employed
47.0,43336.09,11430.25,Yes,Bachelors,Female,757.0,Employed
43.0,70259.71,757.37,Yes,Masters,Male,721.0,Self-Employed
,65780.55,14082.86,Yes,High School,Male,653.0,Self-Employed
42.0,70756.5,10153.99,Yes,Bachelors,Female,788.0,Employed
62.0,35356.28,16486.35,Yes,Bachelors,Male,712.0,Employed
37.0,59547.02,13800.88,No,Masters,Male,636.0,Employed
40.0,70395.38,18174.06,No,Bachelors,Male,662.0,Employed
49.0,80823.19,15065.27,Yes,Bachelors,Male,657.0,Employed
49.0,106927.93,,Yes,Masters,Female,664.0,Employed
50.0,86118.97,8669.32,No,Bachelors,Female,771.0,Unemployed
44.0,79223.1,8795.02,Yes,Bachelors,Male,730.0,Employed
27.0,95429.5,10680.96,Yes,Bachelors,Male,747.0,Employed
54.0,63923.55,11486.46,No,High School,Female,580.0,Employed
27.0,101078.56,19596.71,Yes,Bachelors,Male,758.0,Self-Employed
41.0,,15931.41,Yes,High School,Male,751.0,Employed
30.0,61082.44,,No,High School,Male,630.0,Employed
37.0,108479.1,10622.17,Yes,Bachelors,Male,658.0,Employed
41.0,78938.71,14816.78,Yes,High School,Male,,Self-Employed
41.0,113859.38,9978.62,No,High School,Male,690.0,Employed
42.0,76063.65,15405.13,Yes,PhD,Male,770.0,Self-Employed
54.0,58761.4,10804.92,No,Bachelors,Female,721.0,Employed
43.0,54649.27,14329.2,Yes,Bachelors,Female,694.0,Employed
36.0,62885.13,12154.89,Yes,Bachelors,Female,713.0,Employed
48.0,58574.1,15560.93,Yes,High School,Male,620.0,Employed
50.0,95427.77,22203.88,Yes,High School,Female,739.0,Employed
26.0,69420.52,19464.78,Yes,High School,Male,660.0,Employed
44.0,,9593.97,Yes,Masters,Male,629.0,Employed
45.0,74260.09,27556.18,Yes,Masters,Male,646.0,Employed
35.0,72510.26,20903.92,Yes,Masters,Female,675.0,Employed
52.0,60627.85,11570.46,Yes,High School,Male,749.0,Employed
36.0,75351.84,10668.44,Yes,Bachelors,Female,680.0,Unemployed
39.0,69117.81,16702.46,Yes,Masters,Female,758.0,Employed
36.0,82675.31,18522.08,Yes,Bachelors,Male,764.0,Employed
38.0,81499.58,23835.76,Yes,PhD,Female,768.0,Employed
27.0,77298.06,17542.27,Yes,Masters,Female,812.0,Self-Employed
24.0,44022.88,11681.26,Yes,Masters,Female,744.0,Employed
54.0,112380.33,12463.2,Yes,Bachelors,Female,749.0,Employed
30.0,38880.29,18133.07,Yes,Bachelors,Male,688.0,Employed
28.0,67425.82,8297.73,Yes,Bachelors,Female,604.0,Self-Employed
16.0,48111.33,22473.25,No,Masters,Male,736.0,Employed
32.0,77926.76,12276.85,No,Bachelors,Male,652.0,Employed
25.0,72768.11,19797.57,No,Bachelors,Female,650.0,Employed
54.0,66624.68,20997.13,No,Bachelors,Female,662.0,Self-Employed
,100355.46,30274.55,Yes,High School,Female,752.0,Self-Employed
31.0,92169.92,13473.6,No,PhD,Female,768.0,Self-Employed
61.0,63457.69,13610.52,Yes,PhD,Male,728.0,Employed
48.0,86082.69,13351.93,No,Bachelors,Male,665.0,Employed
35.0,101293.61,15868.64,Yes,High School,Female,706.0,Employed
13.0,92026.9,11777.15,Yes,High School,Male,791.0,Unemployed
61.0,67275.63,21059.61,Yes,PhD,Male,707.0,Employed
24.0,38193.98,20040.81,Yes,Masters,Female,695.0,Self-Employed
22.0,76492.96,13715.03,No,High School,Male,788.0,Employed
48.0,83372.21,11446.6,Yes,High School,Male,834.0,Employed
62.0,54607.66,12819.06,No,Bachelors,Male,704.0,Unemployed
52.0,70450.91,12654.47,Yes,High School,Male,639.0,Employed
44.0,68342.24,17468.95,No,Bachelors,Female,724.0,Employed
44.0,97754.21,15965.4,Yes,High School,Male,703.0,Unemployed
47.0,107076.32,,Yes,Masters,Male,794.0,Employed
46.0,93504.29,,Yes,High School,Female,656.0,Employed
41.0,68288.89,16493.28,No,Masters,Female,674.0,Employed
39.0,92954.32,17965.29,Yes,Bachelors,Male,701.0,Employed
37.0,82975.76,27281.51,Yes,Masters,Male,755.0,Unemployed
30.0,68502.01,,No,PhD,Female,667.0,Employed
35.0,111847.81,12551.63,Yes,High School,Male,774.0,Employed
21.0,55239.63,14658.38,Yes,PhD,Male,695.0,Employed
37.0,,6670.87,Yes,Bachelors,Male,644.0,Self-Employed
28.0,86791.21,17727.32,Yes,High School,Male,678.0,Self-Employed
27.0,64250.02,12252.45,Yes,Bachelors,Female,652.0,Employed
40.0,81182.76,10546.13,Yes,Bachelors,Male,655.0,Self-Employed
52.0,88909.95,10674.58,No,Masters,Female,816.0,Employed
47.0,74892.69,20717.28,No,PhD,Female,727.0,Unemployed
22.0,79449.91,13705.78,No,Bachelors,Female,773.0,Employed
28.0,72108.62,18821.62,Yes,Masters,Male,699.0,Self-Employed
,85950.4,16928.7,Yes,Bachelors,Female,750.0,Employed
28.0,65420.43,16001.75,Yes,High School,Female,680.0,Self-Employed
36.0,63764.04,13083.81,Yes,Masters,Male,806.0,Employed
44.0,70411.2,17478.71,No,Masters,Female,707.0,Employed
28.0,93673.38,12870.49,Yes,Masters,Female,678.0,Self-Employed
39.0,35052.74,15782.29,Yes,Masters,Female,656.0,Employed
25.0,51812.61,20531.21,No,Bachelors,Male,663.0,Employed
32.0,115515.4,21585.07,Yes,Bachelors,Male,656.0,Employed
41.0,75503.77,12819.82,Yes,PhD,Female,806.0,Employed
22.0,61859.28,16860.92,No,High School,Male,709.0,Employed
42.0,85897.04,17921.37,No,High School,Male,705.0,Employed
38.0,54299.46,16187.16,Yes,Masters,Male,885.0,Employed
,27944.22,18817.82,Yes,Bachelors,Male,,Employed
40.0,77096.0,18873.27,No,Masters,Male,657.0,Employed
52.0,55384.32,24188.22,Yes,High School,Female,787.0,Employed
39.0,72027.8,25781.36,Yes,High School,Female,702.0,Unemployed
34.0,76588.02,14175.86,Yes,Bachelors,Female,714.0,Employed
39.0,72842.32,23301.5,No,Masters,Female,690.0,Employed
43.0,35820.09,17195.47,Yes,Masters,Female,712.0,Self-Employed
38.0,70525.62,14112.56,No,Bachelors,Male,690.0,Self-Employed
38.0,,18035.45,Yes,High School,Male,703.0,Employed
31.0,41998.81,13834.98,Yes,Bachelors,Female,699.0,Employed
31.0,39616.53,14786.6,No,Masters,Female,743.0,Employed
24.0,48619.51,9517.31,No,Bachelors,Female,,Employed
55.0,84935.29,,No,Bachelors,Male,727.0,Employed
26.0,30033.69,19663.39,Yes,Masters,Female,794.0,Self-Employed
31.0,86595.48,18602.8,Yes,High School,Female,773.0,Employed
31.0,77841.11,16818.47,No,High School,Female,786.0,Employed
47.0,64849.96,23683.74,Yes,Bachelors,Female,683.0,Employed
35.0,40387.41,25670.55,Yes,PhD,Female,662.0,Unemployed
50.0,54070.65,17491.35,Yes,Bachelors,Male,734.0,Employed
31.0,85638.08,22988.58,Yes,Bachelors,Female,741.0,Employed
41.0,95134.5,16745.9,No,Bachelors,Female,670.0,Employed
,49372.74,15439.96,Yes,Masters,Female,737.0,Employed
59.0,92837.27,19804.24,Yes,Bachelors,Male,634.0,Employed
26.0,83717.5,14647.5,Yes,Bachelors,Male,703.0,Employed
41.0,69863.26,3201.78,Yes,PhD,Female,655.0,Employed
44.0,55242.9,13706.29,Yes,Masters,Female,741.0,Employed
42.0,58372.2,7471.84,No,Masters,Male,760.0,Self-Employed
36.0,106458.45,13060.52,Yes,Masters,Male,616.0,Self-Employed
37.0,73568.84,12274.04,Yes,Bachelors,Male,565.0,Employed
38.0,96597.37,12303.93,Yes,High School,Female,799.0,Employed
37.0,74831.16,9742.07,Yes,High School,Male,661.0,Self-Employed
48.0,60946.04,9005.71,No,PhD,Female,693.0,Employed
60.0,81681.8,11765.05,Yes,Bachelors,Female,667.0,Employed
32.0,113156.7,13145.02,Yes,PhD,Male,778.0,Employed
24.0,57117.67,13509.48,Yes,PhD,Female,767.0,Employed
37.0,88277.38,16294.58,No,Bachelors,Female,703.0,Employed
64.0,73810.18,18531.85,No,High School,Male,754.0,Employed
30.0,41009.64,9951.01,Yes,Masters,Female,734.0,Employed
54.0,40562.52,10626.7,No,Bachelors,Male,735.0,Employed
55.0,60960.33,23323.64,Yes,Bachelors,Male,751.0,Employed
32.0,76949.77,18786.71,Yes,Bachelors,Male,720.0,Self-Employed
44.0,87567.46,11121.94,No,Bachelors,Male,694.0,Employed
54.0,38581.74,8732.89,Yes,Bachelors,Male,765.0,Unemployed
34.0,83053.95,12507.56,Yes,Bachelors,Male,728.0,Employed
36.0,67632.39,13734.18,Yes,Bachelors,Female,719.0,Employed
32.0,70066.28,18409.31,Yes,Bachelors,Female,726.0,Employed
28.0,81772.24,3490.13,No,High School,Female,689.0,Employed
32.0,104922.11,10176.87,No,PhD,Male,654.0,Employed
26.0,76072.84,23999.78,No,Masters,Female,688.0,Employed
38.0,42865.26,15081.15,Yes,PhD,Female,731.0,Employed
30.0,66258.15,15311.71,No,Bachelors,Female,716.0,Self-Employed
40.0,87042.68,12177.85,No,Masters,Female,665.0,Employed
22.0,87700.87,18943.39,Yes,Masters,Male,649.0,Employed
41.0,83316.49,5981.3,Yes,Bachelors,Male,659.0,Self-Employed
46.0,59799.38,12875.14,Yes,PhD,Female,711.0,Employed
18.0,42643.49,4594.09,No,PhD,Female,800.0,Employed
,81790.16,14900.94,Yes,High School,Male,660.0,Employed
50.0,45715.26,12769.72,No,Bachelors,Female,756.0,Employed
26.0,83860.22,6850.63,Yes,High School,Female,650.0,Employed
55.0,83865.79,20052.71,Yes,Masters,Female,758.0,Unemployed
42.0,60646.14,18450.4,Yes,High School,Male,686.0,Employed
31.0,67750.73,20148.85,No,High School,Male,716.0,Employed
37.0,73973.56,7466.68,Yes,Bachelors,Female,755.0,Employed
44.0,57703.71,9981.65,Yes,PhD,Female,724.0,Employed
39.0,42366.4,21010.4,Yes,PhD,Female,732.0,Employed
43.0,69215.61,19052.54,Yes,PhD,Female,725.0,Unemployed
29.0,,22017.72,Yes,Bachelors,Female,813.0,Employed
40.0,97220.95,13800.27,Yes,Masters,Male,656.0,Unemployed
24.0,54360.16,14453.28,No,PhD,Male,713.0,Unemployed
37.0,91369.92,18080.63,Yes,Bachelors,Male,720.0,Employed
29.0,47058.61,8244.37,Yes,PhD,Male,676.0,Employed
31.0,43107.96,15979.04,Yes,Masters,Male,760.0,Employed
50.0,63982.75,27675.25,No,Bachelors,Female,698.0,Self-Employed
49.0,51181.82,13210.81,Yes,Masters,Female,761.0,Employed
44.0,42827.68,6982.83,Yes,Bachelors,Male,724.0,Self-Employed
27.0,108886.61,17055.49,Yes,PhD,Male,702.0,Employed
35.0,60967.05,10494.2,No,Masters,Female,806.0,Self-Employed
50.0,116226.07,14465.08,No,Masters,Male,628.0,Employed
39.0,50105.32,20437.84,Yes,High School,Female,751.0,Employed
61.0,35829.07,17790.55,No,Masters,Male,790.0,Employed
42.0,95825.79,12557.4,Yes,Bachelors,Male,645.0,Self-Employed
40.0,55466.87,19192.46,No,Masters,Male,719.0,Employed
35.0,72777.32,6660.35,No,Bachelors,Female,744.0,Employed
39.0,42887.33,15985.54,Yes,Bachelors,Male,677.0,Unemployed
36.0,69237.74,13080.01,Yes,Bachelors,Male,748.0,Employed
45.0,42567.48,3201.53,Yes,PhD,Female,791.0,Employed
48.0,68521.85,8946.44,Yes,High School,Male,757.0,Employed
30.0,60521.35,14926.93,Yes,Masters,Female,814.0,Self-Employed
25.0,74605.35,18733.54,Yes,Bachelors,Male,667.0,Employed
,82513.83,15108.86,Yes,High School,Male,709.0,Employed
43.0,74821.6,13519.66,Yes,Bachelors,Female,644.0,Self-Employed
27.0,79020.93,19048.92,Yes,Bachelors,Female,696.0,Unemployed
16.0,67819.35,16371.22,No,Bachelors,Female,746.0,Employed
42.0,61293.63,19986.37,Yes,PhD,Male,733.0,Employed
63.0,79402.37,17872.15,No,Masters,Female,692.0,Self-Employed
38.0,67771.04,11439.87,Yes,Bachelors,Female,714.0,Employed
46.0,68533.8,18354.54,Yes,PhD,Male,621.0,Unemployed
39.0,77954.9,19804.73,Yes,Bachelors,Male,722.0,Employed
37.0,49335.69,22000.87,Yes,Masters,Male,798.0,Employed
,98592.22,12364.31,Yes,Masters,Male,643.0,Employed
35.0,65012.87,13184.37,Yes,High School,Male,719.0,Employed
41.0,72483.63,19401.96,Yes,Masters,Male,788.0,Employed
41.0,69109.61,19207.77,Yes,High School,Male,669.0,Unemployed
31.0,83054.86,12448.4,Yes,Bachelors,Female,710.0,Employed
48.0,76783.63,11637.86,Yes,Bachelors,Female,778.0,Employed
36.0,69001.52,12834.86,No,Masters,Male,850.0,Employed
30.0,98975.08,15396.29,No,Bachelors,Male,733.0,Self-Employed
43.0,5933.09,10560.94,No,Bachelors,Female,737.0,Employed
29.0,94853.49,17098.66,Yes,Bachelors,Female,661.0,Unemployed
38.0,88404.31,,Yes,Masters,Female,738.0,Self-Employed
38.0,33283.67,10841.56,Yes,Masters,Male,704.0,Employed
49.0,88585.66,15920.09,Yes,Bachelors,Male,,Employed
43.0,91169.35,10403.18,No,Bachelors,Female,744.0,Employed
38.0,81235.27,12908.15,No,PhD,Male,709.0,Employed
46.0,38818.25,14363.5,Yes,Masters,Female,785.0,Unemployed
52.0,83653.05,25605.19,Yes,High School,Female,747.0,Self-Employed
44.0,90143.94,8469.48,No,High School,Female,684.0,Employed
38.0,58555.87,16178.41,Yes,High School,Female,658.0,Employed
25.0,,9875.83,Yes,Bachelors,Male,792.0,Unemployed
27.0,62935.84,9688.31,Yes,High School,Male,776.0,Employed
35.0,87707.54,10624.81,No,Masters,Female,734.0,Employed
32.0,63729.87,14217.35,Yes,High School,Male,655.0,Employed
36.0,58397.65,22169.01,Yes,Masters,Male,705.0,Self-Employed
39.0,69214.07,20874.18,Yes,Bachelors,Female,746.0,Employed
43.0,43166.96,12709.1,Yes,Masters,Male,674.0,Self-Employed
37.0,67228.36,13667.61,No,Bachelors,Female,814.0,Employed
43.0,77241.85,17956.67,Yes,Masters,Male,660.0,Self-Employed
39.0,87399.19,15288.29,No,Bachelors,Female,661.0,Employed
18.0,74979.13,11816.76,No,Bachelors,Female,731.0,Self-Employed
29.0,41347.97,18307.08,Yes,Masters,Male,783.0,Employed
37.0,97045.42,23104.85,No,Bachelors,Male,593.0,Employed
26.0,98723.17,20292.13,Yes,Bachelors,Female,678.0,Employed
44.0,72251.35,21782.9,Yes,Masters,Male,583.0,Employed
53.0,54961.17,14303.11,No,Masters,Female,,Employed
50.0,59367.64,9586.83,No,PhD,Male,678.0,Self-Employed
36.0,65929.55,4998.63,No,Masters,Female,803.0,Employed
53.0,75573.37,4640.15,No,Masters,Male,634.0,Employed
39.0,63910.29,13983.26,Yes,High School,Female,667.0,Employed
35.0,52832.25,17534.13,No,PhD,Female,702.0,Employed
32.0,90460.2,19215.41,No,Masters,Male,743.0,Self-Employed
35.0,75145.72,16215.47,Yes,Masters,Male,723.0,Self-Employed
34.0,48952.56,11391.94,No,Bachelors,Female,687.0,Employed
40.0,75826.21,18272.5,No,Masters,Female,598.0,Self-Employed
40.0,73237.42,9009.23,Yes,Masters,Female,706.0,Employed
38.0,55638.94,9481.27,No,Masters,Female,710.0,Employed
42.0,93901.0,18064.69,No,Masters,Male,695.0,Self-Employed
50.0,72697.78,8834.1,Yes,Bachelors,Female,787.0,Employed
47.0,65667.57,11173.64,Yes,Masters,Female,707.0,Employed
23.0,68330.37,10111.57,Yes,Masters,Male,792.0,Employed
12.0,78878.34,15845.68,Yes,Bachelors,Female,745.0,Self-Employed
47.0,68556.33,17941.03,Yes,Bachelors,Male,748.0,Employed
24.0,68389.13,18069.78,Yes,High School,Male,763.0,Employed
36.0,91319.3,,Yes,High School,Female,738.0,Employed
26.0,41631.91,14160.78,Yes,Bachelors,Female,700.0,Employed
20.0,44968.94,18675.35,No,Bachelors,Male,744.0,Self-Employed
43.0,85539.27,12348.12,Yes,Bachelors,Male,763.0,Employed
46.0,118317.0,10435.43,Yes,Masters,Female,746.0,Employed
32.0,87529.91,11792.13,Yes,Masters,Female,646.0,Employed
12.0,107284.18,11960.68,No,Bachelors,Male,760.0,Employed
33.0,61312.57,15153.49,Yes,Bachelors,Male,757.0,Employed
42.0,57258.38,14865.63,Yes,Bachelors,Male,762.0,Employed
23.0,79130.66,14162.92,No,Masters,Female,704.0,Employed
40.0,89072.98,10999.51,Yes,Masters,Female,683.0,Employed
38.0,43768.98,10338.7,No,Bachelors,Female,718.0,Employed
44.0,65735.63,18245.97,Yes,High School,Female,767.0,Employed
39.0,69459.66,16715.75,Yes,Bachelors,Female,648.0,Self-Employed
28.0,56422.6,12825.92,Yes,Masters,Female,722.0,Employed
50.0,58755.56,14715.58,Yes,Masters,Female,620.0,Employed
36.0,86861.39,21060.68,No,Bachelors,Female,649.0,Employed
38.0,79393.69,14640.39,Yes,High School,Male,774.0,Self-Employed
29.0,85969.03,14968.74,Yes,PhD,Female,733.0,Employed
34.0,76737.49,22636.98,Yes,Masters,Female,664.0,Self-Employed
29.0,52534.87,20351.72,No,Bachelors,Male,752.0,Employed
36.0,78462.06,11795.86,Yes,High School,Female,689.0,Employed
55.0,50958.14,20351.97,Yes,Masters,Female,741.0,Employed
24.0,63764.93,14150.32,Yes,PhD,Male,742.0,Employed
22.0,49275.03,9747.0,Yes,High School,Male,754.0,Employed
53.0,57782.24,21520.84,No,Bachelors,Male,765.0,Employed
36.0,71809.58,11452.47,Yes,Bachelors,Male,710.0,Employed
31.0,60850.19,12450.2,Yes,Masters,Male,709.0,Employed
48.0,52336.75,13093.36,Yes,Bachelors,Male,787.0,Employed
32.0,92755.95,25184.94,Yes,Bachelors,Female,,Employed
56.0,67608.17,10240.18,Yes,High School,Female,746.0,Employed
45.0,59441.44,11986.82,Yes,High School,Male,687.0,Employed
33.0,48352.02,13288.51,Yes,Masters,Female,723.0,Self-Employed
60.0,32560.1,17636.06,Yes,Bachelors,Male,809.0,Unemployed
32.0,65559.06,14652.52,Yes,Bachelors,Female,658.0,Employed
45.0,42435.63,11663.43,Yes,PhD,Female,648.0,Employed
41.0,84240.73,,Yes,Masters,Female,791.0,Employed
51.0,70589.82,21782.5,Yes,Bachelors,Male,732.0,Employed
54.0,101167.22,6884.24,Yes,Masters,Male,685.0,Self-Employed
38.0,74461.49,11592.34,Yes,Bachelors,Male,714.0,Employed
30.0,55466.84,17559.68,Yes,Bachelors,Female,710.0,Self-Employed
43.0,32399.85,8835.85,Yes,Masters,Female,706.0,Employed
31.0,86130.88,14225.53,Yes,High School,Female,788.0,Self-Employed
58.0,44021.03,21353.66,Yes,Masters,Male,674.0,Employed
39.0,61837.11,18113.27,No,High School,Female,709.0,Unemployed
34.0,103481.76,17605.03,Yes,High School,Female,666.0,Employed
40.0,82219.67,18736.7,No,Bachelors,Female,710.0,Self-Employed
25.0,77797.31,16624.63,Yes,Bachelors,Male,687.0,Unemployed
28.0,88886.45,13313.82,Yes,Masters,Male,736.0,Employed
,88141.0,19824.33,Yes,Bachelors,Male,713.0,Employed
31.0,101618.93,12620.84,No,Bachelors,Male,749.0,Employed
28.0,,14192.43,No,Masters,Female,787.0,Employed
43.0,62466.32,6720.51,Yes,PhD,Female,661.0,Employed
50.0,51552.31,12611.18,Yes,Masters,Male,727.0,Employed
45.0,69346.05,15393.13,Yes,Bachelors,Male,641.0,Employed
48.0,67355.35,15132.08,No,PhD,Male,723.0,Unemployed
30.0,34900.96,19619.16,No,PhD,Female,748.0,Employed
24.0,56921.98,12810.63,Yes,Bachelors,Male,704.0,Employed
53.0,,13012.21,Yes,Masters,Male,740.0,Employed
35.0,74884.17,12294.18,No,PhD,Male,736.0,Employed
35.0,84307.97,16206.8,Yes,High School,Male,749.0,Employed
51.0,67589.11,22731.52,Yes,Masters,Female,660.0,Employed
44.0,32258.13,3448.11,Yes,High School,Male,774.0,Employed
43.0,67427.28,12561.64,Yes,Bachelors,Male,704.0,Self-Employed
60.0,90833.93,13245.08,Yes,High School,Male,637.0,Employed
32.0,46286.32,4341.92,Yes,Bachelors,Male,674.0,Employed
47.0,84940.78,14379.66,Yes,Masters,Male,657.0,Self-Employed
,35963.37,13233.44,Yes,Bachelors,Female,693.0,Employed
41.0,70403.82,12805.67,Yes,High School,Male,677.0,Employed
,80890.37,9483.22,Yes,Bachelors,Male,,Employed
,63757.75,14563.1,Yes,Bachelors,Female,636.0,Employed
43.0,119449.43,9167.77,Yes,Bachelors,Male,719.0,Employed
49.0,60136.19,10789.73,Yes,Masters,Female,791.0,Employed
34.0,58431.68,14002.79,No,Masters,Female,727.0,Employed
30.0,74089.84,20107.99,Yes,Masters,Male,690.0,Employed
28.0,54900.54,17051.66,Yes,Bachelors,Female,667.0,Employed
18.0,41173.25,18069.31,No,Masters,Male,656.0,Self-Employed
59.0,48046.6,24808.0,Yes,Masters,Male,707.0,Employed
27.0,85159.74,17202.44,Yes,Bachelors,Female,710.0,Employed
36.0,63901.21,9765.88,Yes,Masters,Female,748.0,Employed
35.0,104040.42,12186.25,No,Masters,Male,702.0,Self-Employed
41.0,61175.28,10714.51,Yes,PhD,Female,789.0,Employed
46.0,84210.21,14321.37,No,Bachelors,Male,655.0,Unemployed
47.0,80216.84,12943.03,Yes,Bachelors,Male,664.0,Unemployed
32.0,60876.98,,Yes,Masters,Male,741.0,Employed
36.0,52423.82,19620.13,Yes,Bachelors,Male,696.0,Employed
41.0,35363.93,19977.75,Yes,High School,Male,692.0,Employed
36.0,81062.42,15897.1,Yes,Bachelors,Female,681.0,Employed
54.0,93965.19,9990.26,No,PhD,Female,651.0,Employed
43.0,,15607.81,Yes,PhD,Male,615.0,Employed
45.0,62591.1,11940.97,Yes,High School,Male,,Employed
45.0,,21428.92,Yes,High School,Male,663.0,Employed
50.0,81027.38,9021.62,Yes,High School,Female,735.0,Employed
40.0,63426.95,18288.04,Yes,Bachelors,Female,717.0,Employed
,96459.61,18182.46,Yes,High School,Female,688.0,Self-Employed
42.0,62312.14,19482.23,Yes,PhD,Female,694.0,Employed
31.0,45272.33,15981.48,No,Bachelors,Female,775.0,Employed
33.0,60623.89,13349.49,Yes,Bachelors,Female,679.0,Self-Employed
44.0,62827.71,26965.57,Yes,Bachelors,Female,767.0,Employed
50.0,80522.0,10614.7,Yes,Masters,Male,,Unemployed
38.0,62529.62,18590.54,No,Bachelors,Male,735.0,Employed
41.0,78801.93,15092.16,Yes,Bachelors,Male,701.0,Employed
55.0,54190.31,16714.47,Yes,High School,Female,710.0,Employed
40.0,64106.47,16687.7,Yes,Bachelors,Female,758.0,Self-Employed
64.0,54299.31,9587.55,Yes,Masters,Female,703.0,Employed
44.0,53067.17,8288.64,No,Bachelors,Male,840.0,Self-Employed
20.0,95496.67,8614.02,No,High School,Female,681.0,Employed
46.0,55697.41,12769.87,No,Bachelors,Female,755.0,Employed
42.0,63047.9,16241.09,Yes,Masters,Female,767.0,Employed
51.0,90892.09,11563.21,Yes,Masters,Male,638.0,Employed
45.0,85000.03,7818.07,Yes,High School,Female,730.0,Employed
37.0,102824.14,19592.76,Yes,High School,Female,705.0,Self-Employed
26.0,79656.04,7306.81,Yes,High School,Female,704.0,Employed
36.0,57992.01,17398.8,Yes,Bachelors,Male,770.0,Self-Employed
29.0,111142.89,11243.0,No,Bachelors,Female,709.0,Employed
32.0,81641.61,21087.87,Yes,Bachelors,Female,792.0,Employed
44.0,66906.09,12371.98,No,PhD,Male,657.0,Self-Employed
55.0,71149.31,6197.16,Yes,Masters,Male,662.0,Employed
42.0,73585.63,14802.15,No,Masters,Male,705.0,Employed
26.0,65263.76,10798.16,Yes,High School,Female,689.0,Self-Employed
42.0,42482.89,19054.22,No,Bachelors,Female,679.0,Employed
50.0,102534.42,16648.69,Yes,Bachelors,Female,605.0,Unemployed
32.0,69563.32,11854.58,Yes,High School,Male,772.0,Employed
37.0,73669.93,9986.52,Yes,Bachelors,Female,738.0,Employed
38.0,111562.88,,No,Masters,Male,746.0,Unemployed
30.0,56334.29,12070.46,No,Masters,Female,681.0,Self-Employed
44.0,83109.71,21818.65,Yes,Bachelors,Male,747.0,Employed
37.0,54154.03,14281.24,Yes,Masters,Male,829.0,Employed
42.0,76420.42,19735.15,No,Masters,Male,749.0,Employed
29.0,74030.11,7595.62,No,High School,Female,720.0,Employed
34.0,85812.02,5395.1,Yes,Bachelors,Female,725.0,Employed
45.0,94163.37,10272.88,Yes,High School,Male,782.0,Employed
34.0,58409.58,18285.43,No,Masters,Male,663.0,Employed
55.0,98333.5,13555.64,Yes,Masters,Male,714.0,Self-Employed
34.0,99749.62,19448.39,Yes,Bachelors,Male,,Unemployed
40.0,65000.29,21319.05,Yes,Bachelors,Male,739.0,Self-Employed
47.0,69868.35,10213.87,No,Bachelors,Female,683.0,Employed
24.0,60113.0,19171.65,No,Bachelors,Female,620.0,Employed
20.0,63891.18,21940.19,Yes,High School,Female,723.0,Employed
23.0,45930.49,20167.59,No,Masters,Female,838.0,Employed
51.0,85550.72,7030.29,Yes,Masters,Female,741.0,Employed
32.0,28994.12,5725.34,Yes,PhD,Male,662.0,Employed
64.0,56058.1,12756.87,Yes,PhD,Female,695.0,Employed
32.0,69076.76,12946.12,Yes,PhD,Male,707.0,Employed
40.0,95995.95,19214.32,No,Masters,Male,799.0,Employed
53.0,59095.11,10161.79,Yes,Bachelors,Female,713.0,Self-Employed
58.0,78557.03,17078.71,No,PhD,Male,775.0,Employed
59.0,68380.32,9583.99,No,Masters,Female,730.0,Employed
50.0,88902.38,16725.31,No,High School,Female,724.0,Employed
48.0,,12714.52,Yes,Masters,Male,670.0,Employed
44.0,86604.19,16792.52,Yes,Bachelors,Female,760.0,Employed
46.0,58987.3,13180.87,Yes,Masters,Male,693.0,Employed
32.0,49719.5,3962.93,Yes,High School,Male,776.0,Employed
30.0,77342.57,17544.85,Yes,Bachelors,Female,721.0,Employed
38.0,60245.44,20850.19,Yes,Bachelors,Male,,Employed
36.0,70606.48,10820.81,No,Masters,Male,683.0,Employed
33.0,76345.5,19047.65,Yes,High School,Female,697.0,Employed
45.0,94838.15,11933.2,Yes,High School,Female,697.0,Employed
48.0,85731.41,8250.47,Yes,Bachelors,Male,722.0,Employed
39.0,56379.81,11943.46,Yes,Masters,Female,799.0,Employed
53.0,47099.56,14080.93,Yes,Bachelors,Female,648.0,Employed
27.0,104147.62,8397.9,Yes,Bachelors,Female,727.0,Employed
36.0,38346.81,21748.16,Yes,Masters,Female,809.0,Self-Employed
31.0,60949.94,7345.84,Yes,High School,Female,661.0,Employed
19.0,82904.9,12292.87,Yes,Masters,Female,699.0,Unemployed
37.0,102775.22,10388.73,No,Masters,Female,763.0,Unemployed
37.0,66206.77,21769.0,Yes,Masters,Female,660.0,Employed
53.0,,7463.13,Yes,High School,Female,796.0,Employed
44.0,52499.45,19125.89,Yes,Masters,Female,783.0,Employed
28.0,72532.32,15985.76,Yes,Masters,Female,733.0,Employed
57.0,46996.92,8761.33,Yes,High School,Female,572.0,Employed
50.0,54994.3,13242.14,Yes,Bachelors,Male,696.0,Employed
44.0,85277.81,14087.16,Yes,Masters,Female,770.0,Employed
36.0,61328.46,17924.76,Yes,Masters,Female,702.0,Employed
28.0,88344.98,11775.18,Yes,High School,Female,720.0,Employed
34.0,66929.86,18157.21,Yes,PhD,Male,821.0,Employed
49.0,42623.2,15243.87,Yes,Masters,Female,736.0,Employed
57.0,93367.31,17256.06,No,Bachelors,Female,732.0,Employed
53.0,43693.48,10593.89,Yes,Masters,Female,701.0,Employed
33.0,57964.25,13794.37,Yes,Masters,Female,799.0,Self-Employed
27.0,66006.02,15551.15,No,High School,Male,771.0,Employed
39.0,90116.57,15408.23,Yes,Masters,Male,696.0,Self-Employed
20.0,59470.3,14802.22,Yes,Masters,Female,684.0,Self-Employed
41.0,51465.66,25461.5,Yes,Bachelors,Female,679.0,Self-Employed
37.0,73253.46,17871.47,No,Bachelors,Female,697.0,Unemployed
33.0,65720.69,18637.26,No,Masters,Male,681.0,Employed
22.0,60652.19,16234.48,Yes,High School,Female,726.0,Employed
43.0,,17666.31,No,Masters,Female,762.0,Self-Employed
33.0,45928.08,15993.03,Yes,Bachelors,Male,680.0,Employed
26.0,35563.19,24088.87,No,Bachelors,Male,685.0,Employed
9.0,112774.6,14699.6,Yes,Masters,Female,690.0,Employed
38.0,72083.72,19156.71,Yes,Bachelors,Male,736.0,Employed
56.0,73483.62,25426.57,Yes,High School,Male,670.0,Unemployed
55.0,54360.21,18265.25,Yes,Bachelors,Male,646.0,Unemployed
,87953.98,13577.5,No,Bachelors,Male,708.0,Employed
32.0,59330.29,,No,Bachelors,Female,724.0,Employed
43.0,14277.05,12522.21,No,Bachelors,Male,713.0,Employed
28.0,58659.33,16958.55,No,Bachelors,Male,715.0,Employed
41.0,64371.74,23921.27,Yes,Bachelors,Female,762.0,Employed
46.0,66598.33,18018.12,Yes,Bachelors,Male,779.0,Employed
50.0,66019.77,13067.24,Yes,High School,Male,717.0,Employed
37.0,57101.71,13475.37,Yes,Bachelors,Male,726.0,Employed
36.0,55169.58,14252.77,Yes,High School,Female,812.0,Employed
29.0,64040.43,8296.85,Yes,Bachelors,Female,707.0,Employed
,37090.48,12711.38,Yes,High School,Female,699.0,Unemployed
36.0,30848.07,12492.23,Yes,Bachelors,Male,653.0,Employed
42.0,71961.11,28890.56,Yes,High School,Male,754.0,Employed
47.0,72294.7,19634.37,No,Bachelors,Female,648.0,Employed
30.0,87588.01,9634.57,Yes,Masters,Male,688.0,Self-Employed
53.0,64888.69,7153.97,Yes,PhD,Female,669.0,Self-Employed
35.0,46127.46,8469.94,Yes,High School,Female,656.0,Employed
38.0,31207.06,22068.14,No,Masters,Female,796.0,Employed
31.0,52196.08,8254.8,Yes,High School,Male,727.0,Employed
14.0,78450.39,23048.68,Yes,Bachelors,Female,640.0,Employed
47.0,98828.98,16198.67,No,High School,Male,736.0,Employed
45.0,71081.71,13770.1,No,Masters,Female,770.0,Unemployed
35.0,45728.2,9276.87,No,Bachelors,Male,744.0,Employed
39.0,52401.59,21319.2,Yes,Bachelors,Male,777.0,Unemployed
43.0,53025.88,17731.09,No,Masters,Female,748.0,Employed
22.0,61880.23,19500.52,Yes,Bachelors,Female,759.0,Employed
33.0,92417.91,13637.4,Yes,Masters,Female,715.0,Employed
46.0,93978.19,18333.23,No,PhD,Female,795.0,Employed
25.0,66554.88,22408.09,Yes,Bachelors,Female,761.0,Employed
41.0,73661.4,17976.35,No,Masters,Female,734.0,Self-Employed
24.0,54048.84,9721.47,No,Bachelors,Male,678.0,Self-Employed
43.0,35801.83,17599.63,Yes,Masters,Male,773.0,Self-Employed
38.0,105766.77,18773.98,Yes,Bachelors,Male,780.0,Employed
22.0,23550.26,23384.3,No,Masters,Female,827.0,Employed
50.0,33283.19,17924.93,Yes,Bachelors,Male,717.0,Employed
31.0,105928.12,20507.58,No,High School,Female,740.0,Employed
30.0,70332.31,18081.48,Yes,PhD,Female,739.0,Self-Employed
40.0,47481.7,8225.15,Yes,Masters,Male,1100.0,Employed
49.0,83654.07,19146.92,Yes,High School,Male,763.0,Self-Employed
28.0,85461.07,15599.85,Yes,Masters,Male,744.0,Employed
39.0,43346.29,24984.83,Yes,High School,Male,698.0,Employed
42.0,59343.09,7803.64,Yes,Bachelors,Female,679.0,Employed
45.0,87524.92,9339.27,No,Masters,Female,663.0,Employed
40.0,53661.89,18626.99,Yes,Masters,Male,752.0,Employed
34.0,75643.27,22558.05,Yes,High School,Male,686.0,Unemployed
30.0,98496.24,14398.67,Yes,Bachelors,Male,746.0,Employed
39.0,22150.3,14425.07,Yes,Bachelors,Female,716.0,Employed
27.0,63175.03,16035.74,No,Masters,Female,734.0,Employed
9.0,75232.72,12579.28,Yes,High School,Male,786.0,Employed
42.0,34159.01,19937.69,No,Masters,Female,746.0,Employed
47.0,59407.77,12586.92,Yes,Masters,Male,742.0,Employed
14.0,90889.97,18501.67,Yes,High School,Male,693.0,Employed
28.0,55913.7,8383.71,Yes,Bachelors,Female,745.0,Employed
44.0,40313.47,23592.67,Yes,Masters,Female,719.0,Unemployed
59.0,92616.64,4398.18,Yes,Bachelors,Female,655.0,Employed
38.0,78890.03,9683.72,Yes,Masters,Male,712.0,Employed
31.0,68622.87,26267.21,Yes,Bachelors,Male,781.0,Unemployed
36.0,68032.16,15505.1,Yes,Masters,Male,676.0,Employed
52.0,90565.65,11700.98,No,High School,Female,738.0,Employed
32.0,75890.57,8614.47,Yes,Masters,Male,715.0,Employed
30.0,82912.24,12819.68,Yes,Bachelors,Male,721.0,Employed
33.0,56148.67,16448.82,Yes,High School,Female,710.0,Employed
28.0,31652.9,17433.5,Yes,High School,Female,734.0,Employed
39.0,82438.27,16611.32,No,High School,Male,669.0,Employed
54.0,92018.56,6068.78,No,Bachelors,Female,748.0,Unemployed
41.0,65508.76,15694.66,Yes,Masters,Male,698.0,Employed
35.0,87755.13,16694.9,No,PhD,Male,729.0,Employed
35.0,63295.74,16743.16,Yes,Bachelors,Female,732.0,Employed
22.0,68186.02,15147.32,Yes,Masters,Female,733.0,Self-Employed
47.0,105048.58,8855.1,No,Masters,Male,709.0,Employed
37.0,64169.6,10392.31,Yes,Bachelors,Male,657.0,Self-Employed
36.0,62988.61,21065.48,Yes,Masters,Male,693.0,Employed
70.0,32600.41,11121.54,Yes,High School,Male,702.0,Employed
41.0,83801.46,11389.87,No,High School,Male,634.0,Unemployed
30.0,55803.17,13518.7,Yes,Masters,Female,693.0,Self-Employed
34.0,72944.5,8916.84,Yes,Masters,Female,775.0,Employed
49.0,63699.22,18169.03,Yes,High School,Male,668.0,Employed
39.0,61084.15,8657.72,Yes,Masters,Female,758.0,Employed
24.0,67645.41,20420.03,No,Masters,Female,693.0,Employed
47.0,69182.95,8276.01,Yes,High School,Male,691.0,Unemployed
31.0,93521.58,13602.1,Yes,Masters,Female,710.0,Employed
,100404.24,16718.9,Yes,High School,Female,1100.0,Self-Employed
49.0,83014.3,18952.84,No,PhD,Male,,Employed
34.0,95431.12,13874.96,No,Bachelors,Male,694.0,Employed
51.0,87082.95,11486.33,No,Bachelors,Female,789.0,Employed
39.0,79892.28,22095.22,Yes,High School,Male,726.0,Employed
47.0,99102.86,15907.34,Yes,Masters,Female,650.0,Employed
43.0,43830.51,14146.74,Yes,High School,Female,615.0,Employed
30.0,56310.76,5906.8,Yes,Masters,Female,792.0,Unemployed
32.0,53581.97,15957.85,Yes,PhD,Male,,Employed
48.0,63972.24,14975.08,No,Bachelors,Female,729.0,Employed
35.0,83718.01,8220.59,Yes,Masters,Male,727.0,Employed
34.0,47697.93,11094.36,No,Bachelors,Female,719.0,Employed
28.0,80055.98,15466.77,No,Bachelors,Male,725.0,Employed
42.0,58258.78,17336.98,No,PhD,Female,731.0,Unemployed
59.0,63058.72,9908.01,Yes,High School,Female,772.0,Self-Employed
27.0,74008.31,9955.82,Yes,Bachelors,Female,767.0,Employed
38.0,103624.96,15578.27,Yes,Bachelors,Female,730.0,Self-Employed
52.0,55753.06,10793.91,Yes,High School,Male,731.0,Employed
37.0,68398.13,13996.57,Yes,High School,Female,762.0,Employed
43.0,48435.5,23876.59,Yes,Bachelors,Female,749.0,Unemployed
27.0,,14786.7,No,Masters,Female,716.0,Employed
42.0,48253.17,20113.75,No,High School,Female,580.0,Self-Employed
36.0,74895.7,8772.49,Yes,Masters,Female,755.0,Employed
48.0,78506.18,11160.76,Yes,PhD,Male,776.0,Self-Employed
50.0,83740.99,11054.7,Yes,Masters,Male,707.0,Employed
64.0,54927.01,9480.32,No,Masters,Female,664.0,Employed
44.0,80158.86,6157.93,No,Bachelors,Female,767.0,Unemployed
41.0,72262.0,15965.33,Yes,Bachelors,Female,,Employed
40.0,68844.95,16934.44,Yes,Bachelors,Male,677.0,Employed
34.0,45171.54,10271.61,Yes,High School,Female,744.0,Self-Employed
41.0,73065.07,11274.19,Yes,PhD,Male,697.0,Employed
35.0,73699.13,15389.85,No,Masters,Male,737.0,Employed
40.0,72034.57,15104.04,No,High School,Female,790.0,Unemployed
51.0,78001.02,20165.45,Yes,PhD,Female,744.0,Employed
28.0,83891.91,20668.54,Yes,PhD,Male,689.0,Employed
49.0,48039.53,11658.44,No,Bachelors,Male,693.0,Unemployed
51.0,65666.08,14661.76,Yes,Bachelors,Male,819.0,Self-Employed
37.0,80315.35,9995.88,No,Masters,Male,784.0,Employed
17.0,64632.1,22511.2,Yes,High School,Male,698.0,Unemployed
32.0,89188.47,16331.54,Yes,Masters,Male,715.0,Employed
51.0,71803.57,19968.82,Yes,Bachelors,Female,703.0,Employed
38.0,30901.55,13183.67,No,Bachelors,Female,729.0,Employed
28.0,86788.58,20103.79,Yes,PhD,Female,760.0,Employed
33.0,67657.94,18721.78,Yes,Bachelors,Female,746.0,Unemployed
46.0,34605.78,21394.51,Yes,High School,Male,755.0,Employed
43.0,64954.2,8280.94,Yes,High School,Female,685.0,Employed
36.0,,15374.0,Yes,Bachelors,Female,726.0,Unemployed
34.0,85062.63,20487.7,Yes,Bachelors,Male,762.0,Employed
34.0,69283.18,10321.65,Yes,Bachelors,Female,796.0,Self-Employed
29.0,51525.09,17609.4,No,Bachelors,Male,613.0,Employed
54.0,86216.96,17856.66,Yes,Masters,Female,743.0,Employed
,79170.51,18505.24,No,Bachelors,Male,781.0,Employed
50.0,65284.71,16668.69,Yes,Masters,Male,620.0,Employed
53.0,45088.05,18088.02,Yes,Bachelors,Male,788.0,Employed
48.0,53150.52,17163.74,Yes,Masters,Female,830.0,Self-Employed
34.0,52850.84,20924.56,Yes,High School,Male,729.0,Employed
42.0,84929.94,11411.5,Yes,High School,Female,747.0,Employed
38.0,36382.05,16702.06,Yes,Masters,Female,672.0,Self-Employed
29.0,69055.3,21093.96,Yes,Masters,Male,822.0,Employed
41.0,64994.31,11081.39,No,PhD,Female,734.0,Employed
26.0,90710.78,11544.45,Yes,Masters,Male,592.0,Employed
50.0,74654.73,17621.84,Yes,Bachelors,Female,768.0,Self-Employed
33.0,80704.21,21910.47,Yes,PhD,Female,675.0,Employed
40.0,59492.8,14328.71,Yes,Bachelors,Male,695.0,Self-Employed
41.0,45380.04,15477.68,Yes,PhD,Female,734.0,Employed
35.0,63490.48,16819.25,Yes,High School,Male,721.0,Employed
44.0,85543.25,12566.14,No,Masters,Female,737.0,Self-Employed
33.0,85497.81,25968.68,Yes,Bachelors,Male,742.0,Self-Employed
47.0,61388.25,10376.86,Yes,Masters,Male,787.0,Employed
25.0,52785.12,15450.23,Yes,Masters,Female,652.0,Employed
39.0,48866.42,15530.59,No,Bachelors,Female,747.0,Employed
57.0,67267.47,4058.15,Yes,High School,Male,728.0,Employed
,72731.02,10788.41,Yes,PhD,Male,709.0,Self-Employed
31.0,99463.83,8239.07,Yes,PhD,Female,657.0,Employed
43.0,72466.62,18601.38,Yes,Bachelors,Female,740.0,Employed
40.0,82275.32,6533.99,Yes,Bachelors,Male,672.0,Unemployed
42.0,,19709.4,No,High School,Female,636.0,Self-Employed
43.0,70834.02,9101.16,No,Bachelors,Female,710.0,Employed
44.0,72801.57,19807.6,Yes,PhD,Female,750.0,Self-Employed
49.0,67189.39,8017.72,No,Bachelors,Female,684.0,Employed
42.0,,17120.18,Yes,PhD,Male,627.0,Employed
36.0,72524.37,19675.7,Yes,High School,Male,719.0,Employed
45.0,79620.74,17865.55,Yes,Bachelors,Male,780.0,Employed
57.0,93382.36,8894.41,Yes,Bachelors,Female,684.0,Employed
37.0,24689.04,20648.86,Yes,Bachelors,Male,652.0,Employed
28.0,92274.75,17728.93,Yes,Bachelors,Female,640.0,Employed
49.0,35783.84,3210.74,No,Masters,Male,684.0,Employed
37.0,76175.26,15553.47,Yes,High School,Female,721.0,Employed
16.0,117112.58,29168.56,No,Masters,Male,696.0,Employed
46.0,69149.19,20582.41,No,Bachelors,Female,733.0,Employed
33.0,73600.38,12504.94,No,PhD,Male,725.0,Employed
37.0,63794.81,17720.16,Yes,Bachelors,Female,770.0,Employed
41.0,83345.25,13035.8,Yes,Bachelors,Male,713.0,Employed
40.0,77244.17,20072.87,Yes,High School,Male,751.0,Employed
45.0,56479.06,10928.98,Yes,High School,Male,722.0,Employed
34.0,67712.94,21042.87,No,PhD,Female,729.0,Employed
43.0,47631.27,19602.01,No,Bachelors,Male,729.0,Employed
35.0,67621.17,18213.1,Yes,Bachelors,Male,669.0,Employed
45.0,61612.56,25354.12,Yes,Masters,Female,716.0,Employed
44.0,,20029.22,Yes,Masters,Male,688.0,Employed
29.0,55801.72,,Yes,Bachelors,Female,678.0,Employed
,65711.37,20632.01,Yes,Bachelors,Male,740.0,Employed
33.0,70175.46,18568.75,Yes,Bachelors,Male,,Self-Employed
46.0,71568.35,17320.98,No,Masters,Male,688.0,Employed
42.0,75485.67,11613.66,Yes,Bachelors,Male,755.0,Self-Employed
56.0,66516.65,11682.33,Yes,Masters,Male,698.0,Employed
,54266.13,17160.25,Yes,Masters,Female,765.0,Self-Employed
35.0,71641.47,18046.02,Yes,Masters,Male,829.0,Employed
38.0,66422.84,15089.12,Yes,Bachelors,Male,744.0,Employed
35.0,90492.91,12592.1,Yes,Bachelors,Male,715.0,Employed
46.0,93014.83,14319.46,Yes,Masters,Female,686.0,Employed
22.0,42558.39,14735.83,Yes,Bachelors,Male,730.0,Self-Employed
27.0,82343.09,16375.3,No,High School,Male,671.0,Employed
27.0,86354.88,13889.24,Yes,Masters,Female,708.0,Self-Employed
48.0,43083.37,20828.54,Yes,Masters,Male,675.0,Employed
55.0,81589.46,14446.53,Yes,Bachelors,Male,762.0,Employed
37.0,87919.1,11783.41,No,Masters,Male,693.0,Employed
36.0,51007.07,14596.01,Yes,Bachelors,Male,718.0,Employed
39.0,65273.17,9493.06,Yes,Bachelors,Male,634.0,Unemployed
50.0,73726.4,25066.61,Yes,Bachelors,Female,703.0,Employed
29.0,81409.16,18277.58,No,High School,Female,702.0,Self-Employed
40.0,50231.21,14936.88,No,Bachelors,Male,674.0,Employed
48.0,93140.13,22082.29,No,Masters,Female,705.0,Employed
43.0,29413.04,13974.78,Yes,Masters,Male,596.0,Employed
40.0,96474.91,14832.69,Yes,Masters,Female,662.0,Self-Employed
48.0,81005.35,11479.24,No,Bachelors,Male,636.0,Unemployed
11.0,57564.57,10297.26,Yes,Masters,Male,758.0,Employed
45.0,87288.12,16054.13,Yes,Masters,Male,719.0,Employed
31.0,49044.02,20320.09,Yes,Bachelors,Male,591.0,Employed
20.0,72298.72,10608.66,Yes,Bachelors,Female,770.0,Employed
43.0,74770.1,13803.64,Yes,Bachelors,Male,,Employed
52.0,74722.7,13982.2,Yes,High School,Female,715.0,Employed
37.0,53205.65,18857.74,Yes,High School,Female,737.0,Employed
48.0,60078.46,12842.82,Yes,Masters,Male,714.0,Employed
54.0,72534.9,18765.62,Yes,Bachelors,Female,702.0,Employed
51.0,55465.13,18577.1,Yes,Bachelors,Male,724.0,Employed
54.0,75429.06,11690.18,No,Bachelors,Male,723.0,Employed
45.0,57717.48,13534.8,Yes,Masters,Male,679.0,Employed
39.0,90000.0,15402.4,No,PhD,Male,757.0,Self-Employed
22.0,101253.7,12815.0,Yes,High School,Female,680.0,Employed
36.0,64050.72,10525.75,Yes,Masters,Male,705.0,Employed
30.0,88405.18,22412.05,Yes,Bachelors,Female,762.0,Employed
60.0,65753.91,6086.77,Yes,Masters,Female,774.0,Employed
36.0,51271.38,16164.05,Yes,Masters,Female,767.0,Employed
39.0,61485.65,21822.67,No,High School,Male,635.0,Self-Employed
44.0,71711.39,10971.47,Yes,Bachelors,Male,711.0,Employed
38.0,34260.85,15131.75,No,Bachelors,Female,,Unemployed
55.0,82513.14,19513.93,Yes,Bachelors,Female,668.0,Employed
32.0,71720.42,-212.34,Yes,Bachelors,Female,688.0,Self-Employed
40.0,90010.88,14748.04,No,Bachelors,Male,706.0,Unemployed
31.0,82162.75,7138.56,Yes,Masters,Female,692.0,Employed
25.0,72398.97,19816.71,No,Bachelors,Female,588.0,Employed
32.0,62883.3,11037.85,Yes,PhD,Male,733.0,Employed
38.0,100457.23,23922.25,Yes,High School,Female,715.0,Employed
34.0,113397.45,10225.34,Yes,High School,Female,782.0,Employed
31.0,63217.01,17248.25,No,Bachelors,Female,716.0,Employed
24.0,90845.87,10618.07,Yes,PhD,Male,626.0,Employed
37.0,55865.01,13813.51,Yes,High School,Male,652.0,Employed
,,14978.69,Yes,Masters,Female,635.0,Employed
46.0,62275.1,15128.98,Yes,Bachelors,Female,707.0,Employed
39.0,83693.65,23274.26,Yes,Bachelors,Female,799.0,Self-Employed
23.0,48501.73,22136.69,Yes,Bachelors,Male,745.0,Self-Employed
35.0,100999.28,11253.1,Yes,High School,Male,727.0,Unemployed
30.0,88757.45,15214.25,Yes,Bachelors,Female,665.0,Self-Employed
41.0,83230.3,9181.44,No,Masters,Male,741.0,Employed
51.0,64123.71,8043.3,Yes,Bachelors,Female,705.0,Employed
19.0,86589.75,11665.45,Yes,High School,Female,733.0,Unemployed
39.0,11652.74,23416.66,Yes,Bachelors,Female,746.0,Employed
36.0,78818.03,6562.03,Yes,Masters,Female,697.0,Unemployed
45.0,,17881.52,Yes,High School,Female,734.0,Employed
40.0,32275.69,17301.67,Yes,Masters,Male,812.0,Employed
30.0,78125.06,11283.95,No,Masters,Male,783.0,Employed
35.0,81817.83,18224.93,Yes,Bachelors,Male,765.0,Employed
30.0,32925.35,18202.15,No,Bachelors,Male,839.0,Unemployed
49.0,46264.57,14812.64,Yes,Bachelors,Male,,Self-Employed
38.0,111287.78,14248.05,Yes,High School,Female,796.0,Employed
57.0,66272.93,13772.42,Yes,Masters,Male,668.0,Employed
37.0,89512.52,10780.35,No,Masters,Female,661.0,Unemployed
31.0,92536.04,15826.96,Yes,Bachelors,Male,657.0,Employed
23.0,77878.74,12474.44,Yes,Masters,Male,763.0,Employed
20.0,90344.83,15807.62,Yes,PhD,Female,758.0,Employed
22.0,27742.23,11949.71,Yes,PhD,Male,743.0,Self-Employed
41.0,65389.41,11713.61,Yes,Bachelors,Female,667.0,Employed
43.0,8388.03,12276.31,Yes,Masters,Male,768.0,Employed
22.0,35078.13,21345.07,No,Bachelors,Male,705.0,Employed
47.0,59079.71,8113.06,Yes,High School,Female,709.0,Self-Employed
33.0,56692.31,23862.92,Yes,Bachelors,Female,756.0,Employed
39.0,70828.21,18840.41,Yes,High School,Male,712.0,Unemployed
54.0,69586.99,7184.85,Yes,Masters,Female,715.0,Unemployed
47.0,72674.85,12108.51,Yes,Bachelors,Female,649.0,Self-Employed
35.0,73494.19,6887.0,Yes,Bachelors,Male,644.0,Self-Employed
29.0,76658.45,18234.27,Yes,Bachelors,Female,771.0,Employed
16.0,50819.11,21383.23,Yes,Bachelors,Male,736.0,Employed
31.0,55504.15,16145.96,Yes,Bachelors,Male,674.0,Unemployed
36.0,69262.44,21095.27,Yes,Bachelors,Female,737.0,Self-Employed
28.0,69573.14,15918.37,Yes,Masters,Female,721.0,Employed
37.0,48361.45,19854.9,Yes,Bachelors,Female,659.0,Employed
39.0,91631.19,16459.88,Yes,Bachelors,Female,715.0,Employed
36.0,84496.01,15070.22,Yes,Bachelors,Female,734.0,Self-Employed
31.0,52805.67,18868.32,Yes,Bachelors,Female,636.0,Employed
40.0,,14218.39,Yes,High School,Female,764.0,Unemployed
42.0,,22284.71,Yes,Bachelors,Male,730.0,Employed
27.0,73211.54,13422.71,Yes,Bachelors,Female,,Self-Employed
52.0,77913.72,17835.81,Yes,Masters,Male,784.0,Employed
37.0,57821.29,11466.67,No,Masters,Male,801.0,Employed
38.0,63737.76,7134.0,No,Bachelors,Male,685.0,Employed
45.0,100226.52,16789.77,No,Bachelors,Male,750.0,Employed
40.0,72265.89,5980.07,Yes,Masters,Male,724.0,Employed
48.0,68581.44,25745.82,No,Bachelors,Male,797.0,Employed
41.0,70152.82,13229.19,Yes,Masters,Male,788.0,Unemployed
32.0,120907.66,14611.16,Yes,Bachelors,Male,804.0,Employed
42.0,70796.15,13449.83,No,High School,Male,708.0,Employed
27.0,53398.47,15703.87,No,Bachelors,Male,659.0,Self-Employed
39.0,56892.98,16700.93,Yes,PhD,Female,675.0,Self-Employed
38.0,85615.12,10800.61,No,Bachelors,Male,741.0,Employed
36.0,41430.38,2229.43,Yes,Bachelors,Female,659.0,Employed
37.0,79011.66,9496.11,Yes,High School,Female,731.0,Employed
19.0,55523.65,12573.75,No,High School,Female,710.0,Employed
33.0,32824.61,16401.11,Yes,High School,Female,606.0,Employed
39.0,50398.56,15917.78,Yes,PhD,Male,733.0,Employed
40.0,70550.68,18766.13,No,Masters,Female,754.0,Employed
,97903.35,6785.4,No,Bachelors,Female,780.0,Unemployed
51.0,88266.59,10536.21,Yes,Bachelors,Female,693.0,Employed
29.0,64126.2,12795.23,No,Bachelors,Male,,Employed
48.0,89443.74,22620.57,No,High School,Female,701.0,Unemployed
42.0,62864.4,28602.56,Yes,High School,Female,660.0,Unemployed
32.0,40669.77,8257.75,Yes,High School,Male,747.0,Employed
56.0,70421.75,20458.12,Yes,Bachelors,Female,726.0,Employed
26.0,39881.32,15434.46,No,High School,Female,660.0,Employed
47.0,85828.17,17780.91,Yes,High School,Male,699.0,Employed
48.0,86117.6,8378.02,Yes,Masters,Male,798.0,Unemployed
31.0,52400.6,21775.26,Yes,PhD,Male,717.0,Self-Employed
52.0,72911.95,3894.52,Yes,Masters,Female,684.0,Employed
35.0,72720.98,8426.49,Yes,Masters,Male,694.0,Unemployed
41.0,87439.27,13651.08,Yes,Masters,Male,729.0,Employed
41.0,45098.63,12033.81,Yes,Masters,Male,811.0,Employed
37.0,81989.75,15129.13,No,Bachelors,Male,667.0,Self-Employed
46.0,43664.61,11576.48,No,Bachelors,Female,791.0,Employed
46.0,85543.77,13216.8,Yes,Bachelors,Male,705.0,Employed
21.0,91253.95,14077.99,Yes,Masters,Male,784.0,Self-Employed
51.0,56608.17,13883.29,No,Bachelors,Male,662.0,Unemployed
21.0,94382.58,15742.91,No,Masters,Male,798.0,Unemployed
48.0,38519.34,19480.42,Yes,High School,Male,809.0,Self-Employed
,91991.67,11232.14,Yes,Masters,Female,813.0,Self-Employed
27.0,98769.12,21738.48,Yes,Bachelors,Male,720.0,Employed
34.0,76916.3,15245.89,Yes,Bachelors,Female,720.0,Employed
27.0,66089.48,21305.21,Yes,High School,Male,683.0,Employed
36.0,76248.4,13287.46,Yes,Bachelors,Female,671.0,Employed
35.0,57924.83,10668.8,No,Masters,Female,765.0,Employed
46.0,122492.53,15401.16,Yes,Masters,Female,721.0,Employed
51.0,58269.37,27819.51,Yes,Masters,Male,744.0,Employed
52.0,96348.02,8174.2,Yes,PhD,Male,741.0,Employed
32.0,55175.45,18386.62,No,Masters,Male,655.0,Employed
36.0,101936.17,15887.27,Yes,Bachelors,Male,,Unemployed
21.0,110246.57,17020.01,No,PhD,Female,759.0,Self-Employed
30.0,77719.82,8971.23,Yes,High School,Female,742.0,Employed
48.0,75733.15,17285.67,No,Masters,Male,,Employed
54.0,50868.42,16477.2,Yes,Masters,Male,740.0,Employed
26.0,48486.65,7582.19,Yes,Masters,Male,792.0,Employed
32.0,75958.29,15656.24,Yes,Bachelors,Male,766.0,Self-Employed
38.0,99163.85,13785.18,Yes,Bachelors,Female,733.0,Employed
,59035.95,13230.77,No,Bachelors,Female,742.0,Employed
30.0,114158.58,14771.84,Yes,PhD,Female,794.0,Self-Employed
42.0,57797.08,20438.37,No,Masters,Female,699.0,Employed
,74587.84,17290.72,Yes,Bachelors,Male,732.0,Employed
38.0,74640.33,9783.03,Yes,Masters,Female,719.0,Unemployed
43.0,67969.31,17485.54,No,PhD,Male,688.0,Employed
38.0,29123.45,14778.45,Yes,High School,Male,710.0,Self-Employed
34.0,57618.54,11918.77,No,High School,Female,669.0,Employed
37.0,73992.79,8801.56,Yes,Masters,Female,773.0,Employed
37.0,68080.3,19034.97,Yes,High School,Male,698.0,Employed
34.0,82724.05,12147.55,No,High School,Female,731.0,Employed
35.0,85136.72,19540.36,No,High School,Male,772.0,Self-Employed
54.0,65198.43,9617.35,Yes,Bachelors,Male,789.0,Employed
44.0,50751.39,24973.86,No,Bachelors,Female,723.0,Employed
35.0,100966.35,28168.65,Yes,High School,Female,715.0,Employed
45.0,42890.75,17711.44,No,Bachelors,Male,755.0,Employed
35.0,58093.86,21482.14,Yes,Masters,Male,741.0,Self-Employed
50.0,53000.8,12733.0,Yes,Bachelors,Female,663.0,Employed
42.0,84929.15,12238.51,Yes,High School,Male,802.0,Self-Employed
37.0,96340.44,20970.32,Yes,Masters,Male,732.0,Self-Employed
42.0,66526.13,15757.01,Yes,High School,Male,761.0,Unemployed
22.0,74595.54,8139.85,Yes,Masters,Female,738.0,Unemployed
27.0,78575.44,15386.44,Yes,Bachelors,Female,746.0,Employed
26.0,106080.08,8890.64,Yes,Masters,Female,712.0,Employed
39.0,34528.53,14074.22,Yes,Bachelors,Female,755.0,Employed
55.0,84884.44,20244.13,Yes,Bachelors,Male,754.0,Self-Employed
60.0,77530.49,22297.07,Yes,High School,Female,763.0,Employed
44.0,62583.21,16381.38,Yes,High School,Male,652.0,Employed
43.0,76524.53,21690.16,No,Bachelors,Female,659.0,Self-Employed
,84816.58,12700.29,Yes,High School,Male,726.0,Employed
33.0,81663.25,23503.46,Yes,Masters,Female,700.0,Employed
30.0,113170.01,11385.26,Yes,Bachelors,Male,782.0,Employed
32.0,72549.63,10954.0,Yes,Bachelors,Male,676.0,Employed
36.0,70538.1,12695.53,Yes,High School,Female,765.0,Employed
33.0,66374.02,11262.79,No,Bachelors,Male,637.0,Employed
18.0,81059.58,17587.1,Yes,Masters,Male,644.0,Employed
45.0,69358.83,21261.3,No,PhD,Female,719.0,Employed
27.0,70264.18,15077.54,Yes,Bachelors,Female,738.0,Employed
40.0,70356.6,16556.5,No,Bachelors,Male,752.0,Employed
59.0,,8087.82,Yes,Bachelors,Male,769.0,Employed
29.0,57826.54,15481.31,No,PhD,Female,736.0,Employed
13.0,78362.13,23853.69,No,High School,Female,716.0,Self-Employed
35.0,64299.05,,Yes,PhD,Female,680.0,Employed
49.0,82273.59,9526.12,No,Masters,Female,631.0,Employed
58.0,72215.35,12809.28,No,PhD,Female,754.0,Employed
26.0,62268.5,32032.67,Yes,High School,Male,676.0,Self-Employed
43.0,101296.61,17090.5,Yes,Masters,Female,727.0,Employed
33.0,67953.75,22576.53,Yes,Bachelors,Male,763.0,Employed
37.0,82456.46,22968.87,No,Bachelors,Female,871.0,Employed
64.0,56000.34,9421.32,No,Bachelors,Male,716.0,Employed
23.0,29489.21,18619.39,Yes,Bachelors,Male,664.0,Employed
41.0,58660.02,15936.44,Yes,High School,Female,728.0,Employed
43.0,27251.03,23708.34,Yes,Masters,Male,629.0,Unemployed
49.0,65262.74,24810.77,No,Bachelors,Male,712.0,Unemployed
39.0,99372.94,10841.14,Yes,Bachelors,Female,721.0,Employed
41.0,51894.3,32207.6,No,High School,Female,728.0,Employed
34.0,27879.12,15845.15,Yes,Masters,Male,780.0,Employed
41.0,100005.14,18161.48,Yes,Masters,Male,756.0,Employed
35.0,60492.9,1738.77,Yes,Bachelors,Male,685.0,Employed
44.0,69685.23,20041.55,Yes,PhD,Male,787.0,Self-Employed
34.0,85765.6,4229.26,Yes,Masters,Female,784.0,Self-Employed
42.0,80463.46,14280.37,No,Bachelors,Female,678.0,Self-Employed
38.0,85010.25,,Yes,Bachelors,Female,638.0,Employed
49.0,88008.58,17330.62,Yes,Bachelors,Male,610.0,Employed
37.0,35077.71,15896.63,No,High School,Male,751.0,Employed
20.0,41713.05,17934.7,Yes,PhD,Male,771.0,Self-Employed
51.0,,21229.66,No,High School,Female,700.0,Employed
29.0,54365.22,9980.17,Yes,Masters,Male,719.0,Employed
31.0,56547.08,13977.97,No,Bachelors,Female,747.0,Employed
32.0,44743.15,10772.82,No,Bachelors,Female,735.0,Employed
52.0,61901.04,,Yes,Masters,Female,739.0,Employed
17.0,63013.68,24663.45,Yes,Bachelors,Male,826.0,Employed
69.0,51250.79,8655.38,Yes,High School,Male,,Employed
49.0,48938.35,10889.53,Yes,Bachelors,Female,729.0,Employed
40.0,76373.26,25971.31,No,High School,Female,692.0,Employed
37.0,53846.61,14365.82,No,Masters,Male,775.0,Employed
41.0,57873.75,14677.76,Yes,Bachelors,Male,796.0,Employed
43.0,26274.43,17002.61,Yes,Masters,Male,732.0,Employed
44.0,108764.0,,Yes,Bachelors,Male,739.0,Employed
44.0,88836.48,10389.65,No,Bachelors,Female,789.0,Employed
,60103.88,11916.91,Yes,Masters,Male,700.0,Self-Employed
36.0,52018.38,20211.11,Yes,Masters,Male,736.0,Employed
36.0,70217.78,18357.83,Yes,Bachelors,Male,639.0,Unemployed
36.0,69669.33,11848.77,Yes,Masters,Female,727.0,Self-Employed
49.0,44480.67,14332.45,Yes,Bachelors,Male,710.0,Employed
44.0,18989.28,18897.19,Yes,PhD,Male,780.0,Employed
9.0,59478.48,3075.72,No,PhD,Male,711.0,Employed
45.0,38732.51,16511.24,Yes,Bachelors,Female,704.0,Employed
40.0,73427.6,18789.76,Yes,Bachelors,Male,800.0,Employed
38.0,73561.63,10407.83,Yes,High School,Female,710.0,Unemployed
34.0,50535.75,18250.63,Yes,Bachelors,Male,752.0,Unemployed
49.0,59308.31,15075.0,Yes,High School,Female,791.0,Unemployed
47.0,105260.83,24053.49,Yes,Bachelors,Female,691.0,Employed
30.0,85502.57,12384.69,No,Bachelors,Male,763.0,Employed
42.0,60954.94,17954.47,Yes,Masters,Female,683.0,Employed
28.0,115839.19,7650.14,Yes,High School,Male,753.0,Employed
24.0,46061.25,15376.0,Yes,Bachelors,Female,,Employed
32.0,53746.11,19076.48,Yes,High School,Female,693.0,Employed
47.0,67789.72,12372.98,Yes,Masters,Male,607.0,Employed
48.0,39379.86,20597.97,Yes,Masters,Female,667.0,Employed
43.0,105806.18,19600.97,Yes,Bachelors,Female,728.0,Self-Employed
45.0,73663.04,15719.11,No,Bachelors,Female,667.0,Employed
43.0,54201.02,13643.67,Yes,Masters,Male,699.0,Employed
32.0,78955.74,-419.89,Yes,Bachelors,Male,746.0,Employed
,72921.12,11756.88,Yes,PhD,Male,706.0,Self-Employed
46.0,63906.98,20504.04,Yes,Masters,Male,724.0,Employed
46.0,45829.7,13633.0,No,Bachelors,Male,687.0,Unemployed
50.0,41275.76,17259.41,No,High School,Male,814.0,Employed
45.0,113736.02,12680.01,Yes,Masters,Male,684.0,Self-Employed
42.0,42945.3,7865.66,Yes,Bachelors,Female,718.0,Self-Employed
49.0,103959.31,18739.36,Yes,Masters,Male,747.0,Employed
38.0,53104.82,8858.38,Yes,PhD,Male,668.0,Employed
29.0,85800.65,13688.73,Yes,Masters,Male,721.0,Employed
36.0,79308.66,16821.8,Yes,Bachelors,Male,710.0,Self-Employed
31.0,83308.37,11608.76,No,Masters,Female,759.0,Employed
31.0,84640.29,22851.82,Yes,Bachelors,Female,722.0,Employed
37.0,37768.69,24861.54,No,Bachelors,Male,691.0,Employed
30.0,56473.08,10952.21,Yes,High School,Male,735.0,Employed
35.0,42639.04,11148.5,Yes,Bachelors,Male,776.0,Employed
19.0,73786.02,12807.49,Yes,Bachelors,Female,705.0,Employed
40.0,43533.11,20765.24,Yes,Bachelors,Female,723.0,Employed
38.0,30379.06,17429.67,Yes,Masters,Male,716.0,Employed
30.0,65250.45,18754.96,Yes,Bachelors,Female,740.0,Employed
45.0,25818.42,21576.63,Yes,Bachelors,Female,682.0,Employed
47.0,75174.76,10472.2,Yes,Masters,Female,813.0,Employed
22.0,44847.41,17513.7,No,PhD,Female,788.0,Employed
30.0,53188.41,15256.58,Yes,Bachelors,Female,703.0,Employed
30.0,24391.68,17150.48,No,Masters,Male,826.0,Employed
29.0,103002.04,20745.72,Yes,PhD,Male,598.0,Self-Employed
46.0,40741.7,14241.47,Yes,Bachelors,Male,763.0,Employed
36.0,62719.98,11516.26,Yes,Masters,Male,905.0,Employed
35.0,34165.23,9744.49,Yes,Masters,Female,708.0,Self-Employed
18.0,53286.64,,No,Masters,Female,764.0,Self-Employed
44.0,105036.44,14789.88,Yes,High School,Male,765.0,Employed
,75949.53,8160.75,No,Masters,Female,709.0,Self-Employed
39.0,55527.38,21914.96,Yes,High School,Female,748.0,Employed
41.0,69316.53,6450.34,No,PhD,Male,805.0,Employed
52.0,58788.82,7250.42,No,Bachelors,Male,677.0,Self-Employed
25.0,68151.59,13420.05,Yes,Bachelors,Male,746.0,Unemployed
8.0,84877.37,12265.8,Yes,Masters,Male,768.0,Self-Employed
40.0,,16559.66,No,Bachelors,Male,687.0,Self-Employed
56.0,74399.83,,Yes,Bachelors,Male,726.0,Employed
50.0,74729.91,16630.37,Yes,Bachelors,Male,746.0,Employed
40.0,63477.09,21392.04,Yes,Masters,Female,686.0,Employed
33.0,55281.48,10090.43,Yes,High School,Male,795.0,Employed
46.0,59496.33,13108.17,Yes,Masters,Male,735.0,Employed
28.0,83983.71,10992.24,Yes,High School,Male,687.0,Employed
43.0,85648.33,16601.91,Yes,High School,Female,665.0,Self-Employed
43.0,47244.11,9622.68,No,Bachelors,Male,708.0,Employed
49.0,64780.21,8996.02,Yes,Bachelors,Female,706.0,Employed
66.0,54941.56,14244.47,Yes,Bachelors,Male,742.0,Employed
42.0,85999.05,16685.16,No,Masters,Female,662.0,Employed
33.0,60575.94,15752.44,Yes,Bachelors,Male,690.0,Employed
38.0,114018.48,12802.02,Yes,Masters,Female,798.0,Employed
20.0,74357.95,18341.65,Yes,Bachelors,Female,645.0,Self-Employed
31.0,93639.93,16151.83,Yes,Masters,Male,692.0,Employed
34.0,49707.78,9154.02,Yes,PhD,Male,661.0,Employed
33.0,70234.44,1620.7,Yes,Bachelors,Male,732.0,Employed
40.0,82323.46,17608.13,Yes,Bachelors,Female,757.0,Self-Employed
30.0,49334.0,13717.12,Yes,Masters,Female,900.0,Unemployed
49.0,70406.85,9450.26,Yes,Bachelors,Male,770.0,Employed
38.0,91037.18,23126.81,No,Masters,Female,661.0,Employed
38.0,63451.0,23074.35,No,High School,Female,749.0,Unemployed
35.0,52964.95,21367.8,Yes,Bachelors,Male,716.0,Employed
40.0,106059.19,16130.94,Yes,Masters,Female,698.0,Employed
46.0,46565.09,-821.79,Yes,Bachelors,Female,721.0,Employed
29.0,73117.81,20876.33,Yes,Bachelors,Female,765.0,Employed
31.0,55834.47,10397.23,No,Bachelors,Male,762.0,Employed
35.0,51263.32,12204.21,Yes,Bachelors,Female,653.0,Self-Employed
25.0,84833.14,19496.1,Yes,Masters,Male,722.0,Self-Employed
30.0,65889.28,25159.07,Yes,Bachelors,Female,670.0,Employed
33.0,78117.73,22705.4,Yes,Masters,Male,728.0,Employed
47.0,24897.09,15863.3,No,Bachelors,Female,698.0,Employed
41.0,80062.4,18694.77,No,Bachelors,Female,761.0,Employed
40.0,55588.08,9471.38,No,Bachelors,Female,706.0,Employed
47.0,32422.96,6887.04,No,Masters,Female,685.0,Self-Employed
37.0,107694.79,20399.87,Yes,Bachelors,Female,723.0,Employed
42.0,82020.27,16612.95,Yes,Masters,Female,719.0,Unemployed
37.0,74545.55,7758.42,Yes,Masters,Female,712.0,Employed
41.0,94988.38,,Yes,Masters,Female,698.0,Self-Employed
32.0,74951.39,18084.74,Yes,Masters,Female,597.0,Employed
14.0,54027.72,19533.92,No,Bachelors,Male,817.0,Employed
37.0,66500.65,18140.85,Yes,Bachelors,Male,653.0,Employed
52.0,56432.68,13184.09,Yes,PhD,Male,732.0,Employed
47.0,59992.94,10758.34,Yes,Bachelors,Male,739.0,Employed
48.0,44845.93,15585.6,Yes,Bachelors,Female,,Self-Employed
50.0,50599.59,19010.7,Yes,Bachelors,Female,836.0,Employed
39.0,87891.71,19526.24,Yes,Bachelors,Female,740.0,Employed
40.0,76641.51,22901.62,Yes,Masters,Female,669.0,Self-Employed
32.0,59939.74,15175.02,Yes,Masters,Female,670.0,Self-Employed
35.0,49439.36,9448.59,Yes,Bachelors,Female,689.0,Self-Employed
44.0,61892.06,20432.49,Yes,High School,Male,719.0,Employed
50.0,36323.0,15414.87,Yes,Bachelors,Male,697.0,Employed
37.0,72532.61,8586.5,Yes,Masters,Male,672.0,Employed
33.0,88909.43,18118.59,No,Bachelors,Male,724.0,Employed
38.0,117339.45,22059.37,No,High School,Female,678.0,Employed
44.0,,16915.14,No,PhD,Female,789.0,Employed
24.0,88076.05,22120.38,No,Bachelors,Female,678.0,Employed
15.0,55855.77,12577.42,Yes,High School,Female,686.0,Employed
32.0,47430.87,11362.3,Yes,High School,Female,726.0,Employed
26.0,47422.04,19272.62,Yes,Masters,Female,655.0,Self-Employed
33.0,72814.71,13236.23,No,Masters,Male,701.0,Self-Employed
37.0,51384.13,21026.02,Yes,Masters,Female,645.0,Self-Employed
33.0,57863.08,15853.83,No,Masters,Male,717.0,Employed
53.0,61191.97,21093.54,Yes,PhD,Male,679.0,Unemployed
41.0,55200.64,18156.35,Yes,Bachelors,Female,695.0,Unemployed
41.0,53748.31,10499.73,No,High School,Female,,Employed
44.0,21416.8,5042.41,Yes,Masters,Male,700.0,Employed
27.0,71739.07,18909.69,No,Bachelors,Male,757.0,Employed
48.0,71353.43,17825.75,Yes,Masters,Female,671.0,Employed
37.0,54053.1,9910.18,Yes,Bachelors,Female,696.0,Unemployed
45.0,77207.69,18992.89,Yes,Bachelors,Male,704.0,Self-Employed
27.0,97938.15,21953.05,Yes,High School,Male,760.0,Unemployed
22.0,70471.6,11463.41,Yes,Bachelors,Male,773.0,Employed
46.0,96605.16,5332.35,Yes,Masters,Female,671.0,Self-Employed
42.0,114762.64,19853.1,No,High School,Female,700.0,Unemployed
29.0,,21362.11,No,Bachelors,Male,623.0,Unemployed
29.0,46235.28,11330.57,Yes,PhD,Male,720.0,Self-Employed
49.0,46338.74,18870.02,Yes,Masters,Female,722.0,Employed
26.0,61111.4,16658.08,Yes,Bachelors,Female,791.0,Employed
54.0,72574.3,14452.33,Yes,High School,Male,711.0,Employed
29.0,101733.04,17902.82,Yes,Bachelors,Male,714.0,Self-Employed
44.0,82544.82,12489.7,No,PhD,Female,,Self-Employed
35.0,45934.26,9493.3,Yes,Bachelors,Female,746.0,Employed
44.0,57766.85,17029.2,Yes,Bachelors,Male,733.0,Employed
33.0,69160.0,16340.62,Yes,PhD,Male,742.0,Unemployed
36.0,,2265.67,Yes,Masters,Male,827.0,Employed
38.0,70273.37,9094.24,No,Masters,Male,646.0,Employed
28.0,46231.29,11638.99,Yes,Bachelors,Female,583.0,Employed
45.0,36985.58,17624.62,No,Masters,Female,756.0,Employed
33.0,51060.29,7387.0,No,Masters,Female,718.0,Employed
36.0,78220.42,13401.88,Yes,Bachelors,Female,691.0,Self-Employed
,78082.31,24688.34,Yes,High School,Female,771.0,Employed
12.0,71933.08,15333.97,Yes,Bachelors,Male,729.0,Employed
36.0,89832.27,15645.45,No,Masters,Male,700.0,Employed
62.0,87711.66,14694.97,Yes,High School,Female,765.0,Employed
46.0,,19910.27,Yes,High School,Female,758.0,Self-Employed
38.0,71327.64,15208.67,Yes,High School,Male,753.0,Employed
35.0,72590.93,13900.5,Yes,PhD,Female,656.0,Employed
38.0,67047.1,15760.96,No,Bachelors,Female,679.0,Employed
43.0,26513.15,21628.76,Yes,Masters,Male,735.0,Employed
26.0,92709.7,17010.3,Yes,Bachelors,Male,744.0,Employed
49.0,77950.46,15287.39,Yes,Masters,Female,790.0,Employed
45.0,45673.45,20887.98,Yes,PhD,Female,691.0,Self-Employed
45.0,98556.33,,Yes,PhD,Female,720.0,Self-Employed
,58200.4,-1010.29,No,High School,Female,779.0,Employed
38.0,67844.62,17238.7,Yes,Masters,Male,713.0,Self-Employed
45.0,90471.51,17180.41,No,Masters,Male,728.0,Employed
44.0,74402.79,11888.88,Yes,High School,Male,718.0,Self-Employed
34.0,96707.52,13655.21,Yes,Masters,Female,748.0,Employed
32.0,62957.97,21289.76,Yes,Masters,Female,745.0,Employed
39.0,103823.46,17269.68,No,High School,Male,640.0,Unemployed
53.0,54443.94,22373.32,Yes,Bachelors,Female,752.0,Employed
26.0,96352.45,16342.79,Yes,PhD,Male,804.0,Unemployed
23.0,24697.82,14231.67,No,High School,Male,651.0,Employed
40.0,47996.16,18538.98,No,PhD,Male,737.0,Self-Employed
39.0,75959.32,,Yes,High School,Male,749.0,Unemployed
40.0,61991.09,17193.81,No,PhD,Male,654.0,Employed
40.0,68505.03,13848.54,Yes,Bachelors,Male,682.0,Employed
36.0,70833.02,12140.12,Yes,Bachelors,Female,686.0,Employed
53.0,46181.95,12328.25,Yes,High School,Female,731.0,Unemployed
22.0,47681.41,17599.68,Yes,Bachelors,Female,652.0,Self-Employed
30.0,74642.44,18247.43,Yes,High School,Male,686.0,Employed
37.0,56673.34,,Yes,Bachelors,Female,738.0,Employed
22.0,96820.68,11336.05,Yes,High School,Female,763.0,Employed
36.0,66161.06,7047.2,Yes,Masters,Male,722.0,Employed
55.0,84375.02,12508.48,Yes,Bachelors,Male,667.0,Employed
38.0,78857.03,11983.54,No,PhD,Male,706.0,Employed
40.0,57976.78,15740.62,Yes,Masters,Male,730.0,Unemployed
25.0,30393.42,15929.62,Yes,High School,Male,796.0,Employed
32.0,93698.83,25651.89,Yes,Bachelors,Female,741.0,Self-Employed
34.0,50421.82,16864.36,Yes,Masters,Female,824.0,Employed
35.0,61924.84,,No,High School,Male,761.0,Self-Employed
51.0,66983.15,7890.49,No,Masters,Male,781.0,Employed
44.0,,13326.03,No,Bachelors,Male,687.0,Self-Employed
27.0,89239.17,9583.42,Yes,Masters,Male,758.0,Employed
40.0,70116.48,17992.78,No,PhD,Male,729.0,Employed
43.0,67452.92,15260.69,Yes,Bachelors,Male,842.0,Employed
49.0,90369.12,13292.24,No,Bachelors,Male,703.0,Employed
54.0,82013.05,19782.22,Yes,Masters,Male,809.0,Employed
28.0,55288.59,13653.55,No,Masters,Female,806.0,Employed
30.0,47056.89,21669.83,Yes,Bachelors,Male,691.0,Unemployed
25.0,53526.0,21603.24,Yes,Bachelors,Male,736.0,Unemployed
36.0,69015.6,11821.74,Yes,Masters,Male,648.0,Self-Employed
43.0,45078.92,20567.45,Yes,Bachelors,Female,811.0,Employed
48.0,71815.06,15563.44,No,High School,Male,613.0,Employed
37.0,67416.03,13029.75,Yes,Bachelors,Female,639.0,Employed
35.0,19149.62,16974.08,Yes,Bachelors,Female,712.0,Employed
40.0,41876.5,7064.74,Yes,PhD,Female,673.0,Employed
30.0,12285.0,12310.45,No,High School,Female,670.0,Employed
59.0,63121.94,17088.94,No,Masters,Male,,Unemployed
22.0,91480.27,13528.38,Yes,Bachelors,Male,768.0,Employed
40.0,32186.84,20390.68,No,Bachelors,Female,770.0,Unemployed
58.0,43554.26,13009.66,Yes,Masters,Male,743.0,Self-Employed
38.0,66725.24,15607.37,Yes,Bachelors,Male,745.0,Self-Employed
36.0,48724.94,14398.48,Yes,Bachelors,Male,722.0,Employed
34.0,48626.54,7360.29,Yes,High School,Male,772.0,Self-Employed
36.0,80831.88,16961.9,No,Masters,Female,726.0,Employed
52.0,60102.09,16585.8,No,Bachelors,Female,681.0,Employed
16.0,40265.5,5336.42,No,Masters,Male,706.0,Employed
53.0,28245.68,2651.17,Yes,Masters,Male,732.0,Employed
24.0,114168.16,12732.52,No,Bachelors,Male,763.0,Self-Employed
35.0,92566.18,,Yes,High School,Female,736.0,Employed
34.0,60967.33,28591.69,No,Bachelors,Male,659.0,Employed
44.0,71757.16,5895.67,Yes,High School,Female,762.0,Employed
22.0,60229.38,23128.0,Yes,Masters,Female,702.0,Employed
43.0,80209.13,20807.66,Yes,Bachelors,Male,746.0,Employed
58.0,52915.71,12083.27,Yes,PhD,Male,641.0,Employed
,59136.54,24415.93,Yes,Bachelors,Male,749.0,Self-Employed
40.0,79108.02,17332.7,No,Bachelors,Male,769.0,Employed
31.0,99077.18,13862.65,Yes,Bachelors,Male,694.0,Employed
42.0,84828.3,6097.76,Yes,Masters,Male,740.0,Unemployed
38.0,94678.28,15510.42,Yes,Bachelors,Male,730.0,Employed
32.0,63751.65,15207.04,No,High School,Female,685.0,Self-Employed
43.0,57539.79,26194.02,No,Masters,Male,768.0,Employed
56.0,31232.38,10270.7,Yes,Bachelors,Female,709.0,Employed
36.0,71443.97,10569.53,Yes,High School,Male,700.0,Employed
45.0,77580.94,12446.66,No,High School,Female,750.0,Employed
25.0,63999.89,28281.0,No,Masters,Male,,Employed
28.0,54465.97,9247.51,Yes,Bachelors,Female,754.0,Employed
43.0,94868.07,21540.53,No,Masters,Female,728.0,Employed
53.0,82636.09,7211.06,No,Masters,Male,741.0,Self-Employed
42.0,96256.51,17158.26,Yes,Bachelors,Male,717.0,Employed
35.0,50928.42,15491.07,Yes,Bachelors,Male,687.0,Unemployed
38.0,55835.32,11501.34,No,Bachelors,Female,684.0,Employed
25.0,94063.54,18589.24,No,Bachelors,Male,687.0,Employed
44.0,69053.06,10997.84,No,Masters,Female,,Self-Employed
47.0,58617.92,6924.16,Yes,Bachelors,Female,874.0,Employed
33.0,60009.7,13441.89,Yes,Bachelors,Female,747.0,Self-Employed
33.0,69778.39,10413.46,Yes,High School,Male,684.0,Self-Employed
41.0,90059.04,16296.19,Yes,Bachelors,Male,771.0,Self-Employed
34.0,66789.74,13569.47,Yes,Masters,Male,814.0,Employed
37.0,85810.66,22820.12,Yes,PhD,Female,694.0,Employed
59.0,79347.56,13404.08,No,PhD,Male,697.0,Employed
36.0,52433.22,16378.7,No,Bachelors,Female,630.0,Self-Employed
34.0,52417.41,9189.07,Yes,Bachelors,Male,706.0,Employed
32.0,60994.67,12866.87,Yes,Masters,Female,760.0,Employed
45.0,43263.25,10441.85,Yes,Bachelors,Female,703.0,Unemployed
36.0,59717.22,20923.91,Yes,PhD,Female,668.0,Employed
32.0,100268.67,11212.14,Yes,Bachelors,Male,646.0,Self-Employed
51.0,69372.19,11748.0,Yes,Bachelors,Male,736.0,Self-Employed
52.0,54670.95,16494.17,Yes,Bachelors,Female,689.0,Self-Employed
32.0,108314.89,11431.46,Yes,High School,Male,821.0,Employed
19.0,51387.65,22048.26,Yes,Bachelors,Male,723.0,Self-Employed
48.0,50762.34,24788.69,Yes,High School,Female,681.0,Employed
31.0,94589.71,10512.81,No,High School,Female,764.0,Self-Employed
46.0,83226.36,19228.15,Yes,High School,Female,822.0,Employed
18.0,67398.82,10775.0,Yes,Masters,Male,810.0,Employed
47.0,86638.18,13217.13,Yes,Masters,Female,,Employed
26.0,76012.0,18450.87,Yes,Masters,Female,657.0,Employed
45.0,46276.15,15699.18,Yes,Masters,Male,655.0,Employed
38.0,22048.31,15831.72,No,Bachelors,Male,755.0,Self-Employed
28.0,58653.1,20491.53,Yes,Bachelors,Female,705.0,Employed
34.0,91698.5,20456.81,No,Masters,Male,686.0,Employed
45.0,61430.6,,Yes,High School,Female,761.0,Employed
39.0,79201.94,11827.72,Yes,High School,Male,676.0,Unemployed
44.0,73689.71,15004.61,Yes,Bachelors,Female,771.0,Employed
58.0,36129.99,9956.21,Yes,PhD,Female,670.0,Employed
22.0,61872.09,18930.23,Yes,High School,Female,703.0,Employed
54.0,77177.59,14058.75,Yes,Masters,Female,789.0,Self-Employed
39.0,54257.07,9472.25,No,PhD,Male,726.0,Employed
29.0,62749.24,21704.79,No,Masters,Male,668.0,Employed
25.0,77834.94,14930.22,No,Bachelors,Male,796.0,Self-Employed
36.0,71452.6,11259.88,Yes,Bachelors,Male,777.0,Employed
47.0,90938.19,20714.85,Yes,Masters,Male,792.0,Unemployed
37.0,77673.42,21287.49,Yes,PhD,Male,635.0,Employed
53.0,50883.0,5565.11,No,Bachelors,Female,,Employed
23.0,60449.07,20536.86,No,Masters,Female,685.0,Employed
38.0,70405.93,15788.76,Yes,Bachelors,Female,690.0,Employed
25.0,96768.3,19857.05,No,Masters,Male,752.0,Employed
42.0,60529.49,14660.25,Yes,Bachelors,Female,632.0,Self-Employed
47.0,35348.62,16896.18,Yes,PhD,Male,728.0,Employed
34.0,78811.34,13478.79,Yes,Masters,Female,797.0,Employed
12.0,,19961.4,Yes,Bachelors,Male,727.0,Employed
40.0,44293.97,11643.19,Yes,Masters,Male,775.0,Unemployed
42.0,70376.06,20131.02,No,PhD,Female,726.0,Employed
42.0,89457.35,15893.34,Yes,High School,Female,677.0,Employed
50.0,58522.39,18783.58,Yes,Masters,Female,816.0,Employed
27.0,79931.48,9953.71,Yes,PhD,Female,710.0,Employed
45.0,83638.27,17113.9,No,Bachelors,Female,657.0,Unemployed
50.0,,17666.03,No,High School,Female,651.0,Employed
20.0,55354.55,24271.58,Yes,Masters,Male,711.0,Employed
41.0,47578.36,18488.72,No,Bachelors,Female,764.0,Employed
33.0,50304.94,12059.32,Yes,Masters,Male,719.0,Self-Employed
37.0,85819.49,11852.44,Yes,High School,Female,645.0,Employed
41.0,83347.86,18805.56,No,Masters,Male,724.0,Employed
33.0,50856.99,12300.15,Yes,Bachelors,Female,775.0,Employed
31.0,112652.88,12402.65,Yes,Bachelors,Male,714.0,Employed
38.0,48472.72,10704.26,No,PhD,Female,793.0,Self-Employed
27.0,89989.28,15665.52,Yes,PhD,Male,678.0,Self-Employed
27.0,100393.31,16096.28,No,Masters,Female,765.0,Employed
45.0,72195.15,13369.22,No,High School,Male,744.0,Employed
27.0,54605.52,23475.01,Yes,Bachelors,Female,746.0,Employed
45.0,55042.44,17855.45,Yes,Bachelors,Male,742.0,Employed
43.0,64758.2,23791.29,Yes,PhD,Male,,Employed
21.0,91617.42,15654.32,Yes,Bachelors,Male,735.0,Employed
,46002.48,11335.88,Yes,Bachelors,Female,699.0,Employed
50.0,33224.68,10027.1,Yes,Masters,Female,734.0,Employed
28.0,77241.1,14384.85,Yes,PhD,Male,735.0,Employed
33.0,81632.26,18766.31,No,Masters,Female,708.0,Employed
43.0,109359.39,13514.31,Yes,PhD,Male,713.0,Employed
46.0,42353.62,19284.49,No,High School,Female,649.0,Unemployed
35.0,67303.87,22016.6,Yes,Bachelors,Male,723.0,Employed
32.0,93236.75,10966.58,Yes,High School,Female,750.0,Employed
52.0,72417.24,9502.51,Yes,Bachelors,Female,732.0,Self-Employed
55.0,66091.22,19740.84,Yes,PhD,Male,727.0,Employed
48.0,85798.11,16344.89,Yes,Masters,Male,648.0,Employed
39.0,58012.22,16627.32,No,Bachelors,Female,739.0,Self-Employed
30.0,87028.22,18486.81,No,Masters,Male,659.0,Self-Employed
30.0,44928.74,7370.3,Yes,Bachelors,Female,682.0,Employed
43.0,,17206.24,No,Masters,Male,662.0,Employed
42.0,64528.24,15902.36,Yes,Masters,Male,668.0,Employed
52.0,18734.2,17309.48,Yes,Bachelors,Male,727.0,Self-Employed
45.0,71693.99,10226.1,Yes,Bachelors,Female,652.0,Employed
23.0,35348.77,15403.29,Yes,Masters,Male,658.0,Unemployed
49.0,75648.41,12581.82,Yes,Bachelors,Female,799.0,Employed
28.0,73709.19,20218.58,Yes,Bachelors,Female,813.0,Employed
34.0,68640.75,14566.17,Yes,Bachelors,Male,770.0,Employed
41.0,78728.17,11999.75,Yes,Masters,Male,705.0,Unemployed
58.0,74083.95,10045.8,Yes,Masters,Male,777.0,Employed
69.0,64139.99,,Yes,High School,Female,747.0,Employed
44.0,106620.14,19905.98,Yes,High School,Male,623.0,Employed
36.0,77866.21,24617.03,No,Bachelors,Male,778.0,Self-Employed
43.0,85438.16,13389.69,Yes,Bachelors,Female,657.0,Unemployed
47.0,91461.59,9935.26,Yes,Bachelors,Female,694.0,Employed
35.0,83362.99,14370.27,Yes,Bachelors,Female,735.0,Employed
56.0,111256.66,11511.24,Yes,Bachelors,Female,735.0,Self-Employed
40.0,73320.14,11854.45,Yes,Bachelors,Male,739.0,Employed
43.0,69860.77,17372.11,Yes,Masters,Male,780.0,Employed
45.0,57008.56,20460.24,Yes,High School,Male,734.0,Unemployed
42.0,64874.52,17065.95,Yes,Bachelors,Female,728.0,Self-Employed
46.0,,15566.12,No,PhD,Male,797.0,Employed
32.0,83544.24,19102.62,Yes,High School,Female,716.0,Employed
32.0,51753.68,13862.62,Yes,High School,Male,714.0,Employed
27.0,71475.84,22249.61,Yes,Bachelors,Female,742.0,Employed
42.0,81190.94,29995.49,Yes,Masters,Male,820.0,Unemployed
46.0,73006.48,11851.89,Yes,High School,Female,686.0,Self-Employed
43.0,52081.7,21046.2,No,PhD,Female,634.0,Employed
55.0,83978.9,21054.01,Yes,Masters,Male,719.0,Employed
38.0,68293.21,17635.75,Yes,Bachelors,Female,790.0,Employed
45.0,12545.76,21432.01,Yes,High School,Male,749.0,Employed
27.0,50332.97,16774.04,No,High School,Male,694.0,Self-Employed
34.0,98022.64,18244.23,No,Bachelors,Male,720.0,Self-Employed
,99686.44,15409.78,No,PhD,Male,671.0,Employed
46.0,80522.22,15701.88,No,High School,Female,631.0,Employed
35.0,85681.38,18180.53,Yes,PhD,Male,706.0,Employed
37.0,54434.12,17106.58,Yes,Masters,Female,670.0,Employed
23.0,64797.11,9765.1,Yes,High School,Male,704.0,Employed
34.0,94707.33,17545.53,Yes,Bachelors,Female,646.0,Employed
47.0,78518.3,13772.27,No,High School,Female,806.0,Employed
44.0,71298.97,12220.0,No,Masters,Female,767.0,Employed
43.0,66263.83,19849.67,Yes,Masters,Male,693.0,Employed
38.0,93489.44,10330.65,Yes,PhD,Male,722.0,Employed
38.0,92440.64,13644.44,Yes,High School,Male,773.0,Employed
31.0,82993.44,9669.71,No,Bachelors,Female,735.0,Employed
,71325.5,12989.29,Yes,Bachelors,Male,703.0,Employed
42.0,62864.87,26964.24,Yes,PhD,Male,744.0,Unemployed
43.0,83860.27,11175.83,No,Masters,Female,707.0,Employed
33.0,47961.8,,No,PhD,Male,713.0,Unemployed
16.0,52108.6,21960.13,Yes,High School,Male,807.0,Self-Employed
49.0,40978.17,17192.55,Yes,Bachelors,Female,741.0,Employed
33.0,94704.6,14307.17,Yes,Bachelors,Male,716.0,Unemployed
29.0,55586.67,11535.48,No,Masters,Female,670.0,Employed
45.0,78080.16,18367.82,Yes,High School,Female,747.0,Employed
34.0,67488.85,13380.5,Yes,PhD,Male,772.0,Employed
,127950.78,25873.43,No,Masters,Female,778.0,Employed
44.0,78838.11,13587.03,No,Bachelors,Male,848.0,Employed
45.0,32757.18,23449.98,No,High School,Male,671.0,Unemployed
24.0,93508.72,19387.95,No,High School,Male,620.0,Employed
50.0,62256.98,19345.01,No,Masters,Male,770.0,Unemployed
41.0,65981.44,14208.88,No,Masters,Female,,Employed
34.0,56549.75,12702.87,No,Bachelors,Female,662.0,Unemployed
39.0,73912.25,13700.39,Yes,Masters,Male,748.0,Employed
20.0,73650.26,20227.26,Yes,Masters,Female,736.0,Self-Employed
42.0,57090.46,17620.78,Yes,Masters,Female,,Employed
28.0,59837.11,5670.18,Yes,Bachelors,Male,679.0,Employed
24.0,72025.72,8557.41,No,Bachelors,Male,,Self-Employed
23.0,23145.37,14324.12,Yes,Masters,Male,696.0,Employed
49.0,41170.05,,Yes,Bachelors,Female,726.0,Employed
32.0,103399.84,13854.02,No,PhD,Female,670.0,Employed
53.0,76556.42,12486.33,No,PhD,Female,676.0,Employed
33.0,59501.82,10079.06,Yes,Bachelors,Male,643.0,Employed
21.0,36078.34,19565.07,Yes,Bachelors,Female,738.0,Self-Employed
,68873.68,15497.58,Yes,High School,Male,688.0,Employed
50.0,89703.84,23402.29,No,Bachelors,Female,,Self-Employed
36.0,122784.12,8501.46,Yes,Masters,Male,610.0,Unemployed
33.0,107841.13,18456.11,Yes,Masters,Female,651.0,Employed
40.0,52261.24,17738.38,Yes,High School,Female,711.0,Self-Employed
43.0,60084.01,19235.72,Yes,Bachelors,Female,686.0,Employed
49.0,40570.02,19133.33,No,Masters,Female,666.0,Employed
52.0,53166.9,12464.79,Yes,Masters,Male,706.0,Unemployed
34.0,65743.14,14096.77,Yes,Masters,Female,706.0,Employed
25.0,62657.26,15832.06,No,Masters,Male,764.0,Employed
34.0,111091.35,9985.88,No,Masters,Male,733.0,Self-Employed
41.0,43692.86,20158.21,No,Bachelors,Female,,Self-Employed
28.0,69098.11,,Yes,Bachelors,Male,797.0,Employed
28.0,28730.8,9188.69,Yes,Bachelors,Female,688.0,Employed
41.0,76617.82,6609.51,Yes,Bachelors,Male,,Employed
38.0,43165.89,20498.8,No,Bachelors,Male,,Employed
38.0,92052.53,16078.05,No,Masters,Male,718.0,Employed
30.0,64179.48,12335.35,Yes,Bachelors,Female,746.0,Employed
36.0,41960.31,15481.56,No,Bachelors,Male,730.0,Employed
29.0,27945.96,16321.23,Yes,Masters,Female,717.0,Employed
47.0,50427.25,8801.92,Yes,Bachelors,Female,733.0,Self-Employed
48.0,74787.62,15729.76,Yes,Bachelors,Male,736.0,Employed
20.0,78430.27,21943.95,No,Masters,Male,771.0,Self-Employed
29.0,60031.24,22824.76,Yes,High School,Female,668.0,Employed
23.0,88515.94,19266.54,No,Bachelors,Female,758.0,Employed
31.0,47285.14,16291.48,No,Masters,Male,662.0,Employed
37.0,11458.8,19622.74,No,High School,Female,716.0,Self-Employed
24.0,75651.07,18528.56,Yes,Bachelors,Male,733.0,Employed
29.0,95801.92,9380.23,Yes,Masters,Female,594.0,Unemployed
28.0,95986.67,10431.71,Yes,Bachelors,Male,705.0,Self-Employed
40.0,44003.82,18173.28,Yes,Bachelors,Female,742.0,Employed
39.0,59106.14,11657.46,Yes,High School,Female,715.0,Employed
31.0,84476.4,9873.84,Yes,PhD,Female,674.0,Employed
40.0,57457.88,21446.85,Yes,PhD,Male,756.0,Unemployed
33.0,72107.7,15313.64,No,Bachelors,Male,680.0,Employed
35.0,55671.2,14675.3,Yes,High School,Male,730.0,Employed
55.0,48212.22,8985.3,No,High School,Female,714.0,Employed
51.0,52072.53,12756.55,No,PhD,Female,716.0,Employed
25.0,89114.5,13282.86,Yes,Bachelors,Female,728.0,Employed
46.0,70275.66,10474.4,No,Bachelors,Male,689.0,Employed
46.0,95437.63,8922.67,Yes,Bachelors,Male,765.0,Employed
27.0,80408.41,23739.54,Yes,Bachelors,Male,679.0,Unemployed
46.0,102129.3,22047.01,Yes,Masters,Female,762.0,Employed
53.0,86361.36,14475.13,Yes,Bachelors,Female,701.0,Self-Employed
27.0,,8361.97,Yes,Bachelors,Male,621.0,Self-Employed
29.0,67590.24,6373.07,Yes,High School,Female,681.0,Employed
48.0,130184.13,12742.16,Yes,High School,Male,785.0,Employed
41.0,72253.96,3732.45,No,Bachelors,Female,778.0,Employed
44.0,30531.53,12736.04,Yes,Masters,Female,622.0,Employed
41.0,75360.67,4892.93,Yes,Bachelors,Male,683.0,Employed
42.0,50354.16,14528.68,Yes,PhD,Female,623.0,Employed
25.0,90340.43,15982.06,No,Bachelors,Male,725.0,Employed
48.0,84516.34,14065.77,Yes,Masters,Female,686.0,Self-Employed
50.0,66169.73,25858.81,No,Bachelors,Male,738.0,Unemployed
36.0,52242.14,13968.52,Yes,Bachelors,Female,754.0,Employed
38.0,72928.51,23651.4,Yes,Masters,Female,796.0,Employed
23.0,,16481.26,Yes,Masters,Male,806.0,Employed
43.0,85756.08,25063.75,No,Bachelors,Female,816.0,Employed
44.0,81120.31,6221.96,Yes,Bachelors,Male,766.0,Employed
37.0,128719.33,9587.57,Yes,Bachelors,Male,713.0,Self-Employed
49.0,61097.71,13565.14,No,Bachelors,Female,629.0,Employed
35.0,63931.49,23015.75,No,PhD,Male,680.0,Self-Employed
44.0,66904.49,,Yes,High School,Male,652.0,Employed
28.0,67780.29,11599.08,Yes,High School,Female,743.0,Unemployed
38.0,90541.58,18033.49,No,Bachelors,Male,824.0,Employed
36.0,64473.09,19529.56,Yes,Bachelors,Male,675.0,Self-Employed
40.0,109447.63,11164.37,Yes,Bachelors,Female,646.0,Employed
34.0,81645.5,11556.8,Yes,Masters,Male,,Employed
37.0,60285.28,23474.67,Yes,Masters,Female,808.0,Employed
46.0,55175.09,21244.09,Yes,Masters,Male,783.0,Employed
34.0,90817.44,22582.06,Yes,Bachelors,Female,773.0,Employed
22.0,70570.4,19703.34,No,Bachelors,Female,653.0,Employed
55.0,70181.2,10732.02,No,Bachelors,Female,766.0,Employed
52.0,58030.4,14835.17,No,Bachelors,Female,723.0,Employed
25.0,68771.09,9692.71,Yes,High School,Female,763.0,Employed
45.0,57220.9,19879.13,Yes,Masters,Male,667.0,Employed
33.0,97234.23,12282.57,No,Bachelors,Male,719.0,Employed
41.0,84341.2,6441.51,No,Masters,Female,691.0,Employed
41.0,66504.62,15568.37,Yes,Masters,Female,755.0,Unemployed
36.0,66210.64,20626.07,Yes,High School,Female,,Employed
30.0,71843.48,8114.6,Yes,High School,Female,655.0,Employed
31.0,69889.2,14374.83,Yes,Bachelors,Male,709.0,Employed
29.0,50861.28,12227.35,Yes,Bachelors,Male,772.0,Employed
30.0,31984.52,19955.48,No,Bachelors,Female,699.0,Employed
,54045.99,4764.6,Yes,High School,Male,,Employed
31.0,67429.65,20674.91,Yes,Bachelors,Female,725.0,Employed
45.0,55243.34,,No,High School,Female,700.0,Self-Employed
53.0,86386.76,14200.05,Yes,High School,Female,808.0,Employed
32.0,65416.94,19293.02,Yes,Bachelors,Male,736.0,Employed
40.0,107471.47,22394.49,Yes,Masters,Female,745.0,Employed
43.0,58770.11,15256.62,No,Masters,Female,677.0,Unemployed
43.0,72814.34,11375.01,Yes,PhD,Female,727.0,Unemployed
39.0,64222.76,12342.5,Yes,High School,Male,717.0,Employed
45.0,78795.56,20830.46,Yes,PhD,Male,754.0,Employed
43.0,91315.02,10579.03,Yes,Masters,Female,753.0,Self-Employed
26.0,82165.62,16644.39,Yes,Bachelors,Male,692.0,Self-Employed
47.0,,15037.19,No,High School,Female,726.0,Unemployed
47.0,79997.23,18796.33,No,PhD,Male,769.0,Employed
30.0,49782.44,15170.7,No,Masters,Male,689.0,Employed
38.0,63804.62,12830.59,Yes,Bachelors,Male,815.0,Employed
,83786.58,12479.55,No,Masters,Female,661.0,Self-Employed
36.0,47604.78,12386.03,Yes,Bachelors,Female,707.0,Employed
49.0,93118.96,8102.68,Yes,Bachelors,Female,675.0,Employed
62.0,62932.28,17530.24,No,Bachelors,Male,745.0,Employed
30.0,113418.75,16049.79,Yes,Bachelors,Male,721.0,Employed
24.0,71373.56,7669.39,Yes,High School,Female,653.0,Employed
41.0,104106.85,12971.87,No,High School,Female,824.0,Employed
45.0,93953.58,13622.49,No,High School,Female,691.0,Employed
36.0,57777.9,12072.92,Yes,Bachelors,Female,621.0,Employed
53.0,43966.19,14400.58,Yes,Bachelors,Male,732.0,Employed
25.0,72272.55,14465.33,Yes,Masters,Male,726.0,Employed
45.0,58347.14,19471.77,No,PhD,Female,689.0,Employed
32.0,101594.38,14976.6,No,Masters,Female,678.0,Employed
55.0,65062.82,17968.17,Yes,Masters,Male,719.0,Employed
58.0,63991.92,8045.62,Yes,Masters,Female,667.0,Employed
30.0,42082.03,9692.29,Yes,Masters,Male,763.0,Employed
33.0,78384.34,8131.08,No,Bachelors,Male,759.0,Employed
47.0,46515.55,13021.33,Yes,Bachelors,Male,724.0,Employed
34.0,78848.74,15277.98,Yes,Masters,Male,662.0,Self-Employed
,81601.83,23338.57,No,Masters,Female,664.0,Employed
38.0,55006.5,10851.67,Yes,PhD,Female,738.0,Self-Employed
19.0,89131.6,19246.55,Yes,Masters,Male,741.0,Self-Employed
38.0,64502.49,10838.53,No,Bachelors,Male,721.0,Employed
31.0,40575.13,15119.48,Yes,Bachelors,Female,746.0,Employed
,100905.75,,No,PhD,Male,746.0,Employed
52.0,51530.59,10380.9,Yes,High School,Female,721.0,Self-Employed
25.0,,10772.04,Yes,Masters,Male,724.0,Employed
46.0,78515.89,22987.46,Yes,Masters,Male,639.0,Self-Employed
35.0,77783.69,12333.96,Yes,PhD,Male,722.0,Self-Employed
35.0,77437.24,19993.2,Yes,Bachelors,Female,712.0,Unemployed
46.0,50596.25,18393.38,Yes,Masters,Male,679.0,Employed
41.0,103826.99,11944.68,No,High School,Female,749.0,Employed
44.0,89124.98,14983.05,Yes,Masters,Female,717.0,Employed
48.0,79501.13,15603.52,Yes,Bachelors,Male,735.0,Employed
35.0,43340.48,17434.77,Yes,High School,Male,621.0,Self-Employed
32.0,50432.64,12974.78,Yes,Masters,Male,,Employed
27.0,83149.13,7466.02,No,Masters,Female,752.0,Employed
30.0,29926.32,11497.79,No,Masters,Male,701.0,Employed
67.0,76774.08,20827.82,No,Masters,Male,711.0,Employed
50.0,43376.46,14843.03,Yes,High School,Male,732.0,Self-Employed
24.0,52639.36,12896.03,Yes,PhD,Female,720.0,Self-Employed
25.0,41778.65,7624.51,Yes,Masters,Male,786.0,Self-Employed
43.0,74922.13,21185.38,Yes,High School,Male,,Employed
43.0,92327.23,,Yes,Masters,Female,743.0,Employed
43.0,76960.35,20437.48,Yes,Bachelors,Male,736.0,Employed
35.0,79156.66,18412.02,Yes,PhD,Female,782.0,Employed
37.0,73359.18,18976.28,Yes,High School,Female,742.0,Self-Employed
41.0,83653.87,23297.26,Yes,Masters,Male,666.0,Employed
39.0,,15604.53,No,Masters,Male,772.0,Self-Employed
,15698.04,14332.57,No,Masters,Male,681.0,Unemployed
36.0,88126.13,22819.43,Yes,Bachelors,Female,749.0,Employed
29.0,86023.04,19169.87,Yes,Bachelors,Male,662.0,Employed
40.0,62753.74,11475.94,No,High School,Male,637.0,Employed
68.0,30515.87,20216.8,Yes,Bachelors,Female,706.0,Employed
42.0,74849.48,22574.95,No,PhD,Female,803.0,Employed
35.0,76533.22,3500.06,No,Bachelors,Female,670.0,Employed
47.0,61190.33,8777.52,Yes,Bachelors,Female,666.0,Employed
43.0,73733.99,10949.55,No,Bachelors,Male,684.0,Employed
42.0,91436.81,18615.31,No,Bachelors,Male,,Self-Employed
44.0,117950.43,18944.46,Yes,Masters,Female,786.0,Self-Employed
59.0,72938.07,17597.69,Yes,Bachelors,Male,814.0,Unemployed
27.0,76678.27,19381.98,No,Bachelors,Male,711.0,Employed
43.0,53524.22,9459.02,Yes,Masters,Female,682.0,Employed
29.0,59972.16,8969.77,Yes,Masters,Female,696.0,Self-Employed
44.0,67279.15,21265.71,No,PhD,Male,669.0,Employed
29.0,93554.36,15518.93,Yes,Masters,Female,725.0,Employed
34.0,86379.16,21043.37,Yes,Masters,Male,764.0,Employed
35.0,108587.07,11507.07,Yes,Bachelors,Male,805.0,Employed
48.0,40195.48,9719.39,Yes,High School,Female,681.0,Employed
47.0,43525.3,8645.67,No,High School,Female,675.0,Employed
26.0,92041.66,19005.05,Yes,High School,Female,750.0,Employed
39.0,98977.21,20660.01,No,Masters,Female,707.0,Unemployed
31.0,70662.56,17708.85,Yes,Masters,Female,717.0,Employed
25.0,-19312.08,12583.13,No,Masters,Male,706.0,Employed
36.0,55129.42,18185.69,Yes,Bachelors,Male,734.0,Employed
35.0,76709.87,18048.51,Yes,Bachelors,Female,746.0,Unemployed
62.0,52011.74,4873.82,Yes,Masters,Female,720.0,Self-Employed
42.0,73702.52,13247.97,No,Bachelors,Male,684.0,Employed
,107971.11,16397.22,Yes,Bachelors,Male,772.0,Unemployed
32.0,98522.66,20540.27,No,Bachelors,Male,712.0,Employed
48.0,86177.84,14574.34,No,Bachelors,Female,791.0,Employed
59.0,68711.01,15745.21,Yes,High School,Female,668.0,Employed
22.0,60106.64,14663.16,No,Bachelors,Female,695.0,Employed
19.0,85155.03,16326.42,Yes,Masters,Female,650.0,Employed
57.0,70507.89,8156.05,Yes,Bachelors,Female,755.0,Employed
42.0,71194.09,11972.74,Yes,Bachelors,Male,741.0,Employed
29.0,38975.69,3842.77,Yes,PhD,Female,748.0,Employed
43.0,55709.39,12790.23,Yes,PhD,Female,702.0,Employed
12.0,85037.21,17478.36,No,Bachelors,Male,759.0,Employed
38.0,47978.66,11039.88,Yes,Bachelors,Male,748.0,Self-Employed
41.0,75314.14,13742.37,No,Bachelors,Female,693.0,Unemployed
47.0,78250.07,16953.52,Yes,Bachelors,Male,816.0,Employed
28.0,79417.76,28612.66,No,High School,Female,722.0,Employed
39.0,,14591.89,Yes,PhD,Male,730.0,Employed
29.0,82554.52,18596.04,Yes,Masters,Male,764.0,Unemployed
,57524.14,14065.79,No,Masters,Female,682.0,Employed
29.0,40646.91,16779.84,No,Bachelors,Female,719.0,Employed
34.0,52529.29,14858.12,Yes,High School,Male,686.0,Employed
28.0,,12889.96,No,High School,Male,,Employed
45.0,45983.07,13987.41,No,Bachelors,Female,747.0,Unemployed
47.0,49187.79,21235.56,Yes,Masters,Male,589.0,Employed
36.0,49077.12,16445.73,No,Bachelors,Male,643.0,Employed
38.0,33080.51,9015.11,No,Masters,Male,758.0,Employed
24.0,47059.91,12878.81,Yes,Masters,Male,644.0,Employed
35.0,90007.94,10540.49,Yes,Bachelors,Male,690.0,Employed
37.0,55664.71,19637.13,No,Bachelors,Male,733.0,Employed
64.0,35021.24,11203.01,Yes,Bachelors,Male,745.0,Employed
27.0,59767.12,19309.14,Yes,High School,Male,746.0,Employed
53.0,80210.94,19882.91,Yes,High School,Female,754.0,Employed
48.0,,15721.56,Yes,Bachelors,Female,667.0,Employed
41.0,89066.21,17722.14,No,Bachelors,Female,745.0,Employed
56.0,41180.38,12492.71,No,Bachelors,Male,696.0,Employed
42.0,62090.33,19245.76,Yes,Bachelors,Male,586.0,Employed
42.0,61834.7,8801.2,Yes,High School,Male,802.0,Employed
37.0,58771.2,12686.58,Yes,PhD,Female,698.0,Self-Employed
50.0,68703.97,13461.72,Yes,Masters,Male,720.0,Employed
49.0,,19932.46,Yes,Masters,Female,680.0,Unemployed
32.0,69183.97,23526.23,Yes,High School,Male,746.0,Employed
25.0,57886.53,12725.23,Yes,PhD,Female,699.0,Self-Employed
36.0,79146.97,14516.31,No,High School,Male,682.0,Self-Employed
30.0,74145.27,9094.16,No,Bachelors,Female,846.0,Employed
37.0,56609.93,14584.4,Yes,Bachelors,Female,,Employed
50.0,70846.03,20507.49,No,PhD,Female,694.0,Employed
33.0,54953.15,6021.16,No,Bachelors,Male,730.0,Unemployed
38.0,52685.23,15092.43,No,High School,Female,660.0,Unemployed
39.0,86116.02,18590.12,No,Masters,Female,682.0,Employed
46.0,78939.18,15285.21,Yes,Bachelors,Female,732.0,Employed
16.0,85407.59,14053.24,No,Bachelors,Male,593.0,Self-Employed
32.0,82702.57,19382.46,Yes,Masters,Male,794.0,Employed
40.0,52255.61,10956.25,No,Bachelors,Male,729.0,Self-Employed
50.0,90025.64,11102.82,Yes,Bachelors,Female,727.0,Employed
33.0,64047.86,5768.84,Yes,Masters,Female,719.0,Self-Employed
19.0,88584.36,16626.72,Yes,PhD,Female,690.0,Unemployed
44.0,67497.67,16105.76,Yes,Masters,Female,704.0,Employed
32.0,76263.26,12132.68,Yes,Bachelors,Male,725.0,Employed
26.0,76864.56,10531.72,Yes,Bachelors,Male,692.0,Employed
32.0,86264.01,14762.91,Yes,High School,Male,701.0,Employed
36.0,37309.08,15480.66,Yes,PhD,Male,740.0,Employed
32.0,38472.05,9012.3,Yes,Masters,Female,648.0,Employed
16.0,83434.22,5270.06,Yes,Masters,Male,748.0,Self-Employed
47.0,77127.25,,No,High School,Female,838.0,Employed
51.0,54487.13,7732.19,Yes,High School,Female,821.0,Employed
45.0,77286.18,8972.08,No,Bachelors,Female,735.0,Employed
27.0,41840.8,14579.96,Yes,Bachelors,Male,658.0,Employed
36.0,135285.79,15424.44,Yes,PhD,Female,789.0,Unemployed
38.0,,14160.1,Yes,High School,Female,710.0,Employed
44.0,82446.05,16793.68,Yes,Bachelors,Male,791.0,Self-Employed
45.0,71512.61,17004.01,Yes,Bachelors,Male,682.0,Employed
31.0,57625.44,16649.68,No,High School,Male,691.0,Self-Employed
39.0,43796.28,15445.58,No,Bachelors,Female,744.0,Unemployed
43.0,67723.55,9718.1,Yes,High School,Male,686.0,Employed
53.0,52804.79,8324.72,Yes,Masters,Female,814.0,Self-Employed
45.0,53971.16,12189.68,No,PhD,Female,748.0,Employed
46.0,41664.87,20677.08,No,High School,Male,809.0,Employed
39.0,74993.26,26721.06,Yes,Masters,Male,,Employed
52.0,62460.13,17786.1,Yes,Bachelors,Female,676.0,Employed
42.0,80701.43,16789.62,Yes,Bachelors,Female,856.0,Employed
29.0,79141.98,20334.85,Yes,PhD,Female,640.0,Employed
52.0,74589.29,22565.48,No,Masters,Male,788.0,Unemployed
45.0,123188.81,10388.91,Yes,Bachelors,Female,730.0,Self-Employed
34.0,86474.11,29515.17,No,High School,Female,699.0,Employed
33.0,44788.68,22939.57,No,Bachelors,Female,770.0,Employed
41.0,79174.73,8167.58,No,High School,Female,801.0,Unemployed
43.0,68919.63,10007.58,No,Masters,Female,724.0,Employed
40.0,43169.39,29084.54,Yes,Masters,Male,734.0,Employed
41.0,41567.34,,No,Bachelors,Male,728.0,Employed
55.0,79064.06,12014.1,No,Masters,Male,716.0,Employed
49.0,83950.95,15395.97,Yes,Masters,Female,637.0,Self-Employed
40.0,49074.86,18770.51,No,PhD,Female,676.0,Self-Employed
47.0,89403.34,19443.56,Yes,PhD,Male,782.0,Employed
28.0,75698.29,21841.32,No,Bachelors,Female,694.0,Employed
42.0,93917.18,16211.21,No,Masters,Female,668.0,Employed
56.0,91792.41,16402.23,No,PhD,Female,702.0,Employed
36.0,66831.26,13180.91,Yes,Masters,Female,708.0,Employed
30.0,102711.99,,No,Bachelors,Male,648.0,Employed
31.0,47517.68,10124.55,Yes,PhD,Female,712.0,Employed
27.0,117805.89,14281.14,No,PhD,Male,725.0,Employed
30.0,52424.29,16720.98,Yes,Masters,Male,684.0,Employed
,69039.95,7723.59,Yes,Masters,Male,736.0,Employed
24.0,58656.23,25231.61,Yes,Bachelors,Male,859.0,Employed
38.0,62464.18,11521.79,No,PhD,Male,704.0,Employed
47.0,128471.07,10713.73,No,Bachelors,Female,659.0,Employed
29.0,60745.59,14858.68,Yes,Masters,Male,773.0,Employed
53.0,87022.17,3150.28,Yes,Masters,Female,769.0,Employed
43.0,65291.94,16808.6,No,PhD,Male,778.0,Employed
48.0,88731.01,10048.79,Yes,Bachelors,Female,738.0,Employed
31.0,59116.81,5389.93,No,PhD,Female,691.0,Employed
47.0,75122.64,,No,Bachelors,Male,728.0,Employed
27.0,82573.97,15710.86,Yes,High School,Male,691.0,Unemployed
47.0,55563.77,24726.29,Yes,High School,Female,787.0,Employed
40.0,125154.52,15898.13,No,Masters,Male,770.0,Employed
44.0,83618.82,15860.94,No,Bachelors,Female,641.0,Employed
26.0,65480.58,15206.52,No,High School,Male,698.0,Employed
29.0,56055.31,2107.91,No,Bachelors,Male,762.0,Employed
44.0,71834.46,15384.12,Yes,High School,Male,659.0,Employed
29.0,45680.04,14757.72,No,Bachelors,Male,721.0,Employed
43.0,105645.91,14276.31,No,Masters,Male,632.0,Unemployed
24.0,78625.08,10830.87,Yes,Bachelors,Male,700.0,Self-Employed
46.0,68240.28,17825.24,Yes,Masters,Male,718.0,Self-Employed
26.0,90919.56,10116.84,Yes,Masters,Male,661.0,Employed
,55569.7,18526.99,Yes,Masters,Male,726.0,Self-Employed
44.0,46880.81,16940.88,Yes,Bachelors,Male,746.0,Unemployed
31.0,67397.34,22011.84,Yes,High School,Male,674.0,Employed
44.0,72550.87,12679.9,No,Bachelors,Female,756.0,Employed
41.0,80611.72,21685.95,Yes,Bachelors,Male,771.0,Employed
33.0,40474.44,16061.56,Yes,Bachelors,Male,710.0,Employed
28.0,60873.66,14623.95,No,High School,Female,631.0,Employed
18.0,8330.7,10734.34,No,High School,Male,688.0,Self-Employed
41.0,46353.02,16977.95,No,Bachelors,Female,734.0,Employed
22.0,84305.23,12619.56,Yes,Masters,Female,662.0,Employed
39.0,89220.52,14860.62,No,Masters,Male,712.0,Self-Employed
35.0,47159.91,18887.09,Yes,Bachelors,Female,677.0,Employed
45.0,63507.91,14846.34,Yes,Masters,Male,719.0,Employed
35.0,70512.12,16586.16,No,High School,Male,709.0,Employed
35.0,91562.2,22568.21,Yes,PhD,Female,718.0,Employed
45.0,100581.9,17814.12,Yes,Bachelors,Female,744.0,Employed
41.0,73061.65,11604.26,Yes,Bachelors,Female,706.0,Employed
,64787.67,12972.59,No,High School,Female,803.0,Self-Employed
43.0,41126.13,15703.56,Yes,Masters,Female,790.0,Employed
23.0,72161.38,25607.8,No,Bachelors,Female,742.0,Employed
46.0,111498.45,8326.53,Yes,Masters,Female,744.0,Self-Employed
44.0,95803.85,15950.76,Yes,Bachelors,Male,692.0,Employed
28.0,73497.17,21822.19,Yes,Bachelors,Female,739.0,Employed
36.0,76067.56,18073.12,Yes,Bachelors,Male,747.0,Employed
38.0,56229.67,14339.28,Yes,Bachelors,Male,748.0,Employed
37.0,62857.29,6401.85,Yes,Masters,Male,772.0,Employed
41.0,72951.98,22557.22,Yes,Masters,Female,740.0,Employed
52.0,73012.69,12633.96,Yes,High School,Male,,Employed
,90215.0,10235.08,Yes,Masters,Female,784.0,Employed
25.0,89241.66,16254.61,Yes,Bachelors,Female,725.0,Employed
44.0,80411.34,22135.71,Yes,Bachelors,Male,690.0,Employed
,50017.08,17024.4,Yes,PhD,Female,,Self-Employed
42.0,50771.69,13176.95,No,Bachelors,Male,753.0,Unemployed
,52242.17,16240.0,Yes,Bachelors,Female,701.0,Employed
58.0,74710.41,15592.3,No,Masters,Female,701.0,Employed
48.0,29473.58,12659.42,Yes,High School,Female,727.0,Employed
40.0,69874.5,15336.29,Yes,Bachelors,Male,784.0,Employed
48.0,98172.85,10878.57,Yes,Bachelors,Female,695.0,Employed
39.0,83336.52,10055.05,Yes,Masters,Female,,Unemployed
38.0,62985.45,17762.73,No,Bachelors,Female,647.0,Employed
34.0,56034.89,13027.74,Yes,Masters,Male,655.0,Employed
54.0,86114.31,14871.58,Yes,Bachelors,Male,661.0,Employed
30.0,76121.11,11140.6,Yes,Masters,Male,694.0,Unemployed
53.0,65071.35,12165.16,Yes,Bachelors,Male,694.0,Unemployed
43.0,58219.38,12582.72,Yes,PhD,Male,745.0,Unemployed
24.0,71527.66,12063.58,Yes,Masters,Female,783.0,Employed
42.0,63939.26,12950.71,Yes,Masters,Female,764.0,Employed
17.0,85687.59,15987.18,Yes,Masters,Female,685.0,Employed
44.0,94823.38,21949.72,Yes,Bachelors,Male,690.0,Self-Employed
47.0,42655.0,18804.55,No,Masters,Male,844.0,Employed
32.0,45483.61,13327.14,Yes,Bachelors,Male,644.0,Self-Employed
39.0,96961.12,11837.12,Yes,High School,Male,766.0,Employed
58.0,73316.38,6104.96,No,Bachelors,Female,677.0,Employed
33.0,47366.99,11634.28,Yes,Bachelors,Male,759.0,Employed
27.0,89665.03,9507.99,Yes,Masters,Female,779.0,Employed
53.0,76833.7,15272.58,Yes,Masters,Female,730.0,Employed
58.0,114064.92,23342.87,Yes,Bachelors,Female,774.0,Employed
38.0,65293.97,13024.06,Yes,High School,Male,886.0,Employed
48.0,92174.08,7736.36,Yes,Bachelors,Male,652.0,Unemployed
51.0,41023.31,14020.02,Yes,Masters,Female,774.0,Employed
31.0,97920.55,12795.91,No,PhD,Male,779.0,Employed
33.0,88883.2,21305.46,Yes,Masters,Female,648.0,Employed
50.0,102086.95,5576.01,Yes,PhD,Female,738.0,Unemployed
55.0,92211.61,10041.82,No,Bachelors,Female,712.0,Employed
44.0,68019.04,18804.98,Yes,Masters,Female,753.0,Employed
29.0,46577.47,7152.21,Yes,Masters,Female,732.0,Employed
58.0,57958.94,17868.94,Yes,High School,Male,763.0,Unemployed
33.0,34776.99,11673.24,No,PhD,Female,677.0,Employed
35.0,51582.02,20131.32,No,High School,Female,829.0,Self-Employed
41.0,78517.23,14755.19,No,Bachelors,Female,731.0,Self-Employed
54.0,69044.94,14201.67,Yes,Bachelors,Female,802.0,Employed
47.0,65528.2,17994.02,No,PhD,Male,744.0,Employed
42.0,54137.94,15095.29,Yes,High School,Male,,Employed
43.0,34552.02,8819.4,Yes,Bachelors,Female,722.0,Employed
38.0,73641.66,12395.79,No,Masters,Female,782.0,Employed
44.0,77583.2,6864.25,No,Masters,Male,671.0,Employed
13.0,50168.73,10678.32,Yes,Bachelors,Male,,Self-Employed
35.0,59331.19,4305.96,Yes,Masters,Male,684.0,Employed
40.0,100842.67,26691.08,Yes,Masters,Female,712.0,Self-Employed
26.0,93189.96,14868.4,Yes,Bachelors,Male,666.0,Employed
42.0,40311.51,17665.3,Yes,Masters,Female,688.0,Employed
36.0,68307.27,10823.78,No,Masters,Female,705.0,Employed
56.0,99099.11,17628.25,Yes,Bachelors,Male,751.0,Unemployed
54.0,65671.58,18868.95,Yes,Bachelors,Female,738.0,Employed
33.0,64621.14,19681.17,Yes,High School,Female,701.0,Employed
36.0,91854.75,14586.87,Yes,Masters,Female,750.0,Self-Employed
37.0,89741.38,20077.17,No,Masters,Male,744.0,Employed
33.0,88706.07,11961.74,Yes,Bachelors,Female,703.0,Employed
40.0,64760.31,16870.75,Yes,High School,Female,701.0,Employed
30.0,83257.76,15241.35,Yes,PhD,Male,703.0,Self-Employed
27.0,99894.91,9124.24,No,Bachelors,Male,822.0,Self-Employed
44.0,69002.53,5850.92,Yes,Bachelors,Male,688.0,Unemployed
44.0,61931.81,13505.09,Yes,Bachelors,Male,775.0,Employed
30.0,94601.45,13523.39,Yes,Bachelors,Female,683.0,Employed
47.0,110908.8,13651.83,No,Bachelors,Female,699.0,Employed
32.0,112300.1,20249.92,Yes,Masters,Female,744.0,Employed
41.0,62509.77,21880.96,No,Masters,Female,754.0,Self-Employed
,64519.2,18286.07,Yes,Bachelors,Male,737.0,Self-Employed
38.0,49416.75,17936.22,Yes,Bachelors,Male,755.0,Unemployed
43.0,72361.05,14600.4,Yes,High School,Male,752.0,Employed
33.0,48517.62,15882.92,Yes,Bachelors,Male,751.0,Employed
36.0,59467.33,17147.87,Yes,Bachelors,Female,694.0,Employed
36.0,84022.6,15700.3,No,Bachelors,Male,704.0,Employed
31.0,77799.55,17962.74,No,Bachelors,Female,720.0,Unemployed
36.0,33785.57,15228.99,Yes,Bachelors,Male,776.0,Self-Employed
23.0,101405.85,12523.88,Yes,Bachelors,Female,,Employed
33.0,48260.08,16307.38,Yes,Masters,Female,725.0,Employed
35.0,50781.32,13819.98,Yes,High School,Male,729.0,Employed
35.0,45221.56,22261.56,No,Masters,Male,667.0,Employed
36.0,56774.33,12863.05,Yes,Bachelors,Female,708.0,Employed
37.0,52063.87,29298.55,Yes,Bachelors,Male,695.0,Employed
43.0,52551.33,23198.39,Yes,PhD,Male,764.0,Self-Employed
47.0,20714.56,9336.98,Yes,Bachelors,Female,731.0,Employed
32.0,72598.55,21258.3,Yes,Bachelors,Male,781.0,Employed
26.0,74641.3,14372.59,Yes,Bachelors,Male,836.0,Employed
28.0,114888.13,17827.73,Yes,Bachelors,Female,762.0,Employed
33.0,79726.82,22883.42,No,Bachelors,Male,673.0,Employed
34.0,60068.22,11124.94,Yes,Masters,Male,710.0,Employed
30.0,45985.7,12683.03,Yes,Masters,Female,639.0,Self-Employed
25.0,68074.47,18767.12,Yes,PhD,Male,809.0,Employed
33.0,78974.46,13166.15,Yes,High School,Male,835.0,Employed
40.0,59933.03,3875.76,Yes,Masters,Male,673.0,Unemployed
44.0,71220.32,19818.49,Yes,Bachelors,Female,699.0,Employed
32.0,107947.08,16847.03,Yes,Masters,Female,692.0,Self-Employed
34.0,62317.8,14883.33,Yes,High School,Male,678.0,Employed
,32264.49,15625.69,Yes,Bachelors,Male,647.0,Self-Employed
38.0,87469.74,26191.56,Yes,Bachelors,Female,763.0,Self-Employed
30.0,76286.43,20063.32,No,PhD,Male,666.0,Employed
44.0,35820.16,,Yes,High School,Male,720.0,Employed
20.0,78552.87,15615.34,Yes,Bachelors,Female,681.0,Employed
34.0,50042.73,20929.83,No,High School,Female,635.0,Self-Employed
41.0,78826.45,20824.44,Yes,Bachelors,Male,689.0,Self-Employed
40.0,108145.27,7487.75,No,Masters,Female,649.0,Unemployed
65.0,66460.61,,Yes,Masters,Female,720.0,Unemployed
41.0,91665.42,9330.27,Yes,Masters,Female,750.0,Employed
28.0,45430.25,18198.32,No,Bachelors,Female,749.0,Employed
37.0,39611.62,10464.46,No,Masters,Female,733.0,Employed
20.0,110347.41,22773.37,Yes,Masters,Female,752.0,Employed
37.0,76156.3,21476.55,No,Bachelors,Male,673.0,Unemployed
30.0,82733.4,13765.95,Yes,Masters,Female,704.0,Employed
47.0,93040.45,8675.94,Yes,Bachelors,Female,704.0,Unemployed
33.0,59443.7,11055.07,Yes,Masters,Male,647.0,Self-Employed
37.0,86502.33,17255.36,Yes,Bachelors,Female,679.0,Employed
32.0,83470.88,19260.93,Yes,Bachelors,Male,665.0,Employed
55.0,44103.9,14807.73,Yes,Masters,Male,713.0,Self-Employed
,100259.71,2159.86,Yes,Bachelors,Male,749.0,Employed
56.0,96137.21,18400.23,No,Bachelors,Female,699.0,Employed
46.0,44325.66,4897.93,Yes,High School,Female,672.0,Employed
43.0,74005.73,4404.42,Yes,Bachelors,Male,725.0,Self-Employed
42.0,65378.41,19991.41,No,PhD,Male,699.0,Employed
42.0,98366.15,9070.13,Yes,Masters,Male,686.0,Self-Employed
19.0,41787.76,16253.05,Yes,Masters,Male,798.0,Employed
35.0,142048.3,15459.72,Yes,Bachelors,Female,773.0,Employed
46.0,66510.32,10973.4,Yes,Bachelors,Male,727.0,Employed
38.0,84768.9,16030.63,No,PhD,Female,695.0,Employed
24.0,97749.97,12248.32,No,Bachelors,Female,698.0,Employed
37.0,66080.01,15237.82,Yes,Masters,Female,678.0,Employed
55.0,67701.16,,Yes,Bachelors,Male,684.0,Unemployed
50.0,59943.38,12492.72,Yes,Masters,Male,715.0,Employed
37.0,52290.69,11701.78,Yes,Masters,Male,596.0,Employed
48.0,75437.18,10507.75,Yes,High School,Male,790.0,Employed
34.0,67294.67,19262.55,No,High School,Female,740.0,Employed
21.0,59812.52,12735.43,Yes,Masters,Male,677.0,Employed
29.0,60980.72,9342.08,Yes,Bachelors,Female,792.0,Employed
54.0,81524.67,12955.1,Yes,High School,Female,752.0,Employed
35.0,54048.73,12360.87,No,Masters,Female,759.0,Employed
36.0,65060.7,13029.64,Yes,Masters,Female,703.0,Employed
35.0,87973.35,18567.13,Yes,Bachelors,Male,746.0,Employed
57.0,74944.51,11861.14,Yes,Masters,Male,636.0,Employed
54.0,49008.81,13102.21,Yes,High School,Female,736.0,Employed
60.0,69522.58,18215.74,Yes,High School,Male,,Employed
36.0,78740.43,17219.65,No,Masters,Male,768.0,Self-Employed
41.0,89785.44,11564.56,Yes,Bachelors,Female,701.0,Unemployed
23.0,54892.43,19830.14,Yes,PhD,Female,692.0,Employed
53.0,58829.41,19547.08,No,Bachelors,Female,779.0,Unemployed
26.0,56096.8,19195.84,Yes,Masters,Male,776.0,Self-Employed
40.0,57089.6,16512.82,Yes,Masters,Female,759.0,Self-Employed
27.0,78100.09,14131.71,Yes,Bachelors,Male,742.0,Employed
32.0,81889.78,9629.1,Yes,Bachelors,Male,754.0,Employed
30.0,91018.07,8082.0,Yes,High School,Female,708.0,Self-Employed
,68176.5,14576.04,Yes,Bachelors,Female,677.0,Employed
33.0,,15071.01,No,Bachelors,Male,736.0,Employed
33.0,83389.4,13694.04,Yes,PhD,Male,634.0,Unemployed
46.0,73182.87,14444.99,No,Masters,Female,786.0,Employed
27.0,71199.39,21818.07,Yes,Masters,Female,715.0,Employed
40.0,44331.93,23136.83,Yes,Bachelors,Male,712.0,Employed
50.0,66083.28,9470.27,Yes,Bachelors,Female,673.0,Unemployed
33.0,46126.9,16442.57,Yes,Masters,Female,785.0,Employed
31.0,79639.3,15259.84,Yes,High School,Male,755.0,Employed
36.0,61402.12,18374.82,No,Bachelors,Male,733.0,Employed
50.0,,23667.72,Yes,PhD,Female,748.0,Self-Employed
40.0,39256.89,25940.0,No,High School,Male,725.0,Employed
33.0,90541.92,18598.1,Yes,Bachelors,Female,762.0,Employed
43.0,64828.71,15200.35,Yes,Masters,Female,703.0,Employed
27.0,71739.62,13187.18,Yes,Bachelors,Male,721.0,Self-Employed
45.0,55290.2,27433.9,Yes,High School,Female,747.0,Unemployed
42.0,36988.5,11162.92,Yes,Bachelors,Male,650.0,Employed
35.0,59367.49,19113.55,Yes,High School,Male,656.0,Self-Employed
30.0,62569.17,13678.99,No,Masters,Female,812.0,Self-Employed
29.0,75855.2,8306.85,Yes,High School,Male,677.0,Employed
43.0,62899.35,23577.57,Yes,Masters,Female,796.0,Employed
50.0,55633.02,6288.71,No,Bachelors,Female,702.0,Self-Employed
32.0,39933.21,4256.18,Yes,Bachelors,Female,665.0,Employed
43.0,70969.07,18500.58,Yes,Masters,Male,780.0,Employed
17.0,54068.8,13478.39,No,Masters,Male,750.0,Unemployed
32.0,96416.13,17157.97,No,Bachelors,Female,756.0,Employed
38.0,73002.93,14964.32,No,High School,Male,,Employed
29.0,81242.06,18003.08,Yes,Bachelors,Female,742.0,Employed
29.0,65024.23,13521.52,Yes,Bachelors,Male,568.0,Employed
31.0,74025.61,19511.18,Yes,High School,Female,740.0,Employed
41.0,52185.69,19655.23,Yes,High School,Male,675.0,Self-Employed
36.0,46435.62,22744.56,Yes,Bachelors,Female,792.0,Employed
16.0,70302.62,21320.15,Yes,Masters,Male,767.0,Unemployed
17.0,81407.83,14467.76,No,Masters,Female,729.0,Employed
32.0,31083.76,18480.8,No,High School,Male,774.0,Self-Employed
43.0,60017.93,17086.83,Yes,PhD,Female,840.0,Employed
11.0,106842.44,17105.47,Yes,Bachelors,Male,717.0,Employed
33.0,79584.55,8381.16,Yes,Bachelors,Male,737.0,Unemployed
33.0,100752.92,18766.1,Yes,High School,Male,658.0,Employed
52.0,57319.1,18043.7,Yes,High School,Female,677.0,Self-Employed
34.0,60841.88,24101.42,Yes,Masters,Female,674.0,Employed
42.0,89334.67,20827.91,Yes,High School,Female,723.0,Employed
39.0,82470.41,15747.87,Yes,High School,Female,739.0,Self-Employed
17.0,68112.31,14491.24,Yes,High School,Female,686.0,Self-Employed
46.0,44749.68,9979.62,Yes,Bachelors,Female,734.0,Self-Employed
40.0,93137.04,24088.57,No,Masters,Female,770.0,Employed
43.0,120204.56,9672.92,Yes,Masters,Female,729.0,Employed
77.0,,5655.04,Yes,Bachelors,Male,775.0,Employed
17.0,98072.38,19499.4,Yes,High School,Female,632.0,Employed
55.0,60633.98,,Yes,Bachelors,Female,641.0,Employed
35.0,63330.63,16322.06,Yes,High School,Male,752.0,Employed
41.0,75392.79,15932.85,Yes,Bachelors,Male,732.0,Unemployed
38.0,45889.53,9709.77,Yes,Masters,Female,724.0,Self-Employed
34.0,69257.23,16844.26,Yes,High School,Male,726.0,Unemployed
32.0,37774.93,13386.08,Yes,PhD,Female,663.0,Employed
41.0,79521.65,12686.14,Yes,Bachelors,Female,635.0,Unemployed
23.0,114674.44,22115.17,Yes,Masters,Female,767.0,Self-Employed
46.0,57209.37,18955.46,Yes,Masters,Female,775.0,Employed
34.0,66625.13,3495.38,Yes,Bachelors,Female,686.0,Employed
27.0,67610.44,16081.54,Yes,Bachelors,Female,614.0,Self-Employed
33.0,89729.37,20330.28,Yes,Bachelors,Female,713.0,Employed
51.0,78111.45,8770.24,No,Masters,Male,686.0,Employed
33.0,88406.92,10681.66,Yes,High School,Female,762.0,Self-Employed
42.0,59875.29,20001.33,Yes,Bachelors,Female,672.0,Employed
31.0,78671.38,12730.07,Yes,Masters,Female,756.0,Employed
46.0,2643.89,5108.9,Yes,Bachelors,Male,725.0,Self-Employed
45.0,83349.25,20998.71,Yes,Bachelors,Male,785.0,Employed
56.0,45644.15,14128.47,Yes,Bachelors,Male,748.0,Self-Employed
36.0,63448.12,16868.51,No,Masters,Male,700.0,Employed
45.0,84905.02,14753.59,Yes,PhD,Male,739.0,Employed
39.0,39278.2,20604.89,Yes,High School,Female,720.0,Employed
51.0,91788.66,9505.11,Yes,Masters,Female,644.0,Employed
31.0,67513.9,,No,PhD,Female,751.0,Self-Employed
45.0,99062.31,21593.5,Yes,Masters,Female,718.0,Employed
36.0,51943.12,8253.15,No,Masters,Female,614.0,Employed
37.0,33744.25,11302.29,Yes,PhD,Male,648.0,Unemployed
39.0,69421.07,23223.18,No,Bachelors,Male,692.0,Employed
41.0,81741.52,20405.81,Yes,Masters,Female,764.0,Employed
37.0,83418.74,10903.42,Yes,Bachelors,Female,688.0,Employed
40.0,47290.24,8927.5,No,Masters,Female,757.0,Employed
54.0,37507.34,16413.41,Yes,Masters,Male,760.0,Employed
48.0,63753.52,16648.06,Yes,Masters,Female,711.0,Unemployed
47.0,80328.88,14704.29,No,Masters,Female,758.0,Employed
33.0,79315.74,26666.73,No,High School,Female,718.0,Unemployed
29.0,101442.53,18233.76,Yes,Masters,Female,683.0,Employed
48.0,62530.9,10797.78,No,Bachelors,Male,,Employed
47.0,33102.07,20288.25,No,High School,Female,681.0,Employed
53.0,93933.33,15290.89,Yes,Bachelors,Female,761.0,Employed
32.0,73903.91,11616.42,Yes,High School,Female,744.0,Employed
36.0,75643.76,19505.19,Yes,Bachelors,Male,797.0,Employed
22.0,85341.81,22377.96,Yes,Bachelors,Male,717.0,Employed
34.0,95272.87,16079.25,Yes,PhD,Male,740.0,Unemployed
48.0,69539.6,10113.67,Yes,Bachelors,Female,735.0,Employed
33.0,93531.03,15565.58,No,Bachelors,Female,747.0,Employed
44.0,81042.73,10219.12,Yes,Bachelors,Female,742.0,Employed
36.0,56888.35,16132.52,Yes,Bachelors,Male,683.0,Employed
41.0,65335.23,18772.4,No,Masters,Female,727.0,Self-Employed
27.0,,5116.89,Yes,High School,Female,722.0,Self-Employed
39.0,55823.5,18577.6,Yes,Masters,Female,831.0,Self-Employed
8.0,87729.18,13131.19,No,High School,Male,634.0,Employed
36.0,73163.67,12188.61,Yes,Masters,Female,760.0,Employed
22.0,77632.36,8363.33,Yes,Bachelors,Male,797.0,Employed
50.0,98810.11,9632.49,Yes,Masters,Male,675.0,Self-Employed
46.0,,23823.24,Yes,Bachelors,Female,829.0,Employed
43.0,71428.24,19246.73,Yes,High School,Female,730.0,Employed
53.0,68348.23,21473.47,No,Masters,Female,711.0,Self-Employed
29.0,67306.86,10713.34,Yes,High School,Male,726.0,Employed
55.0,76245.99,23993.29,Yes,Bachelors,Male,731.0,Employed
47.0,97266.46,14666.99,Yes,PhD,Female,733.0,Employed
36.0,57764.47,11055.87,Yes,Masters,Female,662.0,Self-Employed
49.0,56250.86,9609.77,Yes,Masters,Male,744.0,Employed
27.0,95700.8,9758.23,Yes,Bachelors,Male,635.0,Employed
30.0,58677.06,11266.78,Yes,Bachelors,Female,700.0,Unemployed
32.0,74321.9,10530.62,No,Masters,Female,704.0,Employed
33.0,58164.05,19521.43,Yes,Masters,Female,724.0,Employed
27.0,36410.31,28005.81,Yes,Masters,Male,717.0,Employed
50.0,73964.5,13764.89,No,Masters,Male,734.0,Self-Employed
35.0,92303.36,13861.54,Yes,High School,Female,654.0,Self-Employed
42.0,68758.9,5710.76,Yes,Masters,Female,722.0,Employed
32.0,40366.83,10373.69,No,Masters,Female,676.0,Employed
20.0,72181.41,6895.69,No,Masters,Male,736.0,Employed
41.0,54880.97,19067.23,No,High School,Male,808.0,Employed
19.0,17609.9,24667.1,No,Masters,Male,726.0,Employed
37.0,68382.33,9594.8,Yes,Bachelors,Female,799.0,Employed
24.0,80353.68,13984.73,No,Bachelors,Female,733.0,Employed
58.0,93554.11,13757.67,No,High School,Female,688.0,Employed
47.0,105137.09,18416.96,Yes,High School,Male,732.0,Employed
39.0,83018.71,15526.55,Yes,PhD,Female,618.0,Unemployed
51.0,88671.35,,Yes,Masters,Male,733.0,Self-Employed
30.0,44308.69,11254.18,No,Masters,Male,784.0,Employed
43.0,102436.52,19497.78,Yes,High School,Female,670.0,Employed
40.0,95347.2,12023.87,No,Masters,Female,775.0,Employed
41.0,62657.69,6990.64,Yes,High School,Female,675.0,Employed
,83633.2,,Yes,Bachelors,Male,713.0,Employed
45.0,81621.36,24367.18,Yes,PhD,Male,667.0,Employed
41.0,99404.27,17049.94,Yes,High School,Female,721.0,Employed
21.0,66977.84,11849.47,Yes,PhD,Female,869.0,Employed
,55075.35,9307.41,Yes,Masters,Female,691.0,Employed
37.0,60200.03,17803.02,No,Masters,Male,712.0,Unemployed
39.0,87935.92,4366.05,Yes,PhD,Female,721.0,Employed
27.0,,19358.68,No,Masters,Male,713.0,Unemployed
62.0,10058.53,12910.58,Yes,Bachelors,Female,777.0,Employed
53.0,87884.98,12803.06,No,Masters,Female,689.0,Employed
44.0,75496.11,9634.52,Yes,Bachelors,Female,737.0,Employed
39.0,70369.27,7813.87,No,Bachelors,Female,701.0,Employed
36.0,43889.07,14709.28,No,Bachelors,Female,801.0,Self-Employed
28.0,35802.2,15977.56,Yes,Bachelors,Female,733.0,Employed
39.0,57309.42,14541.36,Yes,High School,Male,727.0,Unemployed
41.0,77233.9,20473.71,No,Bachelors,Female,,Employed
26.0,58284.89,15299.51,Yes,High School,Male,1100.0,Employed
41.0,88002.0,18577.89,Yes,Bachelors,Male,771.0,Unemployed
36.0,50918.81,7656.53,Yes,Bachelors,Female,764.0,Employed
19.0,,12790.52,Yes,Bachelors,Male,783.0,Employed
29.0,84064.02,22417.55,Yes,Bachelors,Female,720.0,Employed
34.0,62461.7,19858.49,No,Bachelors,Male,823.0,Employed
57.0,63453.0,16668.19,Yes,Masters,Male,762.0,Self-Employed
44.0,57130.23,13107.06,No,High School,Male,749.0,Employed
25.0,53421.19,10318.87,Yes,Masters,Male,715.0,Self-Employed
43.0,77083.55,12351.85,Yes,Bachelors,Male,646.0,Employed
23.0,79674.13,18187.41,Yes,Bachelors,Male,724.0,Employed
49.0,74542.97,5085.93,Yes,High School,Female,677.0,Employed
33.0,57676.33,23975.18,No,Masters,Female,698.0,Employed
37.0,65970.16,21194.17,Yes,PhD,Male,727.0,Employed
51.0,101918.7,21079.57,Yes,Masters,Female,788.0,Employed
,41578.33,18072.98,Yes,Masters,Female,714.0,Employed
24.0,107717.83,15539.8,No,Masters,Female,671.0,Employed
32.0,71994.4,16888.96,Yes,Bachelors,Male,648.0,Employed
48.0,66397.47,,No,Bachelors,Male,666.0,Employed
23.0,89067.57,25588.88,Yes,Masters,Male,828.0,Employed
10.0,28654.68,14307.52,Yes,PhD,Male,692.0,Employed
33.0,97606.39,12621.69,Yes,PhD,Female,631.0,Self-Employed
44.0,107154.52,13672.63,Yes,Masters,Female,735.0,Self-Employed
50.0,91759.46,11383.88,Yes,Bachelors,Male,690.0,Employed
33.0,27954.29,19045.2,Yes,Masters,Male,719.0,Self-Employed
34.0,85283.36,12404.75,No,Bachelors,Female,764.0,Unemployed
50.0,102919.97,14370.76,Yes,Bachelors,Male,782.0,Self-Employed
19.0,100854.98,21681.71,No,Bachelors,Male,715.0,Self-Employed
34.0,41838.22,20354.1,Yes,High School,Female,737.0,Employed
40.0,,9880.88,Yes,PhD,Male,786.0,Employed
42.0,,20903.8,Yes,PhD,Male,681.0,Employed
33.0,70589.31,7917.82,Yes,Bachelors,Male,657.0,Employed
38.0,40945.98,7494.24,Yes,Masters,Female,745.0,Self-Employed
13.0,86573.05,13367.02,Yes,High School,Male,669.0,Employed
31.0,91077.16,16464.66,Yes,High School,Male,698.0,Employed
43.0,67215.84,13876.89,No,High School,Female,720.0,Employed
28.0,46185.53,17194.58,Yes,Masters,Male,730.0,Self-Employed
39.0,89637.44,13116.73,Yes,Bachelors,Female,706.0,Employed
42.0,54623.82,4703.38,Yes,Bachelors,Male,770.0,Employed
35.0,77946.93,14046.8,Yes,Bachelors,Female,716.0,Employed
40.0,101163.33,7397.03,No,PhD,Male,638.0,Self-Employed
,36824.04,15015.73,Yes,Masters,Female,731.0,Employed
36.0,88155.28,,Yes,PhD,Female,728.0,Employed
44.0,65868.36,17586.6,Yes,Masters,Male,,Employed
40.0,66386.93,21773.38,Yes,Bachelors,Female,708.0,Employed
32.0,80286.33,6354.84,No,High School,Male,695.0,Self-Employed
40.0,54572.32,,No,High School,Female,677.0,Employed
45.0,46499.62,13498.06,Yes,Masters,Male,795.0,Employed
18.0,34316.1,20646.81,No,Bachelors,Male,751.0,Unemployed
50.0,94635.25,15779.97,Yes,High School,Female,754.0,Employed
35.0,62566.56,12866.63,No,PhD,Female,709.0,Employed
42.0,81398.81,9621.12,Yes,Masters,Female,675.0,Employed
50.0,60299.36,18617.42,Yes,High School,Male,568.0,Employed
24.0,46764.79,22686.86,Yes,Bachelors,Male,777.0,Employed
31.0,83046.25,5653.12,Yes,High School,Male,823.0,Employed
35.0,76559.25,16469.01,Yes,PhD,Female,652.0,Employed
30.0,65262.02,27724.5,Yes,High School,Male,622.0,Employed
55.0,76037.92,11971.87,Yes,Bachelors,Male,753.0,Employed
29.0,50790.31,14046.27,Yes,Bachelors,Female,810.0,Employed
32.0,91212.0,14826.99,Yes,Masters,Male,682.0,Unemployed
40.0,95847.89,12957.53,Yes,Bachelors,Male,818.0,Employed
26.0,85186.09,20485.34,Yes,Bachelors,Male,745.0,Employed
34.0,62560.28,24007.74,No,Masters,Male,595.0,Employed
41.0,71186.94,6477.17,Yes,High School,Female,778.0,Employed
35.0,101376.73,10328.09,No,Bachelors,Female,708.0,Employed
37.0,95623.32,21230.9,No,PhD,Male,714.0,Unemployed
33.0,109877.38,18001.57,Yes,Masters,Female,706.0,Employed
23.0,54389.62,17183.58,Yes,High School,Female,724.0,Self-Employed
41.0,52595.75,18482.73,Yes,Bachelors,Female,677.0,Employed
56.0,72687.41,15480.65,Yes,Bachelors,Female,662.0,Employed
38.0,78137.92,17405.92,Yes,Masters,Male,750.0,Employed
40.0,67154.22,13372.81,Yes,Bachelors,Female,659.0,Self-Employed
45.0,62206.31,13859.94,Yes,Masters,Male,666.0,Employed
25.0,95347.9,14523.82,Yes,Masters,Female,621.0,Employed
55.0,68185.36,12963.23,Yes,PhD,Male,767.0,Employed
40.0,45695.77,17344.09,Yes,Bachelors,Male,839.0,Self-Employed
54.0,48006.22,16488.14,Yes,Bachelors,Male,653.0,Employed
31.0,74941.29,5669.17,Yes,Bachelors,Male,683.0,Employed
56.0,130053.05,13983.61,No,High School,Male,719.0,Self-Employed
46.0,50481.13,15103.56,No,Bachelors,Male,761.0,Employed
44.0,63702.52,22650.72,Yes,Masters,Male,716.0,Self-Employed
40.0,118096.1,13566.39,Yes,Bachelors,Male,802.0,Employed
36.0,60314.39,15482.24,No,Masters,Male,683.0,Employed
50.0,79109.22,14616.18,No,Bachelors,Female,720.0,Self-Employed
39.0,107518.21,21610.9,No,Masters,Female,722.0,Self-Employed
18.0,50970.43,9025.81,No,Masters,Female,632.0,Self-Employed
27.0,63814.8,11075.33,No,Masters,Female,714.0,Employed
36.0,60312.68,10740.49,No,Masters,Female,736.0,Employed
,39642.09,15070.06,Yes,Bachelors,Female,645.0,Self-Employed
37.0,101387.32,7530.93,Yes,Masters,Female,683.0,Employed
50.0,58291.91,22325.77,Yes,Masters,Male,811.0,Self-Employed
18.0,52475.09,17077.61,Yes,Bachelors,Male,683.0,Employed
39.0,61111.32,17926.96,No,Masters,Male,726.0,Employed
20.0,88576.63,,No,Masters,Female,705.0,Employed
46.0,72257.87,,No,Masters,Female,689.0,Employed
37.0,54166.67,19279.89,Yes,Masters,Female,,Self-Employed
42.0,78183.0,17911.42,Yes,Bachelors,Female,738.0,Employed
29.0,86251.89,22697.02,Yes,Masters,Female,673.0,Employed
51.0,69524.71,18456.22,Yes,Bachelors,Male,699.0,Unemployed
,65304.78,12454.14,No,Bachelors,Female,782.0,Employed
44.0,90317.52,17120.02,Yes,PhD,Female,676.0,Self-Employed
37.0,66416.3,11766.0,Yes,Masters,Male,777.0,Employed
44.0,102163.83,12664.43,Yes,Masters,Male,697.0,Employed
31.0,54847.3,14931.94,Yes,Masters,Female,710.0,Self-Employed
47.0,54381.73,14071.13,No,High School,Male,743.0,Employed
54.0,51924.06,10530.54,No,Masters,Female,649.0,Self-Employed
49.0,65223.07,3652.77,No,High School,Male,756.0,Employed
31.0,70050.08,16482.24,No,Masters,Female,,Self-Employed
42.0,43487.28,16838.15,Yes,PhD,Male,729.0,Employed
25.0,71935.15,16818.54,No,PhD,Male,661.0,Self-Employed
44.0,81307.08,24529.77,Yes,High School,Male,738.0,Employed
43.0,40690.17,7319.22,No,Bachelors,Female,650.0,Employed
19.0,59576.57,22765.83,No,Bachelors,Male,692.0,Employed
26.0,81349.71,27460.08,Yes,Bachelors,Male,,Employed
35.0,,23818.9,No,Bachelors,Male,746.0,Unemployed
35.0,63680.43,13253.28,Yes,Masters,Female,792.0,Employed
26.0,91763.67,17265.08,Yes,High School,Female,697.0,Self-Employed
42.0,105903.66,11143.9,No,Bachelors,Female,702.0,Employed
41.0,78798.3,11619.93,Yes,Bachelors,Male,684.0,Employed
36.0,66614.93,23616.56,No,Bachelors,Male,798.0,Employed
30.0,59972.04,18495.4,Yes,Masters,Female,706.0,Unemployed
48.0,88215.08,18799.8,Yes,Masters,Female,743.0,Self-Employed
55.0,92668.13,9385.01,Yes,PhD,Male,739.0,Self-Employed
33.0,46871.28,7633.52,Yes,Masters,Female,679.0,Self-Employed
,88208.54,20273.71,No,High School,Male,747.0,Self-Employed
43.0,,17108.37,No,High School,Female,782.0,Employed
34.0,52808.88,13508.04,Yes,High School,Female,698.0,Employed
37.0,66927.12,23682.0,Yes,Bachelors,Female,768.0,Employed
45.0,89832.26,17966.49,Yes,PhD,Male,734.0,Employed
19.0,76188.11,10749.6,Yes,Masters,Female,661.0,Self-Employed
51.0,75646.63,5309.61,Yes,Bachelors,Female,797.0,Employed
39.0,77048.83,17991.21,Yes,High School,Female,758.0,Unemployed
34.0,79353.16,12653.0,No,High School,Male,656.0,Self-Employed
37.0,67716.98,14305.88,Yes,Bachelors,Female,673.0,Employed
38.0,,13891.4,Yes,Masters,Female,784.0,Employed
21.0,56806.36,,No,Masters,Male,671.0,Employed
53.0,83020.15,19213.99,Yes,PhD,Female,653.0,Employed
38.0,87139.71,14518.7,Yes,Masters,Female,642.0,Employed
42.0,83982.73,14384.08,Yes,Masters,Female,687.0,Employed
48.0,85020.58,16440.4,Yes,Bachelors,Female,755.0,Self-Employed
28.0,79297.31,21590.26,Yes,Bachelors,Male,733.0,Employed
43.0,93468.86,15414.77,Yes,PhD,Female,657.0,Employed
35.0,24567.72,12126.96,Yes,PhD,Female,706.0,Employed
46.0,87074.92,8975.62,No,High School,Male,751.0,Self-Employed
,109509.15,14571.8,Yes,Bachelors,Male,677.0,Employed
37.0,57562.09,9008.53,Yes,Bachelors,Female,711.0,Self-Employed
32.0,55325.4,16707.18,No,High School,Male,806.0,Unemployed
42.0,95726.38,17265.08,Yes,Bachelors,Female,723.0,Self-Employed
43.0,51465.21,20953.78,No,Bachelors,Female,801.0,Self-Employed
31.0,56665.51,13952.77,No,Bachelors,Female,681.0,Unemployed
31.0,73398.97,20161.69,Yes,Bachelors,Male,699.0,Self-Employed
37.0,54020.98,23057.77,Yes,High School,Male,783.0,Employed
29.0,87500.49,15368.62,No,Bachelors,Female,723.0,Employed
46.0,54183.96,26175.94,Yes,Masters,Female,659.0,Employed
34.0,77212.67,22184.63,Yes,PhD,Male,822.0,Employed
9.0,75689.65,12602.99,No,Masters,Male,734.0,Employed
34.0,103277.76,29722.1,Yes,Bachelors,Male,814.0,Self-Employed
28.0,93306.04,14661.47,Yes,Masters,Female,686.0,Employed
22.0,59409.45,21997.85,Yes,Bachelors,Male,711.0,Employed
26.0,44710.15,18142.58,Yes,Bachelors,Female,754.0,Employed
39.0,86759.38,16516.98,Yes,High School,Male,790.0,Self-Employed
51.0,56932.18,21544.19,Yes,Bachelors,Female,772.0,Self-Employed
41.0,63286.47,15754.24,Yes,Bachelors,Male,600.0,Employed
32.0,48803.45,14617.9,No,Bachelors,Male,685.0,Employed
43.0,83580.24,14768.98,Yes,Bachelors,Male,727.0,Employed
33.0,,9280.83,Yes,PhD,Male,758.0,Employed
31.0,69299.17,20333.19,Yes,High School,Male,702.0,Self-Employed
26.0,69609.94,11701.28,Yes,High School,Female,700.0,Employed
20.0,73671.21,16050.68,No,PhD,Male,731.0,Employed
34.0,83232.77,15100.74,No,Masters,Female,677.0,Employed
40.0,65143.59,18037.05,Yes,Masters,Male,687.0,Employed
37.0,55171.45,14934.55,No,Masters,Male,,Employed
34.0,32809.11,13658.16,No,Bachelors,Male,718.0,Employed
29.0,72052.59,17073.32,Yes,Masters,Male,662.0,Employed
44.0,66860.02,16644.72,No,High School,Male,733.0,Employed
25.0,55790.54,9691.27,Yes,Bachelors,Male,741.0,Employed
46.0,71251.05,14450.22,Yes,Masters,Male,789.0,Unemployed
,87119.65,21349.82,Yes,Bachelors,Male,718.0,Employed
30.0,92237.76,27286.37,Yes,Bachelors,Male,777.0,Employed
23.0,39297.25,6462.29,No,Masters,Male,619.0,Employed
33.0,62782.77,19138.65,No,High School,Male,717.0,Self-Employed
48.0,89220.5,15528.92,Yes,PhD,Male,695.0,Employed
43.0,101920.82,12040.11,Yes,Bachelors,Female,695.0,Self-Employed
48.0,53654.73,12860.07,Yes,Masters,Male,741.0,Employed
43.0,97566.46,10301.27,Yes,High School,Female,629.0,Employed
27.0,42998.07,8188.74,Yes,Bachelors,Male,636.0,Employed
35.0,92965.69,16926.44,No,Bachelors,Female,750.0,Self-Employed
30.0,64364.87,23916.32,Yes,PhD,Male,729.0,Employed
51.0,101256.47,16763.29,Yes,Bachelors,Female,683.0,Employed
26.0,60719.38,15857.86,Yes,High School,Female,785.0,Employed
47.0,63802.19,11882.13,Yes,Masters,Male,771.0,Self-Employed
47.0,67332.15,10348.34,Yes,Masters,Male,737.0,Employed
56.0,39259.0,15109.02,Yes,High School,Female,650.0,Employed
34.0,34750.55,9853.56,Yes,PhD,Male,787.0,Employed
45.0,80203.08,20615.48,Yes,High School,Male,625.0,Employed
61.0,,12112.26,Yes,Masters,Female,664.0,Self-Employed
32.0,82151.55,10782.73,Yes,Masters,Male,761.0,Employed
23.0,44920.49,26253.39,No,Masters,Male,645.0,Employed
19.0,79603.77,21494.3,No,Bachelors,Female,789.0,Employed
45.0,50195.92,9024.77,No,Masters,Male,816.0,Employed
19.0,78153.05,10588.87,Yes,Masters,Male,752.0,Employed
34.0,92625.98,14025.53,No,Bachelors,Male,683.0,Employed
42.0,77349.34,14195.52,Yes,Masters,Female,655.0,Unemployed
40.0,99370.68,12706.06,Yes,Masters,Male,644.0,Employed
42.0,67000.25,21683.7,No,Bachelors,Male,735.0,Employed
40.0,65667.01,16052.57,Yes,Bachelors,Male,725.0,Employed
51.0,71347.03,14815.41,No,PhD,Female,730.0,Employed
28.0,,11959.66,Yes,Bachelors,Male,790.0,Employed
31.0,61940.98,9741.92,Yes,Bachelors,Male,759.0,Employed
30.0,63697.34,11877.35,Yes,Bachelors,Female,735.0,Employed
46.0,64320.0,10620.94,Yes,Masters,Female,725.0,Employed
47.0,75365.82,8703.29,No,PhD,Male,669.0,Self-Employed
43.0,40393.42,20390.22,Yes,Bachelors,Female,745.0,Self-Employed
50.0,47087.72,19650.71,No,High School,Female,732.0,Employed
26.0,92641.39,13126.87,Yes,Bachelors,Female,774.0,Employed
55.0,29855.04,21588.56,Yes,Bachelors,Male,734.0,Unemployed
53.0,82327.42,17951.38,Yes,Bachelors,Male,839.0,Employed
45.0,62528.81,9597.68,No,Masters,Female,780.0,Employed
56.0,73202.45,7710.36,Yes,Bachelors,Female,628.0,Employed
21.0,101161.98,16530.07,Yes,Masters,Female,732.0,Employed
33.0,67376.34,17380.08,No,Masters,Female,784.0,Self-Employed
31.0,82507.76,8536.29,No,Bachelors,Male,,Employed
45.0,71171.34,12371.76,Yes,Masters,Female,688.0,Employed
27.0,67812.48,19265.71,No,Bachelors,Female,804.0,Self-Employed
46.0,65336.49,22854.42,Yes,PhD,Female,671.0,Employed
52.0,84021.17,15422.05,Yes,High School,Female,750.0,Employed
45.0,55367.96,15281.29,No,Bachelors,Male,715.0,Self-Employed
41.0,47359.54,12744.6,No,High School,Male,,Employed
28.0,71489.5,22436.14,Yes,High School,Female,691.0,Employed
30.0,73855.68,17779.41,No,Bachelors,Female,687.0,Self-Employed
50.0,33516.84,10794.58,Yes,High School,Female,776.0,Employed
46.0,69790.25,18910.58,Yes,High School,Male,800.0,Employed
38.0,45462.46,11495.33,No,Masters,Female,711.0,Employed
34.0,82536.86,10241.07,No,High School,Male,742.0,Employed
18.0,33926.3,12763.97,Yes,Bachelors,Female,762.0,Employed
27.0,108501.52,10697.39,Yes,Bachelors,Female,730.0,Employed
57.0,63236.03,10476.3,No,Bachelors,Female,755.0,Employed
25.0,52700.76,8004.33,No,PhD,Female,806.0,Employed
40.0,64340.55,11506.66,Yes,Bachelors,Female,654.0,Employed
48.0,81125.42,12334.87,Yes,Bachelors,Female,770.0,Employed
25.0,87809.4,8243.26,Yes,Masters,Male,827.0,Self-Employed
40.0,64513.77,17700.75,Yes,High School,Female,773.0,Employed
47.0,41226.19,6168.07,Yes,Bachelors,Male,658.0,Employed
38.0,45754.06,13094.24,Yes,Bachelors,Male,803.0,Employed
67.0,75727.75,18306.05,Yes,Masters,Male,719.0,Self-Employed
21.0,,20660.79,Yes,Masters,Female,750.0,Employed
49.0,92349.51,12126.24,Yes,High School,Female,772.0,Employed
36.0,73361.85,20066.72,Yes,Masters,Male,793.0,Employed
46.0,89345.99,13162.68,No,Bachelors,Male,679.0,Unemployed
42.0,108246.98,26275.41,No,Bachelors,Male,723.0,Employed
31.0,93806.95,7700.96,No,High School,Female,734.0,Employed
40.0,88440.76,9965.09,Yes,High School,Male,677.0,Employed
19.0,53868.86,15805.19,Yes,Bachelors,Female,759.0,Self-Employed
44.0,89252.39,8693.22,No,PhD,Female,707.0,Employed
41.0,79224.65,11459.77,Yes,Bachelors,Male,724.0,Employed
44.0,83012.91,17264.51,Yes,Masters,Female,695.0,Employed
49.0,95222.13,15955.74,No,Masters,Male,749.0,Employed
42.0,77171.16,14824.67,Yes,Bachelors,Female,691.0,Self-Employed
39.0,67949.07,14876.64,No,PhD,Male,718.0,Employed
29.0,48602.68,2693.8,Yes,High School,Male,721.0,Self-Employed
31.0,64069.67,15742.99,Yes,Masters,Male,693.0,Employed
50.0,74257.05,11819.99,No,High School,Male,629.0,Unemployed
52.0,75552.39,13151.48,Yes,Masters,Male,754.0,Employed
36.0,74877.53,7049.13,No,Bachelors,Male,719.0,Unemployed
38.0,89190.2,18365.94,Yes,Bachelors,Male,703.0,Employed
29.0,87307.29,17759.08,No,High School,Male,718.0,Employed
50.0,68758.24,9175.83,Yes,High School,Female,762.0,Self-Employed
,53054.76,15897.02,Yes,High School,Male,828.0,Employed
57.0,77667.16,23232.17,No,Masters,Male,634.0,Employed
29.0,114926.75,15700.54,No,PhD,Male,741.0,Employed
34.0,76424.86,4928.77,No,Bachelors,Male,696.0,Employed
40.0,64081.52,12147.62,Yes,High School,Male,792.0,Self-Employed
44.0,80716.72,,No,High School,Male,654.0,Employed
36.0,81914.73,25580.59,Yes,Masters,Male,725.0,Employed
29.0,81693.01,8954.24,Yes,Bachelors,Male,712.0,Employed
47.0,97457.6,14263.02,Yes,Bachelors,Male,664.0,Self-Employed
45.0,77721.86,9662.98,Yes,Masters,Male,688.0,Employed
29.0,96508.24,19396.16,Yes,Bachelors,Male,705.0,Employed
52.0,74604.68,13168.43,Yes,Masters,Male,728.0,Employed
50.0,100249.97,1342.2,No,PhD,Male,601.0,Employed
39.0,94134.7,13033.71,No,Masters,Male,706.0,Employed
39.0,88435.99,14439.52,Yes,High School,Male,758.0,Employed
44.0,85783.71,16939.82,No,Bachelors,Female,786.0,Self-Employed
29.0,116030.35,15908.4,No,Bachelors,Male,736.0,Employed
38.0,91532.35,18286.14,Yes,Bachelors,Male,747.0,Employed
16.0,53013.66,14382.44,No,Masters,Female,657.0,Employed
47.0,74918.01,15423.17,Yes,Bachelors,Female,703.0,Employed
22.0,64705.66,15061.04,Yes,Masters,Male,658.0,Employed
53.0,111289.53,12924.3,Yes,Bachelors,Male,711.0,Employed
35.0,95028.75,17840.83,Yes,Bachelors,Male,835.0,Self-Employed
36.0,110639.02,19233.52,No,High School,Female,793.0,Employed
32.0,54800.11,14781.42,Yes,PhD,Male,760.0,Employed
35.0,92033.49,,Yes,PhD,Female,736.0,Self-Employed
52.0,42709.42,9587.41,No,Bachelors,Female,707.0,Self-Employed
13.0,38157.35,16774.72,Yes,Masters,Male,,Employed
51.0,62060.88,9982.41,No,Bachelors,Male,690.0,Employed
41.0,100247.5,15797.22,Yes,Bachelors,Female,828.0,Employed
26.0,50147.7,15655.63,Yes,Bachelors,Male,762.0,Self-Employed
27.0,69663.76,20335.25,Yes,Masters,Male,768.0,Employed
55.0,93776.86,21935.98,Yes,High School,Female,695.0,Employed
29.0,86928.26,-190.58,Yes,Masters,Male,697.0,Employed
26.0,114323.73,13992.48,Yes,Masters,Male,683.0,Employed
49.0,70067.44,4495.38,Yes,High School,Female,658.0,Employed
41.0,61167.41,20807.83,No,Masters,Female,790.0,Employed
29.0,48110.38,14884.06,Yes,High School,Male,754.0,Employed
40.0,62640.0,20758.33,Yes,Masters,Male,699.0,Employed
28.0,47928.02,16290.8,Yes,Masters,Female,690.0,Employed
49.0,34071.09,8248.5,Yes,High School,Female,793.0,Employed
49.0,109267.85,10161.72,Yes,Masters,Male,746.0,Self-Employed
43.0,70978.14,14328.57,No,Bachelors,Female,699.0,Employed
42.0,121829.34,17847.7,No,Masters,Male,778.0,Employed
56.0,53214.23,15283.89,Yes,Bachelors,Male,815.0,Employed
38.0,61423.83,15887.53,Yes,Bachelors,Female,691.0,Employed
26.0,54492.62,13212.79,No,High School,Male,699.0,Employed
42.0,57184.88,20649.85,Yes,Bachelors,Male,709.0,Employed
59.0,87472.07,15730.34,Yes,Masters,Male,735.0,Employed
28.0,81326.48,15242.11,No,Masters,Female,718.0,Employed
34.0,87508.19,16477.16,No,Masters,Male,647.0,Self-Employed
42.0,96845.43,12924.99,No,Masters,Male,674.0,Employed
37.0,92147.1,13249.01,Yes,Bachelors,Female,726.0,Employed
28.0,49830.21,17406.58,No,High School,Male,795.0,Employed
49.0,59523.63,18881.55,Yes,Masters,Male,731.0,Employed
61.0,72429.66,19404.0,Yes,Masters,Female,766.0,Employed
40.0,144556.67,14023.79,Yes,Masters,Male,737.0,Self-Employed
29.0,85448.0,15616.4,Yes,Bachelors,Female,712.0,Self-Employed
23.0,72133.78,11967.53,Yes,High School,Male,676.0,Unemployed
41.0,83465.49,18933.04,Yes,Masters,Female,739.0,Employed
,57937.72,10275.87,Yes,High School,Male,,Self-Employed
43.0,75248.51,16110.69,Yes,High School,Female,657.0,Unemployed
38.0,89093.24,19394.9,Yes,Masters,Female,749.0,Employed
32.0,69420.09,15628.55,Yes,High School,Male,692.0,Employed
27.0,54868.93,16500.01,Yes,Bachelors,Female,738.0,Employed
46.0,68442.52,13636.1,Yes,High School,Female,683.0,Employed
47.0,63608.47,5730.43,Yes,PhD,Female,727.0,Employed
23.0,42857.45,11631.98,Yes,Masters,Male,673.0,Self-Employed
54.0,58568.96,15221.78,Yes,Masters,Female,768.0,Employed
44.0,42143.74,11554.71,Yes,Masters,Male,723.0,Employed
52.0,45264.1,17426.05,Yes,High School,Male,809.0,Employed
25.0,47181.11,7679.88,Yes,PhD,Male,735.0,Self-Employed
24.0,89069.03,5312.54,Yes,High School,Female,670.0,Employed
37.0,99783.3,18475.2,Yes,High School,Female,641.0,Employed
43.0,39278.41,13441.79,Yes,High School,Female,791.0,Employed
56.0,101603.67,16731.9,Yes,High School,Male,690.0,Employed
45.0,47468.12,12394.83,Yes,Masters,Female,671.0,Unemployed
36.0,84937.6,17823.7,No,Bachelors,Male,787.0,Employed
28.0,75171.17,21787.09,Yes,Bachelors,Female,698.0,Employed
50.0,82717.03,,Yes,Bachelors,Male,766.0,Employed
28.0,46685.14,11760.19,Yes,Bachelors,Male,738.0,Employed
54.0,33752.85,12890.4,Yes,Bachelors,Male,624.0,Self-Employed
35.0,53941.83,15850.7,No,Bachelors,Male,752.0,Employed
54.0,78537.37,24354.58,No,PhD,Female,671.0,Employed
45.0,109138.08,9235.87,Yes,PhD,Female,658.0,Unemployed
37.0,49405.53,9271.15,Yes,Bachelors,Female,609.0,Employed
33.0,68023.25,19344.73,Yes,Bachelors,Male,662.0,Employed
35.0,55018.42,11671.16,Yes,High School,Male,702.0,Self-Employed
42.0,69655.48,18295.78,No,Masters,Female,724.0,Employed
39.0,31384.29,12074.93,Yes,PhD,Female,728.0,Self-Employed
32.0,99960.87,16761.41,Yes,PhD,Female,764.0,Self-Employed
,70480.72,12450.1,No,High School,Male,635.0,Employed
39.0,88343.31,9976.57,Yes,High School,Female,616.0,Unemployed
17.0,65355.96,15731.53,Yes,Masters,Female,844.0,Employed
43.0,73812.56,8937.33,No,Bachelors,Male,717.0,Self-Employed
28.0,92577.45,17281.51,Yes,High School,Male,747.0,Self-Employed
26.0,72634.34,13828.62,No,Bachelors,Male,648.0,Employed
21.0,73354.13,8194.9,Yes,PhD,Male,754.0,Employed
20.0,54121.18,16499.68,Yes,High School,Female,772.0,Self-Employed
24.0,59311.53,16394.37,No,Bachelors,Female,625.0,Self-Employed
31.0,49743.69,3239.08,Yes,Bachelors,Female,744.0,Employed
58.0,55239.65,14745.47,No,Masters,Female,744.0,Employed
33.0,95024.58,15049.48,Yes,Bachelors,Female,595.0,Employed
40.0,106172.19,15463.37,No,High School,Female,729.0,Employed
42.0,45054.5,5906.17,Yes,Masters,Female,687.0,Self-Employed
39.0,77903.44,16768.52,Yes,Bachelors,Male,743.0,Employed
37.0,63646.17,17565.13,Yes,Bachelors,Male,755.0,Employed
26.0,97939.37,10310.05,Yes,Bachelors,Female,743.0,Employed
53.0,72697.2,8004.29,Yes,Bachelors,Male,705.0,Self-Employed
56.0,69850.49,10103.02,No,High School,Male,698.0,Employed
21.0,55104.61,15643.9,Yes,PhD,Male,731.0,Employed
28.0,39364.4,8810.92,Yes,Bachelors,Female,707.0,Employed
35.0,85218.77,8231.94,No,Bachelors,Female,646.0,Self-Employed
28.0,77059.57,25497.35,Yes,Masters,Male,730.0,Unemployed
43.0,77548.88,14973.45,Yes,High School,Male,711.0,Employed
31.0,58013.46,13444.05,Yes,Masters,Female,711.0,Self-Employed
60.0,67084.63,11647.65,Yes,Bachelors,Male,702.0,Employed
50.0,85821.42,12884.49,Yes,Bachelors,Male,710.0,Employed
40.0,89642.25,24009.31,No,Bachelors,Female,687.0,Unemployed
48.0,46430.57,19081.29,Yes,High School,Female,763.0,Unemployed
49.0,57333.04,26933.65,No,High School,Male,698.0,Employed
32.0,42202.33,16959.7,Yes,Bachelors,Male,724.0,Employed
30.0,74025.29,10218.77,No,Masters,Male,685.0,Employed
39.0,87686.77,16355.84,No,High School,Female,665.0,Employed
47.0,64425.69,17743.11,Yes,Masters,Male,714.0,Self-Employed
39.0,56742.87,18069.56,Yes,High School,Female,754.0,Unemployed
22.0,63293.96,12789.2,Yes,Masters,Female,772.0,Self-Employed
30.0,116126.27,24019.38,Yes,PhD,Male,756.0,Employed
37.0,93838.56,8652.15,Yes,PhD,Male,673.0,Employed
37.0,84619.94,16697.26,Yes,PhD,Male,,Employed
58.0,76401.36,13538.03,Yes,PhD,Female,716.0,Unemployed
24.0,69745.17,11115.25,Yes,PhD,Male,756.0,Self-Employed
43.0,51867.36,,Yes,Masters,Female,745.0,Employed
53.0,48766.19,21282.89,Yes,Bachelors,Male,689.0,Employed
61.0,58641.79,17019.9,Yes,Bachelors,Male,737.0,Employed
34.0,50924.4,16365.46,Yes,High School,Female,749.0,Employed
43.0,57843.74,4901.89,Yes,Masters,Female,736.0,Employed
44.0,67962.09,19606.02,Yes,Masters,Female,,Employed
40.0,69493.97,,Yes,Bachelors,Male,687.0,Employed
37.0,57592.37,17670.88,Yes,Bachelors,Male,700.0,Employed
42.0,79904.19,19600.94,No,Bachelors,Male,828.0,Self-Employed
13.0,66219.87,15964.4,Yes,Masters,Female,661.0,Unemployed
45.0,74293.97,4994.17,No,PhD,Female,,Employed
39.0,55108.19,22082.62,No,Masters,Male,814.0,Employed
36.0,83857.45,24026.06,Yes,Bachelors,Female,655.0,Self-Employed
58.0,59303.08,19065.53,Yes,High School,Male,689.0,Employed
31.0,102171.08,11367.66,Yes,PhD,Male,705.0,Self-Employed
34.0,65500.17,21149.14,Yes,High School,Male,689.0,Unemployed
58.0,68106.32,13589.69,No,High School,Female,690.0,Employed
30.0,81871.77,14665.14,Yes,Bachelors,Female,755.0,Employed
32.0,86237.0,20987.61,No,Masters,Male,733.0,Self-Employed
37.0,88391.87,18237.48,Yes,Bachelors,Female,748.0,Self-Employed
46.0,105511.76,3235.28,Yes,High School,Female,712.0,Unemployed
40.0,83237.71,16039.27,No,High School,Female,709.0,Self-Employed
25.0,68660.27,20926.72,Yes,Bachelors,Female,683.0,Self-Employed
33.0,59407.08,8182.06,No,Masters,Female,744.0,Self-Employed
32.0,67323.43,19887.4,Yes,Bachelors,Male,771.0,Unemployed
37.0,99680.33,6651.21,Yes,PhD,Female,663.0,Unemployed
42.0,42260.67,13926.03,Yes,Bachelors,Male,759.0,Employed
42.0,53619.84,,No,Masters,Female,734.0,Employed
20.0,65620.27,13734.42,Yes,Bachelors,Female,662.0,Self-Employed
49.0,53353.69,20888.17,No,Bachelors,Female,648.0,Unemployed
41.0,61824.56,7926.56,Yes,Bachelors,Male,706.0,Employed
52.0,106124.69,19076.17,Yes,Bachelors,Male,694.0,Employed
42.0,64038.14,15264.52,No,Masters,Male,772.0,Unemployed
49.0,78232.97,10737.22,Yes,Masters,Female,700.0,Employed
43.0,36836.06,17193.78,No,High School,Female,693.0,Employed
51.0,47951.25,14648.33,No,Bachelors,Female,698.0,Employed
43.0,,22397.79,Yes,High School,Female,708.0,Employed
37.0,103360.57,17917.04,No,High School,Female,734.0,Unemployed
61.0,74428.21,17063.25,No,Bachelors,Female,773.0,Employed
47.0,63879.67,,Yes,Bachelors,Female,658.0,Employed
44.0,79923.23,15732.84,Yes,Bachelors,Male,740.0,Employed
25.0,18051.31,12124.19,Yes,High School,Female,653.0,Self-Employed
,74582.43,14688.52,Yes,Bachelors,Male,772.0,Self-Employed
41.0,49077.79,21226.75,No,Masters,Male,642.0,Employed
39.0,85881.86,13571.24,No,Masters,Female,781.0,Employed
32.0,26154.02,7769.21,Yes,Masters,Male,767.0,Employed
39.0,57432.48,17472.64,Yes,High School,Female,681.0,Employed
54.0,69180.48,18934.24,Yes,Masters,Male,693.0,Unemployed
45.0,54764.18,22944.83,Yes,PhD,Female,625.0,Employed
27.0,62490.31,19321.87,No,PhD,Female,632.0,Employed
37.0,88088.69,13641.63,Yes,Bachelors,Female,705.0,Employed
30.0,69510.08,16303.97,Yes,PhD,Female,730.0,Self-Employed
34.0,51388.38,16946.56,Yes,High School,Female,772.0,Employed
34.0,88808.0,17170.93,Yes,Masters,Male,,Employed
33.0,75019.62,2629.58,Yes,Bachelors,Male,713.0,Employed
25.0,75849.75,12132.59,No,Masters,Female,657.0,Employed
37.0,52149.78,17385.23,No,Bachelors,Male,713.0,Employed
,19047.87,20496.87,Yes,Bachelors,Male,725.0,Employed
9.0,51877.38,11828.66,Yes,High School,Female,749.0,Employed
59.0,49842.63,12925.25,Yes,Masters,Female,718.0,Employed
49.0,57734.06,13807.57,Yes,Masters,Female,767.0,Employed
34.0,53162.89,14325.54,Yes,Masters,Female,721.0,Self-Employed
38.0,72253.97,,Yes,Bachelors,Male,713.0,Employed
26.0,87617.55,11307.69,Yes,Masters,Female,760.0,Employed
55.0,91523.23,19324.02,No,Bachelors,Female,760.0,Employed
57.0,86744.24,22093.92,Yes,Bachelors,Female,704.0,Employed
40.0,52047.5,13031.6,Yes,Bachelors,Female,810.0,Employed
48.0,71178.02,12850.57,Yes,Bachelors,Male,733.0,Employed
40.0,101303.32,15787.71,No,Bachelors,Male,726.0,Employed
25.0,38305.31,12067.56,No,Masters,Female,704.0,Employed
34.0,96964.6,14560.48,No,High School,Male,742.0,Self-Employed
39.0,50077.93,7651.71,Yes,Bachelors,Female,764.0,Employed
,75875.31,19278.53,Yes,Masters,Male,725.0,Employed
36.0,78255.7,23315.11,Yes,Bachelors,Female,731.0,Self-Employed
37.0,73798.26,11633.94,Yes,Masters,Male,664.0,Employed
37.0,114569.46,6768.87,Yes,High School,Female,678.0,Employed
39.0,63983.36,19604.42,Yes,PhD,Female,681.0,Unemployed
27.0,37210.24,12907.53,Yes,High School,Female,732.0,Employed
31.0,77128.94,11660.81,Yes,Masters,Male,663.0,Employed
25.0,66599.2,,No,Bachelors,Male,619.0,Employed
48.0,81096.02,8895.77,Yes,Masters,Male,650.0,Self-Employed
17.0,87641.9,17410.02,Yes,Bachelors,Female,747.0,Self-Employed
50.0,69326.21,8676.96,Yes,Bachelors,Male,,Employed
52.0,78726.21,9078.14,Yes,Masters,Female,767.0,Employed
35.0,72884.76,9010.98,Yes,High School,Female,666.0,Employed
12.0,105837.75,15819.99,No,High School,Male,677.0,Employed
34.0,62588.76,5931.55,Yes,High School,Female,689.0,Employed
37.0,56258.6,25441.36,Yes,Bachelors,Female,643.0,Employed
28.0,87614.62,13122.36,Yes,High School,Male,710.0,Self-Employed
33.0,51416.4,4418.99,No,Masters,Male,743.0,Employed
53.0,77843.16,9696.31,Yes,Bachelors,Male,671.0,Employed
45.0,66608.22,17993.92,No,Masters,Female,660.0,Unemployed
29.0,67973.59,21741.72,No,Bachelors,Male,759.0,Employed
22.0,118746.09,15815.94,Yes,Bachelors,Male,675.0,Employed
35.0,94681.73,15428.19,Yes,Masters,Male,680.0,Employed
36.0,90431.59,7349.12,Yes,Bachelors,Male,600.0,Employed
43.0,80611.41,22444.29,Yes,Bachelors,Male,766.0,Employed
33.0,56169.72,17779.65,Yes,Bachelors,Male,786.0,Employed
43.0,75229.63,16605.41,Yes,Bachelors,Female,704.0,Self-Employed
57.0,81666.49,15084.57,Yes,Bachelors,Male,717.0,Unemployed
46.0,73979.71,17655.15,Yes,PhD,Female,744.0,Self-Employed
38.0,71895.01,,No,Bachelors,Male,753.0,Employed
36.0,62051.01,19696.7,Yes,Bachelors,Female,716.0,Employed
34.0,75469.17,19016.95,Yes,High School,Female,691.0,Self-Employed
50.0,59488.57,14509.28,Yes,High School,Male,712.0,Employed
32.0,84068.46,13639.54,Yes,Masters,Female,701.0,Self-Employed
38.0,29684.58,4207.82,No,Bachelors,Female,732.0,Employed
,97174.87,6338.96,No,Bachelors,Male,666.0,Employed
33.0,,17728.83,Yes,Masters,Female,778.0,Employed
24.0,48654.9,19523.66,No,Masters,Female,819.0,Employed
41.0,78177.08,20350.25,Yes,Bachelors,Male,684.0,Self-Employed
37.0,80798.84,8264.13,Yes,PhD,Female,681.0,Employed
43.0,111565.56,26467.26,No,Bachelors,Female,677.0,Employed
33.0,75925.69,20001.46,Yes,Masters,Male,696.0,Self-Employed
50.0,69190.9,12132.74,No,High School,Female,807.0,Employed
29.0,73825.99,15816.62,Yes,Masters,Male,691.0,Employed
55.0,101809.76,6513.1,No,Bachelors,Female,726.0,Employed
21.0,118488.0,11915.49,Yes,Masters,Male,697.0,Employed
42.0,66303.99,17691.31,Yes,Masters,Male,617.0,Self-Employed
43.0,80855.45,15313.45,Yes,Bachelors,Male,692.0,Self-Employed
30.0,68512.22,23715.72,Yes,Masters,Female,718.0,Self-Employed
42.0,68114.67,7602.77,Yes,Masters,Male,796.0,Unemployed
51.0,107581.01,14414.34,No,Bachelors,Male,632.0,Employed
16.0,51485.37,9316.92,Yes,Masters,Female,767.0,Unemployed
43.0,23314.38,22675.27,Yes,High School,Female,731.0,Employed
13.0,,16326.78,No,Bachelors,Male,715.0,Employed
28.0,94020.13,15042.22,Yes,High School,Male,668.0,Self-Employed
54.0,74397.93,14334.31,Yes,Bachelors,Male,781.0,Employed
32.0,80044.07,10614.58,Yes,Masters,Female,737.0,Employed
26.0,85047.87,20992.23,No,High School,Male,718.0,Employed
36.0,72218.22,15853.03,Yes,High School,Male,715.0,Employed
59.0,81126.15,,No,High School,Female,,Employed
20.0,80792.24,17911.61,Yes,High School,Male,677.0,Employed
27.0,30827.91,10691.09,Yes,Masters,Male,791.0,Employed
53.0,72277.34,24976.44,Yes,High School,Female,829.0,Unemployed
57.0,38544.34,22847.56,Yes,Masters,Male,704.0,Unemployed
37.0,69236.57,14820.21,Yes,PhD,Female,784.0,Employed
26.0,60094.38,,No,Masters,Male,690.0,Employed
59.0,90680.23,18198.21,Yes,Bachelors,Female,663.0,Employed
54.0,74888.26,20600.94,No,Bachelors,Female,691.0,Self-Employed
45.0,79463.86,23751.38,No,Masters,Male,740.0,Employed
30.0,,18224.07,Yes,Bachelors,Female,708.0,Employed
,91043.63,15682.84,Yes,PhD,Male,740.0,Employed
36.0,38053.49,15685.68,No,Bachelors,Male,733.0,Self-Employed
41.0,52089.95,5596.56,Yes,Bachelors,Male,698.0,Employed
53.0,95726.14,12848.52,Yes,Bachelors,Male,658.0,Employed
47.0,61287.03,16806.11,Yes,Bachelors,Female,718.0,Unemployed
27.0,27083.36,3711.35,Yes,Bachelors,Female,651.0,Employed
52.0,99052.83,15899.68,Yes,PhD,Male,723.0,Self-Employed
41.0,91538.72,10939.87,Yes,Masters,Female,736.0,Employed
45.0,1400598.056378007,22885.09,Yes,Bachelors,Male,603.0,Unemployed
53.0,71888.12,13576.59,No,Bachelors,Female,783.0,Employed
27.0,103214.94,13681.86,Yes,Masters,Male,703.0,Employed
38.0,95172.37,14312.93,No,High School,Male,745.0,Employed
33.0,100957.12,14976.75,Yes,Bachelors,Male,,Employed
22.0,83910.01,18964.15,No,Masters,Female,699.0,Employed
41.0,72455.92,13278.49,Yes,Masters,Female,800.0,Employed
63.0,62016.7,15117.16,Yes,Masters,Female,652.0,Self-Employed
20.0,44621.52,18993.96,Yes,High School,Male,694.0,Employed
38.0,80040.91,15042.65,No,Masters,Female,722.0,Self-Employed
44.0,81707.15,18277.15,Yes,Masters,Female,596.0,Self-Employed
39.0,63004.37,12772.17,No,Bachelors,Female,673.0,Self-Employed
37.0,82273.62,16755.03,No,Bachelors,Male,760.0,Employed
25.0,63356.44,21544.96,Yes,High School,Male,656.0,Self-Employed
40.0,87348.55,18012.27,Yes,Masters,Male,728.0,Employed
30.0,52357.85,5644.91,No,Bachelors,Female,737.0,Employed
16.0,48897.77,17776.82,No,Masters,Female,745.0,Employed
50.0,65188.43,9230.06,Yes,Bachelors,Male,667.0,Employed
48.0,86575.71,10375.11,No,Masters,Female,728.0,Employed
39.0,46824.29,17459.4,Yes,PhD,Male,661.0,Employed
40.0,90993.74,10152.18,No,PhD,Male,705.0,Employed
49.0,37148.24,9450.97,Yes,High School,Male,,Employed
40.0,65065.08,14982.52,Yes,Bachelors,Male,677.0,Self-Employed
47.0,41738.48,11932.9,Yes,PhD,Male,746.0,Employed
35.0,17802.01,6851.21,Yes,PhD,Male,716.0,Self-Employed
51.0,77329.04,17776.93,Yes,Bachelors,Male,758.0,Unemployed
41.0,66443.78,19927.1,No,Bachelors,Female,621.0,Self-Employed
40.0,42058.02,19523.52,Yes,Masters,Female,779.0,Employed
25.0,59667.72,10508.42,Yes,Bachelors,Female,630.0,Employed
41.0,78836.5,17054.51,Yes,Masters,Female,659.0,Employed
30.0,62637.01,12529.61,Yes,PhD,Female,777.0,Employed
32.0,66026.38,8662.52,Yes,Masters,Male,716.0,Self-Employed
30.0,62030.87,11263.36,Yes,Masters,Male,698.0,Employed
27.0,58353.96,903.31,Yes,High School,Male,767.0,Self-Employed
59.0,58093.25,9713.5,Yes,Bachelors,Female,714.0,Employed
51.0,57506.05,7666.46,Yes,Bachelors,Female,670.0,Unemployed
57.0,54937.14,16014.54,Yes,PhD,Male,782.0,Employed
26.0,49654.11,16457.48,No,Bachelors,Male,733.0,Employed
39.0,62405.75,6551.38,Yes,Bachelors,Male,656.0,Self-Employed
25.0,57201.44,19139.9,Yes,High School,Female,681.0,Employed
31.0,48566.03,11961.19,No,High School,Male,670.0,Employed
29.0,85320.29,9653.0,No,PhD,Female,661.0,Employed
50.0,94652.72,6048.38,Yes,Masters,Female,713.0,Employed
34.0,69997.94,10995.66,Yes,Bachelors,Male,716.0,Self-Employed
49.0,71329.46,14303.9,Yes,PhD,Female,741.0,Employed
44.0,56148.72,19978.99,Yes,Bachelors,Male,748.0,Employed
61.0,91340.63,14473.53,Yes,Bachelors,Male,762.0,Employed
23.0,104763.62,13425.65,Yes,Masters,Female,771.0,Employed
51.0,66724.12,17902.47,Yes,Bachelors,Female,744.0,Employed
49.0,59571.07,15700.47,No,Bachelors,Male,738.0,Employed
28.0,76829.51,7474.68,No,Bachelors,Male,768.0,Employed
48.0,72578.62,,Yes,High School,Male,741.0,Employed
41.0,59996.89,12124.96,No,Masters,Female,672.0,Employed
36.0,79423.92,14250.3,Yes,Masters,Male,650.0,Self-Employed
30.0,88763.15,12623.48,Yes,Masters,Male,,Employed
31.0,54283.63,10967.64,Yes,Bachelors,Female,736.0,Self-Employed
58.0,120840.68,22324.39,Yes,High School,Male,705.0,Self-Employed
38.0,39341.16,14773.94,Yes,Bachelors,Male,731.0,Self-Employed
46.0,52966.19,17384.3,Yes,Bachelors,Male,707.0,Employed
30.0,74679.36,14413.25,Yes,Bachelors,Male,674.0,Employed
30.0,114937.46,19076.08,No,PhD,Female,590.0,Employed
49.0,58748.19,14545.76,No,PhD,Male,659.0,Employed
25.0,48685.07,19861.85,Yes,Masters,Male,807.0,Employed
34.0,80984.83,648.65,Yes,Masters,Male,768.0,Employed
38.0,65028.11,15498.45,Yes,Bachelors,Female,683.0,Self-Employed
39.0,83305.11,16305.46,Yes,Bachelors,Female,,Self-Employed
36.0,68584.39,16523.18,Yes,Bachelors,Male,695.0,Employed
42.0,,9580.94,Yes,Masters,Female,775.0,Employed
45.0,116977.52,11386.62,Yes,Bachelors,Male,765.0,Employed
45.0,10912.19,9783.45,Yes,Bachelors,Female,768.0,Self-Employed
28.0,106404.78,17435.44,Yes,Bachelors,Male,669.0,Self-Employed
35.0,88665.24,,Yes,Bachelors,Male,809.0,Self-Employed
50.0,55088.21,6780.64,Yes,Masters,Male,,Employed
47.0,107448.4,16025.87,Yes,Bachelors,Male,762.0,Unemployed
24.0,42571.62,10676.94,Yes,Bachelors,Male,735.0,Employed
42.0,90162.22,23737.87,Yes,Bachelors,Male,634.0,Employed
18.0,,17813.09,Yes,Bachelors,Male,694.0,Employed
38.0,47082.44,13240.27,Yes,Masters,Female,718.0,Employed
57.0,47032.76,14325.5,Yes,High School,Male,679.0,Self-Employed
29.0,54986.87,21485.28,Yes,Masters,Male,646.0,Unemployed
30.0,70231.62,15285.97,Yes,Masters,Male,697.0,Employed
46.0,53480.47,6056.88,No,Masters,Female,785.0,Employed
23.0,29271.78,22586.63,Yes,Bachelors,Male,748.0,Employed
32.0,79269.02,19064.19,Yes,Masters,Female,692.0,Employed
44.0,70979.02,12313.19,No,Bachelors,Female,731.0,Employed
32.0,78178.55,18003.57,No,Bachelors,Male,652.0,Employed
36.0,73438.36,11932.6,Yes,Masters,Female,719.0,Self-Employed
45.0,89084.71,11800.0,No,Bachelors,Female,623.0,Employed
42.0,68490.35,14394.28,Yes,High School,Female,660.0,Employed
41.0,90250.41,18000.01,Yes,Masters,Male,760.0,Self-Employed
35.0,54486.07,17352.28,Yes,PhD,Female,690.0,Employed
42.0,55626.59,19691.69,No,Bachelors,Female,697.0,Self-Employed
37.0,97520.79,17374.08,Yes,Bachelors,Female,714.0,Employed
43.0,97113.37,22266.67,No,Bachelors,Female,796.0,Employed
33.0,81474.84,23621.93,Yes,High School,Male,536.0,Employed
36.0,52217.84,16510.79,Yes,High School,Female,673.0,Employed
28.0,50607.35,13318.02,Yes,Bachelors,Male,838.0,Employed
38.0,96561.28,14102.73,Yes,PhD,Female,777.0,Employed
30.0,95453.3,5372.68,No,Masters,Male,745.0,Self-Employed
27.0,68728.41,,Yes,Bachelors,Female,732.0,Employed
41.0,116837.7,11915.33,Yes,Bachelors,Female,706.0,Employed
40.0,79178.0,11475.35,No,Bachelors,Male,650.0,Unemployed
46.0,47856.01,14810.6,Yes,Bachelors,Female,698.0,Employed
34.0,64487.38,4505.28,Yes,High School,Male,712.0,Employed
42.0,70109.41,14105.6,Yes,Bachelors,Female,776.0,Employed
44.0,71727.97,16020.17,Yes,High School,Male,736.0,Employed
42.0,95000.06,7322.34,Yes,Masters,Female,722.0,Employed
30.0,50874.22,21771.87,No,Bachelors,Male,686.0,Employed
39.0,43369.75,17214.37,Yes,Bachelors,Male,695.0,Unemployed
42.0,82046.47,21453.49,Yes,Masters,Male,631.0,Employed
38.0,59860.31,17171.05,Yes,High School,Female,730.0,Self-Employed
17.0,118470.12,16804.22,No,Masters,Female,656.0,Employed
40.0,88864.41,22610.47,Yes,Bachelors,Female,701.0,Employed
60.0,59492.07,21577.28,Yes,Bachelors,Male,770.0,Employed
34.0,94257.07,24708.12,No,Bachelors,Male,732.0,Self-Employed
31.0,84608.22,14379.79,Yes,High School,Male,735.0,Employed
42.0,82673.94,11026.73,Yes,Masters,Female,780.0,Employed
41.0,67555.12,9211.45,No,Bachelors,Male,753.0,Unemployed
50.0,78409.02,10113.1,Yes,Masters,Male,712.0,Employed
25.0,27940.84,18391.86,Yes,Masters,Male,619.0,Employed
45.0,96341.79,28631.8,Yes,Bachelors,Male,698.0,Unemployed
44.0,1278.75,,Yes,High School,Female,714.0,Employed
37.0,61157.54,14101.88,Yes,PhD,Female,719.0,Unemployed
41.0,38085.79,18831.84,No,PhD,Female,638.0,Self-Employed
48.0,59982.98,12233.01,No,Masters,Female,728.0,Employed
47.0,68517.65,12544.01,Yes,Bachelors,Male,756.0,Employed
27.0,46064.13,9827.87,Yes,Masters,Male,700.0,Unemployed
,14510.46,10160.87,Yes,High School,Male,741.0,Unemployed
37.0,74141.31,17777.01,Yes,PhD,Female,685.0,Employed
39.0,111728.8,22413.4,Yes,Bachelors,Female,731.0,Self-Employed
39.0,62974.4,20205.5,Yes,Bachelors,Female,812.0,Unemployed
36.0,89186.62,22288.26,Yes,Masters,Female,698.0,Employed
50.0,100087.7,18919.02,Yes,Bachelors,Male,661.0,Self-Employed
37.0,31999.24,14828.38,Yes,Bachelors,Female,756.0,Unemployed
27.0,60854.5,12372.36,Yes,Bachelors,Male,705.0,Employed
34.0,44472.29,17884.27,Yes,High School,Female,680.0,Self-Employed
40.0,,6601.85,Yes,Bachelors,Female,681.0,Employed
50.0,104040.23,11977.42,No,PhD,Male,730.0,Unemployed
44.0,74473.59,11061.86,No,Masters,Female,721.0,Employed
29.0,85776.47,21220.42,Yes,Bachelors,Male,783.0,Employed
63.0,69122.02,8112.08,No,Masters,Male,739.0,Employed
41.0,45788.95,19647.98,No,Bachelors,Female,767.0,Employed
51.0,83562.31,16937.1,No,High School,Female,720.0,Unemployed
36.0,95051.51,16998.21,No,Bachelors,Female,743.0,Employed
43.0,76347.48,12662.35,Yes,High School,Male,716.0,Employed
46.0,79782.49,7683.82,No,Bachelors,Female,809.0,Self-Employed
50.0,45303.97,17501.36,Yes,High School,Male,742.0,Employed
49.0,84137.27,19429.41,Yes,Bachelors,Male,646.0,Self-Employed
47.0,96920.28,17485.76,Yes,High School,Male,709.0,Employed
35.0,78091.71,14279.84,Yes,Bachelors,Male,730.0,Unemployed
32.0,34064.34,9310.4,Yes,PhD,Female,718.0,Employed
41.0,102712.59,11884.64,Yes,Masters,Female,760.0,Employed
47.0,51103.52,17251.21,No,High School,Female,695.0,Employed
36.0,77755.74,11049.52,Yes,Bachelors,Female,720.0,Self-Employed
49.0,89059.53,10190.02,Yes,Bachelors,Male,765.0,Employed
53.0,91592.37,7766.95,Yes,PhD,Male,649.0,Employed
29.0,,17676.17,Yes,Bachelors,Male,671.0,Employed
30.0,72344.35,,No,High School,Male,815.0,Employed
37.0,71020.43,20770.77,Yes,Masters,Female,701.0,Unemployed
41.0,98780.56,4279.55,Yes,Masters,Female,762.0,Employed
33.0,79174.47,20859.31,Yes,Bachelors,Female,774.0,Employed
52.0,,20567.38,Yes,High School,Female,655.0,Employed
42.0,80798.35,21043.25,No,High School,Male,677.0,Employed
38.0,68516.68,15598.08,Yes,Bachelors,Male,720.0,Employed
,73877.19,16108.95,No,Bachelors,Male,686.0,Employed
25.0,100471.94,16085.55,Yes,Masters,Male,740.0,Employed
41.0,44061.36,10434.98,Yes,Bachelors,Male,746.0,Employed
17.0,88119.09,10647.42,Yes,High School,Male,730.0,Unemployed
48.0,57447.68,16128.73,Yes,Bachelors,Male,718.0,Employed
36.0,53150.42,13754.46,Yes,High School,Female,749.0,Employed
70.0,90468.53,18580.54,No,High School,Male,780.0,Employed
61.0,52338.25,13217.38,No,Bachelors,Female,785.0,Employed
36.0,77541.49,7656.54,No,Bachelors,Female,733.0,Employed
37.0,60221.17,7889.98,Yes,Masters,Male,676.0,Employed
48.0,22861.27,11193.66,Yes,PhD,Male,711.0,Employed
55.0,79554.32,18630.65,Yes,Masters,Male,754.0,Employed
22.0,72526.43,12403.69,No,Bachelors,Female,775.0,Self-Employed
20.0,31798.39,16492.36,No,High School,Male,773.0,Employed
32.0,56028.21,6638.62,Yes,Bachelors,Female,711.0,Unemployed
44.0,33860.16,15810.2,Yes,Bachelors,Female,731.0,Self-Employed
43.0,84633.8,15188.91,No,Bachelors,Male,746.0,Employed
49.0,97759.86,20951.02,Yes,Masters,Female,793.0,Self-Employed
26.0,86989.81,15771.22,No,PhD,Male,682.0,Employed
15.0,89782.6,18814.34,Yes,PhD,Female,743.0,Employed
47.0,59643.39,24728.71,Yes,Masters,Male,694.0,Self-Employed
30.0,80938.56,15199.5,Yes,PhD,Female,778.0,Employed
18.0,69818.63,22668.99,Yes,Masters,Male,718.0,Self-Employed
39.0,73706.29,15619.81,No,Bachelors,Male,732.0,Self-Employed
46.0,89148.63,12328.65,Yes,High School,Male,678.0,Unemployed
37.0,93509.75,14456.75,Yes,PhD,Female,699.0,Employed
33.0,62204.87,12466.62,Yes,Bachelors,Female,819.0,Employed
,41847.1,12647.1,Yes,Bachelors,Female,751.0,Employed
34.0,66251.91,12132.6,Yes,Bachelors,Female,729.0,Employed
25.0,65614.53,13483.24,No,Bachelors,Male,789.0,Employed
31.0,75691.96,18553.74,Yes,Bachelors,Male,795.0,Unemployed
43.0,86659.92,6493.65,No,Bachelors,Female,718.0,Employed
41.0,31708.36,16435.66,No,Masters,Female,682.0,Employed
40.0,56581.73,15601.13,No,PhD,Male,712.0,Employed
28.0,50722.24,21922.08,Yes,Bachelors,Female,702.0,Employed
36.0,95017.88,13171.65,No,Bachelors,Male,725.0,Employed
16.0,65832.58,20658.51,Yes,Masters,Male,734.0,Self-Employed
40.0,59742.33,10700.5,Yes,Masters,Male,846.0,Employed
52.0,80766.03,12725.02,Yes,Bachelors,Male,668.0,Employed
23.0,58139.87,17083.28,Yes,Masters,Male,655.0,Self-Employed
32.0,69696.1,18038.84,Yes,Bachelors,Male,691.0,Employed
41.0,106281.42,13674.17,No,Bachelors,Male,568.0,Employed
51.0,105725.81,16114.21,No,Masters,Male,625.0,Employed
34.0,61852.31,14178.26,Yes,Masters,Male,654.0,Employed
31.0,66352.76,18956.9,No,Masters,Female,777.0,Employed
18.0,57619.43,14267.04,Yes,Bachelors,Female,,Employed
39.0,31482.69,13885.28,Yes,PhD,Male,635.0,Employed
58.0,90723.79,19956.38,No,Bachelors,Female,678.0,Self-Employed
41.0,118426.84,16051.28,Yes,Masters,Female,740.0,Employed
38.0,61131.01,18341.64,Yes,Masters,Male,694.0,Employed
41.0,53664.13,27492.84,Yes,Masters,Female,703.0,Employed
38.0,64543.06,5074.01,Yes,Masters,Male,691.0,Self-Employed
30.0,71700.92,9862.67,Yes,Bachelors,Male,654.0,Employed
46.0,47289.4,10361.09,Yes,PhD,Female,674.0,Self-Employed
,60830.43,10732.15,Yes,Masters,Male,679.0,Employed
38.0,90297.95,22115.67,No,Bachelors,Male,752.0,Self-Employed
28.0,72547.61,1664.32,No,PhD,Female,664.0,Unemployed
51.0,95407.72,17408.34,Yes,High School,Female,771.0,Employed
45.0,77295.36,7336.41,Yes,High School,Male,754.0,Employed
32.0,48221.65,15127.86,Yes,Bachelors,Female,642.0,Self-Employed
48.0,58479.72,16296.99,Yes,Masters,Male,739.0,Self-Employed
33.0,74968.24,19531.44,Yes,Masters,Female,723.0,Employed
30.0,47548.21,13672.37,No,Masters,Female,788.0,Employed
30.0,44953.61,14134.47,Yes,Bachelors,Female,679.0,Self-Employed
20.0,46155.99,4752.46,No,Masters,Female,753.0,Self-Employed
43.0,80316.09,26400.71,Yes,Bachelors,Male,,Employed
20.0,62675.2,16532.14,Yes,High School,Female,633.0,Self-Employed
26.0,93648.83,17193.93,No,Bachelors,Male,785.0,Employed
17.0,52071.59,20365.18,No,PhD,Male,683.0,Self-Employed
37.0,20851.99,14662.74,Yes,Masters,Male,743.0,Employed
36.0,67385.9,17119.3,Yes,High School,Female,709.0,Employed
,102951.1,18576.74,Yes,High School,Male,710.0,Unemployed
28.0,70691.39,7626.21,Yes,PhD,Female,680.0,Employed
26.0,42558.14,17653.16,No,Bachelors,Male,690.0,Self-Employed
43.0,37514.47,25375.83,Yes,Bachelors,Male,742.0,Employed
32.0,93958.04,23734.17,Yes,Bachelors,Female,791.0,Employed
41.0,53851.26,22660.32,No,High School,Female,659.0,Employed
29.0,100835.91,24552.65,Yes,Bachelors,Male,693.0,Employed
40.0,83081.87,,Yes,Masters,Male,733.0,Employed
51.0,54608.63,12375.63,Yes,Masters,Female,730.0,Employed
44.0,93342.74,10442.84,Yes,Bachelors,Female,745.0,Employed
34.0,51522.06,32475.57,Yes,Masters,Male,778.0,Employed
41.0,41053.26,16219.61,No,PhD,Male,634.0,Employed
36.0,52665.09,7928.7,No,Bachelors,Female,691.0,Employed
38.0,85374.73,9491.66,No,Masters,Male,772.0,Employed
35.0,92759.34,15535.55,Yes,High School,Female,711.0,Unemployed
36.0,62079.45,8185.27,No,Masters,Female,662.0,Employed
40.0,32633.77,24343.41,Yes,Bachelors,Male,657.0,Employed
28.0,38864.67,,Yes,Masters,Male,719.0,Employed
28.0,48647.09,16565.43,No,Bachelors,Female,699.0,Employed
24.0,44120.06,9731.98,Yes,Bachelors,Male,828.0,Employed
22.0,75308.61,8394.73,Yes,Bachelors,Female,712.0,Employed
26.0,108762.32,16745.83,Yes,Bachelors,Female,682.0,Employed
40.0,85915.53,15687.26,Yes,PhD,Female,782.0,Employed
29.0,47435.38,8583.22,Yes,Bachelors,Female,716.0,Unemployed
43.0,56112.48,14730.74,Yes,Bachelors,Female,759.0,Employed
38.0,60014.19,14743.61,No,Bachelors,Female,814.0,Employed
18.0,77784.28,18690.33,Yes,High School,Female,794.0,Employed
45.0,101425.09,25531.99,Yes,PhD,Male,739.0,Employed
46.0,60651.99,4602.38,No,Masters,Female,756.0,Employed
28.0,100775.55,19005.87,Yes,Bachelors,Male,787.0,Self-Employed
42.0,112078.22,11517.53,Yes,Masters,Female,672.0,Employed
29.0,63001.86,17107.71,Yes,Masters,Female,655.0,Employed
39.0,62487.11,15653.55,No,Bachelors,Male,821.0,Employed
25.0,62787.61,17500.67,Yes,Masters,Male,,Self-Employed
20.0,71249.8,8784.52,No,Bachelors,Female,833.0,Employed
34.0,62836.42,19848.11,Yes,Bachelors,Female,685.0,Employed
37.0,87683.55,15204.29,No,Masters,Male,675.0,Self-Employed
34.0,39023.37,21958.66,No,Masters,Male,760.0,Self-Employed
26.0,59307.56,22962.23,Yes,Bachelors,Male,640.0,Employed
34.0,76583.49,16184.19,Yes,Masters,Male,849.0,Employed
41.0,87401.69,19949.44,No,Bachelors,Female,816.0,Self-Employed
38.0,113905.7,19516.88,No,Bachelors,Male,797.0,Employed
40.0,44219.5,21693.54,No,Bachelors,Female,644.0,Employed
31.0,56959.15,21331.6,Yes,Bachelors,Male,785.0,Employed
50.0,24671.87,9180.07,Yes,Bachelors,Male,779.0,Unemployed
26.0,47802.62,16391.17,Yes,Bachelors,Male,728.0,Employed
43.0,34621.49,8058.34,No,Bachelors,Male,762.0,Self-Employed
50.0,59574.05,12390.46,Yes,Bachelors,Female,751.0,Employed
43.0,65432.69,12593.31,No,Bachelors,Male,659.0,Employed
36.0,79389.08,17925.52,No,PhD,Female,698.0,Unemployed
33.0,64028.01,13849.19,Yes,Bachelors,Female,705.0,Employed
,79398.74,14201.85,Yes,High School,Male,644.0,Employed
24.0,72281.48,19995.75,Yes,Bachelors,Male,758.0,Employed
28.0,49333.54,19397.13,Yes,Bachelors,Male,776.0,Employed
34.0,36274.53,16379.81,Yes,Bachelors,Male,743.0,Employed
50.0,81673.64,18745.85,Yes,Bachelors,Male,814.0,Employed
42.0,102930.06,18229.71,Yes,Bachelors,Male,737.0,Self-Employed
28.0,120707.7,24824.26,Yes,Masters,Male,721.0,Employed
35.0,88709.09,13956.1,No,Bachelors,Male,692.0,Employed
32.0,99150.3,11240.2,Yes,Bachelors,Male,,Employed
31.0,79229.19,16019.48,No,Bachelors,Male,585.0,Employed
48.0,76040.19,10248.14,Yes,Bachelors,Male,808.0,Employed
,72220.02,13160.25,Yes,Bachelors,Male,740.0,Employed
54.0,67883.81,17250.61,No,Bachelors,Female,777.0,Self-Employed
46.0,82141.53,12463.22,Yes,High School,Male,777.0,Employed
49.0,59588.06,13859.52,Yes,Masters,Female,757.0,Employed
33.0,67051.15,13635.16,No,High School,Female,669.0,Employed
37.0,46440.67,12833.59,No,Bachelors,Female,552.0,Self-Employed
24.0,79498.53,,No,Masters,Male,829.0,Self-Employed
33.0,50818.05,20061.17,Yes,Bachelors,Female,721.0,Employed
43.0,,21850.39,Yes,Bachelors,Male,703.0,Employed
51.0,80009.82,19758.07,Yes,Bachelors,Male,707.0,Employed
27.0,81717.83,,Yes,Bachelors,Male,697.0,Employed
34.0,85430.17,12921.51,No,Masters,Male,719.0,Employed
36.0,65734.17,15876.09,Yes,PhD,Male,716.0,Employed
24.0,79721.28,11103.13,No,High School,Male,726.0,Employed
44.0,60267.49,14325.98,No,Masters,Male,708.0,Employed
31.0,30582.53,14770.41,Yes,Masters,Female,764.0,Employed
36.0,80606.19,8074.39,Yes,PhD,Male,756.0,Employed
,75969.76,15660.74,Yes,Masters,Female,693.0,Self-Employed
30.0,90266.47,12345.79,Yes,Masters,Male,730.0,Employed
38.0,69494.23,16326.15,No,High School,Male,662.0,Employed
36.0,37936.73,,Yes,Masters,Female,751.0,Self-Employed
34.0,68167.38,16732.09,Yes,Masters,Female,804.0,Employed
31.0,87731.61,18488.95,Yes,High School,Male,764.0,Self-Employed
41.0,79520.7,8733.11,No,Bachelors,Male,716.0,Employed
55.0,67065.11,13401.94,Yes,High School,Female,672.0,Employed
39.0,36728.82,11760.08,Yes,PhD,Female,754.0,Self-Employed
48.0,49479.66,20891.59,No,PhD,Female,690.0,Employed
24.0,79544.78,23488.92,No,PhD,Female,721.0,Self-Employed
,36696.86,15212.11,Yes,Masters,Male,758.0,Employed
27.0,63635.1,17022.5,Yes,Bachelors,Female,680.0,Employed
23.0,70768.44,7630.1,Yes,High School,Female,725.0,Employed
31.0,92998.74,16515.47,Yes,Bachelors,Female,668.0,Self-Employed
50.0,82289.81,13706.18,Yes,Bachelors,Male,704.0,Employed
48.0,89256.22,21792.77,Yes,Masters,Female,698.0,Employed
40.0,76037.07,13862.57,Yes,Masters,Male,781.0,Employed
23.0,53091.78,10897.02,Yes,Masters,Male,731.0,Employed
36.0,57726.79,8285.99,Yes,Bachelors,Male,687.0,Unemployed
41.0,51346.81,15905.29,No,PhD,Male,700.0,Employed
40.0,81815.62,12282.81,Yes,PhD,Male,771.0,Employed
20.0,56121.56,,No,Bachelors,Female,642.0,Employed
29.0,62119.99,18166.21,Yes,Bachelors,Female,680.0,Employed
37.0,70449.82,14495.15,Yes,High School,Male,668.0,Employed
43.0,102826.25,18136.35,Yes,Masters,Male,729.0,Employed
16.0,,23716.0,No,Bachelors,Male,727.0,Employed
36.0,54542.93,9200.45,Yes,PhD,Female,713.0,Employed
39.0,73036.95,,Yes,Masters,Male,717.0,Employed
46.0,103026.24,24708.27,Yes,Masters,Female,653.0,Self-Employed
45.0,82303.59,11227.84,Yes,Masters,Female,,Employed
,38034.95,18311.64,Yes,Bachelors,Female,750.0,Employed
30.0,51695.21,20935.22,No,Bachelors,Female,647.0,Self-Employed
19.0,50161.29,14921.13,Yes,Bachelors,Male,707.0,Self-Employed
34.0,98814.6,18447.25,Yes,Masters,Male,768.0,Unemployed
48.0,95125.62,13530.36,Yes,Bachelors,Female,731.0,Employed
52.0,57499.26,24083.32,No,PhD,Male,686.0,Employed
45.0,57068.4,12790.61,Yes,High School,Female,756.0,Employed
42.0,70893.84,10227.05,No,Masters,Female,684.0,Employed
42.0,71493.38,19443.59,Yes,Bachelors,Female,723.0,Employed
32.0,50753.48,18549.78,Yes,High School,Male,681.0,Self-Employed
37.0,65017.39,15745.28,Yes,Bachelors,Male,646.0,Employed
55.0,40927.93,15165.25,Yes,Masters,Female,714.0,Employed
29.0,95446.41,12520.02,Yes,Masters,Male,781.0,Employed
54.0,34793.39,11326.59,Yes,Bachelors,Male,777.0,Unemployed
35.0,34571.21,11971.36,Yes,PhD,Female,757.0,Employed
51.0,78700.79,16563.52,Yes,Masters,Female,756.0,Unemployed
24.0,45262.48,13966.29,Yes,High School,Female,758.0,Employed
44.0,59980.7,7544.86,Yes,PhD,Female,710.0,Unemployed
31.0,71263.46,12897.46,No,High School,Male,658.0,Unemployed
24.0,83506.02,13936.53,No,High School,Male,728.0,Employed
40.0,65578.36,17548.98,Yes,Bachelors,Female,767.0,Employed
48.0,105583.44,16460.03,Yes,PhD,Male,763.0,Employed
30.0,69991.22,23777.14,Yes,Bachelors,Female,732.0,Employed
23.0,93815.89,10102.42,No,High School,Female,737.0,Employed
37.0,75571.12,17765.24,Yes,Bachelors,Male,650.0,Employed
37.0,112624.2,18173.99,No,High School,Male,798.0,Employed
43.0,91167.27,16396.29,Yes,Bachelors,Male,714.0,Employed
47.0,70869.4,13514.43,Yes,Bachelors,Male,,Unemployed
37.0,82576.61,11582.19,Yes,PhD,Male,713.0,Employed
57.0,64783.68,14796.04,Yes,Bachelors,Female,724.0,Employed
40.0,64582.0,6060.41,No,Bachelors,Male,747.0,Employed
35.0,43931.78,10380.45,Yes,Bachelors,Male,716.0,Employed
22.0,53834.77,10125.85,Yes,Masters,Female,691.0,Unemployed
35.0,111219.43,17518.52,Yes,PhD,Female,,Employed
35.0,45919.37,,No,Bachelors,Male,720.0,Employed
48.0,56890.15,9638.61,Yes,High School,Female,711.0,Employed
43.0,68125.63,8461.99,Yes,Bachelors,Female,820.0,Employed
26.0,68791.81,7684.19,Yes,High School,Female,704.0,Employed
40.0,77674.52,19888.82,Yes,Bachelors,Female,682.0,Employed
,60617.59,19575.31,Yes,Masters,Male,774.0,Employed
53.0,78907.53,18247.49,Yes,Bachelors,Female,720.0,Self-Employed
47.0,92847.71,22516.44,Yes,Bachelors,Male,766.0,Employed
46.0,95332.65,23889.39,No,High School,Male,716.0,Employed
39.0,64649.76,10033.05,No,Bachelors,Male,756.0,Employed
42.0,82226.87,13027.96,Yes,Bachelors,Male,,Employed
50.0,47077.33,18901.39,Yes,Bachelors,Female,791.0,Self-Employed
25.0,55565.68,1196.51,Yes,Masters,Male,758.0,Self-Employed
35.0,46525.33,13746.37,Yes,Masters,Female,616.0,Unemployed
30.0,69085.11,19813.37,Yes,High School,Female,644.0,Employed
42.0,52815.61,13256.89,Yes,High School,Male,735.0,Unemployed
50.0,39586.13,18658.67,Yes,Masters,Male,,Employed
32.0,62279.9,4998.09,No,Bachelors,Male,666.0,Employed
14.0,35428.32,16420.19,Yes,Masters,Male,765.0,Self-Employed
34.0,96543.86,12695.56,Yes,PhD,Male,687.0,Self-Employed
47.0,58849.54,13873.62,Yes,Masters,Female,692.0,Self-Employed
43.0,89706.32,10260.66,Yes,High School,Female,700.0,Unemployed
42.0,60158.65,22996.07,Yes,PhD,Male,781.0,Employed
35.0,46101.24,15344.68,Yes,Masters,Male,783.0,Employed
25.0,93510.48,15728.63,No,High School,Male,837.0,Employed
43.0,71774.07,25307.96,Yes,Masters,Female,763.0,Employed
30.0,107738.19,10375.59,Yes,Bachelors,Female,799.0,Employed
60.0,60669.54,15699.57,Yes,High School,Male,685.0,Employed
44.0,61101.39,11593.93,Yes,Masters,Male,650.0,Unemployed
32.0,90095.82,11351.88,No,Bachelors,Female,750.0,Employed
32.0,90235.05,16539.05,No,Masters,Male,710.0,Unemployed
37.0,73068.61,13590.72,No,Masters,Male,803.0,Self-Employed
36.0,,24891.07,Yes,Bachelors,Male,701.0,Unemployed
49.0,64388.78,23911.29,No,PhD,Female,689.0,Employed
40.0,44610.74,14187.59,No,Bachelors,Male,705.0,Unemployed
31.0,49948.9,7294.9,Yes,Bachelors,Male,,Employed
57.0,64505.21,13544.18,Yes,Bachelors,Female,722.0,Employed
38.0,100375.5,20237.6,Yes,Bachelors,Male,728.0,Employed
46.0,66273.12,10567.43,Yes,Masters,Male,787.0,Employed
32.0,101321.04,23023.22,Yes,Masters,Female,662.0,Employed
42.0,78688.5,17905.82,No,Bachelors,Male,764.0,Self-Employed
41.0,91667.39,9145.72,Yes,PhD,Male,755.0,Unemployed
19.0,77743.37,11699.48,No,High School,Male,736.0,Employed
58.0,77584.96,12405.94,Yes,Masters,Female,742.0,Employed
51.0,85054.21,10969.88,No,Masters,Male,698.0,Employed
34.0,58665.83,9272.7,No,Masters,Male,650.0,Employed
27.0,58885.73,12124.66,Yes,Masters,Female,739.0,Employed
41.0,76990.94,13096.52,Yes,Bachelors,Female,696.0,Self-Employed
39.0,108822.23,21495.47,Yes,Bachelors,Male,749.0,Self-Employed
42.0,39184.94,17193.37,Yes,PhD,Female,704.0,Employed
40.0,29416.29,17490.91,Yes,Bachelors,Male,763.0,Unemployed
43.0,64725.12,16747.99,No,High School,Male,773.0,Employed
52.0,90616.94,11019.45,Yes,High School,Female,766.0,Employed
44.0,71027.52,20735.55,No,High School,Male,783.0,Unemployed
28.0,46613.4,12828.2,Yes,Masters,Male,719.0,Self-Employed
52.0,71581.87,13320.78,Yes,PhD,Male,770.0,Employed
54.0,35340.54,16895.57,Yes,Bachelors,Female,702.0,Employed
70.0,82578.34,27498.68,Yes,Bachelors,Male,693.0,Employed
27.0,63817.84,12173.13,Yes,Bachelors,Female,724.0,Self-Employed
40.0,68359.35,6852.57,No,Masters,Female,786.0,Employed
,78543.71,16446.68,Yes,Masters,Female,710.0,Employed
44.0,74113.78,18419.28,Yes,Masters,Female,765.0,Employed
33.0,,12828.21,Yes,Bachelors,Male,670.0,Employed
57.0,90672.26,12031.25,Yes,Masters,Female,626.0,Employed
30.0,85938.65,8643.33,No,Bachelors,Male,696.0,Employed
21.0,34514.32,16685.23,Yes,Bachelors,Male,717.0,Self-Employed
33.0,65395.15,24721.66,Yes,High School,Female,770.0,Employed
18.0,48394.26,23562.28,No,High School,Female,708.0,Employed
46.0,,16504.11,No,Bachelors,Male,801.0,Employed
17.0,80702.67,12919.04,Yes,High School,Female,745.0,Employed
38.0,61614.77,16909.87,No,Bachelors,Male,708.0,Employed
17.0,67144.57,13375.59,Yes,Bachelors,Male,732.0,Unemployed
35.0,56606.3,11796.89,Yes,PhD,Female,667.0,Employed
54.0,77403.51,15814.3,Yes,Bachelors,Female,709.0,Unemployed
42.0,83566.94,21389.61,Yes,PhD,Female,711.0,Employed
29.0,113405.1,14053.47,Yes,Bachelors,Female,730.0,Self-Employed
38.0,66380.51,,No,High School,Female,705.0,Employed
38.0,41031.65,13676.2,Yes,Bachelors,Male,743.0,Employed
43.0,59922.13,18963.19,Yes,Bachelors,Female,640.0,Employed
24.0,86941.2,19260.78,Yes,Bachelors,Female,775.0,Employed
44.0,,9618.05,Yes,Bachelors,Male,719.0,Employed
11.0,40357.45,14117.07,Yes,High School,Male,758.0,Employed
32.0,54963.65,20531.29,No,High School,Female,772.0,Employed
33.0,59332.68,13326.82,No,Bachelors,Female,729.0,Employed
44.0,48346.61,21962.49,Yes,PhD,Male,763.0,Employed
38.0,74349.53,18432.41,Yes,High School,Male,738.0,Self-Employed
24.0,68419.55,23781.93,Yes,Masters,Male,736.0,Employed
28.0,85794.1,13443.76,Yes,Bachelors,Female,696.0,Self-Employed
,61082.8,18508.76,Yes,High School,Male,780.0,Employed
,81161.3,18664.39,Yes,PhD,Male,725.0,Unemployed
32.0,60154.58,20387.28,No,Masters,Female,790.0,Employed
33.0,47407.75,16766.93,No,Bachelors,Male,664.0,Employed
45.0,59139.62,,Yes,High School,Male,690.0,Employed
33.0,37634.66,11846.1,Yes,Masters,Female,665.0,Employed
37.0,105764.31,14720.96,Yes,Masters,Male,774.0,Unemployed
60.0,72849.99,7559.74,Yes,Masters,Female,750.0,Employed
24.0,54091.86,13651.27,Yes,Masters,Male,643.0,Employed
19.0,62447.12,10744.76,Yes,Masters,Male,678.0,Self-Employed
46.0,20990.72,16655.25,Yes,Bachelors,Male,663.0,Employed
31.0,98687.06,19930.32,Yes,Bachelors,Female,771.0,Self-Employed
35.0,96730.96,17823.1,Yes,Bachelors,Male,780.0,Employed
30.0,72150.84,18901.11,Yes,High School,Female,697.0,Self-Employed
35.0,76389.25,15477.72,Yes,Bachelors,Female,617.0,Employed
54.0,44646.46,14296.22,Yes,Masters,Male,621.0,Employed
46.0,46100.6,9135.09,No,Bachelors,Male,786.0,Employed
47.0,36054.08,5377.18,Yes,High School,Female,782.0,Unemployed
24.0,66778.64,7460.31,Yes,High School,Male,798.0,Employed
26.0,91220.71,11684.49,Yes,Bachelors,Female,714.0,Unemployed
10.0,62335.71,19561.89,No,Masters,Male,617.0,Employed
,76953.92,8856.18,No,PhD,Male,745.0,Employed
48.0,89576.68,10891.53,Yes,High School,Female,696.0,Employed
43.0,37517.99,12647.87,No,High School,Female,,Self-Employed
36.0,106911.31,21441.05,Yes,PhD,Female,754.0,Employed
38.0,93146.41,14808.69,Yes,Bachelors,Female,730.0,Unemployed
,80277.85,15674.94,Yes,Masters,Male,700.0,Employed
40.0,88481.89,17053.5,Yes,PhD,Female,787.0,Unemployed
46.0,89421.53,21974.6,Yes,Bachelors,Male,684.0,Employed
22.0,75852.8,15418.59,No,Masters,Female,651.0,Self-Employed
41.0,98565.56,6173.61,No,Bachelors,Female,724.0,Self-Employed
47.0,60946.79,15634.64,No,Masters,Female,774.0,Employed
34.0,79236.22,22202.41,Yes,Masters,Male,802.0,Employed
45.0,96432.86,18205.15,No,Bachelors,Female,641.0,Employed
66.0,16176.0,16075.14,Yes,Masters,Male,784.0,Employed
37.0,78759.27,16768.71,No,Masters,Female,717.0,Employed
42.0,84492.1,5814.18,Yes,Bachelors,Male,760.0,Employed
31.0,35831.17,5117.08,Yes,High School,Female,649.0,Employed
40.0,75636.4,19470.57,No,Masters,Female,701.0,Employed
43.0,54125.88,21428.38,Yes,High School,Male,752.0,Employed
40.0,77936.13,11852.53,Yes,Bachelors,Male,720.0,Self-Employed
28.0,68100.01,15966.46,No,Bachelors,Male,714.0,Employed
,51073.44,18103.97,No,High School,Male,703.0,Employed
53.0,92193.27,23300.33,Yes,High School,Female,,Employed
42.0,61632.7,14600.3,Yes,Masters,Female,721.0,Employed
,75399.28,18688.87,Yes,Masters,Male,663.0,Self-Employed
36.0,96280.95,24965.93,Yes,Bachelors,Male,692.0,Self-Employed
45.0,51666.11,13597.76,Yes,Masters,Female,750.0,Employed
41.0,70160.98,15323.97,Yes,High School,Male,713.0,Employed
28.0,60093.46,9472.11,Yes,Bachelors,Female,745.0,Employed
41.0,64556.41,9723.59,Yes,High School,Female,712.0,Employed
28.0,113121.7,19377.23,Yes,High School,Female,691.0,Employed
32.0,79135.52,20969.41,Yes,PhD,Female,771.0,Employed
40.0,76271.85,20818.13,Yes,Bachelors,Female,752.0,Employed
41.0,80481.75,9834.33,Yes,Bachelors,Male,715.0,Employed
26.0,78605.19,13971.53,No,High School,Male,759.0,Employed
49.0,33483.73,17392.38,Yes,Bachelors,Male,751.0,Employed
44.0,115935.22,3618.46,Yes,Masters,Female,691.0,Employed
31.0,40712.61,17284.9,No,PhD,Male,728.0,Employed
23.0,104651.89,24402.34,Yes,Bachelors,Male,,Employed
37.0,82360.31,20683.46,Yes,Bachelors,Male,744.0,Employed
34.0,73615.58,2948.43,No,Masters,Male,808.0,Employed
39.0,63890.3,,Yes,Bachelors,Female,752.0,Self-Employed
34.0,122103.21,16079.82,No,Masters,Female,753.0,Employed
18.0,82089.79,16358.31,No,Bachelors,Male,666.0,Employed
34.0,70353.76,15535.67,Yes,High School,Female,853.0,Employed
35.0,59294.75,13367.72,Yes,Bachelors,Female,,Employed
44.0,56897.03,3373.26,No,Bachelors,Female,692.0,Employed
31.0,71012.22,16554.61,Yes,Bachelors,Male,695.0,Employed
,51387.94,18136.91,No,Bachelors,Female,704.0,Employed
19.0,83593.02,12223.2,Yes,Masters,Female,676.0,Employed
51.0,57087.15,21292.87,Yes,Bachelors,Male,639.0,Employed
36.0,90099.11,6799.07,No,PhD,Female,779.0,Employed
47.0,89651.75,,No,PhD,Female,694.0,Employed
39.0,68891.29,,No,High School,Male,614.0,Unemployed
49.0,81606.04,11591.46,Yes,Bachelors,Male,706.0,Employed
34.0,82607.28,19860.21,Yes,High School,Male,742.0,Employed
27.0,40753.37,12862.17,No,Masters,Male,640.0,Employed
52.0,104633.86,21790.19,No,High School,Male,751.0,Employed
37.0,64885.13,11389.87,Yes,Masters,Male,736.0,Employed
40.0,83911.47,15718.54,Yes,Bachelors,Male,,Self-Employed
50.0,84472.47,5077.5,No,High School,Female,734.0,Employed
28.0,20209.26,14733.73,No,Bachelors,Female,801.0,Self-Employed
44.0,56861.42,15363.47,Yes,Masters,Male,723.0,Unemployed
32.0,86807.38,21047.9,Yes,Bachelors,Female,695.0,Unemployed
37.0,71245.05,7444.58,Yes,Bachelors,Male,679.0,Self-Employed
39.0,83779.39,13585.07,No,High School,Female,811.0,Employed
23.0,71847.33,22264.16,No,Bachelors,Male,710.0,Employed
30.0,94587.64,22926.93,No,Bachelors,Male,708.0,Employed
52.0,72280.68,10828.16,Yes,Masters,Male,764.0,Unemployed
47.0,98481.78,11571.55,Yes,Masters,Female,749.0,Employed
37.0,,6501.65,No,Bachelors,Male,651.0,Employed
40.0,67447.2,4384.98,No,PhD,Female,730.0,Self-Employed
35.0,58132.01,13055.59,Yes,Bachelors,Male,696.0,Employed
52.0,77772.72,11773.61,Yes,Masters,Male,779.0,Employed
36.0,64426.64,25307.6,Yes,High School,Female,662.0,Unemployed
40.0,65409.72,16738.55,Yes,High School,Male,760.0,Employed
49.0,,13956.81,No,Masters,Female,622.0,Employed
30.0,60785.29,18280.0,Yes,PhD,Female,752.0,Employed
54.0,69794.46,20142.28,No,High School,Female,759.0,Employed
23.0,29573.1,21068.38,No,Masters,Male,675.0,Self-Employed
54.0,23964.72,16297.9,No,Bachelors,Female,763.0,Unemployed
34.0,71182.92,14881.85,No,Bachelors,Female,714.0,Self-Employed
36.0,14616.47,15790.95,Yes,Bachelors,Female,611.0,Employed
19.0,66137.15,14707.64,Yes,High School,Male,735.0,Employed
33.0,62456.72,12353.86,No,Masters,Male,680.0,Self-Employed
28.0,80840.76,20215.95,Yes,Masters,Female,767.0,Self-Employed
32.0,56559.63,14035.71,No,High School,Male,786.0,Employed
37.0,101390.3,9928.29,Yes,Bachelors,Male,699.0,Employed
48.0,86963.26,15102.87,Yes,Bachelors,Female,666.0,Employed
40.0,39754.12,18583.32,Yes,High School,Male,719.0,Unemployed
41.0,64313.07,7720.3,Yes,Bachelors,Male,757.0,Self-Employed
27.0,100543.7,13655.64,Yes,Bachelors,Male,690.0,Employed
29.0,56047.36,10989.45,Yes,Masters,Male,743.0,Employed
56.0,68942.15,25913.46,Yes,Masters,Female,765.0,Employed
31.0,98082.55,,No,High School,Male,776.0,Employed
55.0,59188.09,22760.97,Yes,High School,Female,739.0,Employed
36.0,92459.6,16220.6,Yes,Masters,Male,634.0,Employed
38.0,51800.01,16667.25,Yes,High School,Male,705.0,Unemployed
49.0,12247.72,14692.92,No,Masters,Male,710.0,Employed
51.0,94570.59,13884.94,No,PhD,Female,724.0,Unemployed
37.0,78774.7,14630.64,Yes,Bachelors,Male,591.0,Employed
34.0,80091.29,11713.07,No,Bachelors,Male,680.0,Employed
,48140.74,14944.7,Yes,High School,Female,711.0,Employed
41.0,49732.95,6881.54,Yes,Bachelors,Female,742.0,Employed
47.0,93008.73,15867.23,Yes,Bachelors,Male,833.0,Employed
38.0,74864.15,8975.84,No,PhD,Female,753.0,Employed
44.0,67650.88,15472.16,No,High School,Female,670.0,Employed
54.0,74418.53,16604.79,Yes,Bachelors,Female,678.0,Employed
42.0,100170.11,22085.35,No,Masters,Female,686.0,Self-Employed
41.0,84473.76,16583.85,Yes,Masters,Male,700.0,Self-Employed
23.0,60507.1,13668.24,Yes,Masters,Male,731.0,Employed
12.0,41930.24,11855.67,Yes,High School,Female,673.0,Employed
42.0,81761.08,18581.61,Yes,Masters,Male,709.0,Employed
37.0,51520.64,,No,Bachelors,Female,710.0,Employed
33.0,46352.46,11237.98,Yes,Bachelors,Male,737.0,Employed
40.0,96314.98,15766.93,No,Masters,Male,700.0,Employed
37.0,87448.11,5715.28,Yes,Masters,Male,682.0,Employed
49.0,77713.72,15399.99,No,PhD,Male,685.0,Employed
39.0,45232.06,11097.85,Yes,PhD,Female,740.0,Employed
31.0,105785.32,13368.26,Yes,Masters,Female,684.0,Employed
48.0,90577.37,24970.97,No,Bachelors,Female,755.0,Self-Employed
36.0,63924.29,12573.56,No,Bachelors,Male,738.0,Employed
43.0,59694.4,18949.18,Yes,Bachelors,Female,666.0,Employed
33.0,71569.79,20246.07,Yes,PhD,Female,782.0,Employed
32.0,60431.63,,Yes,Bachelors,Male,724.0,Self-Employed
39.0,114237.08,16855.82,No,Masters,Female,687.0,Self-Employed
38.0,62289.43,9461.87,Yes,Masters,Female,811.0,Employed
43.0,48642.34,11747.26,Yes,Bachelors,Male,719.0,Employed
35.0,101768.32,9171.17,Yes,Masters,Male,738.0,Employed
20.0,58618.76,13240.22,Yes,Bachelors,Male,721.0,Employed
34.0,85728.6,13298.4,No,Masters,Female,792.0,Employed
46.0,83507.75,10431.21,No,Bachelors,Male,809.0,Employed
35.0,68828.76,17736.77,Yes,Masters,Female,,Employed
36.0,50540.06,12532.87,No,Masters,Male,724.0,Employed
48.0,69036.34,13186.2,No,Masters,Male,767.0,Employed
31.0,46602.78,7155.72,Yes,PhD,Female,696.0,Employed
23.0,69525.64,15346.39,Yes,Masters,Male,732.0,Self-Employed
36.0,85455.63,14528.89,No,PhD,Male,687.0,Employed
33.0,104355.6,12002.62,Yes,High School,Male,815.0,Employed
28.0,48243.02,16905.61,Yes,High School,Female,774.0,Employed
36.0,64990.83,15594.33,Yes,Bachelors,Female,809.0,Self-Employed
43.0,59503.78,17937.87,No,Bachelors,Female,695.0,Self-Employed
38.0,75474.79,18163.29,Yes,Bachelors,Male,765.0,Unemployed
41.0,39563.83,18575.29,Yes,High School,Female,741.0,Employed
56.0,51426.75,23343.48,Yes,PhD,Male,735.0,Self-Employed
35.0,36159.67,15642.99,No,PhD,Female,803.0,Employed
41.0,41233.91,10269.66,Yes,Bachelors,Male,674.0,Employed
33.0,56791.24,12850.25,Yes,PhD,Female,690.0,Self-Employed
30.0,,12983.77,No,Bachelors,Male,693.0,Self-Employed
32.0,76952.01,10400.93,Yes,Bachelors,Female,,Unemployed
33.0,71299.92,2433.27,Yes,Masters,Female,620.0,Employed
42.0,96937.72,16156.12,Yes,Masters,Female,712.0,Self-Employed
61.0,77671.96,15168.33,Yes,Bachelors,Male,757.0,Self-Employed
31.0,79551.52,24569.53,Yes,High School,Female,709.0,Self-Employed
34.0,60539.51,24252.05,No,Bachelors,Male,679.0,Employed
37.0,,18399.12,No,PhD,Male,781.0,Employed
42.0,43777.46,17813.4,Yes,High School,Female,663.0,Employed
,57978.21,10851.83,Yes,PhD,Male,628.0,Employed
51.0,,15943.16,No,Masters,Female,644.0,Employed
14.0,76894.38,14417.33,Yes,PhD,Female,798.0,Self-Employed
14.0,69264.83,15728.87,Yes,Masters,Female,710.0,Employed
33.0,62698.61,11155.34,No,High School,Female,784.0,Employed
49.0,51766.46,17095.58,Yes,High School,Female,781.0,Employed
22.0,77982.54,8153.29,No,High School,Female,623.0,Employed
8.0,60044.68,30177.47,Yes,Bachelors,Male,723.0,Self-Employed
44.0,77075.93,22235.34,Yes,Bachelors,Female,759.0,Employed
40.0,31734.56,21636.13,No,Masters,Male,666.0,Employed
27.0,76728.42,8623.12,No,Masters,Female,656.0,Self-Employed
28.0,84938.14,6896.45,No,High School,Male,745.0,Self-Employed
28.0,82390.62,16373.86,Yes,Masters,Female,660.0,Unemployed
39.0,66065.59,13477.75,Yes,PhD,Female,,Employed
32.0,88306.37,24238.63,Yes,High School,Female,758.0,Employed
43.0,44540.82,18138.85,Yes,PhD,Female,764.0,Employed
9.0,68215.88,14793.79,No,Bachelors,Male,760.0,Employed
29.0,66132.08,22399.42,Yes,Bachelors,Male,784.0,Employed
27.0,90727.99,15910.63,Yes,Masters,Male,670.0,Employed
35.0,29590.14,16144.98,No,Bachelors,Male,804.0,Employed
33.0,48837.41,20210.61,Yes,High School,Male,694.0,Self-Employed
46.0,104945.02,11612.51,Yes,Masters,Female,666.0,Employed
19.0,21388.68,20093.47,Yes,Bachelors,Male,774.0,Unemployed
38.0,86288.48,17830.14,Yes,High School,Male,751.0,Self-Employed
44.0,55993.46,10396.34,Yes,Masters,Male,635.0,Self-Employed
57.0,75094.05,24790.27,No,Masters,Female,764.0,Employed
33.0,98275.65,12712.65,Yes,Masters,Female,734.0,Employed
41.0,75864.14,6827.59,Yes,Masters,Male,722.0,Unemployed
20.0,98690.67,11112.06,No,High School,Male,696.0,Employed
14.0,60153.02,9821.35,Yes,Bachelors,Male,785.0,Self-Employed
46.0,62796.47,15978.47,Yes,High School,Male,799.0,Self-Employed
38.0,85736.84,23112.59,Yes,High School,Female,752.0,Employed
50.0,61211.39,16243.5,Yes,Bachelors,Male,658.0,Self-Employed
24.0,81946.93,22929.31,Yes,High School,Female,659.0,Employed
43.0,93676.08,20333.05,Yes,PhD,Male,679.0,Employed
57.0,87366.74,1667.55,Yes,Masters,Male,768.0,Employed
42.0,38421.77,19497.35,No,High School,Female,704.0,Employed
41.0,63172.38,12095.08,Yes,PhD,Male,751.0,Self-Employed
38.0,75636.65,17563.52,Yes,Bachelors,Female,690.0,Employed
22.0,65122.13,14710.62,Yes,PhD,Female,790.0,Employed
52.0,71587.32,28930.69,Yes,High School,Male,662.0,Employed
32.0,75901.41,17180.34,Yes,PhD,Male,709.0,Employed
43.0,59468.64,17919.02,Yes,Bachelors,Female,708.0,Employed
22.0,66131.22,20391.27,No,Bachelors,Male,754.0,Self-Employed
26.0,46379.31,7554.43,Yes,PhD,Male,738.0,Self-Employed
52.0,60443.16,20417.29,No,PhD,Female,794.0,Employed
35.0,39466.43,13921.98,Yes,High School,Female,785.0,Employed
53.0,72329.93,11542.75,Yes,Bachelors,Female,685.0,Employed
37.0,66135.56,19100.15,Yes,Bachelors,Female,722.0,Employed
20.0,51684.1,7558.38,Yes,Bachelors,Male,720.0,Employed
47.0,105705.2,19694.69,Yes,PhD,Male,693.0,Self-Employed
32.0,,14212.57,Yes,Bachelors,Male,643.0,Unemployed
45.0,75731.06,14499.3,Yes,High School,Male,719.0,Employed
38.0,57227.34,,Yes,Bachelors,Male,764.0,Employed
23.0,61713.04,19502.1,Yes,Bachelors,Female,730.0,Employed
40.0,76488.27,16238.13,Yes,Masters,Female,737.0,Employed
60.0,63354.98,12664.11,Yes,Masters,Male,792.0,Employed
43.0,70066.07,10362.81,Yes,Bachelors,Female,676.0,Employed
37.0,86136.49,18907.91,Yes,Bachelors,Female,680.0,Employed
49.0,,16740.91,Yes,PhD,Male,699.0,Employed
40.0,43356.78,15025.92,No,Masters,Male,774.0,Employed
40.0,39474.71,10058.73,Yes,Masters,Male,765.0,Self-Employed
27.0,98768.78,16513.93,Yes,PhD,Male,733.0,Employed
40.0,88622.93,16216.2,Yes,Masters,Female,791.0,Employed
48.0,83115.99,21579.45,No,Bachelors,Male,674.0,Employed
30.0,61278.94,9012.76,Yes,Masters,Female,699.0,Employed
52.0,43338.4,11420.84,Yes,High School,Female,738.0,Employed
37.0,64353.97,24718.07,No,High School,Male,710.0,Self-Employed
29.0,68132.91,15957.71,No,High School,Male,762.0,Employed
48.0,47368.97,16263.65,Yes,Masters,Female,806.0,Employed
35.0,40606.87,19829.79,Yes,PhD,Female,715.0,Employed
46.0,35393.75,,Yes,Bachelors,Male,740.0,Employed
35.0,83147.86,9190.73,No,Masters,Male,766.0,Employed
37.0,45892.83,25909.17,Yes,Bachelors,Female,758.0,Self-Employed
43.0,76188.21,14781.77,No,PhD,Female,809.0,Employed
41.0,62044.0,16319.25,Yes,Masters,Female,741.0,Unemployed
18.0,81792.76,15300.32,Yes,Masters,Male,723.0,Employed
27.0,76716.49,22489.07,Yes,Masters,Male,671.0,Employed
47.0,65361.25,19792.29,Yes,Masters,Female,738.0,Employed
37.0,,14275.21,Yes,Masters,Female,674.0,Employed
33.0,67793.28,9365.41,Yes,Masters,Female,672.0,Employed
24.0,57693.06,13785.52,Yes,PhD,Male,741.0,Employed
27.0,89601.66,8312.96,Yes,Bachelors,Female,703.0,Employed
18.0,61538.52,19455.57,Yes,Bachelors,Male,599.0,Employed
37.0,68263.0,11607.79,No,High School,Female,836.0,Employed
32.0,41697.5,14487.75,Yes,High School,Male,647.0,Self-Employed
28.0,75480.89,20865.82,Yes,Bachelors,Female,707.0,Employed
37.0,57788.37,19035.33,Yes,Bachelors,Female,661.0,Self-Employed
42.0,60463.03,16915.97,No,PhD,Male,707.0,Employed
59.0,53208.78,11021.81,Yes,Masters,Male,698.0,Employed
23.0,67520.07,17425.99,Yes,Bachelors,Male,686.0,Employed
50.0,29870.55,11023.42,Yes,Bachelors,Male,715.0,Employed
48.0,83647.14,17471.77,Yes,Bachelors,Female,667.0,Employed
30.0,69226.7,,Yes,Bachelors,Male,747.0,Employed
40.0,60654.29,21035.85,Yes,Masters,Female,742.0,Employed
33.0,39035.39,15997.75,Yes,Bachelors,Female,723.0,Employed
40.0,78661.33,14936.14,No,Bachelors,Male,747.0,Employed
53.0,57313.45,16955.93,No,Masters,Male,772.0,Self-Employed
44.0,96121.74,14422.67,Yes,Bachelors,Male,650.0,Employed
43.0,79726.38,15340.03,Yes,High School,Female,800.0,Employed
34.0,100693.11,21456.49,Yes,Bachelors,Female,804.0,Unemployed
23.0,72739.4,20285.66,Yes,Bachelors,Female,763.0,Employed
36.0,91556.46,18564.93,Yes,Bachelors,Female,704.0,Employed
50.0,79255.42,16259.93,No,Bachelors,Female,,Employed
23.0,60980.37,13417.71,No,High School,Female,776.0,Self-Employed
27.0,73744.2,20364.47,No,High School,Male,645.0,Self-Employed
39.0,53320.27,10447.32,Yes,Bachelors,Female,701.0,Employed
28.0,111375.59,23919.92,Yes,Bachelors,Male,,Employed
30.0,67982.7,18557.96,No,Masters,Male,657.0,Employed
34.0,70524.21,20909.17,No,Bachelors,Female,775.0,Employed
24.0,77799.72,17339.12,Yes,Bachelors,Male,710.0,Self-Employed
28.0,48261.09,14388.32,No,Masters,Female,671.0,Employed
45.0,96427.42,19741.76,Yes,Bachelors,Female,711.0,Self-Employed
25.0,49493.41,7963.24,Yes,Masters,Female,692.0,Employed
22.0,44970.59,12056.87,No,Bachelors,Male,634.0,Employed
32.0,66669.52,14044.62,No,Bachelors,Male,718.0,Employed
45.0,44414.05,8095.35,Yes,High School,Female,699.0,Unemployed
36.0,101238.81,18185.18,Yes,High School,Female,726.0,Self-Employed
33.0,65385.93,21329.42,No,High School,Female,666.0,Employed
38.0,5576.65,6455.81,Yes,Masters,Female,728.0,Employed
21.0,73998.97,12922.52,No,Bachelors,Male,841.0,Employed
43.0,81070.12,14152.09,No,Bachelors,Male,,Employed
42.0,61571.36,16614.67,No,Masters,Male,723.0,Employed
34.0,42882.14,,No,Bachelors,Female,736.0,Employed
48.0,67933.86,13605.71,Yes,Bachelors,Female,723.0,Self-Employed
27.0,60365.89,19704.29,Yes,High School,Female,719.0,Employed
49.0,50488.56,15441.91,Yes,Masters,Female,724.0,Employed
40.0,48723.5,11985.77,Yes,Bachelors,Male,699.0,Self-Employed
35.0,73124.71,16153.01,Yes,Bachelors,Female,804.0,Employed
38.0,88060.44,8683.67,Yes,Bachelors,Female,741.0,Self-Employed
37.0,79230.88,13727.15,Yes,Bachelors,Female,689.0,Employed
50.0,35440.04,14122.53,Yes,Bachelors,Female,781.0,Employed
27.0,82309.56,11975.91,No,Masters,Female,684.0,Unemployed
30.0,85449.48,27663.0,No,PhD,Female,663.0,Employed
48.0,97873.94,21507.75,Yes,Bachelors,Male,699.0,Employed
32.0,51002.24,15999.04,No,Bachelors,Male,792.0,Employed
47.0,68867.95,17138.29,No,Bachelors,Female,664.0,Employed
55.0,81350.49,17584.67,No,Masters,Male,706.0,Employed
34.0,59448.93,18122.83,No,Bachelors,Male,691.0,Employed
45.0,81038.2,22810.41,Yes,Masters,Male,763.0,Employed
26.0,69519.47,19637.25,Yes,High School,Female,666.0,Self-Employed
46.0,53070.9,5071.51,No,Masters,Male,752.0,Employed
40.0,54775.16,19167.9,No,Bachelors,Male,653.0,Employed
43.0,94985.79,10816.48,Yes,High School,Female,775.0,Employed
32.0,50071.63,12228.92,No,High School,Female,748.0,Self-Employed
21.0,46639.99,19906.6,No,Masters,Male,757.0,Employed
43.0,76887.58,5684.15,Yes,Bachelors,Female,729.0,Unemployed
17.0,69388.54,23562.86,Yes,Masters,Male,667.0,Self-Employed
35.0,43767.57,19086.65,No,Bachelors,Male,760.0,Employed
47.0,59611.6,16668.57,Yes,High School,Male,749.0,Employed
40.0,53664.37,19169.27,Yes,Bachelors,Male,682.0,Employed
57.0,57166.65,20742.45,Yes,Masters,Female,658.0,Unemployed
48.0,120499.41,16114.45,Yes,Bachelors,Female,723.0,Employed
31.0,63948.4,18870.21,Yes,Bachelors,Male,727.0,Employed
38.0,52374.98,10100.63,No,Bachelors,Male,757.0,Unemployed
38.0,110435.75,19059.66,No,PhD,Male,689.0,Employed
22.0,87765.1,18038.49,No,Bachelors,Male,739.0,Employed
29.0,84496.51,22196.13,Yes,Masters,Male,769.0,Employed
32.0,53338.11,15870.71,Yes,Bachelors,Female,616.0,Self-Employed
18.0,,16532.13,No,Masters,Female,604.0,Employed
38.0,86325.49,10383.4,No,Bachelors,Male,729.0,Self-Employed
36.0,72941.79,14997.26,Yes,Masters,Male,734.0,Employed
21.0,35673.94,18056.88,Yes,High School,Male,689.0,Unemployed
42.0,69601.6,18530.44,Yes,Bachelors,Male,,Employed
45.0,104598.61,23565.73,No,Masters,Female,811.0,Employed
40.0,74407.66,17307.43,Yes,High School,Male,723.0,Unemployed
,62470.67,14536.19,No,Bachelors,Male,726.0,Employed
44.0,65430.85,17783.33,Yes,High School,Male,695.0,Employed
45.0,66814.95,12212.89,No,Masters,Male,712.0,Employed
41.0,54007.72,,Yes,High School,Male,706.0,Unemployed
30.0,69175.1,11532.37,Yes,High School,Female,789.0,Unemployed
,98854.69,12974.19,Yes,Masters,Female,844.0,Self-Employed
50.0,96589.1,9622.51,Yes,Masters,Male,681.0,Employed
,54913.28,15414.28,Yes,PhD,Male,,Unemployed
59.0,95517.95,18225.92,Yes,Bachelors,Male,801.0,Employed
33.0,85222.83,,Yes,High School,Male,679.0,Employed
,82666.77,14713.06,Yes,Bachelors,Female,692.0,Self-Employed
31.0,78638.24,13877.93,No,Masters,Female,660.0,Employed
40.0,51392.47,1657.21,Yes,Masters,Female,690.0,Unemployed
21.0,61888.44,16115.67,Yes,PhD,Female,677.0,Employed
33.0,86658.37,15138.0,No,PhD,Female,709.0,Employed
27.0,45862.59,15078.99,Yes,Bachelors,Male,656.0,Employed
39.0,49184.5,22529.03,No,High School,Female,750.0,Unemployed
48.0,76123.95,17730.65,Yes,Bachelors,Male,762.0,Self-Employed
44.0,54209.35,12919.51,Yes,Masters,Male,698.0,Employed
14.0,86477.89,10471.22,No,Masters,Male,666.0,Employed
58.0,54915.64,9213.39,No,Masters,Male,730.0,Employed
41.0,74887.6,12772.14,No,Masters,Female,734.0,Employed
30.0,76561.43,16870.06,No,High School,Female,685.0,Self-Employed
40.0,60358.11,4451.52,Yes,Bachelors,Male,699.0,Employed
40.0,65207.07,14324.76,Yes,Masters,Female,697.0,Unemployed
31.0,56399.77,19009.14,No,Masters,Male,760.0,Employed
40.0,69627.91,9823.44,Yes,High School,Female,730.0,Employed
32.0,50766.26,14109.17,Yes,Bachelors,Female,629.0,Employed
34.0,65529.84,10042.1,Yes,Bachelors,Female,839.0,Employed
,84969.82,1459.13,Yes,Masters,Female,698.0,Employed
24.0,47264.98,10998.2,No,Bachelors,Female,758.0,Employed
39.0,60258.61,9682.31,Yes,High School,Male,723.0,Employed
44.0,80365.25,18875.52,No,Bachelors,Male,695.0,Self-Employed
43.0,28447.1,17402.68,Yes,High School,Male,768.0,Employed
46.0,107111.68,9790.99,Yes,Bachelors,Female,810.0,Self-Employed
41.0,90905.16,21463.25,Yes,Masters,Male,664.0,Employed
33.0,39233.29,18626.02,No,Bachelors,Female,681.0,Employed
46.0,27916.08,13717.78,Yes,Bachelors,Female,797.0,Employed
24.0,70592.35,16650.28,Yes,Bachelors,Female,823.0,Employed
29.0,47595.12,10273.14,No,Masters,Female,739.0,Employed
28.0,89229.87,2690.24,Yes,PhD,Female,787.0,Employed
49.0,77880.04,15454.38,Yes,High School,Female,696.0,Employed
47.0,72467.58,8179.47,No,Bachelors,Female,637.0,Self-Employed
43.0,58594.87,13865.83,No,Bachelors,Female,,Employed
49.0,102000.15,17055.04,Yes,Bachelors,Female,791.0,Employed
29.0,85069.04,5281.72,Yes,Masters,Female,684.0,Unemployed
41.0,82063.32,16033.26,Yes,High School,Female,801.0,Unemployed
37.0,94001.12,19132.23,Yes,PhD,Female,782.0,Self-Employed
46.0,49622.78,4605.2,Yes,Masters,Female,729.0,Employed
37.0,95694.76,18527.19,No,High School,Female,864.0,Employed
34.0,64707.83,24494.9,No,High School,Male,712.0,Employed
43.0,76694.59,13724.61,Yes,High School,Female,655.0,Employed
47.0,66870.74,18702.09,Yes,High School,Male,704.0,Employed
31.0,32442.69,9976.6,Yes,Masters,Female,739.0,Employed
37.0,89146.97,19601.16,No,High School,Female,687.0,Employed
27.0,33510.33,17550.69,Yes,Masters,Male,686.0,Employed
13.0,50669.59,16088.77,Yes,PhD,Male,744.0,Employed
40.0,60943.51,15804.3,Yes,High School,Female,763.0,Employed
44.0,30927.69,16972.24,Yes,Masters,Male,735.0,Employed
41.0,47987.55,14680.0,Yes,Masters,Male,718.0,Employed
19.0,74896.4,10135.35,Yes,Bachelors,Male,692.0,Employed
34.0,63066.98,14260.74,No,Bachelors,Female,684.0,Employed
16.0,64716.94,14761.58,No,Bachelors,Female,707.0,Employed
52.0,51699.87,9130.47,Yes,High School,Female,657.0,Employed
27.0,70923.63,14447.58,Yes,Bachelors,Male,690.0,Unemployed
51.0,63495.04,,Yes,Masters,Female,735.0,Employed
47.0,37180.69,12396.9,Yes,Masters,Female,662.0,Employed
29.0,65981.63,16761.45,Yes,High School,Female,617.0,Self-Employed
27.0,45161.76,17947.64,Yes,Masters,Female,697.0,Self-Employed
42.0,87953.94,11681.58,No,PhD,Male,660.0,Employed
30.0,62169.87,15745.65,Yes,High School,Male,693.0,Employed
39.0,120430.49,19545.96,No,High School,Male,762.0,Employed
33.0,89338.05,9948.15,Yes,Bachelors,Male,762.0,Employed
20.0,,6683.9,Yes,High School,Male,717.0,Employed
16.0,81589.58,10294.25,Yes,Bachelors,Male,749.0,Employed
40.0,28204.02,17634.46,Yes,Bachelors,Female,818.0,Employed
32.0,89247.59,12716.43,No,Bachelors,Female,707.0,Employed
32.0,53594.19,8807.29,Yes,Bachelors,Male,672.0,Unemployed
45.0,71794.66,21346.99,Yes,Masters,Male,753.0,Employed
50.0,55447.55,9098.28,Yes,High School,Male,695.0,Unemployed
35.0,57573.63,14147.11,Yes,Bachelors,Female,666.0,Self-Employed
35.0,66377.36,18682.87,Yes,High School,Male,708.0,Employed
43.0,71536.66,18350.68,Yes,PhD,Female,740.0,Employed
24.0,69461.68,17086.58,Yes,Bachelors,Male,738.0,Employed
40.0,69960.31,11660.24,Yes,High School,Male,651.0,Employed
44.0,37486.35,17789.5,No,Bachelors,Male,742.0,Unemployed
45.0,116640.99,15073.84,No,Bachelors,Female,647.0,Unemployed
19.0,74639.61,17032.8,No,Masters,Female,655.0,Employed
30.0,78751.35,21853.21,No,Bachelors,Male,787.0,Unemployed
29.0,63200.18,9031.26,Yes,High School,Female,634.0,Unemployed
39.0,52516.91,16926.16,No,Bachelors,Male,600.0,Employed
43.0,73020.71,15710.71,Yes,High School,Female,742.0,Employed
53.0,75785.54,19721.77,Yes,Bachelors,Female,690.0,Employed
33.0,96036.18,23891.58,No,PhD,Female,700.0,Self-Employed
33.0,111552.35,23735.8,Yes,PhD,Female,794.0,Employed
49.0,99540.45,19175.03,Yes,High School,Female,773.0,Employed
41.0,34669.42,,No,Masters,Male,767.0,Employed
51.0,60791.64,12888.48,No,High School,Female,721.0,Employed
41.0,76716.34,18606.95,Yes,High School,Female,746.0,Employed
26.0,61994.29,8567.24,No,Bachelors,Female,696.0,Self-Employed
25.0,69123.46,13832.54,No,Masters,Male,690.0,Employed
22.0,27097.28,11309.02,Yes,Masters,Male,720.0,Unemployed
45.0,88284.26,9116.26,No,Bachelors,Male,750.0,Unemployed
50.0,32490.9,16239.01,Yes,Masters,Female,798.0,Employed
56.0,38550.21,18947.92,Yes,Masters,Female,774.0,Employed
46.0,49706.58,18001.5,Yes,Bachelors,Female,754.0,Employed
50.0,68049.32,15590.88,Yes,Masters,Male,714.0,Self-Employed
32.0,37545.49,13238.68,Yes,Bachelors,Female,707.0,Employed
26.0,48792.16,12376.9,No,Bachelors,Male,731.0,Employed
47.0,92978.9,19357.24,Yes,High School,Female,729.0,Employed
42.0,67752.79,12442.5,No,Masters,Male,666.0,Employed
39.0,78670.94,12299.51,No,Masters,Male,701.0,Employed
42.0,45275.14,17055.79,No,Masters,Female,721.0,Employed
41.0,68923.28,10094.58,No,Masters,Male,752.0,Employed
,67282.67,,No,High School,Male,717.0,Self-Employed
51.0,54094.59,12354.03,No,Masters,Male,816.0,Self-Employed
43.0,68978.46,11642.76,Yes,Bachelors,Female,689.0,Employed
46.0,32157.49,13750.22,Yes,Bachelors,Male,732.0,Self-Employed
43.0,78772.17,18772.25,No,Masters,Male,714.0,Employed
33.0,62010.15,15883.78,Yes,Bachelors,Female,741.0,Employed
46.0,64855.61,16465.62,No,Bachelors,Male,720.0,Employed
24.0,87035.32,18794.72,No,High School,Male,705.0,Employed
49.0,78640.67,18118.46,Yes,High School,Female,748.0,Unemployed
26.0,63633.22,14107.06,Yes,PhD,Male,679.0,Employed
41.0,47668.28,17782.61,Yes,Bachelors,Female,,Employed
30.0,96573.23,14157.8,Yes,PhD,Male,768.0,Employed
44.0,43197.56,17191.14,Yes,Masters,Male,,Self-Employed
38.0,82587.34,20208.09,No,Bachelors,Male,795.0,Employed
22.0,38052.12,17603.19,Yes,Bachelors,Male,720.0,Unemployed
42.0,88357.47,8767.96,No,Masters,Male,647.0,Employed
32.0,90212.02,12516.08,Yes,Bachelors,Male,741.0,Self-Employed
,31747.78,18237.83,No,Masters,Female,630.0,Employed
38.0,78986.7,4224.59,Yes,Masters,Male,640.0,Employed
42.0,77330.07,,Yes,Bachelors,Male,721.0,Employed
28.0,84060.99,16336.77,No,Masters,Female,730.0,Employed
32.0,77304.81,28636.74,Yes,Bachelors,Female,727.0,Employed
33.0,50753.69,17161.4,Yes,High School,Male,682.0,Employed
47.0,65655.34,14457.54,No,Bachelors,Female,680.0,Employed
55.0,103292.93,20818.37,Yes,Bachelors,Female,855.0,Employed
30.0,47843.73,13278.0,Yes,Masters,Male,664.0,Employed
49.0,76457.16,15211.34,Yes,High School,Male,680.0,Employed
16.0,93025.08,15444.25,Yes,Masters,Male,793.0,Self-Employed
26.0,50184.94,18001.1,Yes,Bachelors,Male,680.0,Employed
28.0,41664.27,10383.57,No,Bachelors,Male,707.0,Employed
24.0,44677.95,19167.53,No,Bachelors,Male,722.0,Employed
22.0,77899.43,12371.31,No,Bachelors,Male,703.0,Self-Employed
42.0,44507.92,25297.18,Yes,Masters,Male,777.0,Employed
36.0,67292.8,7434.44,Yes,PhD,Male,771.0,Employed
42.0,97425.43,11213.2,Yes,Bachelors,Male,759.0,Unemployed
45.0,68973.84,,No,High School,Female,,Employed
41.0,54443.74,29824.26,Yes,PhD,Female,714.0,Employed
45.0,72508.19,8865.46,No,Masters,Female,784.0,Employed
37.0,68626.54,18800.25,No,Masters,Female,744.0,Self-Employed
26.0,79053.15,18635.18,Yes,Bachelors,Male,675.0,Employed
49.0,102382.89,10469.99,Yes,PhD,Female,745.0,Employed
32.0,77935.38,18865.17,Yes,Bachelors,Male,698.0,Employed
,110675.65,9655.05,No,Bachelors,Female,645.0,Employed
36.0,79106.04,10932.23,Yes,Bachelors,Male,645.0,Self-Employed
29.0,54653.37,7190.5,No,Bachelors,Male,672.0,Self-Employed
34.0,115766.06,18348.29,Yes,High School,Male,798.0,Employed
41.0,67503.64,5205.71,Yes,Masters,Female,584.0,Employed
41.0,48902.16,16967.29,Yes,Masters,Male,707.0,Unemployed
29.0,116474.57,14381.98,Yes,Masters,Male,747.0,Employed
33.0,55337.66,23715.13,Yes,Masters,Male,713.0,Employed
49.0,54552.21,15163.06,Yes,Masters,Female,703.0,Employed
,58970.59,19239.84,No,Bachelors,Female,680.0,Employed
59.0,73292.53,17556.68,Yes,Bachelors,Female,794.0,Employed
50.0,88617.23,14484.03,Yes,PhD,Male,697.0,Employed
49.0,17024.17,20574.61,Yes,High School,Male,659.0,Employed
24.0,88530.01,16899.5,Yes,Masters,Male,695.0,Self-Employed
46.0,58909.31,19493.47,No,Bachelors,Female,733.0,Self-Employed
37.0,61742.11,10361.15,Yes,Bachelors,Female,682.0,Employed
32.0,104303.84,17641.39,Yes,Masters,Male,741.0,Employed
40.0,74266.16,19008.77,No,Bachelors,Male,718.0,Employed
47.0,78954.03,9554.98,Yes,Bachelors,Female,738.0,Employed
43.0,69028.8,14630.62,No,Masters,Female,790.0,Employed
29.0,85272.85,6308.3,Yes,High School,Female,631.0,Unemployed
45.0,102360.21,7065.0,Yes,Bachelors,Male,699.0,Employed
32.0,20498.69,14700.62,Yes,PhD,Female,676.0,Employed
40.0,91692.36,24001.17,No,Bachelors,Male,684.0,Self-Employed
35.0,100940.66,24387.72,Yes,High School,Female,726.0,Employed
36.0,80021.26,13475.45,Yes,PhD,Female,719.0,Employed
46.0,56452.75,10242.6,No,Bachelors,Male,635.0,Self-Employed
28.0,46954.55,19635.71,No,Bachelors,Female,660.0,Employed
,117236.91,4982.22,No,Bachelors,Male,775.0,Self-Employed
20.0,51900.33,12984.12,Yes,Masters,Female,652.0,Employed
32.0,100352.83,,Yes,High School,Female,754.0,Employed
42.0,77810.23,14568.41,Yes,Masters,Female,623.0,Employed
44.0,110916.62,21876.59,Yes,PhD,Male,639.0,Employed
37.0,63634.8,2058.51,No,Masters,Male,746.0,Employed
37.0,37848.38,16551.78,Yes,PhD,Male,795.0,Employed
42.0,70043.42,16716.18,Yes,Masters,Female,768.0,Self-Employed
36.0,,14695.06,Yes,Bachelors,Female,694.0,Employed
,123541.21,16456.89,Yes,Masters,Female,682.0,Employed
46.0,,17571.32,Yes,High School,Female,741.0,Employed
47.0,85562.61,15791.66,Yes,Bachelors,Male,638.0,Employed
28.0,85575.41,4824.97,Yes,Bachelors,Female,742.0,Employed
37.0,56128.21,10554.0,No,Bachelors,Male,692.0,Employed
35.0,67359.39,22987.97,No,Masters,Female,801.0,Unemployed
28.0,,9164.85,No,Bachelors,Male,735.0,Employed
42.0,108877.77,15403.07,Yes,Masters,Male,711.0,Self-Employed
33.0,46858.16,11393.36,Yes,PhD,Female,731.0,Unemployed
45.0,55428.32,17974.03,No,Masters,Male,702.0,Employed
27.0,62741.38,13986.79,No,Bachelors,Male,745.0,Employed
55.0,56527.07,18273.69,No,High School,Female,,Employed
29.0,40821.47,16915.18,No,Masters,Male,,Self-Employed
40.0,15905.91,13051.12,Yes,High School,Male,702.0,Employed
46.0,33463.11,3854.53,Yes,Bachelors,Male,762.0,Employed
32.0,,10668.0,No,Masters,Female,758.0,Employed
47.0,69835.62,8968.55,Yes,Bachelors,Female,728.0,Employed
26.0,86710.78,,Yes,Masters,Male,755.0,Employed
53.0,58349.73,17517.63,Yes,Masters,Male,698.0,Employed
38.0,68033.29,25123.06,Yes,Bachelors,Male,752.0,Self-Employed
32.0,102263.15,2674.11,Yes,Bachelors,Female,640.0,Self-Employed
35.0,101054.45,7468.71,No,Bachelors,Female,667.0,Employed
46.0,88839.44,16160.46,Yes,Bachelors,Male,711.0,Self-Employed
32.0,74048.36,13732.93,Yes,Masters,Female,625.0,Employed
31.0,80359.39,17266.59,Yes,High School,Female,724.0,Unemployed
36.0,77412.77,14766.08,Yes,Masters,Male,826.0,Unemployed
26.0,66661.46,21587.72,Yes,High School,Female,,Self-Employed
56.0,61912.6,,No,High School,Male,722.0,Employed
32.0,92447.36,19384.79,No,Bachelors,Female,672.0,Self-Employed
46.0,44087.45,20089.73,Yes,High School,Male,774.0,Employed
40.0,99747.17,9036.92,Yes,Masters,Male,709.0,Employed
28.0,64491.14,17935.89,No,Masters,Male,719.0,Employed
38.0,43718.93,18214.29,Yes,Bachelors,Male,709.0,Unemployed
46.0,59089.9,13291.55,Yes,Bachelors,Female,707.0,Employed
36.0,52511.84,13259.67,Yes,Masters,Male,659.0,Unemployed
50.0,58486.51,13399.67,Yes,Bachelors,Male,729.0,Self-Employed
48.0,58120.93,10602.8,Yes,Masters,Female,707.0,Employed
47.0,57326.1,8097.88,No,High School,Male,646.0,Employed
33.0,63840.86,25728.1,Yes,Masters,Female,628.0,Employed
27.0,68704.53,20400.69,No,Bachelors,Female,712.0,Employed
32.0,85277.19,15129.81,Yes,PhD,Female,705.0,Employed
40.0,65100.95,7662.89,Yes,High School,Male,654.0,Employed
,76520.42,17728.96,Yes,Bachelors,Male,761.0,Employed
16.0,70150.63,13179.25,No,High School,Male,694.0,Unemployed
38.0,1400598.056378007,14216.9,Yes,PhD,Female,748.0,Unemployed
40.0,70933.51,26239.27,Yes,Bachelors,Female,678.0,Self-Employed
35.0,57063.56,24489.68,Yes,Bachelors,Female,,Employed
51.0,51636.01,3174.74,Yes,High School,Male,690.0,Employed
42.0,74204.59,16826.57,Yes,Bachelors,Male,701.0,Self-Employed
51.0,95467.57,15827.87,Yes,Masters,Male,731.0,Employed
36.0,65417.51,16775.77,Yes,PhD,Female,706.0,Self-Employed
47.0,55982.73,12210.9,Yes,Masters,Male,751.0,Unemployed
54.0,64876.59,15014.47,Yes,Masters,Female,662.0,Employed
51.0,58772.11,9530.54,No,Bachelors,Female,684.0,Employed
27.0,56660.39,20187.51,Yes,Masters,Female,737.0,Employed
35.0,41128.11,20034.72,Yes,Bachelors,Female,765.0,Self-Employed
,65111.83,23204.91,Yes,Bachelors,Female,724.0,Employed
43.0,,11131.36,Yes,PhD,Female,757.0,Employed
45.0,48361.92,16348.42,Yes,High School,Male,675.0,Employed
30.0,52433.2,25217.18,Yes,Masters,Female,696.0,Self-Employed
39.0,,11623.39,Yes,High School,Female,,Self-Employed
18.0,42266.44,9952.99,No,Bachelors,Female,702.0,Employed
52.0,50888.16,16501.5,Yes,Bachelors,Female,697.0,Employed
33.0,66042.87,20825.59,Yes,Bachelors,Male,701.0,Self-Employed
39.0,43158.84,11664.45,Yes,High School,Female,660.0,Self-Employed
35.0,67249.15,24664.26,Yes,Bachelors,Male,667.0,Employed
49.0,55930.66,10421.24,Yes,Bachelors,Male,686.0,Self-Employed
10.0,51420.36,18290.87,No,Masters,Female,791.0,Employed
38.0,77544.18,11616.69,No,Masters,Male,699.0,Employed
37.0,57197.49,,No,Bachelors,Male,702.0,Self-Employed
33.0,60599.72,19113.15,Yes,Masters,Male,753.0,Unemployed
55.0,95960.14,13953.91,Yes,Bachelors,Female,720.0,Employed
29.0,51598.89,7404.31,No,Bachelors,Male,696.0,Unemployed
46.0,101317.49,11006.72,No,Bachelors,Male,716.0,Self-Employed
42.0,63044.18,18608.47,Yes,High School,Male,675.0,Employed
51.0,47277.31,16987.4,Yes,Masters,Male,660.0,Employed
31.0,58921.03,18627.83,Yes,PhD,Female,768.0,Employed
31.0,71375.5,11986.63,No,High School,Female,736.0,Self-Employed
49.0,95090.08,9700.21,Yes,Bachelors,Female,623.0,Employed
42.0,85976.5,10905.98,Yes,Bachelors,Female,760.0,Self-Employed
23.0,71278.14,11248.25,Yes,High School,Female,709.0,Employed
33.0,95199.12,14765.83,Yes,Bachelors,Male,707.0,Employed
42.0,32379.26,9080.14,Yes,Masters,Male,766.0,Employed
46.0,74988.83,20327.08,Yes,Bachelors,Female,671.0,Employed
31.0,76198.79,17578.72,Yes,Bachelors,Male,723.0,Unemployed
9.0,76442.85,10676.84,Yes,Masters,Male,792.0,Employed
43.0,37796.98,14007.06,Yes,Bachelors,Female,705.0,Employed
26.0,49661.75,10566.42,Yes,High School,Male,699.0,Employed
18.0,66670.51,14253.44,Yes,Masters,Male,802.0,Employed
10.0,92295.83,10825.88,Yes,Bachelors,Female,693.0,Employed
46.0,108305.29,25711.68,Yes,PhD,Female,755.0,Employed
39.0,56711.29,7046.12,No,Masters,Male,656.0,Employed
36.0,43803.06,8652.22,Yes,Masters,Female,760.0,Self-Employed
52.0,86315.23,13811.03,Yes,Bachelors,Male,692.0,Employed
44.0,,15468.67,Yes,Bachelors,Female,766.0,Unemployed
54.0,92138.81,15500.68,Yes,Bachelors,Female,693.0,Employed
24.0,55027.35,,Yes,Masters,Male,746.0,Employed
38.0,127222.79,,Yes,High School,Male,624.0,Employed
22.0,83735.99,10391.48,Yes,High School,Female,714.0,Unemployed
36.0,54179.74,20310.62,Yes,Masters,Male,724.0,Self-Employed
36.0,108686.04,18141.31,Yes,Bachelors,Female,671.0,Employed
44.0,52600.16,21934.23,Yes,High School,Male,,Unemployed
38.0,57578.23,15256.81,Yes,High School,Male,854.0,Employed
44.0,84532.42,20450.53,No,Bachelors,Female,669.0,Employed
45.0,69501.89,1386.66,No,Bachelors,Female,743.0,Employed
60.0,70740.14,12571.7,No,Bachelors,Male,690.0,Employed
35.0,70773.83,10436.81,Yes,Bachelors,Male,780.0,Employed
29.0,92289.6,18509.39,Yes,PhD,Female,733.0,Employed
40.0,23512.19,11302.12,No,Bachelors,Male,695.0,Employed
30.0,75690.28,19878.13,Yes,High School,Male,726.0,Employed
53.0,64195.93,18936.95,Yes,Bachelors,Female,805.0,Employed
,54950.08,11963.01,Yes,Masters,Male,696.0,Employed
32.0,54897.27,16193.78,Yes,High School,Female,765.0,Employed
33.0,17257.81,13927.71,No,Bachelors,Female,666.0,Unemployed
45.0,54031.64,15581.8,Yes,Bachelors,Female,741.0,Employed
36.0,95809.25,18748.22,No,Bachelors,Male,715.0,Employed
32.0,86641.1,13370.27,No,PhD,Male,780.0,Employed
55.0,66172.36,6719.57,No,Bachelors,Male,717.0,Unemployed
29.0,41774.89,17978.01,Yes,Masters,Male,784.0,Employed
38.0,86437.4,20362.35,Yes,Bachelors,Male,680.0,Unemployed
45.0,96196.97,6501.26,No,Bachelors,Female,660.0,Unemployed
22.0,90683.89,14817.28,Yes,Bachelors,Male,672.0,Employed
43.0,50625.49,10341.35,Yes,Bachelors,Male,743.0,Employed
27.0,52702.43,20634.69,Yes,Bachelors,Female,666.0,Employed
,103118.23,20912.29,No,High School,Female,609.0,Unemployed
28.0,45814.58,10951.59,Yes,Masters,Female,703.0,Employed
45.0,79564.27,8421.92,Yes,Masters,Female,728.0,Employed
49.0,34445.28,16223.48,Yes,Masters,Male,697.0,Employed
47.0,63993.69,9454.31,Yes,Bachelors,Female,663.0,Employed
41.0,81703.01,19288.8,Yes,Bachelors,Female,778.0,Employed
36.0,69400.68,14344.12,Yes,Bachelors,Female,761.0,Employed
32.0,80478.27,23027.51,Yes,High School,Male,737.0,Employed
53.0,45475.9,23249.73,Yes,Masters,Male,785.0,Employed
31.0,53599.96,22760.24,Yes,High School,Female,675.0,Self-Employed
28.0,79636.37,17014.69,Yes,Bachelors,Female,709.0,Employed
45.0,83937.76,10271.21,No,Bachelors,Male,779.0,Employed
30.0,74396.26,7584.38,Yes,High School,Male,728.0,Employed
28.0,88941.15,17973.07,No,Masters,Female,805.0,Employed
24.0,36855.84,18346.83,Yes,Bachelors,Female,632.0,Self-Employed
33.0,60676.04,16310.12,Yes,Masters,Female,629.0,Employed
37.0,106453.68,8355.67,Yes,Bachelors,Male,695.0,Unemployed
40.0,95669.38,11011.78,Yes,PhD,Female,749.0,Employed
48.0,82672.76,15416.61,Yes,Bachelors,Female,756.0,Self-Employed
43.0,66892.66,11934.34,Yes,Bachelors,Male,708.0,Employed
36.0,90696.31,11120.59,Yes,PhD,Female,772.0,Employed
36.0,78582.83,10167.31,Yes,Masters,Male,741.0,Self-Employed
43.0,39651.19,14323.42,No,Masters,Male,723.0,Self-Employed
51.0,89915.25,13962.73,Yes,Bachelors,Female,787.0,Employed
39.0,52679.13,10866.77,Yes,Bachelors,Male,723.0,Employed
33.0,85193.77,15051.26,Yes,PhD,Male,,Employed
28.0,37680.54,16247.18,Yes,High School,Male,709.0,Self-Employed
24.0,101980.39,16764.76,No,PhD,Male,669.0,Employed
45.0,64502.07,10212.89,Yes,Masters,Male,710.0,Employed
44.0,47813.27,13464.35,Yes,Bachelors,Male,679.0,Employed
44.0,56229.9,15080.21,No,Bachelors,Female,653.0,Self-Employed
37.0,63263.02,15625.89,No,Masters,Female,696.0,Employed
52.0,69884.61,8325.02,No,High School,Female,645.0,Employed
33.0,96362.91,13293.94,Yes,Bachelors,Female,757.0,Employed
48.0,71402.85,17963.6,Yes,Masters,Female,752.0,Employed
38.0,26581.66,12030.65,No,Bachelors,Male,771.0,Employed
32.0,45405.23,16778.28,Yes,High School,Female,693.0,Unemployed
44.0,125150.7,15073.05,Yes,High School,Male,743.0,Employed
42.0,72707.78,12700.48,No,PhD,Male,663.0,Unemployed
42.0,89015.8,21308.54,Yes,Bachelors,Male,691.0,Self-Employed
39.0,63833.08,13486.62,Yes,Bachelors,Male,771.0,Employed
38.0,49907.77,13948.01,Yes,Masters,Male,779.0,Employed
62.0,60374.36,12576.13,Yes,Masters,Male,726.0,Employed
50.0,72566.52,22402.38,Yes,High School,Female,754.0,Employed
45.0,60795.27,21953.68,Yes,High School,Male,708.0,Self-Employed
39.0,108369.36,20733.86,Yes,High School,Female,770.0,Employed
48.0,57674.94,19347.37,Yes,Bachelors,Female,,Employed
43.0,48903.29,10579.02,Yes,Bachelors,Male,726.0,Employed
38.0,86176.06,12750.98,Yes,Bachelors,Male,779.0,Unemployed
35.0,88640.05,11146.63,Yes,Masters,Female,695.0,Self-Employed
37.0,70599.54,20151.64,Yes,Masters,Male,719.0,Self-Employed
6.0,57957.13,26677.93,Yes,Bachelors,Male,742.0,Employed
40.0,31986.82,18396.31,No,Bachelors,Female,767.0,Employed
33.0,94414.43,23380.05,No,Masters,Male,683.0,Self-Employed
54.0,87371.22,17286.82,Yes,Masters,Female,739.0,Employed
38.0,61202.23,16583.87,Yes,High School,Female,769.0,Self-Employed
26.0,71191.45,12099.47,Yes,Masters,Male,769.0,Employed
38.0,65466.46,18065.14,Yes,Masters,Male,718.0,Employed
28.0,102574.6,19564.88,Yes,Masters,Male,703.0,Employed
43.0,49241.63,20268.58,Yes,Bachelors,Male,719.0,Self-Employed
41.0,,15517.13,Yes,High School,Male,,Self-Employed
48.0,55665.48,15989.53,No,Masters,Male,747.0,Employed
30.0,76203.23,14695.0,Yes,Bachelors,Male,727.0,Employed
38.0,71122.59,12176.95,No,Bachelors,Female,598.0,Employed
24.0,74001.36,19406.19,Yes,Masters,Male,738.0,Unemployed
45.0,52387.86,5523.72,Yes,Masters,Male,696.0,Employed
43.0,99697.94,6638.1,Yes,Bachelors,Female,728.0,Self-Employed
43.0,60919.1,12265.16,Yes,Bachelors,Female,796.0,Employed
38.0,93751.8,8632.03,Yes,High School,Male,674.0,Self-Employed
42.0,132782.28,20429.99,Yes,High School,Female,700.0,Self-Employed
54.0,52533.28,12786.38,No,Bachelors,Female,708.0,Employed
35.0,76847.7,19385.28,No,Bachelors,Male,655.0,Employed
,67367.93,21523.78,Yes,Bachelors,Female,725.0,Employed
27.0,110617.63,15306.84,Yes,Bachelors,Female,742.0,Employed
29.0,64386.92,16635.41,No,Bachelors,Male,701.0,Employed
39.0,74973.83,21133.63,No,Bachelors,Female,748.0,Self-Employed
49.0,74537.37,19996.22,No,Bachelors,Female,794.0,Self-Employed
35.0,67992.02,,Yes,Bachelors,Male,685.0,Self-Employed
36.0,85109.48,12938.79,Yes,Bachelors,Male,712.0,Employed
34.0,71867.93,17563.03,Yes,Masters,Male,705.0,Employed
33.0,79637.03,16078.41,Yes,High School,Female,809.0,Employed
41.0,74272.05,10037.14,Yes,Bachelors,Male,749.0,Self-Employed
23.0,57909.25,6462.27,Yes,Bachelors,Female,774.0,Employed
51.0,64620.76,18056.1,No,High School,Female,711.0,Employed
31.0,81108.46,10783.01,Yes,Bachelors,Female,810.0,Self-Employed
45.0,81027.21,14328.32,Yes,Bachelors,Female,770.0,Employed
25.0,94900.18,15723.66,Yes,High School,Male,675.0,Employed
45.0,107184.88,14186.17,Yes,Bachelors,Female,660.0,Employed
45.0,59578.62,10341.24,Yes,Masters,Female,723.0,Employed
42.0,72697.48,14586.42,No,High School,Male,746.0,Employed
28.0,66131.88,12277.71,Yes,Masters,Male,702.0,Employed
,47853.85,23278.94,Yes,Bachelors,Female,683.0,Employed
26.0,81291.1,16066.82,Yes,Bachelors,Male,768.0,Employed
35.0,85556.74,27832.19,No,High School,Male,738.0,Unemployed
48.0,48460.18,8407.95,Yes,High School,Male,716.0,Employed
46.0,62510.01,,Yes,PhD,Male,683.0,Self-Employed
38.0,60558.21,13478.38,Yes,Bachelors,Male,717.0,Employed
28.0,39831.51,11115.72,Yes,Masters,Male,682.0,Self-Employed
44.0,69272.45,13243.79,Yes,Masters,Female,766.0,Employed
38.0,47095.17,12600.16,Yes,High School,Male,757.0,Unemployed
15.0,73179.87,10106.48,Yes,Masters,Female,673.0,Employed
46.0,75382.43,23973.17,Yes,Bachelors,Female,674.0,Self-Employed
38.0,77860.46,14582.8,No,Masters,Female,785.0,Employed
50.0,78826.44,19634.87,Yes,Bachelors,Male,760.0,Self-Employed
27.0,100618.81,19951.18,Yes,Bachelors,Male,755.0,Employed
6.0,53827.08,22140.56,Yes,PhD,Female,777.0,Self-Employed
41.0,54830.36,10088.44,No,Bachelors,Male,672.0,Unemployed
41.0,83103.28,21331.89,No,Bachelors,Male,709.0,Employed
21.0,67360.37,14629.85,Yes,Bachelors,Female,815.0,Self-Employed
28.0,92506.53,25178.43,Yes,High School,Female,796.0,Employed
66.0,81233.78,,Yes,High School,Male,749.0,Self-Employed
35.0,108362.23,,No,Masters,Female,730.0,Employed
45.0,68173.43,21289.26,Yes,Masters,Female,748.0,Employed
31.0,40359.21,20796.29,Yes,High School,Female,716.0,Employed
17.0,76813.23,8541.2,No,Bachelors,Female,685.0,Employed
36.0,68566.52,18724.49,No,Masters,Female,680.0,Self-Employed
35.0,80689.75,,No,Masters,Male,829.0,Employed
34.0,83252.14,17394.32,Yes,Bachelors,Female,691.0,Employed
37.0,59309.03,10130.97,Yes,Masters,Female,772.0,Employed
41.0,49819.89,20051.48,Yes,High School,Female,612.0,Employed
36.0,67081.13,18327.46,No,High School,Male,694.0,Self-Employed
25.0,22376.17,13846.26,Yes,Bachelors,Female,714.0,Employed
43.0,71613.35,,Yes,Bachelors,Female,693.0,Employed
19.0,61851.24,18304.05,Yes,Masters,Female,682.0,Self-Employed
17.0,87233.5,10446.51,Yes,Bachelors,Male,767.0,Self-Employed
45.0,30283.03,16009.17,Yes,Masters,Male,737.0,Employed
43.0,70126.91,,Yes,Bachelors,Female,693.0,Employed
37.0,101524.49,22599.28,Yes,High School,Female,688.0,Self-Employed
24.0,83508.03,12373.39,Yes,Masters,Male,652.0,Employed
31.0,89613.44,7066.33,Yes,PhD,Male,665.0,Employed
35.0,76794.67,11463.8,Yes,Bachelors,Male,667.0,Employed
22.0,36769.32,19081.96,Yes,PhD,Female,698.0,Employed
31.0,73330.58,11296.05,Yes,Bachelors,Male,873.0,Employed
45.0,78169.79,20413.61,Yes,High School,Female,693.0,Employed
52.0,48435.51,11285.41,Yes,PhD,Male,698.0,Employed
34.0,67468.92,12213.25,Yes,Bachelors,Male,692.0,Employed
46.0,11978.59,14135.63,No,Bachelors,Male,743.0,Employed
19.0,63318.04,19722.91,No,High School,Male,656.0,Self-Employed
45.0,61272.48,7081.93,No,Bachelors,Male,670.0,Employed
30.0,98044.79,16399.91,Yes,Bachelors,Male,775.0,Self-Employed
41.0,57935.54,16310.38,No,Bachelors,Female,733.0,Employed
36.0,64672.86,10042.92,No,Masters,Male,729.0,Self-Employed
51.0,68415.42,16780.31,Yes,Masters,Male,764.0,Employed
29.0,58193.6,14100.41,Yes,Masters,Female,722.0,Employed
44.0,84395.83,9343.97,Yes,High School,Male,660.0,Self-Employed
35.0,30152.16,14630.32,Yes,Bachelors,Male,745.0,Self-Employed
36.0,92731.53,9788.7,Yes,PhD,Male,748.0,Self-Employed
36.0,69762.44,11797.5,Yes,Masters,Female,644.0,Employed
30.0,96032.94,19399.8,No,Masters,Male,735.0,Employed
38.0,15055.36,13439.63,Yes,Bachelors,Male,753.0,Employed
37.0,21275.41,19297.35,Yes,Masters,Female,755.0,Employed
40.0,64160.43,14215.34,Yes,Bachelors,Male,762.0,Employed
39.0,80118.31,10186.83,No,Masters,Female,741.0,Employed
46.0,58901.35,17399.53,Yes,High School,Female,770.0,Employed
47.0,81676.92,17800.81,Yes,Bachelors,Male,670.0,Employed
27.0,89626.2,8847.83,No,Masters,Male,797.0,Employed
47.0,83319.99,20678.65,No,Bachelors,Male,626.0,Employed
26.0,72065.37,22604.3,No,Masters,Male,763.0,Unemployed
44.0,71912.06,18133.38,No,Masters,Male,672.0,Self-Employed
44.0,57704.1,15386.87,Yes,Masters,Male,782.0,Employed
19.0,68892.51,25058.48,Yes,Bachelors,Female,756.0,Employed
39.0,49515.38,17695.28,Yes,Masters,Female,692.0,Self-Employed
33.0,54305.41,15986.12,Yes,Masters,Female,706.0,Employed
30.0,80287.28,23499.49,No,PhD,Female,698.0,Employed
52.0,60742.38,23013.34,Yes,High School,Female,757.0,Employed
31.0,55248.76,7804.13,No,Bachelors,Male,650.0,Employed
30.0,78984.62,12479.15,Yes,Masters,Male,708.0,Unemployed
39.0,77597.99,17928.33,Yes,High School,Male,744.0,Employed
45.0,65694.01,21136.75,No,Masters,Female,625.0,Employed
37.0,67021.29,9172.36,Yes,Bachelors,Female,655.0,Employed
50.0,78318.96,19539.32,Yes,High School,Female,780.0,Unemployed
43.0,89379.14,12977.14,Yes,Masters,Female,625.0,Employed
16.0,74021.71,18587.33,Yes,High School,Female,672.0,Unemployed
33.0,46159.32,12165.15,No,Bachelors,Female,802.0,Employed
32.0,65571.45,,Yes,Bachelors,Male,739.0,Employed
43.0,61857.0,6144.2,Yes,Bachelors,Male,784.0,Unemployed
12.0,48940.28,9369.6,Yes,Bachelors,Male,681.0,Employed
63.0,79958.66,12042.23,Yes,High School,Female,650.0,Self-Employed
43.0,81497.05,14964.08,No,Bachelors,Female,725.0,Employed
39.0,84524.17,12412.05,No,Bachelors,Male,742.0,Unemployed
50.0,50181.74,14763.14,No,High School,Male,637.0,Employed
61.0,73149.02,12518.08,Yes,High School,Female,720.0,Employed
47.0,69874.5,14976.55,Yes,High School,Female,678.0,Employed
47.0,,19653.35,No,Masters,Female,723.0,Unemployed
39.0,72594.53,14925.13,Yes,PhD,Female,771.0,Employed
37.0,69749.08,17704.26,Yes,Bachelors,Male,706.0,Self-Employed
33.0,67345.52,18571.81,Yes,Bachelors,Female,779.0,Employed
30.0,92136.81,14210.81,No,Bachelors,Female,708.0,Employed
31.0,52763.72,6045.75,Yes,Bachelors,Male,765.0,Employed
24.0,66536.58,16263.48,Yes,High School,Male,,Self-Employed
37.0,91627.41,11629.52,Yes,Bachelors,Male,752.0,Unemployed
21.0,53778.88,19312.05,Yes,Bachelors,Female,,Employed
40.0,54798.24,21828.29,Yes,PhD,Male,808.0,Employed
38.0,84678.82,13712.29,No,Bachelors,Female,731.0,Employed
39.0,41521.72,15819.64,No,Masters,Male,757.0,Self-Employed
33.0,83212.62,18339.31,Yes,Bachelors,Male,647.0,Unemployed
69.0,60207.31,10935.55,No,Bachelors,Male,757.0,Unemployed
52.0,78200.01,15046.14,Yes,High School,Female,771.0,Employed
26.0,45585.31,7262.46,Yes,Masters,Male,700.0,Employed
40.0,93701.53,20221.58,Yes,Bachelors,Female,783.0,Employed
32.0,45655.23,23430.48,No,Bachelors,Female,671.0,Employed
28.0,84499.01,15499.71,Yes,Masters,Male,672.0,Employed
25.0,,11240.99,Yes,Bachelors,Male,740.0,Employed
42.0,106166.02,16307.54,Yes,Masters,Female,737.0,Self-Employed
31.0,68572.36,8625.51,Yes,High School,Male,693.0,Employed
48.0,109017.14,12820.31,No,Bachelors,Female,659.0,Employed
48.0,53622.25,12909.04,No,Masters,Male,779.0,Self-Employed
,61146.99,12391.37,Yes,Bachelors,Female,641.0,Employed
29.0,94214.38,16096.02,No,High School,Male,742.0,Employed
43.0,41476.08,17169.69,Yes,Bachelors,Male,678.0,Employed
44.0,56014.67,15071.29,No,Masters,Male,733.0,Self-Employed
33.0,,19504.54,Yes,Masters,Male,,Employed
30.0,49624.39,16951.73,Yes,Bachelors,Male,802.0,Employed
54.0,80436.35,12529.71,Yes,Masters,Female,790.0,Employed
40.0,73408.09,14459.86,Yes,PhD,Male,711.0,Self-Employed
44.0,39727.09,14595.52,Yes,High School,Male,778.0,Employed
30.0,89355.38,13083.77,No,Bachelors,Female,627.0,Unemployed
,44751.34,,Yes,Bachelors,Male,713.0,Employed
32.0,85425.58,4342.77,No,Masters,Male,706.0,Employed
37.0,72569.51,,No,Bachelors,Male,618.0,Employed
27.0,60899.75,16546.53,Yes,Bachelors,Male,698.0,Employed
38.0,47891.95,17995.26,Yes,Bachelors,Female,778.0,Self-Employed
21.0,76585.39,20541.68,Yes,Masters,Male,729.0,Employed
27.0,52549.5,14296.62,Yes,Masters,Male,747.0,Employed
45.0,94159.07,19158.83,Yes,Masters,Male,665.0,Employed
44.0,94889.01,18052.8,No,Bachelors,Male,675.0,Self-Employed
34.0,102840.68,16321.21,Yes,Bachelors,Female,714.0,Self-Employed
28.0,75617.95,8043.08,Yes,High School,Male,737.0,Employed
28.0,61913.8,20452.36,No,PhD,Female,750.0,Employed
34.0,64061.95,15481.67,No,Bachelors,Female,722.0,Employed
44.0,62598.25,13739.79,Yes,Masters,Female,692.0,Unemployed
47.0,74960.11,9215.1,No,PhD,Male,694.0,Employed
33.0,78732.15,2779.22,No,Masters,Male,686.0,Employed
26.0,94631.29,24511.41,Yes,PhD,Male,683.0,Self-Employed
41.0,70402.47,16534.28,No,High School,Male,677.0,Employed
30.0,41935.45,9465.04,Yes,PhD,Female,747.0,Employed
33.0,61851.58,8696.62,Yes,Masters,Female,723.0,Employed
51.0,101117.04,13606.68,No,Bachelors,Male,747.0,Employed
46.0,38868.43,19040.17,Yes,Bachelors,Male,705.0,Employed
40.0,84783.0,18155.86,No,Bachelors,Female,716.0,Employed
25.0,62188.54,18409.81,No,High School,Male,628.0,Employed
40.0,52330.71,10563.07,Yes,Masters,Female,758.0,Employed
49.0,77912.22,14105.79,Yes,Masters,Female,739.0,Self-Employed
34.0,101219.06,15635.43,Yes,Bachelors,Female,726.0,Employed
52.0,76808.88,14716.4,Yes,High School,Female,766.0,Employed
51.0,64749.12,17729.3,Yes,Masters,Female,805.0,Employed
55.0,44079.02,22868.49,No,High School,Male,681.0,Employed
41.0,68023.02,16051.86,Yes,Bachelors,Female,791.0,Employed
44.0,43357.0,12075.54,Yes,Bachelors,Female,783.0,Employed
52.0,63801.52,7735.99,Yes,Bachelors,Male,699.0,Employed
42.0,68738.85,15879.25,Yes,Bachelors,Female,665.0,Employed
33.0,22789.17,11701.58,Yes,Bachelors,Male,734.0,Employed
34.0,97766.44,17143.04,No,PhD,Female,777.0,Unemployed
40.0,45229.57,16823.21,Yes,Bachelors,Female,657.0,Employed
,,22817.59,No,Bachelors,Male,658.0,Employed
,,16069.13,No,Bachelors,Female,749.0,Employed
49.0,96170.99,17277.96,No,Masters,Female,727.0,Self-Employed
16.0,54156.94,11723.67,Yes,Masters,Female,763.0,Employed
53.0,19816.29,7839.15,No,High School,Female,735.0,Unemployed
49.0,91573.27,20372.34,Yes,Bachelors,Female,738.0,Self-Employed
33.0,45010.1,21032.59,Yes,Masters,Female,728.0,Employed
43.0,77188.86,13346.18,No,Masters,Male,722.0,Employed
38.0,78431.79,5330.31,No,Bachelors,Male,753.0,Employed
50.0,4959.41,21804.33,Yes,Bachelors,Male,652.0,Employed
48.0,37703.26,20941.01,Yes,Masters,Male,718.0,Self-Employed
24.0,60783.78,,No,Bachelors,Male,698.0,Unemployed
44.0,18317.44,20344.1,Yes,Bachelors,Female,695.0,Employed
36.0,43238.97,14794.86,Yes,High School,Female,751.0,Employed
39.0,72457.57,16085.22,No,Bachelors,Male,761.0,Employed
31.0,68230.33,6869.78,Yes,High School,Female,759.0,Employed
55.0,76053.09,21110.14,Yes,Masters,Female,761.0,Employed
48.0,78984.42,6234.83,Yes,Bachelors,Male,734.0,Employed
31.0,36363.41,23607.27,No,Masters,Male,649.0,Self-Employed
25.0,44303.03,24114.36,Yes,High School,Male,708.0,Unemployed
34.0,85227.32,2227.27,Yes,Masters,Female,742.0,Self-Employed
42.0,100486.6,22784.8,Yes,Masters,Male,727.0,Self-Employed
40.0,50651.84,13806.19,Yes,Bachelors,Female,765.0,Employed
51.0,75178.11,17111.24,Yes,Bachelors,Female,735.0,Employed
46.0,86141.66,7947.37,Yes,Bachelors,Female,,Employed
48.0,74751.11,13387.07,Yes,Bachelors,Male,680.0,Employed
41.0,65024.67,9094.54,Yes,Bachelors,Male,703.0,Employed
24.0,57187.0,,Yes,Bachelors,Male,771.0,Employed
36.0,109705.38,21111.17,No,Bachelors,Female,705.0,Employed
49.0,71924.18,19995.75,Yes,Bachelors,Female,760.0,Employed
37.0,77778.84,19102.39,Yes,Masters,Female,632.0,Self-Employed
43.0,76486.4,12304.48,No,Masters,Female,679.0,Self-Employed
35.0,53751.63,11548.31,Yes,High School,Male,639.0,Self-Employed
28.0,71016.42,6753.17,Yes,Bachelors,Male,606.0,Unemployed
37.0,63555.15,18390.0,Yes,Masters,Female,629.0,Employed
41.0,63197.05,24683.18,Yes,High School,Female,712.0,Employed
31.0,76339.18,22278.91,Yes,Bachelors,Male,793.0,Self-Employed
36.0,51687.14,15153.43,Yes,High School,Female,640.0,Employed
29.0,45904.23,17466.7,No,Masters,Female,721.0,Employed
49.0,80054.5,16237.15,No,Bachelors,Male,709.0,Unemployed
35.0,59367.79,19547.28,Yes,Masters,Male,722.0,Employed
53.0,63099.69,23710.5,Yes,Bachelors,Male,709.0,Employed
53.0,31424.07,12152.06,Yes,Masters,Female,686.0,Unemployed
37.0,89261.66,12337.99,Yes,Masters,Female,608.0,Employed
28.0,80480.32,13564.33,Yes,High School,Female,748.0,Employed
17.0,84161.38,14835.75,Yes,Bachelors,Female,771.0,Employed
23.0,77746.51,18641.63,Yes,High School,Female,718.0,Self-Employed
24.0,39680.86,14663.96,Yes,Masters,Female,723.0,Unemployed
52.0,74579.98,10732.9,Yes,Masters,Male,652.0,Self-Employed
39.0,57817.33,10798.92,Yes,Masters,Female,695.0,Employed
42.0,,9123.84,No,Masters,Male,746.0,Employed
16.0,80000.96,14464.85,Yes,Bachelors,Female,669.0,Unemployed
26.0,103170.18,20169.0,Yes,Bachelors,Female,714.0,Employed
47.0,99866.79,17101.69,Yes,Masters,Male,827.0,Employed
41.0,82442.9,17816.93,Yes,Masters,Female,731.0,Employed
37.0,69395.44,9578.96,No,Bachelors,Male,664.0,Employed
44.0,65689.15,9136.03,No,Masters,Female,859.0,Self-Employed
54.0,51909.93,15891.87,No,Masters,Male,739.0,Employed
36.0,64605.34,21231.62,Yes,Masters,Female,679.0,Self-Employed
39.0,88170.48,19224.19,Yes,High School,Male,715.0,Employed
40.0,106462.78,11632.17,No,Masters,Male,635.0,Employed
62.0,53670.37,26456.13,No,Masters,Female,679.0,Employed
17.0,30099.73,4851.39,No,High School,Male,764.0,Unemployed
45.0,59382.52,15145.07,Yes,High School,Male,658.0,Employed
37.0,88079.08,15513.63,Yes,Bachelors,Male,649.0,Employed
44.0,111445.55,13954.31,Yes,Masters,Male,767.0,Unemployed
31.0,96200.82,17628.32,Yes,PhD,Male,830.0,Self-Employed
38.0,95705.7,13988.63,Yes,Masters,Female,748.0,Employed
45.0,53008.79,7523.13,Yes,Masters,Female,808.0,Employed
69.0,53572.21,14557.25,Yes,PhD,Male,663.0,Employed
46.0,43523.81,15822.95,No,Masters,Female,743.0,Employed
30.0,56690.41,19557.8,Yes,Bachelors,Male,776.0,Employed
34.0,88281.96,22087.78,Yes,Bachelors,Female,695.0,Employed
33.0,,10722.56,Yes,Masters,Female,672.0,Employed
20.0,76910.35,23360.98,No,High School,Male,715.0,Unemployed
35.0,64897.58,12859.45,Yes,Bachelors,Male,738.0,Employed
45.0,48665.5,12447.5,Yes,Bachelors,Female,709.0,Self-Employed
25.0,67749.7,12945.09,Yes,Masters,Male,730.0,Employed
48.0,74062.53,5243.59,No,PhD,Female,657.0,Employed
43.0,,12887.43,No,High School,Female,735.0,Unemployed
31.0,88429.46,21555.03,Yes,Bachelors,Male,758.0,Self-Employed
37.0,61521.72,17386.77,Yes,High School,Male,734.0,Employed
54.0,87228.32,16137.81,Yes,Bachelors,Male,681.0,Unemployed
45.0,69781.6,16753.5,Yes,High School,Male,639.0,Employed
38.0,75944.33,21307.24,Yes,Bachelors,Male,725.0,Self-Employed
36.0,55961.02,10610.05,Yes,High School,Female,691.0,Employed
39.0,63107.69,19519.39,Yes,PhD,Male,801.0,Self-Employed
33.0,82840.84,15332.61,No,Masters,Female,791.0,Employed
17.0,67370.04,11080.68,Yes,High School,Male,627.0,Employed
58.0,47900.52,17318.24,Yes,Bachelors,Female,707.0,Self-Employed
40.0,72231.48,15419.12,Yes,High School,Female,682.0,Self-Employed
42.0,77713.5,10966.35,Yes,Bachelors,Female,661.0,Employed
37.0,97457.77,9652.32,Yes,Masters,Female,712.0,Self-Employed
31.0,93051.07,12825.54,Yes,Bachelors,Female,680.0,Unemployed
36.0,68707.29,12444.95,No,High School,Male,674.0,Employed
22.0,59053.3,21104.81,Yes,Masters,Male,669.0,Employed
61.0,65433.97,13928.75,Yes,Masters,Female,786.0,Employed
26.0,59525.33,13134.55,No,PhD,Male,710.0,Employed
28.0,80123.22,20644.03,Yes,Bachelors,Female,717.0,Employed
34.0,90833.3,21748.31,No,Bachelors,Male,783.0,Employed
51.0,94796.69,10842.64,Yes,High School,Male,704.0,Self-Employed
38.0,61755.87,8781.14,No,Bachelors,Male,736.0,Employed
26.0,59759.47,17576.13,No,Bachelors,Female,684.0,Employed
51.0,61592.11,13963.08,Yes,PhD,Male,695.0,Employed
45.0,31359.26,12273.91,No,Masters,Female,726.0,Self-Employed
43.0,45943.75,20191.53,Yes,Bachelors,Female,730.0,Employed
45.0,69308.94,13697.08,Yes,High School,Male,757.0,Employed
62.0,,24590.99,No,Masters,Female,774.0,Employed
60.0,79823.46,15238.43,No,PhD,Male,717.0,Employed
31.0,54390.11,15820.64,Yes,Masters,Male,774.0,Employed
54.0,60177.8,26198.82,Yes,High School,Male,679.0,Employed
42.0,64609.92,16548.24,No,Bachelors,Male,755.0,Employed
43.0,62377.48,11468.76,Yes,Masters,Male,683.0,Unemployed
21.0,83760.35,9897.66,Yes,Bachelors,Male,685.0,Employed
36.0,43836.52,12690.37,Yes,Masters,Male,772.0,Employed
30.0,47014.09,16180.09,Yes,Bachelors,Male,608.0,Employed
46.0,64031.29,19555.03,Yes,Bachelors,Male,753.0,Self-Employed
49.0,42687.93,7479.44,Yes,High School,Male,730.0,Self-Employed
17.0,31990.59,15015.8,Yes,Masters,Male,728.0,Employed
38.0,40130.46,21393.74,No,Bachelors,Female,801.0,Unemployed
49.0,65145.71,16310.91,Yes,Bachelors,Male,666.0,Employed
36.0,82610.62,21779.35,Yes,High School,Female,661.0,Employed
45.0,83027.33,7460.2,Yes,Bachelors,Male,775.0,Employed
42.0,101758.31,13867.12,Yes,Masters,Female,709.0,Self-Employed
41.0,72033.3,15602.34,Yes,Masters,Male,781.0,Employed
35.0,74724.01,17765.85,Yes,Bachelors,Male,753.0,Unemployed
26.0,64991.86,10743.06,Yes,Masters,Male,737.0,Employed
27.0,65963.47,17079.81,No,Bachelors,Female,710.0,Self-Employed
45.0,111610.91,17469.68,Yes,Masters,Male,707.0,Employed
38.0,75227.03,14632.47,Yes,High School,Female,819.0,Unemployed
37.0,76965.49,17349.7,No,Bachelors,Female,689.0,Employed
34.0,47097.71,16581.57,Yes,Masters,Female,772.0,Employed
35.0,78208.45,11708.12,Yes,Bachelors,Female,674.0,Employed
48.0,83166.64,14209.39,Yes,Bachelors,Female,675.0,Employed
35.0,92206.2,8755.1,Yes,Bachelors,Female,729.0,Employed
25.0,82601.69,7520.51,No,PhD,Female,712.0,Unemployed
45.0,,16271.66,Yes,Masters,Female,768.0,Employed
36.0,66611.53,5529.96,Yes,Bachelors,Female,706.0,Employed
38.0,68558.39,13790.81,Yes,Bachelors,Male,694.0,Employed
54.0,72143.74,17067.01,Yes,Masters,Male,656.0,Self-Employed
38.0,95353.01,15082.2,Yes,Masters,Male,837.0,Unemployed
41.0,91452.79,25927.16,Yes,High School,Female,646.0,Employed
26.0,85058.22,17133.8,No,Masters,Male,876.0,Self-Employed
36.0,110584.2,13657.0,No,Masters,Female,754.0,Employed
44.0,16875.23,,Yes,Masters,Female,743.0,Employed
22.0,60798.83,8439.19,No,Bachelors,Male,645.0,Employed
40.0,69774.55,20001.01,Yes,Masters,Male,747.0,Unemployed
39.0,56555.41,12475.11,No,Masters,Female,642.0,Employed
38.0,51404.99,20532.75,Yes,Bachelors,Female,712.0,Employed
48.0,,17001.73,Yes,High School,Female,775.0,Self-Employed
41.0,63773.43,18128.17,No,Bachelors,Male,648.0,Employed
53.0,87880.54,12230.7,Yes,Masters,Male,753.0,Employed
28.0,85478.73,9276.3,Yes,Masters,Female,702.0,Employed
39.0,54957.4,9187.51,Yes,Bachelors,Male,748.0,Self-Employed
39.0,74404.9,6421.38,Yes,Bachelors,Female,653.0,Employed
27.0,97152.0,13082.76,No,Bachelors,Female,786.0,Employed
48.0,39598.66,12062.93,Yes,Bachelors,Female,755.0,Employed
61.0,66823.28,20059.06,No,Bachelors,Female,678.0,Unemployed
38.0,75729.93,9832.03,No,High School,Male,681.0,Self-Employed
43.0,70200.31,25969.74,No,Bachelors,Male,784.0,Employed
39.0,87012.67,9992.16,Yes,Bachelors,Female,699.0,Employed
31.0,40043.48,10462.59,No,Masters,Female,678.0,Unemployed
20.0,49883.63,7599.99,No,Masters,Male,746.0,Self-Employed
31.0,83640.83,15048.47,Yes,Masters,Male,752.0,Employed
24.0,35955.52,13390.45,No,Masters,Male,692.0,Unemployed
55.0,86235.36,14460.61,Yes,High School,Female,792.0,Employed
37.0,78996.36,17034.37,Yes,Bachelors,Female,720.0,Self-Employed
35.0,84838.39,19913.27,Yes,Bachelors,Female,766.0,Employed
47.0,60614.21,9150.86,Yes,Masters,Male,765.0,Employed
27.0,80196.77,15098.02,No,Bachelors,Female,654.0,Employed
30.0,46554.25,19276.67,Yes,High School,Female,778.0,Employed
39.0,61709.9,9529.36,Yes,High School,Female,771.0,Employed
48.0,70726.78,28821.68,Yes,Bachelors,Female,737.0,Employed
43.0,52025.01,26706.24,Yes,Masters,Female,599.0,Self-Employed
40.0,74362.14,14624.31,Yes,High School,Female,732.0,Self-Employed
39.0,47115.86,9466.71,Yes,Masters,Female,675.0,Employed
42.0,75373.02,,Yes,Masters,Female,652.0,Employed
40.0,104837.01,16168.68,Yes,Masters,Male,712.0,Employed
28.0,44866.69,18198.61,No,Masters,Male,,Self-Employed
38.0,69548.8,5788.98,Yes,Bachelors,Female,715.0,Employed
27.0,37640.78,10270.04,Yes,Masters,Female,775.0,Self-Employed
39.0,53340.92,15709.01,No,Bachelors,Male,747.0,Employed
33.0,84038.98,7977.95,Yes,Masters,Female,779.0,Employed
63.0,61387.43,13514.65,Yes,High School,Male,704.0,Self-Employed
38.0,84848.2,17155.99,No,Bachelors,Male,743.0,Unemployed
24.0,77117.67,14189.91,No,High School,Male,666.0,Employed
37.0,68709.63,11328.72,Yes,Masters,Male,623.0,Self-Employed
43.0,49411.75,15435.06,Yes,High School,Male,664.0,Employed
55.0,83709.76,17534.43,Yes,High School,Female,683.0,Employed
32.0,76082.67,10395.79,Yes,Masters,Male,681.0,Employed
22.0,39439.19,16721.76,Yes,High School,Female,781.0,Unemployed
46.0,50709.49,16622.66,Yes,Bachelors,Male,712.0,Self-Employed
24.0,14619.42,17595.9,Yes,Masters,Male,827.0,Employed
34.0,42687.46,16314.38,Yes,Masters,Female,,Employed
35.0,63732.47,15650.35,Yes,Bachelors,Male,670.0,Employed
37.0,48882.89,14220.17,Yes,High School,Female,771.0,Employed
45.0,53366.67,13504.47,No,Masters,Female,772.0,Unemployed
31.0,97811.4,18614.97,Yes,Bachelors,Female,702.0,Unemployed
35.0,90576.27,,No,Masters,Male,721.0,Employed
,56106.64,17675.44,No,High School,Male,687.0,Employed
39.0,85870.75,17597.12,Yes,High School,Female,839.0,Employed
39.0,94297.46,10301.16,Yes,Masters,Male,801.0,Employed
42.0,82370.97,13406.75,Yes,Bachelors,Male,705.0,Employed
46.0,75978.55,14735.82,Yes,Bachelors,Male,798.0,Employed
42.0,91966.46,15450.56,Yes,High School,Male,698.0,Employed
43.0,85390.36,17146.32,Yes,PhD,Male,768.0,Employed
22.0,45738.11,15893.51,Yes,High School,Male,733.0,Employed
39.0,66221.35,15209.79,Yes,High School,Female,716.0,Employed
43.0,58958.62,12823.82,No,Bachelors,Female,669.0,Employed
45.0,93049.47,20284.64,Yes,Bachelors,Male,691.0,Unemployed
31.0,58391.56,16737.54,Yes,Masters,Female,750.0,Employed
31.0,54956.3,,Yes,Masters,Male,723.0,Employed
32.0,90533.64,13051.87,No,Bachelors,Female,703.0,Unemployed
43.0,75193.42,16399.2,No,Masters,Female,793.0,Employed
48.0,112235.65,15148.0,No,Bachelors,Male,726.0,Employed
34.0,52755.17,7380.65,No,Bachelors,Male,720.0,Employed
47.0,59623.28,10047.22,Yes,PhD,Male,693.0,Employed
39.0,,21522.88,Yes,PhD,Male,735.0,Self-Employed
37.0,44417.99,16852.25,Yes,High School,Female,750.0,Employed
36.0,96393.85,11801.41,Yes,Bachelors,Male,727.0,Unemployed
45.0,45850.89,13135.58,No,Bachelors,Male,749.0,Self-Employed
41.0,82204.47,10690.16,Yes,Bachelors,Male,687.0,Employed
61.0,33138.98,12376.76,Yes,High School,Female,666.0,Self-Employed
29.0,70902.6,20122.5,Yes,Bachelors,Male,707.0,Employed
43.0,42609.39,14094.73,Yes,High School,Female,741.0,Employed
33.0,108525.5,19165.98,Yes,Masters,Male,772.0,Employed
29.0,48567.39,23138.34,Yes,Bachelors,Female,832.0,Employed
38.0,53422.86,13024.26,Yes,Masters,Female,752.0,Self-Employed
39.0,80708.52,8524.47,Yes,PhD,Male,619.0,Self-Employed
67.0,,17164.64,Yes,Bachelors,Female,779.0,Employed
36.0,83999.07,10898.46,Yes,Bachelors,Female,741.0,Employed
27.0,55782.2,15003.03,Yes,Masters,Male,685.0,Self-Employed
41.0,54240.98,15842.61,Yes,PhD,Female,761.0,Employed
17.0,69448.83,24285.98,No,High School,Female,741.0,Employed
37.0,45661.39,16614.52,No,Masters,Female,696.0,Unemployed
38.0,77927.33,12714.49,Yes,PhD,Male,726.0,Employed
46.0,87545.97,18129.21,Yes,Bachelors,Female,675.0,Unemployed
48.0,81059.93,19075.78,Yes,High School,Female,710.0,Employed
33.0,,21024.23,No,High School,Female,655.0,Employed
36.0,31502.9,10385.55,Yes,Bachelors,Female,,Employed
30.0,60767.05,21454.59,Yes,High School,Female,739.0,Employed
27.0,65458.7,26430.84,Yes,Bachelors,Female,777.0,Employed
41.0,99089.05,21343.03,No,PhD,Female,770.0,Employed
25.0,58373.85,22252.59,No,Masters,Male,687.0,Self-Employed
34.0,23965.31,12826.33,No,Masters,Female,739.0,Employed
28.0,49920.61,23447.12,No,Masters,Female,741.0,Employed
43.0,56776.14,12619.6,Yes,Masters,Female,680.0,Employed
56.0,26870.36,14806.16,Yes,Bachelors,Female,765.0,Employed
25.0,89374.05,12677.37,Yes,Bachelors,Male,704.0,Employed
19.0,38608.4,12094.1,Yes,Masters,Male,688.0,Employed
37.0,78920.43,14973.8,Yes,Masters,Male,712.0,Employed
38.0,48152.07,9231.22,No,Masters,Female,636.0,Employed
40.0,100139.69,11564.25,No,High School,Female,631.0,Employed
34.0,64476.93,10136.88,Yes,Bachelors,Female,749.0,Self-Employed
36.0,60417.77,22670.96,No,High School,Male,687.0,Employed
42.0,80565.09,23100.2,Yes,Bachelors,Female,659.0,Employed
48.0,49853.99,27726.82,Yes,Bachelors,Female,639.0,Self-Employed
18.0,81510.93,14665.42,Yes,Masters,Female,656.0,Employed
34.0,60366.63,15147.16,Yes,Bachelors,Female,682.0,Employed
40.0,58107.96,18857.3,Yes,High School,Male,620.0,Employed
29.0,68248.63,8618.06,No,Bachelors,Female,753.0,Employed
55.0,48206.59,10107.87,Yes,Masters,Female,741.0,Employed
32.0,66182.17,7014.17,Yes,Bachelors,Female,680.0,Employed
38.0,76789.7,19183.95,No,Bachelors,Male,,Employed
44.0,23825.17,10694.4,Yes,High School,Male,684.0,Employed
32.0,91826.15,20008.23,No,Bachelors,Female,718.0,Employed
20.0,86319.56,12691.01,Yes,Masters,Female,787.0,Employed
34.0,32908.46,15018.69,No,Bachelors,Male,703.0,Unemployed
48.0,29791.35,14144.28,Yes,Masters,Male,760.0,Employed
35.0,86838.13,15951.65,Yes,Masters,Female,755.0,Employed
30.0,85290.38,12554.91,Yes,Bachelors,Female,696.0,Self-Employed
47.0,82460.7,20198.39,Yes,Bachelors,Female,706.0,Employed
35.0,41461.52,14161.86,No,Masters,Male,,Unemployed
33.0,106572.84,16819.94,Yes,Bachelors,Female,580.0,Employed
39.0,54899.98,15547.78,Yes,Masters,Male,681.0,Employed
46.0,74789.53,9932.04,No,Bachelors,Female,1100.0,Employed
62.0,75035.58,21746.2,Yes,Bachelors,Female,659.0,Employed
46.0,101858.62,11741.81,No,Masters,Male,751.0,Employed
,72503.35,19043.74,Yes,Masters,Male,698.0,Employed
33.0,,18644.87,Yes,High School,Male,770.0,Employed
28.0,68457.48,7505.36,Yes,Masters,Female,666.0,Unemployed
39.0,46068.01,14101.38,Yes,Bachelors,Female,717.0,Employed
39.0,23626.79,17899.1,Yes,Bachelors,Male,660.0,Employed
27.0,70651.6,13552.37,Yes,Bachelors,Male,625.0,Employed
36.0,41752.74,14360.15,Yes,Bachelors,Male,707.0,Employed
42.0,77003.54,16085.23,Yes,Bachelors,Male,660.0,Self-Employed
42.0,72975.0,13120.23,Yes,High School,Female,717.0,Self-Employed
43.0,,16785.99,Yes,Bachelors,Male,741.0,Employed
41.0,48941.51,15212.91,No,Bachelors,Male,647.0,Employed
33.0,,14015.04,No,Masters,Male,762.0,Employed
33.0,79495.42,10147.37,Yes,Bachelors,Male,660.0,Employed
26.0,46366.0,17027.88,Yes,Masters,Female,684.0,Employed
56.0,111370.95,2954.8,Yes,Masters,Male,687.0,Employed
38.0,65784.17,16311.47,Yes,Bachelors,Male,731.0,Unemployed
36.0,43314.27,15074.28,Yes,Bachelors,Male,748.0,Employed
29.0,54832.96,10934.76,Yes,High School,Female,746.0,Employed
67.0,39822.18,8052.6,No,Masters,Female,685.0,Employed
27.0,97188.54,17091.3,Yes,High School,Male,747.0,Employed
34.0,91608.97,13764.48,Yes,Bachelors,Female,763.0,Unemployed
42.0,84789.59,15693.16,No,Masters,Female,690.0,Employed
44.0,81022.84,5812.78,Yes,Masters,Female,642.0,Employed
48.0,94966.84,17382.91,Yes,Masters,Male,703.0,Self-Employed
56.0,65160.12,19698.31,Yes,Masters,Female,777.0,Unemployed
43.0,78453.24,14236.67,No,Bachelors,Female,807.0,Employed
27.0,53762.17,10515.46,Yes,Masters,Female,613.0,Employed
35.0,66931.03,17170.67,Yes,Masters,Female,733.0,Employed
41.0,79001.54,13578.99,Yes,Masters,Male,738.0,Unemployed
59.0,8377.14,19316.75,Yes,High School,Male,793.0,Unemployed
24.0,57605.78,15103.69,Yes,High School,Male,728.0,Unemployed
50.0,73299.74,,Yes,Masters,Male,729.0,Employed
40.0,68449.68,3254.53,No,Masters,Female,702.0,Self-Employed
46.0,60952.07,11447.84,Yes,Bachelors,Male,672.0,Self-Employed
,81783.04,17264.5,No,PhD,Male,692.0,Employed
30.0,55845.75,12538.36,Yes,High School,Female,740.0,Self-Employed
46.0,45561.85,17460.66,No,High School,Male,661.0,Employed
45.0,93675.32,11689.62,Yes,Masters,Female,780.0,Employed
48.0,90852.97,25313.11,Yes,Bachelors,Male,,Employed
38.0,58017.02,14060.08,No,Bachelors,Male,642.0,Employed
32.0,68626.11,16346.05,Yes,Bachelors,Female,733.0,Employed
22.0,86919.79,10207.24,Yes,Masters,Male,692.0,Employed
46.0,70880.69,12909.0,Yes,High School,Female,803.0,Employed
42.0,80604.15,17469.38,No,Masters,Female,641.0,Self-Employed
28.0,79511.34,14769.01,No,Masters,Male,714.0,Self-Employed
33.0,63616.6,1091.91,Yes,Masters,Female,678.0,Employed
33.0,80318.48,17495.52,No,Bachelors,Female,755.0,Employed
23.0,50701.13,18045.74,No,Bachelors,Male,767.0,Unemployed
30.0,77885.49,18654.17,No,Masters,Male,651.0,Employed
27.0,68518.05,20496.97,Yes,Bachelors,Female,729.0,Employed
34.0,62785.59,15903.77,Yes,Masters,Female,806.0,Employed
31.0,45065.28,26977.92,Yes,High School,Male,764.0,Employed
22.0,72633.19,16167.98,Yes,High School,Male,798.0,Employed
58.0,70770.61,3487.47,Yes,High School,Male,738.0,Unemployed
51.0,53207.27,16118.38,Yes,High School,Male,652.0,Unemployed
30.0,38062.56,20604.19,Yes,Bachelors,Male,639.0,Employed
41.0,37110.5,8111.19,Yes,Bachelors,Female,692.0,Employed
42.0,64918.54,13647.49,Yes,High School,Female,685.0,Employed
50.0,76129.95,21064.23,Yes,Masters,Female,806.0,Employed
30.0,106999.43,12176.79,Yes,Bachelors,Male,820.0,Employed
49.0,69096.9,13812.12,Yes,Bachelors,Male,754.0,Employed
33.0,37492.28,,No,Bachelors,Female,751.0,Self-Employed
25.0,65861.64,8589.74,No,Bachelors,Female,676.0,Employed
45.0,95027.3,14941.21,Yes,Bachelors,Male,746.0,Employed
51.0,,10141.3,No,Bachelors,Male,649.0,Employed
64.0,92372.07,13659.21,Yes,Masters,Male,664.0,Employed
26.0,73514.49,16183.96,No,High School,Male,795.0,Employed
45.0,82937.63,20301.57,No,Bachelors,Female,735.0,Employed
34.0,107177.12,,Yes,Masters,Female,756.0,Unemployed
46.0,33254.72,12174.25,Yes,PhD,Male,,Employed
23.0,87930.08,20986.09,Yes,High School,Male,697.0,Employed
25.0,68105.98,18076.82,No,PhD,Female,,Self-Employed
30.0,51016.39,5291.75,Yes,High School,Female,774.0,Employed
39.0,67987.31,19189.83,Yes,PhD,Male,767.0,Employed
32.0,103819.42,15324.58,Yes,PhD,Female,764.0,Unemployed
45.0,96698.92,14835.62,Yes,Masters,Female,726.0,Employed
48.0,29985.71,20952.15,Yes,High School,Female,791.0,Employed
44.0,54603.21,13978.45,Yes,Masters,Male,680.0,Self-Employed
54.0,88857.88,19470.75,No,Masters,Female,706.0,Employed
42.0,69565.12,21386.95,No,PhD,Female,807.0,Employed
26.0,69639.73,15311.08,Yes,Masters,Female,725.0,Employed
52.0,38633.47,17236.82,No,Bachelors,Female,784.0,Employed
32.0,55090.46,18470.03,No,High School,Female,697.0,Self-Employed
47.0,42835.89,17312.4,No,High School,Female,726.0,Employed
54.0,36933.65,19446.71,Yes,Masters,Female,773.0,Self-Employed
43.0,44845.24,9778.01,Yes,High School,Female,787.0,Employed
23.0,51438.04,11792.94,No,High School,Male,716.0,Employed
29.0,54777.73,8702.1,Yes,Bachelors,Male,651.0,Self-Employed
51.0,53157.41,23430.14,No,Bachelors,Female,674.0,Employed
36.0,90409.12,6621.27,No,Bachelors,Female,701.0,Employed
39.0,51857.12,21603.57,No,Bachelors,Female,744.0,Employed
46.0,98523.69,17361.31,Yes,Masters,Male,682.0,Employed
45.0,60320.48,10618.96,Yes,Masters,Male,743.0,Self-Employed
41.0,78783.97,8643.19,Yes,Bachelors,Male,735.0,Self-Employed
36.0,,14809.95,No,Masters,Female,697.0,Self-Employed
35.0,52043.13,13877.83,No,PhD,Male,626.0,Employed
47.0,63438.19,16977.48,Yes,Masters,Female,745.0,Employed
44.0,59941.12,4002.7,No,Bachelors,Female,,Self-Employed
35.0,77448.81,14057.19,Yes,High School,Male,762.0,Employed
49.0,67423.11,10617.19,Yes,PhD,Male,828.0,Employed
37.0,55032.03,21382.59,Yes,Masters,Female,721.0,Employed
29.0,72381.17,17046.53,No,Bachelors,Female,694.0,Employed
30.0,76792.32,12462.46,Yes,Masters,Male,796.0,Employed
28.0,,22106.47,Yes,Masters,Female,706.0,Self-Employed
35.0,71362.53,12821.54,Yes,High School,Female,733.0,Employed
,70200.17,,Yes,Bachelors,Female,753.0,Employed
30.0,78567.97,16352.89,Yes,Masters,Male,680.0,Self-Employed
40.0,51011.95,19546.24,No,High School,Male,796.0,Employed
31.0,35489.81,15059.44,No,Bachelors,Male,777.0,Unemployed
35.0,63757.96,22101.96,No,Masters,Male,832.0,Self-Employed
23.0,91441.98,12990.99,No,Bachelors,Male,749.0,Employed
36.0,94671.03,10095.41,Yes,Masters,Male,703.0,Employed
36.0,32412.31,22962.8,Yes,Masters,Female,659.0,Employed
43.0,83321.59,13432.89,No,High School,Male,726.0,Employed
40.0,26304.04,17966.29,Yes,PhD,Female,725.0,Self-Employed
26.0,79183.61,18841.48,Yes,Bachelors,Male,783.0,Employed
49.0,77987.19,25413.56,Yes,Masters,Female,711.0,Self-Employed
40.0,35520.4,13514.47,Yes,Bachelors,Female,684.0,Self-Employed
40.0,90000.92,17638.35,Yes,High School,Female,630.0,Employed
38.0,104876.72,11085.06,Yes,Masters,Female,715.0,Employed
33.0,68750.39,12593.86,No,Bachelors,Male,684.0,Employed
40.0,72820.0,11211.05,Yes,Masters,Male,700.0,Employed
43.0,99582.32,19234.75,Yes,Bachelors,Male,710.0,Self-Employed
21.0,47473.36,19599.05,Yes,Masters,Female,725.0,Employed
33.0,47978.45,16844.3,Yes,Bachelors,Female,674.0,Employed
35.0,53212.33,11121.28,Yes,Bachelors,Female,686.0,Employed
41.0,70741.64,11745.32,No,Bachelors,Female,793.0,Employed
50.0,70688.32,11490.73,No,PhD,Female,707.0,Self-Employed
,58934.19,16784.59,Yes,Masters,Male,,Employed
,63990.39,7094.91,Yes,Bachelors,Male,701.0,Employed
33.0,59208.64,13016.6,No,PhD,Male,707.0,Employed
30.0,60164.0,,Yes,Bachelors,Male,771.0,Employed
35.0,54629.57,17531.85,Yes,Bachelors,Male,693.0,Employed
46.0,54791.21,10044.45,Yes,PhD,Male,764.0,Employed
27.0,29981.12,24790.62,Yes,Bachelors,Male,750.0,Employed
42.0,65526.5,20226.81,Yes,Masters,Female,701.0,Employed
21.0,30888.41,14554.63,No,Bachelors,Female,663.0,Employed
32.0,85011.18,17067.29,Yes,Bachelors,Female,759.0,Employed
35.0,58801.64,17341.95,Yes,Bachelors,Female,689.0,Employed
55.0,67611.81,10198.8,Yes,Bachelors,Female,705.0,Employed
35.0,62535.81,21190.84,Yes,PhD,Female,693.0,Employed
16.0,65117.72,14521.5,Yes,Bachelors,Male,634.0,Self-Employed
18.0,95267.5,11160.42,No,Bachelors,Female,721.0,Employed
38.0,42970.07,17707.93,No,Bachelors,Female,615.0,Self-Employed
44.0,37533.66,9385.87,Yes,Masters,Male,751.0,Self-Employed
42.0,72387.45,18279.17,Yes,Masters,Male,752.0,Unemployed
40.0,60082.41,16715.09,Yes,Bachelors,Male,714.0,Employed
50.0,77192.48,11749.93,Yes,High School,Male,658.0,Self-Employed
33.0,84331.54,19782.45,Yes,Masters,Female,747.0,Self-Employed
47.0,47873.13,18526.53,No,Bachelors,Male,535.0,Employed
22.0,,13390.7,Yes,Bachelors,Female,719.0,Employed
29.0,49561.13,17695.29,No,Masters,Male,785.0,Employed
20.0,71491.5,8339.1,No,Masters,Male,,Employed
35.0,45261.73,17457.51,Yes,High School,Male,688.0,Employed
38.0,72642.88,7705.02,Yes,Masters,Male,660.0,Employed
39.0,69582.45,15641.97,Yes,Masters,Male,844.0,Employed
39.0,47941.41,18446.28,No,Masters,Female,699.0,Employed
29.0,,16692.1,Yes,Bachelors,Female,710.0,Self-Employed
36.0,85012.77,22766.88,Yes,Masters,Female,694.0,Self-Employed
23.0,60939.99,11033.0,Yes,Bachelors,Male,672.0,Employed
52.0,90240.62,17043.66,Yes,PhD,Female,595.0,Self-Employed
35.0,59132.13,4338.03,Yes,Bachelors,Female,690.0,Employed
33.0,96043.59,12439.1,Yes,Masters,Female,715.0,Employed
54.0,51032.21,13486.74,Yes,High School,Male,668.0,Employed
26.0,99454.93,22836.81,Yes,Masters,Male,590.0,Employed
27.0,73487.44,14881.94,Yes,Bachelors,Male,732.0,Employed
,77995.93,19565.52,Yes,PhD,Male,718.0,Self-Employed
37.0,49919.51,10477.98,Yes,Bachelors,Male,794.0,Self-Employed
42.0,84584.3,13335.42,No,Bachelors,Male,713.0,Employed
45.0,85278.56,10816.37,Yes,Bachelors,Male,623.0,Employed
64.0,63511.3,10030.89,Yes,Bachelors,Female,784.0,Employed
16.0,27320.09,10373.8,No,High School,Female,786.0,Employed
44.0,47733.43,11930.32,No,Masters,Male,651.0,Employed
32.0,47730.39,25213.69,Yes,Bachelors,Female,,Employed
32.0,78987.06,14707.55,Yes,Masters,Male,791.0,Unemployed
32.0,60699.35,8236.09,Yes,PhD,Female,802.0,Employed
29.0,61087.81,12378.57,Yes,Bachelors,Female,787.0,Employed
55.0,58673.75,20082.71,No,High School,Female,735.0,Unemployed
46.0,99385.81,11491.41,No,Masters,Male,717.0,Employed
38.0,70907.04,22438.1,Yes,Masters,Male,690.0,Self-Employed
52.0,73954.81,20148.17,Yes,PhD,Female,688.0,Employed
23.0,57612.21,14028.34,Yes,High School,Female,656.0,Employed
25.0,69407.23,11720.06,Yes,Bachelors,Male,743.0,Employed
16.0,50486.21,10246.05,Yes,High School,Female,711.0,Self-Employed
31.0,76874.49,15961.99,Yes,Masters,Male,699.0,Self-Employed
40.0,47068.93,17074.9,Yes,Bachelors,Male,713.0,Self-Employed
39.0,84884.4,21700.07,No,Bachelors,Female,775.0,Employed
39.0,55300.95,16784.0,Yes,High School,Female,755.0,Unemployed
24.0,88967.86,13238.11,Yes,Bachelors,Female,621.0,Unemployed
46.0,108145.89,21871.82,Yes,Bachelors,Female,842.0,Self-Employed
40.0,70022.02,19096.33,Yes,Masters,Female,776.0,Employed
45.0,96232.3,11561.7,Yes,Masters,Male,695.0,Employed
19.0,85028.98,14584.53,Yes,High School,Female,720.0,Employed
41.0,41344.36,,Yes,Bachelors,Female,714.0,Employed
26.0,72218.56,16524.46,Yes,Bachelors,Male,668.0,Employed
34.0,80023.97,9960.72,No,High School,Male,701.0,Employed
43.0,81954.31,15879.32,Yes,PhD,Male,670.0,Employed
39.0,73564.14,11621.8,No,PhD,Female,766.0,Employed
29.0,73306.23,15317.49,Yes,High School,Female,637.0,Unemployed
38.0,70101.75,8501.68,Yes,High School,Male,687.0,Employed
23.0,72663.52,10545.47,No,Bachelors,Female,671.0,Employed
50.0,45526.42,25493.2,Yes,Bachelors,Female,809.0,Employed
36.0,65275.78,12868.81,Yes,Masters,Male,760.0,Employed
49.0,40940.37,20567.28,Yes,Masters,Female,,Employed
33.0,60047.45,14370.67,Yes,Masters,Female,775.0,Employed
33.0,58183.89,8985.4,Yes,Bachelors,Male,722.0,Employed
30.0,56906.74,9600.13,Yes,High School,Male,712.0,Employed
,48959.84,11035.19,Yes,Masters,Female,714.0,Employed
31.0,75385.55,25728.67,No,Masters,Female,697.0,Employed
44.0,63638.59,13844.43,Yes,Bachelors,Male,755.0,Self-Employed
34.0,61591.47,15905.33,Yes,PhD,Female,768.0,Employed
18.0,41848.52,18408.93,Yes,Bachelors,Female,754.0,Self-Employed
32.0,64042.78,17522.96,Yes,Masters,Female,698.0,Employed
26.0,92910.66,19324.95,No,PhD,Male,692.0,Self-Employed
38.0,93216.13,12372.91,No,Masters,Male,832.0,Employed
26.0,77470.25,9080.81,Yes,Bachelors,Female,702.0,Employed
47.0,64096.92,10277.25,No,Bachelors,Female,790.0,Employed
37.0,81179.66,7340.68,No,Bachelors,Male,700.0,Employed
36.0,56652.93,12399.13,Yes,High School,Male,702.0,Employed
45.0,64014.95,-3630.71,No,Bachelors,Female,742.0,Employed
48.0,55149.55,18622.99,Yes,Bachelors,Male,796.0,Employed
38.0,88167.33,17860.46,Yes,Bachelors,Female,739.0,Self-Employed
30.0,85600.12,10122.66,No,High School,Female,690.0,Employed
20.0,69306.35,8115.69,Yes,High School,Male,840.0,Self-Employed
31.0,104625.05,22639.6,Yes,Bachelors,Female,732.0,Employed
32.0,78250.29,19832.43,Yes,Masters,Female,708.0,Self-Employed
39.0,77124.55,13713.1,Yes,PhD,Male,751.0,Employed
35.0,74982.4,11624.42,No,Bachelors,Male,668.0,Employed
45.0,44754.26,15190.2,Yes,High School,Female,761.0,Employed
32.0,52114.4,7795.53,Yes,Bachelors,Female,668.0,Employed
37.0,68907.24,16464.83,Yes,Bachelors,Male,753.0,Employed
50.0,69072.33,8989.42,Yes,Masters,Male,800.0,Employed
41.0,81795.25,3045.63,Yes,Bachelors,Female,676.0,Employed
37.0,56642.66,10930.84,No,Bachelors,Male,726.0,Employed
32.0,71413.73,9924.58,No,Bachelors,Male,738.0,Self-Employed
32.0,71771.2,24034.57,Yes,High School,Male,768.0,Employed
29.0,72563.9,23373.49,Yes,Masters,Female,746.0,Employed
33.0,70328.29,9418.38,No,Bachelors,Male,724.0,Employed
46.0,41923.2,,Yes,Masters,Male,788.0,Employed
36.0,24775.63,11718.48,Yes,Masters,Female,731.0,Employed
25.0,51164.73,24189.03,Yes,Masters,Female,687.0,Unemployed
56.0,59377.54,5899.1,Yes,Masters,Male,665.0,Employed
41.0,46430.96,17325.6,No,Bachelors,Female,779.0,Employed
24.0,68886.52,21389.91,Yes,Bachelors,Male,793.0,Unemployed
34.0,91802.14,12271.63,Yes,Masters,Male,729.0,Self-Employed
39.0,84520.66,15118.02,Yes,Bachelors,Male,646.0,Employed
55.0,79326.67,20265.48,No,High School,Male,693.0,Employed
27.0,89706.21,9465.33,Yes,Masters,Male,787.0,Unemployed
48.0,,18182.71,Yes,Bachelors,Female,747.0,Employed
52.0,60864.07,7257.92,No,Bachelors,Male,645.0,Employed
32.0,82296.94,7023.25,Yes,PhD,Male,745.0,Employed
35.0,60509.4,19253.01,Yes,Masters,Male,717.0,Employed
28.0,61603.47,10165.21,Yes,Bachelors,Male,764.0,Employed
36.0,107248.38,15896.69,No,High School,Female,698.0,Employed
38.0,71908.84,9109.36,No,Bachelors,Female,786.0,Self-Employed
45.0,105272.52,16403.03,Yes,Masters,Male,708.0,Employed
49.0,33534.07,6704.4,No,Masters,Male,572.0,Employed
31.0,57382.67,21478.19,No,Masters,Female,689.0,Self-Employed
18.0,78176.33,19067.11,No,PhD,Female,733.0,Employed
38.0,71874.65,11993.58,Yes,PhD,Male,727.0,Employed
41.0,28889.07,,No,High School,Male,696.0,Employed
40.0,65408.42,13976.54,Yes,Bachelors,Male,642.0,Self-Employed
35.0,119460.35,13208.32,Yes,Masters,Female,778.0,Employed
39.0,74938.26,12278.09,Yes,High School,Female,802.0,Employed
53.0,82088.72,20253.15,No,Bachelors,Male,673.0,Employed
42.0,57121.14,21067.65,Yes,Bachelors,Female,764.0,Employed
34.0,74865.68,17137.8,No,Bachelors,Male,751.0,Employed
33.0,69753.44,,Yes,Bachelors,Female,657.0,Employed
36.0,92376.29,984.19,No,Bachelors,Female,739.0,Self-Employed
54.0,91740.02,13479.56,Yes,PhD,Female,862.0,Employed
36.0,78150.32,13241.2,No,Bachelors,Male,,Employed
38.0,71419.32,19210.51,No,Masters,Female,788.0,Self-Employed
33.0,36417.85,13407.85,No,Masters,Female,718.0,Employed
49.0,35720.89,17777.16,Yes,Bachelors,Female,706.0,Unemployed
58.0,71638.22,12591.91,Yes,High School,Female,784.0,Employed
43.0,87492.68,11629.85,Yes,Masters,Female,689.0,Self-Employed
39.0,96634.92,19005.36,No,Bachelors,Male,724.0,Unemployed
38.0,52205.22,14990.84,Yes,Masters,Female,713.0,Employed
14.0,39815.23,16535.55,Yes,High School,Female,671.0,Employed
45.0,88659.18,8798.52,Yes,Bachelors,Female,782.0,Employed
39.0,53706.16,18389.16,Yes,Masters,Male,744.0,Employed
42.0,38458.63,9614.6,Yes,Masters,Male,834.0,Unemployed
31.0,60126.44,23565.82,Yes,High School,Female,728.0,Self-Employed
,59778.02,13717.54,Yes,Masters,Female,715.0,Self-Employed
34.0,96403.42,12929.85,Yes,Bachelors,Female,703.0,Employed
48.0,87312.68,19460.94,Yes,Bachelors,Female,706.0,Employed
34.0,55252.26,14741.47,Yes,Bachelors,Male,796.0,Employed
59.0,97959.09,18587.48,Yes,Bachelors,Female,692.0,Employed
42.0,72500.52,13505.49,Yes,Bachelors,Female,743.0,Unemployed
25.0,91216.71,18567.62,Yes,Masters,Male,703.0,Employed
37.0,96543.57,14617.8,Yes,Bachelors,Female,655.0,Employed
31.0,64748.14,19334.26,Yes,PhD,Male,736.0,Employed
16.0,81426.39,20753.73,Yes,Bachelors,Female,643.0,Employed
54.0,61864.83,7077.2,Yes,High School,Female,732.0,Employed
45.0,88602.05,16788.96,No,Bachelors,Female,697.0,Employed
43.0,71805.5,24148.17,Yes,High School,Female,700.0,Employed
40.0,89206.44,18088.91,Yes,PhD,Male,714.0,Self-Employed
24.0,100495.13,27192.42,No,Bachelors,Male,721.0,Employed
33.0,80944.64,,Yes,High School,Male,710.0,Employed
46.0,68130.8,16289.37,Yes,PhD,Female,746.0,Employed
27.0,68463.44,,Yes,High School,Female,720.0,Self-Employed
13.0,10859.36,,No,PhD,Male,860.0,Employed
36.0,55744.11,8821.8,Yes,Bachelors,Female,665.0,Employed
37.0,88651.47,25849.04,Yes,Masters,Male,664.0,Employed
,89397.62,20611.02,Yes,Masters,Male,701.0,Employed
45.0,55308.65,17789.35,Yes,Bachelors,Male,677.0,Employed
44.0,73291.49,15239.36,No,Masters,Female,780.0,Employed
41.0,66214.67,15701.93,Yes,Masters,Male,807.0,Employed
50.0,83792.05,18140.15,Yes,High School,Female,700.0,Self-Employed
23.0,114172.3,22211.74,No,Masters,Male,746.0,Employed
43.0,84169.37,,No,High School,Male,740.0,Employed
44.0,56596.45,15528.24,Yes,Bachelors,Female,697.0,Employed
26.0,68431.61,13150.08,Yes,Bachelors,Male,751.0,Employed
23.0,98038.57,9715.53,Yes,Masters,Male,761.0,Employed
31.0,41826.46,11931.53,Yes,Masters,Female,637.0,Self-Employed
31.0,57698.85,16081.43,No,Bachelors,Male,661.0,Self-Employed
46.0,84199.28,13503.51,Yes,PhD,Female,,Employed
32.0,95886.63,15136.42,Yes,Bachelors,Female,704.0,Unemployed
29.0,82179.36,18623.19,Yes,Masters,Male,724.0,Employed
32.0,57866.1,20775.4,Yes,Masters,Male,674.0,Employed
49.0,80730.71,28269.05,No,High School,Male,668.0,Employed
38.0,78285.86,18856.21,No,Masters,Male,702.0,Self-Employed
36.0,77016.44,,Yes,Bachelors,Male,662.0,Employed
37.0,68058.53,20513.63,Yes,Masters,Female,780.0,Unemployed
51.0,71059.89,13410.56,Yes,Masters,Male,772.0,Self-Employed
31.0,51850.0,11504.1,Yes,Masters,Male,751.0,Employed
51.0,119604.08,,No,Bachelors,Male,771.0,Employed
40.0,73139.99,22068.7,Yes,High School,Female,699.0,Employed
36.0,80970.25,11972.37,Yes,Masters,Female,698.0,Employed
63.0,65641.78,16577.0,Yes,Bachelors,Male,740.0,Unemployed
27.0,86906.21,17281.75,Yes,High School,Female,759.0,Self-Employed
34.0,44031.34,10257.18,No,High School,Male,738.0,Employed
26.0,35087.89,7842.78,No,Masters,Male,,Employed
48.0,69390.57,7985.73,Yes,Bachelors,Female,738.0,Employed
55.0,111081.11,21394.25,No,High School,Female,769.0,Employed
55.0,94166.42,12680.74,No,High School,Female,775.0,Employed
50.0,53831.07,11848.61,Yes,Bachelors,Female,708.0,Employed
36.0,80321.75,16592.27,Yes,Masters,Male,751.0,Employed
34.0,,21504.07,Yes,Bachelors,Female,614.0,Employed
21.0,78528.33,9176.5,Yes,Masters,Female,637.0,Self-Employed
58.0,80087.88,5559.07,Yes,Bachelors,Female,702.0,Unemployed
43.0,88529.58,22377.88,Yes,High School,Female,688.0,Employed
33.0,38686.73,17568.97,Yes,Bachelors,Male,808.0,Employed
51.0,44688.24,9636.49,No,Bachelors,Female,705.0,Self-Employed
28.0,68488.59,12808.47,No,Masters,Female,739.0,Employed
,49351.53,9988.17,Yes,Masters,Female,731.0,Employed
36.0,,18199.71,Yes,Bachelors,Male,650.0,Employed
44.0,75437.15,20114.14,Yes,High School,Male,735.0,Employed
37.0,51679.29,18346.41,No,High School,Male,722.0,Employed
23.0,115153.14,15832.07,Yes,Bachelors,Female,798.0,Employed
39.0,59336.68,16890.49,Yes,High School,Female,692.0,Employed
48.0,64595.36,11291.62,Yes,High School,Male,751.0,Employed
38.0,75950.81,12779.15,Yes,High School,Male,749.0,Employed
46.0,39840.89,15029.99,Yes,Masters,Female,678.0,Unemployed
28.0,80170.09,13616.61,No,Bachelors,Female,603.0,Employed
38.0,76829.35,15002.82,Yes,Masters,Female,722.0,Employed
32.0,63013.89,6912.18,Yes,Masters,Male,782.0,Employed
45.0,75478.55,19406.16,Yes,High School,Male,736.0,Self-Employed
38.0,78565.65,9639.38,Yes,Masters,Female,766.0,Self-Employed
45.0,98703.81,4459.27,Yes,Bachelors,Male,688.0,Employed
49.0,120005.23,11423.46,Yes,Masters,Female,759.0,Employed
45.0,48769.98,13921.8,Yes,High School,Female,630.0,Employed
41.0,44053.05,25088.35,Yes,Masters,Male,749.0,Employed
28.0,72054.99,12555.77,Yes,Bachelors,Male,637.0,Employed
,28421.63,16048.62,Yes,High School,Male,750.0,Self-Employed
33.0,82988.3,16603.43,Yes,High School,Male,692.0,Self-Employed
35.0,72261.62,,Yes,Bachelors,Female,762.0,Self-Employed
34.0,,14473.73,No,High School,Female,718.0,Employed
28.0,63928.56,13677.78,Yes,High School,Male,775.0,Employed
18.0,75100.32,15418.29,Yes,Bachelors,Male,742.0,Employed
31.0,79444.79,17115.29,Yes,Masters,Female,724.0,Employed
40.0,74000.47,19253.99,Yes,Bachelors,Male,779.0,Unemployed
25.0,43098.03,10717.69,Yes,High School,Male,742.0,Employed
38.0,73440.12,17416.01,Yes,Masters,Male,807.0,Employed
57.0,107079.29,11357.73,No,Bachelors,Male,718.0,Employed
48.0,74817.84,10448.88,No,High School,Male,710.0,Employed
54.0,72741.11,23762.89,Yes,Bachelors,Male,675.0,Unemployed
42.0,101200.75,5933.77,No,Bachelors,Female,692.0,Employed
50.0,55087.69,12416.8,Yes,High School,Male,708.0,Unemployed
31.0,87793.55,16111.53,Yes,Bachelors,Male,685.0,Employed
32.0,59396.85,12002.67,Yes,High School,Male,752.0,Employed
11.0,91731.67,15751.68,Yes,Bachelors,Male,657.0,Employed
50.0,85960.96,8285.63,No,Masters,Female,677.0,Employed
53.0,61754.42,5773.83,No,Bachelors,Male,613.0,Self-Employed
32.0,64680.78,10628.16,Yes,Bachelors,Male,685.0,Employed
35.0,89556.23,15760.63,Yes,Bachelors,Female,781.0,Employed
30.0,32890.98,14142.25,No,Bachelors,Male,,Employed
42.0,61161.42,18180.78,Yes,Bachelors,Female,678.0,Unemployed
49.0,82408.35,7876.59,Yes,PhD,Male,683.0,Employed
21.0,63837.86,12121.9,Yes,Masters,Male,738.0,Employed
42.0,72697.27,14640.28,No,Bachelors,Female,784.0,Employed
35.0,29176.98,10155.08,Yes,PhD,Female,764.0,Self-Employed
39.0,52910.44,15689.88,Yes,PhD,Male,654.0,Employed
43.0,83589.05,13593.84,Yes,Bachelors,Female,790.0,Employed
36.0,54979.85,17434.19,Yes,Bachelors,Male,771.0,Unemployed
37.0,43950.81,16443.85,No,PhD,Male,744.0,Employed
36.0,91232.17,5732.8,Yes,Bachelors,Female,663.0,Employed
48.0,80313.68,22362.8,Yes,Bachelors,Male,675.0,Self-Employed
42.0,48229.33,,Yes,Bachelors,Male,682.0,Employed
40.0,72770.08,7240.53,Yes,Masters,Female,693.0,Unemployed
25.0,48881.04,14625.27,No,Bachelors,Male,730.0,Self-Employed
34.0,66950.82,16479.82,Yes,Bachelors,Male,584.0,Employed
47.0,73519.76,13588.6,Yes,Bachelors,Male,656.0,Employed
,53830.07,12290.02,Yes,Bachelors,Male,709.0,Employed
45.0,84846.66,14588.9,No,High School,Female,769.0,Self-Employed
56.0,87947.03,17635.98,No,Bachelors,Male,705.0,Employed
48.0,75271.31,9267.39,Yes,Bachelors,Female,729.0,Employed
39.0,78279.64,9428.54,Yes,Masters,Male,775.0,Employed
33.0,,10672.25,Yes,Masters,Female,680.0,Self-Employed
12.0,97243.74,21600.42,No,Bachelors,Male,670.0,Employed
36.0,68173.5,16864.66,No,Bachelors,Female,665.0,Self-Employed
35.0,51294.87,17861.9,Yes,Bachelors,Female,706.0,Employed
42.0,72916.72,22955.16,Yes,High School,Female,687.0,Self-Employed
36.0,84909.4,18937.03,Yes,Bachelors,Male,803.0,Employed
35.0,80246.99,15782.18,Yes,PhD,Female,732.0,Self-Employed
20.0,48306.19,,Yes,Masters,Female,754.0,Employed
29.0,85152.76,10141.65,Yes,Bachelors,Female,677.0,Employed
43.0,68786.82,13673.43,Yes,Bachelors,Male,718.0,Employed
55.0,80024.08,20781.29,Yes,Bachelors,Male,705.0,Employed
37.0,53968.97,4030.19,Yes,High School,Female,730.0,Self-Employed
41.0,90918.23,11016.16,No,High School,Female,739.0,Unemployed
48.0,73654.31,18947.92,Yes,Masters,Male,702.0,Self-Employed
,93776.47,15532.97,Yes,Masters,Female,710.0,Unemployed
42.0,39302.64,17569.09,Yes,Bachelors,Male,776.0,Employed
31.0,41971.62,5417.9,No,Masters,Male,674.0,Self-Employed
47.0,65199.44,10795.13,Yes,Masters,Male,756.0,Employed
40.0,99352.5,18245.94,No,Bachelors,Male,735.0,Self-Employed
41.0,109256.22,10490.17,No,Masters,Male,,Employed
30.0,52231.47,19124.24,Yes,PhD,Male,704.0,Employed
45.0,71060.94,16437.29,Yes,PhD,Female,772.0,Self-Employed
59.0,73103.04,9139.85,No,Bachelors,Male,688.0,Unemployed
28.0,84363.15,16727.51,No,High School,Female,745.0,Self-Employed
35.0,87699.25,18744.75,No,PhD,Female,745.0,Employed
40.0,47712.04,,Yes,Bachelors,Male,728.0,Employed
46.0,71291.87,17685.19,Yes,Masters,Male,771.0,Employed
32.0,29829.64,6356.36,Yes,Masters,Male,775.0,Employed
10.0,86215.83,,No,PhD,Female,754.0,Employed
52.0,63227.6,29104.08,No,Bachelors,Male,809.0,Employed
46.0,45892.36,22143.57,No,Bachelors,Male,700.0,Employed
21.0,76650.94,15577.75,Yes,High School,Female,707.0,Employed
32.0,62602.62,12975.36,No,PhD,Female,734.0,Employed
54.0,95229.22,13080.93,No,PhD,Male,711.0,Self-Employed
52.0,52148.36,18919.57,Yes,Bachelors,Male,702.0,Employed
47.0,114459.1,20345.05,No,Masters,Male,,Employed
36.0,87091.11,11751.9,No,Bachelors,Male,759.0,Employed
39.0,95753.89,14892.42,Yes,Bachelors,Female,715.0,Employed
37.0,49423.28,21284.69,Yes,Bachelors,Male,717.0,Employed
49.0,105769.19,14487.27,Yes,Masters,Female,669.0,Self-Employed
29.0,45749.05,15559.65,Yes,PhD,Female,700.0,Self-Employed
30.0,65803.77,21882.97,Yes,PhD,Male,732.0,Self-Employed
48.0,96093.13,21077.68,No,High School,Female,660.0,Unemployed
38.0,80135.38,19024.48,Yes,Masters,Female,712.0,Employed
52.0,45216.76,9654.55,No,Bachelors,Male,698.0,Unemployed
31.0,92708.2,9716.24,Yes,Masters,Female,715.0,Employed
37.0,76799.09,,No,Masters,Male,711.0,Employed
29.0,61676.0,12390.42,Yes,High School,Male,653.0,Employed
38.0,39159.81,16079.85,Yes,Masters,Female,762.0,Employed
23.0,78695.01,14534.38,Yes,Masters,Male,597.0,Employed
33.0,66731.44,14192.13,Yes,Masters,Male,731.0,Employed
24.0,73126.19,13710.39,Yes,Bachelors,Male,772.0,Unemployed
45.0,38295.97,10613.03,Yes,PhD,Male,716.0,Employed
45.0,61626.86,12693.85,Yes,Bachelors,Male,651.0,Unemployed
21.0,79606.09,27167.85,Yes,Bachelors,Male,759.0,Employed
51.0,107529.29,18496.08,Yes,Masters,Male,639.0,Employed
63.0,65894.37,15100.22,Yes,Bachelors,Male,703.0,Employed
38.0,98865.98,7497.82,Yes,Masters,Female,777.0,Employed
32.0,85746.97,10047.78,Yes,Masters,Female,714.0,Employed
66.0,74675.7,14788.61,Yes,Bachelors,Male,721.0,Employed
25.0,49753.16,21797.94,Yes,Bachelors,Male,782.0,Unemployed
38.0,50590.43,16145.26,No,PhD,Female,644.0,Employed
40.0,82350.82,16077.76,Yes,High School,Female,722.0,Self-Employed
51.0,59470.09,20550.02,Yes,High School,Male,720.0,Employed
42.0,57692.75,10143.61,Yes,Masters,Female,681.0,Employed
33.0,66387.79,22030.88,Yes,Bachelors,Male,689.0,Employed
28.0,66723.38,13082.92,Yes,Masters,Female,770.0,Employed
35.0,88015.36,20790.55,No,Masters,Male,627.0,Employed
28.0,59890.05,23350.63,Yes,High School,Male,711.0,Employed
,86024.8,10463.7,Yes,Masters,Male,685.0,Self-Employed
32.0,78794.1,15000.18,Yes,Bachelors,Female,730.0,Self-Employed
23.0,36520.08,18945.57,No,High School,Male,694.0,Self-Employed
51.0,75890.15,13566.59,Yes,Bachelors,Male,729.0,Employed
33.0,16644.83,13705.94,Yes,Bachelors,Male,717.0,Self-Employed
25.0,52095.53,,Yes,High School,Male,722.0,Self-Employed
36.0,79261.54,5697.03,Yes,Masters,Male,715.0,Employed
39.0,69787.14,20287.42,Yes,High School,Male,725.0,Self-Employed
21.0,,9951.61,Yes,Bachelors,Female,,Employed
41.0,47616.76,3553.68,Yes,High School,Male,723.0,Employed
28.0,17821.74,20234.45,Yes,Bachelors,Male,710.0,Employed
55.0,43148.73,17424.07,Yes,PhD,Female,770.0,Self-Employed
43.0,81581.27,8409.61,Yes,Bachelors,Female,673.0,Self-Employed
34.0,58851.34,20431.05,Yes,Bachelors,Male,828.0,Employed
31.0,73398.91,18327.39,Yes,High School,Male,676.0,Employed
37.0,70272.89,15001.61,Yes,Bachelors,Female,696.0,Employed
44.0,70651.66,13248.16,Yes,Bachelors,Male,629.0,Employed
38.0,90462.65,14388.21,Yes,Bachelors,Male,705.0,Employed
36.0,65941.79,16032.5,No,Bachelors,Female,764.0,Employed
39.0,88213.37,11056.76,Yes,Masters,Male,672.0,Unemployed
32.0,20453.13,20590.25,Yes,Masters,Female,788.0,Self-Employed
35.0,92228.52,17778.19,Yes,Bachelors,Female,711.0,Employed
17.0,44198.44,14324.88,No,Bachelors,Male,649.0,Employed
48.0,48541.21,23715.48,Yes,Bachelors,Male,678.0,Employed
41.0,,13492.17,Yes,Masters,Female,743.0,Employed
30.0,91677.1,22746.42,Yes,Masters,Male,693.0,Self-Employed
57.0,52214.0,16463.38,Yes,Bachelors,Male,800.0,Employed
39.0,56882.22,18787.99,Yes,PhD,Female,685.0,Unemployed
28.0,50766.25,13164.43,Yes,Masters,Female,714.0,Unemployed
47.0,75107.9,5651.62,Yes,Bachelors,Female,688.0,Employed
42.0,84872.17,17396.5,Yes,High School,Male,766.0,Employed
42.0,104086.49,9060.38,Yes,Bachelors,Male,645.0,Self-Employed
34.0,117996.35,11936.51,Yes,PhD,Male,617.0,Employed
43.0,83003.62,15379.09,Yes,Masters,Male,693.0,Employed
35.0,77313.08,11791.19,No,High School,Female,709.0,Employed
44.0,45653.21,14841.44,No,PhD,Female,635.0,Employed
19.0,108186.06,15997.81,Yes,Masters,Male,741.0,Employed
34.0,74308.06,7628.96,No,Masters,Female,755.0,Unemployed
55.0,64218.7,16370.92,Yes,High School,Male,702.0,Self-Employed
30.0,77750.64,11893.99,Yes,Masters,Female,686.0,Self-Employed
32.0,57272.99,9659.74,Yes,Bachelors,Male,,Unemployed
34.0,23246.57,4993.1,Yes,High School,Male,664.0,Self-Employed
26.0,81436.06,7228.11,Yes,Bachelors,Male,747.0,Self-Employed
16.0,96849.48,15119.79,Yes,PhD,Female,696.0,Employed
36.0,81138.45,15212.3,No,Bachelors,Female,729.0,Employed
39.0,69858.42,17591.98,Yes,Bachelors,Female,759.0,Self-Employed
37.0,70265.44,23578.72,Yes,Bachelors,Female,736.0,Employed
37.0,73445.59,21780.56,No,Bachelors,Female,629.0,Unemployed
38.0,72833.08,19978.85,No,Masters,Male,766.0,Employed
48.0,68785.97,20932.16,Yes,Bachelors,Male,624.0,Unemployed
36.0,70506.86,15904.13,Yes,Masters,Male,753.0,Self-Employed
32.0,101100.25,15813.67,Yes,Masters,Male,743.0,Self-Employed
35.0,79445.46,22686.31,Yes,Bachelors,Female,706.0,Employed
44.0,72102.94,,Yes,High School,Female,743.0,Employed
52.0,83184.54,16188.8,Yes,Bachelors,Male,664.0,Employed
32.0,83185.98,20828.5,No,Bachelors,Female,,Employed
39.0,88919.96,13617.39,No,Masters,Female,748.0,Employed
41.0,54861.77,14327.37,Yes,Bachelors,Male,703.0,Employed
28.0,60389.44,8193.34,No,High School,Male,795.0,Self-Employed
38.0,53728.85,12687.18,No,Bachelors,Male,702.0,Employed
23.0,85334.46,13351.47,Yes,High School,Female,669.0,Unemployed
20.0,84357.42,13633.61,Yes,Bachelors,Female,852.0,Employed
42.0,44535.14,19052.38,No,Bachelors,Male,649.0,Employed
34.0,77816.76,9956.33,No,Bachelors,Female,727.0,Employed
40.0,97444.68,22445.63,No,Bachelors,Female,725.0,Employed
38.0,65293.35,4699.16,No,High School,Male,756.0,Employed
28.0,76279.47,17990.97,Yes,Masters,Male,703.0,Employed
38.0,84609.71,19083.23,Yes,Masters,Female,706.0,Employed
26.0,43588.84,18459.8,No,High School,Female,713.0,Employed
52.0,73039.76,20477.81,Yes,Bachelors,Male,810.0,Employed
24.0,95442.32,13941.84,Yes,Masters,Female,763.0,Unemployed
36.0,58135.82,21265.08,Yes,Masters,Male,677.0,Employed
28.0,86649.32,11546.02,Yes,PhD,Female,694.0,Employed
44.0,70543.23,11965.45,Yes,Masters,Male,713.0,Unemployed
35.0,56509.91,25345.0,Yes,Bachelors,Male,675.0,Self-Employed
33.0,68069.83,15884.08,Yes,High School,Female,640.0,Unemployed
47.0,59477.44,19758.76,Yes,Bachelors,Male,686.0,Employed
38.0,52233.72,17480.66,Yes,Masters,Female,674.0,Employed
43.0,64913.1,18616.6,Yes,PhD,Male,799.0,Employed
28.0,71368.53,4973.72,Yes,Bachelors,Female,724.0,Employed
24.0,66678.91,16881.55,Yes,Masters,Female,645.0,Employed
39.0,64692.53,15078.87,Yes,Bachelors,Female,705.0,Employed
35.0,74519.92,19866.52,No,Bachelors,Female,742.0,Employed
44.0,80628.12,11021.47,Yes,Bachelors,Female,757.0,Employed
37.0,47118.1,20966.32,Yes,Masters,Male,730.0,Employed
40.0,64952.08,8967.98,Yes,Bachelors,Female,746.0,Self-Employed
22.0,30529.18,12741.47,No,Masters,Female,713.0,Employed
57.0,66756.33,7108.54,Yes,High School,Female,713.0,Employed
36.0,73010.58,9597.21,Yes,Bachelors,Male,885.0,Employed
45.0,81395.6,15034.74,Yes,Bachelors,Female,690.0,Employed
30.0,73082.1,21842.03,Yes,PhD,Male,657.0,Employed
41.0,80963.51,15174.86,Yes,Bachelors,Male,698.0,Self-Employed
25.0,71304.5,8580.28,Yes,Bachelors,Female,715.0,Employed
43.0,56489.63,4445.56,Yes,High School,Male,642.0,Employed
34.0,47681.3,18368.01,Yes,Bachelors,Female,745.0,Employed
38.0,64739.95,11713.07,Yes,Bachelors,Male,690.0,Employed
45.0,54674.48,12381.47,Yes,Masters,Female,604.0,Employed
26.0,67605.62,20383.26,Yes,Bachelors,Female,719.0,Employed
31.0,60162.46,14325.58,Yes,PhD,Male,679.0,Self-Employed
43.0,78381.62,13506.81,Yes,Bachelors,Female,771.0,Employed
59.0,70979.1,,Yes,Bachelors,Female,,Employed
37.0,78949.89,22409.75,No,Masters,Female,693.0,Employed
44.0,78847.69,16270.07,Yes,High School,Male,737.0,Unemployed
37.0,66406.54,4203.5,Yes,Bachelors,Female,702.0,Employed
57.0,67633.27,10910.22,Yes,High School,Male,673.0,Employed
21.0,80032.09,13577.46,Yes,Bachelors,Female,673.0,Self-Employed
39.0,118918.78,19317.2,Yes,Masters,Male,780.0,Self-Employed
22.0,50217.38,8786.98,No,Masters,Female,693.0,Unemployed
13.0,70835.03,15744.16,Yes,Bachelors,Male,660.0,Self-Employed
41.0,46085.83,14590.82,Yes,PhD,Female,707.0,Employed
39.0,69581.75,20082.65,Yes,PhD,Female,713.0,Employed
35.0,56518.78,10015.37,Yes,High School,Female,749.0,Employed
37.0,67601.87,15836.4,Yes,Bachelors,Female,656.0,Employed
69.0,,22665.55,Yes,Masters,Female,805.0,Self-Employed
35.0,60212.18,19494.72,Yes,High School,Female,693.0,Employed
43.0,34324.83,17996.4,No,Masters,Male,806.0,Employed
32.0,98510.71,13447.28,No,High School,Female,730.0,Self-Employed
41.0,86785.54,15756.93,Yes,Bachelors,Female,748.0,Employed
36.0,67388.82,14436.0,Yes,Bachelors,Male,761.0,Employed
,52105.34,19282.84,No,PhD,Female,699.0,Self-Employed
56.0,71700.49,17632.28,Yes,Masters,Female,652.0,Employed
50.0,77219.78,11862.38,Yes,Masters,Male,756.0,Employed
39.0,,23727.18,Yes,Masters,Male,828.0,Employed
15.0,87244.44,21021.77,No,Masters,Female,721.0,Employed
34.0,91013.53,10667.06,Yes,Bachelors,Female,723.0,Self-Employed
65.0,35182.81,13280.53,Yes,Masters,Male,737.0,Employed
36.0,63907.14,14207.9,No,Masters,Male,647.0,Employed
49.0,89862.02,19081.39,Yes,Bachelors,Female,779.0,Employed
52.0,51527.37,10954.44,Yes,High School,Female,658.0,Employed
40.0,94385.35,11654.06,Yes,Bachelors,Female,795.0,Employed
,106207.55,19391.82,Yes,Masters,Female,733.0,Self-Employed
14.0,93825.09,17793.36,Yes,PhD,Female,784.0,Employed
45.0,83231.81,5257.64,Yes,High School,Female,631.0,Employed
30.0,61049.88,18287.98,Yes,High School,Male,764.0,Self-Employed
40.0,75632.7,7628.64,No,PhD,Male,729.0,Employed
26.0,43078.11,11826.88,No,Bachelors,Male,708.0,Employed
35.0,54377.79,13175.79,Yes,Bachelors,Male,777.0,Employed
38.0,55783.93,12653.59,No,High School,Male,759.0,Employed
41.0,71239.45,,No,Bachelors,Male,729.0,Employed
27.0,62156.45,9811.13,No,Bachelors,Male,612.0,Unemployed
,75232.0,17562.08,No,High School,Male,704.0,Employed
32.0,87556.54,6934.58,Yes,Bachelors,Male,765.0,Employed
21.0,55805.45,12341.57,Yes,Bachelors,Male,689.0,Employed
,72972.02,18955.44,Yes,Masters,Male,735.0,Employed
38.0,61680.62,16987.32,Yes,Bachelors,Female,753.0,Employed
40.0,73803.25,8077.12,Yes,Bachelors,Female,783.0,Employed
52.0,83723.45,5352.19,Yes,Masters,Female,731.0,Employed
36.0,88424.72,9553.89,No,Masters,Female,674.0,Employed
37.0,83406.08,4109.6,Yes,Masters,Male,782.0,Employed
27.0,78279.71,15458.39,Yes,Bachelors,Male,708.0,Employed
46.0,41595.73,12702.49,Yes,Bachelors,Male,746.0,Self-Employed
40.0,48374.68,13087.4,Yes,PhD,Female,688.0,Self-Employed
34.0,53516.43,17551.97,Yes,High School,Male,655.0,Unemployed
19.0,77172.4,19368.11,Yes,Bachelors,Female,658.0,Employed
52.0,44179.9,16191.37,Yes,PhD,Female,791.0,Employed
26.0,76750.45,13885.54,Yes,Bachelors,Female,718.0,Employed
32.0,75289.39,11487.99,Yes,Bachelors,Female,756.0,Employed
42.0,31286.22,13245.7,No,Bachelors,Female,823.0,Employed
26.0,48247.94,,No,Bachelors,Female,767.0,Self-Employed
23.0,90877.51,19627.26,No,Bachelors,Male,815.0,Employed
17.0,83948.18,8052.41,No,High School,Female,667.0,Employed
45.0,52992.12,9360.41,Yes,Bachelors,Male,720.0,Employed
33.0,49302.78,14969.25,Yes,Masters,Male,676.0,Employed
67.0,20993.07,4444.53,Yes,Masters,Female,667.0,Employed
28.0,99425.95,16426.64,Yes,Masters,Male,690.0,Employed
29.0,70821.09,20282.17,No,Masters,Female,683.0,Unemployed
32.0,107674.48,26792.04,Yes,Masters,Female,691.0,Employed
40.0,66166.58,15410.35,No,Bachelors,Male,724.0,Employed
33.0,75651.79,19296.55,Yes,Bachelors,Male,736.0,Employed
44.0,87825.97,15109.44,Yes,High School,Male,769.0,Employed
28.0,102776.85,23097.92,Yes,Bachelors,Male,748.0,Self-Employed
24.0,,12883.86,No,PhD,Male,818.0,Employed
20.0,70048.14,16646.71,Yes,Masters,Female,826.0,Employed
16.0,70559.15,18018.37,Yes,High School,Female,695.0,Employed
33.0,49083.29,16942.81,Yes,Masters,Female,733.0,Employed
35.0,62362.34,11141.76,Yes,Masters,Male,721.0,Unemployed
32.0,71024.39,8131.1,Yes,Bachelors,Female,669.0,Employed
50.0,97637.88,20106.05,No,Bachelors,Male,766.0,Employed
50.0,61399.14,16256.01,Yes,Bachelors,Female,761.0,Self-Employed
35.0,91253.09,15376.47,No,High School,Male,,Employed
20.0,68363.24,19459.56,Yes,Bachelors,Male,767.0,Employed
32.0,94871.17,19225.77,No,Bachelors,Male,689.0,Unemployed
32.0,83534.45,16791.17,Yes,Bachelors,Male,786.0,Employed
31.0,82183.91,18177.93,No,Bachelors,Female,783.0,Employed
31.0,89576.53,12374.29,No,PhD,Male,613.0,Employed
31.0,86663.2,17669.1,Yes,High School,Female,698.0,Employed
34.0,91276.27,7153.06,Yes,High School,Female,745.0,Unemployed
32.0,112635.28,15098.8,Yes,Masters,Female,863.0,Employed
40.0,102337.89,18736.11,Yes,PhD,Male,733.0,Self-Employed
42.0,79328.48,11405.85,Yes,Bachelors,Male,737.0,Employed
29.0,61165.06,15712.12,Yes,Masters,Female,707.0,Self-Employed
51.0,77328.36,16506.39,Yes,PhD,Male,716.0,Employed
28.0,31476.09,10546.43,Yes,PhD,Female,797.0,Employed
22.0,86579.73,20645.42,Yes,Masters,Female,726.0,Self-Employed
42.0,48799.34,16601.73,Yes,High School,Male,795.0,Employed
30.0,92449.63,6620.32,No,Masters,Female,709.0,Self-Employed
41.0,109605.78,15453.52,No,High School,Male,741.0,Employed
14.0,40981.31,22268.84,Yes,Masters,Male,630.0,Employed
52.0,68993.91,14980.14,No,High School,Male,691.0,Employed
45.0,48711.74,11746.71,No,Masters,Female,705.0,Employed
23.0,35433.8,12276.82,Yes,High School,Female,718.0,Employed
23.0,67873.57,14199.41,Yes,Masters,Female,715.0,Employed
55.0,82703.34,8938.09,No,PhD,Male,712.0,Employed
31.0,85088.01,22012.18,No,Bachelors,Male,783.0,Employed
30.0,73078.52,19620.32,Yes,Masters,Female,698.0,Self-Employed
15.0,,20386.41,Yes,Masters,Female,753.0,Employed
34.0,72467.58,7482.27,Yes,Bachelors,Female,722.0,Employed
36.0,40149.04,15642.72,Yes,Masters,Female,705.0,Employed
45.0,41460.23,20390.61,Yes,Bachelors,Female,827.0,Employed
24.0,50063.6,10265.59,No,Masters,Female,751.0,Unemployed
23.0,90996.22,14638.8,No,High School,Male,714.0,Unemployed
43.0,80905.11,9502.78,No,Bachelors,Female,751.0,Self-Employed
48.0,76451.81,19169.62,Yes,PhD,Male,749.0,Employed
,52747.72,13926.82,Yes,PhD,Male,716.0,Employed
49.0,62244.49,14537.63,Yes,Masters,Female,671.0,Employed
38.0,42597.55,,Yes,High School,Female,701.0,Employed
49.0,97286.03,22739.97,Yes,Masters,Male,566.0,Employed
37.0,113945.16,15254.62,Yes,High School,Male,689.0,Employed
13.0,81131.97,18957.53,Yes,Bachelors,Female,753.0,Employed
36.0,84635.08,16920.24,No,Masters,Female,735.0,Unemployed
49.0,66820.8,10454.69,Yes,Bachelors,Male,707.0,Employed
29.0,37610.95,6794.06,Yes,Bachelors,Female,744.0,Self-Employed
34.0,53120.7,14043.03,Yes,Masters,Male,768.0,Unemployed
36.0,60692.31,20532.41,Yes,PhD,Male,726.0,Self-Employed
9.0,62294.88,5152.25,Yes,Masters,Male,707.0,Self-Employed
55.0,57692.13,24741.09,Yes,PhD,Male,708.0,Employed
29.0,70955.07,19168.54,Yes,Masters,Male,676.0,Employed
43.0,52996.62,15953.5,No,Masters,Female,761.0,Self-Employed
,113354.48,14420.8,Yes,Bachelors,Male,824.0,Employed
51.0,42692.52,19293.68,No,High School,Female,657.0,Employed
42.0,87746.19,8896.49,Yes,Bachelors,Female,693.0,Employed
36.0,64762.91,17212.04,Yes,Bachelors,Male,736.0,Self-Employed
29.0,79255.96,16540.91,No,Masters,Female,705.0,Employed
46.0,80162.3,23977.1,Yes,Bachelors,Female,751.0,Employed
19.0,73140.86,13173.75,No,Masters,Female,677.0,Self-Employed
44.0,47332.59,15223.22,Yes,High School,Female,,Employed
27.0,63359.2,14667.11,No,Masters,Male,767.0,Employed
51.0,73381.91,12415.52,Yes,High School,Male,758.0,Employed
40.0,72128.68,22391.21,Yes,Bachelors,Male,763.0,Employed
44.0,49537.36,10126.76,Yes,Bachelors,Female,818.0,Employed
,95824.25,7411.81,Yes,Masters,Female,696.0,Employed
20.0,20128.53,16219.61,Yes,Bachelors,Female,813.0,Self-Employed
29.0,64997.5,11376.44,Yes,Masters,Female,796.0,Self-Employed
45.0,51573.62,16270.72,Yes,Bachelors,Female,705.0,Employed
40.0,73643.31,18166.96,Yes,Bachelors,Female,662.0,Employed
50.0,90334.52,15730.62,Yes,Bachelors,Male,671.0,Self-Employed
42.0,41860.62,15119.89,Yes,Bachelors,Female,754.0,Self-Employed
28.0,117072.1,4690.97,Yes,Bachelors,Male,,Employed
30.0,74036.97,17797.65,Yes,Bachelors,Female,732.0,Employed
39.0,77634.48,15981.13,Yes,Masters,Female,709.0,Employed
15.0,41204.91,24371.09,Yes,Masters,Female,733.0,Self-Employed
55.0,69068.66,20686.11,Yes,High School,Female,766.0,Employed
42.0,89433.5,7590.08,No,Masters,Female,740.0,Employed
50.0,74198.43,20303.51,No,Masters,Female,764.0,Unemployed
22.0,72803.91,8501.92,Yes,Bachelors,Male,,Employed
50.0,68962.81,19168.5,Yes,Bachelors,Female,624.0,Employed
60.0,42440.0,22267.99,Yes,Bachelors,Female,734.0,Employed
25.0,42325.83,24335.06,Yes,Bachelors,Male,718.0,Employed
46.0,93386.54,13019.67,Yes,Bachelors,Female,721.0,Employed
38.0,87645.73,18530.06,No,High School,Male,617.0,Self-Employed
23.0,90605.42,20047.44,Yes,High School,Female,731.0,Employed
43.0,53543.6,17353.1,No,Bachelors,Male,695.0,Employed
46.0,66848.64,6642.79,Yes,High School,Male,755.0,Employed
32.0,94636.0,15772.27,Yes,High School,Male,848.0,Self-Employed
50.0,45426.89,17845.19,No,Masters,Male,665.0,Employed
21.0,92597.65,,No,Masters,Male,738.0,Self-Employed
23.0,58269.61,,Yes,Bachelors,Female,631.0,Employed
39.0,52895.33,13995.56,No,Masters,Male,727.0,Unemployed
38.0,69361.67,19505.96,Yes,High School,Male,767.0,Self-Employed
31.0,47659.96,16967.64,No,Bachelors,Female,744.0,Employed
46.0,32062.13,17327.31,Yes,High School,Male,788.0,Employed
43.0,71520.59,13756.94,Yes,High School,Male,753.0,Employed
47.0,,17132.39,Yes,Bachelors,Female,633.0,Unemployed
37.0,94305.8,4467.98,Yes,Bachelors,Female,814.0,Employed
44.0,82139.49,14779.83,Yes,High School,Male,646.0,Employed
34.0,109307.94,13095.29,No,PhD,Female,812.0,Employed
59.0,97221.5,15135.73,No,PhD,Female,754.0,Self-Employed
30.0,84761.58,9135.98,Yes,Masters,Male,738.0,Employed
59.0,79372.38,16851.25,Yes,Masters,Female,806.0,Employed
38.0,,24611.94,Yes,Masters,Male,749.0,Employed
24.0,25739.56,15403.82,Yes,Bachelors,Female,769.0,Unemployed
52.0,60398.86,15232.61,Yes,Masters,Female,730.0,Employed
39.0,32830.38,27538.69,Yes,PhD,Male,689.0,Employed
47.0,83261.95,10262.41,Yes,High School,Female,668.0,Employed
50.0,55144.72,17474.52,Yes,Bachelors,Female,825.0,Employed
41.0,130393.06,22901.91,Yes,High School,Male,796.0,Employed
32.0,59641.48,13048.27,Yes,Masters,Male,714.0,Self-Employed
,72127.26,19264.33,No,Masters,Female,689.0,Self-Employed
38.0,61954.67,15833.97,No,Bachelors,Female,800.0,Employed
45.0,60223.38,9626.84,No,Masters,Female,767.0,Self-Employed
16.0,45069.56,14178.46,Yes,High School,Female,774.0,Employed
42.0,44397.01,14841.06,No,Masters,Male,786.0,Self-Employed
32.0,26410.14,11820.27,Yes,Masters,Male,780.0,Employed
55.0,80909.25,6966.98,No,Bachelors,Female,818.0,Self-Employed
44.0,61507.06,12940.43,Yes,Masters,Female,763.0,Employed
40.0,108672.56,7524.57,Yes,PhD,Female,654.0,Employed
43.0,45117.2,17708.48,Yes,Bachelors,Male,703.0,Employed
28.0,99526.29,17745.96,Yes,PhD,Male,745.0,Employed
54.0,101445.19,8626.38,Yes,Bachelors,Female,737.0,Self-Employed
58.0,95540.86,15409.98,Yes,Bachelors,Male,761.0,Employed
42.0,74695.95,8279.83,Yes,High School,Female,722.0,Unemployed
54.0,63235.89,13190.6,Yes,Bachelors,Female,648.0,Employed
32.0,95521.35,11655.9,No,Bachelors,Male,735.0,Unemployed
30.0,54170.74,17401.06,No,Masters,Male,630.0,Employed
38.0,75414.15,6903.46,Yes,High School,Male,635.0,Self-Employed
42.0,69125.04,19915.44,Yes,Bachelors,Female,747.0,Unemployed
34.0,52171.66,21138.82,Yes,Masters,Female,674.0,Employed
43.0,75560.94,14278.92,Yes,Masters,Female,699.0,Self-Employed
41.0,84836.77,8272.51,Yes,Bachelors,Male,745.0,Employed
28.0,51383.44,4532.86,Yes,Masters,Female,693.0,Unemployed
43.0,79202.4,20476.34,No,Bachelors,Male,741.0,Employed
47.0,25419.44,24919.54,Yes,Masters,Female,780.0,Self-Employed
40.0,49016.89,15217.77,Yes,Masters,Male,678.0,Employed
50.0,60853.09,9186.25,No,Masters,Male,692.0,Employed
26.0,77146.74,9524.23,No,PhD,Female,752.0,Employed
43.0,87386.29,20908.08,Yes,Bachelors,Male,698.0,Employed
26.0,71656.46,15844.72,No,Bachelors,Female,751.0,Employed
,81331.91,10153.5,Yes,Bachelors,Male,746.0,Employed
32.0,66788.36,26495.95,Yes,Bachelors,Male,704.0,Employed
29.0,78094.96,20227.06,Yes,High School,Male,786.0,Employed
33.0,77038.18,17747.35,Yes,High School,Male,660.0,Unemployed
36.0,59819.59,12210.14,Yes,High School,Male,751.0,Self-Employed
46.0,62892.4,21194.91,No,Bachelors,Female,614.0,Employed
35.0,82002.54,19409.44,Yes,Masters,Female,725.0,Employed
22.0,106241.76,14467.54,Yes,PhD,Male,,Employed
49.0,94136.37,20441.76,No,Masters,Male,660.0,Employed
30.0,47417.68,,Yes,Bachelors,Male,797.0,Self-Employed
37.0,47488.37,16369.72,Yes,Masters,Male,665.0,Self-Employed
42.0,59287.37,9265.62,Yes,Bachelors,Female,703.0,Self-Employed
40.0,71978.43,9893.23,Yes,Bachelors,Male,779.0,Self-Employed
49.0,70965.13,7076.09,Yes,Bachelors,Female,731.0,Employed
43.0,94805.61,21623.06,Yes,High School,Male,701.0,Self-Employed
29.0,95902.27,7696.0,Yes,PhD,Female,690.0,Employed
60.0,70113.31,15170.51,Yes,Bachelors,Female,721.0,Employed
40.0,65446.07,7045.44,Yes,Bachelors,Male,701.0,Self-Employed
37.0,80334.93,23418.25,Yes,Bachelors,Male,726.0,Employed
48.0,91264.03,9187.37,No,Bachelors,Female,688.0,Employed
40.0,81048.74,16613.92,No,Bachelors,Male,764.0,Employed
42.0,61369.08,7160.23,Yes,High School,Female,688.0,Unemployed
63.0,57754.92,19354.0,Yes,Bachelors,Female,645.0,Employed
35.0,47787.93,20423.83,Yes,High School,Female,861.0,Employed
35.0,73869.74,15087.92,Yes,Masters,Female,770.0,Employed
39.0,82462.4,14670.98,Yes,Bachelors,Male,686.0,Employed
49.0,84696.9,19054.8,Yes,Bachelors,Female,676.0,Employed
23.0,93035.21,11951.98,Yes,Bachelors,Male,754.0,Employed
18.0,99606.19,20444.31,Yes,Masters,Female,688.0,Employed
32.0,42500.69,16482.64,No,Masters,Female,772.0,Employed
22.0,78095.25,7134.82,Yes,Masters,Female,746.0,Employed
34.0,78785.19,24233.45,Yes,Masters,Female,735.0,Employed
43.0,,15920.06,No,High School,Female,729.0,Employed
29.0,53433.11,13309.01,No,High School,Male,793.0,Self-Employed
24.0,98892.6,,Yes,High School,Female,710.0,Self-Employed
39.0,58227.99,11408.03,No,Bachelors,Female,727.0,Unemployed
47.0,26148.62,14235.57,Yes,Bachelors,Male,,Employed
21.0,70401.45,18946.67,Yes,PhD,Male,750.0,Employed
46.0,65242.73,18438.48,Yes,PhD,Male,677.0,Employed
46.0,107153.95,18098.47,Yes,High School,Male,781.0,Employed
48.0,79793.88,11994.84,Yes,Bachelors,Female,786.0,Employed
50.0,63894.75,10696.0,No,Bachelors,Male,637.0,Self-Employed
60.0,66062.9,16939.46,Yes,Bachelors,Male,771.0,Unemployed
34.0,65831.93,18853.9,Yes,Bachelors,Female,658.0,Self-Employed
39.0,114342.67,11336.98,Yes,PhD,Male,698.0,Employed
34.0,83509.68,13861.05,No,Masters,Male,719.0,Self-Employed
38.0,41856.8,16962.42,No,High School,Male,697.0,Employed
53.0,65111.2,14521.24,No,Bachelors,Female,702.0,Unemployed
25.0,69527.35,,Yes,High School,Male,760.0,Unemployed
29.0,47848.64,8460.25,Yes,Masters,Female,774.0,Employed
52.0,34340.89,7735.06,Yes,Masters,Male,714.0,Unemployed
48.0,81911.27,20479.34,Yes,Bachelors,Female,720.0,Employed
34.0,53907.34,18085.54,No,Bachelors,Female,752.0,Unemployed
47.0,94975.43,15452.66,No,Masters,Female,667.0,Unemployed
41.0,70163.89,13330.52,Yes,High School,Male,722.0,Unemployed
53.0,60514.62,17353.34,Yes,Masters,Female,709.0,Self-Employed
39.0,21665.33,15944.29,Yes,Bachelors,Male,734.0,Employed
48.0,94446.36,16497.27,No,Bachelors,Male,662.0,Self-Employed
64.0,75870.54,14662.01,Yes,Bachelors,Male,738.0,Employed
44.0,61036.11,17675.42,Yes,High School,Male,734.0,Employed
38.0,52194.17,19591.74,No,PhD,Male,819.0,Self-Employed
45.0,101981.82,19519.73,Yes,High School,Female,655.0,Employed
34.0,48715.61,17286.29,Yes,Masters,Female,836.0,Employed
62.0,62627.05,14981.56,Yes,Bachelors,Male,816.0,Employed
40.0,81394.9,17222.57,Yes,Bachelors,Female,784.0,Self-Employed
35.0,99015.33,20975.22,No,PhD,Female,695.0,Employed
30.0,65673.61,14227.58,Yes,Masters,Male,769.0,Employed
49.0,55303.66,13637.67,No,Masters,Male,634.0,Self-Employed
47.0,67865.22,17467.88,Yes,Bachelors,Male,618.0,Employed
33.0,88089.41,18691.56,Yes,PhD,Male,691.0,Employed
44.0,92587.9,14497.52,Yes,PhD,Male,671.0,Self-Employed
23.0,42496.82,17252.55,Yes,High School,Female,622.0,Self-Employed
40.0,72298.8,10798.4,Yes,Bachelors,Female,801.0,Employed
43.0,41314.69,14945.18,Yes,Bachelors,Male,684.0,Employed
55.0,87684.34,22764.68,Yes,Bachelors,Male,743.0,Unemployed
30.0,78447.68,18038.62,Yes,Masters,Female,861.0,Employed
25.0,51576.29,11764.83,Yes,High School,Female,714.0,Employed
29.0,100682.91,12434.29,Yes,Bachelors,Female,656.0,Self-Employed
25.0,76700.27,8782.5,Yes,PhD,Male,813.0,Self-Employed
51.0,74503.85,23117.47,No,Bachelors,Female,713.0,Self-Employed
53.0,,10027.08,No,PhD,Male,762.0,Employed
41.0,69839.24,2354.86,Yes,Bachelors,Female,584.0,Employed
50.0,62370.35,7967.15,Yes,Bachelors,Male,735.0,Employed
39.0,55175.83,15265.04,Yes,Bachelors,Male,717.0,Employed
37.0,94582.61,11414.92,Yes,Bachelors,Male,702.0,Employed
35.0,60145.15,15646.77,Yes,Bachelors,Male,768.0,Self-Employed
35.0,59471.84,16707.56,No,Bachelors,Female,686.0,Employed
23.0,67414.12,11880.08,Yes,High School,Male,706.0,Employed
41.0,98490.29,10401.46,Yes,High School,Male,725.0,Employed
38.0,92623.32,19554.37,Yes,Masters,Female,763.0,Employed
45.0,62103.03,16492.03,Yes,Masters,Female,708.0,Employed
39.0,94535.71,1619.74,Yes,Bachelors,Female,712.0,Self-Employed
36.0,72162.4,7313.96,Yes,Masters,Female,712.0,Employed
29.0,53131.49,6036.05,Yes,PhD,Female,711.0,Employed
39.0,60477.41,14202.59,No,Masters,Male,654.0,Self-Employed
45.0,97465.08,16014.09,Yes,PhD,Male,758.0,Employed
27.0,111656.91,14142.51,Yes,Bachelors,Male,761.0,Employed
39.0,76396.34,11857.94,No,High School,Female,639.0,Employed
40.0,58669.26,20109.68,Yes,Bachelors,Female,697.0,Employed
31.0,67501.65,16602.44,Yes,Bachelors,Male,786.0,Employed
32.0,54751.12,10439.4,Yes,High School,Female,725.0,Employed
40.0,57664.73,10764.2,Yes,High School,Female,704.0,Employed
27.0,55699.04,11189.14,No,Bachelors,Male,664.0,Employed
41.0,68413.13,13262.87,Yes,PhD,Male,783.0,Employed
29.0,72413.62,15175.92,Yes,Masters,Female,685.0,Employed
49.0,67036.78,17066.93,Yes,Bachelors,Male,754.0,Self-Employed
61.0,65573.54,10883.36,Yes,High School,Male,816.0,Employed
29.0,85209.83,8218.18,Yes,Bachelors,Male,726.0,Employed
43.0,65415.82,16967.46,No,Masters,Female,791.0,Self-Employed
31.0,,19144.53,Yes,Bachelors,Male,,Self-Employed
48.0,66468.79,23550.78,Yes,High School,Female,771.0,Employed
25.0,100865.75,17023.74,No,Masters,Male,707.0,Unemployed
43.0,60175.71,11350.33,Yes,Bachelors,Male,676.0,Employed
29.0,81925.92,18053.31,No,Masters,Female,697.0,Unemployed
36.0,,14245.83,Yes,Masters,Male,702.0,Employed
28.0,76998.9,8273.87,Yes,Bachelors,Female,733.0,Self-Employed
46.0,80924.66,14757.69,No,Masters,Female,756.0,Employed
30.0,91685.19,16413.07,Yes,Masters,Female,642.0,Employed
44.0,62314.64,22167.89,Yes,High School,Male,728.0,Employed
35.0,47720.75,15356.73,Yes,Bachelors,Female,736.0,Employed
37.0,54320.29,10923.32,No,Bachelors,Male,723.0,Employed
39.0,89290.83,5565.44,Yes,High School,Female,668.0,Self-Employed
30.0,111635.03,8854.56,No,Bachelors,Female,741.0,Self-Employed
40.0,86689.07,10148.86,No,Masters,Male,739.0,Employed
53.0,44757.21,23331.26,Yes,Bachelors,Female,761.0,Self-Employed
30.0,86013.06,14045.12,No,Bachelors,Male,709.0,Self-Employed
50.0,51124.18,14552.0,No,Masters,Male,735.0,Self-Employed
53.0,63017.15,20505.95,No,PhD,Male,748.0,Employed
30.0,73744.62,18013.19,Yes,High School,Female,722.0,Employed
,77107.38,13689.6,No,Bachelors,Female,653.0,Self-Employed
41.0,71308.84,,Yes,PhD,Female,607.0,Employed
33.0,57977.76,11579.95,Yes,Bachelors,Male,,Unemployed
57.0,91199.17,16418.31,Yes,PhD,Female,635.0,Employed
38.0,59448.67,8723.71,No,Masters,Male,733.0,Unemployed
30.0,95090.25,16301.06,No,Bachelors,Male,669.0,Employed
,42812.4,20088.71,Yes,PhD,Female,687.0,Self-Employed
49.0,74310.61,19356.51,Yes,Bachelors,Female,809.0,Employed
32.0,45476.98,19510.73,Yes,Bachelors,Male,700.0,Self-Employed
38.0,53318.35,29438.86,Yes,Bachelors,Female,779.0,Employed
48.0,59739.76,13662.17,No,Bachelors,Male,722.0,Self-Employed
33.0,100412.11,10481.27,Yes,Masters,Female,648.0,Employed
38.0,96160.49,17280.22,Yes,Bachelors,Male,718.0,Employed
38.0,87484.98,10598.34,No,High School,Female,604.0,Employed
45.0,70665.72,9335.45,No,Bachelors,Male,731.0,Employed
44.0,73761.18,13737.99,Yes,Bachelors,Male,673.0,Employed
36.0,95329.58,24901.39,Yes,Bachelors,Female,719.0,Employed
39.0,84026.11,18445.17,No,Bachelors,Female,687.0,Unemployed
34.0,70360.17,16902.47,Yes,Masters,Female,779.0,Employed
23.0,99733.43,6636.1,Yes,Bachelors,Female,722.0,Unemployed
41.0,86290.59,11885.39,No,Masters,Female,704.0,Employed
57.0,74848.4,22162.8,Yes,High School,Male,695.0,Employed
29.0,60820.46,13650.16,Yes,Bachelors,Male,731.0,Employed
30.0,59015.15,25974.7,Yes,PhD,Female,701.0,Employed
29.0,63276.49,17240.24,Yes,Masters,Female,604.0,Employed
45.0,79139.82,14247.67,Yes,Bachelors,Male,693.0,Self-Employed
42.0,86715.66,13430.12,No,Bachelors,Female,1100.0,Self-Employed
36.0,41114.16,14674.75,Yes,Masters,Female,682.0,Employed
29.0,31068.03,7740.9,Yes,PhD,Male,732.0,Employed
39.0,50970.2,19865.31,Yes,PhD,Female,1100.0,Employed
22.0,61846.47,17208.49,Yes,Masters,Female,610.0,Employed
39.0,93918.94,13719.04,Yes,Bachelors,Male,684.0,Self-Employed
47.0,64391.64,14442.45,Yes,Bachelors,Male,786.0,Self-Employed
,75095.47,19048.95,Yes,Masters,Female,747.0,Unemployed
23.0,78358.09,25148.83,Yes,Masters,Female,751.0,Employed
54.0,49528.58,22657.86,Yes,PhD,Female,769.0,Employed
32.0,99197.78,15928.78,Yes,Bachelors,Female,708.0,Self-Employed
,56703.88,10886.95,Yes,Masters,Female,692.0,Employed
36.0,101195.83,7333.45,Yes,Bachelors,Male,762.0,Employed
36.0,67476.48,15613.47,Yes,Masters,Male,776.0,Employed
42.0,63249.93,11083.81,Yes,High School,Female,782.0,Employed
29.0,47784.22,15775.99,Yes,Masters,Female,688.0,Employed
39.0,73945.71,16453.24,Yes,Masters,Male,753.0,Employed
34.0,115087.65,18584.63,Yes,Masters,Female,714.0,Employed
25.0,78271.77,9142.35,Yes,High School,Female,755.0,Employed
41.0,75408.74,10564.33,Yes,Bachelors,Female,715.0,Employed
35.0,56667.93,13429.06,Yes,PhD,Male,719.0,Employed
36.0,81839.67,16302.5,Yes,Masters,Female,760.0,Employed
26.0,73152.36,16007.92,Yes,Bachelors,Male,704.0,Employed
54.0,68743.31,27890.36,Yes,Masters,Female,701.0,Employed
47.0,79895.9,3703.69,Yes,Masters,Female,773.0,Unemployed
48.0,33683.08,20551.17,Yes,Bachelors,Female,741.0,Employed
35.0,67989.51,20293.6,No,Bachelors,Female,671.0,Employed
21.0,46059.44,10423.51,Yes,Bachelors,Female,778.0,Employed
58.0,70577.97,12638.39,No,Bachelors,Female,793.0,Employed
37.0,55516.01,23807.87,Yes,Bachelors,Male,735.0,Employed
31.0,56883.2,11889.17,Yes,Masters,Female,704.0,Employed
42.0,43331.17,11972.25,Yes,Bachelors,Female,801.0,Employed
50.0,92313.3,15599.67,Yes,Masters,Female,797.0,Self-Employed
38.0,56445.07,17561.73,No,High School,Female,676.0,Employed
51.0,57515.23,19987.8,No,High School,Male,707.0,Employed
49.0,100612.3,20203.41,Yes,Bachelors,Female,717.0,Employed
27.0,81359.15,18909.25,Yes,Masters,Male,802.0,Self-Employed
31.0,29307.22,5459.91,Yes,Bachelors,Male,,Employed
48.0,97707.2,14793.28,Yes,Masters,Male,704.0,Self-Employed
11.0,102957.81,18324.35,No,High School,Male,720.0,Employed
37.0,101087.52,18423.76,No,Bachelors,Female,715.0,Employed
24.0,83363.78,11450.16,Yes,Bachelors,Male,,Employed
33.0,47965.8,9886.61,Yes,Bachelors,Female,746.0,Employed
35.0,69015.49,9542.21,Yes,Masters,Female,743.0,Unemployed
34.0,41031.09,17327.64,No,Masters,Male,750.0,Employed
32.0,52679.68,20036.28,Yes,Masters,Male,731.0,Employed
27.0,47782.27,15709.37,Yes,Masters,Male,666.0,Unemployed
61.0,57459.39,9650.37,Yes,Bachelors,Female,688.0,Employed
57.0,73279.08,15898.02,Yes,Masters,Female,,Employed
26.0,61101.76,10240.58,No,Bachelors,Male,765.0,Unemployed
54.0,60242.76,11315.07,Yes,Masters,Male,734.0,Employed
34.0,64182.11,13156.92,No,Masters,Male,658.0,Employed
39.0,99989.45,11007.39,Yes,Masters,Female,619.0,Unemployed
37.0,113275.11,9348.91,Yes,PhD,Male,718.0,Self-Employed
31.0,60986.08,22746.86,Yes,Masters,Female,740.0,Employed
48.0,76721.48,5560.74,Yes,Bachelors,Female,760.0,Employed
39.0,53174.44,12042.1,Yes,High School,Male,808.0,Unemployed
33.0,85353.03,13921.09,Yes,High School,Male,776.0,Employed
25.0,60471.0,21139.81,Yes,Bachelors,Female,751.0,Employed
29.0,55777.9,16473.34,No,High School,Male,693.0,Employed
22.0,110031.75,13592.28,Yes,Masters,Male,792.0,Employed
38.0,42878.62,11294.04,Yes,High School,Male,666.0,Employed
26.0,20943.45,20736.36,Yes,Masters,Female,775.0,Unemployed
35.0,84696.6,10966.88,Yes,Bachelors,Male,814.0,Employed
52.0,62647.43,16055.75,No,Masters,Male,790.0,Employed
50.0,57080.07,14153.03,No,PhD,Male,701.0,Employed
38.0,124633.18,17400.27,Yes,High School,Male,638.0,Employed
37.0,84604.53,22855.54,No,Masters,Male,683.0,Employed
57.0,68829.72,18527.47,No,Bachelors,Female,722.0,Unemployed
43.0,55841.37,14355.42,Yes,Bachelors,Female,706.0,Employed
35.0,78915.76,23378.53,No,Bachelors,Female,732.0,Employed
24.0,35342.95,22899.07,Yes,Bachelors,Male,,Employed
42.0,59677.97,,Yes,Bachelors,Male,760.0,Employed
46.0,69258.02,16410.18,Yes,Masters,Male,689.0,Employed
32.0,74269.84,11144.45,Yes,Masters,Male,720.0,Employed
41.0,67151.37,3169.8,Yes,Masters,Male,696.0,Employed
34.0,56135.78,,No,Bachelors,Male,757.0,Self-Employed
36.0,88413.24,18869.97,No,Bachelors,Female,692.0,Unemployed
13.0,36966.93,8314.41,Yes,Bachelors,Male,634.0,Employed
36.0,64441.52,17077.42,Yes,Bachelors,Male,748.0,Employed
48.0,59641.39,12772.83,Yes,Masters,Female,640.0,Employed
32.0,90236.86,17551.25,No,Bachelors,Female,711.0,Employed
,60822.34,,Yes,Masters,Male,774.0,Self-Employed
30.0,78753.27,11369.73,Yes,Bachelors,Male,749.0,Employed
42.0,76660.94,14694.57,Yes,High School,Female,721.0,Employed
36.0,33297.63,9118.07,Yes,Bachelors,Male,723.0,Self-Employed
29.0,68687.05,19807.82,Yes,PhD,Male,667.0,Employed
51.0,35145.28,15101.21,No,Bachelors,Male,740.0,Self-Employed
47.0,77025.7,9277.1,Yes,Bachelors,Male,745.0,Self-Employed
32.0,55393.57,11922.1,Yes,PhD,Female,731.0,Employed
43.0,93733.39,17951.12,No,Bachelors,Female,720.0,Self-Employed
43.0,66384.64,13492.83,No,Bachelors,Female,713.0,Employed
44.0,54598.87,18549.59,No,PhD,Female,760.0,Employed
21.0,93997.18,10024.39,Yes,Bachelors,Female,689.0,Employed
48.0,52562.2,13601.42,No,Bachelors,Female,653.0,Unemployed
32.0,87893.9,14638.99,Yes,High School,Female,765.0,Employed
34.0,79350.57,26134.53,Yes,Bachelors,Male,654.0,Employed
64.0,62691.37,11360.24,Yes,Bachelors,Male,683.0,Employed
41.0,43280.44,18132.67,Yes,PhD,Female,741.0,Employed
34.0,94833.25,17357.32,No,Bachelors,Female,737.0,Self-Employed
16.0,80009.28,23739.0,Yes,Bachelors,Female,712.0,Unemployed
52.0,54561.04,21797.88,No,Bachelors,Male,790.0,Unemployed
25.0,74892.11,12687.21,Yes,PhD,Male,769.0,Employed
28.0,90123.24,9753.47,Yes,Bachelors,Male,715.0,Employed
35.0,72240.38,7921.25,Yes,Bachelors,Male,692.0,Employed
52.0,74767.98,16179.87,Yes,Bachelors,Female,733.0,Employed
46.0,90640.07,20069.04,Yes,Masters,Female,729.0,Employed
36.0,100745.26,20719.07,Yes,Bachelors,Female,,Employed
41.0,67608.02,13694.53,No,High School,Female,710.0,Employed
32.0,43251.14,15221.87,No,High School,Female,771.0,Employed
39.0,43948.47,22130.25,No,Masters,Female,653.0,Unemployed
39.0,56180.14,11184.02,Yes,Bachelors,Male,738.0,Employed
48.0,51302.17,2623.35,Yes,Masters,Male,685.0,Employed
48.0,36350.62,20765.99,No,Bachelors,Female,720.0,Unemployed
43.0,106956.5,9198.15,Yes,Masters,Female,709.0,Employed
34.0,80561.99,13547.07,No,Bachelors,Female,664.0,Self-Employed
45.0,59524.05,17282.96,Yes,Bachelors,Female,683.0,Self-Employed
37.0,69349.66,12689.1,No,Masters,Female,697.0,Unemployed
27.0,34272.02,20401.69,Yes,Bachelors,Male,807.0,Employed
34.0,93146.44,28356.64,Yes,Masters,Female,693.0,Employed
39.0,31007.79,10964.78,Yes,Bachelors,Female,625.0,Self-Employed
47.0,80200.56,15669.46,Yes,Masters,Female,683.0,Employed
36.0,33231.56,15024.94,No,Masters,Male,632.0,Employed
26.0,61719.84,16564.02,Yes,High School,Male,668.0,Employed
39.0,94853.78,11982.99,Yes,PhD,Male,598.0,Employed
39.0,37320.96,11749.07,Yes,Bachelors,Male,689.0,Employed
40.0,67025.82,11867.41,Yes,Masters,Female,739.0,Employed
47.0,82555.41,12692.69,No,Masters,Male,699.0,Self-Employed
48.0,79283.39,12771.76,Yes,Bachelors,Female,702.0,Employed
32.0,71403.72,2473.91,No,Masters,Male,848.0,Employed
32.0,79915.27,15443.07,Yes,Bachelors,Male,690.0,Employed
28.0,57783.52,13494.03,Yes,Masters,Male,731.0,Employed
45.0,108655.92,11407.79,Yes,Bachelors,Male,725.0,Employed
52.0,37787.64,15465.18,Yes,Masters,Male,733.0,Employed
35.0,93241.41,14972.53,Yes,Bachelors,Female,690.0,Employed
36.0,73789.89,13011.64,Yes,High School,Female,758.0,Employed
53.0,82342.18,15043.86,Yes,High School,Female,779.0,Self-Employed
43.0,85890.92,12090.53,No,Masters,Female,723.0,Employed
42.0,81112.57,9155.02,Yes,Masters,Male,778.0,Unemployed
26.0,53779.56,24805.42,No,High School,Male,747.0,Self-Employed
45.0,64274.61,12520.31,Yes,Bachelors,Female,728.0,Employed
29.0,40968.21,16327.71,Yes,Bachelors,Female,668.0,Employed
27.0,64030.09,27982.3,Yes,Bachelors,Female,714.0,Employed
35.0,76450.38,12931.51,Yes,Masters,Female,770.0,Employed
32.0,82142.57,17301.0,Yes,Bachelors,Female,701.0,Employed
36.0,77828.69,26633.46,Yes,Bachelors,Female,724.0,Employed
24.0,34898.21,6750.22,No,Bachelors,Female,666.0,Unemployed
48.0,58756.52,21669.11,Yes,Bachelors,Female,739.0,Self-Employed
49.0,56755.01,16110.62,Yes,Masters,Female,743.0,Employed
19.0,43796.64,12474.1,Yes,Masters,Female,837.0,Employed
48.0,53281.33,15242.39,Yes,Masters,Male,732.0,Self-Employed
30.0,70025.58,13190.82,Yes,Bachelors,Male,735.0,Self-Employed
47.0,98275.77,22881.26,No,High School,Female,712.0,Employed
37.0,50938.71,14919.95,Yes,Bachelors,Female,716.0,Employed
38.0,47422.71,18489.1,Yes,Masters,Female,705.0,Employed
36.0,58010.55,12355.47,Yes,Masters,Female,788.0,Employed
50.0,76749.33,16461.86,No,High School,Female,694.0,Self-Employed
26.0,94474.16,13085.96,Yes,Bachelors,Female,,Self-Employed
44.0,68269.82,7900.41,Yes,Bachelors,Male,716.0,Employed
49.0,41082.43,21542.04,No,Bachelors,Male,678.0,Employed
45.0,45338.34,16740.62,Yes,Masters,Female,692.0,Unemployed
61.0,73765.63,18856.12,Yes,Bachelors,Male,685.0,Employed
,89905.09,11357.9,Yes,High School,Female,693.0,Unemployed
48.0,106314.84,20923.57,Yes,Masters,Female,660.0,Employed
37.0,46351.98,17339.16,Yes,High School,Male,683.0,Employed
50.0,72795.49,15751.16,No,Bachelors,Male,596.0,Employed
38.0,49403.1,20146.35,Yes,High School,Male,725.0,Self-Employed
34.0,52027.47,13353.76,Yes,Bachelors,Female,692.0,Employed
51.0,50333.77,,Yes,Masters,Female,709.0,Employed
33.0,63314.78,11688.74,No,High School,Male,679.0,Employed
24.0,52354.42,15166.37,Yes,PhD,Male,788.0,Employed
33.0,119576.92,10317.5,No,Bachelors,Female,626.0,Employed
44.0,60806.48,9258.91,Yes,Masters,Male,767.0,Self-Employed
52.0,89755.56,12671.2,No,Masters,Male,641.0,Employed
39.0,56809.45,14195.56,Yes,Bachelors,Male,683.0,Employed
,114664.81,17758.89,Yes,Masters,Male,738.0,Self-Employed
24.0,76781.3,11784.76,Yes,Bachelors,Female,817.0,Self-Employed
34.0,86738.63,17934.54,No,Bachelors,Female,759.0,Employed
35.0,58178.45,13400.26,Yes,Bachelors,Male,591.0,Unemployed
37.0,,12529.65,Yes,Bachelors,Male,,Self-Employed
39.0,76697.78,18147.21,No,PhD,Male,680.0,Employed
45.0,62420.45,12277.81,Yes,High School,Female,840.0,Employed
34.0,48402.17,24126.02,Yes,High School,Male,736.0,Employed
39.0,65249.13,17161.66,Yes,Masters,Male,768.0,Employed
38.0,,8162.02,Yes,PhD,Male,676.0,Employed
29.0,87380.57,14404.04,Yes,Bachelors,Male,673.0,Employed
37.0,65355.02,11763.94,No,Masters,Male,718.0,Employed
37.0,31569.13,6793.53,Yes,Bachelors,Female,682.0,Employed
36.0,82923.6,20289.4,Yes,Masters,Female,736.0,Employed
38.0,95863.33,20404.51,Yes,Bachelors,Female,,Self-Employed
39.0,36678.65,11376.18,Yes,Bachelors,Male,719.0,Employed
,106094.61,18553.11,Yes,PhD,Male,768.0,Self-Employed
51.0,97933.04,19384.83,Yes,Bachelors,Male,722.0,Unemployed
,57382.39,14936.77,Yes,High School,Female,707.0,Employed
31.0,47656.81,19761.4,No,Bachelors,Female,685.0,Employed
,91059.55,16472.57,Yes,Bachelors,Female,694.0,Employed
28.0,42607.02,20727.22,Yes,High School,Female,755.0,Self-Employed
24.0,56633.19,9137.64,Yes,High School,Female,713.0,Employed
45.0,43697.41,15739.84,Yes,High School,Female,672.0,Employed
17.0,70118.16,16007.66,Yes,High School,Male,700.0,Self-Employed
36.0,99303.7,9217.56,Yes,Bachelors,Female,762.0,Employed
59.0,77498.34,9695.75,Yes,High School,Male,704.0,Self-Employed
23.0,90361.49,7079.75,Yes,Masters,Female,592.0,Self-Employed
18.0,62963.95,15226.01,No,Masters,Female,765.0,Self-Employed
23.0,71946.06,12798.28,Yes,PhD,Female,708.0,Self-Employed
47.0,45471.24,8546.18,Yes,PhD,Male,760.0,Employed
49.0,68062.28,21086.29,Yes,PhD,Female,700.0,Employed
33.0,55080.6,17001.52,Yes,Bachelors,Male,744.0,Employed
45.0,66794.59,11377.25,Yes,Masters,Male,749.0,Employed
52.0,65419.76,16016.21,Yes,Masters,Female,683.0,Unemployed
56.0,63711.2,13810.09,Yes,Masters,Male,653.0,Employed
36.0,112151.14,7188.07,Yes,Bachelors,Male,663.0,Self-Employed
15.0,105350.89,16369.32,Yes,Masters,Female,730.0,Unemployed
30.0,98322.85,23199.29,No,PhD,Male,712.0,Employed
34.0,105901.18,22060.04,No,High School,Male,719.0,Self-Employed
35.0,98386.05,,No,Bachelors,Female,741.0,Employed
36.0,69552.45,12820.05,No,Bachelors,Male,704.0,Employed
49.0,67501.81,17814.33,Yes,Masters,Female,697.0,Employed
,74708.01,16332.71,No,Masters,Female,679.0,Employed
36.0,65786.3,14306.94,Yes,Bachelors,Male,739.0,Employed
49.0,49199.09,24300.62,Yes,Bachelors,Male,805.0,Employed
42.0,75932.11,13019.47,Yes,Bachelors,Male,695.0,Unemployed
39.0,,19785.59,No,High School,Male,742.0,Employed
47.0,72752.83,15719.29,No,Masters,Male,786.0,Self-Employed
39.0,50104.54,15743.43,No,Masters,Female,686.0,Unemployed
59.0,,6745.37,Yes,Bachelors,Female,808.0,Employed
24.0,73824.07,20507.09,No,High School,Male,673.0,Employed
33.0,62942.93,19183.78,Yes,Bachelors,Female,748.0,Employed
37.0,37189.78,15940.1,Yes,Masters,Male,664.0,Employed
42.0,46239.62,20174.0,Yes,High School,Male,746.0,Employed
51.0,79164.87,17077.73,Yes,High School,Female,687.0,Employed
38.0,58851.16,8512.98,Yes,Bachelors,Male,605.0,Employed
24.0,81217.0,10147.03,No,High School,Male,790.0,Employed
46.0,70194.03,14696.92,Yes,Masters,Female,730.0,Employed
46.0,66043.36,6542.74,Yes,PhD,Female,693.0,Employed
19.0,76952.87,20612.17,Yes,Bachelors,Female,708.0,Employed
38.0,56502.06,13922.25,Yes,High School,Male,710.0,Employed
22.0,78007.9,15684.65,Yes,Bachelors,Male,702.0,Employed
31.0,61609.86,10092.55,Yes,Bachelors,Female,701.0,Employed
29.0,120725.71,18232.49,No,Bachelors,Female,713.0,Self-Employed
46.0,47321.29,14286.43,Yes,PhD,Male,819.0,Employed
39.0,62855.03,13369.59,No,Bachelors,Female,606.0,Employed
25.0,63661.86,,Yes,High School,Male,619.0,Unemployed
47.0,42962.69,21547.16,Yes,Bachelors,Female,742.0,Employed
24.0,84516.25,18748.58,Yes,Masters,Female,591.0,Employed
41.0,61425.52,16045.27,Yes,High School,Female,695.0,Employed
30.0,22404.44,12419.55,Yes,Masters,Male,681.0,Self-Employed
34.0,83902.57,13555.86,Yes,Bachelors,Male,718.0,Unemployed
43.0,57276.62,13326.24,No,Bachelors,Female,689.0,Employed
43.0,67901.97,16960.85,Yes,Bachelors,Female,713.0,Unemployed
51.0,83536.45,14841.36,Yes,PhD,Male,,Self-Employed
37.0,62705.87,14965.99,Yes,High School,Male,657.0,Employed
41.0,62542.07,22704.45,No,Bachelors,Male,707.0,Employed
34.0,119294.04,20718.61,No,PhD,Male,746.0,Unemployed
40.0,26925.09,11094.03,Yes,Masters,Male,752.0,Self-Employed
42.0,44280.69,16484.89,Yes,Masters,Female,729.0,Self-Employed
37.0,48158.78,11121.35,Yes,High School,Female,784.0,Employed
20.0,105780.45,18013.52,Yes,Masters,Male,724.0,Employed
41.0,57107.73,24646.04,Yes,Bachelors,Male,761.0,Self-Employed
42.0,74804.18,13219.7,Yes,Masters,Female,707.0,Employed
31.0,60518.44,18952.99,No,Bachelors,Male,743.0,Employed
25.0,82064.01,23067.79,Yes,Masters,Female,818.0,Employed
53.0,69745.73,14318.84,Yes,PhD,Male,729.0,Unemployed
43.0,75061.98,,No,Masters,Male,780.0,Employed
36.0,95744.93,23574.16,Yes,High School,Male,721.0,Self-Employed
27.0,78805.39,10319.7,No,Bachelors,Female,657.0,Employed
30.0,55298.65,9816.62,Yes,Masters,Male,728.0,Employed
51.0,76241.34,8778.68,Yes,PhD,Male,747.0,Employed
39.0,118373.05,18774.77,Yes,Bachelors,Female,762.0,Employed
32.0,81299.41,9934.31,Yes,Bachelors,Female,686.0,Employed
43.0,73038.19,17799.24,Yes,Bachelors,Male,908.0,Unemployed
30.0,42588.94,21798.07,No,Bachelors,Male,774.0,Employed
53.0,84488.37,11690.61,Yes,Masters,Female,783.0,Employed
52.0,87444.54,11189.58,Yes,Bachelors,Female,,Employed
33.0,76254.46,18349.6,Yes,PhD,Male,678.0,Employed
32.0,,15239.3,Yes,Bachelors,Male,699.0,Employed
12.0,126650.79,3185.51,No,Masters,Female,748.0,Employed
23.0,87108.55,22659.38,Yes,Masters,Male,628.0,Employed
25.0,94800.57,17759.99,Yes,Masters,Female,696.0,Employed
39.0,71337.64,13098.17,Yes,Bachelors,Male,695.0,Self-Employed
35.0,67368.11,12895.65,Yes,High School,Female,750.0,Unemployed
25.0,82641.98,18501.36,No,Bachelors,Male,670.0,Employed
35.0,67349.14,14775.6,Yes,Bachelors,Female,821.0,Employed
43.0,68991.32,15286.24,Yes,Masters,Male,881.0,Employed
43.0,79264.11,15753.55,No,Bachelors,Male,742.0,Employed
19.0,59743.8,10904.75,Yes,Masters,Female,782.0,Unemployed
37.0,74408.18,13196.25,Yes,Bachelors,Male,745.0,Employed
24.0,71601.68,14058.37,Yes,Masters,Male,693.0,Employed
47.0,89340.51,11196.81,Yes,Bachelors,Male,673.0,Employed
46.0,57773.71,16373.62,Yes,Bachelors,Male,737.0,Employed
29.0,1400598.056378007,17421.65,Yes,Masters,Male,686.0,Employed
30.0,63787.3,23432.48,No,Bachelors,Female,771.0,Employed
33.0,77945.72,11195.14,Yes,High School,Female,688.0,Employed
15.0,89282.15,19452.29,No,Masters,Male,731.0,Self-Employed
41.0,56143.14,,Yes,Bachelors,Male,677.0,Self-Employed
35.0,80842.0,19747.94,No,High School,Male,674.0,Employed
48.0,92703.09,12509.65,Yes,Bachelors,Female,792.0,Self-Employed
27.0,85025.01,13453.63,No,High School,Female,697.0,Employed
32.0,54187.3,22589.66,Yes,Bachelors,Female,700.0,Self-Employed
23.0,56335.47,14067.55,Yes,Bachelors,Female,688.0,Employed
28.0,78700.07,14849.36,No,High School,Female,695.0,Self-Employed
26.0,102506.81,12566.46,No,Masters,Female,715.0,Self-Employed
48.0,70283.3,18869.09,No,Bachelors,Male,,Employed
31.0,66693.45,2695.95,No,Bachelors,Female,761.0,Employed
39.0,42607.65,10949.97,Yes,High School,Male,,Employed
34.0,62714.26,10100.52,No,PhD,Male,764.0,Unemployed
25.0,55695.24,22941.92,No,Masters,Female,785.0,Employed
36.0,70543.99,16161.07,Yes,Masters,Male,727.0,Employed
44.0,39743.52,13991.24,Yes,Masters,Male,725.0,Employed
26.0,63428.19,13979.94,Yes,High School,Female,750.0,Self-Employed
46.0,49821.31,8092.19,Yes,Bachelors,Male,654.0,Employed
30.0,88804.59,21780.98,Yes,High School,Female,702.0,Employed
33.0,52816.55,13243.16,Yes,Masters,Female,769.0,Employed
43.0,58553.02,17965.59,Yes,High School,Male,763.0,Unemployed
31.0,75642.53,11717.45,Yes,Bachelors,Male,830.0,Employed
38.0,60925.69,14700.19,Yes,Bachelors,Male,716.0,Employed
35.0,117189.05,10405.64,Yes,Bachelors,Male,781.0,Employed
39.0,88610.3,13759.79,No,Bachelors,Female,717.0,Employed
14.0,70344.13,20203.91,Yes,High School,Female,665.0,Unemployed
20.0,77362.03,15529.11,No,Masters,Male,,Employed
44.0,22891.54,16870.62,Yes,Masters,Male,709.0,Employed
48.0,94634.5,15313.26,Yes,Bachelors,Female,699.0,Employed
29.0,,23155.79,Yes,High School,Male,,Employed
,68536.84,10917.3,No,High School,Male,707.0,Employed
41.0,81316.99,14309.51,Yes,Bachelors,Male,678.0,Self-Employed
45.0,83756.98,15939.54,Yes,Bachelors,Female,819.0,Self-Employed
18.0,61672.55,10020.17,No,Bachelors,Male,765.0,Employed
29.0,77603.24,15632.32,Yes,Masters,Male,662.0,Employed
35.0,90974.49,15148.22,No,High School,Female,690.0,Employed
45.0,79097.95,15569.56,Yes,High School,Male,700.0,Unemployed
63.0,64947.88,15591.48,No,High School,Male,710.0,Unemployed
36.0,75933.02,11642.0,No,Bachelors,Male,678.0,Employed
24.0,97644.78,6877.13,Yes,Masters,Female,714.0,Self-Employed
42.0,85679.52,15915.41,No,Masters,Male,771.0,Self-Employed
51.0,46738.66,10533.11,Yes,High School,Male,702.0,Employed
39.0,81733.68,14537.78,No,Masters,Male,660.0,Employed
29.0,79083.16,11257.79,Yes,Bachelors,Female,619.0,Unemployed
48.0,93282.27,7596.21,Yes,Bachelors,Female,622.0,Employed
45.0,70656.39,16803.17,Yes,Bachelors,Female,734.0,Employed
28.0,62613.19,18501.75,Yes,Bachelors,Female,726.0,Self-Employed
42.0,42636.7,20516.44,No,Bachelors,Male,710.0,Employed
48.0,56108.11,12764.75,No,Bachelors,Male,691.0,Employed
50.0,94158.91,15198.45,Yes,High School,Male,699.0,Employed
37.0,73959.13,16703.12,Yes,Bachelors,Female,733.0,Employed
34.0,68004.24,20106.11,No,PhD,Male,690.0,Employed
50.0,95912.48,6249.64,No,Masters,Male,722.0,Employed
26.0,91792.05,7656.4,Yes,Bachelors,Male,707.0,Employed
42.0,55285.09,21941.43,Yes,Bachelors,Female,725.0,Self-Employed
24.0,94019.93,6574.68,Yes,Bachelors,Female,611.0,Self-Employed
49.0,36828.38,19586.85,Yes,High School,Male,760.0,Unemployed
35.0,79190.9,21655.06,Yes,Masters,Female,734.0,Employed
51.0,76826.17,19017.01,No,High School,Female,696.0,Employed
43.0,92995.64,9983.88,Yes,High School,Male,704.0,Employed
26.0,77620.23,10540.96,No,Masters,Male,746.0,Employed
52.0,65108.8,14712.08,Yes,Masters,Female,714.0,Self-Employed
54.0,66688.75,23757.5,Yes,Masters,Male,750.0,Employed
47.0,123864.98,,Yes,Masters,Female,726.0,Self-Employed
30.0,71652.81,16494.67,Yes,Bachelors,Male,767.0,Employed
35.0,81941.51,7028.06,Yes,Bachelors,Female,672.0,Self-Employed
,29576.76,15811.55,Yes,Masters,Female,726.0,Self-Employed
31.0,53452.86,13961.25,No,Masters,Female,631.0,Employed
55.0,80375.36,15113.73,Yes,High School,Male,672.0,Self-Employed
39.0,37709.55,6717.85,Yes,Bachelors,Male,652.0,Employed
11.0,80987.98,16219.18,Yes,Bachelors,Male,712.0,Employed
41.0,55497.49,7483.44,Yes,Bachelors,Male,703.0,Unemployed
35.0,49322.97,2350.09,Yes,Masters,Female,689.0,Employed
37.0,55423.27,16122.01,Yes,Masters,Male,653.0,Employed
34.0,100550.78,24593.13,No,Masters,Female,637.0,Unemployed
,76668.36,10821.82,Yes,PhD,Female,663.0,Self-Employed
49.0,51791.27,12636.09,Yes,PhD,Female,764.0,Employed
41.0,85506.8,19478.75,No,Bachelors,Female,721.0,Self-Employed
35.0,86594.77,20813.18,Yes,Bachelors,Female,674.0,Employed
38.0,62373.84,15527.61,Yes,Masters,Male,715.0,Self-Employed
38.0,89183.47,11457.92,No,PhD,Male,733.0,Employed
,90134.99,21630.59,Yes,Bachelors,Female,725.0,Employed
44.0,87026.64,8848.71,Yes,Bachelors,Female,693.0,Self-Employed
43.0,56524.96,12394.18,Yes,Masters,Male,693.0,Employed
53.0,46418.96,17941.4,Yes,High School,Male,697.0,Employed
51.0,36142.65,7156.57,Yes,Masters,Female,780.0,Self-Employed
31.0,56889.71,16941.68,Yes,Masters,Male,750.0,Employed
46.0,62643.78,20693.1,Yes,High School,Male,784.0,Employed
28.0,64271.28,23382.7,Yes,Bachelors,Male,726.0,Employed
45.0,69055.93,13049.66,Yes,PhD,Male,671.0,Employed
33.0,104659.77,12799.27,No,High School,Female,785.0,Employed
28.0,63208.46,18574.8,Yes,Masters,Female,704.0,Employed
41.0,69024.52,11910.98,Yes,Masters,Male,664.0,Self-Employed
11.0,33648.16,13456.33,No,PhD,Female,672.0,Employed
20.0,114559.43,16610.52,No,Bachelors,Male,754.0,Unemployed
36.0,43681.85,16861.5,Yes,Masters,Male,727.0,Self-Employed
39.0,55862.91,5464.42,Yes,PhD,Female,684.0,Employed
34.0,83914.44,9167.96,Yes,Masters,Male,683.0,Employed
22.0,74923.85,5834.93,No,PhD,Male,855.0,Employed
30.0,102863.73,6661.13,Yes,High School,Female,742.0,Unemployed
,84400.27,9406.45,Yes,Masters,Female,711.0,Employed
44.0,68374.32,13888.68,No,PhD,Male,743.0,Unemployed
38.0,90881.68,14372.64,No,Bachelors,Male,625.0,Employed
50.0,1400598.056378007,4241.21,Yes,Bachelors,Male,672.0,Employed
42.0,56796.82,,Yes,High School,Male,679.0,Employed
31.0,89260.59,7408.98,No,High School,Male,786.0,Employed
35.0,65554.78,13998.85,No,Masters,Female,621.0,Employed
24.0,67930.44,11718.7,Yes,Masters,Female,673.0,Employed
37.0,72858.67,21292.67,Yes,High School,Female,,Self-Employed
49.0,62384.38,14302.67,Yes,Bachelors,Female,697.0,Employed
45.0,61308.18,11965.02,Yes,Bachelors,Female,671.0,Self-Employed
52.0,89694.42,13688.55,No,Masters,Female,706.0,Employed
35.0,39421.22,11781.8,Yes,PhD,Female,801.0,Employed
51.0,48767.46,21707.21,Yes,PhD,Female,763.0,Employed
36.0,83494.68,13323.77,Yes,High School,Female,637.0,Employed
53.0,68542.01,17280.24,No,High School,Female,724.0,Unemployed
38.0,89830.25,18948.33,Yes,High School,Female,632.0,Employed
45.0,77158.65,11695.12,Yes,Bachelors,Male,733.0,Self-Employed
53.0,43325.91,5981.81,No,Bachelors,Male,766.0,Employed
36.0,71256.69,12596.46,No,Masters,Female,652.0,Employed
40.0,80690.96,18186.5,Yes,High School,Male,739.0,Employed
51.0,74680.79,6522.57,Yes,PhD,Female,796.0,Employed
37.0,60634.52,16264.04,Yes,Masters,Female,611.0,Self-Employed
25.0,64521.19,19198.66,Yes,High School,Male,725.0,Employed
59.0,58798.3,21958.07,Yes,Bachelors,Male,727.0,Employed
33.0,43496.06,18389.11,Yes,Bachelors,Female,715.0,Employed
40.0,40745.21,16463.51,Yes,Bachelors,Male,667.0,Employed
50.0,77800.42,15930.4,Yes,Bachelors,Female,735.0,Self-Employed
32.0,52570.83,8960.43,Yes,Bachelors,Female,700.0,Employed
28.0,81511.97,,No,Bachelors,Female,732.0,Employed
41.0,58098.65,6338.89,No,Masters,Female,684.0,Employed
20.0,43737.03,15359.72,No,PhD,Female,722.0,Employed
35.0,61841.13,17203.61,No,Masters,Male,853.0,Employed
40.0,111887.5,15588.54,No,Bachelors,Female,643.0,Employed
35.0,68087.78,16418.39,Yes,Bachelors,Male,,Employed
23.0,82917.33,18798.33,No,High School,Male,727.0,Employed
54.0,73376.08,8364.43,No,High School,Male,704.0,Self-Employed
39.0,41896.04,15314.23,Yes,High School,Male,710.0,Unemployed
52.0,98979.26,16232.52,Yes,Masters,Female,668.0,Employed
35.0,,12655.44,No,PhD,Female,739.0,Self-Employed
29.0,43789.75,4371.26,No,Bachelors,Female,,Employed
41.0,59755.33,9879.0,Yes,High School,Male,684.0,Employed
36.0,65875.12,12458.66,No,Bachelors,Male,768.0,Employed
26.0,84989.59,15747.99,No,High School,Female,734.0,Employed
53.0,56384.74,15167.29,Yes,Masters,Male,741.0,Self-Employed
32.0,,24616.6,Yes,High School,Female,729.0,Employed
20.0,51256.62,19718.36,Yes,Bachelors,Female,698.0,Self-Employed
51.0,82239.9,14884.9,Yes,PhD,Male,753.0,Self-Employed
33.0,30520.55,15605.9,Yes,Masters,Female,692.0,Employed
32.0,,21353.39,Yes,Bachelors,Female,769.0,Employed
20.0,77344.69,21545.41,Yes,Bachelors,Male,777.0,Employed
55.0,47608.33,16670.47,Yes,Masters,Female,710.0,Employed
25.0,99980.91,23666.56,Yes,High School,Female,667.0,Employed
39.0,78689.53,10510.02,Yes,PhD,Male,719.0,Self-Employed
47.0,63647.19,14855.74,Yes,Masters,Male,776.0,Self-Employed
42.0,78473.55,30831.2,No,High School,Female,695.0,Employed
37.0,58133.72,18551.41,Yes,Bachelors,Male,727.0,Employed
21.0,95027.6,14295.17,Yes,Bachelors,Female,708.0,Employed
30.0,90305.97,15519.68,Yes,High School,Male,,Unemployed
40.0,77467.8,15898.22,Yes,Bachelors,Male,803.0,Employed
30.0,82233.84,23349.69,No,Bachelors,Male,766.0,Employed
40.0,40456.08,19020.99,No,Masters,Male,680.0,Self-Employed
45.0,99338.9,14606.4,Yes,High School,Male,618.0,Employed
48.0,68012.84,6619.85,Yes,PhD,Male,743.0,Employed
26.0,90500.91,11366.53,No,Masters,Female,678.0,Employed
60.0,84996.84,15300.33,Yes,Bachelors,Male,732.0,Employed
46.0,90194.3,14351.97,Yes,Bachelors,Female,708.0,Self-Employed
38.0,49044.74,20479.31,Yes,Bachelors,Female,784.0,Employed
49.0,51590.01,13843.23,Yes,High School,Female,,Self-Employed
62.0,114965.5,19193.35,Yes,Masters,Male,731.0,Employed
,39613.16,7639.63,Yes,Masters,Female,,Self-Employed
36.0,48047.79,12377.58,Yes,High School,Female,779.0,Unemployed
14.0,70864.88,18473.4,Yes,Masters,Male,631.0,Employed
40.0,70899.59,25336.43,Yes,Bachelors,Female,706.0,Unemployed
42.0,59199.64,14289.92,Yes,Bachelors,Female,693.0,Employed
38.0,82321.58,19143.96,Yes,PhD,Female,749.0,Employed
31.0,88041.67,21680.73,Yes,Bachelors,Female,692.0,Employed
18.0,69636.65,19766.01,No,High School,Female,643.0,Employed
42.0,64630.2,18741.37,Yes,PhD,Male,725.0,Unemployed
53.0,69554.76,13230.2,Yes,High School,Female,768.0,Employed
32.0,60052.78,22597.4,Yes,Bachelors,Female,712.0,Unemployed
,36035.26,8409.83,Yes,High School,Female,709.0,Employed
22.0,76018.49,8665.31,Yes,Masters,Male,715.0,Employed
43.0,85316.71,24336.98,Yes,Masters,Female,,Employed
34.0,66921.45,16808.1,No,Bachelors,Male,708.0,Employed
,24698.44,8810.1,No,High School,Male,705.0,Employed
30.0,58565.7,7831.96,No,Bachelors,Male,750.0,Employed
34.0,88114.44,7621.07,Yes,Bachelors,Female,780.0,Self-Employed
42.0,41235.03,25171.78,Yes,Masters,Female,757.0,Self-Employed
25.0,83917.68,14593.78,Yes,PhD,Female,699.0,Employed
34.0,61091.68,12413.47,Yes,High School,Female,627.0,Employed
38.0,69624.5,23143.91,Yes,PhD,Female,709.0,Employed
27.0,56282.01,16256.38,Yes,Bachelors,Female,752.0,Employed
56.0,47288.35,13362.87,Yes,Masters,Male,769.0,Unemployed
29.0,98684.93,20304.37,No,Bachelors,Male,708.0,Employed
31.0,86316.78,17988.54,Yes,PhD,Male,691.0,Employed
28.0,82894.42,18002.29,Yes,Masters,Male,660.0,Employed
56.0,88171.11,13648.91,Yes,Bachelors,Female,761.0,Employed
44.0,80054.3,10523.29,Yes,Masters,Male,644.0,Employed
29.0,88882.63,9947.65,No,Masters,Male,764.0,Employed
49.0,56721.99,,No,Bachelors,Male,691.0,Employed
40.0,97553.74,15037.63,No,High School,Male,662.0,Employed
41.0,95768.62,17414.04,Yes,Masters,Female,790.0,Employed
35.0,77609.64,12875.9,Yes,High School,Female,658.0,Employed
31.0,64240.11,21401.53,Yes,Masters,Male,648.0,Self-Employed
41.0,45529.42,,Yes,High School,Male,819.0,Employed
33.0,74573.16,17090.24,Yes,Bachelors,Male,750.0,Self-Employed
,103698.3,,Yes,High School,Male,740.0,Employed
25.0,46783.26,13784.15,Yes,High School,Female,731.0,Employed
53.0,90361.5,10396.32,Yes,Masters,Male,686.0,Employed
37.0,60571.22,13161.81,Yes,Bachelors,Female,695.0,Unemployed
41.0,62278.04,9648.55,No,Bachelors,Female,807.0,Employed
46.0,46490.82,9995.84,Yes,High School,Female,715.0,Employed
32.0,54950.14,19818.82,Yes,Masters,Female,687.0,Employed
47.0,82935.64,8052.85,Yes,PhD,Female,787.0,Employed
11.0,85422.55,18249.79,No,Bachelors,Female,683.0,Self-Employed
31.0,74717.16,19259.15,Yes,Bachelors,Female,743.0,Employed
29.0,59983.74,18652.07,No,High School,Female,789.0,Employed
25.0,47928.86,14866.85,Yes,PhD,Male,711.0,Unemployed
36.0,71235.17,9539.58,No,Bachelors,Male,611.0,Employed
42.0,62700.91,7273.91,No,Bachelors,Male,764.0,Self-Employed
45.0,74223.63,9099.63,Yes,Bachelors,Male,784.0,Employed
40.0,63575.25,9130.9,Yes,Bachelors,Male,721.0,Employed
31.0,64086.7,16375.0,Yes,Masters,Male,709.0,Unemployed
42.0,73179.21,7922.34,Yes,High School,Male,719.0,Employed
39.0,77043.85,13966.36,No,PhD,Male,725.0,Employed
47.0,94478.43,15200.85,Yes,PhD,Male,,Self-Employed
46.0,63260.23,13484.68,No,Bachelors,Male,808.0,Employed
38.0,80909.89,13647.31,Yes,Bachelors,Male,730.0,Employed
29.0,106072.44,21381.85,Yes,Bachelors,Male,721.0,Employed
31.0,81441.53,17498.56,No,High School,Male,759.0,Employed
33.0,93285.02,18515.22,Yes,Masters,Female,699.0,Self-Employed
35.0,57587.45,13141.94,Yes,Masters,Male,708.0,Employed
41.0,55592.89,18922.63,Yes,PhD,Male,745.0,Employed
45.0,66812.52,16518.51,Yes,Masters,Male,718.0,Employed
37.0,68941.2,16050.88,Yes,PhD,Female,758.0,Self-Employed
38.0,91416.49,13043.18,Yes,Bachelors,Female,704.0,Self-Employed
39.0,55406.32,16183.98,No,Bachelors,Male,741.0,Unemployed
,68227.44,25541.54,Yes,Bachelors,Female,760.0,Employed
29.0,91496.5,18017.83,Yes,Bachelors,Female,771.0,Employed
20.0,74310.87,23545.56,Yes,High School,Male,621.0,Employed
31.0,69783.66,,No,Bachelors,Female,735.0,Self-Employed
43.0,74769.95,15361.5,Yes,High School,Female,762.0,Employed
31.0,47448.95,19104.86,Yes,Bachelors,Female,672.0,Unemployed
36.0,47124.94,16933.4,No,Bachelors,Female,774.0,Employed
43.0,38235.72,17575.1,Yes,High School,Female,731.0,Employed
43.0,74133.64,13056.27,Yes,Bachelors,Male,698.0,Employed
27.0,88377.09,21056.5,No,Masters,Female,741.0,Employed
48.0,85311.73,6996.14,Yes,Bachelors,Female,761.0,Unemployed
49.0,92872.56,14252.03,Yes,Masters,Female,612.0,Self-Employed
27.0,99084.44,15620.99,Yes,Bachelors,Male,801.0,Unemployed
30.0,72892.95,12135.95,Yes,Bachelors,Male,623.0,Employed
50.0,68707.85,15139.69,Yes,Bachelors,Female,665.0,Employed
37.0,99519.29,5176.25,Yes,Masters,Male,791.0,Self-Employed
16.0,55979.7,8518.03,Yes,Masters,Male,766.0,Employed
24.0,46429.35,21351.2,Yes,Bachelors,Female,697.0,Employed
36.0,63222.41,16217.06,Yes,Bachelors,Female,771.0,Employed
26.0,60885.13,13106.0,Yes,PhD,Female,737.0,Employed
34.0,70966.53,19898.79,Yes,Masters,Male,732.0,Self-Employed
38.0,52999.61,21935.92,Yes,Masters,Female,576.0,Employed
53.0,77394.66,24048.64,Yes,Bachelors,Male,,Employed
35.0,58617.76,5565.21,No,Masters,Male,702.0,Employed
49.0,94564.08,21914.35,No,Bachelors,Female,602.0,Employed
52.0,46108.69,9195.17,Yes,Bachelors,Female,759.0,Self-Employed
52.0,67210.54,16508.28,Yes,Bachelors,Female,717.0,Unemployed
41.0,63301.71,18056.64,No,Masters,Female,786.0,Employed
18.0,74617.8,23044.39,Yes,Masters,Male,694.0,Employed
43.0,88534.09,17346.44,No,PhD,Male,649.0,Employed
48.0,75324.22,16394.95,Yes,Bachelors,Female,671.0,Employed
37.0,67428.18,10811.02,Yes,High School,Male,735.0,Self-Employed
55.0,83825.1,6561.72,No,High School,Male,775.0,Employed
47.0,86860.5,10680.56,Yes,Bachelors,Female,721.0,Employed
44.0,75384.0,22033.0,Yes,Bachelors,Male,770.0,Unemployed
49.0,77751.84,15164.06,Yes,Bachelors,Female,720.0,Employed
41.0,82932.71,23306.25,No,High School,Female,752.0,Self-Employed
13.0,37121.47,11412.86,Yes,Masters,Male,806.0,Self-Employed
33.0,62983.9,18926.88,Yes,Bachelors,Male,,Self-Employed
50.0,77524.68,15838.82,Yes,Bachelors,Male,683.0,Self-Employed
30.0,64167.85,21476.29,Yes,Bachelors,Male,733.0,Employed
36.0,64237.06,13883.41,Yes,Bachelors,Female,725.0,Self-Employed
28.0,77498.03,14362.49,Yes,High School,Male,702.0,Employed
56.0,77952.9,21085.59,No,Masters,Male,680.0,Self-Employed
55.0,79341.19,4551.87,Yes,Bachelors,Female,832.0,Self-Employed
29.0,54155.53,14284.32,No,High School,Male,707.0,Employed
39.0,41643.93,6694.62,No,Bachelors,Female,603.0,Employed
31.0,86087.74,14852.69,Yes,PhD,Male,688.0,Employed
44.0,55151.69,12898.01,No,High School,Female,682.0,Employed
43.0,53769.49,18011.25,Yes,High School,Female,708.0,Employed
46.0,51964.97,17331.1,Yes,Bachelors,Female,645.0,Employed
41.0,93020.6,13571.99,Yes,Bachelors,Male,693.0,Unemployed
67.0,74240.54,10191.34,Yes,Bachelors,Female,733.0,Employed
28.0,76850.47,15391.65,Yes,Bachelors,Female,653.0,Employed
21.0,83791.02,21525.22,No,High School,Female,779.0,Employed
,69152.59,10098.61,No,PhD,Female,722.0,Employed
22.0,90253.77,7483.73,Yes,Bachelors,Female,729.0,Self-Employed
23.0,46063.94,5784.1,No,Bachelors,Male,700.0,Employed
28.0,48287.86,7326.79,No,Masters,Female,731.0,Employed
29.0,47184.61,14963.72,Yes,PhD,Male,758.0,Employed
28.0,78433.37,7972.97,No,Masters,Female,732.0,Employed
43.0,80128.35,13125.22,No,Bachelors,Male,777.0,Employed
33.0,,17308.18,Yes,Bachelors,Female,727.0,Self-Employed
36.0,65351.23,4357.19,No,Masters,Male,762.0,Employed
47.0,95361.41,19934.11,No,PhD,Female,741.0,Employed
30.0,56111.28,22137.24,Yes,Bachelors,Male,616.0,Employed
35.0,75908.66,24322.93,Yes,Bachelors,Female,676.0,Employed
42.0,56285.68,22370.28,Yes,High School,Male,679.0,Employed
19.0,,27063.51,Yes,Masters,Female,680.0,Self-Employed
14.0,82568.52,16150.27,No,Masters,Male,666.0,Employed
41.0,42021.57,19030.02,Yes,High School,Female,777.0,Employed
43.0,64783.98,13744.11,Yes,Bachelors,Male,796.0,Employed
59.0,28419.86,18313.95,Yes,Masters,Female,638.0,Self-Employed
40.0,88009.11,15687.4,Yes,Bachelors,Female,760.0,Self-Employed
46.0,110946.18,6685.02,Yes,Bachelors,Female,750.0,Employed
36.0,26391.18,7478.59,Yes,High School,Female,831.0,Self-Employed
41.0,41458.03,24044.95,Yes,High School,Male,716.0,Self-Employed
55.0,73346.4,15775.72,Yes,Bachelors,Female,643.0,Employed
17.0,69630.82,22101.63,No,Bachelors,Male,642.0,Employed
42.0,61783.1,12166.11,Yes,Bachelors,Female,776.0,Self-Employed
59.0,35247.6,10537.69,Yes,Masters,Female,678.0,Unemployed
41.0,76468.94,14570.91,Yes,Bachelors,Female,756.0,Employed
55.0,87750.28,18925.91,Yes,PhD,Male,719.0,Employed
32.0,126939.71,21960.42,Yes,Bachelors,Male,,Employed
38.0,96145.76,15931.13,Yes,Masters,Female,643.0,Employed
38.0,44025.68,18268.27,Yes,Masters,Female,723.0,Employed
16.0,,14281.75,Yes,Bachelors,Female,759.0,Employed
26.0,81841.55,22279.12,No,Masters,Male,755.0,Employed
27.0,56234.77,22355.14,No,High School,Male,768.0,Unemployed
46.0,85600.24,11073.76,No,Bachelors,Male,636.0,Employed
47.0,84067.56,16915.38,No,Bachelors,Male,714.0,Employed
41.0,94747.19,10022.12,No,High School,Male,719.0,Employed
46.0,86044.86,19081.35,Yes,Masters,Male,,Employed
36.0,75702.87,13028.2,Yes,Bachelors,Male,857.0,Employed
50.0,57241.37,11013.61,Yes,Bachelors,Male,792.0,Employed
38.0,44138.43,4799.95,Yes,Bachelors,Female,765.0,Self-Employed
39.0,74380.32,20415.0,No,High School,Male,742.0,Employed
35.0,61923.32,15964.05,Yes,High School,Female,722.0,Employed
45.0,63856.06,16255.37,Yes,Bachelors,Female,783.0,Self-Employed
34.0,92435.81,19159.05,Yes,Masters,Female,730.0,Employed
48.0,97378.48,11190.84,Yes,Bachelors,Male,696.0,Employed
27.0,45292.67,10408.97,Yes,Bachelors,Female,717.0,Self-Employed
27.0,65791.39,17746.54,Yes,High School,Male,685.0,Unemployed
45.0,61335.9,20790.58,Yes,Masters,Male,,Employed
37.0,76298.17,17660.57,Yes,High School,Female,634.0,Self-Employed
33.0,24674.45,,Yes,Bachelors,Male,722.0,Employed
47.0,40783.24,17821.97,Yes,PhD,Male,618.0,Employed
32.0,67650.1,17549.27,No,Bachelors,Male,662.0,Employed
36.0,85722.3,,Yes,Bachelors,Male,743.0,Self-Employed
52.0,71505.81,13840.33,Yes,Bachelors,Female,682.0,Employed
53.0,83430.14,8787.58,No,Masters,Male,658.0,Employed
54.0,73946.17,15095.05,Yes,High School,Female,664.0,Employed
35.0,95525.79,18569.24,Yes,Bachelors,Male,780.0,Employed
50.0,,10702.62,Yes,Bachelors,Female,761.0,Employed
29.0,54790.74,7969.68,Yes,High School,Male,678.0,Unemployed
29.0,87672.91,11370.04,No,Masters,Female,745.0,Employed
14.0,80162.39,21676.75,Yes,Bachelors,Male,725.0,Employed
55.0,120093.36,17478.25,Yes,Bachelors,Male,761.0,Self-Employed
29.0,54043.3,14370.09,Yes,Masters,Female,784.0,Self-Employed
37.0,,10161.52,No,Masters,Female,634.0,Employed
29.0,49354.53,16376.5,Yes,Masters,Female,741.0,Employed
45.0,,15925.8,Yes,PhD,Male,,Unemployed
34.0,77711.28,17281.28,No,PhD,Female,,Employed
25.0,74110.87,27520.8,Yes,Bachelors,Male,634.0,Employed
42.0,,17469.35,No,Masters,Female,656.0,Unemployed
24.0,80395.07,11529.63,Yes,Masters,Male,725.0,Employed
,65287.22,8074.61,No,PhD,Male,706.0,Employed
17.0,65149.22,,No,High School,Female,,Unemployed
24.0,50584.03,12715.46,Yes,Bachelors,Male,638.0,Self-Employed
40.0,55976.91,19143.89,Yes,PhD,Female,780.0,Employed
18.0,68863.96,11909.23,No,Bachelors,Female,729.0,Employed
23.0,73940.59,10040.64,Yes,Bachelors,Male,729.0,Employed
38.0,84215.76,17690.21,Yes,Bachelors,Female,713.0,Employed
33.0,82177.21,11905.45,Yes,Bachelors,Male,663.0,Employed
58.0,101141.54,17882.79,No,Bachelors,Male,681.0,Employed
56.0,50546.24,10769.91,Yes,Masters,Male,802.0,Employed
29.0,65348.29,12640.33,Yes,Bachelors,Female,724.0,Employed
44.0,52293.91,12090.22,No,Masters,Male,720.0,Self-Employed
45.0,95545.74,17056.61,No,Masters,Female,763.0,Employed
32.0,59950.52,14280.37,No,PhD,Female,681.0,Employed
23.0,93100.55,8891.56,Yes,Masters,Male,741.0,Unemployed
38.0,99055.72,8473.29,Yes,Bachelors,Female,728.0,Unemployed
36.0,78268.74,,No,Bachelors,Female,706.0,Self-Employed
34.0,75861.18,7922.8,Yes,Bachelors,Male,696.0,Employed
42.0,70772.9,12928.94,Yes,Masters,Male,753.0,Employed
30.0,63657.88,16281.92,No,Masters,Female,,Employed
26.0,61252.3,9087.64,Yes,High School,Male,682.0,Employed
39.0,67051.67,19242.09,Yes,Bachelors,Female,744.0,Self-Employed
42.0,106487.57,21917.96,Yes,High School,Male,664.0,Employed
26.0,49162.9,20417.41,No,PhD,Female,,Employed
47.0,74092.18,18344.07,No,High School,Male,739.0,Unemployed
20.0,,17109.17,Yes,Masters,Female,733.0,Employed
32.0,64312.48,16199.4,Yes,Masters,Female,666.0,Employed
35.0,78321.65,16849.67,No,High School,Male,738.0,Employed
32.0,39907.96,11975.11,No,PhD,Female,711.0,Employed
32.0,96500.86,14874.56,No,PhD,Male,773.0,Self-Employed
57.0,92622.97,15743.02,Yes,Bachelors,Male,741.0,Unemployed
29.0,68031.48,18205.25,Yes,Bachelors,Female,663.0,Employed
62.0,52403.28,7049.59,Yes,PhD,Male,729.0,Self-Employed
42.0,85857.96,16055.04,Yes,Masters,Male,682.0,Employed
39.0,47037.61,20309.76,Yes,Bachelors,Female,724.0,Self-Employed
43.0,49907.52,11987.44,Yes,Masters,Female,739.0,Employed
63.0,68927.81,14452.72,No,Masters,Male,745.0,Employed
28.0,100360.83,5682.57,No,PhD,Male,672.0,Employed
27.0,82811.64,15331.9,Yes,Bachelors,Female,690.0,Employed
30.0,57060.1,7556.69,No,PhD,Female,722.0,Employed
38.0,36358.04,12233.22,No,High School,Female,698.0,Employed
21.0,70830.41,14755.78,Yes,Masters,Male,699.0,Unemployed
38.0,75028.44,11965.91,Yes,High School,Male,667.0,Employed
55.0,68544.4,14179.9,Yes,Bachelors,Male,739.0,Employed
40.0,106127.83,16866.49,No,High School,Female,687.0,Employed
35.0,67361.46,14808.08,Yes,Bachelors,Male,704.0,Self-Employed
32.0,24357.59,15706.24,Yes,Bachelors,Male,722.0,Employed
47.0,61857.21,5651.5,Yes,Bachelors,Male,595.0,Employed
30.0,79092.89,14211.74,Yes,Masters,Male,640.0,Employed
56.0,77737.95,3898.7,No,Bachelors,Female,799.0,Employed
57.0,66466.43,13020.53,Yes,Masters,Female,642.0,Employed
41.0,63155.64,24205.92,Yes,Masters,Male,766.0,Unemployed
38.0,30007.54,19682.42,Yes,Masters,Female,764.0,Employed
48.0,71715.42,7862.03,Yes,High School,Female,719.0,Employed
49.0,63227.54,12284.27,Yes,PhD,Male,795.0,Employed
30.0,74985.0,14120.16,Yes,High School,Female,761.0,Self-Employed
33.0,79825.79,17532.44,Yes,Bachelors,Male,730.0,Employed
25.0,94821.37,19252.99,Yes,PhD,Male,739.0,Employed
42.0,50888.7,23146.98,Yes,Masters,Male,768.0,Employed
45.0,44120.36,10227.69,Yes,High School,Female,740.0,Self-Employed
25.0,58520.67,16089.92,No,Masters,Female,763.0,Unemployed
33.0,,6184.05,No,Masters,Female,800.0,Self-Employed
25.0,53491.81,17049.0,Yes,Bachelors,Male,783.0,Employed
29.0,98898.13,17463.31,No,Masters,Female,704.0,Employed
44.0,72968.32,15100.25,Yes,Masters,Male,677.0,Employed
31.0,109447.87,18267.87,No,Masters,Male,722.0,Employed
35.0,69938.59,10694.13,Yes,Bachelors,Male,824.0,Employed
22.0,46562.47,8402.31,No,High School,Male,661.0,Self-Employed
40.0,53836.51,10246.51,Yes,Masters,Male,709.0,Employed
38.0,90489.11,16850.15,Yes,Masters,Male,713.0,Employed
31.0,47322.97,21552.63,Yes,High School,Female,678.0,Self-Employed
36.0,81157.53,10707.5,No,Bachelors,Male,726.0,Employed
,,11582.96,Yes,Masters,Male,691.0,Employed
30.0,51403.49,15576.33,Yes,Bachelors,Female,717.0,Self-Employed
23.0,,32231.06,Yes,Masters,Female,712.0,Employed
56.0,58228.68,12761.73,Yes,Bachelors,Female,722.0,Employed
32.0,53448.58,19820.24,Yes,High School,Male,672.0,Employed
37.0,68422.14,14107.35,Yes,Masters,Male,695.0,Self-Employed
48.0,59835.25,12298.33,Yes,PhD,Male,712.0,Employed
73.0,114299.72,8353.13,Yes,Masters,Female,718.0,Employed
26.0,91207.15,13480.24,Yes,Masters,Female,720.0,Employed
42.0,58186.15,19246.36,No,Bachelors,Male,,Employed
31.0,60493.26,10650.75,Yes,Bachelors,Female,665.0,Employed
,29611.03,15481.72,No,Masters,Male,707.0,Employed
31.0,72748.07,10731.2,Yes,Bachelors,Female,674.0,Employed
27.0,55058.81,12911.82,Yes,Bachelors,Male,668.0,Employed
38.0,71760.23,7427.83,Yes,Masters,Male,737.0,Employed
23.0,30674.52,26591.2,Yes,High School,Female,724.0,Self-Employed
47.0,69464.87,,Yes,Masters,Male,693.0,Employed
39.0,103973.43,13367.81,No,Masters,Female,690.0,Self-Employed
42.0,71082.82,21453.81,No,Bachelors,Male,655.0,Unemployed
33.0,54506.36,14547.57,Yes,Bachelors,Male,773.0,Self-Employed
34.0,69590.67,17295.62,No,Masters,Male,713.0,Employed
41.0,,22812.47,Yes,PhD,Male,639.0,Unemployed
26.0,113836.66,22368.57,Yes,PhD,Female,723.0,Employed
34.0,63343.16,9282.17,Yes,High School,Male,682.0,Employed
29.0,45934.13,15063.48,Yes,Masters,Male,690.0,Employed
29.0,70429.16,,No,Bachelors,Female,769.0,Employed
17.0,73910.66,9593.3,Yes,Bachelors,Male,708.0,Unemployed
51.0,81245.92,13711.07,Yes,Masters,Female,803.0,Employed
31.0,85115.24,13528.66,Yes,High School,Male,870.0,Employed
50.0,109110.52,17505.47,Yes,Bachelors,Female,789.0,Self-Employed
49.0,58086.73,19012.61,Yes,Bachelors,Female,667.0,Self-Employed
25.0,56269.01,20750.32,No,Bachelors,Male,790.0,Employed
27.0,32917.27,15413.27,Yes,Bachelors,Female,,Employed
64.0,83233.08,9796.23,No,High School,Female,745.0,Employed
56.0,52253.71,13227.0,Yes,Bachelors,Female,789.0,Self-Employed
38.0,87835.29,9711.15,Yes,Masters,Male,664.0,Employed
41.0,60167.3,11589.43,No,High School,Female,726.0,Unemployed
32.0,104519.16,18544.71,Yes,PhD,Female,726.0,Unemployed
42.0,41329.86,7824.72,Yes,Bachelors,Male,676.0,Employed
31.0,90458.51,12236.05,Yes,High School,Female,629.0,Employed
18.0,88076.85,19453.97,Yes,High School,Female,756.0,Self-Employed
25.0,80531.53,18422.7,Yes,High School,Male,649.0,Employed
38.0,47654.73,10988.38,No,Bachelors,Male,753.0,Employed
27.0,80623.02,10500.84,Yes,Bachelors,Female,710.0,Self-Employed
37.0,72537.49,22877.14,Yes,Bachelors,Female,787.0,Employed
27.0,33394.88,16873.95,No,PhD,Female,663.0,Self-Employed
30.0,101165.46,10935.55,Yes,Bachelors,Male,716.0,Unemployed
47.0,63087.77,14794.58,No,PhD,Male,825.0,Employed
40.0,99624.35,20432.41,Yes,Bachelors,Male,685.0,Employed
38.0,68646.77,10529.8,Yes,Bachelors,Male,802.0,Unemployed
47.0,89646.52,10425.67,Yes,Masters,Male,681.0,Employed
43.0,52809.5,16103.06,No,Masters,Female,728.0,Self-Employed
52.0,74288.7,8238.66,No,High School,Male,677.0,Employed
33.0,72878.84,,Yes,Masters,Female,746.0,Employed
34.0,63527.98,12824.88,Yes,Masters,Female,657.0,Self-Employed
25.0,52615.54,1715.31,Yes,Bachelors,Female,693.0,Employed
34.0,8663.99,15415.64,Yes,High School,Female,695.0,Self-Employed
48.0,53084.81,18062.68,Yes,High School,Male,684.0,Employed
51.0,84010.18,24751.22,Yes,High School,Female,793.0,Self-Employed
48.0,42095.41,17983.6,Yes,Bachelors,Male,681.0,Employed
20.0,46237.33,9869.56,Yes,Bachelors,Male,726.0,Employed
49.0,41302.74,12740.73,Yes,Bachelors,Female,813.0,Unemployed
20.0,74177.76,24305.91,Yes,Masters,Male,732.0,Unemployed
47.0,52131.87,17269.41,Yes,Masters,Male,596.0,Self-Employed
34.0,94406.86,20240.66,Yes,Bachelors,Female,821.0,Employed
45.0,84692.39,12133.12,No,Bachelors,Male,776.0,Employed
25.0,74002.48,13919.34,No,Masters,Female,784.0,Employed
50.0,76078.99,14655.1,Yes,PhD,Male,787.0,Employed
23.0,54741.04,19601.73,Yes,Bachelors,Male,715.0,Self-Employed
31.0,54746.15,12857.64,Yes,PhD,Male,646.0,Employed
28.0,84220.53,18013.54,Yes,PhD,Male,769.0,Self-Employed
20.0,88267.84,14996.56,Yes,Masters,Female,635.0,Employed
39.0,84045.25,8934.36,No,PhD,Female,648.0,Employed
56.0,60588.35,14985.6,Yes,Bachelors,Male,720.0,Employed
65.0,62173.56,20521.17,No,Masters,Female,772.0,Unemployed
39.0,51364.86,15030.51,Yes,Bachelors,Male,686.0,Employed
49.0,85365.08,13356.79,No,Bachelors,Male,690.0,Employed
,30770.89,22118.59,Yes,Masters,Male,848.0,Employed
43.0,,16949.45,Yes,PhD,Female,766.0,Employed
35.0,29902.81,8091.88,Yes,High School,Female,742.0,Employed
40.0,27146.21,13555.72,Yes,Masters,Male,794.0,Unemployed
,97142.82,16339.3,No,PhD,Male,750.0,Employed
,85736.11,16176.67,No,Bachelors,Male,664.0,Employed
,46028.07,17554.81,Yes,PhD,Male,660.0,Employed
37.0,67881.34,14193.35,No,Masters,Male,712.0,Self-Employed
46.0,99315.81,13940.59,No,Bachelors,Female,706.0,Employed
27.0,80003.97,15070.4,No,Masters,Female,825.0,Employed
37.0,112287.53,18972.42,No,PhD,Female,714.0,Employed
57.0,,11577.97,Yes,Bachelors,Female,807.0,Unemployed
50.0,56896.82,14639.7,Yes,Bachelors,Female,739.0,Employed
,48377.82,16239.71,Yes,Bachelors,Male,761.0,Employed
38.0,70472.89,12309.3,Yes,Masters,Male,573.0,Employed
41.0,88721.29,17311.98,Yes,Bachelors,Female,838.0,Employed
48.0,71982.5,16744.56,Yes,High School,Female,682.0,Employed
54.0,62836.1,4655.76,No,PhD,Male,776.0,Employed
18.0,95130.41,15169.55,Yes,Bachelors,Male,641.0,Self-Employed
25.0,80577.84,22086.29,Yes,PhD,Male,803.0,Employed
51.0,67731.27,22482.24,Yes,PhD,Male,642.0,Employed
35.0,54668.17,18412.38,No,Masters,Male,671.0,Self-Employed
31.0,,21350.05,No,Bachelors,Female,697.0,Employed
25.0,79454.94,14235.04,No,Masters,Female,701.0,Self-Employed
32.0,54393.02,17847.68,Yes,Masters,Male,703.0,Self-Employed
24.0,45326.94,15819.15,Yes,Masters,Female,739.0,Employed
59.0,60396.97,18343.48,Yes,High School,Female,666.0,Employed
38.0,69015.81,24224.13,Yes,Bachelors,Male,736.0,Employed
37.0,97265.8,20011.59,No,Masters,Female,806.0,Employed
44.0,46799.25,13287.59,Yes,High School,Male,667.0,Employed
,74534.96,22901.72,Yes,Masters,Female,715.0,Employed
47.0,,16239.81,Yes,Masters,Female,762.0,Unemployed
49.0,65441.18,18259.13,Yes,PhD,Male,634.0,Employed
32.0,100787.33,13819.61,Yes,Bachelors,Female,655.0,Self-Employed
35.0,71624.24,18686.86,No,High School,Male,747.0,Self-Employed
46.0,51728.9,16994.89,Yes,Masters,Female,703.0,Self-Employed
33.0,87774.93,20658.47,Yes,Bachelors,Male,731.0,Self-Employed
38.0,86304.81,12488.16,No,Masters,Male,741.0,Employed
42.0,49976.58,19753.14,Yes,Bachelors,Male,636.0,Employed
46.0,46141.27,2806.43,Yes,Bachelors,Male,807.0,Employed
20.0,78210.39,11920.36,No,High School,Male,715.0,Employed
45.0,69340.62,8273.35,Yes,High School,Female,717.0,Employed
36.0,60588.35,16687.05,Yes,Masters,Female,710.0,Employed
45.0,91125.97,19806.83,Yes,High School,Male,748.0,Employed
46.0,58154.39,14954.09,No,Masters,Male,758.0,Employed
54.0,78431.26,21778.6,Yes,Masters,Male,574.0,Self-Employed
52.0,93492.89,11128.27,Yes,Bachelors,Female,760.0,Employed
,63217.38,7992.78,Yes,Bachelors,Male,656.0,Employed
52.0,33418.03,18615.73,Yes,Bachelors,Female,693.0,Employed
41.0,61938.64,20852.16,Yes,Bachelors,Female,666.0,Employed
38.0,73785.67,15527.23,No,Bachelors,Male,692.0,Employed
,90060.12,24110.99,No,Masters,Female,702.0,Employed
45.0,59576.79,17541.93,Yes,Masters,Female,709.0,Employed
35.0,104461.87,16988.43,No,Masters,Male,637.0,Employed
42.0,44023.55,12848.4,No,Bachelors,Female,720.0,Employed
38.0,73282.87,8484.09,No,High School,Male,743.0,Employed
29.0,65216.74,13666.46,No,High School,Female,,Employed
51.0,96941.82,22904.49,Yes,Bachelors,Female,691.0,Employed
39.0,40527.06,15954.58,Yes,Masters,Female,673.0,Employed
58.0,78512.7,13043.89,Yes,High School,Female,585.0,Self-Employed
22.0,65115.37,10475.02,No,PhD,Female,745.0,Employed
32.0,100582.82,17693.97,No,Bachelors,Male,733.0,Employed
38.0,53428.83,9375.0,Yes,Bachelors,Male,699.0,Self-Employed
49.0,78306.37,16784.83,No,Bachelors,Female,636.0,Employed
42.0,53236.17,,No,Bachelors,Female,710.0,Employed
41.0,73761.24,13696.69,Yes,Masters,Male,691.0,Employed
27.0,62612.7,18210.6,No,High School,Male,787.0,Unemployed
26.0,62295.4,10250.34,Yes,Bachelors,Male,776.0,Employed
41.0,30251.29,15032.68,No,Bachelors,Male,680.0,Self-Employed
24.0,78291.68,7364.0,Yes,Bachelors,Female,757.0,Employed
33.0,48355.22,14434.72,Yes,Bachelors,Female,664.0,Employed
43.0,47666.41,17484.95,Yes,Masters,Male,783.0,Employed
28.0,38894.33,18956.99,Yes,Masters,Female,729.0,Employed
54.0,48879.01,,Yes,Masters,Male,824.0,Employed
50.0,80009.6,18292.86,Yes,Bachelors,Female,685.0,Employed
,79023.47,12966.05,No,PhD,Female,782.0,Employed
29.0,83274.22,5948.11,No,High School,Female,793.0,Employed
15.0,49460.38,19953.28,Yes,Masters,Male,697.0,Employed
30.0,74295.63,12377.01,Yes,High School,Male,651.0,Employed
46.0,57692.33,7766.92,Yes,Bachelors,Male,758.0,Employed
34.0,89094.59,24357.81,Yes,Masters,Female,670.0,Employed
43.0,78520.28,14697.24,Yes,High School,Male,702.0,Employed
23.0,56869.63,17444.86,Yes,Masters,Female,679.0,Employed
46.0,90811.51,16140.58,No,High School,Male,815.0,Employed
32.0,80146.89,14927.93,No,Bachelors,Male,722.0,Employed
38.0,42259.94,13064.9,Yes,High School,Male,737.0,Unemployed
37.0,36569.56,12081.05,Yes,Bachelors,Male,720.0,Employed
25.0,43046.28,26127.45,No,PhD,Female,681.0,Employed
,102983.63,7712.02,Yes,Bachelors,Male,750.0,Self-Employed
48.0,49690.75,12834.79,Yes,Bachelors,Female,766.0,Employed
42.0,107522.8,10548.62,Yes,Bachelors,Female,689.0,Employed
49.0,48653.63,17589.04,Yes,Bachelors,Male,724.0,Employed
41.0,46522.7,12930.11,No,PhD,Female,772.0,Employed
39.0,87599.05,12505.15,No,Bachelors,Female,661.0,Self-Employed
21.0,88510.47,,Yes,Masters,Female,712.0,Employed
35.0,81116.5,24675.61,No,Bachelors,Male,761.0,Employed
38.0,83522.21,,Yes,PhD,Female,669.0,Employed
58.0,53967.56,7243.33,Yes,High School,Female,,Employed
45.0,86660.06,15312.69,Yes,High School,Female,693.0,Employed
53.0,74799.93,19188.06,Yes,Bachelors,Male,684.0,Self-Employed
44.0,62694.49,13923.5,Yes,High School,Male,685.0,Employed
31.0,71892.4,18164.44,Yes,Bachelors,Female,653.0,Employed
39.0,91212.92,12258.72,No,Masters,Male,609.0,Employed
40.0,77837.01,26959.38,Yes,PhD,Male,672.0,Employed
29.0,26843.96,18071.35,Yes,PhD,Male,740.0,Self-Employed
,87824.56,12577.67,No,Bachelors,Female,671.0,Employed
36.0,86292.77,11239.88,Yes,Bachelors,Female,697.0,Unemployed
54.0,62418.71,16351.87,Yes,High School,Female,651.0,Employed
17.0,72334.97,18368.99,Yes,Bachelors,Male,727.0,Employed
50.0,72254.8,8461.74,Yes,Masters,Female,807.0,Employed
29.0,30410.81,15055.6,Yes,High School,Male,748.0,Employed
24.0,61966.59,18714.33,No,Bachelors,Female,707.0,Employed
50.0,62740.46,16668.77,Yes,Bachelors,Male,740.0,Employed
45.0,66825.46,18119.59,No,Bachelors,Female,779.0,Employed
51.0,59483.04,22454.58,Yes,Masters,Male,770.0,Employed
46.0,83256.84,-546.95,Yes,High School,Female,776.0,Self-Employed
59.0,53817.42,16092.05,Yes,Masters,Male,732.0,Employed
44.0,88201.54,3242.98,Yes,High School,Male,809.0,Employed
36.0,82314.84,14774.68,Yes,Bachelors,Male,702.0,Unemployed
41.0,97208.37,21495.49,Yes,Masters,Female,792.0,Employed
50.0,104675.98,14357.03,No,Masters,Female,755.0,Unemployed
30.0,104809.04,10327.84,Yes,High School,Male,687.0,Employed
31.0,46287.64,19127.86,Yes,Bachelors,Male,634.0,Employed
35.0,76883.72,15699.23,Yes,Bachelors,Female,730.0,Employed
17.0,55644.27,15945.47,No,Bachelors,Male,639.0,Self-Employed
39.0,135605.99,25787.1,Yes,High School,Female,731.0,Unemployed
19.0,82281.43,7464.9,Yes,Bachelors,Female,671.0,Employed
39.0,98326.24,,No,Masters,Male,760.0,Employed
47.0,78707.39,16880.55,Yes,High School,Female,653.0,Unemployed
33.0,17291.14,21095.01,No,Masters,Female,816.0,Employed
55.0,54328.7,10197.68,No,Bachelors,Female,734.0,Employed
23.0,56288.34,12945.68,Yes,Bachelors,Female,634.0,Employed
50.0,62197.29,14657.68,Yes,Masters,Female,759.0,Employed
45.0,77191.37,14239.29,Yes,Bachelors,Female,640.0,Self-Employed
21.0,80026.65,18487.37,Yes,Masters,Male,749.0,Self-Employed
65.0,17453.27,14749.23,No,Masters,Female,679.0,Self-Employed
37.0,65261.61,18247.94,Yes,Masters,Female,833.0,Self-Employed
29.0,60282.48,8985.56,Yes,PhD,Male,716.0,Unemployed
24.0,97620.77,15723.26,No,High School,Female,612.0,Employed
36.0,81844.89,15172.87,No,Bachelors,Female,711.0,Self-Employed
37.0,66338.45,19218.39,Yes,High School,Female,670.0,Unemployed
,74473.62,27599.02,Yes,Masters,Female,793.0,Employed
35.0,36259.54,19781.45,Yes,PhD,Male,736.0,Employed
44.0,83227.04,11482.29,Yes,High School,Female,699.0,Employed
34.0,62089.22,18166.33,No,High School,Female,741.0,Employed
,53852.42,14749.11,Yes,Masters,Male,763.0,Self-Employed
37.0,96284.64,13306.5,Yes,Bachelors,Female,759.0,Unemployed
14.0,75471.62,12355.63,Yes,PhD,Female,608.0,Employed
42.0,56691.38,12090.09,No,Bachelors,Female,788.0,Employed
28.0,57912.14,9278.03,Yes,Masters,Female,629.0,Employed
40.0,77318.13,8522.69,Yes,Bachelors,Female,774.0,Employed
51.0,75763.43,18275.16,Yes,Bachelors,Female,690.0,Employed
29.0,70588.5,,Yes,Masters,Female,703.0,Employed
49.0,45932.87,15910.33,Yes,Masters,Female,706.0,Self-Employed
34.0,48890.72,10650.98,No,Bachelors,Female,725.0,Unemployed
56.0,,17895.3,No,Bachelors,Male,783.0,Employed
34.0,66077.07,11481.74,Yes,Bachelors,Male,785.0,Unemployed
30.0,69173.78,8305.61,No,Bachelors,Male,729.0,Employed
45.0,66800.58,22840.6,No,Bachelors,Female,762.0,Employed
34.0,67715.1,16038.73,Yes,Masters,Male,709.0,Employed
30.0,107624.91,13438.89,No,Bachelors,Male,702.0,Employed
33.0,86985.0,14039.18,No,Bachelors,Male,763.0,Employed
38.0,93764.34,13203.84,No,Bachelors,Female,772.0,Employed
51.0,79285.28,17466.19,Yes,Bachelors,Male,690.0,Employed
19.0,71448.05,7262.86,No,Masters,Male,801.0,Self-Employed
38.0,78199.16,5973.9,No,Masters,Female,786.0,Employed
44.0,74516.4,15562.78,Yes,Bachelors,Male,632.0,Employed
40.0,86159.56,6287.35,Yes,Bachelors,Male,678.0,Employed
51.0,50497.19,5467.0,Yes,Bachelors,Female,688.0,Self-Employed
37.0,84494.94,19514.73,Yes,Bachelors,Female,702.0,Employed
36.0,73341.17,15833.92,Yes,Bachelors,Female,666.0,Employed
44.0,33858.26,15901.41,No,High School,Male,712.0,Employed
39.0,71714.43,9405.85,Yes,Bachelors,Male,730.0,Employed
,43875.64,21950.81,No,High School,Male,806.0,Employed
43.0,59300.05,20029.76,Yes,Masters,Female,774.0,Self-Employed
31.0,66816.19,8204.38,Yes,Masters,Female,839.0,Employed
32.0,,14456.22,No,Masters,Male,655.0,Employed
33.0,68925.18,12951.97,Yes,PhD,Female,727.0,Employed
52.0,71369.36,14776.8,Yes,High School,Male,713.0,Employed
6.0,85101.47,20438.35,No,PhD,Female,714.0,Self-Employed
42.0,60924.69,13095.57,Yes,Masters,Female,691.0,Employed
38.0,75489.5,19918.62,Yes,Masters,Female,698.0,Employed
21.0,68091.75,,No,Masters,Female,700.0,Self-Employed
41.0,61634.59,11924.23,Yes,Masters,Male,757.0,Self-Employed
43.0,36588.45,12991.28,No,Bachelors,Male,736.0,Unemployed
44.0,67767.99,12297.18,No,PhD,Female,686.0,Unemployed
11.0,84890.25,15121.81,Yes,High School,Male,767.0,Employed
52.0,51325.66,15789.53,No,Bachelors,Male,642.0,Employed
31.0,65644.32,16152.13,Yes,PhD,Male,761.0,Unemployed
45.0,68590.25,19431.29,Yes,High School,Male,745.0,Self-Employed
45.0,92048.81,18667.28,No,Masters,Female,669.0,Employed
29.0,,7489.64,Yes,Masters,Male,731.0,Employed
45.0,75761.75,15749.59,Yes,Masters,Female,667.0,Employed
34.0,69826.88,11939.72,Yes,Masters,Male,743.0,Employed
17.0,60153.88,19098.08,Yes,Masters,Female,640.0,Employed
50.0,47310.52,21477.67,No,Masters,Female,743.0,Employed
30.0,64298.56,19208.1,Yes,High School,Male,615.0,Employed
29.0,77867.19,24530.15,Yes,High School,Male,744.0,Self-Employed
34.0,72461.53,18765.23,Yes,Masters,Female,660.0,Unemployed
41.0,99590.34,19994.49,Yes,High School,Male,730.0,Employed
37.0,88917.04,11029.79,No,High School,Male,769.0,Employed
43.0,94811.16,14875.61,Yes,Bachelors,Male,660.0,Unemployed
25.0,29354.47,18449.6,Yes,Masters,Male,589.0,Employed
31.0,101586.69,16442.78,Yes,High School,Female,649.0,Employed
37.0,75336.23,10432.21,Yes,PhD,Male,694.0,Unemployed
57.0,78178.51,10382.44,Yes,Bachelors,Male,,Employed
37.0,87920.55,5947.64,Yes,PhD,Male,,Unemployed
49.0,70426.35,16860.29,No,Masters,Female,,Employed
38.0,48592.39,9847.83,No,Bachelors,Male,,Self-Employed
33.0,98948.15,18358.32,Yes,Masters,Male,793.0,Employed
36.0,54635.56,18620.61,No,Bachelors,Female,647.0,Employed
36.0,50285.65,16109.12,No,Masters,Female,745.0,Employed
44.0,65313.98,16974.62,Yes,Masters,Male,741.0,Employed
52.0,62279.92,20092.71,Yes,Bachelors,Female,671.0,Employed
42.0,70076.14,20750.29,Yes,Bachelors,Female,834.0,Employed
50.0,68035.83,3846.7,No,Bachelors,Male,712.0,Employed
28.0,96942.6,18526.09,Yes,High School,Female,723.0,Employed
34.0,79186.45,17435.13,Yes,High School,Female,629.0,Employed
31.0,52844.06,16479.58,Yes,Masters,Female,749.0,Self-Employed
41.0,55589.91,17365.19,No,Masters,Female,,Employed
34.0,62236.23,13422.49,Yes,Bachelors,Female,728.0,Employed
45.0,62315.98,3013.85,Yes,PhD,Female,692.0,Self-Employed
29.0,59705.12,11972.01,No,High School,Female,685.0,Employed
38.0,47965.16,5859.39,No,High School,Male,685.0,Unemployed
45.0,75808.04,6740.84,Yes,High School,Female,789.0,Unemployed
17.0,60887.91,20347.98,Yes,High School,Male,767.0,Employed
59.0,50963.97,12276.64,Yes,PhD,Female,762.0,Employed
35.0,79709.5,16344.09,Yes,PhD,Female,717.0,Self-Employed
18.0,86956.44,15021.89,Yes,Masters,Female,,Self-Employed
40.0,65087.26,21694.15,Yes,PhD,Female,690.0,Employed
38.0,105629.73,15373.55,Yes,High School,Male,686.0,Self-Employed
37.0,114310.41,12012.26,Yes,Bachelors,Female,736.0,Employed
48.0,79937.8,22404.5,Yes,Bachelors,Male,736.0,Self-Employed
45.0,60623.79,12506.19,No,Bachelors,Male,721.0,Employed
41.0,75379.07,17086.18,Yes,Masters,Female,767.0,Employed
43.0,45511.14,17488.52,No,High School,Male,706.0,Employed
37.0,52562.73,8790.02,No,High School,Male,744.0,Unemployed
56.0,36346.22,,Yes,Bachelors,Male,657.0,Employed
23.0,57430.7,21769.79,Yes,Bachelors,Female,817.0,Employed
39.0,45349.59,9331.47,Yes,Bachelors,Female,769.0,Employed
39.0,82481.13,15147.72,Yes,Masters,Female,681.0,Self-Employed
46.0,55016.83,21699.39,No,Masters,Female,765.0,Employed
30.0,75532.43,6873.2,No,Masters,Male,762.0,Employed
21.0,84958.13,18142.83,Yes,Masters,Male,636.0,Employed
40.0,93426.85,8754.07,Yes,Masters,Female,771.0,Employed
41.0,62931.51,13402.49,No,High School,Female,667.0,Self-Employed
53.0,76212.75,13944.43,Yes,Bachelors,Male,750.0,Employed
25.0,76850.03,9109.33,Yes,Masters,Male,809.0,Employed
50.0,95441.83,10446.5,Yes,Bachelors,Male,738.0,Employed
62.0,85671.16,14636.65,No,Masters,Female,873.0,Employed
34.0,96066.9,21883.95,No,Masters,Female,761.0,Employed
25.0,36706.97,17404.9,Yes,Masters,Male,714.0,Employed
34.0,56714.58,6804.22,Yes,High School,Female,712.0,Employed
38.0,90636.34,17328.54,Yes,Bachelors,Female,740.0,Employed
44.0,81614.04,15205.03,No,High School,Male,,Employed
32.0,67499.09,11834.67,Yes,Masters,Male,635.0,Employed
54.0,60519.0,,Yes,PhD,Female,701.0,Self-Employed
27.0,85773.69,17487.77,No,Masters,Male,680.0,Unemployed
21.0,30408.46,,Yes,High School,Male,761.0,Employed
49.0,85843.82,11765.29,Yes,Bachelors,Female,683.0,Employed
15.0,71813.77,9272.74,Yes,Masters,Female,741.0,Employed
36.0,60223.21,11004.19,Yes,Bachelors,Male,726.0,Unemployed
69.0,80048.82,16646.74,Yes,Masters,Male,705.0,Self-Employed
38.0,62279.02,15243.82,Yes,Bachelors,Male,688.0,Employed
27.0,70580.37,18355.94,No,High School,Female,724.0,Employed
37.0,69075.08,3732.27,Yes,Masters,Male,723.0,Employed
37.0,84890.6,13650.45,Yes,Masters,Male,682.0,Unemployed
40.0,73183.64,14465.39,Yes,High School,Male,707.0,Employed
45.0,31817.61,6808.71,Yes,Bachelors,Male,705.0,Self-Employed
28.0,42158.12,11558.1,Yes,Bachelors,Female,744.0,Employed
55.0,48316.68,14893.55,No,PhD,Female,721.0,Employed
40.0,79130.89,16603.59,Yes,High School,Male,731.0,Employed
45.0,81137.05,16736.69,No,Bachelors,Male,725.0,Self-Employed
32.0,103407.14,5144.06,No,Masters,Female,702.0,Employed
51.0,49711.39,11848.79,Yes,Masters,Female,694.0,Employed
35.0,96185.06,7351.87,Yes,PhD,Female,783.0,Self-Employed
41.0,,14970.68,No,Bachelors,Male,680.0,Employed
29.0,70355.16,12844.86,Yes,Bachelors,Male,804.0,Employed
28.0,74904.07,11873.44,No,Bachelors,Female,805.0,Self-Employed
45.0,74831.81,30835.88,Yes,Bachelors,Male,,Employed
34.0,63808.09,9740.83,Yes,Bachelors,Female,749.0,Self-Employed
29.0,72357.91,14917.42,No,Bachelors,Male,748.0,Employed
32.0,45295.61,17392.9,Yes,High School,Female,758.0,Employed
45.0,87303.23,16789.46,Yes,Masters,Female,741.0,Employed
32.0,74995.81,17892.16,No,Masters,Male,672.0,Employed
37.0,77244.67,16776.76,No,High School,Male,793.0,Self-Employed
38.0,64419.67,13348.22,Yes,Bachelors,Male,804.0,Employed
19.0,63440.41,15055.22,Yes,Bachelors,Male,693.0,Employed
23.0,80494.62,11719.95,Yes,High School,Male,683.0,Self-Employed
41.0,101799.48,11289.69,Yes,Bachelors,Male,619.0,Self-Employed
31.0,42127.38,8408.78,Yes,High School,Female,744.0,Employed
49.0,41118.6,18937.83,Yes,Masters,Male,708.0,Employed
48.0,75324.11,20519.22,Yes,PhD,Male,661.0,Self-Employed
45.0,63356.0,12064.02,Yes,High School,Male,728.0,Employed
56.0,72482.12,14612.6,Yes,Bachelors,Male,678.0,Self-Employed
37.0,69524.21,22998.95,Yes,PhD,Male,742.0,Self-Employed
44.0,,20609.4,Yes,Masters,Female,686.0,Unemployed
32.0,64276.73,19455.3,No,Masters,Female,680.0,Self-Employed
63.0,45835.76,16346.66,No,Masters,Male,725.0,Employed
58.0,54202.92,11860.76,Yes,Bachelors,Male,702.0,Employed
38.0,66790.97,12423.17,Yes,PhD,Male,648.0,Employed
42.0,44900.59,16176.08,Yes,Masters,Male,779.0,Unemployed
52.0,69262.92,17192.65,No,Masters,Female,701.0,Self-Employed
37.0,71215.09,10155.58,Yes,Bachelors,Male,763.0,Employed
31.0,62843.93,21230.65,Yes,Masters,Female,734.0,Employed
47.0,74184.44,22037.61,Yes,High School,Male,626.0,Self-Employed
39.0,37714.43,18969.58,Yes,PhD,Male,746.0,Self-Employed
40.0,50936.31,22517.7,Yes,Bachelors,Male,701.0,Employed
30.0,47146.02,18191.26,No,High School,Male,709.0,Employed
21.0,87597.13,16370.76,Yes,Bachelors,Male,,Self-Employed
40.0,116123.28,15256.08,No,High School,Female,744.0,Unemployed
47.0,52383.61,13415.29,Yes,Bachelors,Male,713.0,Employed
36.0,65295.16,14974.01,Yes,PhD,Female,699.0,Employed
52.0,56131.42,9795.7,Yes,PhD,Male,818.0,Employed
31.0,74424.5,14581.99,No,Bachelors,Female,720.0,Self-Employed
27.0,57831.83,9158.26,Yes,Bachelors,Male,771.0,Self-Employed
37.0,75655.6,10995.89,Yes,Masters,Female,737.0,Employed
37.0,83300.53,21142.76,Yes,Masters,Male,728.0,Employed
46.0,45523.5,20910.84,No,PhD,Male,771.0,Employed
30.0,75430.29,10813.84,Yes,Bachelors,Female,732.0,Employed
52.0,34118.88,19350.52,No,High School,Male,719.0,Employed
58.0,64869.32,12058.12,No,Masters,Female,746.0,Employed
38.0,63526.39,11680.67,Yes,Bachelors,Male,663.0,Employed
50.0,65417.26,21961.53,Yes,Bachelors,Male,743.0,Employed
27.0,,9528.08,Yes,High School,Male,726.0,Self-Employed
49.0,60101.46,6063.47,Yes,Bachelors,Male,,Employed
48.0,64684.36,11672.47,No,High School,Female,738.0,Employed
47.0,74762.75,11990.32,Yes,High School,Male,689.0,Employed
38.0,75325.14,13134.52,Yes,Bachelors,Male,678.0,Employed
8.0,72303.99,6396.43,No,Bachelors,Female,777.0,Self-Employed
32.0,58528.05,16756.33,Yes,Masters,Male,761.0,Self-Employed
32.0,91606.73,24482.11,Yes,PhD,Female,761.0,Self-Employed
28.0,100507.1,16508.06,Yes,Bachelors,Female,784.0,Self-Employed
39.0,44231.71,13893.72,Yes,Masters,Female,755.0,Unemployed
34.0,73285.38,18340.79,No,Bachelors,Female,643.0,Employed
30.0,60637.16,15374.62,Yes,Masters,Male,768.0,Self-Employed
27.0,88511.96,15285.49,Yes,Masters,Female,700.0,Unemployed
31.0,69748.12,14588.43,Yes,Masters,Male,694.0,Unemployed
49.0,71063.56,16087.81,No,Bachelors,Female,750.0,Employed
31.0,79899.36,12946.0,Yes,High School,Female,770.0,Self-Employed
33.0,64049.22,6858.64,No,High School,Male,744.0,Employed
33.0,103549.62,24243.73,Yes,High School,Female,712.0,Self-Employed
41.0,80194.79,17649.91,Yes,Masters,Male,765.0,Self-Employed
43.0,88632.15,11492.17,Yes,Masters,Female,732.0,Self-Employed
8.0,65588.89,16755.77,Yes,Bachelors,Female,740.0,Employed
48.0,67542.89,,Yes,High School,Female,670.0,Unemployed
52.0,86232.5,16902.13,Yes,High School,Male,656.0,Employed
27.0,84223.65,18712.63,Yes,Masters,Female,703.0,Self-Employed
28.0,45026.63,20164.71,Yes,High School,Female,671.0,Unemployed
,72552.65,17843.99,Yes,Bachelors,Male,787.0,Employed
,79476.76,14050.25,No,High School,Female,646.0,Employed
40.0,,20121.13,Yes,Bachelors,Female,685.0,Employed
19.0,,12239.95,Yes,Bachelors,Female,634.0,Employed
27.0,68240.12,16491.26,Yes,PhD,Male,740.0,Self-Employed
,25064.98,11352.46,No,Bachelors,Female,688.0,Employed
29.0,43782.17,16148.86,Yes,High School,Male,803.0,Employed
50.0,89499.69,22470.75,Yes,High School,Female,739.0,Employed
42.0,65112.39,18864.26,Yes,Bachelors,Male,706.0,Employed
,73793.82,19610.3,Yes,Bachelors,Male,732.0,Employed
44.0,69926.86,20568.49,No,Masters,Male,742.0,Employed
37.0,53494.03,14649.31,No,Bachelors,Male,759.0,Employed
33.0,60658.43,10634.88,Yes,Bachelors,Female,770.0,Employed
40.0,76578.99,5732.04,No,Bachelors,Female,701.0,Self-Employed
43.0,78619.92,9579.84,Yes,Bachelors,Male,677.0,Self-Employed
45.0,113768.19,15585.03,No,Bachelors,Female,739.0,Employed
50.0,60445.16,4835.51,Yes,Bachelors,Female,806.0,Self-Employed
42.0,103412.78,15885.22,Yes,Masters,Female,784.0,Employed
24.0,52791.7,17469.52,No,High School,Male,815.0,Employed
33.0,79772.0,7179.09,Yes,Bachelors,Male,801.0,Employed
67.0,73557.45,19396.17,Yes,Bachelors,Male,663.0,Unemployed
45.0,67482.69,12892.89,Yes,PhD,Female,718.0,Employed
62.0,69886.83,6823.42,Yes,Bachelors,Male,714.0,Employed
52.0,,6535.87,Yes,Masters,Male,726.0,Employed
40.0,88078.09,14721.81,Yes,Bachelors,Female,729.0,Unemployed
41.0,53147.7,15424.07,Yes,PhD,Male,775.0,Self-Employed
38.0,76350.52,14926.13,Yes,Bachelors,Female,634.0,Unemployed
21.0,85117.17,20184.88,Yes,High School,Female,760.0,Employed
38.0,97684.06,15310.38,No,PhD,Male,750.0,Employed
50.0,89435.39,12097.94,Yes,Bachelors,Male,750.0,Unemployed
32.0,81448.59,13397.57,Yes,Masters,Male,690.0,Employed
42.0,57245.36,20407.64,Yes,PhD,Male,750.0,Self-Employed
47.0,54284.5,9397.13,Yes,High School,Female,694.0,Employed
29.0,47228.42,15795.1,Yes,Masters,Male,733.0,Unemployed
33.0,,16025.3,Yes,Masters,Female,712.0,Unemployed
28.0,69971.92,20114.17,Yes,Bachelors,Female,683.0,Employed
30.0,55451.67,15558.46,No,PhD,Female,638.0,Employed
25.0,93984.51,10217.13,Yes,High School,Male,763.0,Employed
29.0,58420.77,15960.89,No,Bachelors,Male,696.0,Self-Employed
52.0,71885.12,18596.61,Yes,High School,Male,709.0,Employed
29.0,,15698.83,Yes,High School,Female,742.0,Employed
39.0,41922.85,20481.95,No,PhD,Male,658.0,Unemployed
33.0,91788.82,8466.19,No,High School,Female,751.0,Self-Employed
50.0,83909.64,14212.1,Yes,Masters,Female,734.0,Employed
51.0,86210.44,15030.03,Yes,Masters,Male,654.0,Employed
,81898.93,18862.11,No,Bachelors,Male,689.0,Employed
41.0,54810.3,19497.46,No,Bachelors,Female,767.0,Employed
36.0,55199.02,15121.16,Yes,Bachelors,Male,780.0,Employed
26.0,79039.75,13195.65,Yes,Bachelors,Female,766.0,Self-Employed
57.0,100858.39,15940.56,Yes,High School,Female,682.0,Self-Employed
30.0,77719.58,9296.91,Yes,PhD,Female,691.0,Employed
45.0,89569.33,12553.59,Yes,Bachelors,Female,664.0,Employed
49.0,1400598.056378007,17849.89,No,PhD,Male,757.0,Unemployed
32.0,91957.02,16767.89,Yes,High School,Female,,Self-Employed
48.0,61610.63,11688.59,No,Masters,Female,807.0,Employed
46.0,74803.19,11090.68,Yes,Masters,Male,717.0,Employed
55.0,62676.78,,Yes,Bachelors,Female,705.0,Self-Employed
33.0,87783.12,11347.36,Yes,Masters,Male,696.0,Employed
25.0,88055.24,15736.39,Yes,Bachelors,Male,685.0,Self-Employed
33.0,40464.38,21005.91,Yes,High School,Male,719.0,Employed
40.0,96505.96,21610.4,Yes,Bachelors,Female,674.0,Employed
39.0,117528.18,10390.66,Yes,High School,Female,769.0,Self-Employed
34.0,62893.35,16649.77,No,Masters,Female,762.0,Unemployed
19.0,67463.97,16408.63,No,Bachelors,Female,731.0,Employed
43.0,94788.6,16059.12,Yes,High School,Male,762.0,Self-Employed
,71335.35,10115.96,Yes,Masters,Male,,Self-Employed
43.0,69920.51,11289.07,Yes,PhD,Female,664.0,Employed
44.0,107939.37,16724.42,Yes,Masters,Female,743.0,Employed
44.0,42914.06,13075.96,No,High School,Female,713.0,Employed
42.0,54220.74,15452.69,No,PhD,Male,724.0,Unemployed
47.0,78356.46,9931.92,No,Masters,Male,668.0,Employed
42.0,37609.11,12551.92,Yes,High School,Female,723.0,Self-Employed
35.0,62539.82,8330.3,Yes,Bachelors,Female,663.0,Employed
30.0,62356.69,16321.53,Yes,Bachelors,Female,774.0,Employed
36.0,89235.48,,Yes,Masters,Male,718.0,Self-Employed
41.0,83857.06,16328.64,Yes,Masters,Male,790.0,Employed
35.0,36335.46,13166.95,No,Masters,Female,729.0,Unemployed
41.0,56137.53,,Yes,PhD,Male,682.0,Employed
42.0,56198.87,24025.76,Yes,Bachelors,Male,759.0,Employed
46.0,65668.48,12381.12,Yes,Masters,Male,663.0,Employed
51.0,48049.06,17457.23,No,High School,Female,705.0,Employed
39.0,79032.96,11703.5,No,High School,Male,711.0,Employed
25.0,56116.26,14339.77,Yes,Masters,Female,606.0,Employed
35.0,81772.44,17364.62,Yes,High School,Male,793.0,Self-Employed
38.0,69942.92,16416.23,Yes,Masters,Male,747.0,Employed
20.0,50538.5,18454.11,Yes,High School,Female,649.0,Employed
52.0,97765.55,19782.18,No,PhD,Male,736.0,Unemployed
39.0,98354.53,18323.97,Yes,Bachelors,Female,664.0,Employed
42.0,75806.91,19601.2,Yes,Masters,Male,736.0,Employed
52.0,65215.88,16065.02,Yes,Masters,Female,674.0,Employed
32.0,48874.14,11357.04,Yes,Masters,Male,723.0,Unemployed
44.0,91422.27,19003.26,Yes,Bachelors,Male,740.0,Self-Employed
,86452.79,13093.01,Yes,Bachelors,Female,733.0,Employed
36.0,53720.08,18469.55,Yes,Masters,Female,704.0,Self-Employed
30.0,56263.75,8724.81,No,Bachelors,Male,687.0,Self-Employed
,79138.41,13221.13,No,Bachelors,Female,706.0,Unemployed
34.0,46491.13,11544.0,Yes,High School,Male,771.0,Unemployed
45.0,57486.27,16962.31,Yes,Masters,Female,744.0,Employed
19.0,49188.69,12114.48,No,Bachelors,Female,758.0,Employed
50.0,,14923.84,Yes,Masters,Female,718.0,Self-Employed
49.0,55598.71,14273.34,No,PhD,Male,771.0,Self-Employed
,88120.08,20132.79,Yes,Bachelors,Female,794.0,Employed
36.0,34909.07,17354.24,Yes,Bachelors,Male,652.0,Employed
42.0,78669.69,16448.62,Yes,PhD,Male,667.0,Employed
61.0,75158.95,15101.72,Yes,Bachelors,Male,774.0,Employed
20.0,,11164.56,No,Bachelors,Female,806.0,Self-Employed
46.0,75140.98,10616.49,Yes,PhD,Female,665.0,Employed
29.0,62423.21,16386.18,Yes,Masters,Female,652.0,Employed
38.0,53693.81,7929.65,No,Masters,Female,682.0,Employed
36.0,89808.23,14811.86,Yes,Masters,Male,696.0,Employed
34.0,,15536.55,Yes,Bachelors,Female,728.0,Employed
38.0,60137.29,7946.67,Yes,High School,Male,759.0,Employed
27.0,88178.23,14719.07,Yes,Bachelors,Male,711.0,Employed
48.0,61082.44,15031.34,Yes,PhD,Female,807.0,Employed
20.0,69981.16,25393.49,Yes,Masters,Male,718.0,Self-Employed
43.0,57910.33,15047.1,Yes,Masters,Female,686.0,Employed
35.0,80676.84,19375.96,Yes,PhD,Male,672.0,Self-Employed
26.0,50116.17,17232.65,Yes,High School,Male,698.0,Employed
40.0,64028.23,16289.82,Yes,Masters,Female,729.0,Employed
22.0,56908.92,19149.92,Yes,Bachelors,Male,714.0,Unemployed
38.0,75274.24,7783.6,Yes,PhD,Female,700.0,Unemployed
24.0,77769.76,14556.91,Yes,High School,Male,704.0,Unemployed
43.0,47916.78,16406.74,Yes,Bachelors,Female,681.0,Employed
29.0,78128.63,10187.44,Yes,Bachelors,Female,731.0,Unemployed
33.0,40465.53,14766.44,Yes,Bachelors,Male,820.0,Unemployed
41.0,113839.46,15470.3,Yes,Bachelors,Female,704.0,Unemployed
30.0,59770.54,14156.49,No,Bachelors,Male,739.0,Employed
,90985.21,10562.49,Yes,PhD,Female,696.0,Employed
23.0,74023.33,11231.08,Yes,Masters,Female,805.0,Self-Employed
44.0,74835.91,13396.7,Yes,Bachelors,Female,691.0,Employed
56.0,46678.52,16923.13,No,Bachelors,Female,700.0,Employed
66.0,86868.82,15475.47,Yes,High School,Male,640.0,Employed
39.0,70972.94,15996.33,No,High School,Male,626.0,Self-Employed
,79402.79,13843.89,Yes,Bachelors,Female,709.0,Self-Employed
20.0,68185.71,10797.95,Yes,Masters,Female,692.0,Employed
53.0,,13465.73,Yes,PhD,Male,745.0,Employed
46.0,52256.57,10835.92,Yes,Masters,Female,746.0,Employed
33.0,66942.18,,Yes,Masters,Male,730.0,Unemployed
50.0,61602.22,14932.27,Yes,Bachelors,Female,744.0,Employed
35.0,55888.58,13698.64,Yes,High School,Female,751.0,Employed
33.0,72690.51,21182.68,No,High School,Female,741.0,Self-Employed
43.0,77267.74,18445.19,Yes,Bachelors,Female,691.0,Employed
27.0,75015.44,17380.84,No,PhD,Female,679.0,Employed
48.0,67954.78,10002.46,No,Masters,Male,707.0,Employed
27.0,78222.18,20098.31,Yes,Bachelors,Male,700.0,Employed
,74843.28,15706.13,Yes,Masters,Male,729.0,Self-Employed
29.0,71950.54,13214.4,Yes,Masters,Male,770.0,Employed
46.0,73323.02,11085.69,No,Bachelors,Female,704.0,Employed
32.0,93660.06,11725.28,Yes,Masters,Male,729.0,Employed
25.0,45898.53,13717.2,No,High School,Female,819.0,Unemployed
32.0,,9866.43,No,Bachelors,Female,736.0,Employed
38.0,76763.49,15191.63,Yes,High School,Male,745.0,Self-Employed
26.0,38345.28,14173.94,Yes,Bachelors,Female,803.0,Self-Employed
26.0,97651.69,18432.99,Yes,Bachelors,Male,710.0,Unemployed
59.0,75096.36,14253.91,Yes,Masters,Female,752.0,Self-Employed
29.0,89138.04,5895.24,Yes,Bachelors,Male,677.0,Unemployed
35.0,92395.24,13452.33,No,High School,Male,702.0,Employed
34.0,78249.06,9354.57,Yes,Masters,Male,702.0,Employed
34.0,25348.13,12016.84,Yes,Masters,Male,744.0,Employed
44.0,72953.88,10280.59,Yes,Bachelors,Male,824.0,Self-Employed
47.0,74237.74,25450.63,No,Masters,Male,681.0,Employed
35.0,48262.66,13300.76,Yes,Bachelors,Female,776.0,Employed
26.0,34206.53,18587.92,No,Masters,Male,763.0,Employed
51.0,79233.39,13468.15,Yes,Bachelors,Female,732.0,Self-Employed
37.0,45016.19,13865.72,Yes,Masters,Female,734.0,Unemployed
55.0,111228.34,12623.89,Yes,Masters,Male,756.0,Employed
16.0,75262.75,11519.7,Yes,Bachelors,Female,721.0,Unemployed
40.0,97030.23,11625.9,Yes,Masters,Female,699.0,Employed
57.0,70623.27,16872.36,Yes,Masters,Female,776.0,Employed
34.0,85030.78,14700.64,Yes,PhD,Female,713.0,Employed
36.0,71065.28,21645.71,No,Bachelors,Female,727.0,Self-Employed
41.0,90111.46,13898.92,Yes,Bachelors,Female,670.0,Employed
32.0,29233.36,13618.7,No,Masters,Female,717.0,Unemployed
35.0,87762.96,15203.39,Yes,Bachelors,Male,649.0,Self-Employed
35.0,83375.28,18029.27,No,Bachelors,Female,,Employed
32.0,66916.97,15580.11,Yes,Bachelors,Female,649.0,Employed
50.0,61816.72,21728.63,Yes,High School,Male,633.0,Self-Employed
43.0,64017.95,27889.9,Yes,Bachelors,Male,647.0,Self-Employed
41.0,75655.34,19096.16,Yes,Bachelors,Female,743.0,Employed
46.0,94280.79,16880.01,Yes,Bachelors,Female,672.0,Employed
35.0,59316.22,4995.74,Yes,High School,Female,714.0,Employed
30.0,35964.66,21924.05,Yes,Bachelors,Male,688.0,Employed
32.0,119691.62,21136.43,Yes,Bachelors,Male,741.0,Employed
38.0,83431.49,22673.03,No,Bachelors,Male,632.0,Self-Employed
27.0,62175.77,18981.49,No,PhD,Female,717.0,Self-Employed
33.0,93776.93,10253.77,Yes,Bachelors,Male,699.0,Employed
33.0,88673.88,10173.96,Yes,Bachelors,Female,757.0,Employed
59.0,79845.65,9547.69,Yes,Masters,Female,750.0,Employed
10.0,60458.97,15401.85,Yes,Masters,Male,613.0,Unemployed
36.0,83346.45,11494.7,No,Masters,Female,779.0,Self-Employed
55.0,91791.18,19295.01,Yes,Masters,Male,772.0,Unemployed
39.0,35598.55,12140.98,No,High School,Female,743.0,Employed
46.0,74489.9,13370.98,No,High School,Male,650.0,Employed
39.0,75963.51,16321.72,Yes,Masters,Female,746.0,Employed
31.0,75321.53,12609.46,No,High School,Female,755.0,Self-Employed
16.0,,10459.46,Yes,Bachelors,Male,704.0,Unemployed
40.0,93721.46,5935.21,Yes,Bachelors,Female,767.0,Employed
30.0,65773.66,19653.94,No,Bachelors,Female,804.0,Employed
30.0,69944.29,10394.13,Yes,Bachelors,Female,700.0,Employed
33.0,76313.31,13083.84,Yes,Bachelors,Male,675.0,Employed
55.0,66438.61,13145.02,No,Masters,Male,710.0,Unemployed
,42279.97,4694.94,Yes,PhD,Male,746.0,Employed
40.0,74282.6,16434.35,Yes,Bachelors,Male,719.0,Employed
33.0,74509.13,22024.98,No,Masters,Male,672.0,Employed
26.0,62696.7,19797.88,Yes,Bachelors,Female,778.0,Self-Employed
43.0,67353.7,13119.4,Yes,Bachelors,Female,711.0,Employed
56.0,6402.6,20272.84,Yes,Masters,Male,750.0,Self-Employed
36.0,94168.12,6330.66,Yes,Masters,Female,752.0,Unemployed
14.0,88020.6,19160.86,Yes,Masters,Male,711.0,Employed
45.0,43243.38,11344.71,Yes,Masters,Female,751.0,Unemployed
48.0,56490.66,19840.49,Yes,Bachelors,Female,807.0,Employed
22.0,98970.43,15178.02,Yes,Masters,Male,766.0,Employed
40.0,46902.99,8979.19,Yes,High School,Male,639.0,Employed
43.0,79569.17,16235.75,Yes,Masters,Male,711.0,Unemployed
37.0,60159.67,15004.75,Yes,Masters,Male,685.0,Self-Employed
30.0,78202.84,16191.5,Yes,Bachelors,Male,780.0,Employed
48.0,71002.76,10989.93,Yes,Bachelors,Female,720.0,Unemployed
34.0,64335.36,9144.24,Yes,Bachelors,Female,713.0,Employed
23.0,77770.44,,Yes,Bachelors,Female,645.0,Employed
18.0,60139.06,14664.36,Yes,Masters,Female,873.0,Employed
51.0,34315.34,17863.33,Yes,PhD,Female,,Employed
44.0,51445.55,17772.76,Yes,High School,Male,712.0,Self-Employed
39.0,49042.83,18539.75,Yes,Bachelors,Male,644.0,Employed
34.0,37917.62,23092.53,Yes,Bachelors,Male,729.0,Employed
33.0,77388.0,15996.27,Yes,Bachelors,Female,717.0,Employed
27.0,66544.67,10014.08,Yes,Masters,Male,726.0,Employed
34.0,77078.82,11131.57,No,Masters,Female,650.0,Self-Employed
17.0,80415.03,13549.22,Yes,Masters,Female,637.0,Employed
31.0,85129.38,16056.34,Yes,High School,Female,805.0,Employed
35.0,78138.43,21894.83,Yes,High School,Female,662.0,Self-Employed
44.0,50407.83,14297.6,Yes,High School,Female,746.0,Employed
38.0,81590.51,,Yes,Masters,Female,706.0,Employed
46.0,74436.09,23838.83,Yes,Bachelors,Female,770.0,Employed
51.0,113802.1,17152.74,Yes,High School,Female,730.0,Self-Employed
49.0,70158.37,18149.83,Yes,Bachelors,Male,725.0,Unemployed
43.0,77658.0,12703.28,No,PhD,Female,727.0,Employed
38.0,68103.49,23402.69,No,Bachelors,Male,681.0,Unemployed
28.0,70977.92,11814.0,Yes,Masters,Female,662.0,Employed
45.0,69627.73,21009.85,Yes,High School,Female,708.0,Employed
55.0,61307.53,9837.72,Yes,PhD,Female,643.0,Employed
41.0,73547.07,18200.75,Yes,High School,Male,614.0,Employed
57.0,,20571.89,Yes,Bachelors,Female,727.0,Employed
23.0,61609.87,19542.1,Yes,Bachelors,Female,706.0,Employed
26.0,86711.47,12664.99,Yes,Bachelors,Male,769.0,Employed
47.0,84286.21,13652.07,No,High School,Female,762.0,Employed
41.0,52394.75,22690.88,No,Bachelors,Male,746.0,Self-Employed
51.0,50726.21,12470.96,Yes,High School,Female,745.0,Employed
38.0,78963.07,12641.92,Yes,Masters,Male,680.0,Unemployed
29.0,58249.28,22522.45,No,Bachelors,Female,744.0,Unemployed
36.0,49085.79,14686.69,No,High School,Female,689.0,Self-Employed
23.0,104337.95,14724.11,Yes,High School,Female,749.0,Self-Employed
27.0,50673.45,24193.74,No,Masters,Female,858.0,Unemployed
48.0,,11773.52,Yes,Bachelors,Female,600.0,Unemployed
47.0,54326.13,11342.9,Yes,PhD,Male,757.0,Employed
42.0,74632.96,15896.14,Yes,Masters,Male,724.0,Employed
21.0,71471.04,15162.05,Yes,Bachelors,Female,689.0,Employed
34.0,107744.27,11108.09,No,Bachelors,Male,757.0,Employed
26.0,54632.14,19030.15,Yes,Bachelors,Male,657.0,Employed
50.0,74723.13,15076.4,Yes,Bachelors,Female,823.0,Unemployed
32.0,92569.78,,Yes,Masters,Female,773.0,Self-Employed
27.0,56819.68,14979.64,Yes,Masters,Male,692.0,Employed
38.0,84074.48,9769.73,Yes,High School,Male,624.0,Employed
32.0,33356.58,10914.43,Yes,PhD,Male,689.0,Employed
53.0,105175.09,7089.53,Yes,Bachelors,Female,,Employed
31.0,89895.16,20694.66,Yes,PhD,Female,816.0,Employed
24.0,56386.5,,No,Bachelors,Male,708.0,Unemployed
16.0,86596.36,19973.86,Yes,High School,Female,756.0,Employed
38.0,96263.66,12748.83,Yes,Masters,Female,699.0,Employed
32.0,44226.63,20740.6,No,PhD,Male,,Employed
24.0,,6915.98,Yes,Bachelors,Male,676.0,Unemployed
50.0,96921.67,19860.26,Yes,Masters,Female,790.0,Employed
45.0,71349.46,14609.94,Yes,High School,Female,685.0,Employed
38.0,78723.32,8072.42,No,Bachelors,Female,740.0,Self-Employed
52.0,71403.94,887.4,No,High School,Female,729.0,Employed
45.0,87829.78,17508.53,Yes,Masters,Female,851.0,Employed
30.0,80258.63,19948.42,No,Bachelors,Female,722.0,Employed
28.0,72124.35,15309.84,Yes,Bachelors,Female,695.0,Employed
,27966.15,18015.62,No,Masters,Male,683.0,Employed
42.0,82800.21,17231.99,Yes,Bachelors,Female,766.0,Employed
40.0,84584.82,15277.53,Yes,High School,Male,821.0,Self-Employed
30.0,45209.22,19796.19,Yes,Bachelors,Female,810.0,Employed
44.0,46568.02,7612.59,Yes,Masters,Female,695.0,Self-Employed
30.0,80351.97,15492.26,No,Bachelors,Male,761.0,Employed
37.0,73886.5,18413.82,No,PhD,Female,668.0,Unemployed
52.0,30504.13,12769.79,Yes,PhD,Female,719.0,Employed
31.0,53559.57,16278.92,Yes,Masters,Female,651.0,Employed
22.0,76276.86,9114.75,Yes,High School,Male,722.0,Employed
27.0,83533.54,15377.84,No,Bachelors,Male,669.0,Self-Employed
48.0,58313.62,11395.12,Yes,Masters,Female,717.0,Employed
41.0,67050.87,12414.13,No,High School,Male,786.0,Employed
37.0,52412.96,17858.76,Yes,Bachelors,Female,678.0,Employed
,96478.47,6192.34,Yes,Masters,Male,700.0,Employed
43.0,73491.77,9546.01,Yes,Bachelors,Male,768.0,Employed
30.0,56646.23,18624.19,Yes,PhD,Male,701.0,Unemployed
41.0,46873.97,14215.82,Yes,Bachelors,Male,660.0,Employed
31.0,44662.25,11326.7,No,Bachelors,Male,699.0,Employed
29.0,,17252.44,No,Masters,Male,721.0,Employed
32.0,66529.76,9463.3,Yes,Masters,Female,751.0,Employed
34.0,62009.58,9301.95,Yes,Bachelors,Female,630.0,Employed
38.0,65735.12,13960.03,Yes,PhD,Female,748.0,Unemployed
40.0,57395.8,14307.76,No,Bachelors,Female,730.0,Employed
1.0,67859.79,11286.39,No,Masters,Female,615.0,Unemployed
30.0,70698.57,13680.88,Yes,Bachelors,Female,707.0,Employed
34.0,70300.07,21666.05,Yes,Masters,Female,725.0,Employed
53.0,,14819.1,Yes,Masters,Male,,Employed
27.0,87848.62,9249.46,No,Masters,Male,667.0,Employed
40.0,58940.81,15121.75,No,Masters,Female,717.0,Employed
53.0,56826.73,4403.21,Yes,PhD,Male,719.0,Employed
25.0,55923.48,23060.02,Yes,High School,Male,613.0,Self-Employed
42.0,48950.57,9066.94,Yes,Bachelors,Male,685.0,Employed
30.0,75355.95,16032.03,Yes,Bachelors,Female,679.0,Unemployed
33.0,87899.64,15810.84,Yes,PhD,Female,653.0,Employed
30.0,55540.22,11096.34,Yes,Masters,Male,763.0,Employed
31.0,33137.48,21496.99,No,Masters,Female,767.0,Unemployed
65.0,49457.71,25288.09,No,Bachelors,Female,647.0,Unemployed
46.0,61034.28,11259.54,Yes,High School,Male,711.0,Employed
49.0,45371.29,18556.14,Yes,PhD,Male,742.0,Employed
43.0,58025.37,10061.88,Yes,Masters,Female,770.0,Self-Employed
22.0,58969.46,21606.88,No,Bachelors,Male,764.0,Self-Employed
42.0,69690.2,,No,High School,Female,,Employed
49.0,40900.91,20047.02,No,Bachelors,Female,,Employed
29.0,81602.27,6717.76,Yes,Bachelors,Female,775.0,Employed
48.0,103218.78,12287.15,Yes,High School,Female,699.0,Employed
45.0,98582.34,12357.4,Yes,Masters,Male,674.0,Employed
,58319.12,12020.54,Yes,Bachelors,Female,776.0,Employed
34.0,,21642.71,Yes,Bachelors,Female,668.0,Employed
,81005.08,5944.39,Yes,Bachelors,Male,634.0,Employed
34.0,69129.5,16948.63,Yes,Bachelors,Male,734.0,Employed
52.0,73540.11,18720.97,Yes,Bachelors,Female,756.0,Employed
20.0,83660.88,11488.06,Yes,High School,Female,781.0,Self-Employed
17.0,87667.52,17524.44,No,PhD,Female,753.0,Employed
39.0,53766.55,17208.37,Yes,Masters,Male,759.0,Self-Employed
34.0,84953.83,13641.38,No,High School,Male,664.0,Unemployed
38.0,103329.25,20433.94,Yes,High School,Female,739.0,Employed
47.0,87643.63,12284.35,Yes,Bachelors,Female,749.0,Employed
32.0,100729.26,20446.04,Yes,High School,Male,689.0,Employed
,18329.61,15659.3,Yes,High School,Male,720.0,Unemployed
58.0,81914.18,13441.81,Yes,PhD,Female,778.0,Employed
28.0,75285.03,13880.83,No,Masters,Male,764.0,Employed
27.0,90541.69,8057.3,Yes,Bachelors,Male,780.0,Self-Employed
49.0,47487.48,13189.51,Yes,Masters,Female,694.0,Employed
34.0,59877.18,9389.27,Yes,Bachelors,Female,796.0,Unemployed
37.0,88010.73,16323.79,Yes,Bachelors,Female,693.0,Employed
43.0,48806.63,19502.62,Yes,Bachelors,Female,647.0,Employed
49.0,74846.29,17284.91,Yes,Masters,Male,714.0,Employed
35.0,69661.23,11434.74,No,Masters,Male,715.0,Employed
53.0,66081.39,13673.26,Yes,Masters,Female,677.0,Self-Employed
17.0,81453.97,16383.36,Yes,Masters,Female,739.0,Employed
46.0,47689.98,16647.39,Yes,PhD,Female,1100.0,Self-Employed
30.0,54397.66,23185.68,Yes,Bachelors,Female,745.0,Employed
52.0,67215.02,18116.72,Yes,Bachelors,Male,763.0,Unemployed
39.0,45976.35,15740.19,No,Bachelors,Male,757.0,Employed
31.0,,15521.06,Yes,Bachelors,Female,690.0,Employed
45.0,54024.66,13260.1,Yes,PhD,Female,668.0,Employed
47.0,85726.59,15000.79,Yes,Masters,Female,713.0,Employed
44.0,52489.93,18585.38,Yes,Bachelors,Male,721.0,Employed
28.0,84083.94,11466.02,Yes,Bachelors,Female,785.0,Self-Employed
33.0,37823.03,17051.84,No,Bachelors,Female,682.0,Employed
38.0,98172.31,14455.72,Yes,Bachelors,Female,722.0,Employed
38.0,92702.66,,No,Bachelors,Male,720.0,Self-Employed
45.0,58948.33,16476.36,No,Bachelors,Male,706.0,Employed
18.0,53487.19,16638.58,No,Masters,Female,747.0,Employed
41.0,79156.05,10719.2,No,Bachelors,Male,732.0,Employed
35.0,39477.88,22321.57,Yes,Bachelors,Male,789.0,Employed
30.0,70695.04,17534.86,Yes,Masters,Male,728.0,Employed
31.0,,21821.27,Yes,Masters,Female,623.0,Employed
36.0,,14079.95,Yes,PhD,Male,669.0,Self-Employed
2.0,57123.02,14991.8,Yes,High School,Male,693.0,Employed
31.0,54032.63,8147.13,No,Bachelors,Female,596.0,Employed
29.0,104095.88,24224.03,Yes,Bachelors,Male,667.0,Employed
43.0,85610.87,16846.98,Yes,Bachelors,Female,769.0,Self-Employed
30.0,40402.74,24278.56,Yes,Masters,Female,644.0,Employed
36.0,52483.73,13253.86,Yes,Masters,Female,745.0,Self-Employed
53.0,87148.98,17359.24,Yes,Masters,Male,655.0,Employed
48.0,89373.74,19963.83,Yes,Bachelors,Male,719.0,Employed
47.0,42298.35,16649.1,No,Masters,Male,720.0,Employed
33.0,83972.1,13336.13,No,High School,Male,733.0,Employed
43.0,75300.58,12626.83,Yes,Masters,Male,,Employed
36.0,31166.6,13264.97,Yes,Bachelors,Male,770.0,Self-Employed
36.0,61936.05,28352.0,Yes,Bachelors,Female,697.0,Unemployed
42.0,67276.73,11892.52,Yes,Masters,Male,674.0,Unemployed
32.0,70969.84,5068.02,Yes,Bachelors,Male,743.0,Self-Employed
53.0,43588.34,15186.19,Yes,PhD,Male,719.0,Employed
36.0,54739.69,15123.25,No,Masters,Male,684.0,Employed
44.0,57541.13,13425.74,No,PhD,Male,,Unemployed
53.0,59286.49,11896.16,Yes,High School,Female,577.0,Employed
48.0,59620.05,13630.65,Yes,Masters,Male,710.0,Self-Employed
24.0,67347.34,8401.57,Yes,Bachelors,Female,699.0,Employed
42.0,76192.73,23892.53,Yes,Masters,Male,697.0,Employed
47.0,105484.51,16225.06,Yes,Bachelors,Female,682.0,Employed
47.0,87417.78,15589.4,Yes,High School,Male,751.0,Self-Employed
27.0,96337.27,20255.52,Yes,High School,Female,741.0,Employed
31.0,60384.89,28549.55,Yes,Bachelors,Female,734.0,Unemployed
48.0,49921.54,12991.09,Yes,High School,Female,668.0,Unemployed
30.0,86028.51,16533.49,Yes,PhD,Female,687.0,Employed
35.0,69675.78,19009.69,Yes,Masters,Female,580.0,Employed
54.0,,18455.32,Yes,Bachelors,Male,741.0,Self-Employed
38.0,52354.0,19523.89,Yes,Masters,Male,786.0,Unemployed
31.0,82971.54,19588.09,Yes,Masters,Male,616.0,Self-Employed
29.0,66495.01,12944.03,Yes,Bachelors,Female,770.0,Unemployed
41.0,,20976.01,Yes,Bachelors,Male,778.0,Employed
25.0,62664.88,14439.72,Yes,High School,Female,675.0,Employed
36.0,79808.67,16403.6,Yes,Bachelors,Male,852.0,Unemployed
41.0,85482.83,18073.94,No,Masters,Female,673.0,Employed
51.0,62671.72,11444.2,No,High School,Male,696.0,Employed
45.0,76886.2,17168.63,Yes,Masters,Female,708.0,Employed
31.0,76816.33,18102.25,No,Bachelors,Male,746.0,Employed
50.0,84766.74,5534.32,Yes,High School,Male,678.0,Self-Employed
35.0,89738.3,22008.27,Yes,Masters,Female,696.0,Unemployed
26.0,106224.43,10905.42,Yes,Bachelors,Male,653.0,Employed
36.0,60696.59,16365.02,Yes,Bachelors,Male,726.0,Employed
52.0,99200.2,22645.04,Yes,High School,Female,787.0,Employed
40.0,72341.49,18269.43,No,Bachelors,Female,710.0,Self-Employed
38.0,48103.98,20201.94,No,Masters,Female,754.0,Employed
54.0,56990.31,20550.77,Yes,Bachelors,Male,702.0,Self-Employed
24.0,79319.2,12539.28,Yes,Masters,Male,795.0,Employed
25.0,84475.21,9815.24,Yes,Masters,Male,,Unemployed
22.0,49674.64,17076.0,Yes,Bachelors,Female,667.0,Employed
42.0,54722.31,18563.58,Yes,Bachelors,Male,725.0,Employed
40.0,59337.67,20518.18,Yes,Masters,Female,709.0,Employed
53.0,52732.64,18904.11,No,Bachelors,Male,708.0,Employed
40.0,32398.3,12541.52,Yes,High School,Female,740.0,Employed
34.0,25613.73,19398.56,Yes,High School,Female,642.0,Employed
38.0,62363.86,4491.98,Yes,PhD,Female,711.0,Employed
39.0,75041.59,,No,Masters,Male,774.0,Self-Employed
21.0,83111.71,10553.26,No,Masters,Female,785.0,Employed
65.0,42753.32,10446.79,Yes,Bachelors,Male,684.0,Unemployed
43.0,43093.22,27441.34,Yes,Bachelors,Female,638.0,Self-Employed
40.0,59441.43,15285.38,No,Bachelors,Female,795.0,Employed
44.0,70066.85,13722.83,No,Masters,Male,674.0,Employed
45.0,90175.63,9234.09,No,Bachelors,Female,699.0,Employed
37.0,84354.44,17213.14,No,Bachelors,Male,679.0,Employed
32.0,62643.44,,No,High School,Male,716.0,Employed
44.0,77203.11,13244.11,Yes,High School,Female,690.0,Employed
42.0,53129.22,,No,High School,Female,762.0,Employed
30.0,71486.92,23133.09,Yes,Bachelors,Male,755.0,Employed
52.0,68751.53,13555.11,No,PhD,Female,655.0,Employed
41.0,98086.05,13443.74,No,Bachelors,Male,644.0,Self-Employed
45.0,79871.1,14823.21,Yes,High School,Male,663.0,Employed
52.0,54584.3,10974.32,No,Masters,Male,687.0,Self-Employed
38.0,54788.9,21369.24,Yes,Bachelors,Male,749.0,Employed
41.0,,18632.26,No,PhD,Male,736.0,Employed
46.0,38710.68,17439.11,No,Masters,Male,799.0,Employed
31.0,65399.59,26557.24,No,Bachelors,Female,687.0,Employed
39.0,67126.82,11513.02,Yes,Masters,Male,666.0,Employed
39.0,79330.54,21383.83,Yes,Bachelors,Female,718.0,Employed
28.0,82242.51,3880.1,Yes,Bachelors,Female,633.0,Employed
61.0,71978.33,18218.81,Yes,Masters,Male,724.0,Employed
24.0,37400.15,26291.68,Yes,High School,Male,691.0,Employed
25.0,45579.07,9751.12,Yes,Bachelors,Female,818.0,Employed
51.0,57897.9,23220.0,No,Bachelors,Male,709.0,Self-Employed
45.0,83045.83,8086.38,Yes,Bachelors,Female,821.0,Employed
28.0,82370.48,25390.83,No,Masters,Female,741.0,Employed
44.0,65011.23,12697.12,No,Masters,Female,757.0,Employed
53.0,117194.61,11297.18,Yes,High School,Female,741.0,Employed
38.0,101231.35,12322.3,Yes,Masters,Male,643.0,Employed
64.0,94798.39,15159.37,Yes,Masters,Male,788.0,Employed
21.0,84013.16,14239.87,No,Masters,Female,759.0,Employed
45.0,79170.84,14738.26,No,Bachelors,Male,724.0,Unemployed
50.0,77711.52,16580.67,Yes,High School,Female,650.0,Self-Employed
47.0,33899.42,16198.0,Yes,Bachelors,Male,635.0,Employed
36.0,48974.31,15031.08,Yes,High School,Male,707.0,Employed
35.0,65557.26,12788.64,No,Bachelors,Male,764.0,Employed
42.0,72557.45,17141.82,Yes,Masters,Female,724.0,Employed
46.0,67510.87,16879.02,Yes,Masters,Female,736.0,Employed
44.0,75445.54,16644.12,Yes,Bachelors,Female,796.0,Unemployed
48.0,27933.99,14991.48,Yes,Bachelors,Female,763.0,Employed
28.0,,11535.57,Yes,High School,Male,754.0,Employed
36.0,71242.75,15369.74,Yes,Bachelors,Male,755.0,Self-Employed
29.0,66251.0,13612.1,No,Bachelors,Female,741.0,Self-Employed
34.0,88546.24,4668.84,Yes,High School,Male,750.0,Self-Employed
48.0,49089.33,19996.52,No,Bachelors,Male,745.0,Employed
39.0,65262.1,16299.16,Yes,Bachelors,Female,748.0,Employed
64.0,75688.37,14898.74,Yes,PhD,Female,898.0,Employed
40.0,52939.77,17623.84,Yes,Bachelors,Female,715.0,Employed
39.0,29933.12,11225.61,Yes,Masters,Female,608.0,Employed
39.0,46939.2,21797.11,Yes,Bachelors,Female,666.0,Employed
,68705.59,21033.56,No,Bachelors,Female,776.0,Unemployed
37.0,65019.61,9189.4,Yes,Bachelors,Male,740.0,Self-Employed
49.0,69634.68,11838.1,No,Bachelors,Female,706.0,Unemployed
39.0,56814.46,18375.48,Yes,Masters,Female,741.0,Employed
30.0,43754.72,16233.51,No,Masters,Male,767.0,Employed
29.0,72740.17,14911.83,Yes,PhD,Female,747.0,Employed
33.0,66669.54,17198.53,Yes,High School,Male,791.0,Self-Employed
39.0,82756.7,5640.75,Yes,High School,Male,814.0,Employed
50.0,55046.3,10391.04,No,Bachelors,Male,766.0,Employed
25.0,29582.96,11990.17,No,Bachelors,Male,717.0,Self-Employed
35.0,17910.8,18814.27,Yes,PhD,Female,788.0,Self-Employed
39.0,61970.62,4230.54,Yes,Masters,Female,683.0,Employed
20.0,72558.18,15905.47,Yes,Bachelors,Male,662.0,Unemployed
30.0,65353.75,13116.51,Yes,Masters,Female,661.0,Employed
31.0,58696.99,18256.07,Yes,High School,Male,707.0,Employed
30.0,38172.35,19040.63,Yes,High School,Male,666.0,Employed
40.0,32212.76,23490.6,No,Bachelors,Male,737.0,Employed
36.0,77345.5,9131.39,No,Bachelors,Female,752.0,Self-Employed
32.0,65447.98,10892.55,No,Masters,Male,812.0,Employed
42.0,62729.63,15243.71,Yes,Masters,Female,703.0,Employed
55.0,39164.98,22050.43,Yes,Masters,Female,777.0,Self-Employed
54.0,50674.87,,Yes,Masters,Female,733.0,Self-Employed
,70902.09,15527.35,No,Bachelors,Female,755.0,Employed
44.0,75692.32,21122.11,Yes,Masters,Female,813.0,Employed
36.0,66715.2,13013.38,Yes,Bachelors,Female,761.0,Self-Employed
40.0,97584.99,20847.68,Yes,High School,Male,682.0,Employed
34.0,58490.12,23675.29,No,Bachelors,Male,664.0,Employed
39.0,95737.44,14234.58,No,Bachelors,Female,,Self-Employed
40.0,74337.34,7252.1,Yes,Bachelors,Female,632.0,Unemployed
32.0,72162.67,15728.25,Yes,Masters,Male,698.0,Employed
29.0,88650.45,23221.4,Yes,Bachelors,Male,731.0,Unemployed
34.0,57517.45,17467.8,Yes,High School,Male,721.0,Employed
40.0,63415.93,8120.6,Yes,Bachelors,Male,689.0,Employed
44.0,45529.17,21351.35,No,PhD,Male,627.0,Employed
47.0,88704.25,18976.98,No,Bachelors,Male,785.0,Employed
33.0,76710.11,19998.07,No,Bachelors,Female,685.0,Unemployed
41.0,91955.87,20664.71,Yes,Masters,Male,746.0,Employed
48.0,74097.27,12287.31,No,PhD,Male,669.0,Employed
50.0,92060.84,20292.78,No,Bachelors,Female,639.0,Employed
,55054.22,11772.32,Yes,High School,Male,697.0,Employed
36.0,89744.79,9091.82,No,Masters,Female,748.0,Employed
40.0,62043.7,10855.45,Yes,Bachelors,Female,635.0,Unemployed
27.0,70050.64,18463.91,No,Masters,Female,704.0,Employed
36.0,84567.11,12954.26,Yes,Bachelors,Female,714.0,Employed
45.0,116556.82,22377.9,No,Masters,Female,699.0,Employed
44.0,86401.06,20572.32,No,Bachelors,Female,658.0,Employed
35.0,88286.92,,Yes,High School,Female,713.0,Employed
40.0,59092.44,21900.28,Yes,Masters,Female,685.0,Employed
30.0,,9124.72,No,Masters,Female,647.0,Employed
45.0,68082.65,19782.7,Yes,Bachelors,Female,779.0,Employed
37.0,98153.32,17871.07,No,PhD,Male,769.0,Employed
35.0,67081.32,8632.9,No,Bachelors,Male,688.0,Employed
34.0,96570.84,11399.58,Yes,Masters,Male,690.0,Employed
37.0,43967.07,14206.31,Yes,Masters,Female,715.0,Employed
34.0,97975.55,14063.16,Yes,High School,Female,763.0,Unemployed
45.0,52771.98,14794.53,Yes,Masters,Male,786.0,Self-Employed
34.0,87077.68,11902.91,No,Bachelors,Male,647.0,Employed
54.0,52713.39,22395.7,Yes,Masters,Female,768.0,Employed
53.0,82366.95,8828.05,Yes,Bachelors,Male,726.0,Employed
29.0,50748.26,8975.06,Yes,Bachelors,Female,711.0,Unemployed
39.0,90729.62,10287.45,No,High School,Female,,Employed
31.0,86904.91,11823.0,Yes,PhD,Male,712.0,Employed
35.0,57986.25,11432.95,Yes,Bachelors,Male,714.0,Employed
58.0,81561.69,23398.5,No,Bachelors,Female,703.0,Employed
35.0,88948.65,11707.27,No,PhD,Male,711.0,Employed
42.0,51533.62,14392.12,Yes,Masters,Female,774.0,Employed
43.0,49319.94,8688.57,Yes,High School,Male,736.0,Unemployed
28.0,48573.91,12654.03,Yes,Bachelors,Male,768.0,Employed
29.0,45739.95,18006.85,Yes,Bachelors,Female,649.0,Employed
26.0,48478.14,18402.38,Yes,Bachelors,Female,702.0,Unemployed
29.0,,19920.81,Yes,PhD,Female,695.0,Employed
9.0,81157.0,10011.81,Yes,Masters,Male,748.0,Employed
43.0,36079.96,11633.12,Yes,Bachelors,Male,732.0,Employed
59.0,59796.66,19088.11,No,High School,Female,758.0,Employed
39.0,46843.27,14879.12,No,High School,Male,800.0,Unemployed
24.0,87230.6,14697.72,Yes,High School,Male,731.0,Employed
32.0,1400598.056378007,17950.6,Yes,Masters,Male,718.0,Employed
33.0,39111.45,,Yes,Bachelors,Male,707.0,Self-Employed
28.0,73403.3,11506.85,No,Masters,Male,,Employed
47.0,82129.84,14481.49,Yes,Bachelors,Female,657.0,Unemployed
46.0,50926.03,14400.69,Yes,Masters,Female,639.0,Employed
26.0,64701.68,10156.25,No,Bachelors,Male,693.0,Employed
45.0,51952.09,16498.42,No,Bachelors,Male,700.0,Employed
53.0,94880.95,12304.44,Yes,Masters,Female,806.0,Employed
57.0,,14974.01,Yes,Bachelors,Female,725.0,Employed
67.0,55563.24,18247.37,No,High School,Male,728.0,Self-Employed
29.0,68973.49,16342.93,No,Bachelors,Male,682.0,Employed
66.0,65849.01,10564.92,Yes,PhD,Male,713.0,Employed
34.0,83769.87,16018.81,Yes,PhD,Female,610.0,Unemployed
32.0,94320.94,15693.78,No,PhD,Male,752.0,Employed
41.0,94472.47,12193.85,No,PhD,Female,699.0,Employed
32.0,62361.85,10684.25,No,Masters,Female,659.0,Employed
42.0,76102.27,15769.92,Yes,High School,Female,,Self-Employed
25.0,99770.0,8013.99,No,PhD,Male,753.0,Unemployed
36.0,100539.98,9660.24,No,Bachelors,Female,759.0,Employed
51.0,52481.88,8583.34,Yes,Bachelors,Male,810.0,Employed
37.0,81844.9,8940.06,Yes,Bachelors,Male,714.0,Self-Employed
39.0,78464.11,12605.63,Yes,Bachelors,Female,663.0,Employed
43.0,88527.75,20310.06,Yes,Masters,Male,737.0,Employed
50.0,94872.35,18091.67,Yes,PhD,Female,769.0,Employed
21.0,49180.48,20615.79,Yes,Masters,Male,745.0,Employed
44.0,56186.43,11946.05,No,Bachelors,Female,727.0,Employed
35.0,88152.18,4944.9,Yes,Bachelors,Female,757.0,Self-Employed
40.0,72960.62,12013.21,Yes,Bachelors,Female,703.0,Employed
49.0,25455.18,20638.24,No,Bachelors,Female,723.0,Employed
26.0,,13032.18,Yes,Masters,Male,734.0,Employed
28.0,83251.46,14890.87,No,Masters,Male,588.0,Self-Employed
,86782.22,13926.71,Yes,Bachelors,Male,687.0,Employed
33.0,43010.25,18486.96,Yes,Masters,Female,657.0,Employed
51.0,91983.35,19151.91,Yes,Bachelors,Female,650.0,Self-Employed
37.0,66057.05,7254.38,No,Masters,Male,650.0,Employed
25.0,49550.52,,No,Bachelors,Male,725.0,Employed
33.0,58794.08,18274.33,Yes,Masters,Male,747.0,Employed
23.0,45545.14,13936.69,Yes,High School,Male,663.0,Employed
27.0,57681.78,18277.62,Yes,Bachelors,Female,666.0,Employed
42.0,32622.04,13597.34,Yes,Bachelors,Male,740.0,Self-Employed
26.0,68523.34,17604.14,No,Bachelors,Male,770.0,Employed
49.0,81742.37,14323.57,No,Bachelors,Female,740.0,Employed
37.0,43051.5,11402.34,Yes,Bachelors,Female,769.0,Employed
39.0,70340.41,13017.04,Yes,High School,Male,711.0,Employed
35.0,53906.96,14157.7,Yes,Masters,Female,759.0,Employed
46.0,83376.02,18056.19,Yes,Bachelors,Male,703.0,Employed
46.0,23711.86,14141.9,No,High School,Female,738.0,Employed
41.0,84237.78,9640.55,Yes,PhD,Female,663.0,Employed
44.0,33644.87,,Yes,High School,Male,791.0,Employed
36.0,65801.19,16556.78,Yes,Masters,Female,806.0,Employed
43.0,55821.64,21805.06,No,Bachelors,Male,729.0,Employed
35.0,62785.94,9537.46,Yes,Masters,Male,803.0,Employed
38.0,39412.18,13732.01,Yes,Masters,Male,743.0,Employed
35.0,,15954.35,No,Bachelors,Female,715.0,Employed
33.0,44268.74,18289.65,Yes,Bachelors,Male,697.0,Employed
31.0,45846.93,5562.76,Yes,Masters,Female,813.0,Employed
43.0,105896.41,5711.35,Yes,PhD,Female,712.0,Employed
51.0,76454.03,11693.22,No,Masters,Male,,Self-Employed
50.0,44914.87,17734.12,No,High School,Female,766.0,Employed
25.0,67424.25,11635.8,Yes,PhD,Female,739.0,Employed
51.0,65285.41,14365.19,Yes,High School,Female,705.0,Employed
35.0,36246.98,15259.26,Yes,Masters,Male,767.0,Employed
44.0,54834.75,10858.36,Yes,High School,Female,,Employed
29.0,69472.39,22321.02,Yes,High School,Male,716.0,Employed
39.0,95328.36,11024.68,Yes,Bachelors,Male,722.0,Unemployed
41.0,66223.4,4674.42,Yes,Masters,Female,713.0,Employed
23.0,67727.1,10088.25,No,Masters,Female,762.0,Employed
44.0,53696.67,10832.2,No,Bachelors,Male,678.0,Employed
51.0,91917.82,15868.25,Yes,High School,Female,714.0,Self-Employed
36.0,88046.44,16125.15,Yes,PhD,Female,845.0,Employed
52.0,85786.7,17933.95,Yes,Bachelors,Female,756.0,Employed
36.0,72236.78,24397.2,Yes,Bachelors,Male,770.0,Employed
46.0,38028.53,15141.86,Yes,Masters,Male,715.0,Employed
16.0,91733.4,19222.52,No,Masters,Female,789.0,Self-Employed
62.0,71146.59,12774.95,Yes,Bachelors,Male,641.0,Employed
53.0,63828.17,16447.78,Yes,Masters,Male,776.0,Self-Employed
35.0,78969.18,13256.88,Yes,Bachelors,Female,708.0,Employed
18.0,74483.79,14253.46,Yes,Bachelors,Male,686.0,Employed
41.0,48616.04,15831.75,Yes,PhD,Female,683.0,Employed
24.0,63584.04,19919.49,No,Masters,Male,716.0,Employed
42.0,31918.14,14730.83,Yes,High School,Female,769.0,Employed
42.0,71720.53,14717.02,Yes,Bachelors,Male,659.0,Self-Employed
,96602.56,16567.49,Yes,Bachelors,Male,795.0,Employed
49.0,,19392.96,No,Bachelors,Female,670.0,Employed
46.0,72572.56,7959.78,Yes,Masters,Female,702.0,Self-Employed
48.0,83369.57,16219.56,No,High School,Female,,Employed
38.0,86327.14,8344.55,Yes,PhD,Female,722.0,Unemployed
24.0,55076.2,21546.05,No,Masters,Female,687.0,Employed
48.0,47955.39,16693.73,Yes,Bachelors,Female,691.0,Self-Employed
35.0,58258.96,21132.93,Yes,Bachelors,Female,659.0,Employed
24.0,93817.42,6675.82,Yes,PhD,Male,727.0,Employed
52.0,35808.89,14155.6,No,High School,Male,653.0,Employed
,45680.66,19351.78,Yes,Bachelors,Male,705.0,Employed
38.0,60824.61,22020.68,No,High School,Female,,Employed
60.0,50486.58,16752.22,Yes,Masters,Female,666.0,Employed
39.0,69166.55,12861.86,No,High School,Female,683.0,Employed
34.0,98290.52,13650.38,Yes,Bachelors,Male,677.0,Employed
32.0,45923.63,9789.28,Yes,Bachelors,Male,742.0,Employed
54.0,67072.68,22313.9,Yes,PhD,Male,692.0,Employed
30.0,69834.98,18256.5,No,Bachelors,Female,786.0,Employed
45.0,63308.28,14103.55,Yes,High School,Male,686.0,Self-Employed
32.0,38431.5,17719.68,Yes,Bachelors,Female,711.0,Employed
33.0,57243.49,14447.73,No,Masters,Male,693.0,Employed
48.0,57303.27,13493.28,Yes,Masters,Female,714.0,Employed
34.0,82670.08,11222.92,No,Bachelors,Female,719.0,Employed
34.0,78391.59,11310.41,No,Bachelors,Male,717.0,Employed
49.0,38962.09,16903.41,Yes,Masters,Male,752.0,Employed
54.0,62257.27,20237.69,Yes,Bachelors,Male,723.0,Unemployed
44.0,59994.9,13317.98,Yes,Bachelors,Male,732.0,Self-Employed
31.0,109093.91,11035.81,Yes,Bachelors,Female,780.0,Employed
,75846.26,19762.28,Yes,Masters,Female,705.0,Self-Employed
39.0,48451.23,15395.19,No,Masters,Female,784.0,Self-Employed
41.0,54464.04,3838.66,Yes,Bachelors,Female,728.0,Employed
28.0,62429.09,11473.67,No,PhD,Male,586.0,Employed
45.0,77247.35,17342.84,Yes,Masters,Male,730.0,Employed
39.0,79698.42,11051.33,No,Masters,Male,791.0,Employed
21.0,74009.65,15255.94,No,PhD,Male,750.0,Employed
29.0,65804.7,8778.78,No,High School,Male,714.0,Employed
33.0,67279.99,12942.77,No,Bachelors,Female,693.0,Employed
37.0,67420.62,9565.48,Yes,High School,Male,802.0,Employed
57.0,34341.8,8841.63,No,Masters,Male,724.0,Employed
40.0,68774.17,11206.79,Yes,High School,Female,661.0,Employed
30.0,58454.92,19363.17,No,High School,Female,726.0,Self-Employed
40.0,,17084.69,Yes,Bachelors,Male,677.0,Employed
34.0,118357.65,25259.12,Yes,Masters,Female,603.0,Unemployed
41.0,76226.07,12011.19,Yes,High School,Male,721.0,Employed
44.0,70262.07,20095.94,Yes,PhD,Female,723.0,Employed
50.0,62577.44,24291.04,No,Bachelors,Male,703.0,Employed
38.0,84604.45,20589.8,Yes,High School,Male,703.0,Employed
54.0,46753.99,20678.53,Yes,Bachelors,Male,727.0,Employed
47.0,63745.91,15604.0,Yes,PhD,Male,686.0,Employed
31.0,50956.58,16157.46,Yes,Masters,Male,664.0,Self-Employed
60.0,84431.26,10394.5,Yes,Bachelors,Male,655.0,Self-Employed
41.0,53465.18,1639.73,Yes,PhD,Male,700.0,Self-Employed
30.0,92026.56,16021.93,Yes,Masters,Female,733.0,Self-Employed
55.0,68014.49,10202.4,Yes,Masters,Female,608.0,Self-Employed
59.0,85489.8,12874.58,Yes,Masters,Female,744.0,Self-Employed
38.0,77997.18,10869.61,No,Masters,Female,705.0,Employed
33.0,91184.9,16620.36,Yes,High School,Male,690.0,Employed
36.0,51296.47,14001.97,Yes,Masters,Female,794.0,Employed
45.0,88112.46,21286.94,Yes,PhD,Male,778.0,Unemployed
51.0,32748.23,11384.06,No,Bachelors,Male,747.0,Employed
44.0,70862.54,15902.87,Yes,Bachelors,Female,668.0,Employed
39.0,59081.56,14044.48,Yes,Bachelors,Male,780.0,Employed
53.0,41909.17,13528.89,No,High School,Male,668.0,Employed
,52129.56,14614.97,No,Masters,Male,705.0,Employed
48.0,57186.89,22602.48,No,Bachelors,Male,732.0,Employed
35.0,66068.97,19215.44,Yes,Bachelors,Female,615.0,Employed
42.0,59503.01,12718.47,Yes,High School,Female,732.0,Employed
37.0,71600.52,11946.22,No,Masters,Female,678.0,Self-Employed
37.0,53396.83,11088.27,No,PhD,Male,697.0,Employed
34.0,60462.85,15578.23,No,Bachelors,Male,661.0,Employed
51.0,64218.68,7419.14,Yes,Bachelors,Female,773.0,Employed
31.0,73641.92,13922.38,Yes,Bachelors,Female,702.0,Unemployed
31.0,86976.95,16910.33,No,High School,Male,720.0,Self-Employed
59.0,87073.26,11372.73,Yes,PhD,Female,801.0,Employed
48.0,74749.68,15203.25,Yes,Bachelors,Male,768.0,Self-Employed
14.0,78605.06,16327.0,No,Masters,Female,723.0,Self-Employed
32.0,76237.34,6189.02,No,Masters,Female,684.0,Employed
20.0,63707.16,16032.14,Yes,Bachelors,Male,,Employed
,88011.66,12705.68,Yes,PhD,Male,742.0,Unemployed
7.0,51710.38,24237.4,Yes,High School,Female,673.0,Employed
37.0,29037.09,15990.55,Yes,Bachelors,Male,626.0,Employed
27.0,49170.21,10405.48,Yes,Bachelors,Male,681.0,Employed
39.0,98062.42,5914.75,No,Bachelors,Male,740.0,Employed
22.0,64091.34,14752.18,No,Bachelors,Male,689.0,Employed
39.0,75482.58,21530.38,Yes,High School,Male,772.0,Employed
34.0,64521.0,11974.68,Yes,Bachelors,Female,687.0,Employed
53.0,81233.31,16573.03,No,Bachelors,Female,710.0,Employed
52.0,71414.25,,Yes,Bachelors,Female,682.0,Employed
46.0,68628.16,18439.25,Yes,PhD,Female,713.0,Employed
35.0,82275.57,14979.76,Yes,Bachelors,Male,664.0,Employed
58.0,60686.44,11708.75,Yes,Masters,Female,785.0,Employed
22.0,77441.56,13701.64,Yes,High School,Female,769.0,Employed
24.0,66505.57,9650.91,Yes,High School,Female,653.0,Employed
37.0,67851.47,,No,High School,Female,772.0,Employed
61.0,53628.05,19948.63,Yes,Bachelors,Female,790.0,Employed
36.0,65680.89,16675.63,Yes,Bachelors,Male,749.0,Self-Employed
36.0,59175.15,16438.14,Yes,Masters,Female,780.0,Employed
24.0,92598.4,11413.39,No,High School,Female,,Employed
47.0,36318.57,20986.46,Yes,Bachelors,Male,752.0,Employed
48.0,87785.2,13837.82,No,Bachelors,Male,744.0,Employed
46.0,35114.85,15656.12,Yes,Bachelors,Female,674.0,Employed
32.0,80744.31,20824.3,Yes,Masters,Female,763.0,Employed
31.0,53245.4,11386.55,Yes,High School,Female,738.0,Employed
25.0,81326.45,,Yes,Masters,Female,667.0,Employed
39.0,67572.82,20167.93,Yes,High School,Female,639.0,Unemployed
27.0,41352.93,19069.58,Yes,Bachelors,Female,733.0,Self-Employed
26.0,97172.37,16718.3,Yes,Bachelors,Male,713.0,Employed
34.0,85532.93,4111.28,No,High School,Female,658.0,Employed
33.0,80063.51,21395.6,No,High School,Male,781.0,Employed
33.0,57192.61,11950.05,Yes,Masters,Male,743.0,Employed
43.0,86221.69,12100.42,No,Bachelors,Male,743.0,Employed
39.0,44334.97,13999.43,Yes,High School,Female,728.0,Employed
35.0,25447.08,9010.67,No,Masters,Female,659.0,Employed
40.0,38753.48,21092.33,Yes,High School,Male,1100.0,Self-Employed
28.0,51560.24,15861.08,Yes,Masters,Male,781.0,Employed
39.0,54903.26,18496.9,No,Bachelors,Male,731.0,Employed
40.0,61303.13,11127.03,Yes,Masters,Male,667.0,Employed
23.0,62191.34,19933.09,No,Masters,Male,715.0,Employed
48.0,57003.23,22118.43,Yes,Bachelors,Male,745.0,Self-Employed
29.0,27673.7,8627.38,Yes,High School,Female,694.0,Unemployed
39.0,73842.47,9375.03,Yes,Masters,Male,730.0,Employed
,64706.5,10973.96,Yes,Masters,Female,772.0,Employed
47.0,56073.13,19623.75,No,Bachelors,Male,807.0,Self-Employed
38.0,97960.43,15904.99,No,Masters,Male,630.0,Employed
34.0,65156.69,14668.73,Yes,Bachelors,Female,765.0,Self-Employed
47.0,71170.63,16836.33,Yes,PhD,Male,745.0,Employed
45.0,85917.0,24660.71,Yes,Masters,Female,736.0,Employed
32.0,40202.78,6271.33,Yes,Masters,Female,676.0,Self-Employed
30.0,69547.8,13450.33,No,Masters,Female,742.0,Self-Employed
17.0,85850.96,-381.92,No,High School,Male,694.0,Employed
40.0,68173.42,17533.1,Yes,Bachelors,Female,742.0,Self-Employed
37.0,43933.15,20435.05,Yes,Masters,Female,743.0,Employed
49.0,60350.49,13466.69,Yes,High School,Male,783.0,Employed
42.0,73779.73,18263.9,Yes,High School,Male,760.0,Employed
51.0,27862.44,7320.25,Yes,Bachelors,Male,625.0,Self-Employed
31.0,42946.78,17393.28,Yes,High School,Female,722.0,Employed
49.0,109470.74,27273.37,Yes,Masters,Female,786.0,Self-Employed
33.0,79691.8,13090.15,Yes,Bachelors,Female,646.0,Employed
46.0,99669.41,17087.38,Yes,Masters,Female,714.0,Employed
23.0,87326.35,12050.38,Yes,Bachelors,Female,737.0,Employed
40.0,77879.67,15879.94,Yes,PhD,Female,607.0,Employed
18.0,63818.42,20538.78,Yes,Masters,Male,737.0,Employed
35.0,77624.28,17996.21,No,High School,Male,689.0,Employed
42.0,98999.28,14488.29,No,Bachelors,Female,728.0,Employed
33.0,86510.78,14405.46,Yes,Bachelors,Male,731.0,Self-Employed
27.0,73336.21,8991.86,No,PhD,Female,707.0,Unemployed
46.0,66553.06,20090.73,No,Bachelors,Female,720.0,Employed
37.0,79966.47,18745.7,No,Masters,Female,668.0,Employed
33.0,59359.15,8722.81,No,Bachelors,Male,714.0,Employed
38.0,79969.49,15879.43,Yes,Masters,Female,691.0,Employed
64.0,56040.89,,No,High School,Female,739.0,Employed
50.0,62921.58,12722.27,Yes,High School,Male,722.0,Unemployed
50.0,49445.89,19058.05,Yes,Bachelors,Male,667.0,Self-Employed
42.0,61204.74,19948.16,Yes,PhD,Male,681.0,Employed
40.0,56325.45,18555.69,Yes,Masters,Male,680.0,Unemployed
14.0,103838.31,13646.87,Yes,Bachelors,Female,716.0,Self-Employed
31.0,52110.08,17302.79,No,Bachelors,Male,726.0,Employed
33.0,77696.71,11137.06,Yes,High School,Male,715.0,Unemployed
19.0,51062.35,18763.88,No,Masters,Female,727.0,Employed
26.0,70937.92,14908.67,Yes,High School,Female,692.0,Employed
18.0,75798.31,,No,Masters,Male,680.0,Employed
38.0,32977.93,11355.99,Yes,Masters,Female,651.0,Unemployed
46.0,42045.97,18392.2,Yes,PhD,Male,702.0,Employed
49.0,50906.54,14315.57,Yes,Bachelors,Male,689.0,Employed
42.0,43935.26,12552.04,No,Masters,Male,835.0,Employed
28.0,71681.7,12532.9,Yes,Masters,Male,821.0,Employed
19.0,74851.6,8783.32,Yes,High School,Female,744.0,Employed
20.0,48738.56,15832.63,Yes,PhD,Male,675.0,Employed
25.0,72483.97,16436.63,Yes,Masters,Male,716.0,Self-Employed
29.0,61518.43,7591.62,Yes,Masters,Female,733.0,Self-Employed
36.0,68010.48,9619.75,Yes,High School,Female,610.0,Employed
28.0,,6759.23,Yes,Bachelors,Male,719.0,Employed
41.0,79753.13,21023.08,Yes,Masters,Female,653.0,Employed
36.0,102698.59,18091.68,Yes,PhD,Female,703.0,Employed
38.0,85486.68,20519.97,Yes,Masters,Female,677.0,Employed
49.0,97867.82,23101.35,No,Bachelors,Female,715.0,Employed
26.0,41943.5,17196.22,Yes,Masters,Female,698.0,Employed
42.0,56485.82,14699.59,No,High School,Male,730.0,Employed
38.0,81304.72,15976.08,Yes,Masters,Female,757.0,Employed
35.0,100165.88,11776.35,No,Bachelors,Male,748.0,Employed
47.0,83008.81,10982.11,Yes,Masters,Female,813.0,Employed
47.0,49475.52,12897.56,Yes,Bachelors,Male,697.0,Employed
29.0,61306.85,13759.35,Yes,Bachelors,Female,790.0,Employed
36.0,76668.09,6699.04,Yes,Bachelors,Female,669.0,Employed
41.0,66706.81,8817.88,Yes,Masters,Female,632.0,Self-Employed
35.0,54024.55,8648.46,Yes,High School,Female,747.0,Self-Employed
44.0,64194.91,8438.92,Yes,Bachelors,Female,795.0,Self-Employed
41.0,69711.28,18186.58,Yes,PhD,Male,679.0,Self-Employed
56.0,48301.57,,Yes,High School,Male,746.0,Employed
23.0,89690.18,14036.18,Yes,Masters,Female,680.0,Employed
37.0,61207.7,16913.94,Yes,Masters,Female,775.0,Employed
29.0,68548.48,19114.17,No,Bachelors,Female,772.0,Employed
44.0,90701.05,17278.24,Yes,Masters,Female,738.0,Employed
22.0,67500.03,23188.6,No,Masters,Male,,Employed
41.0,89607.18,,Yes,PhD,Male,740.0,Employed
32.0,49415.98,,Yes,Bachelors,Male,636.0,Employed
31.0,78659.12,11973.75,Yes,High School,Male,720.0,Self-Employed
24.0,86786.45,5528.87,No,Bachelors,Female,680.0,Employed
33.0,53402.64,15394.95,Yes,Masters,Female,725.0,Unemployed
49.0,66432.61,19319.42,Yes,Bachelors,Female,722.0,Employed
38.0,66846.49,11288.57,Yes,High School,Female,727.0,Employed
44.0,74192.78,12446.02,Yes,Masters,Female,643.0,Unemployed
55.0,79496.03,19801.83,Yes,High School,Male,661.0,Employed
41.0,51775.88,14755.06,Yes,Masters,Male,809.0,Employed
32.0,68798.9,10383.28,No,Masters,Female,762.0,Employed
43.0,101826.36,10210.31,No,PhD,Female,735.0,Self-Employed
33.0,91077.54,18281.52,No,High School,Female,643.0,Self-Employed
33.0,85876.88,14344.14,Yes,Masters,Female,735.0,Employed
23.0,66144.41,14273.31,No,Masters,Female,738.0,Employed
47.0,112576.62,8101.43,Yes,Bachelors,Female,698.0,Employed
34.0,90596.28,17385.04,Yes,Bachelors,Male,661.0,Employed
40.0,70748.38,20162.39,Yes,Bachelors,Female,687.0,Self-Employed
28.0,74408.21,13187.93,Yes,Bachelors,Female,770.0,Employed
42.0,60823.01,17046.63,Yes,PhD,Female,758.0,Employed
30.0,77867.43,12965.6,Yes,Masters,Male,769.0,Employed
37.0,81861.5,17969.31,Yes,PhD,Male,748.0,Employed
47.0,84052.16,17469.24,Yes,Masters,Female,674.0,Self-Employed
46.0,66386.32,13078.46,Yes,Bachelors,Male,636.0,Self-Employed
38.0,40526.01,4363.73,Yes,PhD,Male,717.0,Employed
20.0,74835.77,11002.72,Yes,Bachelors,Male,768.0,Employed
68.0,84135.87,16723.07,Yes,Masters,Male,770.0,Employed
55.0,50428.93,19419.89,No,Bachelors,Female,668.0,Employed
45.0,68183.35,11976.32,Yes,Masters,Male,737.0,Unemployed
30.0,96829.32,21722.65,Yes,Bachelors,Male,684.0,Self-Employed
37.0,45930.5,22468.93,No,Bachelors,Female,706.0,Self-Employed
33.0,64325.31,18491.69,Yes,Bachelors,Male,656.0,Unemployed
51.0,99742.78,9320.06,Yes,High School,Female,755.0,Unemployed
41.0,73154.31,18556.8,Yes,High School,Female,745.0,Employed
30.0,59479.76,12307.99,Yes,Bachelors,Male,661.0,Employed
33.0,69859.37,12033.81,Yes,Bachelors,Male,704.0,Self-Employed
49.0,86518.34,17264.87,No,PhD,Female,642.0,Employed
54.0,65929.89,17142.79,Yes,Bachelors,Female,,Employed
53.0,81951.64,17280.19,Yes,Masters,Male,,Self-Employed
46.0,74699.8,18284.7,Yes,PhD,Male,721.0,Employed
35.0,76341.57,14715.32,Yes,PhD,Male,694.0,Self-Employed
6.0,83230.83,7755.75,No,Bachelors,Female,722.0,Employed
41.0,64103.44,25413.53,Yes,Masters,Female,693.0,Employed
38.0,51109.78,13045.4,No,Bachelors,Female,,Employed
39.0,79487.91,11435.97,Yes,Masters,Female,702.0,Employed
39.0,67351.92,8925.74,Yes,PhD,Male,775.0,Employed
25.0,61037.78,15758.43,No,Bachelors,Male,696.0,Self-Employed
44.0,80527.71,15178.5,Yes,Masters,Male,749.0,Employed
44.0,95546.94,14398.4,Yes,Bachelors,Male,716.0,Employed
45.0,66908.43,,Yes,PhD,Male,658.0,Employed
47.0,70168.99,18292.87,No,Bachelors,Female,797.0,Employed
44.0,46364.66,9911.57,Yes,PhD,Male,808.0,Employed
34.0,65546.11,25369.41,Yes,Masters,Male,716.0,Unemployed
37.0,74425.81,7423.73,No,Bachelors,Female,709.0,Employed
39.0,69591.12,14421.26,Yes,PhD,Female,767.0,Unemployed
39.0,62756.88,11348.89,Yes,Bachelors,Male,718.0,Unemployed
48.0,84516.83,16852.4,No,Masters,Male,755.0,Employed
44.0,71160.15,18180.69,Yes,High School,Male,732.0,Employed
59.0,121776.06,,No,Bachelors,Male,728.0,Unemployed
60.0,74154.39,20252.27,Yes,High School,Male,687.0,Employed
39.0,,15995.34,No,Bachelors,Female,690.0,Employed
-0.0,47759.37,22305.02,Yes,Bachelors,Male,773.0,Employed
50.0,80642.39,19645.38,Yes,Bachelors,Male,792.0,Employed
33.0,,12643.75,Yes,Bachelors,Female,728.0,Employed
30.0,58375.39,20275.86,Yes,Masters,Male,784.0,Self-Employed
34.0,45215.4,11773.78,Yes,High School,Female,681.0,Employed
34.0,60465.35,18132.52,No,Bachelors,Female,747.0,Employed
44.0,73878.56,17632.46,No,Bachelors,Female,707.0,Self-Employed
22.0,77716.71,12414.81,Yes,Masters,Female,721.0,Employed
27.0,49602.09,5028.34,Yes,Bachelors,Female,708.0,Employed
41.0,86108.12,22388.56,Yes,High School,Female,709.0,Employed
44.0,46172.62,17094.19,Yes,Bachelors,Male,589.0,Employed
44.0,78759.12,15102.76,Yes,Bachelors,Female,656.0,Employed
30.0,76740.94,15093.68,Yes,Bachelors,Male,632.0,Self-Employed
28.0,51312.84,19873.88,Yes,PhD,Male,696.0,Employed
33.0,48933.69,25926.38,Yes,Bachelors,Female,667.0,Employed
40.0,77645.81,19513.74,Yes,Bachelors,Female,633.0,Unemployed
53.0,58802.35,16837.79,Yes,Bachelors,Female,669.0,Employed
18.0,66190.01,16429.83,Yes,Bachelors,Male,709.0,Employed
36.0,83746.72,16820.15,Yes,Masters,Female,869.0,Self-Employed
25.0,79582.74,9981.07,Yes,Bachelors,Male,713.0,Employed
21.0,51681.11,17925.16,No,Bachelors,Male,701.0,Employed
48.0,68928.42,8447.06,No,Masters,Male,650.0,Employed
43.0,51305.7,17209.39,No,High School,Female,665.0,Unemployed
42.0,1400598.056378007,12641.91,No,Masters,Female,763.0,Employed
47.0,100730.34,19328.69,No,Bachelors,Male,791.0,Employed
,53098.09,16903.39,No,Bachelors,Female,674.0,Unemployed
34.0,69376.66,13245.99,Yes,PhD,Female,728.0,Self-Employed
60.0,88349.22,9947.34,Yes,High School,Male,848.0,Employed
36.0,70484.22,22380.96,Yes,Masters,Female,815.0,Employed
45.0,81230.11,14568.18,Yes,High School,Male,732.0,Self-Employed
38.0,71032.13,23699.14,Yes,Bachelors,Male,672.0,Employed
20.0,48863.93,8844.59,Yes,Masters,Male,670.0,Employed
18.0,72378.5,13735.33,Yes,PhD,Male,613.0,Employed
32.0,92545.67,3746.58,Yes,Bachelors,Female,719.0,Employed
49.0,76285.84,18781.22,Yes,Masters,Male,808.0,Self-Employed
46.0,102473.49,19190.9,No,Masters,Female,685.0,Employed
47.0,34569.92,11974.5,Yes,Bachelors,Female,706.0,Employed
28.0,77580.95,11728.15,Yes,Masters,Male,716.0,Employed
54.0,,13057.85,Yes,Masters,Female,721.0,Employed
,52487.38,13800.59,Yes,PhD,Male,675.0,Employed
40.0,96688.37,12202.51,Yes,High School,Male,712.0,Employed
38.0,64899.9,20404.59,No,High School,Male,736.0,Employed
36.0,62969.09,12655.75,Yes,Bachelors,Female,743.0,Unemployed
51.0,76871.52,5518.4,No,Masters,Female,737.0,Employed
31.0,26949.63,13725.7,Yes,High School,Female,680.0,Employed
25.0,97097.32,12437.93,Yes,High School,Female,717.0,Self-Employed
38.0,108088.61,8460.97,No,Bachelors,Female,736.0,Employed
34.0,88302.27,15945.5,Yes,Bachelors,Male,772.0,Employed
72.0,78239.79,5369.74,Yes,Bachelors,Male,746.0,Employed
45.0,65668.49,16904.38,Yes,High School,Male,,Self-Employed
34.0,48495.75,14834.73,No,Masters,Female,723.0,Employed
27.0,93881.28,12183.26,Yes,High School,Female,740.0,Self-Employed
19.0,88326.83,9270.42,Yes,Bachelors,Female,744.0,Employed
28.0,79002.33,7683.14,Yes,Bachelors,Male,751.0,Employed
39.0,76672.58,19408.51,Yes,Bachelors,Male,747.0,Unemployed
52.0,76011.85,13502.63,Yes,Bachelors,Female,,Self-Employed
49.0,59481.27,6606.45,Yes,Masters,Male,669.0,Employed
40.0,120023.38,14941.06,Yes,PhD,Male,779.0,Employed
35.0,64287.53,13634.06,Yes,Bachelors,Male,671.0,Employed
41.0,61465.92,22064.87,No,Bachelors,Male,735.0,Self-Employed
33.0,92412.13,12940.26,Yes,Bachelors,Male,689.0,Employed
55.0,69415.88,19897.01,No,Bachelors,Male,769.0,Employed
36.0,69620.11,13906.12,No,Masters,Female,774.0,Employed
37.0,98291.39,9091.86,Yes,Bachelors,Male,674.0,Unemployed
16.0,83572.3,17357.73,Yes,Masters,Male,755.0,Employed
36.0,84588.37,21088.06,Yes,Bachelors,Male,763.0,Self-Employed
46.0,41645.79,19534.45,No,PhD,Female,749.0,Self-Employed
27.0,78010.8,16569.81,Yes,Bachelors,Male,708.0,Employed
30.0,49887.84,19986.43,Yes,PhD,Female,634.0,Self-Employed
46.0,60900.12,15851.63,Yes,Masters,Female,778.0,Employed
23.0,73512.83,15409.61,Yes,Masters,Female,689.0,Employed
49.0,69275.8,7636.95,No,Masters,Male,709.0,Employed
33.0,83084.37,,Yes,Masters,Female,743.0,Employed
34.0,85413.99,22539.76,Yes,Masters,Female,669.0,Unemployed
27.0,86912.68,6819.91,Yes,Bachelors,Male,664.0,Self-Employed
42.0,43115.98,8439.14,Yes,High School,Male,677.0,Unemployed
63.0,117253.17,13364.59,Yes,Masters,Female,674.0,Employed
46.0,69508.42,8221.39,Yes,Bachelors,Male,665.0,Employed
29.0,94258.67,18421.4,No,Bachelors,Male,720.0,Employed
49.0,19713.74,6362.29,Yes,High School,Female,731.0,Unemployed
35.0,64693.42,18402.98,Yes,Bachelors,Male,685.0,Employed
52.0,40786.36,20021.71,No,Bachelors,Male,723.0,Employed
46.0,52772.69,18284.51,No,High School,Female,583.0,Employed
9.0,71011.12,15102.18,Yes,High School,Male,735.0,Employed
28.0,63305.01,17671.36,Yes,Bachelors,Male,723.0,Employed
47.0,96280.34,9223.49,No,High School,Female,775.0,Self-Employed
40.0,,16298.56,Yes,Masters,Female,739.0,Employed
28.0,50663.32,11908.03,Yes,Bachelors,Female,747.0,Employed
32.0,60244.7,19453.86,No,High School,Male,685.0,Employed
19.0,49378.24,18551.15,No,High School,Male,632.0,Employed
37.0,93118.0,10948.08,Yes,Bachelors,Female,719.0,Employed
60.0,73180.87,16758.29,Yes,Masters,Male,643.0,Employed
46.0,70646.62,16965.58,No,Bachelors,Male,723.0,Self-Employed
60.0,76249.33,12629.63,Yes,Bachelors,Male,744.0,Employed
47.0,63776.58,15112.28,Yes,Bachelors,Female,715.0,Employed
48.0,52870.6,17557.7,Yes,High School,Male,671.0,Employed
58.0,71021.1,12716.46,Yes,Bachelors,Male,807.0,Employed
42.0,,10570.71,Yes,Bachelors,Female,705.0,Employed
36.0,76940.48,16139.22,Yes,Masters,Male,770.0,Self-Employed
48.0,37360.43,22416.95,Yes,Bachelors,Female,797.0,Employed
53.0,73727.17,14237.12,Yes,Bachelors,Male,785.0,Employed
33.0,56215.08,13239.12,Yes,High School,Female,754.0,Employed
31.0,73026.1,11036.95,No,PhD,Female,807.0,Employed
39.0,88101.79,20750.38,Yes,Bachelors,Male,738.0,Self-Employed
46.0,58875.04,19375.95,No,PhD,Male,770.0,Employed
46.0,93934.41,14268.9,Yes,Bachelors,Male,731.0,Employed
24.0,35184.75,11063.11,Yes,Bachelors,Female,677.0,Employed
57.0,100876.58,11016.82,Yes,High School,Female,729.0,Employed
32.0,94769.88,10722.85,Yes,Masters,Male,648.0,Employed
35.0,52268.21,12533.67,Yes,Bachelors,Male,725.0,Employed
29.0,52435.49,12196.15,Yes,Masters,Female,701.0,Self-Employed
65.0,40100.88,11309.57,Yes,Masters,Female,764.0,Employed
40.0,88427.58,20575.64,No,Bachelors,Male,788.0,Unemployed
29.0,63391.78,22926.32,Yes,Bachelors,Female,666.0,Self-Employed
47.0,61924.6,9553.39,No,Masters,Female,740.0,Employed
46.0,47543.7,12143.25,Yes,Bachelors,Male,741.0,Employed
36.0,106239.48,10260.47,No,Bachelors,Male,786.0,Employed
46.0,50544.78,16592.42,No,Bachelors,Female,765.0,Employed
30.0,70483.32,13301.01,No,Masters,Male,776.0,Unemployed
33.0,74319.39,9846.88,Yes,Bachelors,Male,740.0,Unemployed
18.0,62026.58,23263.06,No,Masters,Female,659.0,Self-Employed
25.0,57982.19,17438.51,Yes,Bachelors,Female,684.0,Unemployed
56.0,62614.77,10102.76,Yes,PhD,Female,742.0,Employed
54.0,81306.67,22533.53,Yes,Bachelors,Male,657.0,Employed
39.0,63058.86,9265.74,No,Masters,Female,695.0,Self-Employed
55.0,102510.91,18072.26,Yes,Masters,Male,702.0,Employed
36.0,54459.23,27089.21,Yes,PhD,Male,715.0,Employed
36.0,85082.14,14344.04,No,Bachelors,Male,739.0,Employed
39.0,34872.03,13558.56,No,Bachelors,Female,736.0,Employed
,54461.5,15837.98,No,Bachelors,Female,751.0,Self-Employed
36.0,53674.16,26127.45,Yes,Masters,Male,674.0,Employed
49.0,47921.73,22381.12,Yes,Bachelors,Male,700.0,Unemployed
40.0,75669.45,12783.06,Yes,Masters,Female,743.0,Employed
45.0,67796.26,16522.66,Yes,High School,Female,663.0,Employed
48.0,24423.45,19614.56,No,Masters,Female,758.0,Employed
42.0,109910.71,12855.08,Yes,PhD,Male,726.0,Employed
28.0,,9342.04,No,High School,Female,655.0,Employed
24.0,70023.55,20421.74,Yes,High School,Male,762.0,Employed
,96202.38,,No,Masters,Female,732.0,Employed
36.0,89777.22,16594.32,No,High School,Female,810.0,Unemployed
39.0,64036.53,20534.33,Yes,Bachelors,Female,777.0,Employed
38.0,30949.74,9273.58,Yes,Bachelors,Female,,Employed
64.0,81287.71,13841.44,Yes,Bachelors,Male,707.0,Employed
25.0,,28190.94,Yes,Masters,Female,728.0,Self-Employed
18.0,94785.29,17838.25,Yes,Bachelors,Male,734.0,Employed
41.0,54476.73,18140.07,No,PhD,Female,674.0,Employed
34.0,60962.66,15529.21,Yes,Masters,Male,724.0,Employed
41.0,43136.38,5794.36,Yes,Bachelors,Male,706.0,Self-Employed
44.0,44754.09,10910.02,No,Bachelors,Female,678.0,Employed
51.0,67818.49,19567.27,Yes,Masters,Female,695.0,Employed
23.0,65954.81,12290.87,No,High School,Male,696.0,Employed
32.0,60482.35,14150.34,Yes,Bachelors,Male,812.0,Employed
42.0,111060.23,16456.97,No,Bachelors,Male,779.0,Employed
46.0,82072.93,10115.53,Yes,High School,Male,735.0,Employed
60.0,70204.87,8587.78,Yes,Bachelors,Female,636.0,Self-Employed
48.0,14853.48,14937.14,Yes,Bachelors,Female,790.0,Self-Employed
37.0,86515.36,13146.09,Yes,Bachelors,Male,619.0,Employed
29.0,129890.73,16139.04,Yes,High School,Female,656.0,Employed
32.0,66240.99,7840.96,No,High School,Female,,Employed
32.0,53789.75,12326.42,Yes,Bachelors,Male,673.0,Employed
45.0,73266.49,18444.66,Yes,Bachelors,Female,804.0,Employed
41.0,41371.83,29729.03,No,Bachelors,Male,759.0,Employed
25.0,79241.21,15596.56,No,Bachelors,Female,733.0,Self-Employed
34.0,100004.38,18354.21,Yes,Bachelors,Male,720.0,Employed
47.0,56581.38,17437.93,No,Bachelors,Male,673.0,Self-Employed
42.0,57227.18,16467.29,No,Bachelors,Female,761.0,Unemployed
44.0,68406.08,18410.14,No,Bachelors,Female,793.0,Employed
42.0,59975.62,10205.72,No,Masters,Female,765.0,Unemployed
54.0,39753.66,13214.17,No,Bachelors,Female,751.0,Employed
40.0,62295.25,16249.48,Yes,Bachelors,Female,770.0,Self-Employed
34.0,58259.82,10168.14,Yes,Bachelors,Male,723.0,Self-Employed
29.0,97331.1,17166.64,Yes,Masters,Female,621.0,Employed
40.0,93107.49,5417.8,Yes,Bachelors,Female,777.0,Self-Employed
14.0,97946.26,19060.88,No,Masters,Male,668.0,Employed
36.0,86034.5,14247.95,Yes,Masters,Female,721.0,Employed
36.0,74115.66,18470.55,Yes,High School,Male,811.0,Unemployed
24.0,52511.84,19984.56,Yes,Bachelors,Female,719.0,Self-Employed
29.0,96522.31,22048.53,Yes,Masters,Female,802.0,Employed
46.0,76955.79,16343.42,No,Masters,Female,728.0,Employed
40.0,,6333.79,Yes,Bachelors,Female,678.0,Self-Employed
39.0,51722.64,6193.31,Yes,Bachelors,Male,716.0,Self-Employed
41.0,44725.1,8676.61,No,Bachelors,Female,693.0,Self-Employed
39.0,28959.42,18601.22,Yes,Bachelors,Female,774.0,Self-Employed
50.0,77770.44,7956.81,Yes,Masters,Female,711.0,Employed
39.0,45242.49,13828.95,Yes,High School,Male,756.0,Employed
23.0,54881.09,12889.02,No,Bachelors,Female,740.0,Employed
54.0,70776.79,16804.29,Yes,Masters,Male,628.0,Employed
42.0,66242.14,18576.21,Yes,High School,Male,683.0,Employed
32.0,55731.16,15474.59,Yes,Bachelors,Female,722.0,Self-Employed
25.0,100378.58,19008.78,Yes,Bachelors,Male,702.0,Self-Employed
42.0,39466.91,9496.8,Yes,High School,Male,728.0,Unemployed
37.0,40332.68,20104.01,Yes,Masters,Female,748.0,Employed
54.0,79156.88,15657.19,Yes,Bachelors,Male,774.0,Self-Employed
35.0,57477.34,18798.11,No,Bachelors,Female,737.0,Employed
30.0,,12414.06,No,Bachelors,Male,726.0,Self-Employed
47.0,48419.28,4746.15,No,Masters,Male,750.0,Employed
47.0,76764.02,18328.05,Yes,Masters,Male,689.0,Employed
40.0,74512.64,14282.86,Yes,Bachelors,Female,732.0,Unemployed
45.0,72382.46,21009.17,Yes,Masters,Male,741.0,Self-Employed
38.0,58340.86,17109.3,Yes,PhD,Female,725.0,Employed
40.0,54979.41,29759.57,Yes,Bachelors,Male,719.0,Unemployed
50.0,66738.12,21354.42,Yes,High School,Female,754.0,Employed
44.0,89330.8,13757.27,No,Bachelors,Female,671.0,Employed
36.0,101363.19,7075.6,Yes,Masters,Female,678.0,Employed
52.0,92227.11,10642.98,No,High School,Male,710.0,Unemployed
14.0,80114.75,10312.01,Yes,Bachelors,Female,774.0,Self-Employed
59.0,89643.52,12394.9,Yes,Bachelors,Female,649.0,Employed
21.0,46361.28,14373.33,No,Bachelors,Female,771.0,Employed
32.0,55724.59,16588.84,Yes,Bachelors,Male,791.0,Employed
38.0,80487.97,21870.67,Yes,Masters,Female,731.0,Self-Employed
37.0,67636.78,10646.0,No,High School,Male,668.0,Employed
48.0,76750.13,8057.46,No,Bachelors,Female,637.0,Employed
27.0,89589.3,19154.97,No,PhD,Female,825.0,Self-Employed
41.0,86480.57,21661.36,Yes,Masters,Male,660.0,Employed
32.0,48180.73,12547.67,No,Masters,Male,695.0,Employed
41.0,70236.89,20205.64,Yes,High School,Male,629.0,Employed
37.0,51583.55,18851.33,Yes,Masters,Female,617.0,Employed
39.0,54453.64,6458.1,Yes,Bachelors,Male,754.0,Self-Employed
33.0,35782.62,11816.76,Yes,High School,Female,691.0,Employed
33.0,72672.01,12616.22,Yes,High School,Female,763.0,Employed
41.0,34304.51,24943.02,Yes,Bachelors,Female,703.0,Employed
47.0,77882.66,17543.03,Yes,Bachelors,Male,781.0,Unemployed
32.0,97168.95,12483.0,No,High School,Male,704.0,Self-Employed
29.0,80606.72,11514.29,Yes,Bachelors,Male,,Employed
44.0,71037.77,7150.39,Yes,Masters,Male,670.0,Unemployed
38.0,100688.96,20330.68,No,Masters,Male,,Employed
46.0,76548.91,16978.13,Yes,Masters,Male,672.0,Employed
29.0,52745.13,18097.23,No,Masters,Female,689.0,Self-Employed
20.0,72502.13,8572.11,Yes,Masters,Male,638.0,Employed
33.0,109193.83,18678.98,No,Bachelors,Female,669.0,Unemployed
30.0,48147.22,,No,Masters,Female,671.0,Employed
37.0,42397.52,11364.36,Yes,Masters,Female,817.0,Self-Employed
32.0,82298.17,17565.5,Yes,High School,Male,713.0,Self-Employed
45.0,65518.94,,No,Masters,Female,700.0,Unemployed
35.0,59359.96,15895.19,Yes,Masters,Male,757.0,Employed
40.0,44816.41,13672.75,No,PhD,Female,697.0,Self-Employed
40.0,30997.76,20362.63,Yes,Bachelors,Female,735.0,Employed
40.0,40871.4,19459.46,No,Masters,Female,753.0,Employed
38.0,102298.51,15454.33,No,Masters,Male,750.0,Employed
43.0,69822.52,16404.62,Yes,Bachelors,Female,718.0,Employed
30.0,30752.71,17993.02,No,Bachelors,Female,725.0,Employed
52.0,93681.72,14954.5,Yes,PhD,Male,738.0,Self-Employed
36.0,94696.68,10911.5,Yes,Bachelors,Male,746.0,Employed
25.0,94584.68,12585.44,Yes,High School,Female,737.0,Unemployed
40.0,61549.37,8897.12,Yes,Bachelors,Female,728.0,Employed
29.0,64623.79,19627.04,No,Masters,Male,673.0,Self-Employed
45.0,,16989.52,Yes,High School,Male,748.0,Employed
60.0,98020.93,12884.62,Yes,Masters,Male,659.0,Employed
30.0,58901.98,11375.69,No,Masters,Female,721.0,Employed
41.0,54911.74,16181.61,Yes,Masters,Female,727.0,Employed
20.0,83913.54,7935.1,Yes,Bachelors,Male,647.0,Employed
43.0,94185.09,9656.61,Yes,Masters,Female,683.0,Employed
29.0,68944.19,14902.07,No,Masters,Female,784.0,Employed
32.0,83408.8,27205.52,Yes,Bachelors,Female,679.0,Employed
27.0,72248.94,17261.97,Yes,High School,Male,749.0,Self-Employed
45.0,64975.11,15926.5,Yes,Bachelors,Male,660.0,Self-Employed
48.0,53414.44,9146.09,Yes,Masters,Male,650.0,Employed
38.0,46922.8,10334.83,No,High School,Female,757.0,Employed
29.0,57704.68,21781.56,Yes,PhD,Female,776.0,Self-Employed
54.0,50478.82,12690.54,Yes,Masters,Female,721.0,Employed
30.0,75669.65,15353.27,Yes,Bachelors,Female,740.0,Employed
16.0,94350.92,17959.05,Yes,Masters,Female,787.0,Employed
43.0,74080.19,12899.77,Yes,Masters,Female,710.0,Employed
27.0,51585.93,12461.52,Yes,High School,Male,724.0,Employed
48.0,87107.54,6376.1,Yes,Bachelors,Female,709.0,Unemployed
34.0,75937.63,8920.97,No,Masters,Female,683.0,Employed
44.0,79896.52,17934.11,Yes,Masters,Male,644.0,Self-Employed
52.0,59612.65,12807.31,Yes,Bachelors,Male,676.0,Unemployed
26.0,92667.53,18342.49,Yes,High School,Female,778.0,Employed
,92565.31,7076.05,No,Bachelors,Male,801.0,Employed
37.0,66318.66,19056.63,No,Bachelors,Female,666.0,Employed
53.0,84369.04,14801.73,Yes,PhD,Female,757.0,Self-Employed
31.0,92029.78,7646.68,Yes,Bachelors,Male,708.0,Employed
32.0,60692.56,20645.95,Yes,PhD,Male,796.0,Employed
43.0,68375.23,7966.7,Yes,PhD,Female,718.0,Employed
32.0,71595.83,20386.51,Yes,High School,Male,687.0,Employed
40.0,48043.6,14838.43,No,PhD,Male,730.0,Employed
22.0,78833.25,10531.67,Yes,High School,Male,646.0,Self-Employed
60.0,90450.46,24242.02,Yes,Masters,Male,727.0,Employed
25.0,67122.28,17026.15,Yes,High School,Male,705.0,Employed
35.0,76797.0,21073.66,No,Masters,Male,705.0,Employed
38.0,97971.62,17162.96,Yes,Bachelors,Male,688.0,Employed
57.0,61896.96,13917.78,Yes,Bachelors,Female,680.0,Self-Employed
25.0,77205.3,10646.29,Yes,PhD,Male,735.0,Employed
58.0,58603.76,14094.0,Yes,Masters,Male,724.0,Employed
46.0,58057.87,15817.1,No,PhD,Male,709.0,Employed
42.0,76837.87,19083.08,Yes,PhD,Female,738.0,Unemployed
28.0,74827.39,13034.29,Yes,Masters,Male,715.0,Self-Employed
44.0,81101.4,17567.72,No,Bachelors,Male,708.0,Employed
31.0,71523.17,23392.47,No,Bachelors,Female,685.0,Employed
51.0,79302.86,15791.04,Yes,Masters,Female,774.0,Employed
28.0,103310.38,5204.67,Yes,High School,Male,833.0,Self-Employed
37.0,91198.21,15242.52,No,Bachelors,Male,600.0,Self-Employed
32.0,76767.63,14526.52,No,Bachelors,Female,708.0,Employed
28.0,80098.14,14368.26,Yes,Bachelors,Female,711.0,Self-Employed
45.0,64021.96,7021.66,Yes,Bachelors,Female,728.0,Self-Employed
43.0,66816.22,16382.34,Yes,Bachelors,Female,859.0,Employed
50.0,79849.22,12340.55,Yes,High School,Female,723.0,Employed
20.0,71753.0,14472.34,Yes,Masters,Female,703.0,Employed
49.0,85860.37,19740.02,Yes,PhD,Female,751.0,Employed
63.0,95341.46,10942.37,Yes,Bachelors,Male,762.0,Employed
33.0,67964.68,14488.03,Yes,Bachelors,Female,690.0,Employed
57.0,29815.67,13988.69,Yes,Bachelors,Female,716.0,Self-Employed
35.0,110683.78,14171.14,Yes,Masters,Female,718.0,Employed
24.0,56950.11,12781.29,Yes,Masters,Female,801.0,Unemployed
35.0,73903.23,13050.33,Yes,Masters,Male,727.0,Self-Employed
48.0,84549.85,,Yes,High School,Male,743.0,Employed
30.0,98179.47,12885.64,No,Masters,Male,690.0,Employed
32.0,106120.68,16353.6,Yes,Bachelors,Female,,Unemployed
44.0,62722.54,15524.79,No,High School,Female,713.0,Employed
38.0,93793.8,15364.25,Yes,Masters,Female,707.0,Unemployed
44.0,73959.6,17401.19,No,Bachelors,Female,691.0,Employed
40.0,124864.07,11835.2,Yes,High School,Male,731.0,Self-Employed
43.0,92008.89,22007.08,Yes,PhD,Female,712.0,Employed
34.0,66450.52,10399.73,Yes,Bachelors,Male,672.0,Employed
40.0,54138.54,14177.34,Yes,PhD,Female,675.0,Unemployed
29.0,17468.21,9067.19,Yes,Masters,Male,730.0,Employed
51.0,83493.52,19485.2,Yes,Bachelors,Male,725.0,Self-Employed
32.0,90168.98,10394.09,Yes,Bachelors,Female,751.0,Self-Employed
49.0,84909.21,,No,Bachelors,Male,726.0,Employed
36.0,22931.71,16324.49,Yes,High School,Female,665.0,Employed
40.0,44839.78,15880.94,Yes,Masters,Male,749.0,Employed
33.0,79616.47,20581.21,Yes,PhD,Male,677.0,Unemployed
28.0,105710.47,11977.45,Yes,PhD,Male,772.0,Unemployed
21.0,68888.92,22334.97,Yes,Bachelors,Male,768.0,Employed
,91830.37,13080.13,No,Bachelors,Female,690.0,Self-Employed
35.0,,17158.55,No,Masters,Male,678.0,Employed
40.0,74142.56,14033.12,No,Bachelors,Male,660.0,Employed
48.0,64506.8,18086.19,Yes,High School,Male,655.0,Employed
34.0,93751.79,9986.43,Yes,Bachelors,Female,801.0,Employed
29.0,59203.27,15535.57,No,High School,Female,680.0,Unemployed
24.0,103540.25,15091.1,Yes,Masters,Male,700.0,Employed
43.0,63845.75,17180.33,Yes,Masters,Male,844.0,Employed
,48602.74,17027.36,Yes,PhD,Female,778.0,Self-Employed
51.0,49273.85,10697.15,Yes,Bachelors,Female,771.0,Self-Employed
45.0,57551.46,21531.1,Yes,Masters,Male,753.0,Employed
44.0,77411.35,,Yes,Masters,Male,772.0,Employed
55.0,57800.4,18652.49,Yes,PhD,Male,602.0,Self-Employed
41.0,53590.45,8695.59,No,PhD,Female,713.0,Employed
44.0,87796.16,12926.68,Yes,Bachelors,Male,686.0,Employed
35.0,5775.63,20393.05,Yes,High School,Female,641.0,Self-Employed
24.0,61402.37,23176.75,No,Bachelors,Female,647.0,Self-Employed
31.0,43315.24,17121.65,Yes,PhD,Female,712.0,Self-Employed
38.0,52628.91,14559.57,Yes,Masters,Male,650.0,Employed
39.0,74875.0,9688.69,Yes,High School,Male,709.0,Employed
57.0,65895.35,18986.44,No,Bachelors,Female,697.0,Employed
39.0,64088.68,16532.62,No,Masters,Male,801.0,Employed
50.0,93790.18,3233.72,No,Masters,Male,752.0,Self-Employed
34.0,69727.64,6336.05,No,PhD,Female,763.0,Unemployed
35.0,106121.14,16751.33,Yes,Masters,Female,666.0,Employed
25.0,84243.84,10839.05,No,Masters,Female,784.0,Self-Employed
31.0,50665.81,9802.15,No,Bachelors,Female,750.0,Employed
43.0,108681.84,14479.75,Yes,Bachelors,Female,715.0,Unemployed
38.0,75562.11,16716.02,No,Masters,Male,,Employed
47.0,107434.96,22152.19,No,Masters,Male,740.0,Employed
40.0,64678.09,10912.91,Yes,Bachelors,Female,705.0,Unemployed
34.0,75444.63,17179.04,Yes,PhD,Male,686.0,Employed
59.0,78642.28,9866.96,Yes,High School,Female,732.0,Employed
37.0,66637.72,12524.23,No,Bachelors,Male,701.0,Unemployed
50.0,95438.4,15944.46,No,Masters,Male,714.0,Self-Employed
34.0,108651.64,14261.76,Yes,Bachelors,Male,659.0,Unemployed
45.0,24131.47,8169.17,Yes,Bachelors,Male,642.0,Employed
47.0,86296.37,17567.28,No,High School,Male,793.0,Employed
40.0,52109.92,18706.2,No,Bachelors,Male,660.0,Self-Employed
14.0,18143.83,26796.39,Yes,Masters,Male,662.0,Employed
38.0,80340.37,16109.57,No,Bachelors,Female,689.0,Unemployed
50.0,80385.47,15868.68,Yes,Masters,Male,762.0,Self-Employed
43.0,83602.54,16516.31,No,Bachelors,Male,687.0,Employed
42.0,77420.56,8179.19,Yes,Bachelors,Female,712.0,Employed
21.0,87500.5,8521.76,Yes,Bachelors,Male,674.0,Employed
31.0,57939.02,14586.95,Yes,Masters,Male,777.0,Unemployed
42.0,75266.69,3514.93,Yes,PhD,Female,615.0,Employed
42.0,83963.33,9346.4,No,PhD,Female,731.0,Employed
50.0,97059.12,12512.13,Yes,Bachelors,Female,816.0,Employed
37.0,70876.91,20044.06,Yes,PhD,Male,706.0,Employed
42.0,65724.09,16296.76,Yes,Masters,Female,674.0,Employed
38.0,68895.22,7410.36,Yes,Masters,Male,611.0,Unemployed
28.0,46128.14,14798.63,Yes,Masters,Female,738.0,Employed
15.0,85392.49,17917.2,Yes,High School,Female,766.0,Employed
42.0,40853.66,18570.88,Yes,High School,Male,776.0,Employed
40.0,77819.28,20227.55,Yes,Bachelors,Male,794.0,Employed
32.0,71691.48,20990.26,No,Bachelors,Female,758.0,Employed
22.0,38980.55,17849.52,Yes,Bachelors,Male,639.0,Employed
44.0,40121.08,17435.47,Yes,High School,Male,780.0,Employed
35.0,52926.17,,Yes,Bachelors,Male,678.0,Self-Employed
,63121.16,19211.9,Yes,PhD,Female,700.0,Employed
57.0,99609.59,11060.77,Yes,Masters,Male,756.0,Self-Employed
,67785.3,13977.91,Yes,High School,Female,,Self-Employed
31.0,80929.74,11503.1,Yes,PhD,Female,677.0,Employed
36.0,95332.11,17167.74,No,High School,Female,738.0,Employed
53.0,91463.35,13705.76,No,Masters,Male,584.0,Employed
22.0,69858.81,20067.19,No,Bachelors,Male,764.0,Self-Employed
57.0,55889.49,15261.18,Yes,PhD,Male,696.0,Employed
39.0,79977.09,20317.6,No,Masters,Female,819.0,Employed
37.0,56288.56,4444.09,Yes,PhD,Male,,Employed
36.0,106296.09,11400.88,Yes,PhD,Male,781.0,Self-Employed
34.0,87355.97,19690.85,No,High School,Female,,Employed
48.0,74173.93,15101.62,No,PhD,Male,759.0,Self-Employed
27.0,80253.44,20279.37,Yes,Bachelors,Male,760.0,Employed
41.0,73565.73,16254.51,No,Masters,Male,745.0,Employed
34.0,62633.41,10330.73,No,Masters,Female,752.0,Employed
30.0,79972.2,23967.21,Yes,Bachelors,Female,757.0,Self-Employed
64.0,65142.16,11682.76,Yes,Masters,Female,707.0,Employed
42.0,108733.77,11271.8,Yes,Bachelors,Male,688.0,Unemployed
44.0,56145.93,19098.45,No,High School,Male,696.0,Employed
49.0,80175.95,10443.0,Yes,Masters,Female,704.0,Employed
24.0,54345.47,8533.96,No,High School,Male,730.0,Employed
56.0,54136.72,11161.71,Yes,Masters,Female,758.0,Self-Employed
13.0,34278.2,19100.82,No,PhD,Male,724.0,Unemployed
30.0,78229.5,25697.87,No,Bachelors,Female,768.0,Self-Employed
33.0,59350.68,15024.43,Yes,Bachelors,Male,721.0,Self-Employed
44.0,91667.79,11379.26,Yes,PhD,Male,829.0,Employed
40.0,78265.91,21173.03,Yes,High School,Female,724.0,Employed
36.0,72964.49,,Yes,Bachelors,Female,717.0,Self-Employed
38.0,41790.02,12779.3,Yes,Bachelors,Male,687.0,Employed
,81698.11,17082.93,Yes,PhD,Female,777.0,Employed
23.0,56757.08,20705.5,Yes,High School,Male,773.0,Employed
45.0,41343.23,15352.6,Yes,Bachelors,Female,800.0,Employed
45.0,78610.27,13226.42,No,Masters,Female,785.0,Employed
54.0,44834.15,26606.43,Yes,PhD,Female,722.0,Employed
30.0,28177.51,11646.54,No,Bachelors,Male,661.0,Self-Employed
45.0,95942.69,12201.33,No,Bachelors,Female,729.0,Unemployed
35.0,58785.36,13058.4,Yes,High School,Male,772.0,Self-Employed
50.0,35110.24,17755.7,Yes,Masters,Female,716.0,Employed
48.0,50748.16,12664.42,Yes,Masters,Female,699.0,Employed
40.0,,19086.28,No,Masters,Male,705.0,Self-Employed
35.0,92884.55,,Yes,Bachelors,Male,784.0,Employed
,36740.64,13404.7,Yes,Masters,Male,702.0,Employed
44.0,43221.87,12190.03,Yes,Bachelors,Female,754.0,Employed
31.0,,14874.34,No,Masters,Female,765.0,Employed
25.0,61005.34,17235.59,No,Bachelors,Male,749.0,Employed
35.0,74559.05,14824.34,Yes,High School,Male,688.0,Self-Employed
53.0,60181.49,16162.6,No,PhD,Male,706.0,Employed
49.0,110411.4,11124.19,Yes,Masters,Male,641.0,Employed
,44206.1,11420.08,No,Bachelors,Female,701.0,Self-Employed
26.0,75642.31,14976.18,No,Bachelors,Female,633.0,Employed
51.0,100059.13,15597.9,Yes,High School,Female,772.0,Employed
27.0,62500.28,15238.9,No,Bachelors,Male,656.0,Employed
43.0,54924.52,12048.42,Yes,Masters,Male,667.0,Employed
32.0,85342.06,15364.39,Yes,Bachelors,Female,705.0,Unemployed
54.0,90081.3,15127.07,No,Bachelors,Female,693.0,Unemployed
30.0,54001.93,14394.2,Yes,Masters,Male,817.0,Unemployed
49.0,99243.93,11739.0,Yes,High School,Female,779.0,Employed
40.0,71024.42,17596.26,Yes,Bachelors,Male,708.0,Unemployed
41.0,80175.23,14940.8,Yes,Bachelors,Female,798.0,Employed
18.0,99765.62,11248.74,Yes,Masters,Female,742.0,Self-Employed
16.0,85375.6,14375.08,No,Masters,Male,718.0,Employed
36.0,69995.02,12086.22,Yes,Bachelors,Female,674.0,Employed
40.0,56568.16,15015.78,Yes,Masters,Female,690.0,Self-Employed
27.0,,22141.31,Yes,Masters,Female,829.0,Unemployed
27.0,54219.68,15739.35,Yes,PhD,Male,744.0,Employed
44.0,76362.58,16007.38,No,Masters,Female,708.0,Employed
44.0,80199.79,22121.62,Yes,Bachelors,Female,724.0,Employed
37.0,81146.19,16355.36,Yes,Masters,Male,727.0,Employed
46.0,112560.34,17168.66,No,Masters,Male,717.0,Employed
26.0,70951.41,15721.65,Yes,Masters,Male,597.0,Employed
34.0,68098.68,13076.32,No,Masters,Male,762.0,Employed
54.0,101045.56,17240.44,Yes,Bachelors,Female,809.0,Self-Employed
39.0,67282.32,23510.83,Yes,PhD,Female,734.0,Employed
39.0,87520.49,8395.78,No,Bachelors,Female,743.0,Employed
,73887.8,12713.97,Yes,High School,Female,679.0,Employed
24.0,88419.5,10735.01,No,High School,Male,701.0,Employed
46.0,84508.97,11293.67,No,High School,Female,739.0,Self-Employed
55.0,61937.76,21117.18,Yes,High School,Female,729.0,Unemployed
35.0,33119.75,14208.83,Yes,Masters,Female,711.0,Self-Employed
47.0,36521.83,18614.83,Yes,Bachelors,Female,773.0,Self-Employed
28.0,33192.43,11664.84,Yes,Masters,Female,729.0,Unemployed
31.0,68176.07,11775.77,Yes,Bachelors,Female,748.0,Employed
42.0,22947.49,9911.56,Yes,Bachelors,Male,694.0,Employed
46.0,66800.19,22225.21,Yes,Masters,Male,763.0,Employed
49.0,72675.35,18875.55,No,Bachelors,Female,668.0,Employed
54.0,87124.53,9747.45,No,Masters,Female,720.0,Employed
37.0,80087.59,20711.34,No,High School,Male,739.0,Employed
50.0,88037.7,13702.5,Yes,Bachelors,Male,699.0,Employed
35.0,78278.1,17266.09,Yes,Masters,Female,,Employed
47.0,63529.17,15235.06,Yes,Masters,Female,754.0,Employed
40.0,67880.34,7816.89,No,High School,Male,755.0,Employed
42.0,52967.12,10861.28,Yes,Masters,Male,719.0,Employed
42.0,74561.73,21769.72,No,Bachelors,Male,700.0,Employed
22.0,38316.09,19696.5,No,Masters,Female,741.0,Unemployed
27.0,91320.71,9891.7,Yes,Bachelors,Male,825.0,Employed
39.0,50868.12,16039.92,Yes,Bachelors,Female,749.0,Employed
21.0,73076.91,13926.76,No,PhD,Male,805.0,Employed
46.0,76429.57,20709.77,Yes,Masters,Male,731.0,Self-Employed
47.0,93254.46,13975.62,Yes,Bachelors,Male,736.0,Self-Employed
41.0,36376.73,11159.18,Yes,High School,Male,608.0,Employed
27.0,63490.82,18685.44,Yes,Bachelors,Female,712.0,Employed
52.0,80996.96,20945.52,No,Bachelors,Male,769.0,Unemployed
58.0,105023.67,16967.71,No,PhD,Female,734.0,Employed
39.0,69223.45,17860.51,Yes,Masters,Female,716.0,Employed
43.0,58113.09,9024.12,No,Bachelors,Male,723.0,Unemployed
40.0,110539.78,8610.41,No,High School,Female,808.0,Employed
43.0,86051.21,8250.01,Yes,Bachelors,Male,688.0,Employed
37.0,97472.67,20253.97,No,Bachelors,Female,772.0,Employed
38.0,45809.19,13063.84,Yes,Masters,Female,801.0,Employed
47.0,80422.58,,Yes,Bachelors,Female,754.0,Self-Employed
61.0,48333.49,11998.72,Yes,High School,Female,676.0,Employed
24.0,43899.12,14927.28,No,High School,Female,751.0,Self-Employed
37.0,81637.6,10971.58,Yes,Bachelors,Female,747.0,Employed
26.0,83036.95,13362.15,Yes,PhD,Male,797.0,Employed
54.0,60359.76,6452.1,Yes,Masters,Male,712.0,Employed
32.0,98640.74,,Yes,Masters,Male,613.0,Employed
24.0,62619.6,12970.28,No,Masters,Female,,Employed
44.0,64600.38,6525.46,Yes,PhD,Male,711.0,Self-Employed
55.0,69279.22,17123.95,Yes,High School,Male,721.0,Employed
45.0,65141.14,17871.41,No,Bachelors,Female,760.0,Self-Employed
40.0,95545.24,11689.8,Yes,Masters,Female,715.0,Employed
42.0,49165.93,8973.82,Yes,Bachelors,Female,693.0,Unemployed
52.0,54913.14,23652.01,Yes,Masters,Male,679.0,Employed
29.0,46171.85,16280.81,No,Bachelors,Male,712.0,Unemployed
37.0,,3099.91,Yes,Masters,Male,729.0,Employed
33.0,63509.61,12858.36,Yes,Bachelors,Male,733.0,Self-Employed
26.0,54629.67,11742.03,Yes,Bachelors,Female,754.0,Self-Employed
35.0,64253.85,11372.77,Yes,Masters,Female,,Employed
49.0,86981.12,20460.93,No,Masters,Male,645.0,Employed
44.0,83275.31,16264.77,No,Bachelors,Male,653.0,Self-Employed
44.0,58496.42,18176.54,Yes,Bachelors,Female,700.0,Employed
39.0,62008.28,14310.47,No,Masters,Female,702.0,Self-Employed
43.0,40890.59,19266.76,Yes,Bachelors,Female,792.0,Employed
30.0,72774.47,13133.48,Yes,Bachelors,Male,676.0,Self-Employed
35.0,95646.35,16164.23,No,Bachelors,Female,747.0,Self-Employed
40.0,58364.46,17436.51,Yes,Masters,Female,800.0,Self-Employed
41.0,82716.26,11885.36,Yes,PhD,Female,755.0,Employed
41.0,58357.74,4516.99,No,Masters,Male,768.0,Employed
37.0,48087.02,6533.98,Yes,Bachelors,Female,793.0,Unemployed
34.0,83605.6,26559.52,Yes,Bachelors,Male,742.0,Unemployed
70.0,116952.99,18255.62,Yes,Bachelors,Female,761.0,Employed
47.0,80868.47,18490.94,Yes,Masters,Female,724.0,Employed
42.0,61722.88,22107.39,Yes,Bachelors,Female,815.0,Employed
36.0,63012.68,9375.46,Yes,Masters,Male,739.0,Employed
33.0,108183.71,11378.48,Yes,High School,Female,685.0,Employed
37.0,76139.6,9476.04,Yes,PhD,Male,679.0,Unemployed
41.0,54681.68,26782.93,No,Bachelors,Male,696.0,Employed
19.0,,10010.81,Yes,Bachelors,Female,643.0,Employed
22.0,74302.81,21271.24,No,High School,Male,794.0,Self-Employed
32.0,79384.27,11705.47,Yes,PhD,Male,794.0,Employed
40.0,100240.78,15426.5,Yes,High School,Male,766.0,Employed
36.0,95517.97,21351.57,Yes,Masters,Male,723.0,Employed
53.0,73964.78,16429.96,No,Masters,Female,668.0,Self-Employed
23.0,69170.1,14341.75,Yes,High School,Male,,Self-Employed
30.0,77919.71,26341.9,Yes,Bachelors,Female,746.0,Unemployed
53.0,57835.33,5830.45,Yes,Masters,Male,701.0,Employed
39.0,89600.19,10279.6,Yes,Masters,Male,720.0,Employed
47.0,65930.56,13451.95,No,Bachelors,Female,656.0,Employed
59.0,79818.03,20221.39,Yes,Bachelors,Male,671.0,Unemployed
31.0,104265.07,12481.86,Yes,High School,Male,692.0,Employed
37.0,,19838.58,Yes,Masters,Female,776.0,Employed
35.0,74614.06,6387.87,Yes,Bachelors,Female,731.0,Employed
18.0,,20741.42,Yes,Bachelors,Male,682.0,Employed
35.0,68438.52,19467.83,Yes,Masters,Male,702.0,Employed
47.0,47278.99,9626.26,Yes,Bachelors,Male,790.0,Employed
43.0,80664.0,14827.53,No,High School,Female,,Employed
44.0,27312.77,13652.96,No,Bachelors,Female,670.0,Employed
34.0,89368.13,17250.82,Yes,Masters,Male,728.0,Employed
31.0,84633.67,20805.87,Yes,High School,Female,727.0,Self-Employed
51.0,71963.64,11584.82,Yes,Masters,Male,758.0,Employed
33.0,59339.66,16847.36,Yes,Masters,Male,663.0,Employed
41.0,69674.8,16228.16,No,Masters,Female,697.0,Self-Employed
40.0,34519.4,15624.88,No,Masters,Male,771.0,Self-Employed
53.0,86476.01,22276.7,Yes,Bachelors,Female,759.0,Unemployed
48.0,66723.51,15802.71,Yes,High School,Male,691.0,Self-Employed
25.0,100304.62,8925.02,No,Masters,Female,743.0,Unemployed
26.0,77839.81,18689.2,No,Masters,Male,697.0,Employed
44.0,74628.68,23004.79,Yes,Masters,Female,739.0,Employed
37.0,78018.96,15699.99,Yes,Bachelors,Male,759.0,Employed
33.0,50489.79,21760.26,Yes,High School,Female,684.0,Employed
48.0,60980.12,12903.34,Yes,Bachelors,Male,702.0,Self-Employed
40.0,,17071.36,Yes,High School,Male,725.0,Employed
39.0,63948.71,7186.39,No,Masters,Female,695.0,Self-Employed
46.0,58469.75,11950.9,Yes,High School,Female,690.0,Employed
34.0,64352.07,15843.31,No,High School,Male,738.0,Employed
54.0,70882.6,18348.64,Yes,Bachelors,Female,774.0,Self-Employed
30.0,116374.85,17183.16,Yes,Bachelors,Female,691.0,Employed
45.0,63492.17,21401.61,Yes,Bachelors,Female,683.0,Employed
52.0,56451.41,7355.09,No,Masters,Female,678.0,Employed
24.0,66945.42,22348.73,Yes,Masters,Female,715.0,Self-Employed
35.0,100031.9,11431.54,Yes,PhD,Female,787.0,Employed
49.0,101461.83,8856.94,No,High School,Female,700.0,Employed
50.0,108981.96,20184.99,No,Bachelors,Male,786.0,Self-Employed
36.0,71219.51,9437.75,Yes,PhD,Male,696.0,Employed
31.0,82831.85,,Yes,Bachelors,Female,,Employed
48.0,48999.51,4089.5,Yes,Bachelors,Female,805.0,Employed
,62931.18,11221.53,Yes,Bachelors,Female,713.0,Employed
26.0,47698.3,,Yes,Bachelors,Female,767.0,Self-Employed
26.0,79465.18,18361.65,Yes,Bachelors,Female,761.0,Employed
40.0,70768.26,1829.15,Yes,Masters,Male,752.0,Employed
44.0,74523.79,11681.24,No,Masters,Male,709.0,Employed
35.0,53075.78,6421.19,Yes,Bachelors,Male,741.0,Unemployed
45.0,87013.75,15692.53,Yes,High School,Female,708.0,Employed
,21859.43,15255.84,Yes,Bachelors,Male,650.0,Unemployed
17.0,64959.44,13761.51,Yes,Masters,Female,702.0,Employed
34.0,67867.11,14466.44,Yes,Masters,Male,760.0,Employed
39.0,29567.95,9492.37,Yes,High School,Male,773.0,Employed
35.0,77682.57,11329.94,No,Bachelors,Female,773.0,Self-Employed
26.0,66534.72,20333.47,Yes,High School,Female,719.0,Employed
20.0,81222.34,12551.56,No,Masters,Male,783.0,Employed
33.0,109996.57,,No,Bachelors,Female,671.0,Self-Employed
47.0,76492.48,20698.99,Yes,PhD,Female,853.0,Employed
51.0,89453.23,9105.5,Yes,Bachelors,Female,719.0,Employed
50.0,97619.06,22398.25,Yes,Bachelors,Female,725.0,Employed
30.0,79840.54,22823.86,Yes,Masters,Female,,Employed
26.0,52682.49,9922.35,No,PhD,Female,697.0,Employed
43.0,37196.65,19603.28,Yes,High School,Male,756.0,Employed
44.0,77487.56,4189.96,Yes,Bachelors,Female,746.0,Employed
42.0,61994.84,15508.69,Yes,High School,Male,648.0,Employed
18.0,95672.02,9957.16,No,Masters,Female,736.0,Employed
29.0,60497.54,17526.5,Yes,PhD,Male,637.0,Unemployed
38.0,69713.86,16574.3,Yes,Masters,Male,781.0,Employed
43.0,46819.79,13616.6,Yes,Masters,Male,782.0,Employed
46.0,63123.35,9534.81,No,Bachelors,Female,668.0,Employed
39.0,51143.3,19586.48,Yes,Bachelors,Female,731.0,Employed
41.0,52969.46,14843.47,Yes,PhD,Female,649.0,Employed
39.0,68943.72,11462.93,Yes,Bachelors,Female,698.0,Self-Employed
45.0,57861.64,12433.54,No,Bachelors,Male,733.0,Unemployed
41.0,122584.76,14522.09,Yes,Masters,Female,725.0,Employed
39.0,86717.88,14503.55,Yes,Bachelors,Male,736.0,Employed
35.0,91692.8,16549.51,Yes,Masters,Male,729.0,Employed
39.0,67782.14,19779.18,Yes,Bachelors,Male,738.0,Employed
43.0,72115.04,20237.48,Yes,Bachelors,Female,689.0,Employed
41.0,61408.14,13867.89,Yes,Bachelors,Female,711.0,Employed
42.0,122487.62,17125.17,Yes,Bachelors,Female,722.0,Employed
51.0,67822.72,13996.82,Yes,High School,Female,711.0,Employed
41.0,,21067.4,Yes,Bachelors,Female,855.0,Employed
32.0,54919.92,14337.98,No,Masters,Male,725.0,Self-Employed
47.0,76707.0,15604.84,Yes,Bachelors,Male,651.0,Employed
24.0,98420.44,14871.05,Yes,Bachelors,Male,666.0,Employed
27.0,91739.19,17305.32,Yes,High School,Female,732.0,Employed
41.0,54873.49,18157.42,No,Masters,Male,714.0,Employed
43.0,54381.13,21925.3,No,High School,Female,711.0,Self-Employed
26.0,94925.37,21057.16,Yes,Bachelors,Male,642.0,Employed
34.0,112027.63,15216.2,No,Bachelors,Male,652.0,Self-Employed
32.0,67099.95,14784.71,No,High School,Female,664.0,Employed
33.0,94132.47,13874.97,Yes,Masters,Female,671.0,Employed
47.0,40678.24,20040.95,No,Masters,Male,653.0,Self-Employed
45.0,53129.51,16226.59,Yes,Masters,Male,755.0,Employed
38.0,49808.04,27308.48,Yes,Bachelors,Female,729.0,Employed
33.0,78244.28,14682.24,No,Bachelors,Male,763.0,Employed
25.0,66420.48,22607.47,Yes,Bachelors,Male,787.0,Employed
52.0,74761.85,22650.95,Yes,PhD,Female,732.0,Self-Employed
44.0,94382.32,22517.72,No,Bachelors,Female,681.0,Self-Employed
31.0,56936.68,13352.08,Yes,Bachelors,Male,760.0,Employed
45.0,71879.86,14578.45,No,High School,Female,653.0,Employed
37.0,43241.36,,Yes,High School,Male,692.0,Self-Employed
35.0,93275.71,22367.89,No,High School,Female,709.0,Employed
42.0,91928.27,12749.1,No,Bachelors,Female,729.0,Employed
,77237.76,12108.35,Yes,High School,Male,779.0,Employed
35.0,72398.72,18469.05,Yes,Bachelors,Female,,Employed
39.0,59817.04,8361.22,No,Bachelors,Female,653.0,Self-Employed
33.0,42089.02,18840.86,No,Masters,Female,797.0,Employed
45.0,76110.84,9293.91,Yes,High School,Female,770.0,Employed
57.0,85124.02,12941.58,No,Masters,Female,870.0,Employed
30.0,110387.43,20777.12,Yes,Bachelors,Female,643.0,Employed
21.0,62129.01,,Yes,Bachelors,Male,728.0,Unemployed
18.0,75403.63,16532.71,No,Bachelors,Male,647.0,Employed
36.0,92288.08,21043.38,Yes,Bachelors,Male,802.0,Employed
31.0,92890.66,9306.11,Yes,Masters,Female,627.0,Employed
40.0,57550.58,15865.54,Yes,Masters,Female,672.0,Unemployed
39.0,64416.81,18234.25,Yes,PhD,Female,735.0,Self-Employed
22.0,59496.99,7900.65,Yes,Bachelors,Female,727.0,Employed
20.0,51963.11,9811.48,No,Masters,Male,718.0,Employed
41.0,99433.39,23078.96,Yes,Bachelors,Male,743.0,Employed
39.0,71254.28,9269.66,Yes,Bachelors,Male,773.0,Unemployed
34.0,68515.09,13252.14,Yes,Masters,Male,,Self-Employed
21.0,,4920.82,Yes,Bachelors,Male,700.0,Employed
43.0,71075.24,11070.91,No,Bachelors,Male,1100.0,Employed
51.0,65580.45,18880.83,Yes,Bachelors,Female,735.0,Employed
,54768.85,19792.84,Yes,High School,Male,742.0,Employed
30.0,101305.61,18968.88,Yes,PhD,Female,750.0,Unemployed
38.0,58594.55,14825.76,No,High School,Male,705.0,Employed
24.0,51389.76,9624.69,No,Bachelors,Female,634.0,Employed
49.0,68388.89,17067.5,Yes,High School,Male,751.0,Employed
39.0,113150.3,12792.21,Yes,Masters,Female,694.0,Employed
20.0,53568.53,6958.99,Yes,PhD,Female,728.0,Self-Employed
35.0,84192.3,15144.45,Yes,Bachelors,Male,723.0,Self-Employed
43.0,65073.37,21350.32,Yes,Bachelors,Female,653.0,Employed
35.0,74896.14,20551.66,Yes,Bachelors,Male,719.0,Employed
35.0,88443.62,20887.57,No,PhD,Male,737.0,Employed
26.0,35606.22,16513.94,Yes,Bachelors,Male,760.0,Self-Employed
44.0,52073.18,10351.87,Yes,High School,Male,626.0,Self-Employed
32.0,88160.26,17935.57,Yes,High School,Female,643.0,Employed
16.0,71949.02,15755.49,Yes,Masters,Male,692.0,Self-Employed
34.0,74237.49,13714.46,No,Bachelors,Male,,Employed
48.0,84227.67,18333.84,Yes,Masters,Male,636.0,Employed
34.0,52207.97,17284.16,Yes,Masters,Male,687.0,Self-Employed
55.0,91101.45,11901.26,Yes,Masters,Male,655.0,Employed
42.0,86395.67,11668.43,Yes,High School,Female,663.0,Employed
41.0,74766.34,9236.27,No,Bachelors,Female,722.0,Employed
37.0,79362.63,16283.21,Yes,Bachelors,Male,692.0,Employed
37.0,93299.48,19535.87,Yes,Bachelors,Female,660.0,Employed
35.0,58123.22,12043.23,Yes,Bachelors,Female,758.0,Employed
35.0,83227.14,9669.64,Yes,High School,Female,682.0,Employed
43.0,104887.14,17516.98,Yes,PhD,Male,788.0,Employed
29.0,82812.52,22894.23,Yes,Bachelors,Female,628.0,Employed
27.0,65552.14,24950.92,No,Bachelors,Male,752.0,Employed
27.0,116364.11,22576.81,Yes,Bachelors,Female,718.0,Employed
58.0,74616.29,14753.16,Yes,Bachelors,Female,705.0,Self-Employed
43.0,97971.83,10496.38,Yes,High School,Male,708.0,Employed
41.0,61569.37,18038.47,Yes,Masters,Male,718.0,Employed
27.0,91356.05,,No,PhD,Male,727.0,Employed
44.0,59071.5,14004.07,No,Bachelors,Male,784.0,Employed
37.0,76467.68,24502.94,No,Bachelors,Female,712.0,Employed
40.0,57865.2,21927.24,Yes,Masters,Male,781.0,Employed
28.0,108023.12,18184.39,Yes,High School,Male,704.0,Unemployed
40.0,65577.37,14517.71,Yes,Bachelors,Male,724.0,Unemployed
34.0,47841.36,15037.85,Yes,Masters,Female,708.0,Employed
30.0,71902.37,7279.56,Yes,High School,Male,632.0,Employed
45.0,80741.9,20230.14,Yes,Masters,Female,680.0,Self-Employed
23.0,69467.98,21486.39,Yes,Bachelors,Female,798.0,Employed
44.0,53733.6,,Yes,Bachelors,Female,677.0,Self-Employed
45.0,90746.34,11859.91,No,Masters,Female,760.0,Employed
29.0,95183.6,19875.76,Yes,Masters,Male,611.0,Employed
30.0,37040.85,13378.01,Yes,Masters,Female,700.0,Employed
36.0,52459.46,20678.12,Yes,PhD,Male,741.0,Self-Employed
41.0,66811.45,11090.3,Yes,Bachelors,Female,717.0,Unemployed
36.0,59381.49,13440.8,Yes,Bachelors,Female,738.0,Employed
42.0,80519.09,17593.01,No,Bachelors,Female,595.0,Employed
56.0,106789.54,,Yes,Masters,Female,668.0,Employed
33.0,62381.73,13092.45,No,Masters,Female,688.0,Employed
21.0,101534.44,12980.01,Yes,Bachelors,Male,669.0,Self-Employed
46.0,40633.34,18474.93,Yes,Bachelors,Male,714.0,Employed
55.0,79116.3,19814.52,Yes,Masters,Male,629.0,Unemployed
42.0,58105.77,17463.76,No,Masters,Male,703.0,Employed
27.0,79547.8,11512.22,No,Bachelors,Female,817.0,Employed
37.0,34863.8,21839.41,No,Bachelors,Female,701.0,Employed
27.0,44292.19,16276.71,Yes,Bachelors,Male,638.0,Employed
44.0,79506.25,20252.66,No,Bachelors,Female,770.0,Unemployed
24.0,57399.98,8549.53,Yes,Masters,Male,690.0,Self-Employed
35.0,63537.65,20837.58,Yes,Bachelors,Male,642.0,Employed
28.0,106725.7,13138.43,Yes,Bachelors,Female,710.0,Employed
39.0,72751.43,12787.88,Yes,High School,Male,692.0,Employed
34.0,88030.33,17026.16,Yes,PhD,Male,726.0,Employed
,54814.56,4747.26,Yes,Bachelors,Male,721.0,Self-Employed
38.0,43175.93,16749.65,Yes,Bachelors,Female,,Employed
28.0,68385.29,13616.37,Yes,Bachelors,Female,728.0,Employed
44.0,40190.61,22070.44,Yes,High School,Male,833.0,Employed
38.0,56028.21,16356.25,Yes,High School,Female,686.0,Employed
28.0,74755.08,10033.94,Yes,Bachelors,Female,651.0,Employed
60.0,67774.78,10994.2,No,High School,Male,673.0,Employed
43.0,76690.39,2702.85,No,High School,Female,776.0,Employed
36.0,82006.37,27144.13,Yes,PhD,Female,635.0,Employed
52.0,46085.51,2478.82,No,Masters,Female,767.0,Employed
56.0,51161.31,12296.77,Yes,Bachelors,Female,827.0,Employed
37.0,26428.32,18706.37,Yes,High School,Female,788.0,Employed
41.0,62589.53,22337.63,Yes,Bachelors,Female,698.0,Employed
28.0,84735.12,24021.08,Yes,Bachelors,Male,753.0,Employed
37.0,99825.54,14501.95,No,Masters,Male,764.0,Employed
36.0,73809.64,17511.46,Yes,Masters,Male,698.0,Self-Employed
40.0,97464.58,13472.6,Yes,Masters,Male,665.0,Employed
41.0,77676.54,7220.05,Yes,Bachelors,Female,716.0,Employed
44.0,72148.99,9773.02,Yes,PhD,Female,764.0,Employed
40.0,57774.18,6417.09,No,High School,Male,786.0,Self-Employed
26.0,22296.8,16580.39,Yes,Bachelors,Female,725.0,Unemployed
29.0,94463.79,13288.78,No,Bachelors,Male,709.0,Unemployed
33.0,68935.5,14062.51,Yes,High School,Male,714.0,Employed
35.0,97765.93,18360.95,No,High School,Female,816.0,Employed
49.0,51007.34,16237.27,No,PhD,Male,729.0,Employed
26.0,,18311.74,Yes,PhD,Female,756.0,Employed
34.0,65024.25,24057.68,No,Bachelors,Male,,Self-Employed
48.0,56156.22,11029.25,Yes,Masters,Female,707.0,Employed
35.0,65709.56,,Yes,Masters,Female,688.0,Employed
43.0,73409.13,12098.38,Yes,High School,Male,729.0,Self-Employed
37.0,68601.96,13966.56,Yes,Bachelors,Male,681.0,Employed
,59693.39,17178.04,Yes,Masters,Male,695.0,Employed
36.0,33931.15,18620.48,Yes,Masters,Male,617.0,Employed
45.0,,9676.98,No,Masters,Male,,Self-Employed
23.0,91488.71,8937.15,Yes,Bachelors,Female,676.0,Unemployed
34.0,52405.55,21822.51,No,High School,Male,781.0,Self-Employed
41.0,35661.03,16593.35,Yes,High School,Female,672.0,Employed
43.0,48890.01,16766.57,Yes,High School,Male,652.0,Employed
53.0,68227.07,16321.66,Yes,High School,Male,633.0,Employed
34.0,54815.58,15739.46,No,Masters,Female,609.0,Employed
53.0,64403.26,13877.07,Yes,Bachelors,Female,798.0,Employed
31.0,54030.94,11454.91,Yes,Masters,Male,759.0,Employed
51.0,90194.88,12302.59,Yes,PhD,Male,728.0,Employed
46.0,79816.99,25830.62,Yes,Masters,Male,789.0,Unemployed
29.0,114359.19,24022.09,Yes,Masters,Female,674.0,Employed
41.0,62365.57,19635.7,Yes,Masters,Female,670.0,Self-Employed
37.0,64302.42,14664.0,No,Bachelors,Female,728.0,Employed
44.0,93670.04,17826.25,Yes,High School,Female,692.0,Employed
36.0,77820.17,7878.55,Yes,Masters,Male,782.0,Employed
35.0,51169.87,19982.45,No,PhD,Male,874.0,Employed
52.0,81128.43,13798.54,Yes,Bachelors,Female,775.0,Employed
37.0,77930.58,15076.77,Yes,PhD,Male,736.0,Employed
46.0,34124.08,15490.01,Yes,Bachelors,Female,723.0,Unemployed
36.0,56973.79,14104.65,Yes,Masters,Female,803.0,Employed
55.0,73806.4,19018.52,Yes,Bachelors,Male,724.0,Employed
31.0,98925.59,22974.01,Yes,PhD,Female,749.0,Employed
32.0,83959.97,19284.88,Yes,High School,Female,670.0,Self-Employed
53.0,58719.11,15329.61,No,Masters,Male,695.0,Employed
34.0,55835.96,9669.87,Yes,Bachelors,Female,745.0,Self-Employed
54.0,85954.66,15197.77,No,Bachelors,Female,779.0,Self-Employed
47.0,21473.47,14613.82,Yes,Bachelors,Male,711.0,Self-Employed
36.0,53848.37,19122.39,No,Bachelors,Female,744.0,Employed
20.0,98186.16,11777.2,Yes,Bachelors,Male,669.0,Self-Employed
38.0,75936.35,10559.65,Yes,Masters,Female,741.0,Employed
39.0,54826.78,16491.97,Yes,Masters,Male,,Employed
50.0,45958.33,19601.88,Yes,Masters,Female,722.0,Employed
54.0,86794.69,15764.6,Yes,Masters,Male,713.0,Employed
31.0,71556.23,19831.73,No,Bachelors,Male,697.0,Employed
46.0,65625.79,8620.44,No,High School,Female,697.0,Unemployed
46.0,77479.61,17367.6,Yes,High School,Female,788.0,Employed
49.0,73291.96,8590.6,Yes,Masters,Female,693.0,Employed
43.0,71758.12,,No,High School,Female,718.0,Employed
19.0,43516.26,21703.83,Yes,Masters,Male,674.0,Employed
36.0,49471.5,16924.99,Yes,Masters,Male,718.0,Employed
26.0,84965.61,6980.39,Yes,High School,Male,770.0,Employed
,81183.03,8124.61,No,Bachelors,Female,,Employed
48.0,77642.4,24477.12,No,Bachelors,Male,672.0,Employed
41.0,58269.75,9211.91,Yes,Masters,Female,795.0,Self-Employed
49.0,85303.8,17500.7,No,High School,Male,693.0,Employed
41.0,62585.1,24116.66,Yes,Bachelors,Male,762.0,Employed
25.0,96030.67,15529.64,No,PhD,Male,696.0,Employed
13.0,55063.54,9025.07,Yes,High School,Female,682.0,Unemployed
39.0,59494.25,6123.43,Yes,Bachelors,Female,832.0,Self-Employed
36.0,66971.02,16914.19,No,Bachelors,Female,710.0,Self-Employed
28.0,86946.01,,Yes,Bachelors,Female,753.0,Self-Employed
21.0,69298.44,15011.43,Yes,Bachelors,Male,714.0,Employed
31.0,70753.65,9673.3,Yes,PhD,Male,711.0,Self-Employed
36.0,62168.18,11992.79,No,Masters,Female,783.0,Employed
45.0,75361.84,12152.97,Yes,Bachelors,Male,701.0,Employed
40.0,68585.39,13693.84,No,Bachelors,Male,672.0,Employed
54.0,,11298.01,Yes,Masters,Male,706.0,Employed
28.0,72545.83,16423.91,No,Bachelors,Male,723.0,Employed
47.0,73016.18,19986.59,Yes,PhD,Female,696.0,Self-Employed
38.0,116996.01,13198.89,No,PhD,Female,687.0,Self-Employed
45.0,57779.48,16304.28,Yes,High School,Female,657.0,Employed
34.0,53212.49,10323.82,No,PhD,Male,693.0,Employed
49.0,75580.69,7162.6,Yes,Bachelors,Female,647.0,Employed
41.0,50143.27,17008.43,Yes,High School,Male,671.0,Self-Employed
31.0,,19398.17,Yes,Masters,Female,759.0,Employed
38.0,41262.03,5431.92,Yes,Masters,Female,773.0,Self-Employed
36.0,54508.53,14543.39,Yes,Bachelors,Male,722.0,Employed
43.0,55002.25,17161.18,Yes,Masters,Male,645.0,Employed
26.0,44334.76,16446.73,Yes,Masters,Female,696.0,Unemployed
38.0,64994.33,12049.53,Yes,PhD,Female,777.0,Unemployed
42.0,22680.38,15237.89,Yes,High School,Female,,Unemployed
38.0,79835.32,19631.92,Yes,High School,Female,661.0,Self-Employed
51.0,58864.12,10700.83,Yes,Bachelors,Male,760.0,Employed
46.0,61804.33,22774.32,No,Bachelors,Female,701.0,Unemployed
38.0,81737.5,8060.4,Yes,High School,Female,689.0,Employed
40.0,77434.88,19488.88,No,High School,Male,736.0,Employed
41.0,57401.88,15269.98,Yes,Bachelors,Male,715.0,Employed
42.0,79035.82,12426.13,Yes,Masters,Female,808.0,Employed
20.0,100977.89,5790.92,Yes,High School,Female,755.0,Self-Employed
35.0,49756.33,20950.97,Yes,Bachelors,Female,716.0,Employed
23.0,85075.49,10329.57,Yes,High School,Female,752.0,Self-Employed
51.0,47737.89,14850.1,Yes,Bachelors,Female,675.0,Employed
37.0,93508.52,17355.16,Yes,High School,Female,798.0,Employed
36.0,55761.46,26896.19,Yes,Masters,Female,739.0,Employed
47.0,54997.56,13221.62,Yes,High School,Female,834.0,Self-Employed
42.0,92984.2,15255.27,Yes,Masters,Female,684.0,Self-Employed
27.0,84431.5,,No,Bachelors,Male,617.0,Employed
37.0,56418.15,15582.09,Yes,Bachelors,Female,,Employed
35.0,72547.37,11193.66,Yes,Masters,Male,613.0,Employed
21.0,55800.96,22426.57,Yes,Bachelors,Male,835.0,Employed
31.0,38145.24,12695.32,Yes,High School,Female,717.0,Employed
36.0,73785.7,17340.63,Yes,PhD,Female,655.0,Self-Employed
37.0,62871.56,13915.55,Yes,Bachelors,Female,690.0,Unemployed
23.0,51083.33,11970.77,No,Bachelors,Male,,Self-Employed
50.0,96094.3,20241.21,Yes,PhD,Male,673.0,Self-Employed
37.0,51759.6,16314.73,Yes,Bachelors,Male,803.0,Employed
38.0,72879.57,4078.22,Yes,High School,Female,745.0,Employed
42.0,91598.23,16488.75,Yes,Bachelors,Female,749.0,Employed
30.0,64878.89,11864.55,Yes,High School,Female,736.0,Employed
43.0,55316.49,7055.82,Yes,High School,Male,721.0,Employed
34.0,75954.97,19782.71,Yes,Masters,Male,647.0,Employed
29.0,79113.99,11182.22,Yes,Masters,Female,735.0,Self-Employed
44.0,87531.21,16311.81,Yes,Bachelors,Female,837.0,Self-Employed
53.0,107424.19,19599.1,Yes,Bachelors,Female,768.0,Self-Employed
45.0,60854.18,13787.67,Yes,High School,Female,739.0,Employed
47.0,73917.08,16256.04,Yes,Masters,Male,708.0,Employed
33.0,44615.19,11596.0,No,Masters,Female,682.0,Self-Employed
22.0,83327.54,20519.62,Yes,Masters,Female,890.0,Self-Employed
53.0,73674.33,14091.27,Yes,Masters,Female,759.0,Unemployed
59.0,66426.21,17687.38,Yes,Masters,Female,722.0,Self-Employed
53.0,57638.79,22526.97,No,High School,Female,709.0,Employed
35.0,63031.46,5742.56,No,Bachelors,Male,676.0,Self-Employed
26.0,74726.66,,Yes,Bachelors,Male,798.0,Employed
27.0,50676.59,14136.1,Yes,Masters,Female,733.0,Self-Employed
21.0,63857.61,15638.07,Yes,Bachelors,Male,749.0,Employed
37.0,70333.56,18076.93,Yes,Masters,Female,659.0,Employed
54.0,39207.6,21104.06,No,Bachelors,Male,747.0,Employed
37.0,48974.05,11272.95,Yes,High School,Female,719.0,Employed
41.0,56799.91,13991.45,Yes,High School,Female,739.0,Self-Employed
52.0,101364.63,20608.91,Yes,Masters,Female,705.0,Employed
34.0,53385.5,16690.09,Yes,Masters,Male,715.0,Employed
58.0,68884.17,6496.92,Yes,Bachelors,Male,745.0,Unemployed
58.0,49188.73,6083.29,Yes,Bachelors,Female,673.0,Employed
37.0,54471.94,,Yes,PhD,Male,671.0,Employed
32.0,41179.83,17760.02,Yes,Bachelors,Female,632.0,Self-Employed
45.0,83406.05,17666.68,Yes,Bachelors,Female,727.0,Self-Employed
35.0,43489.07,10534.21,Yes,Bachelors,Male,741.0,Unemployed
26.0,88140.22,18317.92,No,High School,Female,671.0,Self-Employed
51.0,,16259.66,No,Masters,Male,656.0,Employed
50.0,68491.96,9593.35,Yes,Bachelors,Male,716.0,Employed
40.0,88800.52,11992.83,Yes,Bachelors,Male,753.0,Employed
25.0,132064.03,,No,Bachelors,Female,636.0,Employed
26.0,79550.51,9045.31,Yes,Bachelors,Male,697.0,Unemployed
39.0,47598.79,5581.23,Yes,Bachelors,Male,776.0,Self-Employed
33.0,99780.35,7266.23,Yes,Bachelors,Female,681.0,Employed
35.0,73722.23,23396.59,Yes,High School,Male,691.0,Employed
48.0,112222.47,12999.65,Yes,Bachelors,Male,756.0,Employed
45.0,59879.0,6130.28,No,Bachelors,Male,711.0,Self-Employed
52.0,95638.88,17093.68,Yes,Bachelors,Male,741.0,Unemployed
28.0,69996.86,16449.48,Yes,Masters,Female,762.0,Employed
35.0,123134.57,15964.56,Yes,Bachelors,Male,794.0,Employed
46.0,64367.98,10633.93,Yes,Masters,Female,776.0,Self-Employed
42.0,130033.37,18113.65,Yes,PhD,Male,813.0,Employed
53.0,78796.52,9510.98,Yes,Masters,Female,818.0,Self-Employed
42.0,86939.3,18968.24,No,High School,Male,,Employed
56.0,104006.65,19423.03,Yes,High School,Male,727.0,Employed
43.0,54244.91,14678.79,No,High School,Male,708.0,Self-Employed
49.0,89381.94,7678.41,Yes,Masters,Male,,Employed
35.0,64144.93,,Yes,Masters,Female,634.0,Employed
38.0,73022.38,12082.19,Yes,Bachelors,Female,695.0,Employed
47.0,71661.23,16371.8,Yes,Masters,Female,778.0,Unemployed
54.0,81448.21,18453.86,Yes,High School,Female,681.0,Unemployed
45.0,80603.69,10951.71,No,Bachelors,Female,791.0,Employed
37.0,58496.1,25728.5,Yes,High School,Male,719.0,Self-Employed
52.0,72497.08,14780.61,No,Masters,Female,775.0,Employed
16.0,23313.28,11646.29,No,Bachelors,Male,773.0,Employed
24.0,89803.47,19997.16,Yes,Masters,Male,,Self-Employed
45.0,103878.83,22749.29,Yes,Masters,Male,808.0,Employed
38.0,73812.56,,Yes,Bachelors,Male,815.0,Employed
44.0,37879.56,8094.31,No,Masters,Female,749.0,Self-Employed
39.0,84858.95,11121.98,No,High School,Female,609.0,Employed
44.0,54724.61,25567.17,Yes,Masters,Male,678.0,Employed
30.0,,12604.41,No,Masters,Female,643.0,Unemployed
44.0,83710.18,22604.23,Yes,Masters,Male,713.0,Employed
48.0,80929.01,16100.55,Yes,High School,Female,688.0,Employed
50.0,91617.1,7748.49,Yes,PhD,Male,742.0,Employed
58.0,72927.61,19403.12,Yes,Masters,Male,658.0,Employed
40.0,73467.23,16584.75,Yes,Bachelors,Male,,Self-Employed
41.0,84735.81,,No,High School,Male,769.0,Self-Employed
23.0,68572.15,11696.21,Yes,Bachelors,Male,772.0,Employed
33.0,56241.95,9751.98,Yes,Bachelors,Male,605.0,Unemployed
36.0,79040.37,11876.31,Yes,PhD,Male,693.0,Self-Employed
49.0,47422.74,18292.28,Yes,High School,Male,700.0,Unemployed
32.0,68382.2,10481.52,No,Bachelors,Female,690.0,Employed
46.0,42444.46,15421.94,Yes,Bachelors,Male,784.0,Employed
38.0,58903.75,16569.26,Yes,Bachelors,Male,728.0,Employed
36.0,59733.18,14727.3,Yes,Bachelors,Male,631.0,Employed
40.0,50315.68,6921.68,Yes,Bachelors,Male,756.0,Self-Employed
34.0,92010.64,18744.38,Yes,Masters,Male,726.0,Employed
34.0,90359.83,9172.91,No,Bachelors,Male,723.0,Self-Employed
21.0,96280.25,12124.7,No,Bachelors,Male,753.0,Employed
36.0,,12699.28,No,Bachelors,Male,624.0,Employed
33.0,61327.84,14840.75,No,Masters,Female,719.0,Unemployed
33.0,86071.7,15481.16,Yes,Bachelors,Female,746.0,Employed
42.0,72568.26,18429.27,Yes,High School,Male,691.0,Employed
45.0,72470.35,13441.02,No,Bachelors,Female,697.0,Employed
40.0,19123.97,8916.1,Yes,Bachelors,Male,698.0,Employed
48.0,85130.29,20435.35,Yes,Masters,Male,764.0,Employed
44.0,82479.5,,Yes,Bachelors,Male,665.0,Employed
35.0,69891.67,14075.3,Yes,High School,Female,710.0,Unemployed
33.0,86316.96,,Yes,Bachelors,Female,696.0,Employed
41.0,82034.04,10671.83,Yes,Bachelors,Female,792.0,Employed
44.0,56066.3,22212.19,No,High School,Male,726.0,Self-Employed
52.0,65604.27,8124.59,No,Bachelors,Male,719.0,Employed
50.0,49844.3,8863.76,Yes,High School,Female,615.0,Self-Employed
33.0,99244.78,12688.67,Yes,High School,Female,652.0,Employed
37.0,89543.61,16590.75,Yes,Bachelors,Male,756.0,Employed
45.0,53721.65,10162.83,Yes,Bachelors,Female,710.0,Employed
49.0,,7109.26,No,Bachelors,Female,,Employed
47.0,75571.85,8897.38,Yes,Bachelors,Female,760.0,Employed
37.0,56280.94,12920.8,Yes,Bachelors,Male,779.0,Self-Employed
25.0,72486.54,9996.83,No,High School,Female,663.0,Self-Employed
28.0,87167.69,26116.64,No,Bachelors,Female,808.0,Self-Employed
41.0,,24911.01,No,Bachelors,Female,737.0,Employed
41.0,116639.67,20827.96,Yes,PhD,Female,742.0,Self-Employed
27.0,71885.78,16882.15,Yes,Bachelors,Female,629.0,Employed
38.0,65244.22,16891.84,No,Bachelors,Female,751.0,Employed
44.0,81242.81,21610.43,Yes,Bachelors,Female,678.0,Employed
26.0,66340.75,15653.78,Yes,Bachelors,Female,726.0,Employed
49.0,58301.91,10882.56,No,Masters,Female,813.0,Unemployed
34.0,51484.34,25616.07,No,Masters,Male,739.0,Unemployed
51.0,1446.89,17876.14,Yes,High School,Female,731.0,Employed
33.0,84696.79,22265.24,Yes,High School,Male,740.0,Employed
28.0,37240.53,24060.65,No,Bachelors,Male,683.0,Employed
33.0,52402.93,6138.81,No,Masters,Female,642.0,Employed
37.0,75848.87,10680.14,Yes,PhD,Female,751.0,Self-Employed
34.0,63569.86,13983.37,No,Bachelors,Male,726.0,Self-Employed
36.0,112985.94,17504.7,Yes,High School,Male,785.0,Employed
41.0,39815.2,19582.69,Yes,Bachelors,Female,674.0,Employed
36.0,114774.42,14684.12,No,High School,Female,656.0,Employed
37.0,97611.69,21464.0,No,Bachelors,Female,756.0,Unemployed
21.0,88181.93,18047.06,Yes,High School,Female,687.0,Self-Employed
42.0,,17985.53,No,Bachelors,Female,642.0,Employed
37.0,78092.24,13616.07,No,Bachelors,Female,691.0,Employed
54.0,35934.94,16578.87,Yes,Bachelors,Male,668.0,Employed
29.0,80297.03,16544.53,Yes,Bachelors,Male,643.0,Employed
20.0,40386.49,19813.98,No,High School,Female,741.0,Employed
44.0,59432.75,8413.74,No,High School,Female,749.0,Employed
41.0,68438.36,18510.74,Yes,Bachelors,Female,705.0,Employed
28.0,51778.75,6768.05,Yes,High School,Female,812.0,Employed
23.0,88920.89,10733.42,No,Masters,Female,707.0,Employed
53.0,65724.85,18038.42,Yes,Masters,Female,752.0,Employed
52.0,78186.16,10809.24,Yes,High School,Male,643.0,Employed
13.0,69811.74,15136.39,Yes,Masters,Male,662.0,Employed
,72523.58,10393.68,No,High School,Female,774.0,Employed
55.0,52262.65,17996.39,Yes,Bachelors,Male,779.0,Employed
33.0,46519.17,15236.93,No,Bachelors,Male,709.0,Employed
33.0,66924.63,14876.28,Yes,Bachelors,Female,751.0,Employed
35.0,50677.71,20498.58,No,Bachelors,Female,,Employed
27.0,97871.11,17084.18,Yes,Bachelors,Male,748.0,Employed
21.0,42471.3,17468.67,No,High School,Female,670.0,Employed
49.0,116740.05,20544.41,Yes,PhD,Female,849.0,Employed
20.0,76040.5,21058.78,Yes,Bachelors,Female,,Employed
40.0,71386.54,10249.26,No,Masters,Female,689.0,Unemployed
47.0,59194.68,18684.79,Yes,PhD,Male,713.0,Employed
23.0,83138.42,17167.07,Yes,Masters,Female,760.0,Employed
29.0,65914.5,21559.82,Yes,Bachelors,Female,768.0,Employed
50.0,76009.48,8565.78,No,Masters,Female,695.0,Employed
43.0,86836.46,,Yes,Masters,Male,756.0,Employed
32.0,83386.19,14014.49,Yes,Bachelors,Male,712.0,Employed
50.0,94797.22,22013.55,Yes,Bachelors,Female,663.0,Self-Employed
50.0,80756.82,13565.48,Yes,Masters,Male,704.0,Employed
41.0,1400598.056378007,14792.57,Yes,Masters,Female,735.0,Employed
29.0,,11579.83,Yes,Bachelors,Female,741.0,Employed
34.0,74220.67,18920.48,No,Bachelors,Male,679.0,Employed
41.0,74509.26,18381.87,Yes,Masters,Female,706.0,Self-Employed
36.0,108518.6,12281.17,Yes,Masters,Female,762.0,Employed
47.0,67683.19,9775.6,Yes,High School,Male,750.0,Employed
23.0,77489.85,18860.77,Yes,Bachelors,Female,720.0,Employed
23.0,85543.53,,No,Bachelors,Female,716.0,Self-Employed
40.0,80268.16,11681.58,Yes,Masters,Female,780.0,Self-Employed
33.0,86878.88,18471.23,No,High School,Male,779.0,Employed
32.0,53635.81,18196.83,No,Bachelors,Male,699.0,Employed
20.0,50472.67,21149.91,No,Bachelors,Male,574.0,Self-Employed
38.0,64388.78,19234.27,No,PhD,Male,637.0,Employed
37.0,26518.67,13305.51,No,Masters,Female,646.0,Employed
45.0,69208.41,11190.7,Yes,High School,Female,714.0,Employed
39.0,56808.34,25076.02,Yes,High School,Male,750.0,Self-Employed
37.0,76444.27,12430.69,Yes,Bachelors,Female,756.0,Unemployed
50.0,,5827.71,Yes,PhD,Male,675.0,Self-Employed
25.0,49691.34,8959.72,Yes,Bachelors,Male,691.0,Self-Employed
,96217.14,4863.28,No,Masters,Female,714.0,Self-Employed
21.0,71650.38,21106.45,No,Masters,Female,714.0,Employed
30.0,87257.18,24107.41,Yes,Bachelors,Female,696.0,Employed
26.0,73670.29,16249.29,Yes,Bachelors,Female,848.0,Employed
46.0,79279.9,6981.53,Yes,Bachelors,Male,736.0,Employed
37.0,42780.09,21008.54,Yes,Bachelors,Female,665.0,Self-Employed
38.0,95562.07,17328.8,Yes,Bachelors,Male,720.0,Employed
,87573.63,21154.98,Yes,PhD,Female,698.0,Employed
35.0,69623.19,17949.99,Yes,Bachelors,Male,706.0,Employed
30.0,75760.04,8076.2,Yes,High School,Female,676.0,Employed
42.0,90052.12,18307.31,Yes,High School,Female,678.0,Employed
28.0,62560.0,7225.0,No,Bachelors,Female,623.0,Employed
51.0,38338.39,11141.17,No,Bachelors,Male,708.0,Employed
21.0,62934.72,20165.51,Yes,Bachelors,Female,721.0,Unemployed
30.0,73047.79,19919.49,Yes,High School,Male,691.0,Self-Employed
55.0,69351.2,10280.67,No,Masters,Male,765.0,Self-Employed
34.0,96351.32,9301.45,Yes,Bachelors,Male,,Employed
25.0,50801.95,15132.05,Yes,Bachelors,Female,722.0,Employed
40.0,53334.19,25016.0,Yes,Bachelors,Female,732.0,Employed
33.0,48839.07,17804.29,No,High School,Male,718.0,Self-Employed
30.0,78574.82,26763.58,Yes,Bachelors,Male,723.0,Employed
27.0,39479.32,14177.21,Yes,Masters,Male,650.0,Employed
66.0,84875.13,19416.42,No,Bachelors,Female,776.0,Employed
35.0,51342.31,13420.23,Yes,High School,Female,652.0,Employed
19.0,54537.95,10999.41,Yes,Bachelors,Female,766.0,Employed
53.0,105404.51,10242.29,Yes,Masters,Male,737.0,Employed
44.0,94651.59,16767.62,Yes,Bachelors,Male,693.0,Employed
30.0,,21473.92,Yes,Masters,Male,740.0,Self-Employed
29.0,43779.24,13366.83,Yes,High School,Male,705.0,Unemployed
45.0,110288.45,22106.75,Yes,Bachelors,Male,769.0,Employed
36.0,66073.57,24153.93,Yes,PhD,Male,684.0,Employed
19.0,74951.62,19338.42,No,PhD,Male,719.0,Employed
56.0,88238.68,16634.08,Yes,Bachelors,Male,683.0,Employed
34.0,30742.1,11647.85,Yes,Bachelors,Female,671.0,Employed
53.0,57199.25,21514.15,Yes,Bachelors,Female,714.0,Self-Employed
51.0,68638.51,9295.61,Yes,Bachelors,Male,790.0,Employed
28.0,72614.39,18036.35,Yes,High School,Male,744.0,Employed
48.0,43927.86,8554.58,Yes,Masters,Female,713.0,Employed
31.0,76526.75,9713.0,Yes,Masters,Male,714.0,Employed
19.0,70674.81,14693.16,Yes,Bachelors,Female,640.0,Employed
34.0,103346.35,18519.93,No,High School,Female,677.0,Employed
42.0,90005.82,20024.06,Yes,Masters,Male,681.0,Employed
33.0,64614.88,15020.16,Yes,Bachelors,Female,728.0,Employed
35.0,66078.61,12912.32,No,Masters,Male,769.0,Self-Employed
49.0,90289.94,11049.56,No,Bachelors,Female,712.0,Employed
39.0,,18500.09,No,Bachelors,Female,731.0,Employed
30.0,42577.33,18307.17,No,Bachelors,Male,722.0,Self-Employed
45.0,111875.82,15887.56,Yes,Bachelors,Male,727.0,Employed
40.0,50202.63,16508.32,No,Bachelors,Female,721.0,Employed
13.0,119579.39,23008.17,Yes,Bachelors,Male,,Employed
42.0,78559.1,20083.23,Yes,Bachelors,Male,685.0,Employed
42.0,57291.17,7923.61,Yes,Bachelors,Female,764.0,Employed
38.0,22659.35,19437.85,No,High School,Female,667.0,Employed
47.0,85535.29,21906.37,Yes,Masters,Female,641.0,Employed
31.0,38993.79,10901.98,Yes,Bachelors,Female,730.0,Self-Employed
41.0,77145.89,19741.55,Yes,Bachelors,Male,716.0,Unemployed
22.0,108672.65,30028.72,Yes,PhD,Male,704.0,Employed
42.0,47246.42,17411.9,Yes,High School,Male,700.0,Employed
58.0,84761.11,13821.49,No,PhD,Male,753.0,Employed
28.0,,,Yes,Masters,Male,678.0,Employed
30.0,92662.99,15655.88,Yes,High School,Male,670.0,Self-Employed
31.0,,7114.1,Yes,Masters,Male,746.0,Self-Employed
39.0,69618.73,6882.84,Yes,Bachelors,Male,760.0,Unemployed
27.0,94145.77,16352.3,Yes,Masters,Female,680.0,Employed
42.0,82505.85,14756.21,Yes,Masters,Male,783.0,Employed
46.0,53906.22,18315.18,Yes,High School,Female,707.0,Employed
43.0,105742.27,13587.58,No,Masters,Male,702.0,Unemployed
20.0,39283.47,15412.85,Yes,Masters,Female,729.0,Employed
48.0,75513.94,19752.96,Yes,High School,Male,724.0,Employed
47.0,53542.71,3620.24,Yes,PhD,Male,761.0,Employed
46.0,40255.51,10418.15,Yes,High School,Male,839.0,Self-Employed
42.0,47316.38,12382.38,Yes,Bachelors,Male,669.0,Employed
40.0,69015.21,14206.86,Yes,High School,Male,702.0,Employed
48.0,76994.54,7913.82,Yes,Bachelors,Male,703.0,Self-Employed
57.0,91178.64,10457.1,No,Masters,Female,816.0,Employed
28.0,99520.73,18496.26,Yes,Masters,Male,636.0,Employed
49.0,75553.74,17324.78,Yes,High School,Female,711.0,Employed
37.0,61136.13,1036.96,No,High School,Female,746.0,Employed
37.0,90780.35,13873.91,No,High School,Female,774.0,Employed
23.0,57707.17,14288.71,Yes,Bachelors,Female,704.0,Employed
35.0,38087.71,10434.5,Yes,Bachelors,Female,783.0,Employed
28.0,88780.23,14289.89,Yes,Masters,Female,678.0,Employed
33.0,96478.24,16963.14,Yes,Bachelors,Male,697.0,Employed
27.0,53563.77,18575.17,Yes,Bachelors,Female,631.0,Employed
34.0,109216.46,15506.16,Yes,Masters,Male,761.0,Employed
34.0,81661.05,18234.26,No,Masters,Male,675.0,Employed
39.0,78679.24,15054.57,No,PhD,Female,710.0,Self-Employed
22.0,59666.28,3576.16,Yes,Bachelors,Male,793.0,Self-Employed
24.0,90345.78,14330.92,No,PhD,Female,672.0,Unemployed
42.0,39512.44,8855.24,Yes,PhD,Male,778.0,Self-Employed
30.0,63204.19,15567.2,Yes,Bachelors,Female,773.0,Employed
49.0,55336.74,13900.0,Yes,High School,Male,714.0,Employed
40.0,43821.34,13852.86,No,Bachelors,Female,717.0,Employed
44.0,87259.75,10810.94,No,Masters,Male,690.0,Employed
52.0,76822.77,13005.69,Yes,Bachelors,Male,715.0,Employed
35.0,86093.83,16534.98,Yes,Bachelors,Male,688.0,Employed
32.0,64434.0,10432.92,Yes,Masters,Male,801.0,Employed
47.0,,11893.86,No,Masters,Male,727.0,Employed
43.0,71542.84,6236.99,Yes,Bachelors,Male,771.0,Unemployed
,60557.07,16395.67,Yes,PhD,Female,685.0,Employed
52.0,57222.22,8619.34,Yes,High School,Female,788.0,Unemployed
36.0,30341.92,15139.22,Yes,Masters,Female,764.0,Employed
38.0,93287.43,18531.7,Yes,Masters,Male,743.0,Employed
38.0,91018.1,21356.46,Yes,Bachelors,Male,750.0,Employed
29.0,128547.38,13392.61,Yes,Bachelors,Male,723.0,Employed
39.0,63307.61,18123.6,Yes,High School,Male,757.0,Employed
52.0,56664.13,14963.01,Yes,Bachelors,Female,758.0,Unemployed
42.0,35971.3,5637.98,Yes,Masters,Male,750.0,Employed
38.0,89199.33,7568.38,Yes,Bachelors,Female,751.0,Employed
36.0,84596.53,19236.36,No,Masters,Male,730.0,Employed
41.0,101035.6,20787.61,No,Masters,Female,643.0,Self-Employed
45.0,51667.16,4405.22,Yes,High School,Female,713.0,Employed
44.0,84327.31,16668.65,Yes,PhD,Male,680.0,Employed
35.0,,16344.92,Yes,Masters,Female,654.0,Employed
41.0,96874.32,10987.27,No,Bachelors,Female,740.0,Unemployed
43.0,80724.3,11039.07,Yes,PhD,Male,803.0,Employed
28.0,38886.12,9717.67,Yes,Bachelors,Female,607.0,Employed
40.0,67376.06,5394.42,Yes,Bachelors,Male,674.0,Employed
16.0,31037.72,9730.38,Yes,Masters,Male,719.0,Unemployed
43.0,46734.37,18481.69,Yes,High School,Male,744.0,Self-Employed
45.0,47944.05,13247.22,Yes,Masters,Male,704.0,Self-Employed
45.0,57181.17,18669.62,No,High School,Female,747.0,Employed
34.0,64746.28,4993.65,Yes,Masters,Male,781.0,Employed
41.0,73291.66,17198.11,Yes,High School,Female,734.0,Self-Employed
52.0,72290.91,18887.65,Yes,Bachelors,Male,740.0,Employed
52.0,69522.8,1933.52,No,PhD,Female,642.0,Employed
38.0,76647.71,12365.43,Yes,Masters,Male,608.0,Employed
39.0,45004.11,16719.62,No,Masters,Male,690.0,Employed
49.0,71463.57,21515.23,Yes,High School,Male,723.0,Employed
23.0,98689.18,8105.16,Yes,High School,Male,732.0,Employed
35.0,66683.94,21936.17,Yes,Masters,Male,731.0,Unemployed
51.0,79893.46,17193.25,No,PhD,Female,691.0,Employed
48.0,78032.49,9986.26,No,Bachelors,Female,737.0,Employed
42.0,87245.37,19963.78,Yes,Masters,Male,717.0,Self-Employed
23.0,75742.78,26513.97,No,Bachelors,Male,725.0,Employed
38.0,86907.3,13322.73,Yes,Masters,Female,728.0,Self-Employed
32.0,80145.83,12909.92,Yes,High School,Female,691.0,Employed
41.0,83145.7,10239.88,Yes,Bachelors,Male,700.0,Employed
30.0,78842.55,24191.52,Yes,Bachelors,Male,816.0,Employed
28.0,49864.21,11352.41,No,PhD,Female,758.0,Employed
17.0,46584.71,10155.68,Yes,PhD,Male,708.0,Employed
50.0,62935.45,11879.35,Yes,Bachelors,Female,725.0,Self-Employed
34.0,101032.81,11938.23,Yes,Bachelors,Female,704.0,Unemployed
40.0,66566.94,12108.07,Yes,Masters,Female,728.0,Employed
38.0,76191.19,11055.75,Yes,Bachelors,Female,729.0,Self-Employed
27.0,30653.87,11420.09,No,Bachelors,Female,689.0,Employed
25.0,73874.84,15716.26,Yes,Masters,Male,738.0,Self-Employed
28.0,71718.16,21748.68,No,High School,Male,730.0,Employed
31.0,16533.62,10040.19,Yes,Bachelors,Male,693.0,Employed
42.0,75817.78,8485.96,Yes,High School,Female,761.0,Employed
,36980.39,16631.6,Yes,Masters,Female,688.0,Employed
55.0,55493.02,17664.76,No,Masters,Male,671.0,Employed
48.0,89889.44,22704.73,No,Bachelors,Female,760.0,Employed
46.0,73149.03,22044.1,Yes,PhD,Female,673.0,Employed
37.0,61031.0,7074.12,Yes,Masters,Male,747.0,Self-Employed
53.0,59318.5,5011.84,Yes,High School,Female,810.0,Employed
36.0,61640.16,17827.27,Yes,Bachelors,Male,774.0,Employed
38.0,73217.78,17692.83,Yes,Bachelors,Female,694.0,Employed
40.0,45987.14,22409.22,Yes,Bachelors,Female,688.0,Employed
45.0,92488.35,16962.91,No,Bachelors,Female,767.0,Unemployed
44.0,47048.73,12185.83,Yes,Bachelors,Male,731.0,Employed
33.0,35458.85,20197.16,Yes,Bachelors,Female,639.0,Self-Employed
33.0,89823.06,9777.31,No,Masters,Male,753.0,Employed
44.0,61261.57,25034.37,Yes,Masters,Male,709.0,Unemployed
45.0,71409.19,16361.91,No,PhD,Male,726.0,Employed
34.0,83092.62,11313.35,Yes,Bachelors,Female,729.0,Unemployed
22.0,55611.26,10567.44,Yes,Masters,Male,736.0,Self-Employed
36.0,72742.92,15975.78,Yes,Masters,Female,826.0,Employed
44.0,82964.3,14601.01,No,Masters,Female,798.0,Self-Employed
56.0,102864.7,14316.03,No,High School,Male,647.0,Employed
26.0,59778.82,8448.88,No,Bachelors,Female,744.0,Employed
34.0,60741.06,14191.09,Yes,Bachelors,Male,642.0,Employed
34.0,81266.53,19133.74,Yes,High School,Male,787.0,Employed
52.0,74171.86,11225.8,Yes,Masters,Male,777.0,Employed
38.0,67259.28,16281.13,Yes,High School,Male,684.0,Employed
29.0,101853.8,20594.46,Yes,Masters,Female,713.0,Employed
44.0,36351.25,18150.53,Yes,High School,Male,764.0,Employed
34.0,41565.09,8949.96,No,Bachelors,Male,711.0,Employed
26.0,36582.36,16606.72,Yes,Masters,Male,692.0,Employed
29.0,94033.6,22324.56,Yes,Masters,Male,722.0,Employed
55.0,80294.47,17486.27,Yes,High School,Male,790.0,Self-Employed
42.0,42585.1,20901.1,Yes,Bachelors,Female,644.0,Employed
39.0,67539.33,19900.7,Yes,Masters,Male,678.0,Employed
,69446.49,9308.55,No,Masters,Male,690.0,Employed
41.0,25815.61,23901.14,Yes,High School,Female,813.0,Employed
41.0,73765.54,21268.87,Yes,Bachelors,Female,788.0,Employed
41.0,46449.08,13584.75,Yes,Masters,Male,676.0,Employed
39.0,84133.37,21479.22,Yes,Masters,Male,716.0,Employed
47.0,47061.18,14361.08,No,Bachelors,Female,764.0,Employed
38.0,74383.2,14553.39,Yes,Bachelors,Male,761.0,Employed
28.0,95891.4,10530.77,Yes,Bachelors,Female,727.0,Unemployed
,89491.2,,No,PhD,Male,722.0,Self-Employed
18.0,80143.3,15746.39,Yes,Bachelors,Female,819.0,Employed
58.0,68373.29,13733.6,Yes,Masters,Male,713.0,Employed
47.0,39997.92,7564.1,Yes,High School,Female,640.0,Employed
30.0,,16750.78,Yes,Bachelors,Female,728.0,Employed
35.0,65479.88,17552.61,Yes,Masters,Female,735.0,Employed
32.0,64043.55,16495.13,No,Bachelors,Male,715.0,Employed
53.0,39329.56,16451.37,Yes,Bachelors,Female,658.0,Employed
24.0,78688.69,17039.04,Yes,Bachelors,Female,739.0,Employed
39.0,46381.69,15832.64,Yes,Bachelors,Male,671.0,Employed
37.0,100922.18,16745.9,No,Masters,Female,720.0,Employed
46.0,72960.42,17528.25,No,Bachelors,Female,696.0,Employed
37.0,89585.25,12073.02,Yes,High School,Male,770.0,Self-Employed
20.0,89171.86,8669.7,Yes,Masters,Female,642.0,Employed
35.0,111558.63,16596.26,No,High School,Male,662.0,Employed
28.0,73637.62,15757.22,No,Bachelors,Female,723.0,Unemployed
39.0,62198.78,17265.15,No,Bachelors,Female,720.0,Employed
52.0,62584.3,20691.23,Yes,Masters,Male,708.0,Employed
21.0,99922.05,,Yes,PhD,Female,737.0,Employed
30.0,43595.29,14334.54,No,Masters,Female,729.0,Employed
32.0,52437.51,17341.64,Yes,Bachelors,Female,765.0,Self-Employed
34.0,74739.84,9897.54,Yes,Masters,Female,728.0,Employed
45.0,66944.05,15209.26,Yes,High School,Male,807.0,Employed
36.0,89352.89,14488.67,No,PhD,Male,666.0,Employed
42.0,43226.14,19382.56,Yes,Bachelors,Female,801.0,Employed
32.0,68661.08,12707.34,No,Masters,Male,721.0,Employed
40.0,66259.77,15454.53,Yes,Bachelors,Male,629.0,Self-Employed
46.0,48555.12,,No,Masters,Male,599.0,Employed
31.0,87573.2,2562.88,Yes,High School,Male,692.0,Unemployed
46.0,68164.31,12359.92,Yes,Bachelors,Female,754.0,Employed
39.0,67318.51,14957.74,Yes,Bachelors,Female,766.0,Self-Employed
48.0,53505.93,10542.7,No,High School,Male,675.0,Employed
36.0,62602.69,14388.65,Yes,Bachelors,Male,688.0,Employed
42.0,49567.45,21694.36,Yes,Masters,Female,780.0,Self-Employed
38.0,87275.33,19816.27,Yes,Bachelors,Female,641.0,Employed
37.0,90656.32,5669.92,Yes,Masters,Female,681.0,Employed
41.0,103601.23,18797.95,Yes,Masters,Female,753.0,Employed
43.0,78681.07,17808.75,Yes,High School,Male,682.0,Employed
26.0,63215.63,14533.68,Yes,Bachelors,Male,,Unemployed
52.0,60620.74,3276.16,Yes,High School,Male,706.0,Employed
19.0,,18913.42,Yes,Bachelors,Male,690.0,Employed
,74017.27,12853.81,No,Bachelors,Female,,Self-Employed
37.0,66515.84,16054.21,Yes,Masters,Male,693.0,Self-Employed
42.0,64758.43,10160.76,Yes,PhD,Male,834.0,Employed
54.0,93423.81,11288.71,Yes,Masters,Female,688.0,Employed
19.0,61363.05,19681.12,Yes,Masters,Female,730.0,Self-Employed
33.0,96933.52,23113.41,Yes,Masters,Male,742.0,Employed
17.0,73642.72,12864.93,Yes,Masters,Female,854.0,Unemployed
38.0,62642.38,22564.29,Yes,Bachelors,Female,797.0,Self-Employed
41.0,54294.62,12855.55,Yes,Masters,Male,636.0,Self-Employed
54.0,66909.51,12795.48,Yes,Masters,Female,750.0,Unemployed
39.0,80067.31,7910.91,Yes,PhD,Female,759.0,Employed
48.0,62459.74,17486.61,No,Bachelors,Female,783.0,Self-Employed
44.0,87006.71,14022.99,No,Masters,Female,645.0,Self-Employed
34.0,61460.82,14304.88,Yes,Bachelors,Female,717.0,Self-Employed
24.0,67504.31,13101.95,Yes,Masters,Male,702.0,Self-Employed
41.0,44266.11,10041.36,No,PhD,Male,741.0,Self-Employed
23.0,81189.54,18128.27,No,High School,Male,700.0,Employed
51.0,64656.49,14693.26,Yes,Masters,Male,703.0,Employed
36.0,101577.41,19040.04,Yes,Masters,Male,650.0,Employed
50.0,84096.2,10279.24,Yes,Masters,Male,757.0,Employed
33.0,71690.0,16195.34,No,High School,Male,712.0,Employed
41.0,94503.52,25685.3,No,PhD,Male,705.0,Employed
40.0,78102.18,11443.83,Yes,Masters,Male,705.0,Employed
38.0,90165.2,12577.12,No,PhD,Female,700.0,Self-Employed
34.0,52752.57,12518.23,Yes,Bachelors,Male,765.0,Employed
42.0,79223.78,9787.2,Yes,Bachelors,Male,745.0,Employed
29.0,80054.44,23288.24,Yes,Bachelors,Female,619.0,Employed
26.0,,3482.01,Yes,High School,Female,645.0,Self-Employed
50.0,100132.51,8886.68,Yes,Masters,Female,627.0,Unemployed
45.0,46793.35,17340.24,No,Bachelors,Female,598.0,Self-Employed
39.0,44020.75,11348.68,No,Bachelors,Female,777.0,Employed
55.0,13026.29,14847.58,Yes,Bachelors,Male,755.0,Employed
35.0,79477.12,,No,Bachelors,Female,797.0,Employed
51.0,37138.69,17485.3,Yes,Masters,Female,703.0,Self-Employed
40.0,59661.61,15409.4,Yes,Bachelors,Male,767.0,Self-Employed
28.0,86757.37,13056.46,Yes,Bachelors,Male,746.0,Self-Employed
56.0,73841.06,15647.14,No,Bachelors,Female,622.0,Unemployed
48.0,57526.05,14107.59,Yes,Masters,Female,776.0,Employed
37.0,38186.41,23472.46,Yes,High School,Male,696.0,Employed
45.0,67847.74,12121.84,No,High School,Female,742.0,Employed
34.0,,17776.86,Yes,Masters,Female,696.0,Employed
46.0,84016.73,19567.92,Yes,Bachelors,Female,643.0,Unemployed
14.0,105735.62,8392.66,Yes,High School,Female,736.0,Employed
,56930.83,9435.84,Yes,Masters,Female,800.0,Employed
48.0,43659.33,24653.76,No,High School,Male,659.0,Employed
36.0,76199.02,11614.75,Yes,Masters,Female,731.0,Self-Employed
40.0,74228.42,15060.77,Yes,Bachelors,Female,783.0,Employed
25.0,69902.81,14130.9,Yes,PhD,Male,593.0,Employed
,55072.04,14808.82,Yes,Masters,Male,670.0,Self-Employed
50.0,16932.42,13138.56,Yes,Masters,Female,720.0,Employed
36.0,49867.73,15605.3,No,Masters,Male,697.0,Employed
34.0,81141.37,10936.03,Yes,Masters,Male,688.0,Self-Employed
48.0,75679.27,13881.03,Yes,Masters,Male,658.0,Employed
,89305.28,5143.97,Yes,High School,Male,724.0,Self-Employed
48.0,76903.64,14418.25,No,PhD,Female,675.0,Unemployed
60.0,84720.34,,Yes,Masters,Female,656.0,Unemployed
29.0,85294.64,19796.38,Yes,Bachelors,Female,660.0,Employed
30.0,70409.5,20738.12,Yes,High School,Female,781.0,Employed
26.0,70549.98,13113.53,No,High School,Female,679.0,Employed
42.0,11822.75,19203.02,Yes,Bachelors,Male,743.0,Employed
40.0,56868.32,9244.37,Yes,Masters,Male,690.0,Employed
36.0,57731.95,12413.24,Yes,Masters,Male,637.0,Unemployed
46.0,67823.93,23104.13,No,Masters,Male,681.0,Employed
50.0,51393.22,15912.1,Yes,Bachelors,Male,691.0,Employed
23.0,88751.28,16164.47,Yes,High School,Female,722.0,Employed
32.0,52369.8,14108.08,No,Bachelors,Female,727.0,Employed
46.0,92048.65,24343.85,No,High School,Female,658.0,Employed
33.0,50776.9,17654.16,No,Masters,Female,788.0,Employed
30.0,57924.4,22424.94,Yes,Bachelors,Female,791.0,Employed
48.0,56403.75,12041.31,Yes,Masters,Male,722.0,Employed
25.0,60075.32,10138.81,Yes,Bachelors,Male,735.0,Self-Employed
35.0,93572.76,11174.01,Yes,Masters,Female,678.0,Employed
41.0,63458.31,18145.3,No,Bachelors,Male,643.0,Unemployed
32.0,63966.88,23237.09,No,PhD,Male,717.0,Employed
46.0,55164.07,18749.73,Yes,Bachelors,Female,700.0,Unemployed
32.0,64804.13,19386.33,No,Bachelors,Male,800.0,Self-Employed
52.0,74328.97,15864.42,Yes,Masters,Male,841.0,Self-Employed
37.0,65696.78,8634.61,Yes,Masters,Male,678.0,Self-Employed
,66994.17,25116.39,No,PhD,Male,726.0,Employed
45.0,90320.61,18321.65,Yes,Bachelors,Male,762.0,Unemployed
32.0,75472.99,17616.94,No,Masters,Male,743.0,Self-Employed
17.0,46982.3,19368.96,Yes,Bachelors,Female,740.0,Employed
42.0,68294.7,6430.33,Yes,Bachelors,Female,784.0,Employed
39.0,59233.0,12494.38,No,PhD,Male,789.0,Employed
44.0,,18109.6,Yes,Bachelors,Male,737.0,Employed
36.0,72058.8,14275.51,Yes,Masters,Female,832.0,Employed
34.0,92606.22,14617.37,Yes,Masters,Male,763.0,Employed
58.0,55199.17,21407.14,Yes,High School,Male,684.0,Employed
23.0,,15586.38,Yes,Bachelors,Male,769.0,Employed
45.0,48717.72,26890.41,Yes,Masters,Male,684.0,Employed
,69163.94,14796.02,Yes,Bachelors,Male,727.0,Employed
35.0,39268.38,19024.69,No,Bachelors,Male,761.0,Unemployed
,76429.69,17420.2,Yes,Bachelors,Male,689.0,Unemployed
30.0,68890.81,12128.6,Yes,Bachelors,Male,760.0,Employed
44.0,73103.69,9844.78,Yes,Bachelors,Female,731.0,Employed
52.0,85762.69,15185.44,No,PhD,Female,661.0,Employed
43.0,74496.05,24602.51,No,Bachelors,Female,631.0,Employed
39.0,44464.45,13031.91,Yes,High School,Male,633.0,Employed
28.0,58882.54,17594.48,Yes,Bachelors,Female,704.0,Employed
43.0,68396.37,,Yes,PhD,Female,690.0,Employed
60.0,63438.01,16107.8,No,Bachelors,Female,804.0,Employed
34.0,65880.84,20710.06,No,Masters,Female,,Self-Employed
34.0,102429.05,15574.87,No,High School,Female,,Unemployed
32.0,72007.11,11923.3,Yes,PhD,Male,730.0,Employed
33.0,77645.19,23030.22,Yes,High School,Female,724.0,Self-Employed
11.0,29823.97,11975.43,Yes,Bachelors,Female,692.0,Unemployed
42.0,84920.09,18383.66,Yes,PhD,Male,722.0,Employed
30.0,127039.24,7546.7,Yes,Bachelors,Male,707.0,Unemployed
22.0,,21423.59,Yes,Bachelors,Male,696.0,Employed
46.0,61196.2,28023.27,Yes,High School,Male,695.0,Unemployed
27.0,115621.15,,Yes,Bachelors,Female,747.0,Employed
35.0,70549.93,9869.64,No,Masters,Male,689.0,Employed
53.0,76130.93,18837.5,Yes,PhD,Male,646.0,Unemployed
24.0,64651.28,15454.25,Yes,High School,Male,713.0,Employed
23.0,64133.62,25707.37,Yes,Masters,Male,,Unemployed
41.0,25038.1,12003.94,No,Bachelors,Female,685.0,Employed
49.0,85749.88,8315.24,Yes,Bachelors,Male,842.0,Self-Employed
22.0,64060.04,16518.9,Yes,Bachelors,Female,758.0,Employed
42.0,66238.79,17916.62,Yes,Masters,Male,709.0,Self-Employed
44.0,75466.75,11155.12,No,Masters,Male,683.0,Employed
17.0,61708.44,19802.45,No,Bachelors,Male,,Employed
46.0,75276.54,15279.68,Yes,Masters,Male,661.0,Employed
47.0,94061.21,13645.89,Yes,High School,Female,705.0,Employed
35.0,78096.27,17723.62,Yes,Bachelors,Male,761.0,Self-Employed
51.0,66930.06,13561.99,No,Masters,Female,,Employed
49.0,67530.1,11324.97,Yes,High School,Male,735.0,Unemployed
39.0,74011.87,6930.58,Yes,Bachelors,Male,754.0,Self-Employed
33.0,53356.99,11913.86,Yes,Bachelors,Male,733.0,Employed
28.0,,27472.99,Yes,Bachelors,Male,,Employed
38.0,83691.42,15179.61,Yes,Bachelors,Male,717.0,Unemployed
44.0,71750.32,9914.39,No,Masters,Male,683.0,Employed
35.0,61517.34,21334.11,No,PhD,Male,717.0,Employed
16.0,64257.93,14765.06,Yes,Masters,Female,690.0,Employed
51.0,83043.38,16460.12,Yes,Bachelors,Female,736.0,Employed
40.0,47996.48,16371.64,Yes,Masters,Male,667.0,Employed
34.0,53670.86,22426.54,Yes,Bachelors,Male,720.0,Employed
47.0,37861.98,8356.63,Yes,Masters,Female,800.0,Employed
53.0,70679.97,22296.85,Yes,Bachelors,Male,821.0,Employed
10.0,87237.75,18725.93,Yes,Bachelors,Female,768.0,Employed
42.0,96629.64,15386.55,Yes,Bachelors,Male,782.0,Employed
24.0,100973.32,10730.32,Yes,Masters,Male,676.0,Employed
43.0,56190.52,13765.74,Yes,Masters,Female,,Employed
39.0,75000.62,15211.79,Yes,Bachelors,Female,741.0,Self-Employed
44.0,61953.75,24043.95,Yes,Bachelors,Male,819.0,Employed
33.0,102952.88,22175.21,Yes,PhD,Male,795.0,Employed
19.0,,13061.46,Yes,High School,Male,671.0,Employed
33.0,73361.43,25046.81,No,Bachelors,Female,730.0,Unemployed
42.0,,19754.72,Yes,High School,Male,764.0,Employed
48.0,1039.14,17356.65,No,Masters,Female,791.0,Unemployed
26.0,41328.0,13593.79,Yes,Masters,Male,708.0,Employed
48.0,32954.14,12113.77,No,Masters,Female,714.0,Employed
32.0,41075.35,17713.16,No,Masters,Female,734.0,Unemployed
42.0,107576.95,16918.88,Yes,High School,Female,663.0,Self-Employed
33.0,44099.17,13047.22,Yes,PhD,Male,715.0,Self-Employed
40.0,48781.14,20569.89,Yes,Masters,Male,752.0,Employed
47.0,51589.52,15817.13,Yes,Masters,Male,702.0,Employed
26.0,121970.89,17090.15,Yes,Bachelors,Female,809.0,Employed
31.0,68750.96,20363.79,No,Masters,Female,746.0,Employed
40.0,89884.09,19132.99,Yes,Bachelors,Male,651.0,Employed
62.0,73507.91,6901.26,Yes,Masters,Female,692.0,Self-Employed
29.0,30311.82,18809.72,Yes,Masters,Female,624.0,Self-Employed
58.0,100652.79,15139.93,No,Masters,Male,711.0,Employed
58.0,78021.94,12764.4,Yes,Masters,Male,673.0,Unemployed
37.0,67565.74,15260.59,No,Masters,Female,722.0,Unemployed
35.0,105202.55,13469.24,No,Masters,Female,709.0,Employed
31.0,63069.02,15633.8,Yes,Bachelors,Female,,Self-Employed
37.0,67111.7,14896.18,No,High School,Male,791.0,Employed
24.0,63097.95,18438.29,No,Masters,Male,784.0,Employed
37.0,91525.83,7340.75,Yes,Bachelors,Male,802.0,Employed
53.0,86276.46,15918.96,No,Bachelors,Female,715.0,Employed
32.0,75572.38,14856.84,No,High School,Male,705.0,Employed
36.0,,26257.88,Yes,Bachelors,Female,682.0,Employed
21.0,62595.33,5214.11,Yes,High School,Male,689.0,Employed
42.0,48958.31,19610.24,Yes,Bachelors,Male,741.0,Employed
41.0,93207.36,17166.85,Yes,Bachelors,Male,655.0,Employed
39.0,38505.45,18831.63,No,Bachelors,Female,701.0,Self-Employed
36.0,101887.42,12763.44,No,High School,Male,657.0,Employed
35.0,95753.06,16596.8,Yes,Bachelors,Male,722.0,Self-Employed
43.0,51629.42,15727.12,No,Bachelors,Male,669.0,Employed
38.0,61670.31,32680.24,Yes,Bachelors,Male,651.0,Employed
41.0,55751.39,13453.68,Yes,PhD,Female,714.0,Self-Employed
40.0,78604.68,11074.64,No,High School,Female,643.0,Employed
49.0,98248.96,25005.29,Yes,Masters,Male,733.0,Employed
45.0,93712.39,16719.47,Yes,Masters,Male,694.0,Self-Employed
40.0,61341.39,17569.97,No,PhD,Male,725.0,Employed
53.0,95096.14,20634.72,Yes,Bachelors,Male,627.0,Employed
42.0,93436.44,15383.86,Yes,Bachelors,Male,787.0,Employed
51.0,66223.32,12904.42,No,High School,Male,662.0,Employed
44.0,69810.83,15662.24,Yes,Bachelors,Male,809.0,Self-Employed
20.0,100834.28,10795.79,No,Bachelors,Female,698.0,Self-Employed
51.0,,7737.92,Yes,Bachelors,Female,785.0,Employed
39.0,94495.68,10784.99,Yes,Masters,Male,768.0,Employed
37.0,121707.68,3190.83,Yes,High School,Female,697.0,Employed
41.0,80945.34,13178.25,Yes,High School,Female,755.0,Employed
35.0,76513.29,12500.48,No,High School,Female,704.0,Employed
40.0,97158.75,18018.26,Yes,High School,Male,708.0,Employed
32.0,109756.42,15645.52,No,High School,Female,757.0,Employed
51.0,57772.12,14304.08,Yes,Bachelors,Male,642.0,Employed
37.0,,20887.87,Yes,High School,Male,690.0,Employed
34.0,49628.59,12914.31,No,Masters,Female,743.0,Employed
29.0,76855.0,9450.99,Yes,Bachelors,Male,765.0,Employed
41.0,87785.17,2362.24,Yes,Masters,Female,729.0,Unemployed
40.0,51022.45,15123.59,Yes,Masters,Male,686.0,Employed
42.0,92675.91,14734.84,Yes,Bachelors,Female,744.0,Employed
28.0,60933.46,21345.41,No,Masters,Male,703.0,Self-Employed
22.0,59304.18,10662.03,Yes,High School,Female,830.0,Employed
44.0,92598.77,18750.2,No,Masters,Male,729.0,Employed
53.0,57497.19,2584.91,Yes,Masters,Male,637.0,Employed
28.0,41930.03,8504.2,Yes,High School,Female,696.0,Employed
54.0,84873.14,16917.73,Yes,Masters,Female,675.0,Self-Employed
41.0,67365.95,18446.69,Yes,Bachelors,Female,651.0,Self-Employed
38.0,93961.18,6702.97,Yes,Masters,Male,660.0,Self-Employed
34.0,86659.81,11026.98,No,High School,Female,711.0,Unemployed
24.0,35034.03,15225.37,Yes,Bachelors,Female,678.0,Employed
48.0,96310.69,14524.32,Yes,Bachelors,Male,734.0,Employed
30.0,107995.0,17737.75,No,High School,Male,734.0,Employed
30.0,90672.07,,Yes,Bachelors,Male,709.0,Employed
48.0,91477.21,8608.71,Yes,PhD,Male,718.0,Self-Employed
19.0,65046.56,17219.87,Yes,Masters,Female,811.0,Employed
23.0,60466.09,11401.91,Yes,Masters,Female,795.0,Employed
38.0,74248.89,16677.76,Yes,Bachelors,Female,,Employed
41.0,88398.11,12666.11,Yes,Bachelors,Female,730.0,Employed
43.0,87894.67,20383.66,No,Masters,Female,746.0,Self-Employed
35.0,61244.35,17933.89,Yes,Bachelors,Male,740.0,Employed
63.0,59216.82,10055.73,Yes,Masters,Female,741.0,Self-Employed
36.0,40196.93,6606.78,Yes,Bachelors,Male,642.0,Unemployed
36.0,82938.4,,No,Bachelors,Female,723.0,Employed
30.0,62204.37,11470.19,Yes,Masters,Female,757.0,Self-Employed
39.0,63979.1,11991.0,Yes,High School,Female,709.0,Employed
44.0,104557.5,18710.01,Yes,Bachelors,Female,,Employed
50.0,81967.78,9883.69,Yes,Masters,Female,714.0,Employed
23.0,76457.97,15995.66,Yes,Masters,Male,723.0,Employed
36.0,86603.95,15092.26,Yes,High School,Male,650.0,Employed
42.0,98412.28,14591.96,Yes,High School,Male,693.0,Employed
44.0,37650.38,20976.62,Yes,Bachelors,Female,756.0,Self-Employed
38.0,58687.43,17330.33,Yes,Masters,Female,740.0,Employed
43.0,65357.3,19895.43,Yes,Bachelors,Male,734.0,Unemployed
30.0,50433.16,13751.01,No,PhD,Male,,Employed
54.0,64695.57,11379.59,Yes,PhD,Female,728.0,Employed
48.0,38977.3,20194.44,No,Bachelors,Male,,Employed
25.0,88443.59,12146.8,Yes,Bachelors,Female,779.0,Employed
27.0,59649.91,15618.13,Yes,Bachelors,Male,719.0,Employed
28.0,74019.13,17117.67,No,Masters,Female,744.0,Self-Employed
45.0,71026.17,11151.89,No,High School,Male,630.0,Employed
25.0,81148.39,11167.59,No,Masters,Male,746.0,Employed
35.0,20782.21,13642.02,No,High School,Male,703.0,Employed
43.0,79005.27,18720.19,Yes,Bachelors,Female,716.0,Self-Employed
37.0,64498.17,16730.4,No,Bachelors,Male,794.0,Employed
41.0,78137.28,8233.33,No,Bachelors,Female,739.0,Employed
27.0,46410.94,24763.89,Yes,Bachelors,Female,740.0,Employed
44.0,78273.48,16900.12,Yes,Bachelors,Male,696.0,Unemployed
32.0,95970.24,12881.7,Yes,High School,Female,711.0,Employed
35.0,73795.33,14237.22,No,Masters,Female,788.0,Unemployed
40.0,55655.18,13789.28,Yes,PhD,Male,742.0,Self-Employed
39.0,56529.37,13139.26,Yes,Bachelors,Male,803.0,Self-Employed
38.0,81524.83,20828.75,Yes,Masters,Male,677.0,Employed
30.0,81392.89,26882.17,No,Bachelors,Male,644.0,Employed
35.0,77130.84,12436.0,Yes,High School,Male,708.0,Employed
38.0,69249.5,12712.04,Yes,Bachelors,Male,768.0,Self-Employed
24.0,74059.2,14549.18,No,Bachelors,Female,732.0,Self-Employed
33.0,68701.82,8117.26,Yes,High School,Female,657.0,Employed
42.0,62382.38,17639.72,No,Masters,Female,696.0,Employed
25.0,85149.54,15934.11,Yes,Bachelors,Female,750.0,Employed
50.0,76202.34,15747.75,Yes,Bachelors,Male,769.0,Employed
51.0,95810.83,5735.07,No,Bachelors,Male,,Unemployed
26.0,92337.31,3690.28,No,PhD,Male,785.0,Employed
52.0,75549.61,13161.91,No,Masters,Female,755.0,Employed
37.0,81907.61,18307.71,No,Bachelors,Female,685.0,Employed
42.0,50856.25,6109.68,No,Masters,Male,813.0,Employed
33.0,68448.21,19476.57,Yes,Masters,Female,693.0,Employed
47.0,76853.26,13483.29,Yes,Bachelors,Male,702.0,Employed
42.0,38345.28,10855.46,Yes,Masters,Male,763.0,Employed
30.0,78588.44,15416.3,No,High School,Female,707.0,Employed
26.0,50815.46,8511.86,Yes,Masters,Female,797.0,Self-Employed
,53008.32,2308.47,Yes,Masters,Female,776.0,Employed
,59410.29,21031.54,Yes,PhD,Male,740.0,Employed
44.0,69389.87,14756.46,No,Bachelors,Male,762.0,Employed
45.0,43439.43,11392.96,No,Bachelors,Male,695.0,Employed
37.0,87132.87,12110.44,No,Bachelors,Male,702.0,Unemployed
26.0,73548.36,11125.09,Yes,PhD,Male,652.0,Unemployed
31.0,108499.58,13235.94,No,Masters,Female,739.0,Employed
50.0,76001.61,14437.93,Yes,High School,Male,829.0,Employed
33.0,81416.1,18437.81,Yes,Masters,Male,691.0,Employed
39.0,52922.71,11521.3,Yes,Bachelors,Female,626.0,Unemployed
27.0,,9713.03,Yes,Masters,Male,756.0,Self-Employed
41.0,82383.12,12319.74,No,Masters,Female,736.0,Employed
33.0,48134.2,27319.91,Yes,High School,Female,,Employed
48.0,82836.99,15783.85,Yes,Masters,Female,703.0,Employed
46.0,104130.49,16998.39,No,Bachelors,Female,633.0,Employed
33.0,88915.37,13726.25,Yes,Bachelors,Female,673.0,Unemployed
37.0,81408.93,23666.52,No,Masters,Female,624.0,Employed
32.0,75389.94,19298.51,Yes,High School,Male,766.0,Employed
24.0,,9796.57,Yes,Masters,Female,748.0,Self-Employed
29.0,67708.78,15788.1,Yes,Masters,Female,705.0,Unemployed
40.0,58691.43,13065.28,No,Masters,Female,665.0,Unemployed
41.0,43691.92,17055.84,Yes,High School,Female,705.0,Employed
39.0,70708.55,19982.7,Yes,Bachelors,Male,634.0,Employed
35.0,92157.78,8884.69,Yes,Masters,Female,692.0,Unemployed
47.0,44224.03,16794.95,No,Bachelors,Male,831.0,Self-Employed
39.0,97969.93,10963.81,Yes,Masters,Female,730.0,Employed
45.0,94343.68,22082.04,Yes,Bachelors,Female,839.0,Self-Employed
20.0,77939.98,19832.29,Yes,Bachelors,Male,629.0,Employed
-1.0,78100.91,5050.54,No,High School,Female,711.0,Unemployed
41.0,66275.07,9366.36,Yes,Masters,Female,665.0,Employed
24.0,70840.33,8281.35,Yes,Bachelors,Male,691.0,Unemployed
36.0,60728.29,14692.2,Yes,Masters,Female,720.0,Employed
35.0,70632.76,16507.19,Yes,Bachelors,Female,697.0,Employed
54.0,72796.52,18957.25,Yes,High School,Female,665.0,Employed
42.0,107624.88,13771.46,Yes,Masters,Male,693.0,Employed
40.0,81312.32,13587.97,Yes,High School,Male,672.0,Self-Employed
46.0,65811.94,16421.46,No,High School,Male,735.0,Self-Employed
42.0,68021.87,30751.76,Yes,Masters,Male,765.0,Employed
33.0,55734.83,7425.94,Yes,Masters,Male,780.0,Employed
49.0,59031.42,5603.86,Yes,High School,Male,729.0,Self-Employed
27.0,88213.91,12319.31,No,Masters,Male,718.0,Employed
41.0,60120.66,11406.53,Yes,Masters,Male,644.0,Employed
23.0,57649.28,11310.68,Yes,Bachelors,Male,716.0,Employed
40.0,58149.75,14938.34,No,Bachelors,Male,,Self-Employed
40.0,55416.42,9148.63,No,High School,Male,704.0,Employed
55.0,92543.7,12023.71,Yes,Masters,Female,661.0,Self-Employed
22.0,72854.06,13527.44,No,High School,Male,758.0,Employed
32.0,64353.71,13644.34,No,Masters,Male,679.0,Employed
46.0,70585.63,,Yes,Bachelors,Male,764.0,Self-Employed
41.0,74345.81,14251.92,Yes,Bachelors,Male,760.0,Employed
40.0,55054.13,10962.75,Yes,Masters,Male,614.0,Unemployed
28.0,42208.09,13724.97,Yes,PhD,Female,762.0,Self-Employed
32.0,96770.05,14974.8,Yes,Masters,Female,710.0,Employed
,89760.47,19801.53,Yes,Bachelors,Female,637.0,Employed
37.0,77556.05,7595.85,No,Masters,Male,690.0,Unemployed
42.0,88383.88,15122.39,Yes,Bachelors,Male,769.0,Employed
37.0,108287.28,15823.86,Yes,Bachelors,Female,720.0,Self-Employed
26.0,59291.93,,Yes,High School,Female,688.0,Employed
47.0,47599.32,16156.54,Yes,PhD,Female,725.0,Employed
43.0,83230.33,8434.46,Yes,Masters,Male,713.0,Employed
61.0,40663.48,15803.86,Yes,Bachelors,Male,660.0,Self-Employed
28.0,70759.45,15529.0,No,Bachelors,Female,658.0,Employed
46.0,64031.37,17739.31,Yes,Bachelors,Female,730.0,Self-Employed
,83477.76,14168.14,Yes,Masters,Female,752.0,Employed
,60354.5,12301.77,Yes,Masters,Female,700.0,Employed
48.0,93995.4,20006.09,No,High School,Male,732.0,Unemployed
17.0,55062.33,8909.9,Yes,Bachelors,Female,681.0,Employed
,84116.01,8130.16,Yes,Masters,Male,814.0,Employed
32.0,56671.73,8797.13,Yes,Masters,Female,719.0,Employed
,80969.09,16731.31,No,Bachelors,Female,628.0,Employed
42.0,49707.08,11385.93,Yes,PhD,Female,669.0,Self-Employed
49.0,69517.72,14444.1,No,High School,Female,705.0,Self-Employed
37.0,96441.83,21927.48,Yes,Masters,Female,772.0,Employed
40.0,72300.1,9113.24,Yes,Masters,Female,753.0,Employed
39.0,93661.54,6492.45,Yes,Bachelors,Female,687.0,Unemployed
38.0,69474.51,19148.84,Yes,Masters,Male,,Employed
27.0,59899.01,10827.95,No,Masters,Female,708.0,Employed
49.0,73439.65,9141.49,Yes,Bachelors,Male,686.0,Employed
41.0,82367.93,14461.84,Yes,Bachelors,Female,710.0,Employed
42.0,31889.2,14044.42,Yes,Bachelors,Female,717.0,Self-Employed
30.0,80445.7,10660.78,Yes,Bachelors,Male,733.0,Employed
33.0,51203.3,17810.19,Yes,Bachelors,Male,713.0,Employed
36.0,46231.24,11104.36,Yes,Bachelors,Female,612.0,Employed
23.0,80771.53,10876.61,No,Bachelors,Female,733.0,Self-Employed
21.0,96770.06,5672.01,Yes,Masters,Female,742.0,Unemployed
32.0,74328.12,,Yes,Bachelors,Female,691.0,Employed
43.0,42891.85,16181.51,Yes,Bachelors,Male,650.0,Employed
31.0,,8395.85,Yes,High School,Male,747.0,Self-Employed
28.0,61634.66,14236.46,No,PhD,Female,706.0,Employed
30.0,73921.94,24637.72,Yes,Masters,Female,679.0,Unemployed
33.0,68562.4,17326.58,Yes,Bachelors,Female,725.0,Employed
34.0,79904.6,15140.82,No,High School,Male,772.0,Self-Employed
60.0,89999.46,17121.27,Yes,Bachelors,Male,695.0,Employed
49.0,76894.89,25787.46,Yes,Bachelors,Female,707.0,Employed
48.0,87961.61,5568.9,Yes,High School,Male,704.0,Employed
50.0,64605.79,14320.3,No,Bachelors,Female,658.0,Employed
28.0,135918.09,22372.89,Yes,Bachelors,Female,715.0,Employed
26.0,81063.61,16540.32,No,Masters,Female,801.0,Employed
,83680.97,21022.85,Yes,Masters,Male,631.0,Employed
,105153.62,11871.91,Yes,High School,Female,708.0,Employed
33.0,71763.58,,Yes,High School,Male,760.0,Employed
25.0,57089.83,24556.43,Yes,Bachelors,Female,662.0,Self-Employed
34.0,96128.68,15375.76,Yes,PhD,Female,729.0,Unemployed
36.0,97302.86,19129.97,Yes,Masters,Female,764.0,Employed
41.0,73070.13,19442.14,No,Masters,Female,644.0,Employed
41.0,105192.55,21397.6,Yes,Masters,Male,797.0,Employed
30.0,68334.28,16472.22,Yes,Bachelors,Female,714.0,Employed
45.0,88645.66,16689.63,Yes,Bachelors,Male,698.0,Employed
32.0,100310.65,17487.06,Yes,Bachelors,Male,644.0,Employed
36.0,,11792.05,No,PhD,Male,687.0,Employed
45.0,79135.96,20252.18,No,Bachelors,Male,633.0,Employed
32.0,90520.3,12142.65,No,Bachelors,Male,615.0,Employed
32.0,62676.3,,Yes,PhD,Male,728.0,Employed
44.0,53716.97,18974.88,No,Masters,Male,726.0,Employed
29.0,96659.64,3967.57,Yes,Bachelors,Male,636.0,Employed
34.0,76135.32,19033.46,Yes,Bachelors,Male,730.0,Self-Employed
44.0,59888.21,16168.14,Yes,Bachelors,Male,655.0,Employed
59.0,71882.34,21669.37,Yes,High School,Male,727.0,Self-Employed
44.0,80170.65,23663.58,Yes,High School,Male,745.0,Employed
43.0,38614.01,15553.96,Yes,Masters,Female,614.0,Employed
43.0,84319.86,16785.1,Yes,Masters,Female,718.0,Self-Employed
27.0,78168.92,8583.65,No,Masters,Female,751.0,Self-Employed
39.0,103101.98,14157.85,Yes,High School,Female,662.0,Employed
38.0,65620.17,23279.17,Yes,Bachelors,Female,702.0,Employed
41.0,97542.35,15001.91,Yes,High School,Female,760.0,Unemployed
39.0,69107.09,19637.43,Yes,Bachelors,Female,701.0,Unemployed
,72783.48,14891.2,Yes,PhD,Male,,Employed
35.0,75619.02,14415.98,Yes,Bachelors,Female,791.0,Self-Employed
39.0,111865.07,17872.94,No,PhD,Male,788.0,Employed
26.0,45210.19,438.83,No,Masters,Male,693.0,Unemployed
35.0,79901.5,16858.41,Yes,Masters,Female,666.0,Employed
52.0,70844.63,3752.72,Yes,Bachelors,Female,750.0,Employed
41.0,69429.3,14586.87,Yes,High School,Female,712.0,Employed
38.0,81660.22,10823.29,Yes,Bachelors,Female,714.0,Employed
57.0,92120.02,9224.01,Yes,High School,Female,816.0,Self-Employed
24.0,80632.64,22390.06,No,Masters,Female,712.0,Self-Employed
27.0,94704.09,20598.01,Yes,High School,Female,684.0,Self-Employed
55.0,64980.78,13219.28,Yes,High School,Male,558.0,Employed
38.0,69028.96,26890.77,Yes,High School,Female,665.0,Self-Employed
36.0,49982.58,19968.88,No,Masters,Male,704.0,Employed
26.0,109658.11,14209.4,Yes,Masters,Male,765.0,Self-Employed
42.0,66265.75,5562.03,Yes,Bachelors,Male,789.0,Employed
43.0,64055.7,14506.56,Yes,High School,Female,725.0,Employed
27.0,82133.25,11842.43,Yes,Masters,Male,699.0,Employed
37.0,92141.59,12687.59,Yes,Bachelors,Female,694.0,Unemployed
35.0,56158.38,17067.56,Yes,Masters,Female,738.0,Employed
41.0,93733.75,11858.82,Yes,Bachelors,Male,681.0,Employed
27.0,63933.96,21604.73,No,PhD,Female,763.0,Employed
51.0,98612.39,12349.69,No,Masters,Female,778.0,Employed
47.0,59181.82,9888.98,Yes,Bachelors,Male,781.0,Employed
34.0,84708.95,18247.86,No,Masters,Female,,Self-Employed
36.0,70854.2,14860.73,No,Bachelors,Female,737.0,Employed
,47472.44,19276.55,No,High School,Female,709.0,Employed
30.0,,15856.36,Yes,Masters,Male,632.0,Employed
34.0,55140.94,8053.87,Yes,High School,Female,717.0,Employed
35.0,89851.14,16519.95,No,Masters,Male,701.0,Employed
54.0,31136.9,10460.25,Yes,High School,Male,697.0,Employed
47.0,76678.92,15731.39,Yes,Bachelors,Female,800.0,Employed
47.0,74937.81,12009.96,No,Masters,Female,644.0,Employed
42.0,36354.09,13972.62,Yes,High School,Female,716.0,Self-Employed
27.0,54062.1,15215.74,Yes,PhD,Female,729.0,Employed
38.0,54024.3,18669.36,Yes,PhD,Female,588.0,Self-Employed
48.0,71053.83,12243.18,No,PhD,Female,723.0,Employed
25.0,99326.72,1052.16,Yes,High School,Male,,Employed
44.0,91499.24,10216.95,Yes,Bachelors,Male,762.0,Employed
61.0,62793.83,15668.47,Yes,Bachelors,Male,581.0,Employed
49.0,53411.65,20909.15,No,Bachelors,Male,717.0,Employed
52.0,38832.52,16498.51,No,Masters,Male,695.0,Employed
40.0,62427.83,19978.53,No,Bachelors,Male,737.0,Unemployed
48.0,52024.26,15788.22,Yes,High School,Female,737.0,Self-Employed
31.0,69277.04,16090.22,No,PhD,Male,733.0,Employed
46.0,70034.88,13789.74,No,High School,Female,726.0,Self-Employed
45.0,60488.28,20247.08,Yes,PhD,Female,716.0,Employed
41.0,60907.12,23230.28,Yes,Masters,Male,726.0,Self-Employed
51.0,56124.1,10176.97,No,Bachelors,Female,627.0,Self-Employed
33.0,59750.41,16123.61,Yes,Bachelors,Male,873.0,Employed
36.0,98718.31,9040.35,Yes,PhD,Male,753.0,Self-Employed
39.0,80356.16,23357.32,Yes,Bachelors,Female,803.0,Employed
28.0,80627.01,15854.75,Yes,High School,Male,720.0,Unemployed
40.0,90238.86,14900.44,Yes,Bachelors,Female,747.0,Employed
21.0,88470.45,9306.87,Yes,High School,Female,639.0,Employed
48.0,98495.29,13872.92,Yes,Bachelors,Female,803.0,Employed
38.0,81768.36,14621.98,No,High School,Male,787.0,Employed
33.0,74102.89,9629.74,Yes,PhD,Male,673.0,Employed
,58184.57,15754.75,Yes,Masters,Male,690.0,Employed
36.0,53516.96,10706.54,No,Bachelors,Male,711.0,Employed
45.0,87645.15,17173.38,No,Masters,Female,740.0,Self-Employed
43.0,,10069.51,Yes,Masters,Male,709.0,Unemployed
31.0,42802.4,15785.48,Yes,Bachelors,Male,755.0,Employed
30.0,28139.36,14031.56,No,Masters,Male,732.0,Employed
45.0,112952.56,16506.91,Yes,High School,Male,,Employed
31.0,50281.28,15828.3,No,Masters,Female,722.0,Employed
39.0,56275.23,15473.83,Yes,Bachelors,Female,,Employed
39.0,94561.56,11301.84,No,High School,Female,762.0,Unemployed
41.0,45828.51,17770.11,Yes,Masters,Female,702.0,Employed
47.0,80628.2,16436.8,No,Bachelors,Male,766.0,Unemployed
25.0,106439.54,18185.76,No,Bachelors,Male,677.0,Unemployed
19.0,,14873.32,Yes,Masters,Male,693.0,Employed
32.0,61051.03,14102.46,Yes,Masters,Female,764.0,Employed
56.0,69759.26,9925.3,Yes,High School,Male,749.0,Self-Employed
58.0,62072.32,11696.29,No,Bachelors,Male,733.0,Self-Employed
56.0,69640.99,12633.72,Yes,PhD,Female,744.0,Employed
36.0,95965.43,19807.14,Yes,High School,Female,802.0,Self-Employed
20.0,42013.75,8777.43,No,Masters,Female,717.0,Employed
15.0,82959.14,8302.97,No,Bachelors,Female,720.0,Employed
32.0,66090.05,14646.75,Yes,Bachelors,Male,789.0,Employed
36.0,97370.02,11168.22,Yes,High School,Male,667.0,Employed
51.0,96308.4,13087.64,Yes,Masters,Female,697.0,Employed
47.0,61857.37,12801.84,No,Masters,Female,754.0,Employed
40.0,67784.38,11845.47,Yes,High School,Male,689.0,Employed
29.0,87855.25,11184.82,Yes,Bachelors,Female,723.0,Self-Employed
28.0,89666.42,10341.35,Yes,High School,Male,661.0,Employed
41.0,20550.21,13152.59,No,Bachelors,Male,733.0,Unemployed
45.0,87791.01,7688.21,Yes,Masters,Female,641.0,Employed
42.0,102929.64,18028.29,No,Bachelors,Female,654.0,Self-Employed
28.0,75112.19,10578.15,Yes,Masters,Female,735.0,Employed
45.0,89003.53,17265.94,Yes,Bachelors,Male,764.0,Unemployed
42.0,95575.12,11703.2,No,High School,Male,722.0,Employed
27.0,74431.87,20186.89,Yes,PhD,Male,789.0,Employed
30.0,86284.62,15201.29,Yes,Masters,Male,740.0,Employed
45.0,70253.73,9616.97,Yes,PhD,Female,692.0,Employed
36.0,68956.64,,Yes,High School,Male,,Unemployed
54.0,,12911.16,Yes,Masters,Female,748.0,Employed
43.0,73460.45,12217.26,Yes,Bachelors,Female,744.0,Self-Employed
33.0,107737.14,12558.37,Yes,Masters,Female,790.0,Employed
38.0,51950.1,16989.74,No,Bachelors,Male,701.0,Employed
39.0,82337.46,7736.29,Yes,Masters,Female,753.0,Employed
31.0,76419.1,,Yes,Masters,Female,695.0,Employed
29.0,99496.56,6573.99,No,High School,Male,720.0,Employed
45.0,103257.87,14631.43,No,Bachelors,Female,668.0,Employed
46.0,51514.45,20633.05,No,High School,Female,734.0,Self-Employed
44.0,58515.69,12226.94,Yes,Masters,Female,758.0,Employed
53.0,59608.27,19438.44,No,High School,Male,716.0,Self-Employed
33.0,60316.01,6653.0,Yes,Bachelors,Female,738.0,Unemployed
55.0,62031.03,11891.72,Yes,Bachelors,Male,609.0,Employed
29.0,76941.29,8877.71,Yes,Bachelors,Male,743.0,Employed
28.0,52972.26,24540.99,Yes,Masters,Male,654.0,Employed
20.0,55784.17,12961.12,No,Masters,Male,772.0,Self-Employed
34.0,54188.19,11747.81,Yes,Bachelors,Male,766.0,Employed
33.0,79852.49,13711.18,Yes,Masters,Male,676.0,Employed
43.0,68724.63,15033.46,Yes,Bachelors,Male,693.0,Employed
40.0,65173.97,13144.85,Yes,Masters,Male,789.0,Unemployed
26.0,53162.41,,No,Masters,Male,787.0,Self-Employed
34.0,37918.92,21746.7,No,Bachelors,Female,742.0,Self-Employed
34.0,102630.67,20440.81,Yes,Masters,Female,694.0,Employed
20.0,64225.45,16665.9,No,Bachelors,Male,629.0,Employed
28.0,124209.85,16399.34,Yes,Bachelors,Male,757.0,Employed
30.0,85455.83,16076.92,Yes,Bachelors,Male,690.0,Self-Employed
52.0,106585.06,12716.82,No,Bachelors,Female,752.0,Employed
40.0,89869.75,12173.94,Yes,Bachelors,Male,761.0,Employed
45.0,73170.32,22970.1,Yes,Masters,Female,709.0,Employed
23.0,58046.85,18125.52,Yes,Masters,Male,731.0,Employed
50.0,50463.2,8350.98,Yes,Bachelors,Male,786.0,Employed
51.0,92393.02,12741.68,Yes,Masters,Female,709.0,Employed
18.0,75300.68,17438.23,Yes,Bachelors,Male,692.0,Employed
31.0,82330.02,16839.62,Yes,Bachelors,Female,740.0,Self-Employed
43.0,86292.47,17639.61,Yes,Bachelors,Male,709.0,Employed
44.0,77119.49,7569.81,Yes,Masters,Female,726.0,Employed
31.0,60562.85,16600.76,No,High School,Male,772.0,Employed
35.0,90254.05,20577.31,No,Masters,Female,662.0,Employed
32.0,66036.26,7473.81,Yes,PhD,Male,749.0,Self-Employed
39.0,71811.39,23698.03,No,Masters,Female,689.0,Employed
50.0,84347.81,16650.43,Yes,Bachelors,Female,,Employed
30.0,68820.73,15548.63,Yes,Bachelors,Female,722.0,Employed
,33643.04,10242.08,Yes,High School,Male,714.0,Self-Employed
30.0,90811.75,11815.8,No,Masters,Male,636.0,Employed
30.0,95098.58,13112.28,No,Bachelors,Female,789.0,Employed
46.0,33377.68,7870.73,Yes,Bachelors,Female,777.0,Employed
47.0,49134.18,13425.84,Yes,Bachelors,Female,713.0,Unemployed
47.0,110477.59,10539.37,No,PhD,Male,767.0,Self-Employed
25.0,74640.69,18414.79,Yes,High School,Male,700.0,Employed
,70071.03,-230.92,Yes,PhD,Male,671.0,Employed
46.0,61472.33,13764.82,No,High School,Female,723.0,Employed
38.0,49385.95,10161.55,No,Masters,Female,662.0,Employed
27.0,66111.65,15013.42,Yes,PhD,Male,750.0,Unemployed
43.0,89488.45,26769.17,No,High School,Female,685.0,Employed
31.0,69686.44,23370.8,Yes,Bachelors,Male,640.0,Employed
56.0,82205.68,12525.13,Yes,Bachelors,Male,539.0,Employed
53.0,105314.14,14072.71,Yes,High School,Male,714.0,Employed
44.0,58390.44,,Yes,Bachelors,Female,736.0,Employed
,76057.5,14245.68,Yes,Masters,Female,787.0,Employed
39.0,90087.87,18680.73,Yes,High School,Female,633.0,Employed
46.0,51341.93,8431.59,Yes,High School,Male,770.0,Employed
53.0,73561.06,22833.53,Yes,Bachelors,Female,696.0,Employed
40.0,107446.49,19572.14,Yes,Masters,Male,717.0,Employed
35.0,63194.99,19354.45,Yes,Bachelors,Male,720.0,Employed
21.0,91366.93,16912.36,Yes,Bachelors,Male,719.0,Employed
37.0,,10481.99,Yes,Masters,Female,618.0,Employed
46.0,105991.74,20060.5,Yes,PhD,Male,756.0,Employed
47.0,37090.64,13401.35,Yes,Bachelors,Female,762.0,Employed
43.0,71299.12,6557.36,Yes,Masters,Male,768.0,Employed
33.0,40422.91,15397.9,No,Bachelors,Male,744.0,Employed
18.0,55982.46,9204.88,Yes,Masters,Female,710.0,Unemployed
33.0,55863.62,11974.59,No,Masters,Male,647.0,Employed
35.0,64660.87,18533.56,Yes,High School,Female,742.0,Self-Employed
35.0,46234.17,14401.86,Yes,High School,Female,722.0,Employed
44.0,68565.21,14812.76,Yes,Bachelors,Female,720.0,Employed
58.0,79209.33,20842.0,Yes,Bachelors,Female,742.0,Self-Employed
39.0,39361.94,3719.42,Yes,Bachelors,Female,718.0,Employed
36.0,57301.35,20624.45,Yes,High School,Male,698.0,Self-Employed
35.0,120819.84,15737.44,Yes,High School,Male,661.0,Employed
39.0,76584.74,14654.26,Yes,Bachelors,Female,720.0,Self-Employed
30.0,,14811.4,Yes,Masters,Female,794.0,Employed
39.0,41990.68,18198.94,Yes,Masters,Female,665.0,Employed
43.0,1400598.056378007,,Yes,Bachelors,Female,770.0,Employed
40.0,72013.32,13817.96,No,PhD,Male,756.0,Unemployed
43.0,58251.14,14329.14,Yes,High School,Male,634.0,Self-Employed
42.0,113866.3,18044.73,Yes,Masters,Male,750.0,Employed
20.0,122374.58,4509.62,Yes,Bachelors,Male,721.0,Employed
44.0,64712.33,14506.51,Yes,PhD,Female,716.0,Employed
31.0,87459.14,17490.41,No,Masters,Female,820.0,Employed
27.0,88463.32,12533.43,Yes,Masters,Female,767.0,Employed
27.0,91117.46,11006.95,Yes,Masters,Male,674.0,Employed
42.0,57198.29,14238.32,Yes,High School,Male,752.0,Self-Employed
36.0,108788.98,12075.33,No,High School,Male,674.0,Employed
21.0,68628.06,13771.74,No,PhD,Female,676.0,Self-Employed
43.0,78439.84,12639.43,Yes,High School,Female,728.0,Employed
24.0,70040.87,22808.18,Yes,Bachelors,Female,779.0,Self-Employed
39.0,67206.28,9302.36,No,Bachelors,Male,646.0,Employed
40.0,75568.09,19173.9,Yes,Bachelors,Male,695.0,Self-Employed
47.0,46282.29,12063.86,Yes,Masters,Male,779.0,Self-Employed
56.0,30576.94,16629.08,Yes,Bachelors,Female,673.0,Employed
24.0,65732.39,,Yes,Bachelors,Female,722.0,Employed
37.0,52391.45,22652.0,Yes,Bachelors,Male,,Employed
35.0,80950.07,16964.6,Yes,PhD,Male,784.0,Employed
42.0,78675.8,13017.87,Yes,PhD,Male,736.0,Employed
40.0,70269.6,15328.87,Yes,Bachelors,Male,705.0,Self-Employed
34.0,,24592.38,No,High School,Male,678.0,Self-Employed
34.0,,15817.26,Yes,Bachelors,Female,825.0,Employed
27.0,40836.98,8460.88,Yes,Bachelors,Female,716.0,Self-Employed
48.0,65527.12,13083.55,Yes,High School,Male,709.0,Employed
43.0,93419.36,12954.74,No,Masters,Male,745.0,Employed
47.0,32314.91,18649.84,Yes,Masters,Female,756.0,Employed
,68119.27,8890.07,No,Bachelors,Female,650.0,Employed
31.0,81509.24,12461.13,Yes,Bachelors,Female,710.0,Employed
27.0,123044.85,16067.6,Yes,High School,Female,666.0,Employed
42.0,94165.15,13597.9,Yes,Masters,Female,692.0,Employed
28.0,72652.33,15454.6,No,Bachelors,Male,784.0,Employed
56.0,80415.18,15737.94,No,Bachelors,Female,778.0,Employed
25.0,32046.09,16072.45,Yes,Bachelors,Female,749.0,Employed
41.0,49005.56,10365.18,Yes,Masters,Female,650.0,Employed
54.0,83019.11,18987.92,Yes,Masters,Female,729.0,Employed
44.0,73223.35,,Yes,Bachelors,Female,691.0,Employed
40.0,75774.82,14942.04,Yes,High School,Female,770.0,Employed
28.0,70682.29,8940.59,Yes,High School,Male,692.0,Self-Employed
24.0,69898.18,15199.47,Yes,Bachelors,Male,679.0,Self-Employed
46.0,72058.61,15950.89,No,Bachelors,Female,738.0,Employed
53.0,48879.3,15181.15,Yes,PhD,Male,781.0,Employed
34.0,65421.46,11098.44,Yes,Bachelors,Male,773.0,Employed
27.0,45117.91,20639.68,Yes,Masters,Male,785.0,Self-Employed
13.0,57608.07,17917.2,Yes,Masters,Female,785.0,Employed
28.0,93918.1,14305.5,Yes,PhD,Male,802.0,Employed
37.0,66384.95,14259.65,Yes,High School,Female,729.0,Employed
54.0,81916.79,11309.27,Yes,Bachelors,Male,698.0,Self-Employed
45.0,72305.89,11885.89,Yes,Bachelors,Female,679.0,Self-Employed
41.0,62302.17,22284.27,Yes,Bachelors,Female,780.0,Self-Employed
34.0,49828.63,13208.39,Yes,High School,Male,711.0,Employed
32.0,61998.89,28819.57,No,Bachelors,Male,675.0,Employed
52.0,73663.57,9201.77,Yes,Masters,Female,746.0,Unemployed
40.0,81603.07,16843.87,Yes,Masters,Female,648.0,Employed
17.0,72446.74,16131.03,No,Bachelors,Male,666.0,Employed
31.0,82989.61,15181.27,Yes,High School,Female,731.0,Self-Employed
29.0,39596.6,7039.61,No,Masters,Male,764.0,Employed
,87333.25,8143.87,Yes,PhD,Female,703.0,Self-Employed
44.0,47434.87,15977.86,Yes,Bachelors,Female,708.0,Employed
37.0,89670.09,9879.68,Yes,Bachelors,Female,759.0,Employed
37.0,80048.12,21045.25,No,Bachelors,Female,761.0,Self-Employed
51.0,32596.21,13880.13,Yes,Masters,Male,616.0,Employed
31.0,84739.26,,No,PhD,Female,794.0,Self-Employed
57.0,89901.95,14797.74,No,High School,Female,704.0,Employed
31.0,95157.57,14659.01,Yes,Bachelors,Male,683.0,Employed
39.0,54628.03,22603.89,No,High School,Female,697.0,Employed
35.0,73588.22,20421.68,Yes,Masters,Male,652.0,Employed
39.0,83888.99,15771.6,Yes,Bachelors,Female,847.0,Employed
42.0,84726.54,18374.78,No,High School,Female,655.0,Employed
42.0,78190.42,20865.57,Yes,High School,Male,645.0,Employed
30.0,61467.28,12010.87,No,Bachelors,Male,707.0,Employed
27.0,89758.88,7225.19,Yes,Bachelors,Male,651.0,Employed
63.0,89876.4,17765.1,Yes,High School,Male,726.0,Unemployed
33.0,66914.43,21229.9,Yes,High School,Female,802.0,Employed
45.0,54328.9,6426.58,Yes,Masters,Female,728.0,Employed
22.0,55441.93,11968.42,Yes,Bachelors,Female,737.0,Unemployed
35.0,97296.35,13792.94,Yes,Bachelors,Male,705.0,Employed
37.0,89013.57,10087.57,Yes,Masters,Female,668.0,Employed
43.0,69599.2,14276.91,Yes,Bachelors,Female,705.0,Self-Employed
11.0,66016.54,9432.57,Yes,Bachelors,Female,773.0,Employed
40.0,34636.26,13404.56,Yes,Bachelors,Female,788.0,Self-Employed
27.0,68311.98,18496.84,Yes,High School,Male,722.0,Unemployed
41.0,46177.7,4652.56,Yes,Bachelors,Female,764.0,Self-Employed
28.0,73179.99,9744.5,No,Masters,Male,681.0,Self-Employed
29.0,93704.94,22003.46,Yes,Masters,Female,689.0,Unemployed
35.0,50390.97,10878.39,Yes,Bachelors,Female,640.0,Self-Employed
27.0,74771.74,2007.1,Yes,Bachelors,Male,775.0,Employed
33.0,89955.6,15855.9,Yes,Bachelors,Male,691.0,Employed
26.0,74405.91,14626.24,No,PhD,Female,654.0,Employed
20.0,59520.34,15740.67,Yes,Bachelors,Female,745.0,Employed
48.0,70207.73,15286.93,Yes,Bachelors,Female,,Employed
25.0,89144.97,21364.58,Yes,High School,Female,701.0,Unemployed
36.0,75251.56,11484.69,Yes,Masters,Male,631.0,Employed
46.0,69932.59,14530.97,Yes,Masters,Female,704.0,Employed
,93122.86,12836.56,No,High School,Female,732.0,Employed
30.0,80298.36,18381.81,Yes,Masters,Female,750.0,Employed
40.0,45941.95,18887.72,Yes,Masters,Female,759.0,Self-Employed
49.0,82628.25,16862.02,Yes,Bachelors,Female,724.0,Employed
26.0,88991.18,25769.01,No,Bachelors,Female,707.0,Employed
36.0,45253.67,17766.52,Yes,PhD,Male,754.0,Employed
21.0,24625.21,21275.0,Yes,Bachelors,Male,654.0,Unemployed
34.0,49161.35,10573.14,No,Bachelors,Female,672.0,Employed
38.0,67950.01,11508.95,No,High School,Male,684.0,Employed
29.0,1400598.056378007,24901.68,Yes,High School,Female,698.0,Employed
33.0,52180.96,8230.36,Yes,Bachelors,Female,651.0,Employed
24.0,81102.41,18839.25,Yes,PhD,Male,769.0,Employed
39.0,12152.38,21433.44,No,Bachelors,Female,659.0,Employed
49.0,73606.13,20877.74,Yes,PhD,Male,586.0,Employed
,61865.19,7023.37,Yes,Bachelors,Female,769.0,Employed
32.0,111971.98,13245.95,Yes,Masters,Female,746.0,Unemployed
43.0,32158.27,18110.97,Yes,Bachelors,Female,717.0,Employed
,69709.97,18710.07,No,High School,Female,743.0,Employed
23.0,32035.57,14954.96,Yes,Masters,Female,725.0,Employed
36.0,59005.85,11519.46,Yes,Bachelors,Female,778.0,Employed
41.0,35976.9,13632.57,Yes,Bachelors,Female,682.0,Unemployed
37.0,116015.77,11908.84,Yes,High School,Male,807.0,Employed
13.0,62889.04,8786.38,Yes,Masters,Female,767.0,Self-Employed
43.0,65779.41,13504.62,Yes,Masters,Female,690.0,Self-Employed
53.0,69145.33,24246.48,Yes,Masters,Male,682.0,Self-Employed
39.0,47354.46,13605.66,No,Masters,Female,727.0,Unemployed
28.0,91104.77,7436.08,No,High School,Female,664.0,Employed
33.0,82803.88,13206.62,Yes,High School,Male,710.0,Employed
56.0,88358.77,23640.2,Yes,High School,Female,,Employed
47.0,45640.76,7035.36,Yes,Bachelors,Female,729.0,Self-Employed
44.0,92706.3,14995.31,Yes,Masters,Male,825.0,Employed
42.0,90396.83,18688.7,Yes,Bachelors,Male,682.0,Self-Employed
31.0,65352.14,9295.22,No,Masters,Male,743.0,Employed
36.0,87900.42,15953.97,Yes,Masters,Female,693.0,Employed
37.0,75453.43,10433.68,Yes,Masters,Female,710.0,Self-Employed
43.0,38120.01,8871.22,Yes,PhD,Male,745.0,Employed
53.0,66343.88,18113.34,Yes,Masters,Female,683.0,Employed
49.0,60369.8,24115.27,Yes,Bachelors,Male,677.0,Self-Employed
24.0,71708.39,13064.83,Yes,PhD,Female,697.0,Employed
40.0,90422.53,17903.77,No,Masters,Male,693.0,Employed
45.0,37173.17,17418.71,Yes,PhD,Male,670.0,Employed
44.0,61128.44,15869.98,Yes,Bachelors,Male,792.0,Self-Employed
32.0,53563.25,11556.32,Yes,Bachelors,Female,705.0,Employed
67.0,54422.17,9933.48,No,Masters,Female,762.0,Employed
25.0,53537.82,11014.08,No,Bachelors,Male,758.0,Unemployed
27.0,71363.41,14106.27,No,Bachelors,Female,771.0,Employed
40.0,80463.51,12903.55,Yes,Masters,Female,653.0,Employed
59.0,76966.5,9254.53,Yes,Bachelors,Female,703.0,Employed
30.0,73713.36,13974.2,Yes,High School,Female,754.0,Self-Employed
35.0,82434.89,11821.47,No,High School,Male,689.0,Employed
49.0,117606.52,17784.81,Yes,Masters,Male,794.0,Employed
38.0,72717.83,13045.28,Yes,High School,Male,659.0,Employed
35.0,90422.77,19218.75,Yes,Bachelors,Female,761.0,Self-Employed
44.0,89283.67,16148.6,Yes,Masters,Female,698.0,Employed
41.0,105555.88,12516.72,Yes,High School,Female,773.0,Employed
48.0,81210.38,14182.91,Yes,Bachelors,Female,733.0,Self-Employed
51.0,53113.68,14324.45,Yes,Masters,Male,678.0,Employed
41.0,76097.64,15830.8,Yes,Bachelors,Female,761.0,Employed
41.0,75022.77,16805.1,Yes,High School,Female,634.0,Employed
40.0,86303.65,12748.65,Yes,PhD,Female,703.0,Employed
43.0,52532.07,13807.37,No,High School,Male,697.0,Employed
39.0,95326.42,15571.78,Yes,Bachelors,Male,742.0,Employed
38.0,70104.74,214.18,Yes,Bachelors,Female,586.0,Self-Employed
50.0,86787.59,17765.0,Yes,Bachelors,Male,732.0,Employed
53.0,76193.46,10231.4,No,PhD,Male,739.0,Employed
23.0,72451.82,13554.7,No,PhD,Female,680.0,Employed
38.0,74677.13,11613.19,Yes,High School,Male,705.0,Employed
31.0,83439.84,18742.47,Yes,Bachelors,Female,722.0,Self-Employed
35.0,109173.1,20123.63,Yes,Bachelors,Female,767.0,Employed
42.0,29652.45,14438.45,No,PhD,Male,612.0,Employed
45.0,80800.06,14503.12,No,Bachelors,Male,717.0,Self-Employed
37.0,70879.36,14805.47,No,Masters,Female,744.0,Self-Employed
19.0,66457.87,14921.42,Yes,Masters,Female,751.0,Employed
28.0,22734.44,20005.03,Yes,High School,Male,709.0,Self-Employed
47.0,81604.15,30052.05,No,Masters,Female,749.0,Employed
11.0,67500.59,14140.16,Yes,High School,Male,716.0,Employed
50.0,53311.43,17842.45,Yes,Bachelors,Female,776.0,Employed
43.0,70849.6,10766.27,Yes,Masters,Female,678.0,Employed
51.0,64144.2,11223.69,No,Masters,Male,687.0,Employed
36.0,35152.14,9898.77,Yes,PhD,Female,743.0,Employed
17.0,71763.69,21697.31,Yes,High School,Female,752.0,Employed
42.0,81601.47,18517.88,Yes,Bachelors,Female,745.0,Employed
51.0,59015.33,13075.58,Yes,High School,Male,699.0,Employed
47.0,75234.26,16064.66,No,Bachelors,Male,700.0,Unemployed
31.0,72162.24,18822.42,Yes,High School,Male,719.0,Unemployed
39.0,90909.84,20980.02,Yes,Bachelors,Female,665.0,Employed
33.0,67926.15,17042.52,Yes,Masters,Male,679.0,Employed
30.0,86021.84,15459.78,No,Bachelors,Male,793.0,Employed
48.0,63732.94,21594.92,Yes,Bachelors,Female,712.0,Employed
26.0,109346.44,9482.53,Yes,Masters,Male,694.0,Employed
29.0,61263.17,5390.78,No,Masters,Male,691.0,Employed
27.0,56300.02,21280.98,Yes,High School,Male,735.0,Employed
23.0,67990.16,12753.8,No,Bachelors,Female,825.0,Employed
39.0,55439.62,21684.87,Yes,Masters,Female,778.0,Employed
50.0,,24597.5,Yes,Bachelors,Male,655.0,Employed
36.0,84552.05,24269.57,Yes,Bachelors,Female,784.0,Employed
23.0,8747.03,-60.7,Yes,Bachelors,Female,678.0,Employed
46.0,55649.33,19004.96,No,Bachelors,Female,688.0,Employed
55.0,43164.72,12455.42,No,Bachelors,Female,697.0,Employed
32.0,72843.39,11737.99,No,Bachelors,Female,661.0,Employed
33.0,26217.69,16859.94,Yes,PhD,Female,784.0,Unemployed
43.0,80957.02,11866.71,Yes,Bachelors,Female,691.0,Employed
54.0,83121.8,18746.35,Yes,PhD,Female,615.0,Employed
33.0,37347.64,21606.65,Yes,Bachelors,Male,678.0,Employed
25.0,73812.05,13989.96,No,Bachelors,Female,730.0,Self-Employed
44.0,80321.19,16794.77,Yes,High School,Female,634.0,Employed
46.0,88806.01,12709.97,Yes,Bachelors,Male,733.0,Employed
38.0,40621.41,17340.01,Yes,Bachelors,Female,676.0,Self-Employed
32.0,37808.11,22086.09,No,Bachelors,Male,776.0,Employed
48.0,100052.98,17049.85,Yes,Masters,Female,743.0,Unemployed
,53562.21,14404.67,Yes,Masters,Male,724.0,Employed
30.0,59451.92,21552.43,Yes,Bachelors,Female,643.0,Employed
38.0,82661.89,12965.43,Yes,High School,Female,656.0,Employed
24.0,46615.98,13089.03,Yes,PhD,Female,691.0,Employed
45.0,64683.01,11679.18,Yes,Bachelors,Male,709.0,Unemployed
35.0,87834.89,7156.55,Yes,PhD,Female,796.0,Employed
34.0,41577.96,10699.75,Yes,High School,Female,735.0,Employed
,59999.91,15275.06,Yes,Masters,Female,701.0,Employed
38.0,47465.53,16146.01,Yes,Masters,Male,794.0,Employed
47.0,54521.29,10161.67,No,Masters,Male,715.0,Unemployed
44.0,93712.97,12448.68,Yes,High School,Female,742.0,Employed
36.0,98101.27,5537.21,No,High School,Female,798.0,Self-Employed
46.0,75156.68,25935.59,No,Masters,Male,756.0,Employed
42.0,80644.19,22333.68,Yes,High School,Female,742.0,Employed
34.0,80097.1,11421.1,No,Bachelors,Female,749.0,Unemployed
37.0,56553.28,15687.65,Yes,Bachelors,Male,717.0,Self-Employed
37.0,74763.01,10601.76,Yes,PhD,Female,722.0,Employed
43.0,44093.83,20122.05,Yes,Bachelors,Male,641.0,Employed
34.0,50828.61,18215.33,Yes,Masters,Male,685.0,Employed
34.0,68263.97,8428.79,Yes,Bachelors,Female,718.0,Employed
58.0,48780.58,10129.38,No,High School,Female,743.0,Self-Employed
47.0,44545.46,14651.96,Yes,Bachelors,Female,698.0,Employed
30.0,55762.04,21921.54,Yes,High School,Male,839.0,Employed
44.0,92926.67,13104.5,Yes,High School,Female,759.0,Self-Employed
39.0,101142.78,21537.71,Yes,High School,Female,732.0,Self-Employed
42.0,69348.8,16554.41,Yes,Masters,Male,648.0,Employed
39.0,81643.98,10837.0,No,Bachelors,Female,717.0,Employed
50.0,58730.12,12909.45,No,Bachelors,Male,746.0,Employed
41.0,28687.06,18161.9,Yes,Bachelors,Female,715.0,Employed
37.0,52129.55,19204.93,Yes,Bachelors,Female,713.0,Employed
48.0,63833.12,19658.65,Yes,Bachelors,Female,712.0,Employed
40.0,72819.39,16070.56,Yes,Masters,Female,685.0,Self-Employed
39.0,67980.48,17228.9,Yes,Masters,Male,657.0,Employed
41.0,64367.09,26282.88,Yes,Bachelors,Female,829.0,Employed
37.0,58507.34,27035.28,Yes,Bachelors,Female,670.0,Unemployed
38.0,76877.25,15236.87,Yes,Bachelors,Male,697.0,Employed
32.0,42722.16,6159.78,No,PhD,Female,733.0,Unemployed
30.0,86041.25,15646.6,No,Bachelors,Female,617.0,Employed
,58272.98,15579.68,Yes,Bachelors,Male,798.0,Employed
24.0,111341.97,8687.76,No,Masters,Female,,Unemployed
29.0,63693.69,15623.02,Yes,PhD,Male,645.0,Employed
36.0,60396.49,9775.88,Yes,PhD,Female,704.0,Employed
,,,Yes,Bachelors,Male,768.0,Employed
35.0,60595.95,17974.85,Yes,Masters,Female,719.0,Employed
14.0,82144.56,17634.63,Yes,Bachelors,Male,770.0,Employed
54.0,69154.48,19946.06,No,Bachelors,Male,796.0,Employed
49.0,89741.63,17346.76,No,High School,Male,679.0,Employed
42.0,79288.43,18943.17,Yes,Bachelors,Female,743.0,Employed
57.0,70629.85,21459.66,Yes,Bachelors,Female,660.0,Unemployed
28.0,77459.09,12790.36,No,Bachelors,Female,697.0,Employed
57.0,93926.94,14280.51,No,Bachelors,Male,723.0,Employed
28.0,83133.92,13223.4,No,Masters,Male,727.0,Self-Employed
40.0,75611.14,11273.57,No,PhD,Female,678.0,Employed
25.0,78454.85,13508.48,Yes,Bachelors,Female,750.0,Employed
38.0,46946.3,19174.74,Yes,Bachelors,Female,,Employed
,121433.92,18635.76,Yes,Bachelors,Female,676.0,Employed
36.0,80562.51,6528.74,Yes,Bachelors,Male,774.0,Employed
45.0,82558.29,23577.3,No,Bachelors,Male,680.0,Self-Employed
39.0,69426.15,19235.35,Yes,PhD,Male,734.0,Self-Employed
33.0,24048.64,16138.11,Yes,Bachelors,Female,802.0,Unemployed
32.0,64693.13,8094.04,Yes,High School,Male,719.0,Self-Employed
46.0,71518.94,9073.35,No,Bachelors,Male,787.0,Employed
31.0,53543.24,22515.09,Yes,Bachelors,Female,652.0,Self-Employed
47.0,53368.94,20022.46,Yes,Bachelors,Male,691.0,Employed
50.0,63214.96,20643.23,Yes,Bachelors,Female,731.0,Employed
21.0,85430.58,14336.88,No,Masters,Female,668.0,Employed
49.0,95115.09,21533.04,Yes,Bachelors,Female,697.0,Employed
59.0,73419.26,8151.96,Yes,Bachelors,Male,727.0,Employed
41.0,58652.43,8833.02,No,Bachelors,Female,728.0,Self-Employed
44.0,62752.31,20043.34,Yes,Masters,Male,704.0,Employed
48.0,71990.68,10411.93,Yes,Bachelors,Female,628.0,Self-Employed
35.0,74360.6,14800.6,Yes,Bachelors,Male,688.0,Employed
40.0,78699.18,6125.24,Yes,High School,Male,650.0,Employed
25.0,61212.8,778.2,Yes,Masters,Female,716.0,Employed
39.0,80585.82,9892.06,Yes,Bachelors,Female,718.0,Employed
43.0,79004.74,13105.88,No,High School,Male,714.0,Employed
43.0,62098.14,10375.72,No,Bachelors,Male,673.0,Employed
49.0,35610.18,18102.32,Yes,Bachelors,Female,636.0,Employed
30.0,52301.27,20054.48,Yes,High School,Female,791.0,Employed
33.0,101351.91,18050.44,Yes,Masters,Male,721.0,Employed
57.0,36128.57,9217.28,Yes,Bachelors,Male,704.0,Unemployed
36.0,96350.44,,Yes,High School,Female,717.0,Employed
40.0,35428.38,8858.84,Yes,Bachelors,Female,653.0,Employed
37.0,54537.0,24316.42,Yes,Bachelors,Female,784.0,Self-Employed
30.0,62505.62,15244.03,Yes,Bachelors,Female,684.0,Self-Employed
54.0,105646.06,10720.65,Yes,Bachelors,Female,714.0,Employed
33.0,70522.62,15264.44,Yes,Bachelors,Male,744.0,Employed
27.0,65719.9,15841.05,Yes,Bachelors,Female,756.0,Unemployed
33.0,51293.08,18537.61,No,Bachelors,Female,719.0,Self-Employed
,80439.22,5559.82,No,Bachelors,Female,668.0,Unemployed
31.0,59745.63,11519.19,Yes,Masters,Male,750.0,Employed
28.0,65419.92,17407.92,No,Masters,Male,763.0,Employed
44.0,62832.91,18893.97,Yes,Bachelors,Female,,Unemployed
31.0,84397.24,31352.46,Yes,Bachelors,Male,747.0,Self-Employed
47.0,85235.75,21891.76,Yes,Masters,Male,825.0,Employed
52.0,52192.23,11556.66,No,High School,Male,727.0,Self-Employed
46.0,57454.84,23871.27,No,High School,Female,730.0,Unemployed
,55482.43,17899.64,No,Bachelors,Female,781.0,Employed
39.0,73667.04,21832.47,No,PhD,Female,801.0,Employed
23.0,88133.9,17333.78,Yes,Bachelors,Female,789.0,Employed
37.0,73933.31,22185.39,Yes,High School,Female,716.0,Employed
29.0,26187.05,20414.31,Yes,PhD,Male,758.0,Employed
45.0,85195.06,17761.47,Yes,High School,Male,773.0,Employed
64.0,43020.18,12808.33,No,Bachelors,Male,723.0,Unemployed
43.0,55695.19,12792.28,No,Bachelors,Male,678.0,Employed
18.0,73968.63,10250.2,No,Masters,Male,670.0,Employed
34.0,68322.28,14628.06,Yes,Bachelors,Female,739.0,Employed
39.0,87454.7,20536.12,Yes,High School,Male,764.0,Unemployed
39.0,57784.95,17905.17,Yes,Bachelors,Male,697.0,Employed
31.0,50667.72,11124.54,Yes,Masters,Male,682.0,Employed
40.0,63767.15,19840.6,Yes,High School,Male,694.0,Employed
26.0,89540.39,9119.8,Yes,High School,Male,727.0,Self-Employed
29.0,82593.46,16662.15,Yes,PhD,Male,759.0,Employed
44.0,71742.96,21974.19,Yes,Bachelors,Male,739.0,Self-Employed
28.0,96519.26,9119.57,Yes,Bachelors,Male,720.0,Employed
43.0,92897.12,15852.58,Yes,Bachelors,Male,789.0,Employed
24.0,85769.64,11506.86,Yes,Masters,Female,856.0,Employed
56.0,46440.32,23141.86,Yes,High School,Male,721.0,Employed
30.0,85664.78,26248.18,No,Bachelors,Female,800.0,Employed
36.0,65952.84,17776.47,Yes,Masters,Female,686.0,Employed
41.0,62101.12,19391.08,Yes,Bachelors,Male,,Employed
,56348.97,21831.74,Yes,Bachelors,Male,679.0,Employed
39.0,66565.67,18824.62,Yes,Masters,Male,702.0,Employed
44.0,57484.92,10883.12,Yes,Masters,Female,718.0,Employed
48.0,73395.09,12775.86,No,Bachelors,Male,624.0,Unemployed
46.0,66541.14,12740.14,Yes,Bachelors,Female,629.0,Employed
36.0,74410.77,6335.5,No,Bachelors,Male,677.0,Employed
37.0,81065.43,19889.33,Yes,PhD,Male,786.0,Employed
61.0,64112.7,8741.34,No,PhD,Female,708.0,Employed
47.0,55254.14,19143.03,Yes,High School,Male,766.0,Unemployed
29.0,29871.95,11365.65,Yes,Masters,Male,638.0,Unemployed
39.0,85413.07,13888.54,No,Bachelors,Female,738.0,Employed
35.0,71575.31,17790.52,Yes,High School,Female,742.0,Employed
37.0,66476.47,22637.74,Yes,High School,Male,672.0,Employed
26.0,93438.33,19347.31,Yes,High School,Female,813.0,Employed
34.0,44229.58,14410.52,Yes,PhD,Male,657.0,Employed
56.0,71124.8,14829.0,No,Bachelors,Female,708.0,Unemployed
44.0,50718.83,9114.67,No,PhD,Female,843.0,Unemployed
13.0,83120.12,18183.64,Yes,High School,Female,672.0,Employed
50.0,25477.17,14589.75,Yes,Bachelors,Female,689.0,Employed
49.0,86080.31,10347.97,Yes,High School,Female,,Unemployed
34.0,85253.2,18891.16,Yes,Masters,Female,654.0,Self-Employed
45.0,,22096.28,Yes,High School,Female,746.0,Employed
29.0,71326.79,14108.3,Yes,Bachelors,Female,631.0,Employed
33.0,51969.53,12187.61,Yes,Bachelors,Male,720.0,Employed
53.0,78551.93,12108.99,Yes,Bachelors,Female,792.0,Employed
35.0,86404.58,17008.24,No,Masters,Male,752.0,Employed
19.0,49900.41,9038.09,Yes,Masters,Female,718.0,Self-Employed
37.0,44065.03,15377.62,Yes,Bachelors,Female,704.0,Employed
37.0,91928.74,12969.93,Yes,Bachelors,Female,716.0,Employed
50.0,108823.41,17527.29,Yes,Masters,Female,706.0,Employed
38.0,79888.94,17909.24,No,Bachelors,Male,740.0,Employed
34.0,81368.83,9386.5,Yes,Bachelors,Male,752.0,Employed
48.0,63359.19,18338.62,Yes,Bachelors,Male,727.0,Employed
39.0,73600.56,17288.85,Yes,Masters,Female,755.0,Employed
30.0,77014.43,14047.04,Yes,Bachelors,Female,746.0,Self-Employed
50.0,66348.54,12847.49,No,High School,Female,658.0,Employed
40.0,96997.21,12876.26,No,PhD,Male,603.0,Employed
38.0,73534.9,14144.21,No,Masters,Female,,Employed
40.0,76112.0,10343.42,No,Masters,Female,697.0,Employed
27.0,66760.74,11578.26,No,Bachelors,Male,730.0,Employed
33.0,,16021.69,Yes,Masters,Male,804.0,Employed
38.0,94374.21,12142.2,Yes,Masters,Male,707.0,Employed
36.0,72918.12,19390.87,Yes,Bachelors,Female,736.0,Employed
51.0,73385.9,14343.55,No,High School,Male,678.0,Self-Employed
40.0,73644.04,12625.56,Yes,Masters,Male,745.0,Unemployed
47.0,62709.75,16657.57,Yes,Masters,Female,681.0,Employed
38.0,41841.2,12970.35,No,Bachelors,Male,770.0,Self-Employed
49.0,,11101.43,No,Masters,Male,726.0,Self-Employed
42.0,91365.88,13310.29,Yes,Masters,Female,713.0,Self-Employed
38.0,94980.87,4788.02,Yes,High School,Female,638.0,Employed
38.0,48549.62,5145.95,No,Masters,Female,651.0,Employed
28.0,98898.41,10398.42,Yes,High School,Male,749.0,Employed
43.0,109337.42,9031.62,Yes,High School,Male,778.0,Self-Employed
38.0,90896.45,18250.48,Yes,Masters,Male,732.0,Self-Employed
33.0,102956.45,21299.22,Yes,Bachelors,Male,709.0,Employed
49.0,85956.97,16623.97,No,Bachelors,Male,722.0,Employed
25.0,53067.85,5516.48,Yes,High School,Male,713.0,Employed
34.0,80152.64,7951.15,No,Masters,Female,,Employed
48.0,49593.15,16750.82,No,Bachelors,Female,652.0,Employed
41.0,58052.52,14141.57,No,Masters,Female,653.0,Self-Employed
38.0,76325.61,5717.08,Yes,Masters,Female,686.0,Employed
41.0,73640.37,10713.37,Yes,Bachelors,Female,725.0,Unemployed
40.0,79261.51,9625.97,Yes,Bachelors,Female,654.0,Employed
23.0,34158.22,22285.1,Yes,PhD,Female,716.0,Employed
35.0,66915.24,18526.39,No,High School,Female,682.0,Employed
54.0,80979.97,13562.56,Yes,Bachelors,Female,636.0,Employed
31.0,84967.47,16143.71,No,Masters,Female,688.0,Employed
35.0,86275.46,15728.97,Yes,Bachelors,Male,732.0,Employed
33.0,75025.17,15395.92,Yes,Masters,Male,688.0,Employed
37.0,62415.52,24133.2,Yes,Bachelors,Female,794.0,Self-Employed
32.0,80029.42,22043.9,Yes,Bachelors,Male,751.0,Employed
43.0,64005.74,22624.51,Yes,Masters,Female,773.0,Employed
40.0,88021.13,16653.94,No,Masters,Female,875.0,Employed
46.0,78546.16,13310.93,Yes,High School,Female,691.0,Employed
27.0,68765.56,8796.68,Yes,Bachelors,Male,648.0,Employed
35.0,54620.1,10023.46,No,Masters,Female,681.0,Employed
36.0,92389.51,20070.51,Yes,Bachelors,Female,723.0,Unemployed
43.0,81180.99,8628.69,No,High School,Female,740.0,Employed
30.0,112059.39,14102.48,Yes,Masters,Female,729.0,Employed
47.0,80524.39,8074.0,No,Bachelors,Female,698.0,Employed
50.0,82198.34,14513.36,Yes,Bachelors,Female,741.0,Self-Employed
28.0,40694.62,9693.15,Yes,Bachelors,Male,777.0,Employed
33.0,76209.69,18319.94,Yes,Bachelors,Male,682.0,Self-Employed
33.0,63669.43,13780.29,Yes,Masters,Male,673.0,Employed
64.0,86528.65,10955.2,No,Masters,Male,818.0,Employed
34.0,76693.69,10218.35,Yes,Bachelors,Male,664.0,Employed
55.0,89705.46,15669.01,Yes,PhD,Female,762.0,Employed
25.0,112651.9,15253.56,Yes,Bachelors,Female,710.0,Employed
,54032.75,12238.75,Yes,PhD,Female,794.0,Employed
31.0,88934.13,13409.16,No,High School,Male,706.0,Employed
30.0,83671.86,12535.77,Yes,High School,Male,740.0,Employed
,109585.9,4105.55,Yes,Bachelors,Male,654.0,Self-Employed
31.0,84107.69,14805.19,Yes,Bachelors,Male,686.0,Employed
30.0,82028.21,7220.96,No,Bachelors,Female,732.0,Self-Employed
50.0,87029.06,10563.02,No,Bachelors,Male,687.0,Employed
50.0,88425.32,16604.25,Yes,Masters,Male,656.0,Employed
47.0,99087.4,13802.0,No,Masters,Female,826.0,Employed
43.0,53612.43,22640.13,Yes,Bachelors,Male,719.0,Employed
39.0,62153.22,11013.57,Yes,PhD,Female,777.0,Employed
33.0,104705.72,12944.05,Yes,Bachelors,Male,815.0,Employed
28.0,30825.7,15811.27,Yes,PhD,Male,694.0,Employed
42.0,68305.42,14814.21,Yes,High School,Male,716.0,Employed
26.0,72991.2,20238.27,Yes,High School,Male,724.0,Self-Employed
28.0,66461.76,18200.57,Yes,High School,Female,744.0,Employed
50.0,101618.96,21940.97,No,Bachelors,Male,776.0,Employed
57.0,79518.76,6921.32,No,Masters,Male,769.0,Employed
42.0,62253.72,18931.34,Yes,PhD,Male,756.0,Employed
49.0,,10093.23,No,Masters,Male,704.0,Self-Employed
36.0,75636.51,17223.01,Yes,Bachelors,Male,720.0,Employed
25.0,93319.08,13780.95,Yes,Masters,Female,657.0,Employed
44.0,72768.16,11556.49,No,Bachelors,Female,756.0,Employed
44.0,67311.59,20869.89,No,Bachelors,Female,836.0,Employed
39.0,56094.33,6612.87,Yes,PhD,Male,733.0,Employed
36.0,77480.78,24064.47,No,Bachelors,Female,790.0,Self-Employed
48.0,76371.41,18155.82,Yes,PhD,Male,762.0,Employed
28.0,55515.63,15845.48,Yes,Bachelors,Female,693.0,Employed
30.0,90528.32,14257.04,No,Bachelors,Male,676.0,Employed
28.0,104120.87,13146.99,Yes,PhD,Male,663.0,Employed
39.0,70979.96,17342.49,Yes,Bachelors,Male,726.0,Employed
27.0,76042.75,,Yes,High School,Male,748.0,Self-Employed
31.0,47901.31,-365.89,Yes,Masters,Male,750.0,Unemployed
31.0,84743.79,15428.51,No,PhD,Male,663.0,Self-Employed
35.0,79283.48,11270.52,No,Masters,Female,782.0,Employed
23.0,63477.91,,Yes,Bachelors,Female,692.0,Self-Employed
39.0,55130.15,7121.95,Yes,High School,Male,726.0,Employed
50.0,106951.4,21021.13,No,Bachelors,Female,688.0,Self-Employed
39.0,77655.4,24103.07,No,Bachelors,Male,661.0,Self-Employed
53.0,51646.57,14741.37,Yes,High School,Male,657.0,Employed
51.0,87110.89,14221.72,Yes,Bachelors,Male,756.0,Self-Employed
46.0,74593.15,17115.72,Yes,Bachelors,Male,719.0,Employed
39.0,71177.85,16816.95,No,High School,Male,665.0,Employed
38.0,89571.15,12398.93,No,Masters,Male,689.0,Employed
46.0,17744.74,21064.83,Yes,High School,Female,791.0,Employed
34.0,33859.21,20661.78,No,Bachelors,Female,764.0,Employed
19.0,97584.37,18714.54,Yes,Masters,Male,751.0,Employed
43.0,67421.56,23890.59,No,Masters,Male,826.0,Employed
,61464.55,18871.43,Yes,Masters,Female,795.0,Employed
28.0,43244.86,11718.98,Yes,Masters,Female,722.0,Unemployed
38.0,73876.99,15395.34,Yes,Bachelors,Female,693.0,Employed
37.0,76345.12,19699.67,Yes,Bachelors,Female,849.0,Employed
24.0,98816.29,9742.28,Yes,High School,Male,780.0,Employed
40.0,77448.9,13636.07,No,High School,Male,693.0,Self-Employed
48.0,63943.84,7084.11,Yes,High School,Female,653.0,Employed
27.0,78113.54,25057.69,Yes,Masters,Female,608.0,Employed
51.0,92189.77,17036.17,No,Bachelors,Female,656.0,Self-Employed
22.0,87824.39,17981.72,No,High School,Female,696.0,Unemployed
59.0,82428.7,7457.45,Yes,Masters,Male,787.0,Employed
34.0,75491.64,20560.04,Yes,Bachelors,Female,769.0,Employed
39.0,58373.46,16555.24,Yes,Bachelors,Male,733.0,Self-Employed
19.0,49344.02,6008.02,Yes,Masters,Female,751.0,Employed
37.0,46179.88,17283.84,Yes,Bachelors,Male,681.0,Employed
40.0,77879.33,10110.87,No,Bachelors,Male,,Employed
37.0,79965.6,15282.64,Yes,High School,Female,708.0,Employed
32.0,,18763.83,Yes,High School,Male,769.0,Employed
29.0,81234.64,15974.57,Yes,Masters,Male,722.0,Unemployed
49.0,91017.43,5779.34,No,PhD,Male,755.0,Employed
38.0,67389.07,16322.56,Yes,High School,Female,722.0,Self-Employed
53.0,85416.85,19261.18,Yes,Bachelors,Male,655.0,Unemployed
33.0,49970.59,13998.23,Yes,Bachelors,Male,734.0,Employed
34.0,68796.28,17578.78,Yes,PhD,Male,701.0,Employed
46.0,33370.29,17662.92,Yes,Masters,Male,774.0,Employed
22.0,70631.69,4893.86,No,High School,Female,641.0,Self-Employed
26.0,94495.73,21251.75,No,PhD,Female,797.0,Employed
49.0,71404.21,12201.81,Yes,Masters,Female,658.0,Unemployed
26.0,84436.5,11377.58,Yes,High School,Female,706.0,Self-Employed
20.0,75463.7,11525.33,No,Bachelors,Male,646.0,Employed
57.0,58591.48,21152.31,Yes,High School,Male,771.0,Employed
24.0,66267.04,22368.46,Yes,High School,Female,664.0,Employed
40.0,93593.69,17361.94,No,Bachelors,Male,693.0,Employed
39.0,84333.48,12594.65,Yes,High School,Female,772.0,Employed
10.0,57648.08,29545.6,Yes,Bachelors,Female,695.0,Employed
35.0,42250.57,14910.36,No,Bachelors,Female,716.0,Employed
42.0,74136.93,11737.1,No,Masters,Male,749.0,Employed
42.0,58362.4,20123.35,No,Masters,Female,738.0,Employed
47.0,66451.3,14394.46,Yes,Masters,Male,731.0,Self-Employed
34.0,40911.55,25452.52,Yes,High School,Female,691.0,Employed
45.0,90815.06,10768.31,No,High School,Female,700.0,Self-Employed
31.0,68060.44,14096.08,Yes,Masters,Male,742.0,Employed
24.0,71093.2,22664.04,Yes,Bachelors,Female,706.0,Employed
25.0,53341.4,17440.68,Yes,High School,Male,733.0,Self-Employed
23.0,64452.31,13518.42,Yes,High School,Female,624.0,Employed
48.0,72449.2,10387.15,No,Masters,Male,719.0,Self-Employed
23.0,57734.86,9320.21,No,Masters,Female,747.0,Employed
41.0,65682.76,8526.34,Yes,High School,Male,753.0,Employed
35.0,97725.83,19858.98,No,PhD,Female,710.0,Unemployed
37.0,34999.16,18928.11,Yes,Bachelors,Male,736.0,Employed
52.0,73691.23,17605.36,Yes,High School,Female,690.0,Employed
34.0,54290.68,9474.88,No,High School,Female,791.0,Employed
44.0,96729.8,13544.69,Yes,Bachelors,Male,703.0,Employed
38.0,66385.45,16630.64,Yes,Bachelors,Female,784.0,Employed
36.0,49056.91,21303.46,Yes,Masters,Female,714.0,Employed
61.0,65687.8,16805.08,Yes,Masters,Male,662.0,Employed
24.0,76992.69,15659.55,Yes,Bachelors,Male,708.0,Unemployed
51.0,125512.45,10358.61,Yes,Bachelors,Female,670.0,Employed
45.0,27803.8,19508.38,No,Masters,Male,706.0,Employed
33.0,46017.68,13608.33,Yes,Bachelors,Female,669.0,Employed
54.0,96104.38,7951.28,Yes,High School,Male,709.0,Employed
20.0,39820.81,10577.26,Yes,High School,Female,769.0,Employed
33.0,70192.64,18417.73,No,Bachelors,Female,792.0,Employed
26.0,60332.7,18580.26,Yes,High School,Female,689.0,Employed
42.0,57191.52,1594.77,Yes,Bachelors,Female,756.0,Employed
27.0,66556.15,14542.32,Yes,Bachelors,Female,796.0,Employed
42.0,,8537.15,Yes,High School,Female,662.0,Employed
36.0,91141.23,16978.87,Yes,Bachelors,Male,634.0,Employed
33.0,96565.89,17942.4,Yes,Masters,Male,651.0,Unemployed
42.0,78526.08,9630.01,Yes,Bachelors,Male,718.0,Employed
35.0,65278.55,15049.41,Yes,Bachelors,Male,611.0,Self-Employed
27.0,75169.4,19180.49,Yes,Bachelors,Male,777.0,Self-Employed
66.0,86100.51,20118.24,No,Bachelors,Male,608.0,Employed
33.0,,10773.19,Yes,Bachelors,Female,720.0,Employed
16.0,77400.94,20394.83,No,Bachelors,Female,736.0,Employed
30.0,100553.23,16289.62,No,High School,Female,755.0,Employed
25.0,57669.76,12532.62,Yes,Masters,Male,776.0,Employed
46.0,92799.13,14547.22,Yes,Bachelors,Male,802.0,Employed
41.0,84087.2,19001.08,No,Bachelors,Male,740.0,Employed
42.0,57799.99,18915.48,No,Bachelors,Male,690.0,Employed
34.0,74653.72,19537.66,Yes,Bachelors,Male,729.0,Self-Employed
35.0,76028.59,11637.39,Yes,Bachelors,Male,740.0,Self-Employed
34.0,67159.35,16121.15,Yes,Bachelors,Male,732.0,Employed
37.0,66941.29,13800.87,Yes,Bachelors,Male,696.0,Employed
46.0,39503.45,16060.12,No,Masters,Male,780.0,Unemployed
41.0,56214.66,12465.16,No,Bachelors,Female,701.0,Employed
43.0,65232.56,,Yes,High School,Female,714.0,Employed
43.0,58548.63,14909.51,Yes,High School,Female,678.0,Employed
47.0,1400598.056378007,14304.84,No,Bachelors,Female,766.0,Employed
41.0,91221.83,17221.0,No,Masters,Female,,Employed
42.0,67921.5,20545.14,Yes,PhD,Female,780.0,Employed
50.0,113334.83,15225.89,Yes,Bachelors,Male,666.0,Employed
31.0,74454.95,13438.43,No,High School,Female,680.0,Employed
29.0,90803.1,19450.84,Yes,Masters,Female,642.0,Self-Employed
26.0,65837.56,23707.98,No,Bachelors,Female,735.0,Employed
40.0,56766.5,22104.14,Yes,Bachelors,Female,744.0,Self-Employed
19.0,75256.98,10080.04,Yes,Bachelors,Male,686.0,Employed
,95910.32,18864.54,Yes,Bachelors,Female,692.0,Employed
37.0,68218.55,14649.46,Yes,Masters,Female,625.0,Self-Employed
49.0,78935.56,21368.78,Yes,High School,Male,714.0,Self-Employed
31.0,75151.21,24166.83,No,Bachelors,Male,685.0,Self-Employed
36.0,68039.98,3132.45,Yes,Bachelors,Male,686.0,Employed
49.0,69063.51,15067.68,Yes,Bachelors,Male,834.0,Self-Employed
52.0,50030.51,12717.11,Yes,Bachelors,Male,753.0,Employed
31.0,69778.23,11446.01,No,Bachelors,Female,719.0,Self-Employed
40.0,83065.88,10384.68,Yes,Bachelors,Female,731.0,Employed
41.0,75914.24,12765.6,Yes,Masters,Male,695.0,Employed
42.0,73683.61,13552.81,Yes,Bachelors,Female,768.0,Employed
35.0,84500.23,,Yes,Bachelors,Male,706.0,Employed
51.0,73898.7,4889.85,Yes,Bachelors,Female,666.0,Self-Employed
19.0,70278.32,15640.22,Yes,Masters,Female,802.0,Employed
34.0,84703.21,20276.68,Yes,Bachelors,Male,681.0,Self-Employed
42.0,72731.99,12210.83,No,Masters,Female,823.0,Employed
43.0,65268.09,6791.12,Yes,Bachelors,Male,765.0,Unemployed
52.0,79365.41,15476.58,Yes,Masters,Male,754.0,Employed
50.0,69295.63,20303.51,Yes,Bachelors,Female,672.0,Employed
35.0,64369.73,15784.95,Yes,Bachelors,Female,794.0,Employed
51.0,73108.44,11364.55,No,Masters,Female,840.0,Unemployed
31.0,73341.82,9753.85,Yes,Bachelors,Female,669.0,Employed
47.0,47927.51,18530.01,Yes,High School,Female,716.0,Employed
56.0,76664.61,13840.17,No,PhD,Male,675.0,Employed
50.0,106930.26,12404.43,Yes,Bachelors,Female,703.0,Employed
39.0,50407.78,11963.88,Yes,Masters,Female,711.0,Employed
35.0,59948.49,16099.79,Yes,Masters,Male,785.0,Employed
23.0,125600.52,15584.7,No,High School,Male,649.0,Employed
41.0,53557.35,15271.55,Yes,Bachelors,Female,756.0,Employed
27.0,95727.8,10175.77,Yes,Bachelors,Female,758.0,Self-Employed
30.0,65425.88,9873.25,Yes,High School,Male,674.0,Employed
26.0,71202.8,11746.55,Yes,Bachelors,Female,721.0,Employed
33.0,,16450.56,No,Bachelors,Male,691.0,Employed
38.0,,17747.59,Yes,Bachelors,Female,726.0,Self-Employed
41.0,38404.94,,No,Bachelors,Female,812.0,Employed
32.0,73725.21,10816.59,No,Bachelors,Female,676.0,Employed
49.0,61932.76,18627.77,Yes,Bachelors,Female,735.0,Self-Employed
36.0,32738.52,6401.18,Yes,High School,Female,674.0,Employed
30.0,92417.78,16750.85,Yes,Bachelors,Female,756.0,Employed
40.0,27849.94,7437.95,Yes,Masters,Male,736.0,Unemployed
58.0,112968.92,8872.83,Yes,High School,Female,750.0,Employed
41.0,82339.06,18764.92,Yes,PhD,Female,,Self-Employed
34.0,42780.08,15764.39,Yes,High School,Male,663.0,Employed
23.0,96761.87,13414.99,Yes,Masters,Female,641.0,Employed
36.0,54992.41,8030.01,Yes,Bachelors,Male,720.0,Employed
,55903.52,16845.54,Yes,High School,Male,747.0,Self-Employed
34.0,33980.59,15432.78,Yes,Masters,Male,740.0,Unemployed
21.0,52720.74,18617.07,Yes,Masters,Female,757.0,Self-Employed
29.0,55076.62,6316.84,No,Masters,Female,693.0,Self-Employed
53.0,86362.92,18100.59,Yes,Bachelors,Male,715.0,Employed
52.0,93343.88,12288.89,No,Bachelors,Male,603.0,Employed
29.0,45184.22,16455.58,Yes,Bachelors,Male,,Employed
45.0,75410.8,14686.42,Yes,PhD,Male,,Unemployed
26.0,33194.91,10743.7,Yes,Bachelors,Female,729.0,Employed
52.0,75486.9,12940.49,Yes,High School,Male,820.0,Self-Employed
40.0,113241.6,10614.71,Yes,Masters,Female,742.0,Employed
47.0,34403.75,12373.83,No,Bachelors,Female,770.0,Employed
21.0,49706.67,10454.57,Yes,Bachelors,Female,756.0,Unemployed
45.0,84545.5,17007.86,Yes,PhD,Male,1100.0,Unemployed
38.0,86903.89,10700.61,Yes,Bachelors,Female,736.0,Employed
47.0,51177.67,17788.85,No,Masters,Female,763.0,Employed
47.0,,31328.79,Yes,PhD,Male,695.0,Self-Employed
39.0,53688.43,13715.49,Yes,Bachelors,Female,787.0,Self-Employed
32.0,103469.35,7089.86,No,High School,Male,798.0,Employed
46.0,79373.03,25520.17,No,Bachelors,Male,740.0,Employed
,95424.3,16745.01,Yes,High School,Female,702.0,Self-Employed
29.0,77416.56,14349.21,Yes,Bachelors,Male,660.0,Employed
29.0,83139.28,13127.58,No,Bachelors,Female,1100.0,Self-Employed
23.0,84202.65,,No,Masters,Female,719.0,Employed
33.0,92895.73,13307.17,No,Masters,Female,688.0,Employed
49.0,69343.44,11100.5,Yes,Bachelors,Male,671.0,Employed
40.0,52001.92,11146.6,Yes,Bachelors,Female,667.0,Employed
33.0,68421.22,17929.45,Yes,Bachelors,Female,723.0,Self-Employed
,56650.24,19856.41,No,Bachelors,Female,744.0,Employed
30.0,57958.56,13871.25,Yes,Masters,Female,746.0,Employed
39.0,103095.54,17510.07,No,Masters,Female,880.0,Employed
36.0,82454.56,25477.97,Yes,Bachelors,Male,756.0,Employed
46.0,81534.75,10796.69,Yes,Bachelors,Male,776.0,Unemployed
22.0,91452.87,6830.84,No,High School,Female,720.0,Self-Employed
29.0,82350.21,19163.96,No,PhD,Female,650.0,Employed
22.0,107341.55,11331.12,Yes,Bachelors,Female,699.0,Self-Employed
35.0,28107.11,12363.07,Yes,PhD,Male,810.0,Employed
50.0,50048.15,15615.21,No,High School,Female,679.0,Unemployed
33.0,55986.56,21195.66,Yes,High School,Male,724.0,Employed
33.0,42485.67,15655.16,No,Masters,Female,722.0,Employed
47.0,72258.46,4402.49,Yes,Masters,Female,797.0,Employed
49.0,,16791.17,No,High School,Female,747.0,Unemployed
37.0,109506.72,16157.76,No,Bachelors,Male,751.0,Unemployed
45.0,88075.78,10698.83,Yes,Bachelors,Male,713.0,Employed
27.0,59849.47,6488.68,Yes,Masters,Male,608.0,Employed
,79887.19,13088.85,No,Masters,Female,700.0,Employed
59.0,33460.4,3484.61,Yes,Masters,Female,719.0,Employed
43.0,72845.1,6066.27,No,PhD,Male,729.0,Employed
17.0,71775.75,8245.02,Yes,Bachelors,Male,686.0,Employed
32.0,51958.05,8736.96,Yes,High School,Male,650.0,Self-Employed
44.0,65976.05,19395.83,Yes,Bachelors,Female,758.0,Employed
34.0,56149.25,14245.94,No,Bachelors,Male,704.0,Employed
51.0,51349.09,16742.73,Yes,Masters,Male,720.0,Self-Employed
44.0,83489.98,16040.47,No,Bachelors,Female,633.0,Self-Employed
31.0,90678.22,7306.61,No,PhD,Male,708.0,Employed
38.0,80199.91,,Yes,Masters,Female,756.0,Unemployed
29.0,61237.91,13858.85,No,Bachelors,Male,736.0,Employed
36.0,56748.93,14335.08,Yes,PhD,Female,699.0,Self-Employed
32.0,61860.0,17395.09,Yes,Masters,Female,693.0,Employed
50.0,65599.84,19625.38,Yes,High School,Female,711.0,Employed
59.0,52558.19,16849.11,Yes,Bachelors,Female,738.0,Self-Employed
24.0,91076.48,23808.33,Yes,Bachelors,Female,738.0,Employed
19.0,65954.53,17192.6,No,Bachelors,Female,748.0,Employed
36.0,85297.62,12327.78,Yes,Bachelors,Female,761.0,Unemployed
23.0,42001.58,21420.39,Yes,High School,Male,726.0,Employed
38.0,56233.19,8902.18,Yes,Bachelors,Female,806.0,Employed
45.0,87187.87,17670.56,Yes,Masters,Male,753.0,Employed
53.0,87470.92,14249.28,Yes,High School,Female,683.0,Unemployed
40.0,45949.4,10709.17,Yes,Bachelors,Female,737.0,Employed
36.0,76061.38,16046.45,No,High School,Male,747.0,Employed
18.0,76586.29,13572.6,No,Bachelors,Male,758.0,Employed
38.0,55835.73,5771.27,Yes,Bachelors,Male,699.0,Employed
39.0,77139.96,15920.99,No,PhD,Male,622.0,Employed
44.0,38390.97,9839.06,Yes,High School,Male,792.0,Self-Employed
31.0,51462.16,15612.42,No,High School,Male,715.0,Employed
34.0,81979.16,14364.22,No,Masters,Male,615.0,Employed
23.0,70590.01,17152.64,Yes,Bachelors,Female,706.0,Employed
15.0,71628.41,3637.89,Yes,High School,Male,757.0,Unemployed
27.0,66498.35,10045.51,Yes,Bachelors,Male,666.0,Employed
22.0,80738.05,15537.23,Yes,Bachelors,Female,666.0,Employed
41.0,81701.94,29414.99,No,High School,Female,708.0,Self-Employed
33.0,85829.96,15694.11,Yes,Bachelors,Female,725.0,Employed
33.0,72513.38,12799.83,Yes,Masters,Female,691.0,Employed
,62231.76,,Yes,Bachelors,Female,702.0,Employed
6.0,58859.67,12054.64,Yes,High School,Female,761.0,Unemployed
53.0,48863.07,17162.98,Yes,Bachelors,Female,721.0,Employed
28.0,61944.2,15259.98,Yes,Bachelors,Male,646.0,Employed
34.0,57872.31,20359.99,Yes,Bachelors,Female,779.0,Employed
23.0,102031.58,18308.11,Yes,Bachelors,Male,711.0,Employed
48.0,49061.25,12604.17,No,Bachelors,Male,675.0,Self-Employed
39.0,90747.24,7489.69,No,Bachelors,Female,711.0,Self-Employed
,64645.24,9654.0,No,Masters,Male,654.0,Employed
34.0,65870.54,,Yes,High School,Male,720.0,Employed
55.0,78023.76,14741.08,Yes,Bachelors,Male,747.0,Employed
37.0,41629.25,15136.42,Yes,Masters,Female,691.0,Employed
36.0,54000.5,16270.79,Yes,Bachelors,Female,705.0,Self-Employed
29.0,,10905.74,No,Masters,Female,690.0,Employed
19.0,62394.83,14477.69,No,Bachelors,Female,756.0,Employed
36.0,51816.1,14950.0,Yes,Bachelors,Male,708.0,Employed
41.0,96342.86,7811.43,Yes,Bachelors,Male,691.0,Employed
49.0,58333.13,11941.34,Yes,Bachelors,Male,727.0,Self-Employed
16.0,22430.08,16957.14,Yes,Masters,Female,706.0,Employed
27.0,63311.34,18494.87,Yes,Masters,Male,713.0,Unemployed
32.0,86149.11,10961.1,Yes,Bachelors,Female,680.0,Employed
38.0,102605.37,17497.14,Yes,Bachelors,Male,751.0,Employed
37.0,65410.14,11927.76,No,Bachelors,Male,700.0,Employed
37.0,59662.0,10604.57,Yes,Bachelors,Female,705.0,Employed
42.0,69710.96,24550.9,Yes,PhD,Female,729.0,Employed
29.0,78301.12,12924.67,Yes,Masters,Male,818.0,Employed
47.0,47422.32,7625.76,Yes,High School,Female,762.0,Self-Employed
42.0,65110.99,,Yes,Masters,Male,686.0,Employed
35.0,69009.31,13668.72,Yes,Bachelors,Female,657.0,Employed
54.0,70916.07,19563.62,Yes,Masters,Male,736.0,Employed
54.0,67109.14,13205.05,Yes,Masters,Female,691.0,Self-Employed
47.0,51284.36,16891.99,Yes,Bachelors,Female,708.0,Employed
8.0,76774.85,20313.97,No,Bachelors,Female,711.0,Employed
54.0,69108.54,12082.78,No,High School,Male,714.0,Self-Employed
46.0,69059.91,16454.57,Yes,Bachelors,Female,709.0,Employed
58.0,48349.44,14685.2,No,High School,Female,696.0,Employed
50.0,82803.76,16126.23,Yes,Bachelors,Female,613.0,Unemployed
54.0,51041.29,15504.63,Yes,High School,Male,729.0,Employed
47.0,102328.76,15730.7,Yes,Masters,Male,751.0,Employed
51.0,46414.91,13572.29,No,Bachelors,Female,673.0,Employed
58.0,85244.32,15125.82,Yes,High School,Female,756.0,Employed
40.0,31836.33,13635.98,Yes,Masters,Female,735.0,Self-Employed
22.0,24833.87,26656.05,No,PhD,Male,726.0,Employed
35.0,58904.66,18025.82,Yes,Masters,Male,729.0,Employed
42.0,24805.99,15011.46,No,High School,Female,757.0,Employed
39.0,84594.46,13310.44,No,High School,Female,747.0,Employed
26.0,69563.93,19893.47,Yes,Bachelors,Female,641.0,Employed
22.0,98020.61,10923.39,Yes,High School,Female,785.0,Self-Employed
31.0,66656.13,8583.07,No,High School,Male,748.0,Employed
46.0,74863.0,8207.66,Yes,Bachelors,Male,670.0,Employed
54.0,64636.11,21487.46,Yes,High School,Female,631.0,Employed
47.0,52521.39,21227.75,Yes,Bachelors,Female,660.0,Employed
49.0,61864.51,15799.14,Yes,PhD,Female,782.0,Employed
37.0,45920.95,12198.67,No,Bachelors,Male,714.0,Employed
21.0,77748.37,12252.51,No,Masters,Female,759.0,Unemployed
33.0,63843.05,25210.33,Yes,Bachelors,Female,821.0,Employed
35.0,67995.05,14545.99,Yes,Bachelors,Female,662.0,Unemployed
33.0,126474.61,16715.22,Yes,Bachelors,Male,660.0,Employed
39.0,61939.0,12800.12,Yes,High School,Male,719.0,Employed
42.0,76275.18,15452.09,Yes,Bachelors,Female,735.0,Employed
47.0,68917.29,16889.29,Yes,PhD,Female,758.0,Employed
,93151.89,24031.28,Yes,High School,Male,674.0,Employed
19.0,74769.17,14565.28,Yes,Bachelors,Male,687.0,Self-Employed
33.0,64571.55,17583.34,Yes,Bachelors,Male,789.0,Employed
38.0,115850.33,13213.47,No,Bachelors,Male,740.0,Employed
50.0,52806.31,15930.97,Yes,Bachelors,Male,736.0,Employed
32.0,66123.22,16709.4,Yes,Bachelors,Male,698.0,Employed
43.0,88329.65,13977.43,No,Bachelors,Female,786.0,Employed
41.0,53637.32,16184.48,Yes,Bachelors,Female,773.0,Employed
38.0,85312.24,11453.78,Yes,Bachelors,Male,718.0,Employed
47.0,60410.57,17513.59,Yes,PhD,Male,637.0,Employed
31.0,90064.73,15278.13,No,Masters,Female,767.0,Employed
32.0,89540.23,12238.01,Yes,High School,Male,747.0,Employed
38.0,68198.33,14412.93,No,PhD,Female,725.0,Unemployed
32.0,49990.54,21537.38,Yes,Masters,Female,779.0,Employed
43.0,62170.49,14477.28,No,High School,Female,743.0,Unemployed
31.0,69703.67,17138.05,Yes,Masters,Female,705.0,Employed
40.0,87765.42,17123.37,Yes,Bachelors,Female,770.0,Employed
37.0,76411.6,17898.98,Yes,PhD,Male,731.0,Employed
40.0,80758.15,9476.92,Yes,Masters,Male,766.0,Employed
33.0,76986.58,9824.03,No,Bachelors,Male,727.0,Employed
35.0,,,No,Masters,Male,748.0,Employed
39.0,65991.78,18034.43,Yes,Bachelors,Female,794.0,Employed
40.0,73297.8,16309.77,No,High School,Male,790.0,Employed
38.0,70567.5,16058.65,No,Masters,Male,693.0,Employed
55.0,61240.89,14395.51,No,Bachelors,Female,766.0,Employed
28.0,90234.15,8376.37,Yes,Bachelors,Female,690.0,Employed
37.0,89812.84,11998.1,No,Masters,Female,760.0,Employed
22.0,94115.78,16055.83,Yes,Bachelors,Female,713.0,Employed
42.0,54726.01,14147.66,Yes,PhD,Female,645.0,Self-Employed
27.0,77016.18,15893.34,No,Masters,Female,734.0,Self-Employed
,91847.34,7214.09,Yes,Bachelors,Female,773.0,Employed
34.0,100057.93,14933.98,No,High School,Male,750.0,Employed
41.0,39827.37,4564.34,Yes,High School,Male,677.0,Self-Employed
32.0,69942.28,8480.21,Yes,Bachelors,Male,733.0,Employed
32.0,66215.68,10143.39,No,Bachelors,Female,713.0,Self-Employed
52.0,101816.81,5786.48,No,Masters,Male,761.0,Employed
41.0,,10992.14,Yes,Bachelors,Male,772.0,Employed
32.0,49053.67,,Yes,High School,Female,655.0,Employed
35.0,98660.65,20830.78,Yes,High School,Female,725.0,Employed
54.0,60605.6,12322.58,No,Bachelors,Male,675.0,Employed
36.0,43970.8,11716.44,Yes,Bachelors,Male,730.0,Employed
31.0,100240.74,14398.63,Yes,Bachelors,Female,651.0,Unemployed
31.0,41363.71,13659.69,No,PhD,Male,717.0,Employed
33.0,90440.72,9935.28,No,Bachelors,Male,734.0,Self-Employed
32.0,38794.88,17708.04,No,Bachelors,Female,606.0,Employed
25.0,41149.37,13528.5,Yes,High School,Male,707.0,Employed
,74002.83,11704.9,No,Bachelors,Female,645.0,Employed
30.0,53033.82,12156.03,Yes,High School,Female,762.0,Employed
,75446.7,26756.45,No,Bachelors,Female,623.0,Employed
34.0,106040.9,18873.76,Yes,Masters,Male,702.0,Employed
36.0,66899.72,13302.52,No,Bachelors,Male,786.0,Unemployed
,102555.75,2818.45,Yes,Bachelors,Male,668.0,Employed
51.0,76485.84,6479.7,No,Masters,Male,683.0,Employed
35.0,89117.45,15432.45,Yes,High School,Female,716.0,Employed
32.0,22935.34,13546.49,Yes,Bachelors,Male,,Employed
29.0,82726.09,9239.48,Yes,Masters,Female,604.0,Employed
45.0,79655.27,14340.15,Yes,Bachelors,Female,707.0,Employed
36.0,62798.61,11276.51,Yes,PhD,Female,755.0,Employed
34.0,107910.62,11794.12,No,Bachelors,Female,828.0,Self-Employed
30.0,60135.83,14133.4,Yes,Masters,Female,682.0,Employed
30.0,37822.52,9919.4,Yes,Bachelors,Female,705.0,Employed
41.0,85639.14,8071.61,No,Bachelors,Male,740.0,Employed
25.0,41526.47,8228.33,No,Masters,Female,679.0,Employed
48.0,71531.74,12974.75,Yes,Bachelors,Male,794.0,Unemployed
33.0,96797.29,7084.46,Yes,High School,Male,718.0,Self-Employed
37.0,79969.57,25951.07,Yes,Masters,Female,731.0,Employed
,65052.24,19667.44,Yes,High School,Female,747.0,Employed
38.0,62977.48,18598.99,No,Bachelors,Female,634.0,Self-Employed
35.0,95306.85,10574.39,Yes,Masters,Female,734.0,Employed
37.0,45601.7,10758.7,Yes,Bachelors,Female,688.0,Self-Employed
53.0,85501.1,7919.18,No,Masters,Female,676.0,Employed
40.0,113872.18,24191.98,No,High School,Male,743.0,Employed
30.0,80868.74,,No,Masters,Female,776.0,Self-Employed
31.0,65239.63,18361.61,No,Masters,Female,720.0,Employed
44.0,66798.69,14394.73,Yes,High School,Male,797.0,Employed
51.0,60392.39,13058.91,Yes,Bachelors,Female,708.0,Self-Employed
41.0,56979.1,17529.57,Yes,Masters,Male,,Employed
45.0,72355.51,22988.68,Yes,Bachelors,Female,662.0,Employed
44.0,83589.69,18214.13,No,Bachelors,Male,796.0,Employed
52.0,102215.47,9435.5,Yes,PhD,Male,809.0,Employed
19.0,30869.2,11168.14,No,Bachelors,Female,738.0,Self-Employed
45.0,21219.07,17339.89,No,Bachelors,Male,689.0,Employed
48.0,102601.59,10681.63,Yes,Bachelors,Female,705.0,Employed
25.0,71142.74,12645.27,No,Bachelors,Female,718.0,Employed
29.0,72190.18,22552.26,Yes,PhD,Male,721.0,Employed
29.0,80025.92,13429.36,Yes,Bachelors,Male,748.0,Employed
31.0,66262.81,7121.98,No,High School,Male,737.0,Self-Employed
33.0,109503.13,29428.75,No,PhD,Female,660.0,Unemployed
40.0,79836.57,20438.34,No,Bachelors,Female,664.0,Employed
47.0,61048.0,14681.73,Yes,Bachelors,Female,747.0,Employed
49.0,62836.35,14963.68,Yes,PhD,Female,700.0,Unemployed
,67129.38,4367.24,Yes,Bachelors,Female,716.0,Employed
30.0,54457.88,13035.2,No,Bachelors,Female,721.0,Self-Employed
51.0,103789.75,11279.28,Yes,High School,Male,693.0,Employed
44.0,72479.17,15488.72,No,Bachelors,Male,727.0,Employed
39.0,,23138.41,Yes,Masters,Female,754.0,Employed
43.0,78104.04,17200.57,Yes,Masters,Female,714.0,Self-Employed
38.0,98780.86,25151.52,Yes,Bachelors,Male,789.0,Self-Employed
43.0,91216.33,8019.13,Yes,Bachelors,Female,798.0,Employed
35.0,54803.79,7288.99,Yes,Bachelors,Female,678.0,Employed
41.0,47818.57,21210.24,Yes,PhD,Male,740.0,Employed
23.0,98546.45,15520.18,Yes,Bachelors,Female,708.0,Self-Employed
31.0,37513.79,17336.54,No,High School,Male,682.0,Employed
31.0,77418.35,14865.46,Yes,PhD,Female,718.0,Employed
34.0,58629.49,15975.85,No,Bachelors,Male,613.0,Self-Employed
29.0,96272.86,18439.59,Yes,Bachelors,Male,759.0,Employed
33.0,48905.32,16263.94,Yes,Masters,Male,763.0,Employed
23.0,,12143.37,No,High School,Male,731.0,Self-Employed
43.0,82340.57,26651.0,No,High School,Female,768.0,Employed
37.0,85910.32,15471.68,Yes,Masters,Male,685.0,Employed
21.0,97191.94,14002.66,Yes,Bachelors,Female,581.0,Employed
30.0,79458.54,13272.57,Yes,Bachelors,Female,696.0,Employed
41.0,76989.69,16704.42,Yes,Masters,Male,659.0,Employed
33.0,90982.32,13787.15,Yes,PhD,Female,721.0,Employed
31.0,42587.81,4854.33,No,High School,Female,792.0,Employed
37.0,52406.97,13729.3,Yes,Masters,Female,735.0,Employed
41.0,44264.07,9583.95,Yes,High School,Male,707.0,Self-Employed
24.0,16286.24,16337.49,Yes,Masters,Female,776.0,Employed
44.0,86843.15,14849.66,No,Masters,Female,805.0,Employed
30.0,98593.7,11681.0,Yes,Bachelors,Male,742.0,Employed
38.0,81119.9,19705.25,Yes,Bachelors,Male,688.0,Employed
,77601.48,14647.1,Yes,Bachelors,Female,726.0,Employed
33.0,71699.25,,Yes,Bachelors,Male,728.0,Self-Employed
28.0,71102.88,13189.47,Yes,Bachelors,Male,711.0,Employed
35.0,103904.47,13077.66,No,Bachelors,Male,784.0,Self-Employed
54.0,100983.7,17534.28,Yes,Masters,Female,762.0,Employed
24.0,58299.39,11102.9,No,Masters,Male,662.0,Employed
55.0,92176.05,15351.48,Yes,Masters,Female,657.0,Self-Employed
35.0,94588.55,12479.78,No,PhD,Male,693.0,Employed
38.0,83007.87,11784.75,No,PhD,Female,670.0,Unemployed
27.0,77751.61,17363.04,Yes,PhD,Female,697.0,Employed
30.0,77065.46,10324.72,No,Masters,Female,720.0,Employed
33.0,40359.71,17603.99,Yes,Masters,Female,711.0,Self-Employed
28.0,38586.33,16548.33,Yes,PhD,Male,729.0,Employed
36.0,85665.83,21636.61,Yes,PhD,Male,703.0,Self-Employed
34.0,47992.41,6205.2,No,Bachelors,Female,650.0,Employed
57.0,42214.29,20095.21,No,Masters,Male,672.0,Employed
26.0,28490.59,,Yes,High School,Female,667.0,Employed
39.0,60485.86,6061.75,Yes,Bachelors,Female,680.0,Employed
40.0,77486.72,11704.92,Yes,High School,Male,740.0,Self-Employed
27.0,79098.42,17559.49,No,Bachelors,Male,700.0,Employed
45.0,87011.9,14570.39,No,Masters,Female,674.0,Unemployed
34.0,62170.03,21738.99,Yes,Masters,Female,716.0,Employed
13.0,72145.58,,Yes,Masters,Female,735.0,Employed
45.0,86916.36,14832.77,Yes,Bachelors,Female,733.0,Employed
27.0,79279.56,14075.45,No,Masters,Male,840.0,Unemployed
28.0,58302.62,9892.46,No,Bachelors,Male,690.0,Employed
45.0,75992.9,14856.44,Yes,Masters,Female,739.0,Unemployed
35.0,30315.37,13904.06,Yes,Bachelors,Female,773.0,Self-Employed
47.0,70002.46,15438.03,Yes,High School,Male,798.0,Employed
50.0,57631.96,15296.62,Yes,Bachelors,Male,707.0,Employed
32.0,100371.53,15008.49,No,Bachelors,Female,630.0,Employed
46.0,50455.52,15482.34,No,Bachelors,Female,705.0,Employed
30.0,72333.57,20497.65,Yes,Bachelors,Male,738.0,Employed
60.0,61423.34,10111.43,No,High School,Male,852.0,Employed
31.0,58835.5,11380.62,Yes,PhD,Female,651.0,Employed
48.0,77546.64,22084.16,Yes,PhD,Male,717.0,Employed
46.0,61635.93,21353.32,Yes,PhD,Female,686.0,Unemployed
41.0,107039.81,16294.97,Yes,PhD,Male,766.0,Employed
31.0,30508.14,25120.72,No,High School,Female,689.0,Self-Employed
36.0,82623.42,17443.89,Yes,PhD,Female,643.0,Self-Employed
16.0,68304.1,24369.51,Yes,Bachelors,Male,617.0,Employed
40.0,68993.68,22298.72,Yes,Bachelors,Female,733.0,Employed
41.0,76042.45,23137.69,No,Bachelors,Male,724.0,Unemployed
39.0,89955.06,9257.38,Yes,Bachelors,Female,746.0,Employed
8.0,75301.46,18341.12,Yes,Masters,Female,727.0,Employed
25.0,90026.6,14583.73,No,High School,Female,735.0,Unemployed
31.0,70928.04,8308.83,Yes,Bachelors,Female,,Employed
41.0,49317.81,21680.56,Yes,Bachelors,Female,678.0,Employed
41.0,68217.12,20971.66,Yes,Masters,Female,720.0,Unemployed
36.0,93058.52,14273.65,Yes,Bachelors,Male,,Self-Employed
44.0,61786.38,11911.35,No,Masters,Female,672.0,Self-Employed
28.0,48343.93,15290.12,No,Bachelors,Female,,Employed
44.0,82389.09,5927.51,Yes,PhD,Female,737.0,Unemployed
43.0,76732.23,8263.97,Yes,Bachelors,Female,711.0,Self-Employed
42.0,54582.53,13502.31,Yes,PhD,Female,787.0,Employed
36.0,65338.85,18077.84,No,Masters,Female,753.0,Employed
56.0,66366.58,14073.15,No,Masters,Male,704.0,Self-Employed
43.0,70127.64,12220.91,Yes,Masters,Female,652.0,Employed
28.0,82931.31,10860.76,Yes,Bachelors,Female,787.0,Employed
40.0,61895.93,27192.74,Yes,High School,Male,,Employed
46.0,83964.89,,Yes,Masters,Female,784.0,Employed
32.0,59330.21,,Yes,Bachelors,Female,768.0,Employed
49.0,103326.15,12121.58,No,PhD,Male,659.0,Self-Employed
42.0,103757.08,17589.27,No,Masters,Male,743.0,Self-Employed
15.0,52871.87,15540.8,Yes,Bachelors,Female,768.0,Self-Employed
41.0,45489.96,11245.22,Yes,Masters,Female,726.0,Self-Employed
34.0,89564.16,15961.57,No,PhD,Female,704.0,Self-Employed
43.0,75157.67,20545.16,Yes,High School,Female,697.0,Employed
47.0,81033.36,16020.29,No,Bachelors,Female,682.0,Employed
40.0,56904.9,15769.34,No,Bachelors,Female,715.0,Unemployed
55.0,67350.92,15785.98,Yes,Bachelors,Female,657.0,Self-Employed
36.0,63103.32,11270.93,No,Bachelors,Female,,Employed
,76084.02,17247.13,Yes,PhD,Male,692.0,Self-Employed
46.0,45085.6,20209.36,Yes,PhD,Female,691.0,Employed
37.0,68013.31,21761.15,Yes,Bachelors,Male,832.0,Employed
46.0,44884.43,17148.42,No,Bachelors,Male,788.0,Employed
32.0,59688.72,15073.47,Yes,High School,Male,710.0,Employed
34.0,68053.04,24383.66,No,High School,Female,718.0,Employed
25.0,80148.67,15601.67,Yes,High School,Male,773.0,Employed
40.0,81806.41,12579.4,No,High School,Female,719.0,Employed
41.0,85218.3,11554.52,Yes,Bachelors,Male,711.0,Employed
50.0,40344.2,10981.32,Yes,PhD,Male,707.0,Employed
46.0,95281.73,12483.55,Yes,Bachelors,Male,713.0,Employed
35.0,57104.01,24632.51,Yes,Masters,Female,664.0,Unemployed
26.0,58564.17,11216.5,Yes,Masters,Male,,Employed
42.0,75374.95,22633.81,No,Bachelors,Female,707.0,Employed
49.0,63259.97,13973.17,Yes,Bachelors,Female,,Employed
46.0,77236.52,20209.8,No,Bachelors,Male,774.0,Self-Employed
49.0,80947.85,9606.87,Yes,Bachelors,Male,744.0,Employed
36.0,54736.49,14910.87,Yes,Masters,Male,782.0,Self-Employed
33.0,66325.48,6919.52,No,Bachelors,Male,710.0,Self-Employed
31.0,66917.66,15110.71,No,Bachelors,Female,692.0,Employed
37.0,89165.45,18933.97,Yes,Bachelors,Female,688.0,Employed
37.0,60696.74,19833.38,Yes,PhD,Male,724.0,Self-Employed
40.0,59826.09,14977.1,Yes,Masters,Male,755.0,Unemployed
37.0,49567.64,13208.01,Yes,High School,Male,739.0,Employed
37.0,51809.72,15435.86,Yes,Bachelors,Female,816.0,Employed
30.0,42987.89,12139.98,Yes,Masters,Male,745.0,Employed
47.0,55938.72,12132.99,Yes,Bachelors,Female,692.0,Employed
39.0,101871.3,12959.12,No,Bachelors,Male,728.0,Unemployed
36.0,83818.15,16139.38,Yes,High School,Male,765.0,Employed
31.0,95546.93,22180.87,Yes,PhD,Female,696.0,Self-Employed
25.0,50996.99,21494.81,No,Bachelors,Female,688.0,Employed
51.0,31045.38,13406.7,No,High School,Female,777.0,Employed
44.0,76327.64,10923.37,No,Masters,Male,759.0,Employed
22.0,107071.96,11336.42,Yes,Bachelors,Male,722.0,Employed
46.0,60293.29,7604.84,Yes,Masters,Female,694.0,Employed
47.0,72036.33,18639.84,Yes,PhD,Female,706.0,Employed
39.0,38609.3,8032.37,No,PhD,Female,735.0,Employed
54.0,70564.13,3710.99,No,Bachelors,Female,757.0,Employed
40.0,67500.24,18644.71,Yes,Bachelors,Male,772.0,Self-Employed
24.0,28139.11,18427.39,Yes,Bachelors,Male,729.0,Self-Employed
42.0,49253.27,9595.42,Yes,Masters,Male,660.0,Self-Employed
,47665.4,16512.98,No,Masters,Female,792.0,Unemployed
32.0,38405.47,8407.17,Yes,Bachelors,Male,779.0,Unemployed
44.0,55502.91,14513.13,Yes,Masters,Male,769.0,Employed
21.0,80175.41,16794.48,No,Bachelors,Female,,Employed
,57336.35,18467.96,No,Bachelors,Female,761.0,Self-Employed
29.0,92969.79,16980.94,Yes,PhD,Female,726.0,Employed
28.0,62744.81,5528.97,Yes,Bachelors,Male,665.0,Employed
37.0,76524.36,16511.06,Yes,Bachelors,Male,681.0,Self-Employed
42.0,79949.59,25904.4,Yes,Masters,Female,701.0,Employed
40.0,100677.6,16963.76,Yes,Masters,Male,759.0,Employed
31.0,55677.8,8074.28,Yes,Masters,Male,799.0,Unemployed
33.0,78847.19,11449.3,No,High School,Male,789.0,Self-Employed
27.0,51067.46,12441.96,Yes,High School,Female,,Employed
36.0,104441.91,3341.93,Yes,Masters,Female,714.0,Employed
49.0,49206.22,15503.12,Yes,Bachelors,Female,652.0,Self-Employed
38.0,77673.52,13247.97,Yes,High School,Female,803.0,Employed
47.0,101189.21,13482.17,Yes,High School,Female,647.0,Unemployed
53.0,46069.57,14377.4,Yes,Bachelors,Male,711.0,Employed
32.0,81901.94,11389.56,Yes,Bachelors,Female,789.0,Employed
36.0,50144.4,19275.11,No,Bachelors,Male,740.0,Employed
60.0,116567.29,15919.78,No,High School,Male,748.0,Self-Employed
52.0,32172.58,12331.09,Yes,Bachelors,Male,732.0,Employed
21.0,39653.81,17224.89,No,Masters,Male,633.0,Self-Employed
42.0,47569.57,16777.45,Yes,Masters,Male,742.0,Employed
38.0,48213.61,10225.05,No,High School,Female,751.0,Employed
46.0,80417.4,14135.25,Yes,Masters,Male,692.0,Employed
31.0,105993.61,14127.9,No,PhD,Female,757.0,Employed
30.0,93102.58,12073.84,Yes,Bachelors,Male,697.0,Employed
31.0,74678.05,8216.36,Yes,PhD,Male,789.0,Employed
32.0,70191.66,11918.69,Yes,High School,Female,718.0,Employed
46.0,57872.75,21331.7,Yes,Masters,Female,748.0,Employed
26.0,77821.46,11754.92,No,Bachelors,Male,735.0,Employed
32.0,65823.92,19494.93,Yes,PhD,Female,,Self-Employed
20.0,73788.22,14823.48,No,High School,Female,725.0,Employed
48.0,55181.9,15838.35,Yes,Masters,Male,756.0,Unemployed
51.0,45963.43,8879.05,Yes,Masters,Male,755.0,Employed
35.0,,20819.74,Yes,Bachelors,Female,659.0,Self-Employed
35.0,70067.4,25300.8,Yes,PhD,Male,753.0,Employed
43.0,58081.34,11509.06,No,Bachelors,Female,697.0,Employed
53.0,54669.8,21517.59,Yes,High School,Female,712.0,Employed
42.0,81168.13,8653.78,Yes,Masters,Male,707.0,Employed
31.0,79098.96,14730.96,Yes,High School,Female,700.0,Self-Employed
22.0,107531.0,9138.46,Yes,Masters,Male,790.0,Self-Employed
27.0,97618.6,16887.0,Yes,High School,Male,651.0,Employed
39.0,46123.15,13979.56,Yes,Masters,Male,584.0,Employed
31.0,66183.48,14745.85,Yes,Bachelors,Female,692.0,Employed
40.0,42704.63,21559.72,No,Masters,Female,711.0,Employed
32.0,33215.28,21217.63,Yes,High School,Male,680.0,Employed
27.0,113909.78,14139.0,Yes,Masters,Male,673.0,Employed
26.0,99605.93,,No,High School,Female,755.0,Employed
54.0,57403.92,20751.8,Yes,PhD,Male,726.0,Employed
47.0,94867.52,20547.3,No,Masters,Male,846.0,Employed
55.0,97834.41,15738.72,Yes,Bachelors,Male,681.0,Unemployed
43.0,31590.72,16652.95,Yes,PhD,Male,739.0,Employed
34.0,87012.07,13581.76,Yes,High School,Female,,Employed
51.0,60166.93,26670.09,Yes,High School,Male,706.0,Employed
38.0,77661.9,16995.02,Yes,Bachelors,Male,666.0,Employed
40.0,130197.24,14589.26,Yes,Masters,Male,715.0,Employed
38.0,,17515.78,Yes,PhD,Male,748.0,Self-Employed
9.0,67435.76,16358.13,No,PhD,Female,687.0,Self-Employed
54.0,98433.47,25312.18,Yes,Bachelors,Male,708.0,Self-Employed
43.0,31557.78,14890.41,Yes,PhD,Male,714.0,Self-Employed
41.0,80071.46,18828.39,Yes,PhD,Male,680.0,Employed
37.0,80549.53,14402.59,Yes,High School,Male,785.0,Employed
40.0,84113.86,6562.52,Yes,Masters,Female,728.0,Employed
,59830.27,15007.32,Yes,Masters,Male,710.0,Employed
44.0,77639.48,19267.34,Yes,Bachelors,Female,761.0,Employed
25.0,87119.45,15679.77,Yes,Masters,Male,728.0,Employed
40.0,23540.76,9218.79,Yes,High School,Female,780.0,Unemployed
44.0,63676.46,22926.34,Yes,PhD,Female,676.0,Self-Employed
36.0,51933.75,9051.53,No,Masters,Male,750.0,Employed
42.0,83242.79,11135.1,Yes,High School,Male,719.0,Unemployed
28.0,97556.77,9374.73,Yes,Masters,Male,787.0,Employed
28.0,57762.95,9818.53,Yes,Bachelors,Female,768.0,Unemployed
40.0,48226.13,15224.99,Yes,High School,Female,735.0,Employed
45.0,72343.28,18054.8,Yes,High School,Female,735.0,Employed
19.0,46935.78,12065.3,Yes,PhD,Female,716.0,Employed
43.0,65471.34,17821.72,No,High School,Female,777.0,Employed
33.0,63362.36,18845.4,Yes,Bachelors,Female,693.0,Employed
36.0,81602.05,,Yes,High School,Female,717.0,Self-Employed
25.0,,7430.98,Yes,Bachelors,Male,752.0,Employed
29.0,73227.94,22569.79,Yes,Bachelors,Female,683.0,Self-Employed
48.0,102737.01,11646.84,No,Masters,Female,669.0,Self-Employed
38.0,75394.59,3949.61,Yes,Bachelors,Female,765.0,Employed
34.0,61643.24,13054.8,Yes,Bachelors,Female,648.0,Employed
37.0,64096.19,17918.63,Yes,PhD,Male,1100.0,Employed
43.0,54713.9,18668.04,Yes,Masters,Male,703.0,Employed
42.0,49627.27,9315.09,Yes,PhD,Male,659.0,Self-Employed
37.0,,5756.46,Yes,High School,Male,788.0,Employed
49.0,92684.65,16529.49,Yes,Bachelors,Male,630.0,Employed
,55633.86,17584.59,No,Bachelors,Female,776.0,Employed
42.0,76318.31,,Yes,PhD,Male,864.0,Employed
39.0,64002.68,20016.11,Yes,Masters,Male,805.0,Employed
45.0,69415.52,15733.37,Yes,High School,Female,705.0,Employed
41.0,93076.02,10407.06,No,Masters,Female,797.0,Employed
49.0,73533.13,12586.88,Yes,High School,Female,777.0,Unemployed
47.0,51546.51,13785.21,No,Bachelors,Female,679.0,Employed
28.0,58717.75,10423.22,Yes,Bachelors,Male,671.0,Employed
27.0,,20404.88,Yes,Bachelors,Male,732.0,Employed
31.0,79663.57,20139.3,Yes,Masters,Male,747.0,Employed
48.0,88448.27,8020.18,No,High School,Female,772.0,Employed
22.0,65229.97,13391.61,Yes,Masters,Male,770.0,Unemployed
42.0,42079.12,25310.9,Yes,Bachelors,Male,731.0,Self-Employed
42.0,80132.96,20814.41,Yes,Bachelors,Female,695.0,Employed
,75056.38,15941.07,Yes,Masters,Male,766.0,Employed
40.0,75580.18,20479.38,Yes,Masters,Female,776.0,Unemployed
25.0,42365.13,23246.97,Yes,Masters,Female,727.0,Employed
28.0,57195.67,15473.05,Yes,High School,Female,711.0,Employed
26.0,51232.63,8215.4,Yes,Bachelors,Female,696.0,Employed
33.0,77987.33,19298.36,Yes,Bachelors,Female,646.0,Employed
36.0,78675.88,19557.36,No,Bachelors,Female,684.0,Employed
26.0,69130.24,9971.29,Yes,Masters,Male,792.0,Self-Employed
53.0,89351.69,16302.56,Yes,Bachelors,Male,,Employed
25.0,99814.23,11046.7,No,Masters,Male,690.0,Employed
51.0,77061.13,6776.3,No,High School,Female,719.0,Employed
50.0,83421.42,16103.5,Yes,Masters,Male,702.0,Employed
47.0,59169.0,22260.68,No,Bachelors,Male,742.0,Employed
31.0,55491.43,16606.18,Yes,Bachelors,Male,702.0,Employed
41.0,90194.88,15884.42,Yes,Bachelors,Female,717.0,Unemployed
25.0,52505.15,8336.84,No,Masters,Female,618.0,Employed
47.0,83941.27,18141.37,Yes,Masters,Female,671.0,Employed
37.0,104389.42,12232.34,Yes,High School,Male,735.0,Employed
,83069.64,11110.07,Yes,High School,Female,713.0,Self-Employed
26.0,68381.35,19411.15,Yes,Bachelors,Male,749.0,Self-Employed
13.0,43193.51,8921.92,Yes,Masters,Female,,Employed
28.0,73266.06,13940.89,Yes,Bachelors,Male,790.0,Employed
49.0,90181.92,9260.67,Yes,Masters,Male,575.0,Employed
34.0,66420.8,13502.59,No,Masters,Female,717.0,Self-Employed
36.0,90429.88,4039.0,Yes,Masters,Female,752.0,Employed
45.0,77300.48,17708.04,No,Bachelors,Female,724.0,Employed
56.0,75826.81,16950.9,No,Bachelors,Male,707.0,Employed
51.0,63664.23,25884.19,No,Masters,Male,698.0,Employed
28.0,40879.12,16211.7,Yes,Masters,Male,,Employed
19.0,61497.78,10489.12,Yes,High School,Male,698.0,Employed
62.0,61338.91,19958.36,Yes,Masters,Female,674.0,Employed
,81508.82,19844.5,Yes,Bachelors,Male,707.0,Unemployed
40.0,69695.51,21533.58,Yes,High School,Male,678.0,Employed
25.0,91663.36,5196.09,No,Bachelors,Male,775.0,Employed
48.0,75627.06,11494.67,Yes,Masters,Male,677.0,Employed
37.0,59913.0,10462.16,Yes,PhD,Male,799.0,Employed
37.0,53702.48,22643.07,Yes,Masters,Female,768.0,Employed
47.0,57932.51,19027.71,No,Bachelors,Male,779.0,Self-Employed
41.0,73215.38,20652.28,Yes,Bachelors,Male,718.0,Employed
26.0,62544.14,9575.26,Yes,Bachelors,Male,663.0,Employed
35.0,48471.21,15662.85,Yes,Bachelors,Male,,Employed
45.0,90134.32,6863.25,Yes,PhD,Male,,Employed
43.0,,9488.46,No,Masters,Male,715.0,Self-Employed
41.0,75494.39,15617.64,Yes,High School,Male,698.0,Employed
,53547.52,16108.54,No,Masters,Male,753.0,Unemployed
34.0,49168.05,16966.78,Yes,Bachelors,Female,852.0,Employed
40.0,66755.28,11748.58,No,Bachelors,Female,722.0,Unemployed
4.0,29435.69,17126.86,Yes,High School,Female,775.0,Self-Employed
34.0,85596.27,15023.05,Yes,Masters,Male,712.0,Employed
46.0,55919.53,22850.16,Yes,Masters,Female,768.0,Employed
34.0,64645.91,12866.91,No,Bachelors,Female,725.0,Employed
33.0,78538.39,5827.27,Yes,Bachelors,Female,,Self-Employed
28.0,65507.3,18083.87,Yes,Masters,Female,751.0,Employed
48.0,46632.51,16679.24,No,PhD,Female,688.0,Unemployed
43.0,100114.01,10550.76,Yes,High School,Male,651.0,Employed
46.0,39348.36,13367.5,No,Bachelors,Female,607.0,Self-Employed
21.0,25269.1,15969.64,No,PhD,Female,741.0,Employed
36.0,87492.01,13103.0,Yes,Masters,Female,788.0,Self-Employed
35.0,40811.38,9447.76,No,Bachelors,Female,749.0,Employed
35.0,95055.66,14001.46,Yes,Bachelors,Male,789.0,Employed
32.0,77537.76,19421.67,Yes,High School,Male,804.0,Employed
35.0,75660.07,13191.91,Yes,Masters,Male,746.0,Employed
46.0,58619.43,,Yes,Bachelors,Female,608.0,Employed
19.0,53491.99,14092.66,Yes,Bachelors,Male,662.0,Employed
56.0,62474.92,8824.67,Yes,Masters,Female,686.0,Self-Employed
43.0,52455.64,14468.19,No,PhD,Female,651.0,Employed
38.0,94153.36,12773.75,No,Masters,Female,637.0,Employed
47.0,55145.02,18792.61,Yes,Bachelors,Female,718.0,Self-Employed
23.0,80126.95,21176.67,Yes,Masters,Male,662.0,Employed
31.0,90104.15,19408.47,Yes,High School,Male,680.0,Employed
37.0,52376.31,11324.16,Yes,High School,Male,734.0,Employed
52.0,77531.83,9185.99,No,Masters,Male,676.0,Employed
38.0,52122.4,7431.51,Yes,Bachelors,Male,723.0,Employed
43.0,66529.49,15846.82,No,Masters,Female,706.0,Employed
32.0,60827.3,11454.17,Yes,Bachelors,Female,774.0,Self-Employed
43.0,56091.19,9435.35,No,High School,Male,688.0,Unemployed
55.0,73155.73,24809.45,No,Masters,Female,652.0,Employed
48.0,45717.66,17431.08,Yes,Bachelors,Male,704.0,Employed
37.0,88584.52,16680.88,Yes,Masters,Female,828.0,Employed
45.0,48369.25,16431.38,Yes,High School,Female,797.0,Self-Employed
44.0,44658.23,23093.88,No,Bachelors,Male,802.0,Self-Employed
43.0,64954.07,14164.81,No,Bachelors,Female,741.0,Employed
49.0,62549.95,18089.11,Yes,Masters,Female,729.0,Employed
49.0,77111.14,19516.96,Yes,High School,Female,670.0,Employed
37.0,71696.65,24288.71,No,Masters,Female,743.0,Employed
44.0,37452.79,14992.65,Yes,Masters,Male,652.0,Employed
34.0,89731.34,21173.01,Yes,Bachelors,Male,710.0,Employed
29.0,64453.21,5857.93,Yes,High School,Male,740.0,Employed
35.0,74829.19,25586.97,Yes,Masters,Male,690.0,Employed
37.0,114043.1,17113.04,No,Masters,Male,742.0,Employed
21.0,95728.85,18776.32,Yes,Bachelors,Male,693.0,Self-Employed
47.0,74210.59,8580.57,No,Bachelors,Male,590.0,Employed
10.0,42538.6,8257.1,Yes,Bachelors,Female,758.0,Employed
65.0,42873.3,11769.15,Yes,Bachelors,Male,752.0,Employed
,,15099.02,No,Bachelors,Female,690.0,Employed
35.0,61963.69,13727.47,Yes,Bachelors,Male,716.0,Self-Employed
38.0,66631.7,12950.09,Yes,PhD,Male,844.0,Employed
41.0,47090.63,14015.43,Yes,High School,Female,,Unemployed
32.0,78917.02,3326.76,Yes,Bachelors,Female,689.0,Employed
40.0,92828.26,17132.56,No,Bachelors,Male,738.0,Unemployed
37.0,100471.0,14150.82,Yes,Masters,Male,749.0,Employed
37.0,61037.0,19755.54,No,PhD,Male,704.0,Employed
40.0,82897.57,12620.58,Yes,High School,Female,712.0,Self-Employed
25.0,68098.26,13139.89,Yes,Bachelors,Female,633.0,Employed
38.0,87605.57,15790.43,Yes,Bachelors,Male,712.0,Unemployed
40.0,69920.66,18420.13,No,Bachelors,Female,656.0,Self-Employed
39.0,53517.48,20753.27,Yes,Masters,Male,660.0,Employed
36.0,,14796.58,Yes,Masters,Female,698.0,Self-Employed
49.0,71970.78,17142.77,No,Bachelors,Female,744.0,Employed
34.0,62970.8,15165.35,Yes,Bachelors,Female,621.0,Employed
40.0,73555.6,13530.62,Yes,Bachelors,Male,703.0,Employed
51.0,55267.19,5387.82,Yes,Bachelors,Male,647.0,Self-Employed
37.0,78305.04,16029.66,No,High School,Female,826.0,Employed
40.0,66074.01,10446.64,Yes,Masters,Female,646.0,Employed
37.0,54104.1,19353.72,Yes,Masters,Female,715.0,Employed
50.0,117537.99,10659.35,Yes,Bachelors,Male,658.0,Employed
35.0,49854.15,12158.92,Yes,Masters,Male,739.0,Unemployed
51.0,77065.67,10890.29,Yes,Bachelors,Male,606.0,Self-Employed
37.0,71135.93,17666.21,Yes,Masters,Male,791.0,Self-Employed
29.0,,13483.89,Yes,Masters,Female,842.0,Self-Employed
45.0,63253.39,17841.72,Yes,High School,Male,777.0,Employed
35.0,43148.97,1648.86,Yes,Masters,Male,726.0,Employed
44.0,111329.78,24970.76,Yes,Masters,Male,700.0,Employed
,64640.85,9948.43,Yes,Masters,Female,669.0,Self-Employed
38.0,66343.73,18843.39,No,High School,Male,656.0,Employed
33.0,108904.06,17499.76,Yes,Bachelors,Male,688.0,Employed
27.0,53520.46,18558.36,No,High School,Male,747.0,Employed
32.0,95888.18,10910.99,Yes,High School,Female,693.0,Employed
32.0,81850.53,13305.16,No,High School,Male,710.0,Self-Employed
38.0,30420.3,16991.85,Yes,High School,Female,733.0,Employed
24.0,62578.19,15019.75,Yes,Bachelors,Female,768.0,Employed
41.0,78732.12,10453.31,Yes,High School,Male,814.0,Unemployed
52.0,70711.44,17866.82,Yes,Bachelors,Male,639.0,Self-Employed
41.0,70765.2,26418.61,Yes,Bachelors,Male,819.0,Employed
46.0,57856.71,12891.23,Yes,High School,Male,789.0,Employed
49.0,55742.55,17440.74,No,Masters,Female,759.0,Employed
50.0,63831.87,16139.29,Yes,Bachelors,Female,704.0,Employed
57.0,109226.19,13146.01,Yes,High School,Male,698.0,Employed
33.0,51846.49,19031.42,Yes,Masters,Male,773.0,Employed
31.0,60355.89,18963.1,Yes,High School,Female,,Employed
46.0,70576.93,12250.93,Yes,Masters,Female,622.0,Unemployed
45.0,40736.93,22164.98,Yes,Bachelors,Female,713.0,Unemployed
46.0,78638.96,15053.39,Yes,Bachelors,Female,689.0,Employed
57.0,44239.91,20377.79,Yes,PhD,Female,773.0,Self-Employed
38.0,48255.16,16721.68,No,PhD,Male,651.0,Employed
42.0,47294.92,15197.91,Yes,Masters,Male,842.0,Employed
28.0,37188.38,14958.47,No,High School,Female,717.0,Employed
59.0,95366.56,18381.05,Yes,Bachelors,Male,634.0,Self-Employed
35.0,80431.78,9500.34,Yes,Bachelors,Male,722.0,Employed
35.0,88447.74,16856.63,Yes,Masters,Female,742.0,Employed
35.0,86625.26,21551.09,No,Bachelors,Female,782.0,Self-Employed
32.0,66637.8,17552.9,Yes,Bachelors,Female,723.0,Employed
31.0,69409.58,6266.51,Yes,Masters,Female,728.0,Employed
33.0,90274.25,8084.78,Yes,Masters,Male,724.0,Self-Employed
24.0,102768.58,15105.05,No,Bachelors,Female,660.0,Employed
30.0,,11065.27,Yes,Masters,Male,721.0,Employed
57.0,120399.27,19448.37,Yes,Bachelors,Male,719.0,Employed
45.0,43686.98,12628.81,Yes,Masters,Male,685.0,Self-Employed
47.0,60760.9,17756.58,Yes,Bachelors,Male,625.0,Self-Employed
50.0,71481.37,24696.83,No,Bachelors,Female,,Employed
,73318.09,15115.08,No,High School,Male,750.0,Employed
20.0,109276.64,9940.95,Yes,Bachelors,Male,794.0,Self-Employed
26.0,90238.14,16979.15,No,Bachelors,Female,710.0,Employed
30.0,78256.7,16413.66,No,Masters,Male,713.0,Employed
33.0,,16250.16,Yes,Masters,Female,706.0,Employed
35.0,76915.05,21840.14,No,Bachelors,Male,735.0,Unemployed
34.0,56491.7,9069.18,Yes,Bachelors,Female,696.0,Employed
40.0,79712.77,19997.44,Yes,Bachelors,Female,748.0,Employed
38.0,71351.07,11969.06,No,Masters,Female,605.0,Employed
31.0,53142.88,21902.96,Yes,Masters,Female,747.0,Employed
16.0,95255.8,,No,PhD,Female,698.0,Employed
28.0,68910.89,26153.09,Yes,Bachelors,Female,714.0,Employed
33.0,47589.99,13645.89,Yes,Masters,Male,640.0,Self-Employed
36.0,50746.9,8948.61,Yes,Bachelors,Male,718.0,Employed
27.0,80699.92,19537.74,No,High School,Male,746.0,Self-Employed
33.0,90988.65,,Yes,Bachelors,Female,776.0,Self-Employed
27.0,79633.05,17265.95,Yes,Masters,Male,,Self-Employed
37.0,79724.63,19647.99,Yes,Bachelors,Female,736.0,Employed
27.0,53793.53,15181.96,Yes,PhD,Male,751.0,Employed
30.0,71857.69,13537.2,Yes,Masters,Female,682.0,Self-Employed
25.0,63397.79,9203.04,No,Masters,Female,784.0,Employed
36.0,66100.68,,Yes,Bachelors,Male,652.0,Employed
29.0,67764.15,12442.77,Yes,Bachelors,Female,761.0,Self-Employed
47.0,56801.29,14958.17,Yes,Masters,Male,663.0,Employed
42.0,85033.33,15564.63,Yes,High School,Male,651.0,Employed
37.0,49817.68,23686.87,Yes,Bachelors,Female,678.0,Employed
30.0,44027.44,11263.44,Yes,PhD,Female,750.0,Employed
42.0,54295.95,14294.73,No,Bachelors,Male,668.0,Employed
45.0,87667.9,12822.96,No,Bachelors,Female,763.0,Employed
39.0,76783.17,7985.56,No,Bachelors,Male,722.0,Employed
54.0,34335.16,29558.64,No,Masters,Male,662.0,Employed
43.0,81945.47,10319.36,Yes,Masters,Male,707.0,Employed
47.0,69029.84,16847.0,No,Masters,Male,759.0,Employed
39.0,,23501.09,Yes,High School,Male,785.0,Employed
45.0,65160.4,8803.1,Yes,Masters,Female,757.0,Self-Employed
30.0,43327.42,19380.3,Yes,High School,Male,768.0,Employed
33.0,73464.82,7303.08,Yes,Masters,Female,721.0,Employed
41.0,44648.97,10988.0,Yes,Masters,Female,699.0,Employed
41.0,62999.88,17806.58,Yes,Bachelors,Female,710.0,Employed
43.0,63025.79,13636.39,Yes,Bachelors,Female,,Unemployed
49.0,85398.19,22272.59,Yes,Bachelors,Male,,Self-Employed
24.0,70794.88,15642.52,No,High School,Female,723.0,Employed
,84119.82,17604.98,No,Bachelors,Female,740.0,Employed
40.0,46085.15,11550.73,No,Masters,Female,708.0,Employed
31.0,67844.0,9807.31,Yes,Bachelors,Male,786.0,Employed
72.0,80606.33,9220.22,Yes,High School,Female,738.0,Employed
43.0,94845.98,10325.27,Yes,Masters,Female,730.0,Employed
37.0,47216.29,11525.26,No,Masters,Male,730.0,Employed
33.0,53180.97,20785.5,Yes,Bachelors,Female,777.0,Employed
33.0,80105.74,,Yes,Bachelors,Male,700.0,Employed
38.0,102231.87,8611.34,Yes,PhD,Male,687.0,Employed
39.0,75717.6,12940.66,Yes,Masters,Female,743.0,Employed
33.0,47800.79,14848.2,Yes,High School,Female,750.0,Self-Employed
35.0,48191.12,29667.26,Yes,Bachelors,Male,748.0,Employed
51.0,72696.9,15042.89,No,Bachelors,Female,604.0,Unemployed
52.0,77151.53,17268.14,Yes,High School,Male,719.0,Employed
41.0,65574.53,10038.17,Yes,Bachelors,Male,723.0,Self-Employed
25.0,48418.59,18603.24,Yes,High School,Female,755.0,Employed
43.0,92028.3,21902.25,Yes,High School,Male,666.0,Employed
54.0,63025.6,14245.9,Yes,Bachelors,Female,751.0,Employed
52.0,80539.3,18077.48,Yes,PhD,Male,689.0,Employed
45.0,34536.64,17877.4,Yes,High School,Male,717.0,Self-Employed
52.0,94023.09,15347.27,Yes,Bachelors,Male,790.0,Employed
39.0,56303.8,21454.84,No,Masters,Female,730.0,Self-Employed
44.0,96893.69,11006.55,No,Masters,Male,730.0,Self-Employed
31.0,82254.75,10639.12,Yes,Masters,Female,749.0,Self-Employed
41.0,41425.2,15022.25,Yes,Masters,Female,755.0,Employed
51.0,74910.53,13133.3,Yes,Bachelors,Male,584.0,Employed
32.0,103130.65,442.57,Yes,Bachelors,Female,763.0,Employed
29.0,58041.65,11343.32,Yes,Bachelors,Male,783.0,Employed
39.0,103166.51,4349.64,Yes,Bachelors,Female,726.0,Employed
36.0,77714.67,13396.99,No,Masters,Female,630.0,Employed
44.0,96807.16,18566.17,No,Bachelors,Male,685.0,Employed
33.0,73189.72,15270.71,Yes,Bachelors,Male,662.0,Self-Employed
55.0,67520.48,15667.15,Yes,High School,Female,723.0,Unemployed
25.0,106743.26,14222.2,Yes,High School,Female,727.0,Employed
51.0,84428.04,16058.41,Yes,Bachelors,Female,777.0,Employed
30.0,65293.56,29124.66,Yes,High School,Female,790.0,Employed
20.0,78477.74,13239.32,Yes,Masters,Male,847.0,Employed
40.0,58703.09,14933.72,Yes,Masters,Male,685.0,Employed
35.0,72157.68,10677.34,Yes,Bachelors,Male,720.0,Employed
27.0,93912.44,5481.54,Yes,PhD,Male,719.0,Self-Employed
21.0,66762.93,16327.66,Yes,Masters,Male,686.0,Self-Employed
38.0,52509.58,20658.72,Yes,Bachelors,Male,734.0,Employed
48.0,50662.35,26600.24,Yes,Bachelors,Female,757.0,Employed
44.0,71472.36,14062.29,Yes,Bachelors,Male,835.0,Unemployed
39.0,53848.94,13704.11,Yes,Bachelors,Female,752.0,Employed
43.0,41345.18,19677.68,Yes,Masters,Female,666.0,Employed
38.0,46028.24,23560.97,Yes,Masters,Male,653.0,Employed
24.0,93501.99,8821.36,Yes,High School,Male,679.0,Employed
24.0,67152.55,18322.81,Yes,High School,Male,754.0,Self-Employed
36.0,71155.28,24139.27,Yes,Masters,Male,724.0,Employed
36.0,50667.82,13755.24,Yes,Bachelors,Male,656.0,Employed
47.0,58370.12,9209.26,Yes,Bachelors,Male,677.0,Employed
46.0,57724.91,18926.04,Yes,Masters,Male,774.0,Self-Employed
,64464.62,8272.38,Yes,Bachelors,Female,784.0,Unemployed
35.0,36832.02,20951.63,No,Masters,Female,610.0,Self-Employed
24.0,91793.5,24953.36,No,Bachelors,Female,734.0,Employed
42.0,69671.5,12499.42,Yes,Bachelors,Female,763.0,Employed
43.0,74041.72,23290.18,No,Masters,Female,703.0,Employed
14.0,88286.77,18156.37,No,Masters,Female,772.0,Employed
30.0,86754.85,21929.81,No,Bachelors,Female,809.0,Employed
31.0,58498.38,11750.63,No,Bachelors,Male,772.0,Employed
39.0,82089.35,18117.05,Yes,Masters,Male,,Employed
30.0,81883.58,16210.92,Yes,Bachelors,Female,676.0,Employed
38.0,76319.62,11071.88,Yes,Masters,Female,806.0,Employed
36.0,91222.41,13240.33,No,Bachelors,Male,673.0,Employed
36.0,85990.64,17880.59,Yes,Bachelors,Male,748.0,Employed
31.0,84547.39,9375.36,Yes,Bachelors,Female,,Self-Employed
32.0,,,Yes,High School,Female,669.0,Employed
27.0,70573.19,8614.6,Yes,High School,Male,787.0,Employed
42.0,71155.38,11121.55,Yes,High School,Female,790.0,Self-Employed
44.0,86384.07,16431.44,Yes,High School,Female,666.0,Self-Employed
30.0,66430.92,12467.29,No,Bachelors,Male,744.0,Employed
53.0,79632.15,21388.47,Yes,Bachelors,Male,713.0,Unemployed
35.0,58797.85,7779.9,Yes,High School,Female,661.0,Self-Employed
53.0,24410.07,17565.5,Yes,High School,Male,,Employed
32.0,81957.48,13165.19,Yes,Bachelors,Male,701.0,Employed
18.0,39026.39,14476.14,Yes,High School,Female,733.0,Unemployed
42.0,56017.68,18421.87,Yes,Bachelors,Male,821.0,Employed
40.0,86400.23,1827.57,Yes,Bachelors,Male,,Self-Employed
38.0,86635.25,4311.33,No,Bachelors,Male,733.0,Employed
32.0,93505.44,14686.68,No,Bachelors,Female,714.0,Employed
38.0,29605.56,13887.53,No,High School,Female,,Self-Employed
33.0,75920.27,7859.38,Yes,PhD,Female,689.0,Self-Employed
35.0,64846.3,25025.94,No,Masters,Female,777.0,Employed
46.0,89764.32,9207.03,No,Bachelors,Female,768.0,Self-Employed
40.0,99527.2,12338.5,No,Bachelors,Male,656.0,Employed
44.0,43821.7,20750.0,Yes,Bachelors,Female,705.0,Self-Employed
36.0,70317.65,11624.56,Yes,Bachelors,Male,653.0,Employed
35.0,86652.64,10660.76,Yes,Masters,Female,755.0,Employed
26.0,63240.03,16945.33,Yes,Bachelors,Male,740.0,Employed
34.0,104913.89,11284.48,Yes,PhD,Male,649.0,Self-Employed
5.0,61970.61,16974.24,Yes,PhD,Male,750.0,Employed
32.0,63995.97,17565.38,Yes,Bachelors,Male,764.0,Unemployed
37.0,48533.85,16896.3,Yes,PhD,Female,758.0,Employed
44.0,73078.41,20894.86,Yes,Masters,Female,708.0,Employed
35.0,9636.03,13070.7,Yes,Masters,Male,750.0,Employed
41.0,65044.71,12479.73,No,High School,Female,768.0,Employed
16.0,95379.39,14572.36,Yes,Bachelors,Male,613.0,Employed
37.0,42064.67,851.23,Yes,PhD,Female,752.0,Employed
21.0,37633.95,16068.41,No,Bachelors,Female,627.0,Employed
26.0,92324.47,13351.8,Yes,High School,Male,695.0,Employed
36.0,95034.06,16912.28,Yes,Bachelors,Female,708.0,Employed
51.0,42886.25,10518.4,Yes,High School,Male,749.0,Self-Employed
42.0,104654.92,21726.41,Yes,High School,Female,715.0,Employed
38.0,78649.04,13961.21,Yes,Bachelors,Male,,Employed
38.0,90974.88,19177.8,No,Bachelors,Female,695.0,Employed
31.0,54162.6,12462.54,Yes,Masters,Male,754.0,Employed
33.0,99781.18,17333.45,No,Bachelors,Female,745.0,Employed
42.0,64639.67,7223.97,Yes,High School,Female,732.0,Employed
24.0,63759.3,4017.39,Yes,Masters,Male,703.0,Employed
44.0,79647.56,13965.41,No,Masters,Male,710.0,Employed
34.0,62159.5,14899.38,Yes,Masters,Male,717.0,Employed
46.0,39585.88,14519.07,Yes,PhD,Female,683.0,Employed
48.0,72635.35,13553.99,No,High School,Female,717.0,Unemployed
21.0,63635.14,12992.11,Yes,Bachelors,Male,735.0,Employed
32.0,54641.77,18376.82,No,Masters,Male,722.0,Employed
29.0,94810.54,23919.47,Yes,Masters,Male,668.0,Employed
20.0,117846.53,27937.05,No,Bachelors,Male,707.0,Employed
28.0,,20472.5,Yes,Masters,Male,723.0,Unemployed
62.0,73948.82,3561.77,No,Masters,Female,698.0,Self-Employed
44.0,62031.21,20254.46,Yes,Bachelors,Male,730.0,Employed
57.0,115767.99,20190.8,Yes,PhD,Female,695.0,Self-Employed
46.0,79834.7,14496.22,Yes,Bachelors,Male,729.0,Employed
31.0,88539.11,19636.18,No,Masters,Female,754.0,Employed
34.0,93636.65,16800.81,Yes,Bachelors,Male,702.0,Employed
44.0,72603.08,14926.31,Yes,High School,Female,739.0,Employed
42.0,66272.33,16266.23,Yes,High School,Female,780.0,Self-Employed
32.0,100378.65,12229.51,No,Bachelors,Female,712.0,Employed
23.0,85557.77,5801.17,No,High School,Male,752.0,Unemployed
71.0,53082.01,5612.85,No,Bachelors,Male,692.0,Self-Employed
37.0,55515.77,19584.84,Yes,Masters,Female,733.0,Employed
35.0,62206.94,9870.94,Yes,PhD,Female,703.0,Employed
39.0,93184.37,7352.45,No,Bachelors,Male,626.0,Self-Employed
36.0,,7250.63,Yes,PhD,Female,793.0,Employed
39.0,113034.57,12619.67,Yes,Bachelors,Female,702.0,Employed
51.0,55825.93,22579.38,No,Bachelors,Male,744.0,Employed
37.0,72804.13,14274.33,Yes,Masters,Male,708.0,Employed
26.0,61995.96,7844.37,Yes,Masters,Male,667.0,Employed
36.0,66353.09,22408.6,Yes,Bachelors,Male,783.0,Employed
33.0,88597.58,16633.0,Yes,Bachelors,Female,753.0,Employed
52.0,69082.42,13267.42,Yes,Masters,Male,677.0,Employed
50.0,96317.15,17427.28,Yes,Bachelors,Female,761.0,Employed
39.0,59674.03,15058.37,Yes,PhD,Female,801.0,Employed
25.0,84828.33,11413.25,Yes,Bachelors,Male,734.0,Employed
26.0,,12266.37,Yes,Bachelors,Male,768.0,Employed
38.0,33255.51,8815.7,Yes,Bachelors,Male,787.0,Self-Employed
41.0,49570.63,12651.41,Yes,Masters,Female,681.0,Employed
34.0,72482.59,19651.74,Yes,High School,Female,750.0,Employed
33.0,108429.96,19514.77,Yes,Bachelors,Female,652.0,Employed
32.0,60808.25,14120.48,No,Masters,Male,716.0,Self-Employed
38.0,66616.23,14175.33,No,High School,Female,695.0,Employed
14.0,79793.4,9832.57,Yes,Masters,Male,697.0,Self-Employed
27.0,58011.57,16979.92,Yes,Bachelors,Male,679.0,Employed
,60324.82,8083.54,No,Masters,Female,676.0,Employed
50.0,71442.29,19158.76,Yes,Bachelors,Female,664.0,Employed
30.0,61268.67,,No,Masters,Female,637.0,Self-Employed
40.0,34340.14,13674.16,Yes,Masters,Female,700.0,Employed
40.0,56996.6,17177.3,Yes,Masters,Male,649.0,Unemployed
51.0,82298.39,13293.99,No,Masters,Male,683.0,Employed
51.0,82920.06,15943.45,Yes,PhD,Female,672.0,Self-Employed
37.0,96724.67,16074.27,Yes,High School,Male,648.0,Employed
33.0,95110.72,20833.04,Yes,Bachelors,Female,735.0,Employed
31.0,51996.25,17447.16,No,High School,Male,724.0,Employed
36.0,55091.67,20243.22,Yes,High School,Female,732.0,Employed
34.0,55974.38,16965.73,Yes,Bachelors,Female,722.0,Unemployed
44.0,66958.77,14713.24,No,Masters,Male,751.0,Employed
42.0,57534.6,17573.98,Yes,Bachelors,Male,709.0,Self-Employed
44.0,66509.46,16724.63,Yes,Bachelors,Male,799.0,Employed
51.0,52556.06,13193.9,Yes,Bachelors,Male,652.0,Employed
57.0,85688.11,7961.77,Yes,PhD,Female,646.0,Unemployed
39.0,51038.73,12388.82,Yes,High School,Male,614.0,Employed
49.0,50048.56,12351.77,No,PhD,Male,627.0,Self-Employed
34.0,80404.58,17776.2,Yes,Bachelors,Male,697.0,Unemployed
50.0,84446.0,14674.61,No,Masters,Male,707.0,Employed
49.0,65497.55,10937.36,No,Bachelors,Male,768.0,Employed
48.0,87379.76,14176.96,No,Bachelors,Male,705.0,Employed
39.0,85935.75,13396.86,Yes,Bachelors,Female,797.0,Employed
31.0,107982.78,10405.86,Yes,High School,Male,733.0,Employed
24.0,84658.52,22335.51,Yes,Masters,Male,746.0,Employed
,104144.06,14069.02,Yes,PhD,Male,764.0,Employed
53.0,71238.58,11041.0,Yes,PhD,Male,701.0,Unemployed
35.0,97992.52,6688.78,Yes,Bachelors,Female,804.0,Employed
46.0,98415.33,15437.33,Yes,High School,Male,740.0,Employed
46.0,67147.73,17590.51,No,High School,Female,803.0,Employed
35.0,56229.19,11741.9,No,Bachelors,Male,772.0,Employed
51.0,59746.48,15701.44,No,High School,Female,748.0,Employed
9.0,78302.48,9543.1,Yes,PhD,Male,702.0,Employed
,47005.86,13853.31,No,Masters,Male,716.0,Self-Employed
29.0,60925.38,20423.45,Yes,Bachelors,Male,737.0,Self-Employed
30.0,93944.61,13832.56,No,Masters,Male,663.0,Employed
41.0,83336.68,11778.61,Yes,High School,Male,608.0,Employed
41.0,22947.22,21710.93,Yes,High School,Female,700.0,Self-Employed
42.0,43347.06,15989.15,Yes,Masters,Male,703.0,Employed
44.0,113177.73,12484.48,Yes,PhD,Male,746.0,Employed
28.0,93591.35,10672.1,Yes,Bachelors,Female,787.0,Employed
26.0,58341.46,9255.61,Yes,High School,Female,,Employed
42.0,40231.36,17133.91,No,Bachelors,Female,660.0,Employed
32.0,45009.86,18835.07,No,Bachelors,Male,720.0,Employed
22.0,80183.22,15000.55,No,Masters,Female,728.0,Employed
48.0,109538.57,14007.88,No,Bachelors,Female,709.0,Employed
52.0,108265.15,17941.44,Yes,High School,Male,674.0,Employed
54.0,,7910.12,Yes,Bachelors,Male,819.0,Unemployed
40.0,64084.57,15379.47,No,Bachelors,Male,760.0,Employed
44.0,52859.05,15086.1,Yes,Bachelors,Male,751.0,Employed
52.0,72739.01,17073.21,Yes,Bachelors,Female,630.0,Employed
32.0,43378.78,17394.59,Yes,Bachelors,Female,659.0,Self-Employed
49.0,59083.63,12960.16,No,Masters,Male,643.0,Employed
41.0,52654.78,24272.09,No,Bachelors,Female,706.0,Employed
47.0,80472.09,9576.79,No,Bachelors,Male,779.0,Self-Employed
40.0,59702.82,12617.48,No,High School,Male,710.0,Unemployed
51.0,62576.45,19290.19,Yes,PhD,Female,704.0,Employed
40.0,80218.37,11825.4,No,High School,Male,637.0,Employed
23.0,102850.42,15557.17,Yes,Bachelors,Male,735.0,Employed
53.0,112315.51,12337.53,No,Masters,Male,696.0,Employed
29.0,79120.25,13043.51,No,Bachelors,Female,,Employed
51.0,68228.52,8527.7,Yes,Bachelors,Male,681.0,Self-Employed
37.0,96324.95,18803.8,Yes,Masters,Male,711.0,Employed
50.0,93343.29,18914.98,Yes,Masters,Male,690.0,Employed
49.0,87636.22,18897.73,Yes,Masters,Male,702.0,Employed
42.0,38413.19,12853.54,No,High School,Female,755.0,Self-Employed
43.0,94163.51,16660.76,Yes,Masters,Female,661.0,Employed
42.0,77164.03,24975.69,Yes,High School,Male,710.0,Employed
18.0,52125.95,16450.85,Yes,High School,Male,718.0,Employed
39.0,56562.48,9219.0,Yes,High School,Male,751.0,Self-Employed
27.0,81640.65,10729.94,No,Bachelors,Male,701.0,Self-Employed
40.0,19767.23,10494.06,Yes,Bachelors,Female,772.0,Self-Employed
27.0,67490.54,21604.45,Yes,Bachelors,Female,619.0,Employed
26.0,56898.75,16971.53,Yes,Masters,Male,743.0,Employed
54.0,54861.18,7129.97,Yes,Masters,Female,719.0,Employed
49.0,60856.14,21514.65,Yes,High School,Female,768.0,Self-Employed
38.0,40411.99,17833.33,Yes,PhD,Male,668.0,Employed
40.0,91049.6,15872.06,Yes,Bachelors,Female,805.0,Employed
36.0,27442.1,22586.31,Yes,Bachelors,Male,788.0,Self-Employed
44.0,73385.75,13854.79,Yes,Bachelors,Male,697.0,Employed
31.0,53048.84,21809.69,Yes,PhD,Male,741.0,Self-Employed
48.0,109671.57,3952.24,Yes,Masters,Male,665.0,Employed
35.0,70453.73,11335.05,Yes,Bachelors,Female,751.0,Employed
34.0,27533.34,18958.93,No,High School,Male,678.0,Employed
38.0,80936.42,23391.02,Yes,Bachelors,Female,735.0,Employed
32.0,48148.47,8911.08,No,Masters,Female,670.0,Employed
41.0,89697.78,12909.59,No,Bachelors,Female,779.0,Self-Employed
33.0,82354.45,15831.05,Yes,High School,Male,749.0,Unemployed
43.0,99451.91,,Yes,Bachelors,Female,819.0,Self-Employed
50.0,73740.64,13683.73,Yes,Masters,Female,729.0,Self-Employed
31.0,86382.98,22912.28,Yes,Bachelors,Male,644.0,Employed
37.0,70855.08,9843.08,No,High School,Male,734.0,Employed
43.0,58206.92,13798.12,Yes,PhD,Female,847.0,Employed
34.0,91315.1,16364.94,Yes,High School,Female,708.0,Self-Employed
,45390.32,17327.21,Yes,Masters,Male,745.0,Employed
44.0,69273.86,10676.3,Yes,Bachelors,Male,752.0,Employed
49.0,58628.69,14108.52,Yes,Masters,Male,657.0,Employed
32.0,86841.88,13550.79,Yes,High School,Male,733.0,Self-Employed
29.0,51066.39,16518.16,Yes,High School,Female,755.0,Employed
35.0,61823.35,9119.17,Yes,Bachelors,Male,756.0,Employed
28.0,70878.27,21357.07,Yes,PhD,Female,700.0,Unemployed
44.0,99754.46,16290.21,Yes,Bachelors,Female,674.0,Self-Employed
26.0,59349.67,20335.55,Yes,Bachelors,Male,683.0,Self-Employed
61.0,61982.16,12143.73,Yes,High School,Male,708.0,Unemployed
51.0,43035.97,8899.01,Yes,Masters,Female,726.0,Employed
38.0,50340.1,10227.29,Yes,Masters,Female,653.0,Self-Employed
47.0,78259.63,18503.35,Yes,Bachelors,Female,773.0,Employed
22.0,70641.37,12796.04,Yes,Bachelors,Male,764.0,Self-Employed
63.0,70962.06,6900.83,Yes,Masters,Male,845.0,Employed
32.0,104824.3,,Yes,High School,Female,735.0,Unemployed
37.0,36554.44,13396.06,No,Bachelors,Female,711.0,Employed
19.0,116356.43,13523.35,Yes,Bachelors,Female,644.0,Employed
43.0,93565.49,6448.91,Yes,Bachelors,Female,644.0,Self-Employed
27.0,63484.14,7455.05,Yes,Masters,Male,668.0,Employed
39.0,77824.66,12260.01,Yes,Masters,Male,656.0,Unemployed
33.0,56343.1,,No,Bachelors,Female,696.0,Employed
27.0,76384.66,12153.25,Yes,Bachelors,Male,682.0,Employed
30.0,112996.87,19162.57,No,High School,Female,775.0,Unemployed
40.0,,9679.38,Yes,PhD,Male,747.0,Employed
25.0,65359.89,10471.46,Yes,Bachelors,Male,752.0,Employed
31.0,54864.68,12364.43,Yes,Bachelors,Male,640.0,Employed
45.0,58077.73,10183.26,Yes,Bachelors,Female,722.0,Employed
64.0,61946.12,13923.0,No,High School,Female,638.0,Employed
43.0,48102.29,20138.24,Yes,High School,Female,750.0,Employed
29.0,64727.76,13562.54,Yes,Bachelors,Male,683.0,Employed
34.0,71084.65,16291.08,Yes,Masters,Male,654.0,Employed
38.0,61937.0,3394.35,Yes,Bachelors,Male,698.0,Self-Employed
35.0,24018.09,15407.69,Yes,Bachelors,Male,688.0,Employed
47.0,66913.65,,Yes,Bachelors,Male,757.0,Employed
40.0,69054.57,15491.31,Yes,PhD,Male,693.0,Employed
47.0,107950.83,,Yes,Bachelors,Female,721.0,Employed
35.0,70536.37,16427.73,No,PhD,Female,674.0,Employed
51.0,88711.72,22840.04,Yes,Masters,Male,693.0,Self-Employed
36.0,61486.01,21768.89,Yes,Bachelors,Female,670.0,Employed
28.0,95963.49,9890.22,No,Masters,Female,,Employed
60.0,51109.14,21013.17,Yes,Bachelors,Male,746.0,Employed
20.0,80099.78,21880.36,Yes,High School,Male,736.0,Unemployed
31.0,86807.31,6449.32,Yes,Bachelors,Male,786.0,Employed
32.0,83872.12,15130.59,No,Masters,Male,653.0,Employed
63.0,113283.0,17627.75,Yes,Masters,Male,713.0,Self-Employed
56.0,58312.71,998.13,Yes,Bachelors,Male,692.0,Employed
53.0,98275.67,11598.18,Yes,Bachelors,Female,724.0,Employed
35.0,93112.9,11421.13,No,High School,Male,726.0,Employed
62.0,70989.33,11774.46,Yes,Masters,Female,674.0,Employed
42.0,106785.22,20223.16,Yes,Bachelors,Female,734.0,Employed
48.0,67068.84,14717.23,Yes,High School,Male,713.0,Employed
40.0,70446.33,17105.94,Yes,High School,Male,787.0,Employed
38.0,69890.33,15447.24,Yes,Bachelors,Female,648.0,Employed
35.0,44536.29,27340.57,Yes,Bachelors,Female,691.0,Self-Employed
36.0,85230.28,19982.1,Yes,PhD,Female,785.0,Employed
44.0,82107.96,14912.15,No,Masters,Male,730.0,Employed
42.0,67906.41,13679.89,Yes,Masters,Male,674.0,Employed
38.0,105250.69,,Yes,Masters,Male,717.0,Employed
53.0,61255.6,10133.94,No,Bachelors,Male,625.0,Self-Employed
8.0,35404.05,9015.47,No,Masters,Male,751.0,Employed
43.0,108044.12,19910.25,Yes,High School,Female,677.0,Employed
45.0,90222.19,10524.98,Yes,Bachelors,Male,722.0,Employed
49.0,82520.83,18210.17,Yes,PhD,Female,728.0,Employed
37.0,63211.09,12482.38,Yes,PhD,Female,705.0,Employed
40.0,76841.83,11244.54,Yes,High School,Female,591.0,Employed
48.0,44792.43,13348.7,No,Bachelors,Female,704.0,Unemployed
53.0,65497.14,23959.56,No,Masters,Male,595.0,Employed
35.0,51926.05,30188.41,Yes,High School,Female,798.0,Employed
41.0,75237.63,13167.52,Yes,High School,Male,704.0,Employed
55.0,88469.37,12709.11,No,Bachelors,Male,675.0,Employed
17.0,49047.5,19775.05,Yes,Bachelors,Male,615.0,Employed
31.0,84498.25,,Yes,High School,Female,749.0,Employed
53.0,73994.97,11733.46,Yes,Masters,Female,,Employed
49.0,83677.05,17453.91,Yes,High School,Male,710.0,Unemployed
43.0,65155.5,18837.6,Yes,High School,Female,717.0,Employed
34.0,84080.31,13799.92,Yes,High School,Female,678.0,Employed
29.0,56083.87,13939.69,Yes,Bachelors,Male,680.0,Unemployed
32.0,36354.96,23574.89,No,PhD,Female,781.0,Employed
53.0,40921.36,10895.74,Yes,Masters,Male,701.0,Employed
32.0,59944.67,12299.83,Yes,Bachelors,Male,737.0,Employed
39.0,37749.53,12687.3,Yes,Bachelors,Male,700.0,Employed
30.0,101007.45,23495.27,No,High School,Female,711.0,Employed
46.0,68343.38,5116.62,No,Masters,Female,825.0,Employed
33.0,88385.45,19112.05,No,Masters,Female,788.0,Unemployed
37.0,85741.37,14852.51,Yes,Masters,Male,755.0,Employed
21.0,70128.34,,No,Masters,Male,715.0,Unemployed
22.0,140730.63,,No,Bachelors,Male,760.0,Self-Employed
,128552.9,4243.06,Yes,Bachelors,Female,631.0,Employed
25.0,97837.85,23057.44,Yes,Masters,Female,716.0,Self-Employed
59.0,51896.23,13819.95,Yes,Bachelors,Female,682.0,Employed
17.0,,4796.57,Yes,High School,Female,755.0,Employed
30.0,35029.35,12972.87,Yes,High School,Male,760.0,Employed
38.0,97934.93,15180.51,Yes,Masters,Male,778.0,Employed
34.0,18877.56,9754.25,Yes,High School,Male,716.0,Employed
27.0,63620.87,7343.02,Yes,High School,Male,716.0,Employed
28.0,,16482.96,Yes,High School,Male,751.0,Self-Employed
28.0,77704.0,8780.91,No,PhD,Female,784.0,Employed
35.0,40428.5,9870.23,No,Masters,Male,649.0,Employed
58.0,73405.97,21786.68,No,Bachelors,Female,712.0,Employed
39.0,77712.48,13347.22,Yes,Masters,Female,605.0,Employed
50.0,74095.71,8913.99,Yes,Bachelors,Female,769.0,Employed
43.0,61854.4,10522.09,Yes,High School,Female,685.0,Employed
,87101.63,16931.04,Yes,PhD,Female,741.0,Self-Employed
10.0,92898.23,17109.6,Yes,Masters,Female,653.0,Employed
35.0,66916.2,,No,Masters,Male,716.0,Employed
51.0,100393.1,19021.38,No,High School,Male,694.0,Unemployed
32.0,66874.79,16667.62,No,Masters,Female,681.0,Employed
56.0,60203.71,18040.11,Yes,Masters,Male,768.0,Employed
53.0,97138.2,12621.93,No,Bachelors,Male,675.0,Unemployed
33.0,96408.46,9410.9,Yes,Bachelors,Male,780.0,Employed
33.0,57597.82,21789.82,Yes,Bachelors,Male,798.0,Employed
28.0,54694.98,19401.27,No,High School,Female,694.0,Employed
32.0,105287.7,13592.82,Yes,High School,Male,805.0,Employed
26.0,67946.76,11678.17,No,Bachelors,Female,766.0,Self-Employed
42.0,70065.71,26430.7,Yes,Bachelors,Male,833.0,Self-Employed
23.0,64955.05,10477.59,No,Bachelors,Male,810.0,Self-Employed
44.0,96432.22,16136.15,Yes,High School,Female,730.0,Employed
44.0,,11648.79,No,Bachelors,Male,773.0,Employed
21.0,71399.73,,No,High School,Female,708.0,Self-Employed
53.0,118354.44,11248.84,Yes,Bachelors,Female,787.0,Employed
43.0,58909.85,,Yes,Masters,Male,663.0,Self-Employed
45.0,64343.96,16950.81,Yes,PhD,Male,698.0,Employed
30.0,83461.75,18283.94,Yes,Masters,Male,686.0,Self-Employed
44.0,53660.19,11676.88,No,Masters,Female,,Unemployed
49.0,83204.25,28031.49,Yes,High School,Male,704.0,Employed
37.0,59630.11,16416.5,No,Masters,Male,720.0,Employed
58.0,39117.49,15836.37,Yes,High School,Male,753.0,Employed
38.0,35149.94,16934.75,Yes,Bachelors,Female,726.0,Self-Employed
49.0,63524.19,12035.13,No,Bachelors,Male,743.0,Employed
41.0,78352.23,10111.96,No,Bachelors,Female,671.0,Employed
44.0,42776.21,11193.27,Yes,Masters,Male,688.0,Unemployed
21.0,73571.83,12274.56,Yes,Masters,Male,698.0,Employed
42.0,73628.43,17803.23,No,High School,Male,715.0,Employed
31.0,66647.16,13111.03,No,Bachelors,Female,782.0,Employed
30.0,51475.06,18093.65,Yes,Bachelors,Female,724.0,Unemployed
55.0,74804.74,8692.04,Yes,High School,Male,683.0,Employed
36.0,67153.28,11778.52,No,Bachelors,Female,751.0,Employed
28.0,89634.87,11438.53,No,Masters,Male,724.0,Employed
34.0,44143.87,-4085.22,No,Masters,Male,708.0,Self-Employed
25.0,72279.3,,No,Bachelors,Female,789.0,Employed
52.0,44563.14,9811.97,Yes,Masters,Male,759.0,Unemployed
31.0,65258.52,17285.59,Yes,Masters,Female,717.0,Employed
,48098.4,18663.08,No,Masters,Female,714.0,Self-Employed
52.0,51654.42,7998.7,Yes,Bachelors,Male,704.0,Employed
,69923.08,13772.78,No,Bachelors,Female,651.0,Self-Employed
43.0,58687.47,8601.4,Yes,Bachelors,Male,706.0,Employed
28.0,99333.9,16622.43,No,High School,Female,720.0,Employed
62.0,93583.3,11564.84,No,Bachelors,Male,654.0,Employed
47.0,86095.05,12329.76,Yes,High School,Male,665.0,Employed
36.0,85699.11,13916.03,No,Bachelors,Female,836.0,Employed
30.0,72605.28,16429.58,No,Masters,Male,801.0,Self-Employed
37.0,96095.92,15275.51,Yes,PhD,Female,683.0,Employed
35.0,64119.14,16966.01,No,Bachelors,Female,683.0,Self-Employed
58.0,112387.44,18593.85,No,Bachelors,Female,747.0,Employed
26.0,51156.17,14334.44,Yes,Masters,Male,699.0,Self-Employed
39.0,47423.49,9822.03,No,Bachelors,Male,724.0,Self-Employed
38.0,42100.52,6993.51,Yes,High School,Female,,Self-Employed
37.0,45582.67,11185.83,Yes,Bachelors,Male,695.0,Employed
37.0,37412.88,16124.23,Yes,Masters,Male,645.0,Employed
37.0,,8084.58,No,Masters,Male,679.0,Employed
47.0,87076.44,20368.92,Yes,Bachelors,Female,700.0,Unemployed
44.0,70682.75,9745.57,Yes,PhD,Female,688.0,Employed
42.0,42294.18,14435.46,Yes,Bachelors,Female,657.0,Employed
8.0,60606.41,22381.63,No,PhD,Female,803.0,Employed
41.0,86829.72,14088.77,Yes,Masters,Male,745.0,Employed
21.0,63161.42,9539.57,No,Bachelors,Female,709.0,Employed
44.0,54032.37,2449.25,Yes,PhD,Female,752.0,Employed
53.0,39724.31,17030.76,No,High School,Female,707.0,Employed
29.0,61545.13,16550.95,Yes,Bachelors,Female,838.0,Self-Employed
35.0,55948.75,17880.43,Yes,Masters,Male,865.0,Employed
32.0,68272.54,15565.45,Yes,Bachelors,Female,805.0,Employed
50.0,79527.59,12317.59,No,PhD,Male,770.0,Employed
39.0,64350.57,11068.16,Yes,Bachelors,Male,701.0,Unemployed
55.0,,15208.62,No,Masters,Male,624.0,Employed
42.0,79440.1,19949.83,Yes,Bachelors,Male,787.0,Employed
40.0,45403.82,202.84,Yes,Bachelors,Female,695.0,Employed
39.0,107720.83,19693.46,Yes,Masters,Female,721.0,Employed
46.0,55171.45,13547.51,Yes,Bachelors,Female,741.0,Employed
21.0,80331.12,14163.74,No,Bachelors,Female,749.0,Employed
39.0,47280.31,18476.2,Yes,Bachelors,Male,738.0,Employed
37.0,72202.85,14146.14,Yes,Masters,Male,681.0,Unemployed
45.0,72934.64,16128.96,Yes,Bachelors,Female,712.0,Employed
36.0,103181.99,6830.56,Yes,Masters,Female,704.0,Self-Employed
28.0,65347.62,13612.89,Yes,Masters,Female,774.0,Employed
38.0,95989.39,17532.03,No,Bachelors,Female,704.0,Employed
,75809.17,13041.77,Yes,Bachelors,Male,706.0,Self-Employed
19.0,107042.14,13341.82,Yes,Bachelors,Female,725.0,Self-Employed
45.0,34398.01,15820.23,Yes,PhD,Male,705.0,Employed
44.0,79643.38,17155.5,Yes,Masters,Female,720.0,Self-Employed
43.0,16542.1,22608.3,Yes,Bachelors,Male,667.0,Self-Employed
51.0,68838.61,17197.79,Yes,PhD,Male,664.0,Self-Employed
31.0,90419.85,21757.58,Yes,Masters,Male,691.0,Employed
24.0,98912.34,14514.96,No,Masters,Female,736.0,Employed
37.0,84772.49,3157.24,Yes,Masters,Female,676.0,Employed
35.0,64188.76,12859.48,Yes,PhD,Male,733.0,Employed
30.0,80902.58,10949.59,No,High School,Female,768.0,Employed
37.0,120327.52,14684.75,No,PhD,Male,646.0,Employed
32.0,71507.57,13394.12,No,Bachelors,Female,672.0,Employed
20.0,89220.73,,Yes,Masters,Female,652.0,Employed
34.0,61412.95,11648.31,Yes,Bachelors,Male,650.0,Employed
27.0,91408.56,16078.44,No,Bachelors,Male,605.0,Unemployed
,88121.12,16848.57,Yes,Bachelors,Male,729.0,Employed
31.0,57789.73,15177.1,Yes,Masters,Female,675.0,Employed
49.0,,7683.53,Yes,Masters,Male,730.0,Employed
54.0,86495.68,19468.83,Yes,Bachelors,Female,768.0,Employed
45.0,84798.85,18098.66,Yes,High School,Male,672.0,Employed
22.0,69177.08,14043.44,No,Bachelors,Female,759.0,Employed
53.0,94581.85,5944.26,No,Bachelors,Male,777.0,Unemployed
54.0,51301.49,16510.09,No,Masters,Male,687.0,Employed
38.0,70194.96,12360.46,Yes,Bachelors,Male,621.0,Employed
51.0,72228.05,12252.33,Yes,PhD,Male,660.0,Employed
32.0,93427.46,14608.74,Yes,Masters,Female,842.0,Employed
19.0,50670.5,22276.53,No,Bachelors,Male,707.0,Self-Employed
30.0,74821.9,15734.69,Yes,Bachelors,Female,771.0,Self-Employed
55.0,60153.34,14446.69,Yes,High School,Male,721.0,Employed
23.0,72189.05,12392.58,Yes,PhD,Female,632.0,Employed
38.0,77845.87,15155.5,No,Bachelors,Female,,Unemployed
38.0,44431.47,14994.36,Yes,Bachelors,Male,689.0,Employed
33.0,95281.21,18015.14,Yes,Bachelors,Female,818.0,Employed
34.0,78556.63,12342.61,Yes,Masters,Male,683.0,Employed
39.0,52828.08,10939.73,Yes,Masters,Male,805.0,Employed
32.0,63176.42,12785.67,No,Bachelors,Male,804.0,Employed
24.0,99883.93,14564.71,Yes,Bachelors,Male,648.0,Employed
40.0,78317.02,14893.83,Yes,PhD,Male,755.0,Self-Employed
49.0,50702.41,14951.22,No,Bachelors,Female,702.0,Employed
47.0,54329.9,10045.26,No,Bachelors,Female,778.0,Employed
30.0,82495.84,14572.76,No,High School,Female,,Employed
25.0,84895.91,18418.15,Yes,Masters,Male,729.0,Employed
35.0,77257.31,21361.27,Yes,Bachelors,Female,699.0,Self-Employed
54.0,64170.74,19922.09,Yes,High School,Female,749.0,Unemployed
44.0,86193.67,14696.12,Yes,Bachelors,Female,649.0,Employed
45.0,63762.18,14208.45,Yes,Masters,Male,767.0,Employed
47.0,52906.17,21215.23,Yes,Bachelors,Male,762.0,Self-Employed
42.0,101732.29,14450.64,Yes,Masters,Male,746.0,Employed
39.0,79775.92,19335.59,No,PhD,Female,673.0,Employed
45.0,54304.18,14854.52,Yes,High School,Male,672.0,Employed
33.0,72685.1,3004.15,Yes,Bachelors,Female,687.0,Employed
24.0,70545.89,18320.1,Yes,Bachelors,Female,675.0,Employed
45.0,63001.65,19831.27,No,PhD,Male,735.0,Employed
50.0,74671.0,13359.66,Yes,Bachelors,Female,694.0,Employed
27.0,51429.45,9213.55,Yes,High School,Male,701.0,Employed
46.0,87472.8,22607.98,Yes,Bachelors,Female,697.0,Employed
55.0,69876.78,14270.72,Yes,Bachelors,Female,662.0,Employed
38.0,37810.91,13281.11,No,High School,Male,,Employed
30.0,65436.96,17244.36,Yes,High School,Female,775.0,Employed
39.0,57682.67,28681.52,Yes,Masters,Female,762.0,Employed
32.0,10191.87,17420.56,Yes,Bachelors,Female,744.0,Employed
32.0,66883.72,15891.27,No,PhD,Male,795.0,Self-Employed
42.0,90735.56,15348.9,Yes,PhD,Male,693.0,Employed
22.0,67843.7,23270.53,Yes,Masters,Male,703.0,Employed
24.0,84162.88,17636.62,Yes,Masters,Female,770.0,Employed
38.0,70169.9,19319.08,Yes,Bachelors,Female,718.0,Employed
38.0,60872.58,16519.65,Yes,Masters,Male,674.0,Employed
41.0,55367.97,17679.29,No,Masters,Male,661.0,Employed
57.0,44344.1,13608.02,Yes,Masters,Female,674.0,Employed
39.0,88515.31,15846.63,Yes,High School,Male,784.0,Employed
44.0,84614.97,11569.39,No,Bachelors,Female,731.0,Self-Employed
28.0,64434.17,12459.86,Yes,Bachelors,Female,736.0,Unemployed
46.0,29514.69,17452.21,Yes,Masters,Female,722.0,Self-Employed
33.0,79441.68,11482.02,Yes,Bachelors,Male,685.0,Employed
39.0,51904.46,15652.52,Yes,Bachelors,Male,588.0,Unemployed
37.0,72877.65,13161.85,No,Bachelors,Female,638.0,Unemployed
48.0,39175.06,9379.39,Yes,Bachelors,Male,782.0,Employed
25.0,71839.98,16138.77,Yes,Bachelors,Female,758.0,Employed
15.0,67373.66,18877.32,Yes,Bachelors,Female,800.0,Employed
36.0,21805.66,8423.88,Yes,Masters,Male,733.0,Employed
43.0,102359.17,18044.78,Yes,Bachelors,Male,755.0,Unemployed
40.0,63486.11,9424.72,Yes,PhD,Female,656.0,Employed
50.0,64814.56,21777.78,Yes,Masters,Female,641.0,Employed
42.0,80693.54,17835.3,Yes,PhD,Male,774.0,Employed
32.0,68986.65,8423.64,No,Masters,Male,734.0,Self-Employed
15.0,77279.6,19264.87,Yes,Bachelors,Male,720.0,Self-Employed
36.0,,11933.8,No,Bachelors,Female,695.0,Unemployed
48.0,67156.37,10172.8,Yes,Masters,Male,810.0,Employed
34.0,31813.66,18608.8,No,PhD,Male,678.0,Employed
38.0,65247.06,21033.81,No,High School,Male,795.0,Employed
42.0,,17381.6,Yes,Bachelors,Male,,Self-Employed
28.0,39880.27,13141.84,No,Bachelors,Female,620.0,Employed
44.0,62985.03,15847.81,Yes,High School,Female,751.0,Employed
54.0,27521.37,12089.22,No,Bachelors,Male,716.0,Employed
36.0,70158.94,14128.1,Yes,Bachelors,Male,698.0,Employed
27.0,79323.49,17040.37,No,Bachelors,Female,726.0,Employed
37.0,77669.51,7868.55,No,Masters,Male,591.0,Unemployed
16.0,57962.64,17231.55,No,Bachelors,Female,730.0,Employed
41.0,27116.6,7937.65,Yes,Bachelors,Female,725.0,Self-Employed
43.0,45168.82,8631.21,Yes,Bachelors,Female,813.0,Employed
55.0,95129.51,18269.26,Yes,Masters,Male,837.0,Employed
36.0,87579.58,10779.7,Yes,Bachelors,Male,706.0,Employed
42.0,68173.21,10044.69,Yes,High School,Female,769.0,Employed
29.0,73245.86,13521.98,Yes,Bachelors,Female,787.0,Self-Employed
34.0,49447.62,12043.12,No,Bachelors,Female,725.0,Employed
23.0,95812.66,16156.92,Yes,Bachelors,Male,732.0,Employed
36.0,55617.01,15873.33,Yes,Bachelors,Female,701.0,Employed
35.0,78745.52,10072.09,Yes,High School,Female,655.0,Employed
41.0,43441.97,6445.19,Yes,High School,Male,776.0,Employed
32.0,66435.87,13985.82,Yes,Bachelors,Male,671.0,Employed
39.0,94968.75,20502.61,Yes,Bachelors,Male,,Employed
35.0,51061.34,14670.85,No,Bachelors,Female,773.0,Employed
35.0,84987.15,13261.99,Yes,High School,Female,651.0,Employed
39.0,48384.68,23651.8,No,Bachelors,Male,705.0,Employed
38.0,51961.78,18763.04,Yes,Bachelors,Male,791.0,Employed
46.0,69820.49,6361.82,Yes,Masters,Female,649.0,Employed
37.0,89432.8,13605.15,No,Bachelors,Male,698.0,Employed
,64036.29,16115.31,Yes,PhD,Female,656.0,Employed
36.0,82371.51,9661.84,Yes,High School,Female,769.0,Employed
31.0,92882.71,13535.44,No,PhD,Female,817.0,Self-Employed
34.0,54577.03,15106.48,No,Masters,Female,780.0,Employed
58.0,39496.69,13881.37,Yes,Bachelors,Male,738.0,Employed
29.0,62889.69,,Yes,Bachelors,Female,711.0,Unemployed
35.0,95461.77,22341.04,Yes,Bachelors,Male,759.0,Employed
34.0,53746.86,16334.11,Yes,Bachelors,Female,753.0,Employed
36.0,,,No,Bachelors,Male,657.0,Employed
35.0,64749.99,19380.44,Yes,Bachelors,Male,665.0,Employed
41.0,105124.24,14594.98,Yes,Bachelors,Male,642.0,Employed
21.0,114908.44,19958.77,No,High School,Female,732.0,Employed
48.0,90629.25,14478.53,No,Bachelors,Male,706.0,Self-Employed
44.0,37067.94,7619.38,Yes,Masters,Male,750.0,Self-Employed
26.0,21935.43,,Yes,Masters,Male,782.0,Employed
15.0,71223.54,20705.41,No,Masters,Female,737.0,Unemployed
28.0,88133.0,20163.81,Yes,Bachelors,Male,716.0,Employed
36.0,80020.2,8353.29,Yes,Masters,Female,784.0,Employed
64.0,55528.14,21965.19,Yes,Masters,Male,644.0,Employed
43.0,40280.29,20128.91,Yes,PhD,Female,723.0,Self-Employed
20.0,88595.82,11828.92,No,High School,Male,709.0,Employed
31.0,107171.97,14609.74,Yes,High School,Male,712.0,Employed
37.0,,3986.13,Yes,High School,Female,694.0,Employed
41.0,86504.25,11496.2,Yes,Masters,Male,785.0,Employed
25.0,122058.68,13942.78,Yes,Bachelors,Male,633.0,Self-Employed
37.0,66205.59,16546.55,Yes,Bachelors,Female,754.0,Employed
31.0,66610.29,14421.15,Yes,Bachelors,Male,670.0,Employed
27.0,81194.64,15693.75,Yes,Bachelors,Male,618.0,Self-Employed
41.0,64312.97,10159.04,Yes,PhD,Female,742.0,Unemployed
46.0,96784.66,16619.24,Yes,Bachelors,Female,746.0,Employed
46.0,61919.85,23415.75,Yes,Masters,Female,789.0,Self-Employed
44.0,69379.02,17197.23,Yes,Masters,Female,722.0,Employed
33.0,41151.11,15169.54,Yes,Bachelors,Male,768.0,Employed
45.0,65288.33,11297.12,Yes,Bachelors,Male,,Self-Employed
41.0,49848.41,13217.46,Yes,PhD,Male,728.0,Self-Employed
39.0,76921.28,8439.44,Yes,Masters,Male,656.0,Employed
32.0,36715.36,7771.84,Yes,Bachelors,Female,756.0,Unemployed
33.0,89597.75,14649.69,No,Masters,Male,765.0,Employed
39.0,52576.54,17772.08,Yes,High School,Male,675.0,Unemployed
62.0,105682.57,10721.7,Yes,High School,Female,702.0,Employed
41.0,97415.15,20978.78,Yes,High School,Male,632.0,Employed
32.0,80712.91,12195.81,Yes,Masters,Male,766.0,Employed
30.0,39240.2,14550.39,No,PhD,Female,672.0,Self-Employed
33.0,57442.22,19727.4,Yes,Masters,Male,752.0,Employed
60.0,52074.21,13434.61,No,Bachelors,Male,761.0,Employed
34.0,54577.47,18137.9,No,Masters,Male,751.0,Employed
47.0,101535.71,17863.31,Yes,High School,Male,725.0,Employed
34.0,66947.12,11630.35,Yes,Bachelors,Male,770.0,Employed
41.0,56842.72,11764.73,No,Bachelors,Male,715.0,Employed
46.0,55041.81,21111.87,Yes,Bachelors,Male,772.0,Unemployed
32.0,59363.24,21599.74,No,High School,Male,699.0,Employed
32.0,80652.39,18127.69,Yes,High School,Male,782.0,Employed
55.0,37458.19,10661.33,Yes,Bachelors,Female,732.0,Employed
48.0,71963.57,19342.39,No,Masters,Female,719.0,Employed
46.0,78470.94,13609.62,Yes,Bachelors,Female,721.0,Employed
46.0,35292.71,8656.66,Yes,PhD,Male,780.0,Employed
43.0,41649.46,11816.52,Yes,Bachelors,Female,698.0,Unemployed
58.0,69045.85,13881.37,Yes,Bachelors,Male,733.0,Unemployed
38.0,98819.65,20432.75,Yes,Bachelors,Female,671.0,Self-Employed
44.0,94054.56,10987.37,Yes,Masters,Male,696.0,Unemployed
23.0,57830.6,10171.25,No,High School,Male,747.0,Employed
30.0,98185.77,12586.23,Yes,Bachelors,Male,689.0,Self-Employed
26.0,63607.47,14390.54,No,High School,Female,768.0,Self-Employed
51.0,63435.86,18365.12,No,High School,Male,793.0,Self-Employed
12.0,71880.31,,No,Bachelors,Female,691.0,Employed
34.0,86789.3,3752.01,Yes,Bachelors,Male,693.0,Employed
8.0,57820.04,13220.92,Yes,Bachelors,Male,765.0,Employed
30.0,62039.01,15619.53,Yes,Bachelors,Female,735.0,Unemployed
33.0,45036.65,10648.02,Yes,PhD,Female,647.0,Employed
52.0,77020.53,11097.77,Yes,Bachelors,Female,679.0,Employed
42.0,88666.78,18122.91,Yes,Bachelors,Female,728.0,Employed
30.0,89892.5,18415.88,Yes,High School,Female,818.0,Self-Employed
49.0,42668.39,14113.97,Yes,Bachelors,Female,768.0,Employed
38.0,62342.07,17009.68,Yes,Masters,Female,846.0,Self-Employed
38.0,94909.36,17315.94,Yes,Bachelors,Female,721.0,Employed
26.0,74643.38,9515.9,Yes,PhD,Female,601.0,Employed
28.0,70682.1,9582.84,Yes,Bachelors,Male,845.0,Employed
30.0,70210.66,,No,Bachelors,Male,673.0,Unemployed
38.0,80829.17,11535.05,No,Bachelors,Male,649.0,Employed
39.0,75718.32,12016.64,Yes,High School,Female,764.0,Employed
53.0,58492.28,14524.35,No,High School,Female,791.0,Employed
42.0,87621.19,14541.65,Yes,Bachelors,Female,783.0,Employed
11.0,45942.3,2197.71,Yes,Masters,Male,742.0,Employed
41.0,96442.49,15478.01,Yes,Masters,Female,626.0,Employed
23.0,52080.92,13740.31,Yes,High School,Female,738.0,Self-Employed
,80957.8,16128.11,No,Bachelors,Female,789.0,Employed
30.0,66704.74,11795.32,Yes,Bachelors,Female,743.0,Employed
31.0,60472.44,11822.91,Yes,High School,Male,719.0,Unemployed
24.0,97151.42,13047.3,Yes,Bachelors,Female,772.0,Employed
40.0,84858.12,20342.85,Yes,Masters,Female,769.0,Employed
24.0,68820.97,12916.02,Yes,High School,Female,700.0,Self-Employed
42.0,104903.43,20554.16,No,Masters,Female,744.0,Self-Employed
60.0,89594.98,19885.51,Yes,PhD,Female,716.0,Self-Employed
25.0,53890.45,13308.11,Yes,Masters,Female,733.0,Employed
35.0,24793.03,12444.79,Yes,Bachelors,Female,718.0,Employed
13.0,72137.21,12619.08,No,Bachelors,Male,706.0,Employed
35.0,97669.96,14279.67,Yes,Bachelors,Female,684.0,Employed
,82213.01,12205.77,Yes,Bachelors,Female,741.0,Employed
45.0,101479.27,18678.57,No,Masters,Female,752.0,Employed
39.0,58033.74,11771.46,Yes,Masters,Male,691.0,Employed
47.0,67655.52,19315.18,No,High School,Male,665.0,Self-Employed
63.0,68141.17,10337.53,Yes,High School,Male,715.0,Employed
55.0,74824.42,6663.03,No,Bachelors,Male,707.0,Employed
33.0,85348.86,6014.26,Yes,Masters,Male,770.0,Employed
,102647.39,12298.27,No,High School,Female,770.0,Employed
34.0,106853.88,10962.12,Yes,High School,Male,658.0,Employed
29.0,103331.42,10736.27,Yes,PhD,Male,710.0,Employed
43.0,83381.62,19915.05,Yes,Masters,Male,736.0,Employed
26.0,63155.55,11342.41,Yes,High School,Male,702.0,Employed
37.0,74517.97,5172.03,Yes,Bachelors,Female,790.0,Employed
46.0,83104.66,17823.72,No,Bachelors,Female,645.0,Employed
37.0,72701.36,21680.34,Yes,Bachelors,Female,,Employed
29.0,51724.11,,Yes,Bachelors,Female,723.0,Employed
50.0,60752.57,11649.36,No,Bachelors,Male,683.0,Employed
19.0,87360.84,15857.99,Yes,High School,Female,700.0,Unemployed
35.0,65069.99,10983.41,No,High School,Female,629.0,Employed
38.0,70483.46,10141.97,Yes,Bachelors,Male,781.0,Employed
38.0,68431.57,14011.92,No,Bachelors,Female,749.0,Self-Employed
40.0,52156.01,14715.1,Yes,Masters,Male,619.0,Employed
44.0,66574.59,13986.07,Yes,Bachelors,Female,770.0,Employed
38.0,60843.65,23358.31,Yes,Bachelors,Male,709.0,Self-Employed
34.0,56163.86,15213.96,No,High School,Female,701.0,Unemployed
34.0,48833.82,19798.7,Yes,PhD,Male,727.0,Employed
32.0,67987.94,26159.41,No,Bachelors,Female,,Employed
46.0,82363.4,12632.29,Yes,Masters,Male,719.0,Employed
32.0,92411.6,15742.92,No,High School,Male,669.0,Employed
46.0,42117.05,19084.87,No,High School,Male,702.0,Employed
38.0,102128.08,15610.31,No,Bachelors,Female,684.0,Employed
33.0,75858.91,13614.45,Yes,Masters,Male,744.0,Unemployed
44.0,47459.43,26717.63,Yes,High School,Male,714.0,Employed
31.0,61926.04,20991.74,No,Bachelors,Male,716.0,Employed
44.0,,4491.57,Yes,Masters,Male,671.0,Unemployed
40.0,37564.83,21786.72,Yes,Masters,Female,754.0,Employed
32.0,104428.5,23001.7,Yes,High School,Female,742.0,Employed
43.0,56013.98,20976.76,Yes,Bachelors,Male,779.0,Employed
43.0,80737.85,18753.32,Yes,Bachelors,Female,737.0,Employed
50.0,67776.18,22754.76,No,Masters,Female,716.0,Employed
48.0,,19413.13,No,PhD,Male,751.0,Employed
43.0,77360.54,17893.62,Yes,Bachelors,Female,684.0,Employed
27.0,28319.59,15670.75,No,Bachelors,Female,698.0,Self-Employed
,96370.84,9641.98,Yes,PhD,Male,693.0,Employed
24.0,68025.8,8136.35,No,Masters,Male,782.0,Employed
,59914.39,18864.77,No,Masters,Male,715.0,Employed
42.0,79360.13,,Yes,Bachelors,Male,726.0,Employed
26.0,55577.62,14786.43,No,High School,Female,689.0,Employed
37.0,74164.24,10716.67,Yes,PhD,Male,734.0,Employed
37.0,66692.02,9349.9,Yes,High School,Female,719.0,Employed
51.0,84220.2,13189.04,Yes,Masters,Male,788.0,Employed
31.0,65721.07,18509.37,Yes,Bachelors,Female,714.0,Self-Employed
35.0,49399.6,26191.99,Yes,Bachelors,Male,753.0,Unemployed
15.0,77246.84,14877.44,Yes,PhD,Female,672.0,Employed
55.0,64587.71,,No,Bachelors,Male,724.0,Employed
,33580.06,20629.72,No,Bachelors,Male,738.0,Employed
41.0,73953.13,14680.9,Yes,Masters,Female,673.0,Employed
37.0,59251.12,,Yes,Masters,Female,732.0,Employed
37.0,76915.13,19109.92,No,PhD,Male,665.0,Employed
46.0,52898.95,20510.13,No,Bachelors,Male,610.0,Self-Employed
55.0,45872.33,15270.69,No,Bachelors,Male,729.0,Employed
41.0,93602.49,12597.04,Yes,Bachelors,Male,770.0,Employed
45.0,86862.96,16020.51,Yes,Bachelors,Female,614.0,Employed
41.0,69868.41,6513.47,Yes,High School,Female,757.0,Employed
48.0,78755.34,16468.53,Yes,Bachelors,Female,775.0,Employed
33.0,86208.29,19334.44,Yes,Masters,Male,619.0,Employed
49.0,69796.21,23491.19,Yes,Masters,Male,714.0,Employed
49.0,45829.87,19623.23,Yes,Masters,Male,658.0,Unemployed
49.0,75989.39,2169.78,Yes,Masters,Male,819.0,Unemployed
,90044.43,21958.89,Yes,Bachelors,Male,,Unemployed
36.0,81863.63,22334.75,Yes,Bachelors,Female,635.0,Employed
40.0,71186.08,10396.82,Yes,Bachelors,Female,766.0,Self-Employed
24.0,81305.82,12996.9,Yes,Bachelors,Female,701.0,Employed
54.0,65535.1,22195.34,Yes,Bachelors,Female,721.0,Self-Employed
38.0,,15277.8,No,Masters,Male,667.0,Employed
41.0,96943.61,12062.31,Yes,Bachelors,Female,757.0,Employed
32.0,44076.35,11242.71,No,Bachelors,Female,746.0,Employed
25.0,92318.69,28172.96,Yes,High School,Female,759.0,Self-Employed
32.0,114745.69,18937.39,Yes,Bachelors,Female,696.0,Employed
40.0,80511.77,13606.99,Yes,Masters,Female,674.0,Unemployed
45.0,89675.15,22143.12,Yes,Masters,Male,762.0,Employed
40.0,57058.07,14548.84,Yes,Masters,Male,771.0,Self-Employed
41.0,59925.86,21057.05,No,Bachelors,Male,,Self-Employed
35.0,65809.81,17906.16,Yes,Masters,Male,737.0,Employed
43.0,61951.01,13306.79,No,Bachelors,Female,733.0,Unemployed
53.0,43763.52,17491.51,Yes,Bachelors,Male,721.0,Employed
45.0,66546.77,17693.62,No,High School,Female,752.0,Self-Employed
46.0,86727.66,19004.12,Yes,PhD,Female,597.0,Self-Employed
,44029.52,23142.08,No,Bachelors,Female,805.0,Employed
23.0,73582.64,26059.18,Yes,Bachelors,Female,838.0,Employed
28.0,72969.01,17055.71,Yes,Masters,Male,733.0,Self-Employed
43.0,,5459.92,No,Masters,Male,,Employed
38.0,79930.51,19383.26,No,Bachelors,Female,682.0,Employed
42.0,78053.19,13696.21,Yes,High School,Female,757.0,Employed
55.0,62551.34,6543.89,Yes,Bachelors,Female,,Employed
45.0,91217.81,18453.48,Yes,PhD,Male,709.0,Employed
51.0,81212.21,17197.02,Yes,Bachelors,Male,,Unemployed
39.0,101469.5,10972.29,Yes,Bachelors,Male,674.0,Self-Employed
30.0,68671.43,9070.38,No,High School,Male,785.0,Unemployed
37.0,63564.71,21979.11,Yes,Masters,Female,801.0,Employed
30.0,65830.68,17530.79,Yes,Masters,Male,680.0,Employed
54.0,93566.34,11045.1,No,Bachelors,Male,741.0,Employed
46.0,67026.06,18312.72,Yes,High School,Female,760.0,Employed
43.0,68247.12,12898.9,No,Masters,Female,668.0,Employed
50.0,109219.46,17723.84,Yes,High School,Male,693.0,Unemployed
18.0,43110.43,16570.39,Yes,Masters,Male,690.0,Employed
44.0,77136.4,2177.72,Yes,Masters,Female,779.0,Employed
25.0,,15541.43,No,Bachelors,Male,765.0,Employed
38.0,64987.82,14167.23,No,Bachelors,Male,755.0,Employed
35.0,50932.75,11298.38,Yes,Bachelors,Male,700.0,Employed
45.0,56721.61,8679.89,Yes,Masters,Male,737.0,Unemployed
40.0,61838.19,13912.42,Yes,Bachelors,Male,777.0,Employed
,79914.81,13236.31,Yes,Masters,Male,793.0,Self-Employed
32.0,87048.82,18257.05,Yes,Bachelors,Female,681.0,Employed
45.0,34423.81,14274.2,Yes,Masters,Female,616.0,Self-Employed
40.0,45968.7,15442.92,Yes,High School,Female,663.0,Unemployed
22.0,80957.78,16635.83,Yes,Masters,Male,694.0,Self-Employed
29.0,82645.18,12680.44,Yes,Masters,Male,733.0,Employed
37.0,40726.8,10018.22,Yes,Bachelors,Female,746.0,Employed
49.0,87485.77,26067.18,Yes,Bachelors,Female,717.0,Unemployed
43.0,69720.57,14611.43,Yes,Masters,Female,739.0,Employed
26.0,84941.44,13950.01,No,High School,Female,753.0,Unemployed
37.0,52965.26,22067.36,Yes,Masters,Female,690.0,Employed
58.0,42199.53,24435.65,Yes,Bachelors,Male,699.0,Self-Employed
,63826.93,22228.5,Yes,Masters,Female,748.0,Unemployed
35.0,64714.49,13048.33,No,Bachelors,Male,740.0,Employed
43.0,63596.44,16736.38,Yes,Bachelors,Male,654.0,Unemployed
46.0,62196.05,17922.7,No,High School,Male,758.0,Employed
33.0,103857.78,26184.17,Yes,PhD,Female,726.0,Employed
43.0,36003.87,17101.16,Yes,High School,Female,668.0,Employed
35.0,53102.52,17323.04,No,Masters,Male,709.0,Employed
45.0,61628.33,9934.41,Yes,Bachelors,Female,709.0,Employed
40.0,70479.7,8723.56,Yes,Bachelors,Female,675.0,Employed
43.0,84220.28,21771.95,Yes,Bachelors,Male,726.0,Self-Employed
30.0,87307.24,16729.09,Yes,Bachelors,Male,734.0,Employed
30.0,91530.47,17236.4,Yes,High School,Male,782.0,Employed
47.0,79629.09,20368.0,No,High School,Male,,Employed
37.0,35399.58,19261.53,No,Bachelors,Male,726.0,Self-Employed
41.0,,18608.96,Yes,Bachelors,Female,697.0,Employed
35.0,92945.8,18179.62,No,High School,Male,703.0,Employed
47.0,91652.53,15693.44,Yes,Masters,Male,822.0,Employed
32.0,82720.42,16045.56,Yes,PhD,Male,772.0,Employed
37.0,53594.6,19580.21,No,Bachelors,Male,778.0,Self-Employed
46.0,63549.57,,Yes,Bachelors,Female,734.0,Employed
50.0,62022.71,9747.9,No,High School,Male,726.0,Employed
33.0,49505.37,15408.48,No,Bachelors,Male,662.0,Employed
58.0,75180.97,15745.66,No,PhD,Female,806.0,Employed
41.0,113109.39,18622.3,Yes,Bachelors,Male,672.0,Employed
28.0,60087.46,,No,PhD,Female,741.0,Employed
42.0,95935.49,11110.44,No,Bachelors,Female,701.0,Employed
34.0,52293.21,18008.78,Yes,Bachelors,Male,703.0,Employed
42.0,39266.74,21732.96,Yes,Masters,Female,648.0,Employed
38.0,89749.91,16825.19,No,PhD,Male,734.0,Employed
39.0,65623.72,7730.17,No,Masters,Male,628.0,Employed
29.0,95424.98,16377.75,Yes,Masters,Female,597.0,Employed
48.0,99417.87,5343.09,Yes,Masters,Female,692.0,Employed
26.0,64431.84,14794.6,Yes,PhD,Male,742.0,Employed
27.0,96860.32,4951.15,Yes,High School,Female,662.0,Employed
42.0,52478.9,12849.36,No,Bachelors,Male,621.0,Unemployed
,52164.02,17555.26,Yes,Bachelors,Male,812.0,Self-Employed
34.0,91445.49,13572.85,Yes,Masters,Male,822.0,Employed
45.0,39043.85,20743.65,Yes,Bachelors,Female,753.0,Self-Employed
49.0,69968.82,16095.36,No,Masters,Male,701.0,Self-Employed
46.0,94993.07,9381.79,Yes,High School,Female,746.0,Employed
35.0,96335.81,19503.34,Yes,Masters,Female,753.0,Employed
27.0,61346.64,18446.17,Yes,High School,Male,748.0,Self-Employed
16.0,90184.61,21369.11,Yes,Bachelors,Male,757.0,Self-Employed
35.0,47541.38,,Yes,Masters,Female,,Employed
50.0,56652.61,17349.44,Yes,Bachelors,Female,702.0,Unemployed
27.0,74608.19,10035.24,Yes,High School,Male,723.0,Employed
45.0,77555.02,19065.95,Yes,Bachelors,Female,759.0,Self-Employed
28.0,49045.46,14267.83,Yes,High School,Male,741.0,Employed
39.0,107245.53,19030.31,Yes,Bachelors,Female,765.0,Employed
45.0,32450.74,26150.69,Yes,Bachelors,Female,677.0,Employed
31.0,71084.08,21033.79,Yes,High School,Female,735.0,Employed
40.0,73918.15,16425.25,No,Masters,Male,680.0,Employed
34.0,35060.81,15366.7,Yes,Masters,Male,724.0,Self-Employed
45.0,96482.59,12911.4,Yes,Bachelors,Male,686.0,Employed
40.0,55190.47,3385.14,Yes,Masters,Male,705.0,Employed
39.0,71969.1,15232.3,Yes,Bachelors,Female,766.0,Employed
54.0,76560.77,12431.09,Yes,Bachelors,Female,748.0,Employed
45.0,40914.84,16609.52,Yes,Bachelors,Female,670.0,Employed
31.0,48557.23,12418.7,No,Bachelors,Male,696.0,Self-Employed
37.0,101260.56,16105.27,Yes,PhD,Female,761.0,Self-Employed
37.0,68683.37,21230.33,Yes,Bachelors,Male,813.0,Self-Employed
39.0,16058.85,15783.53,Yes,Masters,Male,762.0,Employed
63.0,63961.57,9569.18,No,Bachelors,Female,687.0,Employed
42.0,69341.96,10846.09,Yes,Bachelors,Female,712.0,Employed
18.0,74387.41,18453.55,Yes,Masters,Male,737.0,Employed
33.0,30022.45,18765.39,Yes,High School,Male,737.0,Employed
19.0,69413.83,10641.6,No,Masters,Male,730.0,Unemployed
35.0,53346.96,14856.38,No,Bachelors,Male,676.0,Employed
18.0,74420.69,19523.4,Yes,Bachelors,Female,698.0,Employed
,80126.72,23603.84,Yes,Masters,Female,733.0,Employed
23.0,77999.88,15882.11,Yes,Bachelors,Male,699.0,Employed
42.0,98079.47,14004.75,Yes,Masters,Female,769.0,Employed
38.0,113811.4,13151.63,Yes,PhD,Female,631.0,Employed
41.0,47327.93,15715.66,No,Bachelors,Male,784.0,Employed
37.0,62360.39,21945.36,Yes,High School,Female,825.0,Employed
24.0,84861.23,15723.8,Yes,High School,Female,739.0,Employed
43.0,67464.08,17499.99,Yes,High School,Female,,Employed
57.0,15544.28,7891.89,No,Bachelors,Female,800.0,Self-Employed
42.0,66149.07,22971.93,No,PhD,Male,704.0,Employed
34.0,94682.94,21684.3,Yes,Masters,Female,681.0,Employed
24.0,42105.17,13519.34,Yes,PhD,Male,736.0,Employed
29.0,74410.09,14478.26,No,Masters,Male,778.0,Employed
43.0,31852.77,20896.8,Yes,High School,Female,817.0,Self-Employed
49.0,87400.59,29726.42,No,Bachelors,Female,690.0,Employed
41.0,74831.29,6576.09,Yes,Bachelors,Male,726.0,Employed
46.0,58638.32,12445.31,Yes,PhD,Male,725.0,Self-Employed
45.0,61641.01,13029.04,No,Bachelors,Male,697.0,Employed
43.0,40018.64,20204.82,No,Bachelors,Male,733.0,Employed
31.0,90152.64,16771.85,Yes,Bachelors,Male,748.0,Employed
40.0,54012.98,12438.18,Yes,Bachelors,Female,,Employed
30.0,80005.98,7918.81,No,Bachelors,Male,673.0,Self-Employed
38.0,50761.79,20056.5,Yes,Bachelors,Male,724.0,Employed
41.0,113968.06,13998.74,No,Bachelors,Male,664.0,Self-Employed
55.0,101193.29,9210.54,Yes,Masters,Male,641.0,Employed
25.0,111474.89,11589.0,Yes,Bachelors,Male,719.0,Employed
43.0,113810.58,12874.02,No,High School,Female,743.0,Self-Employed
53.0,57309.58,13500.02,Yes,Bachelors,Female,721.0,Employed
46.0,52317.37,9776.38,Yes,Bachelors,Female,705.0,Employed
46.0,110522.69,9839.44,No,Bachelors,Male,735.0,Self-Employed
44.0,67178.58,26847.64,No,Bachelors,Female,806.0,Employed
51.0,86664.36,16647.52,Yes,High School,Female,731.0,Employed
27.0,57586.37,12942.83,Yes,Bachelors,Male,830.0,Employed
24.0,57915.34,16889.86,No,Masters,Female,712.0,Employed
38.0,86599.17,15802.78,Yes,Bachelors,Male,714.0,Employed
16.0,30602.52,10466.72,No,High School,Female,733.0,Self-Employed
50.0,85663.5,5422.79,Yes,High School,Female,599.0,Self-Employed
50.0,80489.48,12345.6,Yes,Masters,Female,727.0,Employed
34.0,59396.91,14087.39,Yes,High School,Male,670.0,Employed
34.0,70483.66,14452.21,Yes,High School,Male,756.0,Employed
37.0,73617.09,5842.9,Yes,Bachelors,Male,691.0,Self-Employed
39.0,74740.55,27400.34,No,Bachelors,Male,688.0,Self-Employed
39.0,83802.86,27013.58,Yes,High School,Male,727.0,Employed
44.0,53700.35,17224.12,No,PhD,Female,686.0,Employed
36.0,123954.51,,Yes,Masters,Male,683.0,Employed
47.0,,12175.9,No,Masters,Male,717.0,Employed
42.0,67386.12,17892.63,Yes,Bachelors,Male,791.0,Employed
32.0,108893.79,14414.97,No,Masters,Male,710.0,Employed
51.0,33419.06,21261.14,Yes,High School,Female,831.0,Employed
24.0,108685.12,19570.49,No,Masters,Female,780.0,Employed
37.0,71869.2,10747.13,Yes,Bachelors,Male,702.0,Employed
48.0,59396.47,11561.38,Yes,Bachelors,Female,738.0,Self-Employed
31.0,47606.95,19848.33,Yes,Bachelors,Male,737.0,Unemployed
41.0,44617.97,18473.19,Yes,PhD,Male,714.0,Employed
43.0,63163.53,9433.87,Yes,High School,Male,735.0,Employed
29.0,75559.67,12714.49,Yes,Bachelors,Female,670.0,Employed
37.0,82449.93,14230.2,Yes,PhD,Female,783.0,Employed
36.0,75320.32,14816.23,Yes,PhD,Female,724.0,Self-Employed
32.0,59795.84,14640.58,Yes,Bachelors,Male,769.0,Employed
61.0,96790.25,19496.2,Yes,Masters,Male,695.0,Self-Employed
30.0,123476.06,15728.87,Yes,Masters,Female,818.0,Employed
48.0,99892.5,15403.76,Yes,Bachelors,Female,708.0,Employed
34.0,62814.18,11216.16,Yes,High School,Male,680.0,Employed
27.0,80041.57,15837.78,Yes,High School,Female,616.0,Employed
39.0,81323.5,14856.39,No,Bachelors,Female,728.0,Self-Employed
44.0,102073.53,12600.71,No,Masters,Female,758.0,Employed
47.0,63236.38,9246.66,No,High School,Male,763.0,Self-Employed
54.0,50701.65,21384.74,Yes,Bachelors,Male,722.0,Employed
67.0,92677.03,23898.61,Yes,PhD,Female,669.0,Employed
41.0,78127.54,16222.51,Yes,High School,Female,801.0,Employed
31.0,47824.77,22173.0,Yes,Masters,Male,707.0,Employed
43.0,84111.47,16147.67,Yes,PhD,Female,620.0,Employed
35.0,106765.11,8065.69,Yes,Bachelors,Male,713.0,Self-Employed
47.0,56124.81,16501.47,Yes,Bachelors,Male,621.0,Employed
25.0,52179.97,13302.48,Yes,High School,Female,595.0,Employed
62.0,70601.28,17379.24,No,Bachelors,Male,695.0,Employed
47.0,83605.99,22853.96,Yes,PhD,Female,665.0,Employed
21.0,68501.73,12466.49,No,Bachelors,Female,689.0,Employed
31.0,92688.51,16937.53,Yes,Masters,Male,714.0,Employed
46.0,75214.15,19305.62,Yes,High School,Male,658.0,Self-Employed
50.0,90233.07,21770.93,No,Bachelors,Female,748.0,Employed
25.0,,19928.85,No,Masters,Male,668.0,Employed
45.0,45445.57,9425.31,Yes,Masters,Male,694.0,Employed
19.0,63199.33,9419.47,No,Bachelors,Male,738.0,Employed
37.0,43071.07,18824.63,Yes,Bachelors,Male,802.0,Employed
49.0,78186.49,13076.89,Yes,Bachelors,Female,692.0,Employed
32.0,29665.92,10080.72,Yes,Masters,Female,692.0,Employed
23.0,60945.46,20941.71,Yes,High School,Male,759.0,Self-Employed
39.0,,13151.64,No,PhD,Male,718.0,Employed
32.0,49067.27,23151.85,No,Bachelors,Female,720.0,Employed
44.0,63872.93,12797.62,No,High School,Male,733.0,Employed
29.0,70085.43,11265.94,Yes,High School,Male,686.0,Employed
30.0,95384.66,14678.23,Yes,High School,Female,729.0,Employed
18.0,49185.28,18791.35,Yes,High School,Female,826.0,Employed
40.0,77146.75,16464.65,No,Bachelors,Female,713.0,Employed
36.0,81115.18,24458.39,Yes,Masters,Male,824.0,Employed
26.0,69576.63,15857.52,No,High School,Male,644.0,Employed
40.0,60039.17,14117.37,Yes,Masters,Female,707.0,Employed
48.0,47220.16,22545.78,No,Bachelors,Female,720.0,Unemployed
36.0,107971.31,17975.98,Yes,High School,Male,650.0,Self-Employed
41.0,71452.81,12932.1,No,PhD,Male,705.0,Employed
41.0,63688.88,16193.05,Yes,High School,Male,684.0,Employed
26.0,112431.0,16090.83,Yes,High School,Female,683.0,Employed
59.0,74445.73,13972.84,Yes,Masters,Female,723.0,Employed
33.0,120869.96,15912.08,Yes,Masters,Female,801.0,Employed
45.0,41673.62,8561.94,No,Masters,Male,751.0,Employed
46.0,65257.22,13219.93,Yes,Masters,Female,762.0,Employed
37.0,42599.62,17156.29,Yes,Bachelors,Male,734.0,Employed
44.0,67557.53,12358.76,Yes,High School,Female,674.0,Employed
40.0,67461.84,10542.3,Yes,Bachelors,Male,711.0,Self-Employed
24.0,60839.36,14796.78,Yes,Masters,Female,721.0,Unemployed
35.0,71077.77,12636.4,No,Masters,Male,708.0,Employed
32.0,61814.06,8389.55,Yes,Bachelors,Male,705.0,Employed
33.0,67792.53,8514.38,No,Bachelors,Male,747.0,Unemployed
25.0,54884.16,17040.4,Yes,PhD,Female,768.0,Employed
49.0,98856.43,15452.83,Yes,PhD,Female,789.0,Self-Employed
54.0,47825.01,16570.15,Yes,Bachelors,Male,716.0,Employed
48.0,74247.27,13506.77,Yes,PhD,Male,787.0,Employed
51.0,46147.1,7432.96,No,Bachelors,Male,714.0,Self-Employed
35.0,,10629.34,Yes,High School,Male,726.0,Self-Employed
32.0,55434.71,13390.31,Yes,PhD,Male,741.0,Employed
30.0,67364.39,17180.45,Yes,High School,Male,768.0,Self-Employed
44.0,73508.44,6256.91,No,High School,Female,819.0,Employed
40.0,47865.46,3443.97,Yes,Masters,Male,656.0,Employed
37.0,,22244.59,Yes,Masters,Male,707.0,Self-Employed
51.0,50177.09,17989.4,Yes,Bachelors,Male,747.0,Unemployed
42.0,1400598.056378007,10619.59,Yes,Bachelors,Male,665.0,Self-Employed
30.0,92671.19,13826.63,No,Masters,Male,644.0,Employed
31.0,42160.29,12893.86,No,Bachelors,Female,711.0,Employed
45.0,71493.69,16448.32,No,Masters,Female,672.0,Employed
,103961.47,12462.95,Yes,Masters,Female,750.0,Employed
44.0,94123.17,9257.0,No,Masters,Male,685.0,Employed
57.0,,17446.56,No,Masters,Female,746.0,Employed
54.0,69674.92,24071.98,Yes,PhD,Male,794.0,Employed
42.0,84732.84,17648.94,No,PhD,Female,818.0,Employed
,77387.88,15375.37,No,Masters,Male,736.0,Employed
25.0,98452.51,13928.7,No,Bachelors,Male,683.0,Employed
34.0,67325.62,11056.28,Yes,Bachelors,Female,789.0,Employed
46.0,90022.03,12962.18,No,High School,Male,733.0,Unemployed
56.0,63485.48,16961.71,Yes,PhD,Male,733.0,Employed
42.0,107869.93,20936.16,Yes,Bachelors,Female,746.0,Employed
50.0,66763.07,21159.47,Yes,Bachelors,Male,667.0,Employed
36.0,37621.3,15851.86,No,Bachelors,Male,660.0,Self-Employed
44.0,71554.1,15933.98,Yes,Bachelors,Male,760.0,Employed
46.0,85292.04,15261.08,Yes,Bachelors,Male,699.0,Employed
18.0,102573.62,17855.06,Yes,Masters,Male,749.0,Unemployed
34.0,50076.97,,No,Masters,Male,,Employed
47.0,35111.55,15322.34,Yes,PhD,Female,775.0,Employed
41.0,79934.26,10698.86,Yes,Masters,Female,803.0,Employed
26.0,79315.4,10579.9,Yes,High School,Male,730.0,Employed
14.0,41778.56,11544.28,No,PhD,Male,764.0,Self-Employed
34.0,63408.05,16199.61,Yes,Masters,Male,720.0,Employed
37.0,64304.93,13468.0,Yes,Bachelors,Male,786.0,Employed
29.0,86462.4,27911.89,Yes,Bachelors,Female,645.0,Employed
39.0,61725.89,16939.65,No,Masters,Male,751.0,Employed
43.0,61289.78,22854.04,Yes,Bachelors,Male,701.0,Unemployed
45.0,72292.53,22423.73,Yes,Bachelors,Female,752.0,Self-Employed
14.0,42437.77,17123.35,No,PhD,Male,715.0,Unemployed
25.0,108015.64,14795.81,No,PhD,Male,741.0,Employed
35.0,88681.36,10505.04,Yes,Masters,Male,702.0,Employed
44.0,55964.04,,Yes,Bachelors,Male,578.0,Employed
43.0,47647.23,19201.84,No,High School,Male,781.0,Employed
43.0,49196.81,16348.24,No,Bachelors,Female,625.0,Employed
34.0,81734.83,11787.75,No,Masters,Female,668.0,Self-Employed
35.0,49792.39,13962.9,No,Masters,Female,744.0,Employed
31.0,65013.45,16647.25,No,Bachelors,Male,,Employed
46.0,36183.55,15124.04,No,Masters,Female,770.0,Employed
29.0,80825.33,13809.15,Yes,High School,Female,743.0,Employed
47.0,81574.99,14726.04,Yes,PhD,Male,780.0,Employed
40.0,66308.62,2922.36,No,Masters,Male,760.0,Employed
38.0,73871.16,15091.04,No,Bachelors,Female,639.0,Self-Employed
31.0,85914.82,9708.58,No,Masters,Female,728.0,Employed
24.0,73333.53,16817.38,Yes,Bachelors,Male,691.0,Employed
32.0,85617.06,15669.81,Yes,Bachelors,Male,809.0,Self-Employed
35.0,46640.47,18742.03,Yes,High School,Male,689.0,Self-Employed
14.0,77573.88,18790.93,Yes,Masters,Female,760.0,Employed
36.0,73869.03,23598.23,Yes,Bachelors,Male,,Employed
47.0,94039.7,5084.33,Yes,High School,Male,712.0,Employed
44.0,70607.46,14369.71,Yes,Masters,Female,726.0,Self-Employed
33.0,68052.78,4797.63,Yes,High School,Male,642.0,Self-Employed
38.0,58857.35,17453.48,Yes,Masters,Male,704.0,Employed
32.0,99824.57,14164.85,Yes,High School,Female,744.0,Unemployed
39.0,22876.33,12646.19,No,PhD,Female,771.0,Unemployed
53.0,80223.41,16335.09,Yes,Bachelors,Male,765.0,Employed
48.0,69592.35,9735.72,Yes,Masters,Female,727.0,Self-Employed
43.0,66327.76,24239.24,Yes,Bachelors,Male,742.0,Employed
33.0,63413.55,13777.92,Yes,Bachelors,Male,665.0,Unemployed
45.0,68882.9,,Yes,Bachelors,Male,635.0,Employed
21.0,79570.93,14357.37,No,Masters,Male,720.0,Employed
35.0,54099.22,19612.05,Yes,High School,Female,653.0,Employed
44.0,72700.54,8988.98,Yes,PhD,Female,608.0,Employed
45.0,77015.22,19141.04,Yes,Bachelors,Female,705.0,Employed
45.0,50924.98,12407.18,No,Masters,Female,704.0,Self-Employed
41.0,80077.43,12450.83,Yes,High School,Female,680.0,Unemployed
36.0,77178.45,19396.96,Yes,Masters,Female,739.0,Employed
43.0,54020.7,13658.99,Yes,Bachelors,Male,746.0,Employed
28.0,46238.38,18068.91,Yes,Masters,Male,741.0,Employed
30.0,53757.74,18162.27,Yes,High School,Male,708.0,Employed
39.0,72707.54,13254.32,Yes,Masters,Female,698.0,Employed
40.0,68481.37,16164.7,Yes,Bachelors,Male,659.0,Employed
20.0,97878.47,12580.52,No,High School,Male,715.0,Self-Employed
43.0,62657.42,14902.17,Yes,Masters,Female,756.0,Unemployed
46.0,52218.02,17368.43,Yes,Bachelors,Female,,Employed
37.0,83140.41,10216.23,Yes,Bachelors,Female,726.0,Employed
62.0,50399.5,17201.47,Yes,Bachelors,Male,732.0,Self-Employed
31.0,54183.31,16588.32,Yes,Bachelors,Male,713.0,Employed
34.0,54445.1,7555.0,Yes,Bachelors,Male,686.0,Employed
34.0,10052.94,11269.61,No,Masters,Female,719.0,Employed
37.0,81337.33,,Yes,Masters,Male,734.0,Employed
35.0,88799.62,12778.06,No,Bachelors,Male,748.0,Employed
24.0,88333.73,10220.54,No,Bachelors,Female,826.0,Employed
33.0,107708.57,19695.8,Yes,Bachelors,Male,725.0,Employed
37.0,100140.61,20302.68,No,Masters,Male,742.0,Self-Employed
,63320.67,11060.61,Yes,Masters,Male,685.0,Self-Employed
60.0,92184.81,,Yes,Bachelors,Female,725.0,Employed
51.0,68047.19,14933.31,No,High School,Male,669.0,Unemployed
30.0,61480.6,21650.94,Yes,Bachelors,Female,650.0,Self-Employed
31.0,54888.45,25771.0,Yes,High School,Male,667.0,Employed
36.0,64647.52,11627.11,Yes,PhD,Male,721.0,Employed
56.0,76579.44,3625.2,Yes,PhD,Male,635.0,Employed
36.0,101622.76,7562.59,Yes,Masters,Male,,Self-Employed
25.0,84572.9,6087.71,No,PhD,Female,723.0,Employed
33.0,54573.83,17084.2,Yes,High School,Male,,Employed
46.0,49117.43,15487.64,Yes,Bachelors,Male,703.0,Employed
45.0,81370.88,16085.95,Yes,Bachelors,Male,704.0,Employed
36.0,88047.49,20629.65,No,Masters,Female,758.0,Employed
45.0,94549.52,23144.69,No,Bachelors,Female,680.0,Employed
15.0,64624.98,19214.78,Yes,PhD,Female,785.0,Employed
39.0,79390.06,18675.97,No,Masters,Male,704.0,Unemployed
47.0,87116.53,7629.71,Yes,Masters,Male,702.0,Employed
30.0,42978.82,12457.03,No,High School,Female,619.0,Employed
30.0,75555.43,21924.11,No,Bachelors,Female,558.0,Employed
19.0,88086.95,12251.7,No,PhD,Male,698.0,Employed
54.0,80207.83,20527.77,Yes,PhD,Female,637.0,Unemployed
31.0,68387.07,15616.9,Yes,Bachelors,Male,663.0,Employed
40.0,122198.9,18915.93,Yes,PhD,Male,705.0,Employed
44.0,,10640.8,No,Bachelors,Female,776.0,Employed
53.0,70187.91,18815.67,Yes,Bachelors,Female,707.0,Unemployed
36.0,66205.46,11802.61,Yes,Bachelors,Male,704.0,Employed
33.0,84005.57,16152.73,Yes,Bachelors,Male,691.0,Unemployed
40.0,68849.42,14854.51,Yes,Bachelors,Male,733.0,Employed
51.0,95430.85,20960.19,No,Masters,Male,839.0,Employed
36.0,44654.93,19160.36,No,Bachelors,Female,745.0,Self-Employed
28.0,65186.01,6171.45,Yes,Masters,Female,660.0,Unemployed
23.0,83704.92,10948.0,No,High School,Male,733.0,Self-Employed
26.0,90074.96,11820.54,Yes,Masters,Female,680.0,Employed
47.0,40381.65,18458.7,Yes,Bachelors,Male,764.0,Employed
35.0,50918.74,12523.2,No,Bachelors,Male,715.0,Employed
32.0,36474.81,9553.17,Yes,Bachelors,Female,740.0,Employed
31.0,52536.43,8176.76,No,Bachelors,Female,767.0,Employed
39.0,44455.71,18636.77,Yes,PhD,Male,819.0,Employed
36.0,80782.62,4632.32,Yes,Bachelors,Male,687.0,Unemployed
35.0,74580.09,20275.69,No,Masters,Male,616.0,Employed
51.0,66923.42,8565.44,No,PhD,Male,636.0,Employed
53.0,,12761.41,Yes,High School,Female,700.0,Employed
22.0,93884.79,9157.48,Yes,Masters,Male,745.0,Employed
41.0,49154.62,10404.22,Yes,Bachelors,Female,711.0,Employed
30.0,31395.97,13882.92,Yes,Masters,Male,719.0,Employed
36.0,84210.24,14316.35,Yes,Bachelors,Male,655.0,Employed
41.0,62180.73,7268.27,Yes,Bachelors,Male,729.0,Self-Employed
36.0,49631.3,12973.15,Yes,Masters,Female,734.0,Employed
40.0,81080.23,15516.17,Yes,Bachelors,Female,621.0,Employed
45.0,30647.08,17339.76,Yes,Bachelors,Female,819.0,Unemployed
41.0,52848.23,4787.91,Yes,Masters,Male,760.0,Unemployed
32.0,,12605.8,Yes,Bachelors,Female,,Employed
32.0,75181.9,4731.91,Yes,PhD,Female,829.0,Employed
24.0,101473.8,12458.83,No,Masters,Male,,Employed
29.0,58536.43,12847.69,No,Masters,Female,734.0,Employed
58.0,54169.12,18145.71,Yes,Bachelors,Male,644.0,Employed
30.0,105691.07,19867.13,No,High School,Female,807.0,Employed
26.0,82548.71,9891.05,Yes,Masters,Female,753.0,Employed
41.0,117608.78,16471.31,No,Masters,Female,685.0,Employed
37.0,,18275.05,No,Bachelors,Female,689.0,Employed
,74532.74,,Yes,Bachelors,Female,768.0,Employed
52.0,98896.59,18865.03,Yes,Bachelors,Male,798.0,Self-Employed
43.0,67027.44,15679.84,Yes,PhD,Female,,Employed
33.0,74943.92,13632.72,Yes,Masters,Male,759.0,Employed
34.0,21574.03,,Yes,Masters,Female,674.0,Employed
33.0,104754.08,7098.99,Yes,Masters,Male,750.0,Unemployed
47.0,77817.48,15702.32,No,High School,Male,722.0,Employed
35.0,67852.48,10770.98,No,Masters,Female,637.0,Self-Employed
20.0,88146.9,15144.14,No,Bachelors,Female,,Employed
38.0,46370.78,12970.9,No,Masters,Male,762.0,Employed
23.0,58972.43,16441.96,Yes,High School,Male,744.0,Self-Employed
60.0,81066.71,20959.35,Yes,High School,Male,659.0,Self-Employed
28.0,70880.52,15635.69,Yes,Bachelors,Female,667.0,Employed
36.0,78932.63,20002.26,No,Masters,Male,635.0,Employed
41.0,74986.08,9885.39,Yes,Bachelors,Male,,Employed
35.0,82610.86,22168.4,Yes,Bachelors,Female,729.0,Employed
35.0,43583.95,9936.34,Yes,Masters,Male,757.0,Self-Employed
42.0,95562.9,8732.81,Yes,Masters,Male,634.0,Employed
53.0,60322.27,13625.85,No,Bachelors,Male,727.0,Self-Employed
46.0,71154.65,12777.7,Yes,Bachelors,Male,664.0,Employed
53.0,57984.48,7090.03,Yes,Masters,Female,720.0,Unemployed
28.0,64251.9,9360.78,No,Bachelors,Male,811.0,Employed
41.0,74581.88,-2971.29,Yes,Bachelors,Female,659.0,Self-Employed
40.0,84703.37,8243.9,Yes,Bachelors,Female,721.0,Employed
42.0,88024.62,11700.8,No,High School,Female,572.0,Self-Employed
52.0,78650.23,22449.24,No,Bachelors,Male,747.0,Employed
36.0,58084.1,18565.2,No,PhD,Female,697.0,Employed
34.0,77388.93,16617.5,No,High School,Female,779.0,Self-Employed
43.0,74805.79,25826.44,Yes,High School,Male,710.0,Employed
20.0,71181.3,6037.9,Yes,Bachelors,Female,746.0,Employed
36.0,80684.47,14661.5,Yes,Bachelors,Female,816.0,Employed
37.0,,25177.21,Yes,Bachelors,Male,751.0,Employed
29.0,29461.6,12463.28,No,Masters,Male,754.0,Employed
49.0,93799.98,10861.1,Yes,Bachelors,Male,780.0,Employed
27.0,67372.52,19086.69,Yes,PhD,Male,739.0,Employed
37.0,78318.57,12216.4,Yes,Masters,Male,682.0,Employed
41.0,52648.69,21296.5,Yes,Bachelors,Female,593.0,Employed
52.0,95244.48,19157.45,Yes,Masters,Female,689.0,Employed
38.0,77001.58,14047.55,Yes,Bachelors,Male,752.0,Employed
,66409.65,19902.86,Yes,Masters,Female,,Employed
45.0,75715.83,13822.26,Yes,PhD,Male,711.0,Employed
39.0,,15663.56,No,Bachelors,Female,709.0,Employed
27.0,77462.58,17926.22,Yes,High School,Male,693.0,Employed
24.0,99736.54,13052.32,Yes,PhD,Female,753.0,Employed
39.0,76305.59,22551.44,No,High School,Male,,Unemployed
33.0,73722.86,15349.93,Yes,Masters,Male,714.0,Employed
47.0,63659.38,16448.24,Yes,Masters,Male,755.0,Self-Employed
45.0,91655.23,8418.05,Yes,Masters,Male,722.0,Employed
36.0,94620.19,11777.29,Yes,High School,Male,727.0,Employed
26.0,61361.12,15814.42,Yes,Bachelors,Male,702.0,Employed
43.0,77172.94,19343.68,Yes,Bachelors,Male,699.0,Employed
28.0,,22064.65,Yes,PhD,Male,696.0,Employed
30.0,78035.42,9696.6,Yes,Masters,Male,713.0,Employed
28.0,54545.49,10866.91,Yes,Masters,Female,746.0,Employed
37.0,92855.53,8850.75,Yes,High School,Female,695.0,Employed
50.0,81304.37,17468.06,Yes,Masters,Female,722.0,Self-Employed
38.0,94048.11,22066.65,No,PhD,Female,777.0,Employed
34.0,47693.12,14210.13,Yes,Bachelors,Female,775.0,Employed
,48868.27,15291.87,Yes,Bachelors,Male,669.0,Employed
44.0,111187.9,15662.65,Yes,High School,Female,839.0,Employed
30.0,92942.59,12654.65,Yes,PhD,Female,752.0,Employed
39.0,53698.25,8893.46,No,Bachelors,Female,696.0,Unemployed
34.0,87363.05,20299.81,Yes,Masters,Female,627.0,Self-Employed
46.0,60683.72,15771.27,No,Masters,Female,764.0,Self-Employed
36.0,36025.81,12259.1,Yes,Masters,Female,741.0,Employed
37.0,27994.99,30025.63,Yes,Bachelors,Male,674.0,Self-Employed
43.0,69560.22,14985.82,Yes,Masters,Female,725.0,Self-Employed
59.0,101216.02,6439.9,Yes,Bachelors,Male,650.0,Unemployed
47.0,100427.76,18274.04,Yes,Bachelors,Male,652.0,Employed
37.0,95202.9,5792.29,Yes,Bachelors,Male,705.0,Employed
38.0,86600.22,,Yes,Masters,Male,709.0,Employed
33.0,76347.29,17197.32,Yes,High School,Female,795.0,Employed
29.0,93039.28,21899.43,No,PhD,Male,720.0,Employed
32.0,29782.27,9988.46,Yes,Bachelors,Male,697.0,Employed
30.0,89795.76,13531.69,No,Masters,Female,683.0,Employed
45.0,47579.9,14654.63,No,Bachelors,Male,733.0,Employed
27.0,51745.54,19328.78,Yes,Masters,Female,595.0,Employed
51.0,83917.04,17171.21,Yes,Masters,Male,726.0,Self-Employed
46.0,88574.61,17593.96,No,Masters,Male,806.0,Employed
38.0,57805.83,21094.13,Yes,Masters,Female,770.0,Self-Employed
38.0,82923.86,13889.25,Yes,Masters,Male,825.0,Employed
32.0,81258.64,22313.63,Yes,Bachelors,Female,685.0,Employed
41.0,63787.05,14558.32,No,Bachelors,Female,743.0,Employed
49.0,73077.02,19477.31,No,Bachelors,Male,712.0,Employed
31.0,111617.68,12522.43,Yes,Bachelors,Female,781.0,Employed
23.0,64368.64,17975.16,Yes,Bachelors,Female,715.0,Employed
45.0,,20790.76,Yes,Bachelors,Male,773.0,Employed
41.0,73000.14,9589.64,Yes,Masters,Male,671.0,Employed
27.0,66340.93,19721.75,Yes,Bachelors,Male,713.0,Employed
31.0,85810.05,15893.78,No,Bachelors,Female,705.0,Self-Employed
29.0,99384.88,25191.98,No,Bachelors,Female,781.0,Employed
31.0,65066.63,13680.53,No,Masters,Male,670.0,Employed
35.0,52864.3,16467.47,Yes,PhD,Male,697.0,Self-Employed
35.0,109498.16,14219.63,Yes,Bachelors,Female,710.0,Self-Employed
31.0,72396.19,18314.21,Yes,Masters,Female,626.0,Employed
30.0,35909.45,4084.0,Yes,Bachelors,Male,705.0,Employed
36.0,107245.48,7948.1,Yes,PhD,Male,724.0,Unemployed
40.0,92523.75,18342.83,Yes,Bachelors,Female,798.0,Self-Employed
35.0,102026.85,15132.6,Yes,Masters,Male,704.0,Employed
50.0,98684.95,4982.71,Yes,Bachelors,Male,713.0,Unemployed
,122899.76,11829.68,Yes,Masters,Female,692.0,Employed
22.0,49261.27,13035.84,Yes,PhD,Male,696.0,Self-Employed
43.0,54087.04,12574.53,Yes,Masters,Female,705.0,Employed
44.0,60154.73,19657.78,Yes,PhD,Female,715.0,Employed
34.0,59583.08,21281.8,No,High School,Female,736.0,Employed
23.0,72459.02,3810.62,Yes,PhD,Female,750.0,Employed
38.0,60202.03,14402.59,No,Bachelors,Male,700.0,Employed
38.0,46208.99,15568.74,Yes,Bachelors,Female,730.0,Employed
27.0,52511.25,7591.85,Yes,Bachelors,Female,697.0,Employed
23.0,64124.94,21265.58,Yes,PhD,Male,683.0,Unemployed
37.0,92886.01,16854.92,No,Bachelors,Female,780.0,Employed
36.0,58493.8,19252.57,No,Masters,Male,720.0,Self-Employed
34.0,86199.36,12771.04,Yes,Bachelors,Female,692.0,Employed
37.0,43574.42,11105.38,Yes,Bachelors,Male,733.0,Self-Employed
27.0,6022.05,12152.87,No,Bachelors,Male,774.0,Self-Employed
34.0,67336.5,14449.84,No,Masters,Female,691.0,Employed
43.0,57799.83,12872.46,Yes,High School,Male,738.0,Employed
35.0,52365.26,19527.78,Yes,Bachelors,Female,748.0,Employed
21.0,50022.99,28330.22,Yes,High School,Female,729.0,Employed
33.0,55849.7,17912.8,Yes,Masters,Female,720.0,Employed
27.0,,5263.78,Yes,High School,Female,811.0,Employed
41.0,52065.28,15775.36,No,Masters,Female,703.0,Employed
41.0,,9061.01,Yes,Bachelors,Female,,Self-Employed
21.0,27411.99,12961.64,Yes,Bachelors,Male,699.0,Employed
46.0,25811.85,14821.9,Yes,Bachelors,Male,739.0,Self-Employed
27.0,119221.78,13704.29,No,Masters,Male,640.0,Employed
54.0,68735.06,9824.76,No,High School,Female,774.0,Self-Employed
38.0,100490.85,17609.7,Yes,High School,Female,654.0,Unemployed
26.0,66448.18,5030.56,Yes,Masters,Male,741.0,Employed
27.0,67114.47,16931.79,No,PhD,Female,691.0,Self-Employed
41.0,76133.41,10489.81,Yes,Bachelors,Female,801.0,Employed
34.0,82801.41,16393.49,Yes,Bachelors,Male,735.0,Employed
37.0,45066.61,8276.57,Yes,Masters,Female,601.0,Self-Employed
54.0,62404.5,16157.46,Yes,Bachelors,Female,709.0,Employed
31.0,76095.64,21886.57,No,High School,Female,742.0,Employed
39.0,31329.49,12026.56,No,High School,Female,705.0,Self-Employed
52.0,95946.77,11916.89,Yes,Bachelors,Female,669.0,Unemployed
41.0,91255.15,17162.5,Yes,High School,Female,588.0,Employed
22.0,27964.47,16055.35,Yes,Masters,Male,817.0,Employed
43.0,52419.99,8091.33,Yes,Masters,Female,853.0,Employed
26.0,72096.99,20538.14,Yes,Bachelors,Female,668.0,Employed
52.0,86836.85,,Yes,High School,Female,732.0,Employed
,100522.54,21410.45,Yes,High School,Male,697.0,Unemployed
68.0,57253.17,17729.51,Yes,Bachelors,Female,770.0,Employed
53.0,116763.41,24439.05,No,Bachelors,Female,706.0,Employed
30.0,69024.81,5636.95,Yes,Bachelors,Male,705.0,Unemployed
38.0,65517.44,22619.57,No,Bachelors,Male,654.0,Self-Employed
46.0,81234.5,13050.39,Yes,Bachelors,Female,682.0,Employed
46.0,76215.81,12280.16,Yes,Bachelors,Male,764.0,Employed
42.0,75097.68,11427.74,No,Bachelors,Female,750.0,Self-Employed
51.0,109923.22,17546.75,No,PhD,Female,713.0,Self-Employed
37.0,74947.41,19001.22,Yes,High School,Female,788.0,Employed
34.0,50314.51,,Yes,Bachelors,Male,657.0,Employed
35.0,53204.9,16367.89,Yes,Bachelors,Male,663.0,Employed
47.0,99452.49,28819.22,Yes,Masters,Female,712.0,Employed
42.0,83676.58,11650.61,No,Masters,Male,770.0,Unemployed
41.0,38873.02,13027.61,No,PhD,Female,802.0,Employed
46.0,37889.5,22099.46,No,Bachelors,Male,600.0,Employed
17.0,70501.09,7122.44,No,High School,Male,687.0,Employed
41.0,82329.77,16225.58,Yes,Bachelors,Male,783.0,Employed
40.0,56439.05,2923.01,Yes,Masters,Female,653.0,Employed
55.0,36396.6,8102.49,Yes,Bachelors,Female,,Employed
23.0,47496.57,9049.61,No,Bachelors,Male,706.0,Employed
54.0,102915.02,10617.48,Yes,Bachelors,Male,778.0,Employed
39.0,79939.4,8764.01,No,Masters,Male,730.0,Self-Employed
43.0,90001.64,16004.92,Yes,Bachelors,Male,782.0,Self-Employed
55.0,93299.87,21999.22,No,Masters,Male,804.0,Employed
44.0,57479.88,25195.3,Yes,PhD,Female,781.0,Employed
42.0,62539.3,9852.9,Yes,Bachelors,Male,792.0,Unemployed
40.0,66639.89,18642.14,Yes,PhD,Female,641.0,Employed
33.0,78333.7,21042.52,Yes,Masters,Male,693.0,Employed
38.0,91790.1,15604.61,Yes,High School,Female,672.0,Employed
31.0,107397.63,18542.46,Yes,Masters,Female,701.0,Self-Employed
38.0,86286.04,17300.21,Yes,PhD,Female,769.0,Employed
15.0,86431.72,17292.66,Yes,Bachelors,Female,762.0,Employed
42.0,108532.62,11316.82,Yes,Bachelors,Male,708.0,Employed
37.0,65898.82,5030.34,Yes,High School,Male,782.0,Employed
35.0,93780.06,13256.55,Yes,PhD,Female,653.0,Employed
40.0,81565.65,11165.64,No,Bachelors,Female,835.0,Employed
24.0,82299.04,13610.62,Yes,Bachelors,Female,758.0,Self-Employed
57.0,65709.44,19807.26,Yes,Masters,Female,799.0,Self-Employed
37.0,42115.35,22178.38,Yes,High School,Male,699.0,Self-Employed
37.0,76896.69,15753.66,Yes,Bachelors,Female,680.0,Employed
28.0,76981.67,9079.92,No,Bachelors,Female,793.0,Employed
38.0,58491.14,13053.53,Yes,Bachelors,Female,728.0,Employed
52.0,68065.3,11138.1,No,Masters,Female,693.0,Employed
48.0,52362.13,,Yes,Bachelors,Female,725.0,Employed
47.0,52531.78,12666.23,Yes,High School,Male,704.0,Employed
43.0,60380.73,19513.31,Yes,Masters,Female,736.0,Employed
34.0,43431.24,10760.23,Yes,High School,Female,784.0,Employed
23.0,58330.44,25917.16,No,Bachelors,Female,722.0,Employed
36.0,84274.69,7638.18,Yes,Bachelors,Female,615.0,Unemployed
36.0,99122.36,16528.58,Yes,Bachelors,Male,679.0,Employed
48.0,,6947.3,Yes,High School,Female,705.0,Unemployed
41.0,61997.33,20239.47,No,Masters,Male,713.0,Employed
54.0,94002.14,15234.41,Yes,Bachelors,Female,620.0,Employed
50.0,76723.48,16028.77,Yes,Bachelors,Male,697.0,Employed
33.0,65252.92,10513.72,Yes,Bachelors,Male,716.0,Employed
20.0,78044.06,,No,PhD,Male,684.0,Employed
52.0,92042.51,18214.21,No,High School,Male,718.0,Employed
52.0,60033.98,,Yes,Masters,Male,784.0,Employed
24.0,59573.59,14917.22,No,Bachelors,Female,693.0,Employed
53.0,61804.4,10548.39,No,Masters,Female,633.0,Unemployed
42.0,57464.52,10154.26,Yes,Masters,Female,,Employed
40.0,93977.65,11923.46,No,High School,Male,690.0,Employed
54.0,54723.02,13630.23,No,PhD,Male,707.0,Employed
51.0,,15008.74,Yes,Bachelors,Male,722.0,Employed
45.0,76224.06,,No,Masters,Female,652.0,Employed
43.0,74606.52,10674.04,No,Masters,Female,732.0,Employed
44.0,,18795.21,Yes,PhD,Female,696.0,Employed
34.0,103672.43,20447.55,No,Bachelors,Female,732.0,Employed
37.0,57387.28,19568.01,No,Bachelors,Female,748.0,Employed
29.0,66578.28,18531.03,No,High School,Female,779.0,Employed
35.0,31464.99,2487.28,Yes,High School,Female,808.0,Employed
34.0,63900.05,10007.69,Yes,Masters,Female,709.0,Employed
32.0,43540.87,7558.02,Yes,PhD,Female,692.0,Unemployed
39.0,51674.7,6136.78,Yes,PhD,Female,659.0,Employed
35.0,30882.81,20719.55,Yes,Bachelors,Female,748.0,Employed
43.0,52149.91,23475.7,No,PhD,Male,721.0,Employed
22.0,68498.78,15037.85,No,Bachelors,Female,712.0,Employed
,65116.36,17356.65,Yes,Bachelors,Male,658.0,Unemployed
39.0,61704.56,13203.56,Yes,Bachelors,Female,686.0,Employed
35.0,63501.93,20848.44,Yes,Masters,Male,750.0,Employed
36.0,59900.19,16400.13,No,Masters,Male,766.0,Employed
,69307.93,12392.9,Yes,Bachelors,Male,732.0,Self-Employed
42.0,67795.47,17811.48,Yes,Bachelors,Male,724.0,Employed
44.0,75499.61,14091.81,Yes,Bachelors,Male,784.0,Self-Employed
43.0,65980.75,15977.92,Yes,Bachelors,Female,763.0,Self-Employed
48.0,61326.81,18466.65,No,Masters,Male,763.0,Self-Employed
40.0,85564.45,33800.78,No,Bachelors,Male,681.0,Self-Employed
43.0,82057.47,23931.07,No,Masters,Female,830.0,Employed
40.0,69351.49,15750.08,No,High School,Female,798.0,Employed
45.0,93902.07,10301.35,No,Masters,Female,741.0,Employed
22.0,71652.98,3732.32,Yes,Masters,Female,687.0,Unemployed
29.0,66776.55,21421.22,Yes,Bachelors,Female,674.0,Employed
54.0,68628.17,20599.11,No,Masters,Female,742.0,Employed
13.0,73302.35,11860.19,Yes,Bachelors,Male,733.0,Self-Employed
37.0,51656.0,14562.05,Yes,Masters,Male,708.0,Self-Employed
50.0,32527.44,16040.0,No,PhD,Male,667.0,Employed
37.0,75629.42,17970.34,Yes,Bachelors,Male,738.0,Employed
34.0,86680.72,23272.53,Yes,PhD,Male,712.0,Employed
39.0,49980.83,8484.72,No,High School,Female,646.0,Self-Employed
34.0,91461.46,18368.26,Yes,Bachelors,Female,721.0,Employed
38.0,37070.88,16094.12,Yes,PhD,Male,767.0,Self-Employed
31.0,58824.23,12449.32,Yes,Masters,Female,738.0,Employed
49.0,104120.32,19032.3,Yes,Bachelors,Male,704.0,Self-Employed
52.0,77118.73,14443.52,Yes,High School,Male,805.0,Unemployed
37.0,63950.45,14597.98,Yes,Bachelors,Female,684.0,Self-Employed
24.0,75045.72,16568.95,Yes,Masters,Female,739.0,Employed
33.0,93926.86,12710.12,Yes,High School,Male,694.0,Employed
36.0,41096.8,18271.98,Yes,Masters,Female,724.0,Employed
43.0,96357.2,13013.24,No,High School,Female,699.0,Employed
28.0,60199.27,23450.72,No,High School,Female,784.0,Self-Employed
30.0,84167.7,16141.67,Yes,Masters,Male,736.0,Employed
43.0,57715.53,11649.8,Yes,PhD,Male,732.0,Employed
47.0,103674.47,16543.88,No,Masters,Male,701.0,Employed
32.0,69376.74,19947.5,Yes,Masters,Male,712.0,Self-Employed
25.0,,7124.06,Yes,Masters,Male,756.0,Employed
71.0,79401.53,21335.29,Yes,High School,Female,756.0,Employed
46.0,96024.6,16701.44,No,High School,Male,733.0,Unemployed
35.0,93765.26,14848.16,Yes,High School,Female,756.0,Employed
47.0,71870.01,11568.48,Yes,Bachelors,Male,789.0,Employed
37.0,86241.51,16735.26,Yes,Masters,Female,749.0,Employed
47.0,61568.64,10581.74,No,Bachelors,Female,628.0,Employed
,81820.75,5053.92,Yes,Bachelors,Female,732.0,Employed
39.0,77256.26,11434.9,Yes,PhD,Female,820.0,Employed
37.0,12094.68,13637.26,Yes,Bachelors,Male,769.0,Employed
24.0,49987.89,18065.72,No,Bachelors,Female,720.0,Employed
57.0,74156.89,13905.98,Yes,Bachelors,Male,757.0,Employed
29.0,73299.89,9274.53,No,Bachelors,Female,705.0,Employed
24.0,69418.45,11694.47,Yes,Masters,Female,748.0,Employed
36.0,71787.49,,Yes,Masters,Female,757.0,Employed
28.0,94153.35,18227.99,Yes,Bachelors,Male,795.0,Employed
37.0,77082.44,,Yes,Bachelors,Female,640.0,Employed
45.0,23347.48,8190.15,Yes,PhD,Female,663.0,Employed
48.0,108954.19,15255.78,No,Bachelors,Female,700.0,Self-Employed
46.0,31869.08,18868.6,Yes,Masters,Male,756.0,Employed
35.0,89162.85,10634.67,Yes,Bachelors,Male,770.0,Self-Employed
38.0,38713.62,24001.1,No,Bachelors,Female,725.0,Unemployed
42.0,98468.8,12527.56,Yes,PhD,Male,624.0,Employed
20.0,64440.02,20099.8,Yes,High School,Female,784.0,Employed
44.0,77685.55,18455.84,Yes,PhD,Female,740.0,Employed
23.0,30276.8,11561.24,Yes,Masters,Female,742.0,Employed
58.0,84591.26,15080.88,Yes,Bachelors,Female,603.0,Unemployed
34.0,78326.04,21820.69,Yes,Bachelors,Male,793.0,Employed
36.0,82346.47,12315.61,No,Masters,Female,711.0,Employed
30.0,88992.33,15886.38,Yes,Bachelors,Female,781.0,Employed
32.0,,7471.68,Yes,High School,Male,760.0,Employed
61.0,65785.84,16797.93,No,Bachelors,Male,688.0,Employed
47.0,53781.86,12977.37,Yes,Masters,Female,741.0,Employed
23.0,61137.72,17619.31,No,Masters,Male,775.0,Unemployed
53.0,94129.89,10778.12,No,Bachelors,Female,634.0,Employed
50.0,53244.21,16598.6,No,Bachelors,Male,769.0,Employed
35.0,33138.08,13248.76,Yes,PhD,Male,655.0,Employed
41.0,50249.34,1810.42,Yes,PhD,Female,676.0,Employed
38.0,82120.85,,Yes,Masters,Male,663.0,Self-Employed
58.0,63942.96,21305.38,Yes,High School,Female,834.0,Employed
30.0,82089.87,9517.81,Yes,High School,Male,730.0,Employed
39.0,29990.78,11777.2,Yes,Masters,Male,622.0,Employed
34.0,10349.16,21626.74,Yes,PhD,Male,684.0,Employed
24.0,75282.17,17782.41,No,Masters,Female,685.0,Self-Employed
60.0,90093.86,13355.4,Yes,Bachelors,Male,725.0,Employed
26.0,35780.1,16478.82,Yes,High School,Female,683.0,Unemployed
40.0,80520.86,11871.65,Yes,High School,Male,646.0,Employed
21.0,93805.27,27357.35,Yes,Masters,Male,789.0,Unemployed
34.0,69912.33,19434.34,Yes,Bachelors,Female,715.0,Employed
42.0,88021.82,23544.04,Yes,Masters,Male,711.0,Employed
30.0,73808.15,15459.57,Yes,High School,Male,802.0,Employed
44.0,64741.31,8630.82,Yes,Bachelors,Male,815.0,Employed
35.0,86420.31,17516.69,Yes,Bachelors,Female,716.0,Employed
50.0,108255.95,21275.56,No,Bachelors,Female,665.0,Employed
52.0,58843.18,21485.67,Yes,Masters,Female,720.0,Employed
32.0,68245.37,6561.69,Yes,Bachelors,Female,835.0,Unemployed
39.0,50186.29,16057.12,Yes,Bachelors,Male,677.0,Self-Employed
40.0,73104.27,7010.44,Yes,Masters,Male,669.0,Employed
44.0,66872.01,12070.48,Yes,Bachelors,Male,732.0,Employed
38.0,93169.04,17927.11,Yes,Bachelors,Female,716.0,Employed
40.0,98394.96,21656.93,No,Bachelors,Female,735.0,Employed
36.0,85759.71,16112.42,Yes,Masters,Female,731.0,Employed
39.0,90935.29,9261.27,Yes,Bachelors,Male,713.0,Employed
51.0,55903.28,17996.85,Yes,Bachelors,Female,694.0,Employed
44.0,50901.36,10745.64,Yes,Masters,Male,701.0,Self-Employed
45.0,78736.35,13538.39,Yes,Masters,Female,,Self-Employed
45.0,70400.41,15452.2,Yes,Bachelors,Male,708.0,Employed
36.0,109983.78,11650.73,Yes,Bachelors,Male,714.0,Self-Employed
41.0,31567.11,18182.25,Yes,High School,Male,704.0,Employed
27.0,82391.62,18762.29,No,Masters,Female,742.0,Employed
51.0,82061.02,20140.93,Yes,Masters,Male,709.0,Employed
10.0,54760.84,22126.66,Yes,High School,Male,728.0,Employed
37.0,50648.46,14284.13,No,Bachelors,Female,719.0,Employed
49.0,63214.76,8865.22,Yes,PhD,Male,724.0,Employed
24.0,37169.78,9347.24,Yes,Bachelors,Male,667.0,Employed
42.0,99146.66,23675.8,Yes,Bachelors,Male,672.0,Self-Employed
31.0,124014.58,,Yes,High School,Male,776.0,Unemployed
34.0,63174.31,21691.83,No,Bachelors,Male,737.0,Employed
47.0,,12072.47,Yes,High School,Female,668.0,Employed
40.0,,23440.52,No,Bachelors,Male,630.0,Employed
18.0,48077.26,14151.58,No,PhD,Male,765.0,Employed
28.0,58211.11,16715.38,Yes,Masters,Female,753.0,Employed
48.0,94175.36,19132.18,Yes,High School,Male,697.0,Self-Employed
42.0,133860.15,21306.09,Yes,Bachelors,Female,724.0,Self-Employed
55.0,55543.48,17706.15,Yes,Bachelors,Male,730.0,Employed
55.0,51958.93,21875.05,Yes,Masters,Female,675.0,Employed
35.0,46640.14,15066.42,Yes,PhD,Male,720.0,Employed
63.0,79015.79,13985.64,No,High School,Male,715.0,Employed
38.0,76884.42,13398.3,Yes,Bachelors,Female,672.0,Employed
28.0,72018.52,9253.13,Yes,PhD,Male,730.0,Self-Employed
32.0,61113.93,1008.46,Yes,High School,Male,735.0,Self-Employed
15.0,97184.09,20207.13,No,High School,Female,666.0,Employed
54.0,85285.22,13829.43,Yes,Masters,Female,763.0,Employed
54.0,84417.28,18715.72,Yes,PhD,Female,691.0,Employed
28.0,77404.77,17991.4,No,Bachelors,Male,686.0,Unemployed
36.0,66212.22,15790.48,No,Masters,Female,757.0,Employed
39.0,55696.63,19722.42,Yes,Masters,Female,755.0,Employed
28.0,80398.1,20357.53,Yes,High School,Female,678.0,Employed
20.0,78463.25,10241.39,No,High School,Female,742.0,Self-Employed
36.0,81343.82,22664.65,No,High School,Male,741.0,Employed
35.0,38711.32,19321.82,Yes,High School,Female,700.0,Employed
34.0,76785.56,10622.05,No,Masters,Male,749.0,Employed
40.0,63826.66,11753.9,Yes,Bachelors,Male,625.0,Employed
52.0,52428.06,8785.66,Yes,Masters,Male,689.0,Employed
,84568.54,18139.04,Yes,Masters,Female,763.0,Employed
40.0,73545.41,14115.74,No,Masters,Female,696.0,Employed
,117082.47,2535.58,Yes,Bachelors,Female,667.0,Employed
44.0,79689.64,12228.46,No,PhD,Female,586.0,Unemployed
32.0,64055.59,13095.43,Yes,Masters,Male,771.0,Employed
39.0,67834.29,15528.37,Yes,Bachelors,Female,685.0,Unemployed
43.0,46561.97,7304.12,Yes,High School,Male,643.0,Employed
27.0,94616.96,15583.26,No,High School,Male,738.0,Self-Employed
51.0,,22503.67,Yes,Masters,Male,800.0,Self-Employed
52.0,76642.59,15935.04,Yes,Masters,Male,724.0,Unemployed
31.0,48715.63,17947.24,Yes,Bachelors,Male,621.0,Employed
40.0,85580.02,22816.92,Yes,High School,Male,681.0,Unemployed
44.0,51292.04,14527.28,Yes,PhD,Male,770.0,Self-Employed
33.0,58921.81,14365.93,Yes,Bachelors,Male,731.0,Employed
43.0,72508.76,16724.26,No,Bachelors,Female,654.0,Employed
40.0,58381.09,10575.73,No,Masters,Female,847.0,Self-Employed
23.0,54153.39,11527.2,No,Bachelors,Female,691.0,Employed
43.0,68997.29,4803.99,Yes,Bachelors,Male,708.0,Employed
27.0,90200.14,26441.73,Yes,Bachelors,Female,704.0,Employed
47.0,,19153.51,Yes,PhD,Male,764.0,Unemployed
31.0,84148.31,10263.35,Yes,Bachelors,Male,708.0,Self-Employed
36.0,79724.8,20119.29,Yes,High School,Male,627.0,Self-Employed
52.0,60488.72,10959.77,Yes,Bachelors,Male,627.0,Employed
43.0,,15340.28,No,Bachelors,Male,691.0,Employed
27.0,35281.95,15314.92,Yes,Bachelors,Male,,Employed
28.0,78675.79,12769.12,Yes,Bachelors,Male,694.0,Unemployed
32.0,86825.9,10935.86,Yes,Masters,Female,750.0,Employed
42.0,68194.17,21042.74,Yes,Bachelors,Male,792.0,Employed
42.0,55554.16,15422.48,Yes,Bachelors,Male,657.0,Employed
30.0,69258.82,23409.66,Yes,Bachelors,Male,730.0,Self-Employed
26.0,54848.1,,Yes,High School,Female,695.0,Employed
41.0,,12635.92,No,PhD,Female,681.0,Employed
36.0,88914.67,14771.59,Yes,Masters,Female,693.0,Self-Employed
60.0,78933.8,20516.05,Yes,Bachelors,Male,755.0,Employed
38.0,77742.71,11053.94,Yes,High School,Male,724.0,Unemployed
56.0,85206.35,17856.46,Yes,PhD,Female,694.0,Employed
26.0,87517.79,16714.59,Yes,Masters,Female,815.0,Unemployed
22.0,54434.53,22142.23,No,PhD,Female,702.0,Employed
27.0,39240.13,17489.86,Yes,Masters,Female,737.0,Self-Employed
50.0,75557.73,6018.39,No,PhD,Male,715.0,Employed
56.0,88487.71,9930.43,Yes,Masters,Male,643.0,Employed
30.0,38382.03,10183.64,No,Bachelors,Male,,Employed
33.0,71376.64,12737.54,Yes,Bachelors,Female,691.0,Employed
26.0,92566.71,21621.97,Yes,High School,Female,698.0,Unemployed
20.0,,13674.06,Yes,PhD,Female,820.0,Self-Employed
45.0,100422.69,15172.66,Yes,Masters,Female,689.0,Employed
40.0,96676.78,13875.23,No,Masters,Female,724.0,Unemployed
38.0,66345.75,17694.21,No,High School,Female,761.0,Unemployed
24.0,62645.21,11390.75,Yes,Bachelors,Male,682.0,Self-Employed
54.0,63013.28,14147.01,Yes,Bachelors,Male,670.0,Employed
33.0,72697.1,14086.5,Yes,Bachelors,Female,734.0,Employed
43.0,46529.93,14645.42,Yes,Bachelors,Female,721.0,Employed
23.0,42832.58,12171.04,Yes,Bachelors,Female,745.0,Employed
36.0,24570.1,8324.91,Yes,Masters,Male,637.0,Employed
41.0,69576.94,19663.22,Yes,High School,Female,801.0,Employed
41.0,110777.7,14417.97,Yes,High School,Male,723.0,Unemployed
,30189.64,20642.56,Yes,Bachelors,Female,771.0,Self-Employed
43.0,66316.74,17397.35,Yes,Masters,Female,841.0,Unemployed
27.0,65715.85,,No,PhD,Male,713.0,Employed
40.0,66958.67,20653.35,Yes,Masters,Female,676.0,Employed
39.0,95136.02,27989.53,Yes,PhD,Female,701.0,Employed
40.0,,21518.66,Yes,High School,Male,711.0,Employed
39.0,31074.94,19431.99,No,Bachelors,Female,729.0,Employed
25.0,59314.34,16461.52,Yes,Masters,Female,784.0,Employed
25.0,56643.31,21294.08,Yes,Masters,Male,720.0,Employed
16.0,25381.74,11267.37,Yes,Masters,Female,784.0,Employed
46.0,74909.73,17923.77,Yes,High School,Female,778.0,Employed
46.0,46279.75,21386.06,Yes,Masters,Female,727.0,Employed
46.0,68338.01,19761.95,Yes,Bachelors,Female,642.0,Employed
41.0,,14619.05,Yes,Bachelors,Female,765.0,Employed
17.0,48519.68,17277.16,No,Masters,Female,755.0,Self-Employed
28.0,87812.54,13354.23,No,High School,Female,709.0,Unemployed
40.0,64370.8,11158.85,Yes,Bachelors,Female,668.0,Self-Employed
39.0,71085.43,22253.97,Yes,High School,Male,717.0,Employed
36.0,,12828.9,Yes,Masters,Male,745.0,Employed
42.0,75770.03,12786.59,Yes,Bachelors,Female,659.0,Unemployed
38.0,72900.0,12896.73,Yes,Masters,Female,660.0,Employed
39.0,53516.16,11520.51,Yes,Bachelors,Female,876.0,Employed
32.0,47755.09,11376.36,Yes,High School,Male,663.0,Employed
48.0,73156.95,6373.73,No,Bachelors,Male,685.0,Employed
34.0,50761.69,7239.3,No,High School,Female,801.0,Employed
25.0,85888.82,14036.71,Yes,Bachelors,Female,671.0,Unemployed
30.0,67409.21,17282.01,No,Bachelors,Female,668.0,Self-Employed
35.0,82972.24,6619.09,Yes,Bachelors,Male,767.0,Self-Employed
48.0,50284.56,15909.46,No,Bachelors,Female,627.0,Self-Employed
38.0,47176.04,21415.47,Yes,Bachelors,Male,694.0,Self-Employed
36.0,103577.46,12642.45,No,PhD,Male,753.0,Employed
26.0,67010.63,10053.52,No,Masters,Female,796.0,Self-Employed
46.0,88264.33,14699.38,Yes,High School,Male,745.0,Employed
31.0,41761.59,,Yes,High School,Female,743.0,Employed
37.0,64339.43,12203.55,Yes,Masters,Male,728.0,Employed
53.0,96047.22,19764.33,Yes,Bachelors,Female,785.0,Self-Employed
43.0,38707.54,17346.6,Yes,Bachelors,Male,785.0,Unemployed
22.0,115506.31,23655.2,Yes,Bachelors,Female,742.0,Employed
20.0,74050.78,6592.95,No,Bachelors,Male,729.0,Unemployed
37.0,53621.3,7941.42,Yes,Bachelors,Female,671.0,Self-Employed
26.0,77038.97,12907.76,Yes,High School,Female,681.0,Employed
44.0,92182.71,8304.55,Yes,High School,Male,624.0,Employed
38.0,53488.79,22869.46,No,Bachelors,Male,710.0,Employed
40.0,56359.42,16164.22,Yes,Masters,Female,664.0,Employed
31.0,74982.6,13350.45,No,Bachelors,Female,680.0,Employed
55.0,79260.42,22768.45,Yes,Bachelors,Female,780.0,Employed
66.0,66031.25,16462.96,Yes,PhD,Female,,Employed
35.0,78046.79,13955.69,Yes,PhD,Female,688.0,Employed
42.0,87070.98,11091.67,Yes,High School,Female,700.0,Employed
39.0,73466.15,17779.06,Yes,Masters,Female,831.0,Employed
35.0,56170.5,17611.11,Yes,High School,Female,678.0,Employed
30.0,69581.26,18409.15,Yes,Bachelors,Female,,Employed
27.0,,19030.84,No,High School,Female,797.0,Unemployed
27.0,76661.4,22252.83,Yes,Masters,Female,732.0,Employed
42.0,94804.71,10860.14,Yes,High School,Female,740.0,Employed
33.0,59713.22,26183.9,Yes,PhD,Female,635.0,Employed
12.0,75252.82,24000.16,Yes,Bachelors,Male,700.0,Employed
,85886.3,23586.25,Yes,Masters,Male,729.0,Employed
38.0,99955.15,13969.0,Yes,Bachelors,Male,792.0,Self-Employed
51.0,94551.77,11430.1,Yes,Masters,Female,693.0,Self-Employed
42.0,47614.65,15524.56,Yes,Masters,Male,727.0,Employed
23.0,93037.05,16417.24,Yes,Masters,Male,782.0,Self-Employed
16.0,103720.0,19286.07,No,Masters,Male,774.0,Employed
31.0,58502.11,14178.82,No,Bachelors,Male,740.0,Employed
32.0,52110.66,19606.74,Yes,Masters,Male,690.0,Unemployed
47.0,69511.31,13262.78,No,High School,Female,747.0,Employed
38.0,73589.95,15238.75,Yes,High School,Female,728.0,Employed
49.0,62998.62,18614.02,Yes,Masters,Male,660.0,Unemployed
25.0,46265.3,15608.75,Yes,High School,Female,710.0,Unemployed
48.0,99448.12,11620.8,Yes,Masters,Male,748.0,Employed
45.0,52800.79,10490.31,Yes,Masters,Male,796.0,Employed
18.0,59861.45,20325.82,Yes,Bachelors,Male,682.0,Unemployed
51.0,72182.51,17481.31,No,Masters,Female,763.0,Employed
39.0,40550.4,21936.64,No,High School,Male,690.0,Employed
42.0,39022.12,20725.92,Yes,PhD,Male,717.0,Employed
29.0,,13592.0,Yes,Bachelors,Male,700.0,Employed
51.0,86512.6,20033.41,Yes,Bachelors,Female,817.0,Employed
26.0,73760.07,16762.21,No,Masters,Female,752.0,Unemployed
46.0,28812.08,14432.18,No,Masters,Female,760.0,Self-Employed
46.0,97789.67,28249.89,Yes,Masters,Male,685.0,Employed
28.0,85948.19,26729.91,Yes,Bachelors,Female,747.0,Employed
58.0,73820.28,18252.21,Yes,Bachelors,Female,660.0,Employed
40.0,73283.88,10750.27,Yes,High School,Male,593.0,Employed
45.0,83468.32,12607.97,Yes,Bachelors,Female,698.0,Self-Employed
23.0,116526.38,12290.41,Yes,Bachelors,Male,788.0,Unemployed
59.0,87610.48,19071.37,No,Masters,Male,699.0,Self-Employed
26.0,75923.35,16920.18,Yes,Masters,Female,753.0,Employed
48.0,45457.98,13438.83,Yes,High School,Male,851.0,Self-Employed
,73290.38,25331.57,Yes,Masters,Male,716.0,Employed
,85466.24,12851.47,Yes,High School,Male,809.0,Employed
46.0,67696.32,24318.37,Yes,High School,Female,615.0,Unemployed
48.0,59544.29,20854.05,Yes,High School,Male,691.0,Employed
25.0,,18219.94,No,Masters,Female,745.0,Employed
49.0,50238.85,11105.53,Yes,Bachelors,Female,713.0,Employed
48.0,87359.27,23021.35,Yes,Masters,Male,748.0,Employed
29.0,61288.73,24864.93,No,PhD,Female,671.0,Employed
54.0,27550.74,16180.88,Yes,Masters,Male,823.0,Unemployed
23.0,,21238.72,Yes,Bachelors,Female,797.0,Employed
32.0,68857.51,15491.05,Yes,Masters,Male,754.0,Employed
43.0,,22525.09,Yes,Bachelors,Male,670.0,Employed
29.0,78741.02,10258.38,Yes,Masters,Female,721.0,Employed
41.0,44190.99,19946.81,No,Masters,Female,773.0,Employed
40.0,72441.88,2406.74,Yes,High School,Female,691.0,Employed
36.0,59319.9,9150.8,No,Masters,Male,796.0,Employed
46.0,62795.57,9702.07,Yes,Bachelors,Female,741.0,Self-Employed
,50035.36,15068.7,Yes,Bachelors,Female,712.0,Employed
40.0,68981.86,10580.96,Yes,Bachelors,Female,768.0,Employed
49.0,132648.69,10619.04,No,High School,Female,680.0,Employed
46.0,107128.85,14103.26,Yes,Masters,Male,705.0,Self-Employed
46.0,50025.89,14361.62,Yes,Masters,Female,692.0,Self-Employed
27.0,71318.89,9234.37,Yes,Bachelors,Male,639.0,Employed
43.0,63720.29,8284.64,Yes,Masters,Male,616.0,Employed
29.0,72840.53,10744.84,No,Bachelors,Female,675.0,Unemployed
25.0,88326.18,20009.86,Yes,Masters,Male,684.0,Self-Employed
37.0,67413.55,28185.02,Yes,High School,Female,753.0,Employed
29.0,55755.38,22297.81,Yes,Bachelors,Female,702.0,Employed
46.0,93129.68,13214.12,Yes,PhD,Male,752.0,Employed
46.0,45319.35,17081.48,Yes,Bachelors,Female,,Employed
19.0,73786.08,,Yes,High School,Male,737.0,Self-Employed
30.0,40277.94,14284.93,Yes,Bachelors,Male,647.0,Unemployed
23.0,49478.54,15548.39,Yes,Masters,Female,695.0,Employed
33.0,84895.78,16385.86,Yes,Bachelors,Male,768.0,Employed
43.0,56412.17,6269.01,No,Masters,Female,703.0,Employed
36.0,32468.77,11903.7,No,Bachelors,Male,667.0,Employed
32.0,55546.19,14787.36,Yes,Masters,Female,782.0,Employed
51.0,53404.58,26921.87,No,High School,Male,765.0,Self-Employed
15.0,44752.68,18185.44,Yes,Masters,Male,793.0,Employed
50.0,81001.73,20509.9,Yes,Bachelors,Male,658.0,Employed
33.0,39063.75,14448.7,No,High School,Female,,Employed
37.0,58241.25,22194.98,No,Bachelors,Female,796.0,Employed
33.0,72668.16,16421.38,Yes,Masters,Female,655.0,Self-Employed
53.0,63144.2,19128.74,Yes,Bachelors,Male,720.0,Employed
26.0,61916.19,15875.8,Yes,PhD,Male,714.0,Self-Employed
38.0,55545.88,17760.25,Yes,Bachelors,Female,687.0,Employed
43.0,45624.27,12621.47,Yes,High School,Female,659.0,Employed
22.0,57264.78,24148.72,No,Bachelors,Female,702.0,Unemployed
29.0,83151.19,12591.71,Yes,High School,Male,766.0,Employed
37.0,61319.1,10256.38,Yes,High School,Male,691.0,Self-Employed
29.0,73338.42,15801.7,No,High School,Male,658.0,Employed
30.0,92342.36,24365.62,No,High School,Female,724.0,Employed
35.0,81996.08,11584.37,No,Bachelors,Male,619.0,Employed
44.0,44474.4,14094.57,Yes,Bachelors,Female,735.0,Self-Employed
35.0,78959.2,16281.26,No,Masters,Female,751.0,Employed
49.0,90953.39,8379.93,Yes,PhD,Female,697.0,Unemployed
28.0,58356.01,8122.26,Yes,Bachelors,Male,760.0,Self-Employed
25.0,38287.52,20625.99,Yes,High School,Female,716.0,Employed
57.0,61186.09,15377.59,Yes,Masters,Female,707.0,Employed
31.0,73761.11,9698.45,Yes,Bachelors,Male,668.0,Employed
25.0,81848.16,13431.8,No,Masters,Male,768.0,Employed
21.0,59585.07,12203.41,No,Bachelors,Female,696.0,Self-Employed
49.0,29290.23,15039.64,No,Masters,Male,707.0,Employed
35.0,44471.83,15982.87,No,Bachelors,Male,754.0,Self-Employed
35.0,77198.42,4258.23,Yes,Bachelors,Male,678.0,Employed
36.0,109813.49,21670.07,No,High School,Male,682.0,Self-Employed
48.0,69561.07,15369.11,No,Masters,Female,721.0,Employed
36.0,96257.55,11808.18,Yes,High School,Female,640.0,Employed
61.0,48860.9,19421.65,Yes,Bachelors,Female,739.0,Employed
39.0,57047.22,9827.55,Yes,Bachelors,Male,718.0,Employed
49.0,23194.31,13428.55,No,Bachelors,Female,637.0,Employed
46.0,77392.95,8917.23,Yes,Masters,Female,612.0,Self-Employed
38.0,52127.51,18721.94,Yes,Bachelors,Female,,Employed
32.0,81982.02,20967.83,No,Masters,Female,700.0,Employed
41.0,59953.68,16920.42,Yes,PhD,Male,782.0,Unemployed
43.0,110436.26,14054.65,Yes,High School,Female,825.0,Employed
32.0,105864.03,8621.4,Yes,Masters,Female,678.0,Self-Employed
40.0,23932.59,12713.11,Yes,High School,Female,677.0,Employed
50.0,81824.22,16158.87,Yes,Masters,Female,791.0,Self-Employed
59.0,55134.04,12127.5,Yes,Masters,Male,739.0,Employed
47.0,82937.73,12725.37,Yes,PhD,Female,897.0,Employed
57.0,43125.07,9389.15,Yes,Masters,Male,709.0,Employed
32.0,98824.68,11283.32,No,High School,Male,769.0,Employed
45.0,90613.85,7667.24,No,Bachelors,Female,838.0,Unemployed
51.0,41724.95,16383.01,No,Bachelors,Female,659.0,Employed
29.0,66373.79,15249.05,No,Bachelors,Male,672.0,Employed
33.0,73247.92,15472.54,Yes,Masters,Female,741.0,Self-Employed
55.0,84386.37,,Yes,Bachelors,Female,718.0,Employed
28.0,69761.04,12046.67,Yes,Bachelors,Female,728.0,Employed
25.0,85727.44,13510.43,Yes,Bachelors,Female,682.0,Self-Employed
53.0,68584.68,12868.48,No,High School,Female,718.0,Unemployed
50.0,82235.45,15765.95,Yes,Bachelors,Male,702.0,Self-Employed
42.0,42642.7,24164.91,No,Bachelors,Female,747.0,Self-Employed
38.0,69480.17,14054.05,Yes,Bachelors,Male,767.0,Employed
34.0,93002.45,12040.4,Yes,PhD,Male,645.0,Self-Employed
41.0,98221.75,13753.66,No,Bachelors,Male,,Self-Employed
54.0,73460.79,12538.61,No,Bachelors,Female,721.0,Employed
40.0,68017.3,12518.77,Yes,Masters,Female,767.0,Unemployed
60.0,97360.69,12078.23,Yes,Bachelors,Male,711.0,Employed
29.0,67981.43,18425.0,Yes,Bachelors,Male,774.0,Employed
38.0,92890.54,18360.55,Yes,Masters,Female,764.0,Employed
34.0,67867.13,19511.85,Yes,Masters,Female,741.0,Self-Employed
27.0,70799.97,20570.42,Yes,Bachelors,Male,722.0,Self-Employed
36.0,,13177.04,Yes,High School,Male,746.0,Employed
42.0,45014.35,7161.48,Yes,Masters,Female,817.0,Self-Employed
43.0,89562.59,24847.85,No,Bachelors,Female,775.0,Employed
60.0,104456.38,3712.46,No,PhD,Female,753.0,Employed
,72114.25,13291.71,No,Masters,Female,692.0,Self-Employed
50.0,66676.17,7867.34,No,Bachelors,Female,689.0,Employed
39.0,90452.83,17014.12,Yes,PhD,Male,683.0,Employed
55.0,76747.3,10215.66,Yes,Bachelors,Female,658.0,Employed
62.0,22033.55,,Yes,Bachelors,Female,762.0,Self-Employed
43.0,89873.45,16162.33,Yes,Bachelors,Male,727.0,Unemployed
28.0,43261.91,22557.06,Yes,Bachelors,Male,738.0,Employed
33.0,69765.59,15507.89,No,Bachelors,Female,639.0,Employed
41.0,61170.27,20796.39,Yes,Masters,Male,682.0,Self-Employed
43.0,57186.83,9571.94,Yes,Bachelors,Female,714.0,Employed
45.0,70938.75,19925.37,Yes,Bachelors,Female,661.0,Employed
43.0,87872.55,14324.89,No,Masters,Male,662.0,Unemployed
38.0,70626.42,16189.39,Yes,High School,Male,672.0,Employed
32.0,98197.9,19637.56,Yes,Bachelors,Female,745.0,Employed
42.0,100680.02,16932.82,Yes,Bachelors,Male,594.0,Employed
57.0,100497.42,,No,High School,Male,712.0,Self-Employed
48.0,68883.05,,No,PhD,Male,796.0,Employed
,60435.64,9711.69,Yes,High School,Male,773.0,Self-Employed
48.0,69326.05,18576.52,No,Bachelors,Female,776.0,Employed
34.0,92506.44,13271.46,Yes,High School,Male,703.0,Self-Employed
33.0,91307.27,12756.09,No,Bachelors,Male,817.0,Employed
31.0,18095.85,16012.62,Yes,PhD,Male,691.0,Employed
37.0,76116.99,13815.41,Yes,Bachelors,Male,743.0,Employed
34.0,22639.75,20844.56,Yes,Masters,Female,746.0,Employed
50.0,69618.63,18925.42,Yes,Masters,Female,665.0,Self-Employed
33.0,59419.93,18614.51,No,Bachelors,Female,622.0,Unemployed
30.0,53261.6,12923.75,No,High School,Male,764.0,Employed
57.0,86985.11,18549.08,Yes,Bachelors,Female,674.0,Employed
33.0,57054.28,17517.02,Yes,Bachelors,Female,715.0,Unemployed
40.0,69809.91,8918.89,Yes,Masters,Female,740.0,Employed
,51352.64,13769.25,Yes,High School,Male,719.0,Employed
27.0,71474.44,14143.49,Yes,Bachelors,Male,754.0,Self-Employed
50.0,89194.61,22477.43,No,High School,Male,743.0,Self-Employed
44.0,52442.47,12900.99,No,Bachelors,Female,747.0,Employed
54.0,82798.73,17412.07,Yes,Masters,Female,739.0,Self-Employed
31.0,71129.72,21504.83,Yes,Masters,Male,647.0,Employed
39.0,70946.39,10387.23,Yes,Bachelors,Male,721.0,Employed
38.0,62991.84,16397.03,Yes,Bachelors,Female,744.0,Employed
41.0,85468.14,25162.32,Yes,Bachelors,Male,835.0,Self-Employed
23.0,83418.36,7156.16,Yes,Bachelors,Female,740.0,Self-Employed
39.0,67331.3,11965.87,Yes,High School,Female,711.0,Unemployed
24.0,74053.57,16364.6,Yes,Bachelors,Male,754.0,Employed
42.0,84859.52,16821.66,Yes,Bachelors,Male,686.0,Employed
17.0,80830.38,15787.05,Yes,Bachelors,Male,791.0,Employed
19.0,63867.27,17728.57,No,High School,Male,716.0,Employed
46.0,93314.16,21304.78,No,Bachelors,Male,708.0,Employed
33.0,87282.76,15271.23,No,High School,Male,648.0,Unemployed
28.0,112224.78,14628.78,Yes,High School,Male,697.0,Employed
,38608.61,17973.16,No,Masters,Female,716.0,Unemployed
41.0,84039.71,24949.72,Yes,PhD,Female,806.0,Self-Employed
47.0,93041.79,17999.85,No,Masters,Male,700.0,Employed
36.0,90103.34,20194.12,Yes,Bachelors,Female,716.0,Employed
65.0,64945.74,7134.04,Yes,Masters,Female,755.0,Self-Employed
32.0,42736.87,14102.03,No,Bachelors,Female,678.0,Employed
55.0,100793.09,8931.75,Yes,Bachelors,Male,696.0,Employed
37.0,,15076.13,No,High School,Female,785.0,Employed
21.0,64091.1,22134.73,No,Masters,Male,645.0,Employed
,111330.98,8541.12,Yes,Bachelors,Female,685.0,Employed
41.0,44537.72,23685.6,Yes,Bachelors,Male,738.0,Employed
27.0,86377.76,,No,Masters,Female,740.0,Unemployed
29.0,54924.25,19463.84,Yes,Bachelors,Male,852.0,Self-Employed
38.0,54485.34,20144.02,Yes,Masters,Male,728.0,Employed
41.0,73353.05,24977.65,Yes,Masters,Female,690.0,Employed
13.0,83527.5,17905.54,Yes,Bachelors,Female,699.0,Employed
49.0,89004.01,10640.71,No,Masters,Male,776.0,Employed
33.0,91629.46,20062.29,Yes,Bachelors,Female,686.0,Employed
25.0,55868.25,1647.24,Yes,High School,Female,710.0,Self-Employed
47.0,47129.46,10463.3,Yes,Bachelors,Female,766.0,Employed
38.0,63147.12,12097.12,Yes,High School,Male,705.0,Unemployed
50.0,76949.57,4481.39,No,Bachelors,Male,750.0,Unemployed
42.0,65887.24,23420.21,Yes,Bachelors,Female,644.0,Employed
38.0,-2630.78,21645.45,No,Bachelors,Female,670.0,Employed
36.0,33456.4,17255.04,Yes,PhD,Male,692.0,Self-Employed
43.0,65190.54,,Yes,Bachelors,Male,648.0,Employed
34.0,87104.02,16831.5,No,Masters,Male,664.0,Employed
29.0,51907.07,19319.63,No,Bachelors,Male,688.0,Employed
44.0,84661.42,21312.04,Yes,Masters,Male,826.0,Self-Employed
37.0,40077.93,7769.15,No,High School,Male,740.0,Employed
38.0,75111.37,19576.9,No,Masters,Male,761.0,Employed
49.0,75257.04,20645.98,Yes,Masters,Male,754.0,Unemployed
37.0,79374.78,12047.32,No,PhD,Female,606.0,Employed
38.0,49834.37,13844.48,No,Masters,Female,726.0,Employed
32.0,39047.34,,Yes,Bachelors,Female,694.0,Employed
42.0,84521.04,16555.7,Yes,Masters,Female,641.0,Unemployed
41.0,39476.83,16954.1,Yes,Bachelors,Male,743.0,Employed
47.0,54581.81,15979.07,Yes,Bachelors,Female,628.0,Employed
32.0,97833.65,11167.9,Yes,Masters,Female,719.0,Employed
33.0,,21858.93,Yes,Masters,Male,705.0,Self-Employed
46.0,77375.08,12090.9,Yes,Bachelors,Male,676.0,Employed
41.0,82494.71,17763.24,Yes,High School,Female,768.0,Employed
29.0,81782.39,18942.47,Yes,Masters,Male,710.0,Employed
51.0,69574.34,6442.33,No,High School,Female,731.0,Employed
21.0,51971.57,16674.43,Yes,Masters,Female,,Self-Employed
46.0,123681.16,21268.01,No,PhD,Male,761.0,Employed
25.0,64147.31,14929.25,Yes,Masters,Male,726.0,Employed
57.0,76620.93,19494.92,Yes,Bachelors,Male,675.0,Employed
23.0,78802.78,11609.73,No,Bachelors,Female,715.0,Employed
50.0,59340.99,20271.06,No,Bachelors,Male,758.0,Self-Employed
37.0,61486.22,9314.95,No,Masters,Male,689.0,Self-Employed
34.0,99764.65,14890.66,Yes,Masters,Male,743.0,Employed
40.0,55220.45,21174.54,No,Bachelors,Male,688.0,Employed
44.0,,20897.97,Yes,Bachelors,Female,761.0,Employed
29.0,87917.08,8501.46,Yes,Bachelors,Female,716.0,Employed
30.0,65717.15,13929.84,Yes,Bachelors,Male,667.0,Employed
44.0,,12002.57,Yes,Masters,Female,850.0,Self-Employed
21.0,89138.1,20898.65,No,High School,Male,727.0,Employed
32.0,67253.01,14627.52,No,Bachelors,Female,594.0,Employed
68.0,28455.83,15741.45,Yes,Bachelors,Male,674.0,Employed
28.0,100077.67,17409.22,Yes,High School,Male,788.0,Employed
49.0,1400598.056378007,8930.73,No,Bachelors,Male,761.0,Employed
32.0,74309.54,16494.91,Yes,Bachelors,Female,781.0,Employed
43.0,43644.43,9949.15,No,High School,Male,703.0,Self-Employed
45.0,59782.41,12551.16,No,Bachelors,Female,760.0,Employed
49.0,61270.28,12782.66,Yes,Bachelors,Female,706.0,Unemployed
36.0,,17420.04,No,Bachelors,Male,738.0,Self-Employed
58.0,52457.35,11035.7,Yes,PhD,Female,656.0,Employed
32.0,109656.69,12627.38,Yes,Bachelors,Male,,Employed
40.0,70490.64,16620.16,No,Masters,Male,592.0,Employed
40.0,87620.84,21926.52,Yes,High School,Male,714.0,Employed
27.0,69822.91,17188.06,Yes,Masters,Female,677.0,Employed
35.0,89945.36,20653.01,No,Bachelors,Male,730.0,Employed
40.0,27987.0,4380.12,No,Bachelors,Male,664.0,Employed
34.0,,22175.92,Yes,Masters,Female,715.0,Employed
62.0,59564.08,10713.25,No,Masters,Female,876.0,Employed
30.0,59402.29,,Yes,Masters,Female,711.0,Self-Employed
50.0,80373.56,24707.25,Yes,Bachelors,Female,690.0,Employed
47.0,81743.3,15851.56,No,High School,Female,726.0,Unemployed
38.0,68518.97,11250.77,Yes,Masters,Male,569.0,Employed
29.0,69014.07,11941.25,Yes,High School,Male,700.0,Self-Employed
30.0,118810.23,8084.15,Yes,Bachelors,Male,717.0,Employed
33.0,76491.87,15073.02,Yes,Bachelors,Male,730.0,Employed
20.0,25495.85,13320.08,No,Bachelors,Female,773.0,Unemployed
28.0,85402.25,18347.23,No,Masters,Female,740.0,Self-Employed
23.0,81189.3,23594.77,Yes,Bachelors,Male,663.0,Employed
51.0,93186.9,8730.61,Yes,High School,Male,626.0,Employed
44.0,81967.96,17979.77,No,High School,Female,770.0,Employed
46.0,51904.91,7333.82,No,Bachelors,Female,689.0,Employed
44.0,87800.09,17173.96,No,Masters,Male,734.0,Self-Employed
40.0,71986.12,9133.07,No,Bachelors,Male,795.0,Employed
53.0,90923.29,8266.96,Yes,Bachelors,Female,734.0,Self-Employed
32.0,100957.98,27752.9,Yes,Bachelors,Female,643.0,Employed
39.0,67562.67,25739.7,No,High School,Male,736.0,Employed
45.0,87515.94,11460.14,Yes,Masters,Female,708.0,Self-Employed
25.0,90673.07,24510.7,No,High School,Female,650.0,Self-Employed
69.0,73175.0,14802.19,Yes,Bachelors,Male,768.0,Unemployed
38.0,109161.8,,No,High School,Female,737.0,Employed
39.0,90910.87,18247.07,Yes,Bachelors,Female,815.0,Self-Employed
51.0,58292.24,19746.23,Yes,Bachelors,Male,722.0,Employed
47.0,75201.59,18762.16,No,Masters,Male,684.0,Self-Employed
38.0,87203.38,6550.79,No,Masters,Female,738.0,Employed
39.0,108401.79,9284.26,Yes,High School,Male,706.0,Employed
23.0,82417.13,19685.29,Yes,Bachelors,Male,785.0,Self-Employed
32.0,75789.2,9238.85,Yes,Bachelors,Female,725.0,Self-Employed
43.0,1400598.056378007,20091.3,Yes,Masters,Female,687.0,Employed
42.0,65610.91,13185.68,Yes,High School,Male,730.0,Employed
50.0,50200.36,6777.22,Yes,Bachelors,Female,736.0,Employed
37.0,,8405.15,No,Bachelors,Male,731.0,Self-Employed
24.0,62436.63,17270.45,No,High School,Male,706.0,Employed
49.0,124315.38,17509.3,Yes,High School,Male,725.0,Employed
52.0,75059.4,22809.24,No,PhD,Female,692.0,Employed
47.0,84197.38,15099.91,Yes,High School,Male,732.0,Employed
36.0,57433.5,14003.34,No,Masters,Female,674.0,Self-Employed
48.0,95292.01,23987.81,No,Masters,Male,681.0,Employed
72.0,69461.02,10803.0,Yes,Masters,Male,818.0,Employed
39.0,67509.27,13583.49,Yes,PhD,Female,694.0,Employed
25.0,67989.56,17373.97,No,Masters,Female,740.0,Employed
32.0,44171.91,10521.45,No,Bachelors,Female,639.0,Employed
44.0,64989.47,17233.03,Yes,Bachelors,Male,703.0,Employed
22.0,80923.32,15022.01,Yes,High School,Male,764.0,Employed
40.0,39092.28,20675.85,Yes,Masters,Female,740.0,Unemployed
42.0,90433.38,12910.34,No,Bachelors,Female,638.0,Self-Employed
53.0,64633.23,11806.68,Yes,High School,Female,688.0,Employed
51.0,74894.53,24594.79,Yes,High School,Male,767.0,Employed
47.0,25319.71,19257.47,Yes,Bachelors,Female,663.0,Employed
16.0,74499.74,20431.6,Yes,Bachelors,Female,745.0,Employed
47.0,49137.06,19177.76,Yes,High School,Male,733.0,Employed
45.0,62970.83,11630.1,Yes,Masters,Male,638.0,Unemployed
41.0,38650.69,10201.38,No,Masters,Male,756.0,Self-Employed
21.0,52362.37,10254.46,Yes,Bachelors,Female,759.0,Employed
30.0,66728.83,12122.83,No,Bachelors,Male,715.0,Employed
26.0,64564.95,21000.94,Yes,High School,Female,733.0,Self-Employed
18.0,87690.61,14871.61,Yes,Bachelors,Male,,Employed
38.0,,19699.49,No,Bachelors,Male,707.0,Employed
30.0,68972.61,19116.26,Yes,Bachelors,Female,730.0,Employed
64.0,68018.35,23011.77,Yes,Bachelors,Female,772.0,Employed
36.0,60843.86,19007.28,Yes,Bachelors,Female,743.0,Employed
51.0,51735.88,16064.64,Yes,Masters,Female,700.0,Self-Employed
22.0,92043.54,8506.19,Yes,Bachelors,Female,704.0,Employed
33.0,110954.27,24706.39,No,High School,Male,726.0,Self-Employed
39.0,35718.78,20323.6,Yes,Bachelors,Female,708.0,Employed
29.0,51516.3,17120.96,No,High School,Female,719.0,Employed
34.0,49912.79,16062.68,No,PhD,Female,587.0,Unemployed
36.0,64369.57,6097.51,Yes,Bachelors,Female,676.0,Employed
36.0,95116.91,17109.62,Yes,Bachelors,Male,807.0,Self-Employed
57.0,80553.41,12348.83,Yes,Bachelors,Female,742.0,Employed
42.0,66922.95,,Yes,Masters,Female,746.0,Employed
43.0,70327.25,12578.94,No,PhD,Male,743.0,Unemployed
43.0,63619.75,16205.0,Yes,High School,Female,738.0,Self-Employed
44.0,84772.94,16867.39,Yes,Masters,Female,727.0,Employed
37.0,87206.7,9108.35,Yes,High School,Male,779.0,Employed
35.0,81825.96,8189.58,Yes,Bachelors,Female,746.0,Self-Employed
40.0,26069.17,13485.83,No,Masters,Male,634.0,Employed
50.0,70262.82,17853.71,Yes,Bachelors,Female,685.0,Employed
49.0,66269.29,11035.32,No,High School,Male,690.0,Employed
36.0,89826.07,12777.84,Yes,Bachelors,Female,838.0,Employed
46.0,74782.13,15941.28,No,Bachelors,Male,726.0,Employed
36.0,81134.77,10897.61,No,Bachelors,Male,788.0,Employed
38.0,60094.06,4966.86,Yes,Masters,Male,709.0,Employed
33.0,88787.97,16553.65,No,Bachelors,Male,737.0,Self-Employed
36.0,,6266.47,Yes,Bachelors,Female,723.0,Employed
51.0,37460.17,16650.78,No,Bachelors,Male,694.0,Employed
39.0,44076.22,13895.01,Yes,Masters,Female,674.0,Employed
39.0,85249.07,13856.15,No,Masters,Female,720.0,Self-Employed
24.0,66552.15,9485.45,Yes,Masters,Female,681.0,Employed
35.0,90574.27,13340.07,Yes,Masters,Female,727.0,Employed
36.0,74836.42,10606.8,Yes,Bachelors,Male,698.0,Self-Employed
30.0,83857.35,,Yes,Masters,Female,761.0,Employed
38.0,,10980.65,Yes,Bachelors,Female,679.0,Employed
34.0,76795.88,20192.66,Yes,Masters,Female,715.0,Employed
39.0,76852.64,12173.98,No,Masters,Female,705.0,Employed
39.0,56222.12,16215.6,Yes,Bachelors,Female,702.0,Unemployed
28.0,90033.87,15038.05,Yes,Bachelors,Female,760.0,Unemployed
34.0,32093.57,14173.03,Yes,Bachelors,Female,633.0,Employed
39.0,74154.14,14016.19,Yes,Bachelors,Male,626.0,Self-Employed
50.0,44118.45,16237.48,Yes,High School,Female,704.0,Employed
41.0,49553.97,21882.14,Yes,Masters,Female,817.0,Employed
31.0,89719.74,9343.82,Yes,Bachelors,Male,738.0,Employed
42.0,48001.5,6158.8,No,Bachelors,Female,793.0,Employed
55.0,47157.22,10847.88,Yes,Bachelors,Male,774.0,Self-Employed
47.0,81606.44,15639.4,Yes,Bachelors,Male,650.0,Employed
43.0,47784.32,13520.86,Yes,Masters,Male,719.0,Employed
45.0,90364.19,22710.06,Yes,Masters,Male,676.0,Unemployed
52.0,82892.1,22098.85,No,Masters,Female,668.0,Employed
49.0,54447.12,12726.7,No,High School,Male,635.0,Employed
44.0,89607.51,22724.59,No,Bachelors,Male,674.0,Self-Employed
49.0,31228.62,17103.02,No,Bachelors,Male,744.0,Unemployed
27.0,79449.83,11355.94,Yes,High School,Male,752.0,Employed
23.0,45075.37,14401.27,Yes,Masters,Female,738.0,Self-Employed
40.0,59534.01,14034.36,No,Bachelors,Male,676.0,Unemployed
39.0,60825.8,11320.04,Yes,PhD,Female,698.0,Employed
33.0,95627.95,11830.25,No,PhD,Female,669.0,Unemployed
46.0,59974.41,17257.0,No,Bachelors,Female,787.0,Self-Employed
19.0,68427.61,13000.63,Yes,Masters,Male,752.0,Employed
33.0,61236.53,13586.11,Yes,Masters,Female,642.0,Employed
33.0,50347.2,13963.95,No,Masters,Male,734.0,Employed
22.0,49393.98,14159.22,Yes,Bachelors,Male,666.0,Employed
53.0,76174.57,19603.43,No,High School,Male,,Unemployed
24.0,69472.22,10867.75,Yes,Bachelors,Male,758.0,Employed
32.0,85250.33,16151.94,Yes,PhD,Male,574.0,Self-Employed
47.0,65158.73,7434.68,No,Masters,Female,832.0,Employed
44.0,65806.82,12391.47,Yes,Bachelors,Male,775.0,Employed
27.0,85315.06,8462.67,No,High School,Female,681.0,Employed
45.0,62557.85,23089.83,Yes,High School,Female,718.0,Employed
41.0,41208.19,15669.46,Yes,Bachelors,Male,757.0,Employed
61.0,86950.94,12870.9,No,Masters,Male,619.0,Employed
42.0,56457.18,6315.63,No,Masters,Female,741.0,Self-Employed
37.0,71337.73,8303.08,No,Masters,Male,744.0,Unemployed
29.0,57469.72,19258.15,Yes,Masters,Male,765.0,Self-Employed
31.0,50549.97,16773.34,Yes,Bachelors,Male,673.0,Employed
30.0,32025.57,7795.19,Yes,High School,Female,735.0,Employed
52.0,76783.31,7818.34,Yes,PhD,Female,768.0,Unemployed
38.0,2121.71,24240.01,Yes,PhD,Female,673.0,Employed
44.0,95966.9,21776.35,Yes,Bachelors,Female,752.0,Unemployed
53.0,90640.32,,Yes,PhD,Female,672.0,Employed
14.0,51809.96,15580.26,Yes,PhD,Female,693.0,Unemployed
51.0,101765.06,14159.79,Yes,Bachelors,Male,633.0,Employed
39.0,111215.98,8712.52,Yes,Bachelors,Male,598.0,Self-Employed
42.0,64533.67,19301.86,Yes,Bachelors,Male,762.0,Self-Employed
30.0,78219.41,14022.53,Yes,Bachelors,Male,774.0,Employed
30.0,,18651.5,Yes,High School,Female,741.0,Self-Employed
43.0,100272.32,12978.91,No,High School,Female,668.0,Employed
62.0,42147.35,16815.05,No,Masters,Male,759.0,Employed
48.0,65452.61,12598.73,Yes,Masters,Female,732.0,Employed
51.0,,15347.57,No,High School,Female,746.0,Employed
36.0,86270.68,18987.16,Yes,Bachelors,Female,741.0,Employed
32.0,69143.84,12323.78,No,Masters,Female,687.0,Employed
,97846.22,25097.97,Yes,Masters,Male,725.0,Employed
33.0,74669.57,12110.16,Yes,Bachelors,Female,702.0,Employed
17.0,72274.0,15682.24,Yes,Bachelors,Male,727.0,Self-Employed
31.0,83940.86,21910.41,Yes,High School,Male,758.0,Employed
32.0,68782.09,22251.4,Yes,Masters,Male,690.0,Unemployed
36.0,71005.23,17336.67,Yes,High School,Female,757.0,Employed
39.0,54254.16,16344.37,Yes,Bachelors,Male,,Employed
42.0,128668.06,15345.03,Yes,Bachelors,Female,713.0,Self-Employed
38.0,60531.74,21781.79,Yes,Bachelors,Male,713.0,Employed
32.0,84584.89,19786.36,No,Masters,Female,757.0,Employed
18.0,108174.48,20448.0,No,Masters,Male,711.0,Employed
32.0,43143.6,23172.36,Yes,Masters,Female,714.0,Employed
28.0,82223.49,17289.86,No,Bachelors,Female,800.0,Employed
43.0,70463.25,12965.16,Yes,Masters,Male,762.0,Employed
47.0,105894.63,16756.4,Yes,Bachelors,Male,779.0,Employed
47.0,51815.78,15280.56,Yes,Masters,Male,802.0,Self-Employed
46.0,54954.91,14054.65,Yes,Masters,Male,733.0,Employed
37.0,69001.84,12978.49,Yes,Masters,Male,838.0,Employed
33.0,60129.71,17738.48,Yes,Masters,Male,744.0,Self-Employed
31.0,60814.45,18187.91,Yes,Bachelors,Male,654.0,Unemployed
23.0,110568.59,11519.94,No,Bachelors,Male,694.0,Self-Employed
48.0,72540.85,16579.95,Yes,Bachelors,Male,640.0,Employed
36.0,54306.29,23116.32,Yes,Masters,Male,778.0,Employed
26.0,62199.66,11267.41,Yes,High School,Male,731.0,Employed
30.0,78097.83,21844.95,Yes,Bachelors,Male,695.0,Employed
29.0,76747.35,10627.4,Yes,Bachelors,Female,729.0,Employed
38.0,58454.72,16806.6,Yes,Masters,Male,711.0,Employed
49.0,37439.37,6094.95,Yes,Masters,Female,676.0,Self-Employed
35.0,68989.19,18198.96,Yes,Bachelors,Male,830.0,Employed
15.0,68448.1,13895.99,Yes,Bachelors,Female,728.0,Employed
36.0,57077.4,6275.94,No,Masters,Female,724.0,Employed
36.0,95595.6,12644.04,Yes,Masters,Male,715.0,Employed
36.0,81491.56,23830.96,Yes,Masters,Female,662.0,Employed
32.0,72696.37,17849.65,No,Masters,Male,633.0,Employed
40.0,,15564.94,No,Bachelors,Female,783.0,Self-Employed
39.0,104660.57,17651.68,Yes,High School,Female,1100.0,Unemployed
38.0,46910.54,20049.26,Yes,High School,Female,609.0,Employed
42.0,60068.08,22618.26,No,Bachelors,Female,646.0,Employed
34.0,60952.64,13545.04,Yes,Bachelors,Male,750.0,Self-Employed
33.0,75979.21,17964.13,No,Bachelors,Female,755.0,Employed
52.0,83217.7,17375.35,Yes,Bachelors,Male,697.0,Employed
44.0,43268.51,15533.26,Yes,Bachelors,Male,776.0,Unemployed
46.0,56307.8,14067.68,Yes,Bachelors,Male,650.0,Employed
50.0,78952.89,23020.03,Yes,Masters,Female,800.0,Self-Employed
43.0,56697.07,16315.17,Yes,High School,Female,637.0,Employed
47.0,61964.48,8913.01,Yes,Masters,Female,747.0,Unemployed
22.0,73452.89,,Yes,High School,Male,732.0,Employed
40.0,50401.49,19770.88,No,Bachelors,Female,761.0,Employed
36.0,75552.23,12848.37,Yes,Bachelors,Female,632.0,Employed
55.0,82251.2,14239.03,Yes,PhD,Female,706.0,Employed
47.0,70767.74,17039.22,Yes,Bachelors,Female,772.0,Employed
32.0,98507.68,27304.06,Yes,Masters,Female,666.0,Employed
42.0,84508.45,21768.74,Yes,Masters,Female,792.0,Self-Employed
40.0,69181.57,13866.49,Yes,Masters,Female,620.0,Employed
43.0,63571.5,18653.64,No,Masters,Male,635.0,Employed
28.0,105094.38,11988.46,Yes,Bachelors,Male,677.0,Employed
42.0,56770.86,18869.29,Yes,PhD,Male,752.0,Employed
36.0,64556.55,10886.73,Yes,PhD,Male,790.0,Self-Employed
41.0,61803.67,15913.12,Yes,High School,Female,686.0,Self-Employed
31.0,77956.07,16079.81,Yes,High School,Female,731.0,Employed
32.0,115103.13,9742.19,Yes,Bachelors,Female,783.0,Employed
50.0,74933.45,12057.46,No,Bachelors,Female,751.0,Self-Employed
27.0,63558.52,4127.81,Yes,Bachelors,Male,827.0,Self-Employed
28.0,73773.43,,Yes,High School,Female,688.0,Employed
37.0,43742.83,20577.86,Yes,Masters,Female,784.0,Self-Employed
30.0,66244.31,24994.53,No,Bachelors,Female,682.0,Employed
29.0,104081.69,22458.35,Yes,Bachelors,Male,738.0,Employed
39.0,83239.8,13071.46,Yes,High School,Female,724.0,Employed
23.0,94619.35,14965.62,Yes,PhD,Male,738.0,Employed
28.0,,14643.86,No,Bachelors,Male,665.0,Employed
59.0,55824.01,13952.44,No,High School,Female,693.0,Employed
43.0,108239.76,19871.6,No,High School,Female,673.0,Employed
31.0,34479.03,12242.78,Yes,Bachelors,Female,688.0,Unemployed
42.0,76649.95,22261.99,No,High School,Male,,Employed
44.0,28807.0,15693.72,No,Masters,Female,670.0,Employed
48.0,35733.85,9170.23,No,High School,Female,683.0,Employed
37.0,88711.3,14513.95,Yes,Bachelors,Female,749.0,Employed
48.0,56173.34,17395.1,Yes,Masters,Female,736.0,Employed
18.0,94897.71,19884.66,Yes,Bachelors,Female,805.0,Employed
27.0,26512.65,18771.13,Yes,Bachelors,Male,727.0,Employed
40.0,68229.84,13418.8,No,Masters,Female,808.0,Self-Employed
41.0,45681.15,12407.75,Yes,Bachelors,Female,644.0,Self-Employed
29.0,63429.57,23652.34,No,High School,Female,626.0,Employed
41.0,100966.97,15132.66,Yes,Masters,Female,702.0,Employed
32.0,105836.04,9331.77,No,Bachelors,Male,697.0,Employed
35.0,80258.58,12072.93,Yes,Bachelors,Female,682.0,Employed
48.0,38107.61,5189.69,Yes,Bachelors,Male,699.0,Employed
47.0,45866.3,6855.91,No,Bachelors,Male,757.0,Unemployed
28.0,73201.1,12351.02,Yes,Masters,Female,698.0,Employed
,53881.82,11021.42,Yes,Bachelors,Male,755.0,Self-Employed
34.0,83159.45,11567.18,Yes,Masters,Male,782.0,Self-Employed
38.0,103518.5,18851.21,Yes,Bachelors,Male,758.0,Employed
31.0,50346.6,19370.5,Yes,Masters,Female,709.0,Employed
48.0,52098.77,9176.76,No,Masters,Male,699.0,Employed
41.0,46391.3,24457.69,Yes,Masters,Male,785.0,Employed
42.0,64914.82,15503.23,No,High School,Male,803.0,Self-Employed
,71044.55,15038.95,Yes,Masters,Female,736.0,Employed
50.0,70431.63,11040.34,No,Bachelors,Male,760.0,Self-Employed
10.0,87953.71,13498.26,No,Masters,Female,751.0,Self-Employed
46.0,77859.43,25143.04,No,Bachelors,Male,687.0,Self-Employed
47.0,68825.72,9593.73,No,Bachelors,Female,726.0,Employed
34.0,70818.31,,Yes,High School,Female,738.0,Employed
51.0,71710.24,12287.83,No,Bachelors,Female,789.0,Employed
37.0,68843.92,5951.68,Yes,High School,Female,712.0,Self-Employed
39.0,56457.71,7320.66,Yes,Bachelors,Male,661.0,Employed
41.0,45938.59,18053.45,No,Masters,Female,713.0,Self-Employed
70.0,72845.54,6386.76,No,High School,Female,711.0,Self-Employed
51.0,60014.0,8825.4,Yes,Masters,Female,682.0,Employed
45.0,80502.08,19109.41,No,Bachelors,Male,771.0,Self-Employed
29.0,71439.65,18505.68,Yes,Bachelors,Male,775.0,Unemployed
39.0,70298.29,15293.05,Yes,Bachelors,Male,595.0,Employed
30.0,89689.47,9109.62,Yes,High School,Male,784.0,Employed
46.0,41907.77,9091.26,No,PhD,Female,735.0,Self-Employed
39.0,105384.98,8379.99,No,Bachelors,Female,725.0,Employed
27.0,,14331.56,No,Masters,Male,745.0,Employed
39.0,99015.91,18205.76,Yes,Bachelors,Female,633.0,Employed
30.0,74016.74,12879.41,Yes,Masters,Female,696.0,Employed
40.0,59519.13,19424.01,Yes,Bachelors,Female,754.0,Employed
29.0,40567.27,23050.21,Yes,Bachelors,Male,747.0,Self-Employed
38.0,58010.21,16955.47,Yes,PhD,Female,703.0,Employed
46.0,66726.46,8733.17,No,Masters,Male,723.0,Self-Employed
37.0,73898.36,15429.93,Yes,Masters,Female,727.0,Employed
34.0,98911.95,21767.63,Yes,Bachelors,Male,740.0,Employed
40.0,71468.28,11845.35,Yes,Bachelors,Male,829.0,Employed
45.0,76393.08,11710.89,Yes,Masters,Female,645.0,Employed
27.0,77002.28,20699.33,Yes,High School,Male,678.0,Self-Employed
41.0,63449.25,7819.94,Yes,High School,Male,720.0,Employed
51.0,66155.86,15992.27,Yes,Bachelors,Female,743.0,Employed
44.0,,11911.94,No,Bachelors,Female,,Employed
39.0,82529.09,12835.89,Yes,Masters,Male,672.0,Employed
44.0,51741.42,23516.73,Yes,High School,Male,744.0,Unemployed
43.0,59868.46,,No,High School,Female,736.0,Employed
46.0,77126.78,15607.96,Yes,Bachelors,Female,732.0,Employed
18.0,48470.33,20157.37,Yes,High School,Female,692.0,Employed
22.0,72273.0,8589.33,No,High School,Female,744.0,Self-Employed
48.0,59086.45,19179.85,Yes,Masters,Female,779.0,Employed
23.0,80105.72,12759.31,Yes,Bachelors,Male,762.0,Employed
42.0,97476.46,8599.06,Yes,Bachelors,Male,663.0,Employed
34.0,59107.46,12538.22,Yes,Masters,Male,672.0,Employed
28.0,85154.02,15310.91,Yes,Masters,Male,757.0,Employed
41.0,74012.06,16200.65,No,PhD,Male,690.0,Employed
40.0,,11254.92,Yes,High School,Male,658.0,Employed
59.0,70132.63,13919.78,Yes,Masters,Female,691.0,Unemployed
32.0,95959.14,8036.01,No,PhD,Male,686.0,Employed
52.0,66563.6,11461.09,Yes,Bachelors,Male,706.0,Employed
42.0,96182.15,8190.0,Yes,Bachelors,Male,711.0,Self-Employed
31.0,67600.67,14603.61,No,Bachelors,Female,631.0,Employed
46.0,41751.46,10812.49,Yes,Bachelors,Female,732.0,Employed
44.0,67065.19,25373.56,Yes,Masters,Female,744.0,Employed
38.0,40193.89,16914.59,Yes,Bachelors,Female,727.0,Self-Employed
41.0,63645.76,6868.62,Yes,Masters,Female,748.0,Unemployed
32.0,62877.63,11268.63,No,Bachelors,Male,746.0,Employed
30.0,106337.11,18512.28,Yes,Bachelors,Female,658.0,Employed
46.0,102187.35,16222.98,Yes,Masters,Female,719.0,Employed
36.0,71707.96,,Yes,Masters,Female,736.0,Employed
37.0,94227.13,11063.74,Yes,Bachelors,Male,,Self-Employed
41.0,62045.15,,Yes,Bachelors,Male,791.0,Self-Employed
41.0,41455.12,16856.17,No,PhD,Male,740.0,Self-Employed
24.0,80556.53,17880.95,Yes,Bachelors,Female,723.0,Self-Employed
51.0,77227.65,13600.01,Yes,High School,Male,763.0,Employed
39.0,51249.41,10717.11,Yes,Bachelors,Male,765.0,Employed
36.0,52133.95,8619.9,Yes,Masters,Male,723.0,Employed
42.0,88791.34,19747.91,Yes,Bachelors,Female,786.0,Employed
40.0,36329.4,24717.83,Yes,High School,Male,729.0,Employed
46.0,81163.62,16385.03,Yes,Masters,Male,695.0,Employed
43.0,63710.48,19678.95,Yes,Masters,Male,767.0,Employed
45.0,81191.27,11005.05,Yes,High School,Female,685.0,Employed
52.0,89766.11,14895.73,Yes,Bachelors,Male,793.0,Self-Employed
47.0,52513.52,14685.22,Yes,Bachelors,Male,696.0,Employed
36.0,47196.55,16924.85,Yes,Bachelors,Female,670.0,Employed
27.0,99325.73,15388.12,Yes,Bachelors,Male,682.0,Employed
55.0,68856.27,28885.34,Yes,Bachelors,Female,759.0,Employed
36.0,76554.96,18998.12,Yes,Masters,Female,688.0,Employed
33.0,88215.41,21496.48,Yes,Bachelors,Male,682.0,Employed
21.0,50774.24,16354.14,No,PhD,Male,702.0,Employed
41.0,88039.24,4370.42,Yes,Masters,Female,587.0,Unemployed
39.0,82803.06,17241.58,Yes,High School,Male,783.0,Employed
23.0,99400.46,20476.28,Yes,PhD,Male,648.0,Employed
43.0,99051.66,21967.31,No,Bachelors,Male,777.0,Employed
33.0,71268.73,14663.9,Yes,High School,Female,779.0,Employed
65.0,,7823.98,Yes,Masters,Male,750.0,Self-Employed
32.0,70891.02,13553.6,Yes,Bachelors,Female,721.0,Unemployed
34.0,72904.88,7750.8,Yes,Bachelors,Female,716.0,Employed
29.0,,,Yes,High School,Female,801.0,Employed
51.0,65510.1,17269.32,No,High School,Male,834.0,Employed
34.0,34104.7,12437.8,Yes,Bachelors,Male,623.0,Employed
31.0,67250.39,18710.64,Yes,Bachelors,Female,756.0,Employed
45.0,96400.86,22345.68,Yes,High School,Male,706.0,Employed
24.0,85558.59,18920.8,Yes,Masters,Male,830.0,Employed
44.0,72244.96,24998.43,Yes,Bachelors,Male,733.0,Unemployed
56.0,,10572.35,Yes,High School,Male,684.0,Self-Employed
44.0,59193.6,19864.98,No,Bachelors,Female,677.0,Employed
44.0,51629.8,7704.45,Yes,Masters,Male,717.0,Employed
47.0,86373.38,24469.52,No,Bachelors,Male,613.0,Employed
55.0,39299.32,18640.47,Yes,Masters,Female,662.0,Employed
50.0,38839.82,13132.64,Yes,High School,Male,648.0,Employed
42.0,88087.16,9221.3,Yes,Masters,Male,588.0,Employed
47.0,74157.06,12300.36,No,Bachelors,Male,752.0,Employed
29.0,70896.51,13702.55,Yes,Bachelors,Male,757.0,Employed
46.0,74141.21,16080.83,Yes,Bachelors,Male,766.0,Employed
28.0,110201.71,14914.84,Yes,Masters,Female,667.0,Employed
34.0,71120.78,11832.08,Yes,Bachelors,Male,744.0,Employed
7.0,75865.81,20787.26,Yes,Masters,Female,719.0,Employed
42.0,111161.16,6503.79,Yes,Masters,Female,668.0,Employed
32.0,68728.18,17866.48,Yes,High School,Female,700.0,Employed
49.0,104526.36,15928.61,No,High School,Male,653.0,Employed
42.0,27859.76,14965.04,Yes,Bachelors,Female,632.0,Unemployed
49.0,46762.4,18150.64,Yes,Bachelors,Female,677.0,Employed
27.0,56640.56,11661.21,No,PhD,Female,689.0,Employed
48.0,81679.84,11151.27,No,Bachelors,Male,762.0,Employed
59.0,105479.81,13552.19,No,Masters,Female,685.0,Unemployed
46.0,58183.62,12367.13,Yes,High School,Female,771.0,Employed
46.0,89565.05,13815.11,Yes,Masters,Female,777.0,Employed
40.0,114744.5,18600.13,Yes,Masters,Male,729.0,Employed
33.0,101295.21,15552.12,Yes,Masters,Male,697.0,Employed
46.0,61922.53,,Yes,Bachelors,Male,670.0,Employed
23.0,87371.26,16156.16,No,High School,Female,676.0,Employed
34.0,76788.13,13348.9,No,High School,Female,754.0,Employed
20.0,56810.98,19517.32,Yes,High School,Female,762.0,Employed
31.0,78545.86,17827.43,No,Bachelors,Female,703.0,Unemployed
44.0,60523.8,15027.79,No,Bachelors,Male,728.0,Employed
43.0,72487.07,9337.38,No,High School,Male,645.0,Employed
39.0,42432.05,21546.78,Yes,Bachelors,Female,692.0,Employed
40.0,34741.38,18322.7,Yes,Masters,Female,739.0,Employed
19.0,64269.26,17835.58,Yes,Bachelors,Female,687.0,Employed
,76362.83,23496.08,Yes,Bachelors,Female,659.0,Employed
31.0,47442.73,18477.4,No,Masters,Female,675.0,Unemployed
31.0,80525.91,14757.27,No,Masters,Male,647.0,Employed
44.0,70854.99,12446.73,Yes,Bachelors,Female,667.0,Employed
29.0,83005.03,12251.91,No,High School,Male,760.0,Employed
32.0,88912.77,16378.54,No,High School,Female,791.0,Employed
17.0,96871.53,19833.36,No,Masters,Male,805.0,Employed
35.0,82065.44,19889.72,No,Bachelors,Female,710.0,Employed
27.0,64094.71,8097.65,Yes,Bachelors,Female,714.0,Self-Employed
39.0,73777.26,19622.88,No,Masters,Female,758.0,Employed
28.0,116583.62,13518.4,Yes,Bachelors,Male,657.0,Employed
39.0,89709.29,12058.16,No,Bachelors,Male,680.0,Unemployed
37.0,71430.72,16830.27,Yes,Bachelors,Female,686.0,Employed
55.0,66989.32,18938.39,Yes,Masters,Female,788.0,Employed
43.0,58035.21,8833.9,No,Masters,Female,695.0,Employed
20.0,46256.03,16086.87,No,Masters,Male,780.0,Employed
25.0,104162.27,6893.95,Yes,High School,Female,685.0,Employed
39.0,79569.98,18959.56,No,Masters,Female,667.0,Employed
29.0,44622.92,9452.07,No,Bachelors,Female,805.0,Self-Employed
8.0,67493.23,15953.73,Yes,High School,Female,730.0,Employed
51.0,95409.77,13167.83,Yes,Masters,Female,685.0,Employed
45.0,61061.2,12147.73,Yes,Bachelors,Female,634.0,Self-Employed
43.0,53710.27,4997.68,No,High School,Female,691.0,Employed
32.0,77135.38,8004.28,Yes,Bachelors,Female,812.0,Employed
42.0,83163.01,14624.07,No,Bachelors,Male,702.0,Employed
31.0,61086.34,10349.4,Yes,PhD,Male,593.0,Employed
40.0,58009.23,13406.87,Yes,Bachelors,Female,699.0,Employed
29.0,79211.74,11065.93,No,Bachelors,Female,760.0,Employed
,47503.09,13608.6,No,High School,Male,706.0,Employed
22.0,59235.96,8991.38,No,Masters,Female,748.0,Employed
50.0,67592.82,12619.22,Yes,Bachelors,Female,740.0,Employed
38.0,84780.64,13660.18,No,Masters,Female,707.0,Employed
33.0,61446.54,15147.66,Yes,High School,Male,682.0,Employed
40.0,81265.74,5875.49,Yes,Bachelors,Female,693.0,Employed
45.0,93320.7,15256.12,Yes,High School,Male,696.0,Self-Employed
52.0,59871.24,9440.51,Yes,Masters,Male,641.0,Employed
41.0,134458.57,8169.51,Yes,High School,Male,744.0,Employed
29.0,98391.58,21156.72,Yes,Bachelors,Male,686.0,Employed
39.0,75449.07,18647.63,No,Masters,Male,776.0,Self-Employed
56.0,66364.27,17754.97,Yes,Masters,Female,784.0,Unemployed
51.0,58893.6,13896.07,Yes,Masters,Female,699.0,Self-Employed
47.0,103225.4,12095.87,Yes,Masters,Male,718.0,Self-Employed
46.0,74209.99,22436.41,Yes,PhD,Female,693.0,Employed
45.0,41223.61,15674.27,Yes,Bachelors,Female,643.0,Employed
50.0,35757.57,10505.65,Yes,High School,Male,691.0,Self-Employed
33.0,72248.83,10025.95,Yes,PhD,Female,720.0,Self-Employed
24.0,72688.91,16555.91,Yes,Masters,Male,748.0,Employed
39.0,51660.58,,No,Bachelors,Male,810.0,Employed
30.0,39711.26,20166.18,No,High School,Male,689.0,Employed
27.0,30738.22,15360.55,No,High School,Male,677.0,Unemployed
31.0,54813.4,8996.92,Yes,Masters,Male,764.0,Employed
63.0,62745.04,24304.91,Yes,Bachelors,Female,582.0,Employed
39.0,83835.42,9897.16,Yes,Bachelors,Female,670.0,Self-Employed
42.0,67393.32,8889.81,No,Bachelors,Female,776.0,Self-Employed
26.0,91279.74,14580.46,Yes,Bachelors,Female,672.0,Employed
20.0,82101.43,17328.95,Yes,High School,Female,693.0,Employed
30.0,80264.6,10503.08,Yes,Masters,Female,720.0,Employed
,89584.97,18477.65,Yes,High School,Male,754.0,Employed
41.0,42266.11,12532.53,Yes,High School,Male,718.0,Employed
44.0,59275.12,27225.85,Yes,High School,Male,717.0,Employed
45.0,118028.29,16667.35,No,Bachelors,Female,703.0,Self-Employed
32.0,31875.46,9575.18,No,Masters,Female,706.0,Employed
52.0,64044.15,11482.24,Yes,Bachelors,Female,678.0,Employed
32.0,79522.97,17465.75,Yes,Bachelors,Female,668.0,Employed
52.0,32461.26,10939.28,No,Bachelors,Female,783.0,Self-Employed
42.0,54946.39,14618.65,No,High School,Male,686.0,Employed
20.0,109919.93,,No,High School,Male,709.0,Employed
31.0,73408.81,18199.03,Yes,Masters,Male,768.0,Employed
20.0,58510.95,17974.03,Yes,Bachelors,Female,616.0,Employed
50.0,74209.4,24919.85,Yes,Bachelors,Female,645.0,Employed
38.0,58472.83,11205.42,No,Bachelors,Female,718.0,Employed
16.0,104250.43,14917.19,Yes,Bachelors,Male,720.0,Employed
42.0,50179.46,13483.41,Yes,Bachelors,Female,641.0,Employed
33.0,59544.16,11867.79,Yes,High School,Male,628.0,Employed
23.0,40155.57,13723.89,No,Bachelors,Male,645.0,Employed
55.0,64091.1,12721.61,Yes,Masters,Male,734.0,Employed
,66508.68,11709.44,Yes,Masters,Male,759.0,Self-Employed
35.0,93912.81,13522.7,Yes,High School,Male,729.0,Self-Employed
34.0,49665.38,11728.87,Yes,Masters,Male,629.0,Employed
23.0,79672.57,16620.97,Yes,Masters,Male,656.0,Employed
25.0,71734.54,10226.56,Yes,Masters,Male,709.0,Self-Employed
51.0,32149.9,20084.42,Yes,Bachelors,Male,719.0,Employed
33.0,55493.99,18628.87,Yes,High School,Male,691.0,Employed
38.0,54698.76,17230.16,Yes,High School,Female,701.0,Self-Employed
18.0,103660.79,12706.46,Yes,High School,Female,735.0,Employed
25.0,80914.54,15220.35,Yes,Masters,Male,821.0,Unemployed
44.0,72893.41,14374.65,Yes,Bachelors,Male,771.0,Employed
42.0,-15907.82,15134.8,Yes,High School,Female,702.0,Employed
56.0,31834.61,8304.7,No,Bachelors,Male,711.0,Self-Employed
51.0,84555.76,15522.85,No,Masters,Female,714.0,Employed
36.0,85640.86,16625.54,Yes,PhD,Male,691.0,Employed
43.0,55155.04,22220.28,Yes,PhD,Female,784.0,Self-Employed
35.0,70553.56,9965.82,Yes,Bachelors,Male,782.0,Self-Employed
59.0,69135.27,9072.73,Yes,Bachelors,Male,731.0,Employed
49.0,73388.92,19917.28,Yes,Bachelors,Female,795.0,Self-Employed
,62559.91,7439.09,Yes,High School,Male,692.0,Employed
40.0,1400598.056378007,22277.82,Yes,High School,Male,745.0,Employed
52.0,92122.19,20915.2,Yes,High School,Male,783.0,Self-Employed
44.0,50807.67,17906.05,Yes,Masters,Female,750.0,Employed
54.0,46112.55,7413.44,No,Masters,Male,803.0,Self-Employed
16.0,54077.72,14202.69,Yes,High School,Male,746.0,Employed
43.0,70974.36,14737.6,Yes,Bachelors,Female,711.0,Self-Employed
,77112.62,16446.24,Yes,Masters,Female,664.0,Self-Employed
56.0,85769.0,17769.63,Yes,High School,Male,698.0,Employed
53.0,89428.44,11253.2,Yes,Masters,Female,763.0,Employed
38.0,77248.97,20305.54,No,Bachelors,Male,771.0,Employed
53.0,74591.84,,No,High School,Male,619.0,Employed
56.0,102977.91,17552.92,No,Masters,Female,692.0,Self-Employed
39.0,70100.0,13882.85,Yes,Bachelors,Male,,Employed
63.0,81800.94,16940.77,Yes,Bachelors,Female,730.0,Employed
38.0,76405.09,4285.73,Yes,High School,Male,682.0,Employed
36.0,66536.27,16988.07,Yes,Masters,Male,796.0,Employed
47.0,66668.24,23288.95,Yes,Masters,Female,,Self-Employed
34.0,96439.14,18904.44,Yes,Masters,Female,,Employed
39.0,68195.39,18320.5,Yes,Bachelors,Male,702.0,Self-Employed
52.0,62946.62,18864.53,Yes,Masters,Female,642.0,Employed
38.0,55258.89,21046.49,Yes,PhD,Male,727.0,Employed
21.0,,14003.92,No,Bachelors,Female,821.0,Employed
42.0,59757.24,19926.1,Yes,Bachelors,Female,729.0,Employed
31.0,76635.89,17287.29,Yes,High School,Male,750.0,Employed
47.0,73554.47,15322.43,No,Bachelors,Female,744.0,Employed
45.0,61452.24,21752.94,No,Masters,Female,654.0,Employed
53.0,42088.32,11561.77,Yes,Bachelors,Male,672.0,Employed
47.0,49415.51,11751.34,Yes,High School,Female,692.0,Employed
49.0,52562.57,3216.5,Yes,Masters,Female,706.0,Employed
31.0,49919.4,10354.5,Yes,Bachelors,Male,769.0,Employed
46.0,79105.36,12799.04,Yes,Bachelors,Female,682.0,Unemployed
58.0,112583.51,14749.52,Yes,Masters,Female,597.0,Employed
31.0,59780.2,17244.62,No,High School,Male,677.0,Employed
56.0,62314.51,19406.16,Yes,Bachelors,Female,697.0,Employed
33.0,58308.35,8353.77,Yes,Masters,Male,787.0,Employed
29.0,87153.54,15548.44,Yes,High School,Male,679.0,Employed
41.0,78527.14,10084.15,No,PhD,Female,554.0,Employed
45.0,69667.45,8349.54,Yes,Bachelors,Male,672.0,Self-Employed
47.0,45737.77,16621.18,Yes,High School,Male,721.0,Employed
28.0,50644.75,15508.18,Yes,Bachelors,Male,603.0,Employed
42.0,73505.87,17466.96,Yes,PhD,Male,749.0,Employed
31.0,74465.75,17898.8,No,Bachelors,Male,743.0,Unemployed
23.0,69677.81,12588.54,Yes,High School,Female,721.0,Employed
29.0,83298.54,20471.78,Yes,High School,Female,745.0,Employed
30.0,45548.45,10407.55,No,PhD,Male,697.0,Employed
43.0,76071.8,9722.01,Yes,High School,Male,687.0,Employed
50.0,74959.73,16990.96,Yes,Masters,Male,,Employed
23.0,50841.22,16073.45,Yes,Bachelors,Female,704.0,Employed
42.0,57902.01,10951.05,Yes,High School,Female,821.0,Employed
26.0,83862.59,10836.24,Yes,High School,Male,682.0,Employed
44.0,47228.17,16899.4,Yes,Masters,Male,758.0,Employed
32.0,119275.42,16250.91,Yes,Bachelors,Female,671.0,Employed
27.0,81115.23,9808.98,No,Masters,Male,719.0,Employed
,68853.26,11785.02,No,Bachelors,Female,716.0,Self-Employed
32.0,64956.95,10445.93,Yes,Bachelors,Male,550.0,Unemployed
35.0,85764.03,4400.79,Yes,PhD,Female,726.0,Unemployed
16.0,61773.01,21820.92,No,Masters,Female,685.0,Unemployed
47.0,62593.67,16192.2,No,Bachelors,Female,633.0,Self-Employed
46.0,99051.77,20791.84,No,High School,Female,731.0,Employed
38.0,60568.82,13471.92,Yes,Bachelors,Male,773.0,Employed
23.0,72721.63,10139.75,No,Bachelors,Female,721.0,Employed
50.0,54795.76,10627.56,No,PhD,Male,772.0,Employed
31.0,75180.81,10623.56,Yes,High School,Female,827.0,Employed
33.0,81612.29,12406.35,Yes,Masters,Male,717.0,Self-Employed
61.0,103657.91,7261.39,Yes,Masters,Male,731.0,Employed
31.0,51253.02,13066.53,Yes,Bachelors,Male,736.0,Employed
45.0,41042.52,12126.95,No,Bachelors,Male,762.0,Employed
44.0,64664.19,19365.98,Yes,PhD,Female,684.0,Self-Employed
42.0,57657.72,17686.28,Yes,PhD,Male,773.0,Employed
41.0,69691.06,13087.43,Yes,Bachelors,Female,773.0,Employed
42.0,80439.77,17379.75,Yes,High School,Female,737.0,Employed
41.0,115300.46,9523.29,No,Bachelors,Male,795.0,Employed
37.0,60970.29,8685.82,No,Bachelors,Female,773.0,Self-Employed
53.0,25791.93,14529.11,No,Masters,Male,666.0,Employed
25.0,65240.47,15510.87,No,Masters,Female,722.0,Unemployed
48.0,77010.55,14299.15,Yes,Bachelors,Male,762.0,Employed
46.0,50607.39,21779.76,Yes,Bachelors,Female,773.0,Self-Employed
45.0,74673.65,18436.61,Yes,Masters,Female,592.0,Self-Employed
49.0,72749.63,20174.81,No,Bachelors,Female,715.0,Employed
37.0,75197.03,12233.77,Yes,Bachelors,Male,782.0,Employed
19.0,85826.44,16662.66,No,Bachelors,Female,772.0,Employed
37.0,68346.17,9782.54,Yes,High School,Male,644.0,Unemployed
28.0,80950.75,11343.28,Yes,Bachelors,Female,674.0,Self-Employed
31.0,34020.78,16655.62,Yes,PhD,Male,741.0,Employed
26.0,50752.41,10551.86,No,Bachelors,Female,714.0,Employed
33.0,63169.31,11043.65,No,Masters,Male,709.0,Employed
32.0,49897.42,17153.33,Yes,Masters,Female,722.0,Employed
14.0,70131.92,11180.48,No,High School,Male,708.0,Employed
45.0,63125.13,19810.98,No,High School,Female,703.0,Self-Employed
60.0,60897.32,13928.66,No,Bachelors,Male,750.0,Employed
44.0,87676.1,14135.88,Yes,Bachelors,Female,760.0,Unemployed
36.0,71676.44,16256.33,Yes,Masters,Female,724.0,Employed
37.0,48325.8,14326.48,Yes,Bachelors,Male,785.0,Employed
34.0,57933.55,16399.91,Yes,Masters,Female,691.0,Self-Employed
39.0,85064.41,10412.48,No,Masters,Male,724.0,Self-Employed
38.0,73994.19,1394.24,No,Bachelors,Female,710.0,Employed
30.0,93918.8,7935.49,Yes,Bachelors,Male,647.0,Unemployed
55.0,86931.32,12723.28,Yes,High School,Male,748.0,Employed
23.0,62218.66,17452.22,Yes,PhD,Female,777.0,Employed
45.0,98710.17,25793.36,Yes,Bachelors,Female,762.0,Employed
37.0,100356.31,12034.52,Yes,Bachelors,Female,733.0,Employed
57.0,34291.61,11729.6,Yes,PhD,Female,644.0,Employed
41.0,70635.62,16685.89,No,Bachelors,Male,754.0,Employed
34.0,59003.21,16108.14,Yes,Bachelors,Male,812.0,Employed
36.0,64790.48,16278.46,Yes,Bachelors,Female,,Self-Employed
38.0,53676.98,13721.47,No,Bachelors,Female,726.0,Employed
27.0,51171.58,5096.57,Yes,High School,Male,783.0,Employed
30.0,88023.46,15986.65,No,Bachelors,Female,725.0,Self-Employed
,,14762.19,No,Masters,Female,711.0,Employed
29.0,71867.09,7055.17,Yes,Masters,Female,720.0,Self-Employed
39.0,43017.26,17907.18,Yes,High School,Female,760.0,Employed
41.0,95388.12,,No,Masters,Male,766.0,Self-Employed
18.0,70600.68,17790.02,Yes,Bachelors,Female,,Employed
37.0,84905.84,12965.5,Yes,Bachelors,Male,754.0,Employed
44.0,73902.12,,Yes,Masters,Female,728.0,Employed
36.0,64935.12,10510.51,Yes,Masters,Female,681.0,Unemployed
32.0,71367.42,8072.58,No,Bachelors,Female,792.0,Self-Employed
34.0,100146.67,14505.21,No,Masters,Female,753.0,Self-Employed
33.0,52051.47,7489.32,Yes,Masters,Male,655.0,Employed
32.0,19013.02,,No,Masters,Male,757.0,Self-Employed
40.0,54262.71,14740.14,Yes,Masters,Female,,Self-Employed
61.0,45818.25,10913.22,Yes,PhD,Female,681.0,Employed
31.0,89360.29,24704.37,No,Bachelors,Male,731.0,Employed
35.0,66485.41,12006.79,Yes,PhD,Male,716.0,Unemployed
37.0,86549.02,16061.09,Yes,Masters,Female,721.0,Self-Employed
31.0,70637.83,14045.32,Yes,Masters,Female,704.0,Employed
49.0,70173.52,19697.43,Yes,Masters,Female,698.0,Employed
14.0,73278.9,13327.32,No,Masters,Male,,Employed
33.0,99600.49,8664.71,No,High School,Female,726.0,Self-Employed
46.0,73730.55,17074.56,No,Bachelors,Female,759.0,Employed
35.0,92183.4,7485.83,No,Bachelors,Female,774.0,Unemployed
30.0,90903.28,10759.35,No,Bachelors,Male,800.0,Employed
42.0,66734.17,12448.21,No,PhD,Male,682.0,Employed
47.0,68521.31,12637.42,Yes,High School,Male,785.0,Employed
40.0,62443.95,13267.82,Yes,Bachelors,Male,743.0,Employed
30.0,95663.54,12869.91,No,PhD,Female,729.0,Employed
43.0,,15628.21,No,Bachelors,Female,736.0,Self-Employed
34.0,55540.17,11600.84,Yes,Masters,Female,713.0,Self-Employed
45.0,64475.12,17174.9,Yes,Bachelors,Female,640.0,Employed
53.0,47036.95,10791.27,Yes,Bachelors,Male,761.0,Employed
12.0,58174.1,,Yes,Bachelors,Female,749.0,Unemployed
39.0,92721.32,9343.24,Yes,High School,Female,736.0,Employed
21.0,83028.11,12942.81,No,Bachelors,Female,647.0,Employed
62.0,61585.2,19855.15,No,Masters,Male,729.0,Unemployed
33.0,86056.58,14862.41,Yes,Masters,Male,743.0,Employed
45.0,111638.16,12695.52,Yes,High School,Male,813.0,Employed
38.0,76262.24,14798.55,Yes,Bachelors,Male,739.0,Unemployed
30.0,98407.19,8950.34,Yes,High School,Female,633.0,Employed
29.0,87031.78,6468.17,No,Bachelors,Male,746.0,Unemployed
54.0,64111.26,10061.7,No,Bachelors,Male,779.0,Employed
48.0,73945.96,9756.07,Yes,PhD,Female,704.0,Self-Employed
57.0,80525.65,26996.27,Yes,PhD,Female,643.0,Employed
39.0,55100.61,24608.6,No,High School,Female,814.0,Self-Employed
41.0,17815.03,24556.91,Yes,High School,Female,726.0,Employed
35.0,53318.49,8918.88,No,High School,Male,693.0,Employed
35.0,26837.18,23773.82,No,Bachelors,Female,760.0,Employed
28.0,54970.93,11437.2,No,High School,Male,673.0,Self-Employed
39.0,35851.11,23224.51,No,Masters,Male,673.0,Employed
,87602.17,17193.23,Yes,High School,Male,701.0,Employed
42.0,46348.05,10037.53,Yes,Masters,Male,732.0,Employed
40.0,80882.16,23275.01,Yes,Bachelors,Male,690.0,Employed
41.0,85332.04,23073.89,No,Masters,Female,748.0,Employed
55.0,84030.18,9696.09,No,High School,Female,755.0,Employed
38.0,32633.28,16628.23,No,Bachelors,Female,719.0,Self-Employed
46.0,92452.89,5315.18,Yes,Masters,Female,710.0,Employed
59.0,78406.77,13024.68,No,PhD,Male,762.0,Employed
51.0,86085.31,13060.31,No,Masters,Male,750.0,Employed
50.0,106597.53,12955.03,Yes,Bachelors,Female,666.0,Employed
35.0,85886.64,23058.9,No,Masters,Female,781.0,Employed
40.0,46346.95,,Yes,Masters,Female,759.0,Unemployed
,83065.67,13880.64,No,Masters,Male,693.0,Employed
43.0,39927.66,18774.1,No,Masters,Female,638.0,Employed
41.0,68740.69,8423.79,Yes,Bachelors,Male,734.0,Employed
38.0,59935.42,10582.63,Yes,Bachelors,Female,731.0,Self-Employed
,70203.01,20576.12,Yes,Masters,Male,733.0,Employed
26.0,39809.16,21724.83,Yes,Masters,Female,789.0,Employed
54.0,42112.42,12833.63,Yes,High School,Female,719.0,Employed
47.0,61012.95,19287.53,Yes,Masters,Female,739.0,Employed
37.0,65549.54,22783.84,Yes,PhD,Male,748.0,Self-Employed
37.0,61484.1,12964.1,Yes,Bachelors,Male,698.0,Self-Employed
43.0,99009.05,18958.24,No,Masters,Female,759.0,Unemployed
53.0,78472.84,12885.97,Yes,Bachelors,Male,788.0,Employed
39.0,77923.83,8233.87,Yes,Masters,Male,,Employed
39.0,62353.75,15018.08,No,Masters,Female,629.0,Unemployed
38.0,42163.36,13777.77,Yes,Bachelors,Female,680.0,Self-Employed
56.0,69917.58,10366.9,Yes,Bachelors,Male,723.0,Unemployed
,106145.4,13303.6,Yes,Bachelors,Female,641.0,Employed
38.0,74487.59,13865.99,Yes,PhD,Male,694.0,Self-Employed
53.0,92263.85,16393.41,Yes,High School,Male,722.0,Self-Employed
39.0,94787.82,20197.51,Yes,High School,Male,752.0,Employed
49.0,81190.83,20203.62,Yes,PhD,Male,769.0,Self-Employed
29.0,74405.48,14567.36,Yes,High School,Female,738.0,Self-Employed
36.0,50245.37,12265.08,Yes,High School,Male,711.0,Employed
53.0,65831.06,21699.36,Yes,High School,Female,700.0,Employed
31.0,62782.1,14501.55,Yes,Masters,Male,717.0,Employed
36.0,76599.91,12014.46,No,PhD,Male,760.0,Employed
41.0,41718.67,15850.81,Yes,Bachelors,Male,747.0,Employed
,59254.19,5871.02,No,Masters,Male,721.0,Self-Employed
34.0,78080.32,12651.58,Yes,Bachelors,Female,786.0,Employed
39.0,55957.7,12312.95,Yes,Bachelors,Male,,Unemployed
38.0,51687.8,11052.02,Yes,Masters,Female,774.0,Employed
51.0,,16900.27,Yes,High School,Female,698.0,Employed
53.0,64551.81,20387.71,No,Bachelors,Male,665.0,Unemployed
29.0,22386.17,23462.78,Yes,PhD,Female,724.0,Employed
39.0,55076.82,12521.42,No,Masters,Male,630.0,Employed
45.0,89055.06,13586.08,Yes,Bachelors,Male,705.0,Self-Employed
53.0,76477.57,11601.41,Yes,Masters,Female,760.0,Self-Employed
45.0,78400.77,17690.62,No,Bachelors,Male,760.0,Employed
41.0,33446.18,5662.41,Yes,PhD,Female,787.0,Employed
45.0,61716.02,13054.05,Yes,Masters,Male,685.0,Employed
45.0,67682.42,16457.42,Yes,Masters,Female,667.0,Employed
29.0,79287.23,11884.42,Yes,Bachelors,Male,753.0,Unemployed
40.0,92217.11,12855.09,No,Bachelors,Female,683.0,Self-Employed
53.0,89094.52,19956.87,Yes,High School,Male,731.0,Employed
36.0,58292.5,14716.1,No,Masters,Male,669.0,Self-Employed
39.0,58750.36,20973.41,Yes,Masters,Male,697.0,Employed
36.0,98240.32,23186.71,Yes,Bachelors,Female,695.0,Employed
15.0,62798.59,17653.37,Yes,Bachelors,Male,,Employed
38.0,48348.11,,Yes,Masters,Female,714.0,Employed
41.0,,22908.24,Yes,Bachelors,Female,731.0,Employed
33.0,96987.2,2367.44,No,Masters,Female,731.0,Employed
26.0,,7241.76,No,Masters,Male,744.0,Self-Employed
29.0,61422.4,18851.76,Yes,Bachelors,Female,703.0,Self-Employed
46.0,52729.78,27371.32,Yes,Masters,Male,744.0,Employed
58.0,89127.89,18412.68,Yes,High School,Female,772.0,Employed
52.0,75757.08,15923.82,Yes,Bachelors,Female,662.0,Self-Employed
25.0,88517.6,12667.63,No,Bachelors,Female,670.0,Employed
47.0,101300.38,17781.05,Yes,PhD,Female,755.0,Self-Employed
31.0,39757.96,20790.48,Yes,High School,Female,759.0,Self-Employed
,54816.97,18743.71,Yes,PhD,Female,704.0,Employed
33.0,61329.56,15314.09,Yes,Bachelors,Male,750.0,Employed
45.0,71376.77,20167.53,Yes,Bachelors,Female,701.0,Employed
48.0,80117.95,16525.17,Yes,Bachelors,Male,719.0,Employed
37.0,60170.93,17550.22,Yes,Bachelors,Male,719.0,Self-Employed
37.0,56161.17,19853.79,Yes,High School,Male,726.0,Employed
43.0,89133.19,10329.56,No,Masters,Male,789.0,Employed
44.0,80921.95,14888.04,Yes,Bachelors,Male,844.0,Unemployed
50.0,76317.64,15569.27,No,Bachelors,Female,652.0,Employed
25.0,27084.82,8996.35,No,Bachelors,Female,692.0,Employed
38.0,94133.53,9551.43,Yes,Masters,Female,685.0,Self-Employed
27.0,73679.38,,Yes,PhD,Female,789.0,Employed
37.0,66760.42,20208.15,Yes,Bachelors,Male,779.0,Employed
36.0,53613.35,14021.55,Yes,High School,Male,,Unemployed
38.0,57341.71,15649.82,No,High School,Female,700.0,Self-Employed
30.0,52181.72,16542.08,No,High School,Female,731.0,Employed
23.0,,18155.82,Yes,High School,Male,641.0,Employed
17.0,53649.56,17505.69,No,PhD,Female,757.0,Employed
37.0,38019.24,15337.4,Yes,Bachelors,Male,740.0,Employed
34.0,68790.65,14307.93,No,Bachelors,Male,697.0,Self-Employed
31.0,46984.78,20472.68,No,Masters,Male,759.0,Employed
51.0,84598.68,12535.58,Yes,Masters,Female,710.0,Self-Employed
29.0,36713.59,21800.67,No,PhD,Male,628.0,Employed
52.0,93894.9,12145.93,Yes,Bachelors,Female,784.0,Employed
54.0,86732.3,13581.66,No,PhD,Female,807.0,Self-Employed
18.0,48675.29,18541.59,Yes,PhD,Female,652.0,Unemployed
39.0,,26826.44,Yes,PhD,Male,733.0,Employed
34.0,52912.44,5319.07,No,PhD,Male,795.0,Employed
9.0,81571.99,19329.04,Yes,High School,Female,654.0,Employed
24.0,105997.14,17363.16,No,PhD,Male,614.0,Employed
46.0,93621.28,12733.21,No,High School,Male,708.0,Employed
58.0,56245.44,16795.89,Yes,Masters,Male,724.0,Employed
47.0,72292.69,8995.47,No,High School,Female,784.0,Employed
41.0,100445.25,11035.56,No,PhD,Male,834.0,Employed
38.0,80485.42,17139.95,No,Bachelors,Female,754.0,Self-Employed
55.0,90202.25,9958.49,Yes,High School,Male,633.0,Employed
59.0,83024.57,15755.01,Yes,Bachelors,Male,743.0,Employed
32.0,71525.16,11680.92,Yes,Masters,Male,713.0,Self-Employed
18.0,68610.69,12733.13,Yes,PhD,Female,768.0,Employed
17.0,45781.92,20379.1,No,Masters,Female,625.0,Self-Employed
51.0,54683.71,9174.44,Yes,High School,Male,766.0,Employed
38.0,51963.9,14830.95,No,Bachelors,Male,799.0,Employed
40.0,62973.07,17392.64,Yes,Masters,Female,731.0,Self-Employed
20.0,71990.96,16290.19,Yes,PhD,Female,778.0,Employed
30.0,67841.32,,Yes,Bachelors,Female,759.0,Employed
35.0,74317.28,16826.45,No,Masters,Female,612.0,Unemployed
40.0,83284.7,9851.47,No,Masters,Female,728.0,Self-Employed
34.0,61688.29,12565.33,Yes,Masters,Female,737.0,Self-Employed
28.0,84759.93,22953.48,No,Bachelors,Female,667.0,Employed
30.0,92763.34,18196.89,No,Masters,Male,736.0,Employed
50.0,78302.97,15013.81,No,Masters,Female,638.0,Employed
40.0,59109.45,17249.71,No,PhD,Male,721.0,Employed
44.0,88933.56,,No,Masters,Male,742.0,Employed
29.0,79652.96,16406.52,No,Bachelors,Male,842.0,Employed
8.0,82376.49,12743.2,Yes,Masters,Male,675.0,Employed
33.0,100703.43,12100.23,Yes,Bachelors,Female,757.0,Employed
29.0,84188.85,14380.5,Yes,Masters,Male,659.0,Employed
41.0,101485.42,11993.26,Yes,Bachelors,Male,777.0,Employed
71.0,67030.06,15705.81,No,High School,Female,717.0,Employed
45.0,61371.43,17082.53,Yes,Bachelors,Male,,Employed
65.0,92978.58,13635.75,Yes,Bachelors,Female,675.0,Employed
44.0,50285.08,741.41,Yes,Bachelors,Female,747.0,Unemployed
32.0,107768.19,10657.02,Yes,High School,Female,690.0,Employed
41.0,96038.15,9591.7,Yes,Bachelors,Male,714.0,Self-Employed
56.0,71752.3,16851.47,Yes,Masters,Male,664.0,Employed
56.0,94025.47,11351.82,Yes,Bachelors,Male,702.0,Employed
32.0,83246.67,12495.71,No,Bachelors,Male,734.0,Employed
41.0,44199.36,19198.67,Yes,PhD,Female,719.0,Employed
24.0,53674.18,11097.3,No,Masters,Female,782.0,Employed
46.0,75714.95,16014.32,Yes,High School,Male,691.0,Self-Employed
54.0,73190.87,11910.98,No,Masters,Male,800.0,Employed
38.0,96162.57,12644.75,Yes,Masters,Male,703.0,Employed
31.0,76041.15,9182.21,Yes,Masters,Male,802.0,Self-Employed
42.0,44625.64,12393.58,Yes,Bachelors,Male,737.0,Employed
42.0,59093.45,17538.53,Yes,Bachelors,Male,823.0,Self-Employed
39.0,84861.27,10174.73,Yes,Masters,Female,728.0,Self-Employed
40.0,33547.69,11422.36,Yes,Bachelors,Female,642.0,Employed
36.0,41772.82,25949.83,No,Bachelors,Male,708.0,Employed
48.0,62546.9,16283.51,Yes,High School,Male,720.0,Employed
45.0,88534.31,16692.0,Yes,PhD,Male,802.0,Employed
28.0,65665.04,11869.04,Yes,Bachelors,Male,632.0,Employed
28.0,79218.65,20211.0,No,Bachelors,Male,675.0,Self-Employed
35.0,70096.3,21024.82,No,Masters,Male,731.0,Employed
,67182.96,11975.15,Yes,Bachelors,Male,736.0,Employed
39.0,56924.27,20343.34,Yes,High School,Female,783.0,Employed
32.0,86796.51,21699.07,Yes,Bachelors,Male,622.0,Employed
41.0,44914.64,4655.05,Yes,Masters,Male,684.0,Employed
,65326.86,19298.29,No,High School,Male,762.0,Employed
47.0,92922.59,11179.03,No,Masters,Male,717.0,Self-Employed
41.0,54715.08,21627.6,Yes,Bachelors,Male,755.0,Unemployed
35.0,38873.25,10996.94,No,PhD,Male,,Self-Employed
40.0,27663.45,18034.9,Yes,Masters,Male,772.0,Employed
51.0,83325.49,6202.41,Yes,Masters,Male,687.0,Employed
32.0,84672.31,20577.67,Yes,PhD,Female,707.0,Employed
42.0,63115.4,15367.35,Yes,High School,Female,717.0,Unemployed
37.0,44579.43,21456.54,No,High School,Male,684.0,Unemployed
42.0,67078.06,11417.44,Yes,Masters,Female,726.0,Self-Employed
31.0,93561.89,16066.1,Yes,Masters,Male,698.0,Employed
39.0,44614.06,22595.38,No,Bachelors,Male,736.0,Unemployed
49.0,91163.49,14871.21,Yes,High School,Female,733.0,Employed
29.0,36095.42,17148.29,Yes,Bachelors,Female,683.0,Employed
25.0,47260.33,18496.66,No,Masters,Male,747.0,Employed
25.0,72185.54,7239.74,No,High School,Male,732.0,Employed
26.0,88953.05,12394.51,No,Masters,Female,691.0,Unemployed
44.0,99432.85,20689.39,Yes,Bachelors,Male,764.0,Unemployed
24.0,89835.13,4761.87,Yes,PhD,Male,726.0,Unemployed
35.0,101045.3,20590.39,Yes,Masters,Female,774.0,Employed
44.0,73641.21,12056.41,Yes,Bachelors,Female,791.0,Employed
42.0,57568.24,25276.36,No,Bachelors,Female,665.0,Employed
34.0,93681.73,17184.38,Yes,Bachelors,Male,804.0,Employed
40.0,97270.08,10997.36,No,Masters,Male,748.0,Self-Employed
39.0,88616.46,19897.33,Yes,Bachelors,Female,736.0,Employed
36.0,82251.21,22166.16,Yes,Masters,Female,686.0,Self-Employed
36.0,97839.43,18020.95,Yes,Masters,Male,737.0,Employed
,76839.42,12770.42,Yes,Bachelors,Male,,Employed
46.0,69589.38,22191.39,Yes,PhD,Female,665.0,Self-Employed
63.0,84510.43,10355.44,Yes,Masters,Male,627.0,Employed
33.0,79551.59,20357.66,No,Masters,Male,713.0,Employed
37.0,87705.82,2958.37,No,High School,Female,788.0,Employed
25.0,67361.27,15588.18,Yes,High School,Female,733.0,Employed
30.0,88185.01,12209.05,No,Bachelors,Female,750.0,Employed
57.0,87152.33,8138.1,Yes,High School,Female,708.0,Employed
33.0,74266.99,21524.43,No,Masters,Female,721.0,Self-Employed
57.0,54993.97,4263.8,Yes,Masters,Female,630.0,Employed
26.0,94812.49,21919.08,Yes,Bachelors,Male,773.0,Self-Employed
27.0,45806.85,7336.13,No,Masters,Female,746.0,Employed
35.0,50845.88,20266.77,Yes,Masters,Female,759.0,Employed
37.0,73360.46,11103.41,Yes,Bachelors,Male,737.0,Self-Employed
47.0,19842.01,5231.43,Yes,Masters,Female,697.0,Self-Employed
,100859.19,12735.9,No,High School,Female,746.0,Employed
34.0,70293.84,17819.27,Yes,Masters,Female,705.0,Unemployed
37.0,100789.66,10508.17,Yes,Masters,Male,716.0,Employed
35.0,106080.67,16301.22,Yes,Bachelors,Male,777.0,Employed
29.0,66903.37,18448.97,Yes,High School,Female,770.0,Self-Employed
29.0,96975.02,22465.16,Yes,Bachelors,Female,696.0,Unemployed
48.0,48797.77,15316.26,Yes,Masters,Female,739.0,Employed
20.0,78665.94,20828.71,Yes,Bachelors,Female,774.0,Employed
54.0,60532.21,19246.38,Yes,Masters,Female,646.0,Employed
35.0,83929.72,14538.17,No,Masters,Female,726.0,Employed
30.0,87651.47,20735.63,No,Bachelors,Female,726.0,Employed
45.0,66801.84,19470.3,Yes,Bachelors,Female,636.0,Employed
53.0,80896.43,14169.51,Yes,High School,Male,672.0,Employed
49.0,88894.13,18567.32,Yes,Masters,Male,659.0,Unemployed
43.0,73756.4,16358.54,Yes,Bachelors,Female,714.0,Employed
49.0,120780.81,17740.31,No,Bachelors,Male,731.0,Self-Employed
21.0,67257.23,24413.7,Yes,High School,Female,649.0,Employed
33.0,103117.13,10978.71,Yes,PhD,Female,684.0,Employed
29.0,92907.83,16273.49,Yes,PhD,Male,710.0,Employed
50.0,32802.09,15153.04,Yes,Masters,Female,812.0,Self-Employed
34.0,99859.47,18941.18,Yes,Bachelors,Male,692.0,Unemployed
46.0,91478.9,12740.55,Yes,Masters,Male,717.0,Self-Employed
,72282.92,12167.91,Yes,PhD,Male,736.0,Employed
29.0,77377.47,14678.27,Yes,Bachelors,Female,807.0,Employed
32.0,79855.82,17375.23,No,High School,Male,728.0,Employed
51.0,97506.17,12714.48,Yes,Bachelors,Female,809.0,Employed
30.0,61738.47,1727.21,Yes,PhD,Female,644.0,Employed
39.0,101720.05,10239.25,Yes,High School,Male,756.0,Self-Employed
30.0,48318.83,22072.38,Yes,Bachelors,Female,680.0,Employed
35.0,34797.33,22734.63,No,Bachelors,Female,708.0,Unemployed
38.0,81869.72,12518.65,Yes,Bachelors,Male,698.0,Self-Employed
30.0,95180.52,23987.38,Yes,Masters,Female,666.0,Employed
28.0,66408.33,13367.11,Yes,Bachelors,Male,775.0,Unemployed
41.0,24715.63,7325.15,Yes,Masters,Female,670.0,Self-Employed
30.0,40181.19,13469.71,Yes,Masters,Male,687.0,Self-Employed
30.0,78725.68,18627.02,No,Bachelors,Female,708.0,Employed
29.0,69798.9,12173.49,Yes,Masters,Male,686.0,Employed
37.0,95685.61,18016.76,Yes,Bachelors,Male,735.0,Employed
47.0,71458.49,,No,Bachelors,Female,626.0,Employed
53.0,55188.23,13567.87,Yes,Bachelors,Female,675.0,Employed
31.0,76181.62,18881.68,Yes,Masters,Female,682.0,Employed
60.0,90312.24,21145.63,Yes,Masters,Male,677.0,Self-Employed
28.0,,15908.75,Yes,Masters,Female,789.0,Self-Employed
49.0,67779.81,17948.54,No,Bachelors,Female,698.0,Employed
31.0,71348.48,7717.71,Yes,Masters,Female,696.0,Employed
29.0,85585.44,21957.6,Yes,Masters,Male,,Self-Employed
31.0,55027.83,12335.02,Yes,Masters,Male,771.0,Employed
37.0,84735.47,10691.5,Yes,High School,Male,688.0,Employed
44.0,65359.19,19433.8,Yes,Bachelors,Male,733.0,Employed
45.0,68488.49,13081.02,No,PhD,Male,656.0,Employed
29.0,70053.53,11528.81,Yes,High School,Male,736.0,Employed
28.0,72591.8,13531.98,Yes,Masters,Female,718.0,Unemployed
29.0,108275.68,8919.8,No,High School,Female,667.0,Unemployed
37.0,60620.37,11475.92,No,Bachelors,Female,634.0,Employed
36.0,61650.12,20111.48,Yes,Bachelors,Male,780.0,Employed
28.0,98934.75,20828.8,No,Masters,Female,766.0,Employed
41.0,78893.82,15327.15,Yes,High School,Male,746.0,Employed
61.0,85351.11,11602.74,Yes,Masters,Male,785.0,Employed
33.0,49394.99,17069.08,Yes,Masters,Female,747.0,Employed
34.0,74928.68,5518.18,Yes,Bachelors,Female,673.0,Self-Employed
44.0,86207.51,20854.96,Yes,Masters,Female,730.0,Employed
32.0,56512.61,14651.8,Yes,Masters,Male,796.0,Employed
45.0,,,Yes,High School,Female,693.0,Employed
31.0,65912.05,22435.64,Yes,Masters,Female,705.0,Employed
56.0,57091.58,,Yes,Masters,Female,739.0,Employed
41.0,90263.83,12868.93,Yes,Bachelors,Male,796.0,Unemployed
32.0,92758.26,25248.04,Yes,Bachelors,Female,,Employed
32.0,72574.58,12373.08,No,Masters,Female,677.0,Employed
33.0,79014.09,18743.31,Yes,Bachelors,Female,725.0,Employed
52.0,96491.78,18466.4,Yes,Masters,Male,,Employed
25.0,62090.26,10762.6,No,Masters,Male,753.0,Self-Employed
31.0,76971.63,14301.66,Yes,Bachelors,Female,651.0,Employed
,62273.13,13739.86,Yes,Bachelors,Male,653.0,Employed
38.0,49630.84,6166.4,Yes,PhD,Female,715.0,Unemployed
35.0,62107.04,5179.81,Yes,Bachelors,Female,719.0,Self-Employed
23.0,47501.13,4121.07,Yes,Bachelors,Female,678.0,Self-Employed
34.0,78511.12,12751.02,Yes,Masters,Female,724.0,Employed
37.0,54556.4,10033.58,No,PhD,Female,721.0,Self-Employed
32.0,42058.93,10341.48,No,Masters,Male,812.0,Self-Employed
45.0,84854.14,12896.29,Yes,Masters,Female,700.0,Employed
47.0,83553.46,15018.37,Yes,High School,Female,662.0,Self-Employed
37.0,63394.7,13436.48,Yes,High School,Female,793.0,Unemployed
40.0,84064.03,11476.48,Yes,Masters,Female,692.0,Employed
16.0,,24654.73,No,Masters,Male,741.0,Employed
34.0,62553.67,13994.54,Yes,PhD,Female,776.0,Employed
48.0,78146.6,19991.89,No,PhD,Male,804.0,Employed
34.0,90676.04,8817.31,No,Bachelors,Female,728.0,Unemployed
31.0,62351.21,21675.96,No,Bachelors,Male,662.0,Employed
61.0,58081.8,12257.64,Yes,Bachelors,Female,741.0,Self-Employed
56.0,89650.14,29007.87,Yes,Masters,Female,714.0,Employed
43.0,82253.73,8440.78,Yes,High School,Male,667.0,Employed
49.0,1400598.056378007,9664.76,Yes,High School,Male,768.0,Employed
16.0,93622.38,14056.36,Yes,Bachelors,Male,763.0,Employed
30.0,108940.11,13225.78,No,Bachelors,Male,788.0,Employed
33.0,77318.34,9136.79,Yes,Bachelors,Female,731.0,Unemployed
36.0,58202.56,22369.7,Yes,Bachelors,Female,637.0,Employed
33.0,79946.18,21843.88,No,Masters,Female,814.0,Self-Employed
12.0,53601.32,13297.99,No,Bachelors,Male,650.0,Employed
42.0,94843.26,20048.19,Yes,Masters,Male,675.0,Employed
43.0,55967.01,22110.84,Yes,Bachelors,Female,694.0,Employed
54.0,66137.19,14951.92,Yes,Bachelors,Male,750.0,Self-Employed
30.0,53246.47,11651.52,Yes,Masters,Male,705.0,Employed
29.0,73643.47,21409.17,Yes,High School,Male,751.0,Employed
11.0,74349.09,20630.6,Yes,Bachelors,Male,664.0,Employed
35.0,84852.92,8733.51,No,Masters,Female,708.0,Employed
47.0,72392.84,22080.25,Yes,PhD,Male,765.0,Employed
32.0,70925.34,9899.4,Yes,Masters,Female,776.0,Employed
59.0,58522.4,16895.3,Yes,Masters,Male,760.0,Employed
35.0,64273.05,10919.71,Yes,PhD,Female,743.0,Employed
39.0,42141.74,15820.42,Yes,PhD,Male,687.0,Employed
24.0,97874.02,15578.2,No,High School,Female,680.0,Employed
41.0,68113.96,26160.73,Yes,Bachelors,Female,758.0,Self-Employed
18.0,102813.93,6890.59,No,Bachelors,Female,724.0,Unemployed
45.0,67579.42,11147.15,Yes,High School,Female,676.0,Employed
45.0,31957.51,12673.01,Yes,Masters,Male,764.0,Employed
52.0,60992.12,16644.37,No,Masters,Female,691.0,Employed
28.0,69947.88,13440.02,Yes,Masters,Female,790.0,Self-Employed
40.0,71307.01,4010.16,Yes,PhD,Female,696.0,Employed
44.0,83536.74,18684.99,Yes,High School,Male,687.0,Employed
42.0,73477.61,21673.94,No,High School,Male,691.0,Employed
29.0,63260.07,17163.01,Yes,High School,Female,705.0,Employed
14.0,51700.21,12717.75,Yes,PhD,Female,751.0,Employed
41.0,61872.63,16023.44,No,High School,Female,713.0,Employed
36.0,82090.52,8915.54,Yes,Bachelors,Female,801.0,Employed
32.0,87168.25,20305.88,No,High School,Male,716.0,Unemployed
46.0,56522.86,17487.52,No,Masters,Male,668.0,Employed
38.0,90139.93,12332.69,No,High School,Male,731.0,Employed
25.0,81381.28,15410.04,Yes,PhD,Male,821.0,Employed
19.0,52258.32,20156.71,Yes,High School,Female,719.0,Employed
27.0,74934.1,20822.37,Yes,High School,Male,633.0,Employed
62.0,77395.34,14628.38,Yes,High School,Female,677.0,Employed
45.0,48711.14,25732.69,Yes,Bachelors,Male,736.0,Employed
40.0,42827.25,21840.27,Yes,Bachelors,Female,626.0,Self-Employed
36.0,79476.38,17639.55,Yes,Masters,Female,801.0,Employed
36.0,60914.48,13022.71,No,High School,Male,700.0,Self-Employed
50.0,100242.03,13174.45,Yes,Bachelors,Female,575.0,Employed
33.0,104421.33,16002.84,No,Bachelors,Male,843.0,Employed
44.0,79439.79,14448.46,Yes,Masters,Male,794.0,Employed
35.0,,23501.9,No,Masters,Male,690.0,Employed
57.0,49522.93,10314.86,Yes,High School,Female,,Employed
45.0,43362.07,17528.54,No,PhD,Female,715.0,Unemployed
50.0,67171.71,4990.94,Yes,Bachelors,Female,,Unemployed
32.0,44268.79,16885.79,No,Bachelors,Female,721.0,Employed
49.0,76152.75,19359.54,Yes,Masters,Male,649.0,Employed
35.0,54326.47,22201.82,No,Bachelors,Female,785.0,Self-Employed
39.0,73809.12,12042.72,Yes,Masters,Male,745.0,Employed
54.0,66537.96,11439.91,Yes,High School,Male,650.0,Employed
28.0,82747.05,20116.65,No,Bachelors,Male,685.0,Self-Employed
40.0,76526.78,20974.93,Yes,PhD,Male,711.0,Employed
42.0,61921.54,,Yes,Bachelors,Female,712.0,Unemployed
43.0,42632.29,5202.54,Yes,High School,Male,,Employed
33.0,73250.21,9706.07,No,Masters,Male,775.0,Self-Employed
59.0,35150.47,14537.58,Yes,High School,Male,739.0,Employed
25.0,94922.14,7909.95,Yes,Bachelors,Female,774.0,Employed
53.0,80578.68,18643.64,Yes,Masters,Male,743.0,Employed
50.0,86855.49,11136.69,Yes,Masters,Female,669.0,Self-Employed
57.0,50610.32,14638.21,No,Bachelors,Female,722.0,Self-Employed
22.0,77121.62,20473.81,No,Masters,Male,694.0,Self-Employed
29.0,56667.94,16838.19,No,Bachelors,Male,778.0,Employed
53.0,72981.39,24721.87,Yes,Bachelors,Female,686.0,Employed
19.0,50031.28,21988.81,Yes,Masters,Male,737.0,Employed
22.0,68331.16,9805.56,Yes,Masters,Male,,Self-Employed
33.0,42429.39,17964.58,Yes,Bachelors,Male,639.0,Employed
40.0,66799.39,15764.54,Yes,Bachelors,Male,724.0,Employed
54.0,37112.37,20935.84,Yes,Bachelors,Male,735.0,Employed
36.0,104942.27,17616.82,Yes,Masters,Female,771.0,Employed
32.0,73208.1,12501.25,Yes,Bachelors,Male,756.0,Employed
41.0,70113.6,,Yes,Masters,Male,659.0,Unemployed
43.0,83521.14,13154.9,Yes,Masters,Male,719.0,Employed
42.0,44013.86,11768.56,Yes,Masters,Male,667.0,Employed
36.0,54384.98,14443.32,Yes,Masters,Female,679.0,Employed
18.0,80621.2,16243.87,Yes,High School,Male,735.0,Self-Employed
29.0,73229.09,21501.2,Yes,Bachelors,Male,746.0,Employed
52.0,55607.0,12516.71,Yes,Bachelors,Male,641.0,Unemployed
40.0,82960.91,5416.63,No,Masters,Female,736.0,Employed
35.0,76054.63,14014.75,Yes,Bachelors,Female,735.0,Unemployed
49.0,80111.15,16281.83,No,Masters,Male,664.0,Employed
27.0,77794.77,15911.87,No,Bachelors,Male,713.0,Employed
36.0,56371.94,13731.37,Yes,Masters,Male,667.0,Employed
39.0,68483.05,19748.06,Yes,Bachelors,Male,628.0,Employed
34.0,32858.88,16561.66,Yes,Masters,Female,772.0,Employed
39.0,,18015.06,Yes,PhD,Female,765.0,Self-Employed
36.0,65093.13,5815.2,Yes,Bachelors,Male,711.0,Employed
24.0,82535.07,14131.74,Yes,Bachelors,Male,742.0,Employed
,80243.02,,Yes,High School,Female,664.0,Self-Employed
25.0,54958.36,23419.6,Yes,Masters,Male,763.0,Self-Employed
40.0,54515.88,14468.94,No,High School,Female,729.0,Employed
52.0,96139.49,11699.25,No,High School,Female,658.0,Employed
35.0,64121.83,11405.68,Yes,High School,Female,,Self-Employed
26.0,72285.0,19896.17,Yes,Bachelors,Male,739.0,Employed
37.0,85704.97,12097.7,No,Masters,Female,695.0,Employed
30.0,68409.97,10735.3,Yes,High School,Male,644.0,Employed
44.0,66966.8,19583.59,Yes,Bachelors,Female,696.0,Self-Employed
37.0,63693.36,16959.73,Yes,Bachelors,Female,777.0,Employed
55.0,59818.54,13819.32,No,Bachelors,Female,755.0,Employed
50.0,72858.05,8361.97,Yes,Masters,Female,736.0,Employed
36.0,33550.73,17771.3,Yes,High School,Male,685.0,Employed
45.0,62777.67,19134.66,Yes,High School,Male,691.0,Employed
34.0,80805.02,10233.61,No,Bachelors,Female,675.0,Employed
38.0,78473.58,16824.13,Yes,Masters,Male,729.0,Self-Employed
34.0,98221.29,14496.55,Yes,Bachelors,Male,731.0,Self-Employed
46.0,86748.35,10579.68,No,High School,Male,777.0,Employed
52.0,78165.15,,Yes,High School,Male,645.0,Employed
46.0,70573.26,14764.66,Yes,Bachelors,Male,709.0,Employed
47.0,60869.34,8408.27,Yes,Masters,Male,687.0,Unemployed
47.0,80065.37,17854.11,Yes,Masters,Male,722.0,Self-Employed
44.0,76469.79,11448.3,Yes,Masters,Female,753.0,Self-Employed
27.0,62514.36,11647.57,Yes,Bachelors,Female,686.0,Employed
55.0,52658.17,17527.9,Yes,Bachelors,Male,756.0,Employed
56.0,68938.04,12736.3,Yes,Bachelors,Female,749.0,Self-Employed
36.0,93120.14,13922.49,No,Bachelors,Male,704.0,Self-Employed
34.0,72204.15,14472.21,Yes,Masters,Male,767.0,Employed
44.0,70567.95,11124.25,Yes,Bachelors,Male,744.0,Self-Employed
44.0,78463.34,12410.21,Yes,High School,Male,686.0,Unemployed
36.0,79626.41,14911.45,Yes,Masters,Male,682.0,Employed
25.0,,14922.62,No,Bachelors,Male,763.0,Employed
41.0,69158.39,17635.16,Yes,Masters,Male,693.0,Employed
44.0,59836.36,17856.41,No,High School,Male,753.0,Employed
45.0,90097.13,21093.35,Yes,PhD,Female,665.0,Self-Employed
41.0,61460.77,7468.13,Yes,PhD,Male,770.0,Employed
35.0,,19564.73,Yes,Masters,Male,641.0,Employed
48.0,73087.17,13297.3,Yes,Bachelors,Male,641.0,Self-Employed
39.0,71053.82,18291.36,Yes,Masters,Female,,Employed
33.0,85199.57,16697.11,Yes,PhD,Male,783.0,Employed
36.0,56936.28,12113.88,Yes,High School,Male,773.0,Unemployed
21.0,81477.34,22600.51,No,Bachelors,Female,754.0,Employed
36.0,72305.17,18806.05,Yes,Masters,Female,747.0,Unemployed
45.0,78217.63,17103.57,Yes,Bachelors,Male,684.0,Self-Employed
41.0,56328.11,25950.47,Yes,PhD,Male,646.0,Employed
53.0,56140.59,10128.66,Yes,Masters,Female,786.0,Self-Employed
35.0,33349.65,15125.4,No,Bachelors,Male,777.0,Employed
43.0,60854.93,17810.62,Yes,Masters,Female,671.0,Self-Employed
46.0,59805.87,9664.92,No,High School,Female,730.0,Unemployed
61.0,56652.59,11680.17,Yes,High School,Male,710.0,Employed
39.0,67690.77,19983.44,Yes,Bachelors,Male,669.0,Self-Employed
28.0,71285.31,12518.04,Yes,Masters,Female,649.0,Self-Employed
46.0,79994.83,19359.43,No,Bachelors,Female,734.0,Self-Employed
57.0,81315.79,11852.03,Yes,PhD,Male,712.0,Employed
35.0,83009.57,25100.43,Yes,Bachelors,Female,697.0,Employed
46.0,83845.99,3286.79,Yes,Bachelors,Female,715.0,Employed
50.0,75506.26,20043.16,Yes,Masters,Male,716.0,Employed
48.0,71104.54,16254.46,No,High School,Female,736.0,Employed
39.0,88582.07,7346.67,No,PhD,Male,781.0,Employed
31.0,83865.72,,Yes,Bachelors,Male,767.0,Self-Employed
37.0,40360.68,5367.43,No,Masters,Female,760.0,Employed
43.0,66544.24,16761.67,Yes,PhD,Male,697.0,Employed
47.0,33931.99,12015.65,No,Masters,Male,685.0,Employed
41.0,33540.82,5250.99,No,Masters,Male,686.0,Employed
34.0,59822.5,15828.37,Yes,Bachelors,Male,764.0,Self-Employed
44.0,67440.14,15724.16,Yes,Bachelors,Female,758.0,Employed
47.0,61516.45,25534.58,No,Bachelors,Female,635.0,Self-Employed
,34478.2,19140.02,Yes,Masters,Male,770.0,Employed
30.0,85501.92,3062.55,Yes,Masters,Female,733.0,Employed
36.0,55861.15,12358.22,Yes,Bachelors,Female,721.0,Employed
,79787.52,20523.61,Yes,Bachelors,Female,775.0,Employed
24.0,56411.25,6866.15,Yes,Masters,Female,734.0,Employed
17.0,60047.35,11142.17,Yes,Bachelors,Male,676.0,Employed
53.0,78673.68,15009.05,No,Masters,Male,682.0,Employed
43.0,63017.06,12359.8,Yes,Bachelors,Female,731.0,Employed
,73410.15,22955.93,Yes,Bachelors,Male,729.0,Employed
27.0,75546.45,15915.72,Yes,Masters,Male,751.0,Employed
45.0,41457.4,15166.56,Yes,Bachelors,Female,835.0,Employed
41.0,79555.77,10416.36,Yes,Masters,Male,783.0,Employed
22.0,51247.71,9487.84,Yes,Bachelors,Male,675.0,Employed
52.0,47778.74,15520.11,Yes,Masters,Male,723.0,Employed
40.0,55467.96,14599.03,Yes,High School,Male,705.0,Self-Employed
34.0,86289.76,8914.44,Yes,Bachelors,Female,733.0,Employed
34.0,37992.61,16170.16,No,High School,Male,670.0,Unemployed
18.0,83019.96,15286.92,Yes,High School,Female,648.0,Self-Employed
44.0,76791.06,13458.82,Yes,Bachelors,Female,653.0,Self-Employed
41.0,71486.67,20962.52,Yes,Bachelors,Male,596.0,Employed
36.0,74933.53,14938.2,Yes,High School,Female,683.0,Employed
51.0,64197.93,13809.79,Yes,Masters,Male,826.0,Employed
24.0,83645.75,20655.85,Yes,High School,Female,697.0,Unemployed
32.0,61468.79,14245.39,Yes,Bachelors,Female,735.0,Employed
29.0,37502.81,12992.58,No,High School,Male,665.0,Employed
35.0,68455.56,9149.39,Yes,Bachelors,Female,680.0,Unemployed
39.0,86027.13,15303.18,Yes,PhD,Male,670.0,Employed
42.0,79840.77,19662.18,No,Bachelors,Male,689.0,Employed
35.0,106288.04,12915.19,No,Bachelors,Female,719.0,Employed
29.0,64936.24,8353.45,Yes,Bachelors,Female,775.0,Employed
55.0,66784.96,20054.66,Yes,High School,Male,788.0,Employed
62.0,65333.81,20251.43,No,Bachelors,Male,,Employed
39.0,54473.78,17924.77,Yes,Bachelors,Female,757.0,Employed
30.0,60537.07,15480.53,Yes,High School,Female,701.0,Unemployed
53.0,49222.3,17100.52,Yes,High School,Male,824.0,Employed
24.0,24122.43,7249.26,Yes,Masters,Female,682.0,Employed
35.0,58395.54,12089.25,No,Bachelors,Female,717.0,Self-Employed
31.0,70469.77,18377.92,No,PhD,Male,700.0,Employed
26.0,82614.42,16691.63,Yes,Bachelors,Male,770.0,Self-Employed
35.0,58486.89,19512.74,Yes,Bachelors,Female,698.0,Self-Employed
29.0,58718.88,22669.26,No,PhD,Male,728.0,Self-Employed
38.0,90612.39,8824.32,Yes,Masters,Female,767.0,Employed
38.0,43376.53,17417.86,No,Masters,Male,667.0,Unemployed
32.0,66734.54,13708.15,Yes,Masters,Male,750.0,Employed
34.0,89145.09,12767.63,Yes,Masters,Male,737.0,Self-Employed
36.0,55831.74,27359.26,Yes,High School,Male,679.0,Employed
46.0,39329.29,7148.8,Yes,High School,Female,692.0,Employed
37.0,104136.99,14090.19,Yes,Bachelors,Male,714.0,Employed
46.0,85985.91,13818.65,No,Masters,Female,731.0,Self-Employed
44.0,86607.37,15238.35,No,Bachelors,Female,792.0,Employed
44.0,68213.81,5137.94,Yes,Bachelors,Male,810.0,Employed
52.0,82812.54,10094.44,No,High School,Male,683.0,Employed
27.0,20192.22,15244.22,Yes,Bachelors,Male,848.0,Employed
33.0,61254.12,8023.42,Yes,Masters,Male,697.0,Employed
56.0,88951.4,19767.27,No,Masters,Female,812.0,Employed
35.0,42081.91,17898.11,No,Masters,Female,792.0,Employed
10.0,63330.94,7063.91,Yes,Masters,Female,670.0,Employed
36.0,76393.24,13848.22,Yes,PhD,Female,650.0,Employed
39.0,54314.46,16877.61,Yes,High School,Male,726.0,Unemployed
12.0,70147.5,8121.15,No,Bachelors,Male,765.0,Unemployed
51.0,77713.7,7112.71,Yes,High School,Female,721.0,Employed
31.0,76039.45,10212.26,No,Bachelors,Male,722.0,Employed
41.0,61985.14,28437.36,Yes,High School,Male,742.0,Self-Employed
36.0,53418.94,20471.69,Yes,Bachelors,Female,642.0,Self-Employed
25.0,77923.02,11957.03,Yes,Bachelors,Female,726.0,Employed
27.0,76783.05,8344.51,Yes,Masters,Male,680.0,Unemployed
29.0,75800.54,10873.4,Yes,High School,Male,702.0,Employed
49.0,72289.91,22611.76,No,PhD,Female,656.0,Employed
37.0,76802.91,25168.83,No,Bachelors,Female,654.0,Employed
33.0,87539.32,10940.63,No,PhD,Male,736.0,Self-Employed
29.0,76199.05,16555.45,Yes,Masters,Male,713.0,Unemployed
50.0,71954.56,13688.8,No,Masters,Female,802.0,Employed
53.0,59462.79,21351.59,Yes,Bachelors,Female,701.0,Employed
50.0,97717.56,9530.31,Yes,Masters,Female,757.0,Self-Employed
43.0,47539.31,19894.98,No,Bachelors,Male,779.0,Employed
41.0,65944.2,8299.3,Yes,PhD,Female,729.0,Employed
26.0,59818.53,19738.78,No,Bachelors,Male,732.0,Employed
36.0,33457.94,10746.35,Yes,High School,Male,781.0,Employed
31.0,77076.26,13427.76,Yes,Masters,Female,787.0,Employed
20.0,65934.76,11772.88,Yes,High School,Male,,Employed
49.0,70637.52,24805.68,Yes,High School,Male,790.0,Self-Employed
31.0,66423.48,19969.96,Yes,Bachelors,Male,730.0,Employed
50.0,85065.53,12943.24,Yes,PhD,Female,666.0,Unemployed
47.0,87629.31,10876.24,No,High School,Female,736.0,Unemployed
44.0,47974.69,21568.0,Yes,PhD,Male,687.0,Employed
44.0,105306.76,-1991.64,Yes,Bachelors,Female,783.0,Employed
32.0,65196.5,17395.89,Yes,High School,Male,707.0,Employed
57.0,81751.61,10203.56,Yes,Masters,Female,765.0,Employed
38.0,73606.29,26270.81,Yes,Masters,Male,680.0,Unemployed
41.0,72114.27,28653.54,Yes,High School,Female,668.0,Unemployed
32.0,81136.71,15153.45,Yes,Masters,Male,709.0,Employed
29.0,96366.35,13172.77,Yes,Bachelors,Male,654.0,Employed
43.0,85541.14,15340.03,Yes,Masters,Male,759.0,Self-Employed
40.0,65133.08,11891.93,Yes,Bachelors,Female,781.0,Employed
30.0,68315.02,11027.83,No,Bachelors,Female,749.0,Employed
24.0,58730.13,16172.84,No,Bachelors,Female,790.0,Self-Employed
25.0,84303.83,18118.76,Yes,Masters,Female,755.0,Employed
50.0,81798.04,15666.37,No,Bachelors,Male,699.0,Employed
32.0,63157.65,16450.52,Yes,Bachelors,Female,726.0,Unemployed
35.0,96530.19,11837.22,No,Bachelors,Male,726.0,Unemployed
53.0,91476.02,10330.91,Yes,Bachelors,Male,779.0,Employed
27.0,106470.12,10282.17,Yes,Bachelors,Female,724.0,Employed
31.0,54203.46,18859.75,Yes,Bachelors,Male,666.0,Employed
30.0,67996.19,15398.08,Yes,Bachelors,Female,653.0,Self-Employed
54.0,66069.82,16007.63,Yes,Masters,Male,711.0,Self-Employed
58.0,122074.24,16706.67,Yes,Bachelors,Male,723.0,Employed
46.0,70196.85,14710.91,No,Bachelors,Female,653.0,Self-Employed
46.0,95303.44,15542.29,Yes,Masters,Male,776.0,Employed
32.0,90695.35,21479.06,Yes,Masters,Female,710.0,Unemployed
57.0,68321.12,18884.58,No,Masters,Female,765.0,Self-Employed
41.0,,14138.21,Yes,Masters,Female,678.0,Employed
47.0,80455.66,12639.06,Yes,Bachelors,Female,766.0,Self-Employed
37.0,95156.86,20136.4,No,Masters,Female,669.0,Employed
35.0,66559.89,16663.85,Yes,Bachelors,Male,692.0,Employed
55.0,59828.39,13460.06,No,Masters,Female,699.0,Employed
43.0,88645.69,8543.26,Yes,PhD,Male,706.0,Employed
53.0,47062.63,23470.21,Yes,Masters,Female,774.0,Self-Employed
41.0,75054.8,9364.76,No,Masters,Female,739.0,Unemployed
30.0,91203.46,16422.13,Yes,High School,Male,671.0,Employed
32.0,78604.95,24126.21,No,Masters,Male,666.0,Self-Employed
39.0,58660.49,13293.89,Yes,Masters,Male,728.0,Employed
32.0,49975.33,14772.61,Yes,Bachelors,Male,708.0,Employed
27.0,93741.47,19268.64,Yes,Bachelors,Male,730.0,Self-Employed
50.0,66486.68,9034.32,No,High School,Male,638.0,Employed
33.0,51971.86,6651.0,Yes,Bachelors,Male,,Employed
,92777.15,13214.48,Yes,Masters,Male,635.0,Employed
41.0,86020.04,15403.52,No,Masters,Female,709.0,Employed
32.0,48965.18,15346.97,No,Bachelors,Male,683.0,Employed
53.0,120286.1,22086.01,Yes,High School,Female,658.0,Self-Employed
27.0,59189.36,10270.5,No,PhD,Male,751.0,Self-Employed
41.0,85680.99,14281.45,Yes,High School,Male,710.0,Employed
40.0,109731.69,22536.34,Yes,High School,Female,662.0,Employed
37.0,,13610.78,Yes,High School,Female,697.0,Unemployed
25.0,75183.59,24934.88,No,Bachelors,Female,753.0,Unemployed
47.0,41354.66,13828.52,Yes,Bachelors,Female,769.0,Employed
45.0,110820.58,11529.79,No,Bachelors,Male,799.0,Unemployed
31.0,87302.73,14804.18,No,Masters,Female,736.0,Employed
45.0,41702.92,16297.96,Yes,High School,Male,695.0,Employed
42.0,100892.53,12942.27,No,Masters,Male,688.0,Employed
25.0,71223.04,16990.7,Yes,Bachelors,Female,746.0,Employed
29.0,64446.84,14254.12,Yes,Bachelors,Male,786.0,Employed
49.0,58557.93,21347.42,Yes,PhD,Female,621.0,Employed
41.0,73423.24,17539.46,No,Masters,Female,719.0,Employed
32.0,86159.28,15053.81,Yes,Masters,Female,657.0,Employed
29.0,60106.15,13417.47,Yes,High School,Male,724.0,Unemployed
33.0,,,No,Masters,Female,806.0,Unemployed
34.0,137612.29,15155.84,Yes,Masters,Female,631.0,Employed
30.0,79513.99,12737.62,Yes,Masters,Male,637.0,Employed
21.0,89318.16,11384.3,Yes,High School,Female,796.0,Employed
49.0,50834.62,18496.98,Yes,High School,Female,736.0,Employed
48.0,42851.94,12641.82,No,High School,Female,719.0,Employed
25.0,99290.66,13500.39,Yes,High School,Male,765.0,Employed
39.0,93581.37,17766.29,Yes,Masters,Male,808.0,Employed
29.0,104277.16,20354.49,Yes,Masters,Male,734.0,Self-Employed
35.0,68408.08,17975.76,Yes,Masters,Male,719.0,Employed
35.0,95086.28,19263.81,Yes,Bachelors,Male,626.0,Employed
34.0,18914.73,18547.89,No,Bachelors,Male,675.0,Unemployed
58.0,80824.42,15041.51,Yes,Masters,Male,627.0,Employed
34.0,90660.53,16972.92,No,Masters,Female,722.0,Employed
30.0,,24129.46,Yes,Bachelors,Male,791.0,Employed
30.0,91116.68,14020.32,Yes,Bachelors,Female,699.0,Employed
48.0,66404.22,9537.75,No,High School,Female,743.0,Employed
21.0,68405.99,2368.11,Yes,High School,Female,764.0,Employed
30.0,64828.01,24677.88,Yes,Masters,Male,740.0,Employed
52.0,101626.36,24904.03,No,Bachelors,Male,716.0,Employed
40.0,60912.72,10045.71,Yes,Masters,Male,652.0,Unemployed
40.0,58466.71,21429.82,No,Masters,Male,756.0,Self-Employed
59.0,52855.4,20162.68,Yes,Bachelors,Female,780.0,Employed
40.0,62628.49,18206.12,No,Bachelors,Male,721.0,Employed
31.0,73900.06,17515.99,Yes,Bachelors,Male,703.0,Self-Employed
35.0,82771.78,11276.83,Yes,High School,Male,761.0,Employed
27.0,54934.18,15646.58,No,Masters,Male,737.0,Employed
51.0,77458.08,16739.84,Yes,Bachelors,Male,801.0,Self-Employed
44.0,82239.42,15348.69,No,Bachelors,Female,697.0,Employed
49.0,51344.49,14726.35,No,High School,Male,757.0,Employed
50.0,71262.73,21501.96,Yes,Masters,Male,741.0,Self-Employed
34.0,68303.03,20078.43,Yes,Bachelors,Male,722.0,Self-Employed
29.0,71476.99,19371.22,No,Masters,Male,690.0,Employed
37.0,59400.21,19661.93,Yes,Bachelors,Male,758.0,Employed
29.0,67290.01,16146.63,Yes,Bachelors,Male,800.0,Employed
40.0,70621.42,20829.99,No,Masters,Male,620.0,Unemployed
49.0,107280.96,,Yes,Bachelors,Female,728.0,Employed
36.0,70894.78,15347.79,Yes,Bachelors,Female,749.0,Employed
39.0,96768.28,18540.25,No,Masters,Male,678.0,Employed
37.0,98282.22,17717.24,Yes,PhD,Male,742.0,Employed
46.0,43620.63,16871.76,No,Masters,Female,738.0,Employed
31.0,64176.22,19635.44,Yes,High School,Female,756.0,Employed
16.0,98323.47,22205.21,No,Bachelors,Female,703.0,Self-Employed
43.0,73622.17,9682.29,Yes,Masters,Female,654.0,Employed
48.0,67672.32,16501.8,No,PhD,Female,721.0,Employed
42.0,85000.6,11388.34,Yes,Bachelors,Female,785.0,Employed
32.0,91350.5,20350.2,Yes,Masters,Male,764.0,Employed
27.0,69412.58,18619.94,No,Bachelors,Male,654.0,Employed
43.0,64434.92,10148.33,Yes,Masters,Female,712.0,Employed
39.0,22728.61,14966.61,No,High School,Male,715.0,Employed
37.0,70941.07,7494.32,Yes,Masters,Male,750.0,Employed
56.0,,19749.3,No,Bachelors,Male,715.0,Employed
29.0,49869.45,12320.87,Yes,High School,Female,712.0,Employed
56.0,65893.3,9348.95,No,PhD,Male,691.0,Employed
38.0,61651.76,13271.93,Yes,Bachelors,Male,841.0,Self-Employed
20.0,73383.3,17919.27,Yes,Masters,Female,631.0,Employed
36.0,64419.94,16434.5,Yes,Masters,Female,721.0,Self-Employed
48.0,78939.95,12554.47,No,High School,Male,727.0,Unemployed
34.0,73478.11,14475.28,No,Bachelors,Female,753.0,Employed
23.0,95470.99,13541.17,No,Masters,Female,700.0,Employed
36.0,59314.04,10329.6,Yes,Masters,Female,698.0,Employed
29.0,105596.98,5671.68,Yes,Bachelors,Female,747.0,Unemployed
43.0,,14967.8,Yes,Bachelors,Female,702.0,Self-Employed
46.0,99734.88,17925.03,No,Masters,Male,686.0,Employed
27.0,75055.36,14920.29,No,Masters,Male,775.0,Employed
31.0,64373.67,25248.73,No,PhD,Male,669.0,Employed
46.0,59241.05,12021.08,No,Bachelors,Male,684.0,Employed
29.0,105047.79,14790.57,Yes,High School,Female,738.0,Self-Employed
27.0,91933.23,17430.49,No,PhD,Male,757.0,Employed
26.0,49837.67,17203.51,Yes,Bachelors,Male,708.0,Employed
42.0,89552.31,13720.53,Yes,High School,Female,,Employed
41.0,53492.8,14728.92,No,High School,Female,730.0,Employed
31.0,76485.82,14583.37,No,Masters,Male,705.0,Employed
38.0,86518.65,18416.32,Yes,Masters,Male,671.0,Employed
53.0,99159.52,11525.49,Yes,High School,Female,769.0,Employed
,74750.89,2831.29,Yes,Bachelors,Male,670.0,Employed
18.0,67320.08,13284.43,Yes,Bachelors,Male,854.0,Employed
43.0,70882.64,,Yes,Bachelors,Female,694.0,Employed
37.0,91336.93,19006.41,No,Masters,Female,800.0,Employed
31.0,85767.63,7156.85,Yes,Masters,Male,775.0,Employed
45.0,69673.32,18375.5,Yes,Masters,Male,705.0,Employed
46.0,32733.0,,No,Bachelors,Female,772.0,Employed
16.0,21310.52,13125.33,Yes,Masters,Female,,Employed
31.0,74506.72,9609.4,Yes,High School,Male,703.0,Employed
61.0,46375.01,10932.05,Yes,Masters,Male,634.0,Employed
44.0,59423.12,12200.32,Yes,PhD,Female,644.0,Employed
45.0,65461.16,24176.26,No,High School,Female,750.0,Employed
50.0,111529.71,18200.53,Yes,Bachelors,Female,719.0,Unemployed
38.0,72447.45,11452.07,Yes,Bachelors,Female,729.0,Self-Employed
46.0,84399.54,12289.99,Yes,High School,Male,770.0,Employed
45.0,80090.95,14812.76,Yes,Masters,Female,701.0,Employed
43.0,21562.25,12834.12,Yes,PhD,Male,758.0,Unemployed
35.0,62010.18,15078.4,Yes,High School,Female,689.0,Employed
40.0,45599.4,14271.34,Yes,Masters,Female,725.0,Employed
32.0,104544.06,15486.36,Yes,High School,Female,729.0,Employed
38.0,33613.71,5008.42,Yes,High School,Female,667.0,Employed
26.0,61583.52,19001.45,Yes,Bachelors,Female,720.0,Employed
30.0,64785.45,12199.34,Yes,Bachelors,Male,763.0,Employed
35.0,50283.21,19534.25,Yes,Masters,Male,746.0,Self-Employed
29.0,72028.48,25980.37,Yes,Bachelors,Female,793.0,Employed
33.0,69154.44,7736.65,No,Masters,Male,697.0,Unemployed
36.0,73260.91,15492.15,Yes,High School,Male,796.0,Employed
42.0,80049.83,12899.61,Yes,Bachelors,Male,731.0,Employed
47.0,74736.38,16974.06,No,High School,Female,696.0,Employed
33.0,77609.52,4463.26,No,PhD,Male,728.0,Employed
51.0,92244.23,13208.8,Yes,Bachelors,Male,684.0,Employed
47.0,37006.7,10906.89,No,Masters,Male,736.0,Employed
43.0,83999.33,23135.14,Yes,Masters,Female,638.0,Employed
40.0,49085.95,24296.51,Yes,Bachelors,Male,782.0,Employed
41.0,57152.02,13569.39,Yes,Bachelors,Male,688.0,Employed
50.0,72421.71,9263.72,Yes,High School,Female,722.0,Self-Employed
50.0,78226.42,10807.03,Yes,Bachelors,Male,780.0,Employed
51.0,80581.08,15195.27,No,High School,Female,689.0,Unemployed
38.0,51097.56,7993.33,No,Bachelors,Female,754.0,Employed
44.0,102623.88,17595.29,No,Masters,Male,778.0,Self-Employed
51.0,61642.95,14018.65,Yes,Bachelors,Female,727.0,Unemployed
32.0,55611.86,16781.63,Yes,Masters,Male,740.0,Employed
35.0,44561.28,16971.98,No,Masters,Female,785.0,Employed
38.0,42589.74,21897.08,Yes,Bachelors,Female,662.0,Self-Employed
47.0,42004.02,18175.12,No,Masters,Male,780.0,Self-Employed
47.0,76287.17,16464.79,Yes,PhD,Female,638.0,Employed
36.0,82083.58,16246.23,Yes,High School,Male,694.0,Employed
23.0,52715.9,5108.66,Yes,PhD,Male,819.0,Employed
40.0,47162.42,15898.3,Yes,Bachelors,Male,768.0,Employed
29.0,65767.09,18060.71,No,Bachelors,Female,721.0,Employed
23.0,71945.73,14393.89,No,High School,Male,823.0,Unemployed
25.0,75259.55,23324.12,Yes,High School,Male,665.0,Employed
41.0,50714.27,7573.01,No,Masters,Female,746.0,Employed
52.0,66656.07,11300.7,No,PhD,Female,715.0,Employed
38.0,101343.55,11823.87,Yes,High School,Female,721.0,Unemployed
40.0,46104.72,15046.33,No,High School,Male,758.0,Employed
50.0,69417.43,,Yes,Bachelors,Female,752.0,Employed
23.0,79999.62,8797.26,No,Masters,Female,725.0,Self-Employed
43.0,50642.46,13221.08,Yes,PhD,Male,758.0,Employed
,82226.29,20073.97,Yes,High School,Male,789.0,Employed
44.0,43215.29,18770.93,No,Masters,Male,737.0,Employed
33.0,82690.35,11525.42,Yes,Masters,Female,761.0,Self-Employed
30.0,70867.13,13133.26,Yes,High School,Female,731.0,Self-Employed
39.0,41611.58,11111.82,Yes,Bachelors,Male,696.0,Employed
54.0,83753.31,8692.7,Yes,Masters,Female,723.0,Self-Employed
47.0,52082.79,,No,Masters,Female,754.0,Self-Employed
33.0,66933.78,8594.42,Yes,High School,Male,632.0,Employed
25.0,82603.34,18314.28,Yes,Masters,Male,735.0,Employed
,50711.13,24093.21,Yes,Bachelors,Male,755.0,Employed
51.0,59434.25,16878.41,Yes,Bachelors,Female,725.0,Unemployed
28.0,92523.18,18113.81,Yes,Masters,Female,672.0,Employed
35.0,28603.85,17971.4,Yes,Bachelors,Male,756.0,Employed
51.0,98373.46,12556.66,Yes,High School,Male,688.0,Employed
22.0,40714.91,16849.9,No,High School,Male,805.0,Employed
53.0,56014.59,16561.83,Yes,Masters,Male,773.0,Unemployed
35.0,75648.25,11870.55,Yes,Bachelors,Male,733.0,Self-Employed
27.0,82062.8,2418.42,No,Bachelors,Male,707.0,Employed
36.0,75959.8,9760.41,Yes,Masters,Male,647.0,Employed
31.0,70945.31,10289.58,No,Bachelors,Female,811.0,Employed
42.0,61279.1,17505.01,Yes,Masters,Male,690.0,Employed
32.0,101225.82,7605.46,No,Bachelors,Female,803.0,Employed
19.0,85459.13,24354.57,Yes,Bachelors,Male,610.0,Employed
36.0,93512.1,23146.16,Yes,Bachelors,Female,716.0,Employed
24.0,61572.85,20260.9,Yes,Bachelors,Male,691.0,Unemployed
40.0,23435.76,12449.62,Yes,Bachelors,Male,671.0,Employed
26.0,,4607.2,Yes,High School,Male,736.0,Employed
33.0,77128.67,19160.92,No,Bachelors,Female,802.0,Employed
40.0,73657.23,11260.58,Yes,Bachelors,Female,700.0,Employed
36.0,58652.5,18937.72,Yes,Masters,Female,731.0,Employed
41.0,63037.63,18006.14,Yes,Masters,Female,682.0,Employed
45.0,58019.01,12799.75,Yes,Bachelors,Female,674.0,Employed
26.0,70903.36,8899.21,No,Masters,Female,612.0,Self-Employed
37.0,47286.45,15935.94,No,PhD,Male,686.0,Employed
5.0,85252.22,7151.51,Yes,Masters,Female,708.0,Employed
40.0,110732.58,,No,Bachelors,Male,648.0,Self-Employed
35.0,58046.95,17350.8,Yes,Bachelors,Male,814.0,Employed
28.0,38144.19,11702.4,Yes,Bachelors,Male,745.0,Self-Employed
41.0,67959.7,7484.32,Yes,Masters,Female,756.0,Self-Employed
50.0,76304.47,23141.34,Yes,Masters,Male,646.0,Employed
33.0,79065.08,12325.97,Yes,Bachelors,Male,742.0,Employed
29.0,102050.21,13963.59,Yes,Bachelors,Male,796.0,Self-Employed
40.0,86316.06,20457.14,No,Masters,Male,716.0,Employed
25.0,33768.36,12158.47,Yes,PhD,Female,737.0,Employed
31.0,45280.53,11192.49,Yes,PhD,Male,707.0,Employed
50.0,78113.08,25050.64,No,Bachelors,Male,742.0,Employed
39.0,60916.94,11336.68,Yes,Masters,Female,720.0,Employed
19.0,100302.54,21084.06,Yes,PhD,Male,706.0,Employed
20.0,51257.35,15765.05,No,High School,Male,740.0,Employed
40.0,89214.2,15659.5,Yes,Bachelors,Male,720.0,Employed
47.0,57013.2,12467.35,Yes,Bachelors,Male,737.0,Self-Employed
22.0,75243.86,14002.14,Yes,PhD,Female,716.0,Employed
42.0,53441.48,23935.69,Yes,PhD,Female,774.0,Employed
51.0,81177.19,19276.01,Yes,Masters,Male,814.0,Employed
57.0,91454.23,8186.4,Yes,Bachelors,Male,733.0,Employed
41.0,75059.9,10042.93,No,Bachelors,Male,746.0,Employed
43.0,108182.65,16914.74,Yes,High School,Male,700.0,Employed
17.0,55591.28,18193.81,No,Bachelors,Female,752.0,Employed
59.0,71959.37,,Yes,Masters,Female,642.0,Employed
32.0,86916.99,14616.02,No,High School,Female,746.0,Employed
29.0,51004.44,10753.05,Yes,Bachelors,Female,674.0,Employed
35.0,71245.75,10950.04,Yes,Masters,Female,788.0,Employed
53.0,83280.8,3497.07,Yes,Bachelors,Male,762.0,Employed
60.0,88584.0,23167.76,Yes,Masters,Female,713.0,Self-Employed
,92836.86,1853.69,Yes,PhD,Male,751.0,Employed
48.0,52618.74,13792.78,Yes,Bachelors,Male,815.0,Unemployed
38.0,75765.17,6142.37,Yes,Bachelors,Male,715.0,Employed
28.0,43701.78,12077.85,Yes,Masters,Female,737.0,Self-Employed
53.0,55512.52,17880.99,No,Bachelors,Female,745.0,Employed
32.0,66517.74,3567.21,No,Bachelors,Female,749.0,Self-Employed
53.0,92880.55,16763.01,No,Masters,Male,705.0,Unemployed
51.0,80558.3,19357.44,Yes,Bachelors,Female,762.0,Self-Employed
44.0,70801.82,12913.77,Yes,Masters,Male,721.0,Self-Employed
56.0,78973.13,28696.82,Yes,Bachelors,Male,729.0,Self-Employed
60.0,80424.08,3775.04,Yes,PhD,Female,,Employed
36.0,77380.47,6435.39,No,Bachelors,Female,773.0,Self-Employed
30.0,58498.46,13484.23,Yes,Masters,Male,676.0,Employed
19.0,50866.21,13585.69,Yes,Bachelors,Male,647.0,Employed
60.0,65534.19,15572.36,Yes,Bachelors,Female,,Employed
34.0,54122.78,19641.41,No,Bachelors,Female,761.0,Employed
49.0,82425.57,,No,Masters,Male,696.0,Unemployed
31.0,100579.12,8209.2,Yes,PhD,Female,690.0,Employed
53.0,81272.81,11527.53,Yes,PhD,Female,721.0,Employed
31.0,33797.23,,No,High School,Male,659.0,Employed
26.0,57334.98,19047.36,Yes,Bachelors,Male,738.0,Employed
36.0,70362.98,14651.12,No,High School,Male,833.0,Employed
33.0,41304.07,12456.28,No,High School,Male,756.0,Self-Employed
44.0,70623.93,14236.05,Yes,High School,Male,740.0,Employed
37.0,79386.39,16810.31,No,Masters,Female,765.0,Employed
44.0,98177.17,15494.88,No,Bachelors,Male,844.0,Employed
35.0,106374.14,7958.52,Yes,Masters,Female,700.0,Employed
31.0,46169.52,7609.07,Yes,Masters,Male,701.0,Unemployed
32.0,67668.24,,No,High School,Male,692.0,Self-Employed
58.0,67920.67,18624.46,Yes,Bachelors,Male,646.0,Employed
40.0,55739.82,9695.89,Yes,Bachelors,Female,728.0,Self-Employed
18.0,71972.97,17037.41,No,PhD,Male,722.0,Self-Employed
33.0,68398.61,6057.21,Yes,Masters,Female,736.0,Self-Employed
39.0,82276.06,15355.44,Yes,High School,Female,668.0,Employed
56.0,97132.28,11091.9,Yes,Bachelors,Male,625.0,Employed
48.0,,4550.51,Yes,Masters,Female,,Employed
29.0,60199.0,12267.81,No,Bachelors,Male,736.0,Employed
62.0,49489.64,8683.39,No,High School,Female,738.0,Employed
38.0,110849.22,13617.45,Yes,Masters,Female,807.0,Self-Employed
50.0,88137.51,17063.19,Yes,Bachelors,Male,779.0,Self-Employed
26.0,77994.22,17283.98,Yes,Masters,Female,654.0,Self-Employed
14.0,66680.39,5114.52,Yes,Bachelors,Female,665.0,Unemployed
24.0,102237.57,17875.23,Yes,Bachelors,Male,746.0,Self-Employed
,66807.52,17064.66,Yes,Bachelors,Male,722.0,Employed
59.0,35757.66,12881.63,Yes,Bachelors,Female,769.0,Employed
40.0,75300.53,8658.46,Yes,Bachelors,Female,789.0,Employed
29.0,45443.88,12959.35,Yes,Bachelors,Female,739.0,Employed
43.0,75375.21,23056.18,No,High School,Male,723.0,Employed
40.0,96882.68,17982.67,Yes,Masters,Female,669.0,Employed
44.0,,19862.64,Yes,Masters,Female,671.0,Employed
50.0,52007.31,10055.37,Yes,Masters,Female,752.0,Employed
35.0,87294.55,12337.41,Yes,Bachelors,Male,659.0,Employed
29.0,60010.59,8515.19,No,Masters,Male,701.0,Employed
46.0,78303.29,11673.37,Yes,Masters,Female,663.0,Employed
46.0,78346.28,21791.1,No,Bachelors,Male,670.0,Employed
39.0,87791.4,12754.13,No,Masters,Female,711.0,Employed
60.0,57068.17,11554.47,No,Bachelors,Female,706.0,Self-Employed
34.0,18963.42,,Yes,Masters,Male,750.0,Employed
29.0,,12127.47,No,High School,Male,782.0,Self-Employed
42.0,38619.93,15463.67,No,Masters,Female,708.0,Employed
31.0,88703.53,12156.36,No,Masters,Female,660.0,Unemployed
43.0,69154.72,15954.39,No,High School,Female,703.0,Employed
30.0,64079.37,13099.7,Yes,Bachelors,Male,768.0,Unemployed
34.0,83811.11,9410.25,Yes,Bachelors,Female,671.0,Employed
57.0,35163.12,20270.44,Yes,Bachelors,Male,667.0,Employed
34.0,65995.86,24089.83,Yes,High School,Male,648.0,Self-Employed
30.0,78957.48,17487.85,No,PhD,Female,790.0,Self-Employed
50.0,75056.88,7491.11,Yes,PhD,Male,606.0,Employed
27.0,60223.39,13858.81,No,Bachelors,Male,666.0,Employed
31.0,60425.33,16224.48,Yes,Bachelors,Male,665.0,Employed
44.0,100864.84,,Yes,Masters,Male,701.0,Self-Employed
47.0,88253.43,12319.16,Yes,Masters,Female,688.0,Employed
50.0,56716.54,7976.57,Yes,Masters,Female,727.0,Employed
31.0,96969.22,9851.43,No,PhD,Male,,Employed
44.0,85101.62,16697.31,No,Masters,Male,670.0,Self-Employed
33.0,79767.79,14752.58,Yes,High School,Female,697.0,Employed
32.0,80531.8,9524.91,Yes,Bachelors,Female,659.0,Self-Employed
50.0,47077.58,14664.62,Yes,Masters,Male,771.0,Self-Employed
33.0,100105.28,13188.03,Yes,Bachelors,Male,787.0,Employed
41.0,89030.15,19414.26,No,PhD,Female,628.0,Employed
40.0,74902.47,4630.86,Yes,Masters,Male,743.0,Employed
27.0,74872.13,11295.67,Yes,Bachelors,Female,725.0,Employed
48.0,68170.5,22587.07,Yes,High School,Female,725.0,Employed
44.0,58625.82,9179.81,No,Masters,Female,695.0,Employed
,80690.96,9594.4,Yes,Masters,Female,685.0,Unemployed
41.0,54091.86,12409.94,Yes,Bachelors,Male,767.0,Employed
30.0,73013.97,21343.81,Yes,High School,Female,768.0,Self-Employed
49.0,71947.3,17011.05,Yes,Masters,Female,726.0,Unemployed
24.0,77703.63,9687.89,No,Bachelors,Male,640.0,Employed
34.0,88825.0,14577.72,No,Bachelors,Male,723.0,Employed
42.0,78066.74,13241.83,Yes,Bachelors,Female,700.0,Employed
39.0,83871.33,17248.98,No,High School,Female,717.0,Employed
46.0,31201.15,14790.51,Yes,PhD,Male,726.0,Employed
23.0,79208.27,15982.08,Yes,Bachelors,Male,714.0,Employed
55.0,71501.13,13391.96,Yes,Bachelors,Male,769.0,Employed
43.0,77434.5,21612.48,Yes,Masters,Female,687.0,Employed
52.0,59418.41,14785.97,Yes,Bachelors,Female,769.0,Employed
47.0,93018.51,11868.26,Yes,Masters,Female,702.0,Employed
38.0,75008.61,20302.96,No,Bachelors,Female,760.0,Employed
25.0,55103.7,17952.84,Yes,Masters,Male,765.0,Employed
32.0,,10451.52,Yes,Masters,Female,741.0,Employed
54.0,88055.47,-4700.04,Yes,Bachelors,Female,691.0,Employed
52.0,68294.22,17702.11,Yes,PhD,Female,629.0,Employed
32.0,69905.67,12820.66,Yes,High School,Male,744.0,Employed
10.0,66045.75,15212.29,Yes,Masters,Female,699.0,Employed
36.0,90222.61,20911.12,Yes,PhD,Female,725.0,Employed
35.0,79646.6,10235.18,Yes,Bachelors,Female,769.0,Employed
36.0,46257.33,9376.31,Yes,Masters,Female,685.0,Unemployed
,50484.58,8019.43,Yes,Bachelors,Female,727.0,Unemployed
47.0,70091.35,26017.04,No,Bachelors,Female,639.0,Employed
48.0,57139.17,20958.47,No,High School,Female,738.0,Employed
42.0,26789.37,18358.13,Yes,Masters,Male,689.0,Employed
20.0,55099.48,5365.33,No,Bachelors,Male,605.0,Unemployed
35.0,64429.55,7881.09,Yes,Bachelors,Female,741.0,Employed
61.0,61999.97,18512.98,Yes,Bachelors,Female,851.0,Employed
42.0,84415.24,17007.91,Yes,Masters,Female,718.0,Self-Employed
42.0,25309.21,13641.0,Yes,Masters,Male,667.0,Employed
42.0,54552.69,8239.65,Yes,High School,Female,752.0,Employed
42.0,85913.25,20276.19,Yes,Masters,Male,701.0,Employed
14.0,56646.77,23959.55,Yes,High School,Male,743.0,Employed
36.0,45772.18,17193.09,Yes,High School,Male,670.0,Employed
38.0,,11220.02,Yes,Bachelors,Male,643.0,Unemployed
51.0,78924.15,22620.96,Yes,Masters,Male,737.0,Employed
38.0,64931.93,15842.83,No,Bachelors,Female,691.0,Employed
22.0,,,Yes,High School,Female,686.0,Employed
42.0,,13209.99,Yes,Masters,Male,768.0,Employed
30.0,77497.35,25310.43,Yes,High School,Female,697.0,Employed
26.0,44730.04,12757.59,Yes,Bachelors,Female,742.0,Employed
30.0,71895.72,11693.02,Yes,Bachelors,Female,692.0,Self-Employed
43.0,44010.3,19146.11,No,Masters,Male,780.0,Employed
51.0,93401.83,14634.17,No,Masters,Female,807.0,Self-Employed
43.0,94623.94,16937.32,Yes,Bachelors,Male,754.0,Employed
44.0,64246.53,9907.57,Yes,Masters,Male,672.0,Employed
43.0,91299.23,9996.78,No,Bachelors,Female,761.0,Employed
39.0,54875.71,13092.96,Yes,PhD,Female,720.0,Self-Employed
45.0,67202.33,16791.86,No,Masters,Female,742.0,Employed
14.0,58304.21,11110.57,No,Masters,Female,703.0,Unemployed
39.0,69506.26,20345.94,Yes,Bachelors,Female,700.0,Self-Employed
28.0,71324.9,14463.49,Yes,Bachelors,Male,732.0,Employed
50.0,,23536.53,Yes,Bachelors,Male,814.0,Employed
37.0,68196.33,9739.45,No,Masters,Male,735.0,Employed
38.0,72545.75,16711.77,No,Bachelors,Female,709.0,Employed
,95107.81,17296.18,Yes,Bachelors,Female,,Self-Employed
48.0,29782.48,16355.73,Yes,Bachelors,Male,703.0,Employed
44.0,108418.43,14755.39,No,Bachelors,Male,798.0,Employed
44.0,62984.45,19235.87,Yes,High School,Male,695.0,Employed
30.0,68441.91,8821.16,Yes,Bachelors,Male,699.0,Self-Employed
30.0,96586.03,16414.37,Yes,Masters,Female,663.0,Employed
40.0,82133.78,10067.91,Yes,Masters,Male,757.0,Employed
31.0,80700.38,12104.15,Yes,Masters,Male,749.0,Employed
42.0,,16342.15,Yes,Masters,Female,788.0,Employed
16.0,66704.85,19740.79,Yes,Masters,Female,758.0,Employed
33.0,88380.31,8131.19,Yes,Masters,Female,713.0,Employed
56.0,44790.28,23254.05,Yes,Masters,Male,795.0,Employed
42.0,78350.48,20011.71,No,High School,Male,786.0,Employed
40.0,81236.33,15217.58,No,High School,Female,727.0,Employed
58.0,92921.0,9662.42,Yes,Bachelors,Female,740.0,Employed
15.0,84156.64,22644.39,Yes,Bachelors,Male,638.0,Employed
30.0,74089.69,17311.51,Yes,Masters,Female,735.0,Employed
34.0,63647.8,17307.34,Yes,High School,Female,725.0,Employed
47.0,63425.16,11611.21,Yes,Masters,Female,717.0,Employed
47.0,63594.37,15970.8,Yes,Masters,Female,743.0,Employed
29.0,44042.42,11869.59,Yes,Masters,Male,674.0,Self-Employed
48.0,104868.6,21076.5,Yes,Bachelors,Male,836.0,Employed
34.0,89973.5,21199.59,Yes,Bachelors,Male,758.0,Employed
50.0,75090.01,14232.28,Yes,Bachelors,Male,755.0,Employed
28.0,86298.75,12074.27,No,Masters,Female,755.0,Employed
37.0,85061.05,18956.74,Yes,Bachelors,Male,770.0,Employed
33.0,50140.45,18257.93,Yes,Bachelors,Male,726.0,Employed
49.0,82735.03,9168.6,Yes,Masters,Male,691.0,Employed
33.0,95394.92,13542.21,Yes,Masters,Male,642.0,Employed
38.0,56442.11,25964.45,Yes,Masters,Female,773.0,Self-Employed
43.0,39325.99,14959.62,No,Bachelors,Male,749.0,Employed
43.0,46759.15,16175.47,No,High School,Male,658.0,Unemployed
47.0,,17725.03,Yes,Masters,Female,655.0,Employed
40.0,45604.96,12206.38,Yes,PhD,Male,629.0,Employed
34.0,66559.9,18831.58,Yes,High School,Male,705.0,Employed
35.0,56905.7,16890.41,Yes,Bachelors,Male,778.0,Employed
38.0,69984.02,20626.06,Yes,Bachelors,Male,646.0,Employed
40.0,59806.75,6573.68,Yes,Masters,Male,724.0,Employed
37.0,69280.4,16770.64,Yes,Bachelors,Female,644.0,Self-Employed
38.0,82050.31,16049.9,Yes,Bachelors,Male,647.0,Employed
23.0,50838.82,7914.71,No,High School,Female,686.0,Unemployed
45.0,75626.77,,No,Bachelors,Female,810.0,Unemployed
40.0,52954.95,16970.71,Yes,PhD,Male,680.0,Self-Employed
48.0,69884.96,15250.49,Yes,Bachelors,Female,650.0,Self-Employed
38.0,68362.89,14876.24,Yes,High School,Male,693.0,Employed
21.0,77111.59,14928.18,Yes,Bachelors,Female,694.0,Employed
34.0,73692.55,12672.88,Yes,High School,Male,708.0,Employed
36.0,94777.62,25027.55,No,Bachelors,Female,687.0,Employed
45.0,69478.75,16641.57,Yes,Masters,Male,692.0,Employed
17.0,57449.93,16548.8,Yes,PhD,Female,740.0,Employed
38.0,88594.52,8363.17,Yes,Bachelors,Male,718.0,Employed
43.0,,13422.11,Yes,Masters,Female,670.0,Employed
31.0,87682.95,12355.18,No,Masters,Female,749.0,Employed
39.0,67600.63,14845.52,Yes,Bachelors,Female,831.0,Self-Employed
32.0,43826.02,13392.25,Yes,Bachelors,Male,741.0,Employed
31.0,114878.23,11913.05,Yes,High School,Female,,Self-Employed
34.0,57947.12,13857.82,No,Bachelors,Female,693.0,Employed
31.0,46781.54,9585.49,Yes,PhD,Male,724.0,Employed
45.0,84339.78,17976.0,No,Bachelors,Male,664.0,Employed
31.0,51096.99,,Yes,Bachelors,Male,600.0,Employed
29.0,62151.93,17490.34,No,Masters,Male,684.0,Employed
56.0,72491.47,,Yes,High School,Male,698.0,Employed
,67133.61,18928.11,Yes,PhD,Male,662.0,Employed
19.0,62731.74,8578.36,Yes,High School,Male,709.0,Employed
30.0,101793.79,22463.32,Yes,High School,Female,658.0,Employed
40.0,67770.71,19345.48,Yes,Masters,Female,814.0,Employed
41.0,52011.48,5453.63,No,PhD,Female,656.0,Unemployed
,89539.06,11199.81,Yes,PhD,Male,677.0,Employed
,55549.25,8836.84,No,PhD,Female,688.0,Employed
,67818.66,17169.96,Yes,Masters,Male,766.0,Employed
43.0,51907.47,12329.93,No,Bachelors,Female,755.0,Employed
52.0,74228.67,15119.85,No,Masters,Female,722.0,Self-Employed
43.0,70795.61,23672.54,No,Masters,Male,687.0,Employed
42.0,69419.81,22221.33,No,Bachelors,Female,584.0,Self-Employed
54.0,73000.36,10211.08,Yes,High School,Male,676.0,Employed
49.0,86356.03,17289.43,Yes,Bachelors,Female,722.0,Employed
30.0,84061.88,24135.56,No,Bachelors,Male,699.0,Employed
44.0,49211.85,10426.15,No,High School,Female,775.0,Unemployed
31.0,56506.93,19839.72,Yes,Masters,Male,744.0,Self-Employed
43.0,88487.45,14158.88,Yes,Bachelors,Male,685.0,Unemployed
43.0,54343.4,10295.83,No,High School,Male,754.0,Unemployed
24.0,79837.95,22570.76,No,High School,Male,646.0,Employed
37.0,86789.65,,No,Masters,Female,734.0,Employed
41.0,37168.39,14252.39,Yes,PhD,Female,769.0,Employed
34.0,61873.23,13225.52,Yes,PhD,Female,748.0,Self-Employed
41.0,86300.68,20267.31,No,Bachelors,Female,690.0,Employed
46.0,67060.52,19917.11,Yes,Masters,Male,760.0,Employed
38.0,61916.5,11290.57,No,High School,Female,632.0,Employed
40.0,86622.3,15579.75,Yes,PhD,Male,662.0,Self-Employed
52.0,92078.12,16843.9,Yes,Masters,Male,672.0,Employed
43.0,56431.81,19877.15,No,PhD,Male,629.0,Employed
40.0,105342.62,11961.58,No,Bachelors,Female,772.0,Employed
,34315.67,21912.38,Yes,Bachelors,Male,794.0,Employed
45.0,39857.73,19072.42,Yes,High School,Male,709.0,Self-Employed
41.0,60912.41,10251.59,No,Bachelors,Female,781.0,Employed
51.0,63309.41,17423.22,Yes,Masters,Male,669.0,Employed
38.0,64224.71,17446.45,No,Masters,Female,698.0,Employed
20.0,59309.9,11454.59,Yes,Bachelors,Male,701.0,Employed
21.0,55487.78,17132.6,Yes,High School,Male,664.0,Self-Employed
45.0,65593.75,15012.05,No,High School,Male,744.0,Self-Employed
32.0,58203.07,7343.45,Yes,Bachelors,Male,715.0,Employed
42.0,83638.55,-979.71,Yes,High School,Male,695.0,Unemployed
39.0,70612.29,25245.66,Yes,Masters,Female,724.0,Employed
36.0,65576.74,14379.59,No,Masters,Male,764.0,Unemployed
37.0,68557.63,15539.96,Yes,High School,Male,700.0,Employed
29.0,92283.23,,Yes,Masters,Female,832.0,Employed
,60331.87,12007.96,Yes,High School,Female,755.0,Employed
32.0,44532.17,25841.35,No,Masters,Female,735.0,Employed
34.0,50452.71,27089.73,Yes,Bachelors,Male,724.0,Employed
35.0,65339.58,5723.25,No,High School,Female,814.0,Employed
36.0,79630.06,15287.47,Yes,Bachelors,Male,,Employed
47.0,87596.15,24340.41,Yes,High School,Female,714.0,Employed
37.0,102972.77,15989.62,Yes,High School,Female,675.0,Employed
48.0,84783.1,18420.5,Yes,Bachelors,Female,736.0,Employed
53.0,52341.04,,Yes,Bachelors,Female,749.0,Employed
47.0,65935.48,17576.54,Yes,High School,Male,806.0,Employed
43.0,26726.79,22227.79,Yes,Bachelors,Male,710.0,Employed
41.0,63769.19,17608.52,No,Masters,Female,732.0,Employed
47.0,57897.86,8921.57,Yes,Masters,Male,706.0,Employed
39.0,23739.49,11846.5,Yes,Bachelors,Male,749.0,Employed
48.0,112150.71,18866.87,No,Masters,Male,752.0,Employed
44.0,62440.33,14660.8,Yes,Masters,Male,694.0,Employed
34.0,,12273.77,No,PhD,Female,723.0,Employed
47.0,64517.19,,No,Bachelors,Female,725.0,Employed
39.0,103015.4,10015.91,No,Bachelors,Female,736.0,Employed
37.0,108141.98,11424.46,Yes,Bachelors,Male,772.0,Self-Employed
33.0,71167.41,17283.75,Yes,PhD,Female,796.0,Employed
40.0,71927.55,12413.86,Yes,High School,Female,648.0,Employed
48.0,94511.87,15889.69,Yes,High School,Male,767.0,Unemployed
47.0,66989.76,15788.27,Yes,High School,Male,673.0,Employed
42.0,79205.68,18844.73,Yes,High School,Male,749.0,Employed
44.0,86791.8,10890.28,No,Bachelors,Male,735.0,Self-Employed
51.0,48481.28,23082.11,No,High School,Male,689.0,Employed
37.0,100735.35,6204.88,No,Masters,Male,797.0,Employed
27.0,52406.23,13371.91,Yes,High School,Male,697.0,Employed
51.0,57324.17,12876.32,No,Bachelors,Female,769.0,Employed
33.0,71996.45,11050.93,Yes,High School,Male,722.0,Employed
31.0,88792.03,3978.62,No,Bachelors,Female,638.0,Employed
20.0,83548.1,21067.02,Yes,Bachelors,Female,714.0,Self-Employed
44.0,69012.01,19146.85,Yes,High School,Male,754.0,Self-Employed
22.0,75683.4,17493.9,No,Bachelors,Female,705.0,Employed
30.0,91465.79,11368.52,Yes,Masters,Female,674.0,Employed
44.0,70167.87,12471.83,No,Masters,Male,750.0,Employed
45.0,53758.89,13318.78,Yes,Masters,Male,707.0,Employed
31.0,57941.44,13801.61,Yes,Masters,Female,716.0,Employed
37.0,88185.61,18975.48,Yes,High School,Male,654.0,Employed
29.0,53775.26,12527.34,Yes,Masters,Female,793.0,Employed
33.0,38643.13,,Yes,Bachelors,Male,799.0,Employed
41.0,63916.23,15733.11,Yes,Bachelors,Male,698.0,Employed
33.0,68493.05,15212.75,Yes,Bachelors,Female,685.0,Employed
36.0,87209.97,,Yes,PhD,Female,840.0,Unemployed
23.0,40844.47,21943.78,Yes,Masters,Female,733.0,Employed
49.0,76929.44,12965.06,No,Masters,Female,679.0,Employed
43.0,93025.18,19660.84,Yes,Masters,Male,733.0,Employed
46.0,53653.1,15710.72,No,Masters,Female,722.0,Employed
51.0,71632.87,20121.92,Yes,Bachelors,Female,779.0,Self-Employed
30.0,26988.17,21160.65,No,Bachelors,Male,835.0,Employed
34.0,87463.27,11213.55,Yes,Bachelors,Male,718.0,Employed
19.0,85911.93,24897.36,No,High School,Male,755.0,Employed
69.0,69600.44,15905.49,Yes,Bachelors,Female,698.0,Self-Employed
37.0,43454.38,9263.48,No,High School,Male,657.0,Self-Employed
48.0,83337.67,9305.34,Yes,Bachelors,Female,723.0,Employed
26.0,65100.04,22365.67,Yes,Masters,Male,627.0,Employed
48.0,14392.35,21571.77,Yes,Bachelors,Female,847.0,Employed
,85564.25,20482.62,Yes,Masters,Male,772.0,Employed
37.0,93272.32,12293.93,No,Masters,Male,,Employed
28.0,96786.12,13131.82,Yes,Masters,Male,631.0,Employed
37.0,44459.94,7121.36,Yes,High School,Male,725.0,Employed
16.0,31664.12,13540.62,Yes,Masters,Female,649.0,Employed
38.0,61792.3,15853.2,Yes,High School,Female,759.0,Employed
46.0,80357.29,22500.9,Yes,PhD,Female,781.0,Self-Employed
38.0,51144.19,,No,Masters,Female,722.0,Unemployed
35.0,38179.31,13331.43,Yes,Masters,Male,638.0,Employed
43.0,84491.39,16446.92,Yes,Masters,Male,643.0,Employed
44.0,63095.86,19252.81,Yes,PhD,Female,638.0,Employed
21.0,82451.78,22764.01,No,Bachelors,Female,680.0,Employed
39.0,70315.93,11502.89,Yes,Bachelors,Male,660.0,Employed
62.0,66677.9,14145.17,Yes,Masters,Male,689.0,Employed
25.0,68717.28,15684.77,Yes,Masters,Female,794.0,Self-Employed
37.0,62831.09,13668.74,Yes,Masters,Male,689.0,Unemployed
57.0,60829.15,11897.54,Yes,Masters,Male,686.0,Employed
,,,No,PhD,Female,726.0,Self-Employed
33.0,79666.99,8909.02,Yes,Bachelors,Female,752.0,Self-Employed
40.0,94950.74,11968.77,Yes,Bachelors,Male,775.0,Self-Employed
38.0,59990.41,8834.71,No,High School,Female,813.0,Employed
31.0,107321.99,15060.67,Yes,Masters,Female,685.0,Employed
,77531.56,13042.17,Yes,Bachelors,Female,710.0,Self-Employed
35.0,75163.49,12272.54,Yes,PhD,Female,620.0,Employed
39.0,83100.36,15079.85,Yes,PhD,Female,660.0,Employed
31.0,89502.16,,No,High School,Male,706.0,Employed
25.0,60908.52,13414.97,Yes,Masters,Male,683.0,Self-Employed
38.0,81096.47,15973.08,Yes,High School,Female,678.0,Self-Employed
55.0,90932.69,19874.02,Yes,PhD,Male,671.0,Employed
39.0,62412.46,18045.61,No,PhD,Male,762.0,Employed
35.0,,21352.44,Yes,Bachelors,Female,648.0,Employed
46.0,54654.84,7832.88,Yes,Masters,Female,795.0,Employed
36.0,60139.04,20232.45,Yes,Masters,Male,665.0,Employed
57.0,63006.18,16493.97,Yes,High School,Male,797.0,Employed
38.0,51916.06,12315.04,No,High School,Male,651.0,Employed
45.0,68741.05,15540.48,Yes,PhD,Male,656.0,Employed
30.0,76616.58,30627.32,Yes,Masters,Female,730.0,Employed
43.0,78559.01,15726.63,Yes,Bachelors,Male,718.0,Employed
41.0,53830.57,15401.66,Yes,Masters,Female,760.0,Employed
37.0,57873.56,19295.31,Yes,High School,Male,672.0,Employed
33.0,87018.34,13905.17,Yes,Bachelors,Female,701.0,Self-Employed
32.0,57825.46,11037.54,Yes,Masters,Male,718.0,Employed
41.0,86483.83,22020.22,Yes,Masters,Male,747.0,Self-Employed
44.0,55350.71,7803.26,Yes,Bachelors,Male,743.0,Employed
37.0,77539.92,15215.88,No,Masters,Female,760.0,Self-Employed
41.0,85047.03,14676.01,Yes,Masters,Female,784.0,Employed
38.0,17006.27,10834.91,No,Bachelors,Male,714.0,Employed
39.0,87369.34,8410.75,No,Bachelors,Female,794.0,Employed
36.0,,14362.56,Yes,High School,Female,712.0,Employed
38.0,63821.71,16831.09,No,Bachelors,Male,726.0,Employed
65.0,76914.77,20237.66,No,High School,Female,738.0,Employed
41.0,53217.55,11142.88,Yes,PhD,Female,723.0,Unemployed
44.0,77269.61,11077.73,Yes,Bachelors,Female,757.0,Employed
42.0,119221.0,22630.64,Yes,Bachelors,Male,1100.0,Employed
35.0,26065.28,12660.73,Yes,Bachelors,Male,646.0,Self-Employed
51.0,59985.77,13330.72,No,Bachelors,Female,636.0,Self-Employed
35.0,85935.09,21094.1,Yes,Bachelors,Male,736.0,Employed
49.0,95231.67,6769.53,Yes,Masters,Male,677.0,Employed
35.0,42351.55,8993.44,Yes,Bachelors,Male,743.0,Employed
28.0,57236.19,21959.85,No,Bachelors,Male,638.0,Employed
42.0,58393.64,11992.34,Yes,Bachelors,Male,716.0,Employed
27.0,56940.08,12330.25,Yes,Bachelors,Male,684.0,Unemployed
43.0,67676.51,12751.01,Yes,Bachelors,Male,744.0,Employed
26.0,41426.18,13398.92,Yes,Masters,Male,662.0,Employed
35.0,64909.49,12703.83,Yes,Masters,Female,747.0,Unemployed
24.0,51277.02,15712.42,Yes,Bachelors,Female,773.0,Employed
66.0,68622.9,21263.85,Yes,Bachelors,Female,743.0,Employed
21.0,55897.4,10982.37,Yes,Masters,Female,735.0,Employed
38.0,66619.27,12044.42,Yes,PhD,Female,768.0,Employed
49.0,49271.25,15160.25,No,PhD,Male,761.0,Employed
48.0,89054.01,,No,Bachelors,Male,627.0,Employed
47.0,63488.07,13522.65,No,Bachelors,Female,774.0,Self-Employed
35.0,70276.56,10504.84,Yes,High School,Female,797.0,Employed
52.0,67083.61,4902.9,Yes,PhD,Male,749.0,Employed
47.0,70144.64,11195.2,Yes,Bachelors,Male,651.0,Self-Employed
40.0,70043.85,10662.13,Yes,Masters,Female,658.0,Self-Employed
40.0,86102.77,9041.94,Yes,High School,Male,608.0,Employed
35.0,64278.66,15351.69,No,Masters,Male,772.0,Self-Employed
29.0,55604.13,13685.1,Yes,High School,Female,785.0,Employed
50.0,70834.31,22130.18,No,Masters,Female,742.0,Self-Employed
51.0,57741.92,16077.12,Yes,Masters,Female,760.0,Employed
29.0,68501.73,20042.77,No,Bachelors,Male,704.0,Employed
36.0,48959.45,14143.89,Yes,Masters,Female,746.0,Employed
37.0,90995.65,10607.79,No,Bachelors,Female,718.0,Employed
38.0,54389.34,18094.41,Yes,Masters,Male,733.0,Unemployed
39.0,93988.07,9355.7,Yes,Masters,Female,732.0,Employed
47.0,68777.49,20787.25,Yes,Bachelors,Male,754.0,Employed
31.0,87123.06,11260.93,Yes,Masters,Female,675.0,Employed
30.0,54653.76,18701.77,No,High School,Male,658.0,Employed
50.0,30663.1,16881.32,Yes,Bachelors,Female,792.0,Self-Employed
33.0,37023.8,10144.64,Yes,Masters,Male,774.0,Unemployed
25.0,120058.05,21052.71,Yes,Bachelors,Female,752.0,Self-Employed
33.0,58041.19,24602.31,Yes,Masters,Female,724.0,Employed
35.0,91923.16,11253.18,No,Bachelors,Female,670.0,Self-Employed
54.0,44044.87,11727.39,No,Masters,Male,743.0,Employed
47.0,73577.09,15343.54,No,Masters,Male,674.0,Self-Employed
49.0,76968.14,19338.31,Yes,Masters,Male,772.0,Employed
46.0,126728.24,21122.3,No,PhD,Female,657.0,Self-Employed
47.0,63642.83,13208.82,Yes,Masters,Female,720.0,Unemployed
31.0,55774.64,15689.26,Yes,PhD,Female,752.0,Employed
36.0,77018.67,13240.7,Yes,Masters,Female,741.0,Employed
28.0,51504.75,12935.32,Yes,Masters,Male,768.0,Self-Employed
36.0,78191.54,12341.9,No,Masters,Female,673.0,Unemployed
45.0,68930.23,8182.31,No,Bachelors,Female,750.0,Employed
39.0,54923.65,19315.84,Yes,PhD,Male,704.0,Employed
51.0,79887.68,15509.82,Yes,Bachelors,Male,727.0,Employed
27.0,72166.43,22629.21,No,PhD,Female,627.0,Employed
,85206.41,19121.53,Yes,Masters,Male,773.0,Employed
26.0,103049.07,12999.1,Yes,High School,Female,,Employed
39.0,,9293.77,Yes,Masters,Male,736.0,Self-Employed
45.0,61769.84,24336.91,No,Bachelors,Female,787.0,Employed
36.0,43087.05,6507.29,Yes,Bachelors,Female,830.0,Self-Employed
44.0,80420.61,13290.58,Yes,High School,Female,759.0,Employed
28.0,57104.97,13368.62,Yes,High School,Female,748.0,Employed
21.0,76910.56,11764.59,Yes,High School,Male,763.0,Employed
44.0,93309.46,10743.25,Yes,Masters,Female,696.0,Employed
55.0,56312.03,8893.71,Yes,Masters,Female,720.0,Employed
28.0,60514.34,11372.13,Yes,Bachelors,Male,763.0,Self-Employed
50.0,90290.25,14744.01,Yes,Bachelors,Male,709.0,Employed
38.0,84148.46,16528.47,Yes,Bachelors,Male,626.0,Employed
,82029.67,12375.19,Yes,Masters,Male,782.0,Self-Employed
27.0,62172.26,12349.07,No,High School,Male,756.0,Employed
38.0,41278.61,9787.95,No,Bachelors,Male,662.0,Employed
34.0,55763.32,15837.72,Yes,Bachelors,Female,662.0,Employed
25.0,49810.39,15240.54,No,Masters,Male,736.0,Employed
21.0,,16897.68,Yes,Bachelors,Male,900.0,Employed
30.0,75690.43,12293.9,Yes,Masters,Male,723.0,Employed
40.0,58027.66,10446.43,Yes,Masters,Male,692.0,Self-Employed
38.0,61442.49,14902.25,No,High School,Male,630.0,Employed
33.0,79512.99,17602.84,Yes,Bachelors,Female,738.0,Self-Employed
40.0,63613.38,10564.56,No,Bachelors,Male,754.0,Employed
48.0,58377.07,11862.09,Yes,High School,Female,703.0,Employed
42.0,109571.82,,No,Bachelors,Male,712.0,Employed
37.0,59007.52,9141.08,Yes,Masters,Male,705.0,Employed
47.0,83372.79,12266.52,Yes,High School,Male,,Employed
28.0,77851.51,10793.42,Yes,Masters,Male,672.0,Self-Employed
36.0,39534.88,19002.08,Yes,Bachelors,Male,582.0,Employed
36.0,56420.12,15149.8,Yes,High School,Male,666.0,Employed
26.0,86382.43,21325.7,Yes,Masters,Female,740.0,Employed
34.0,67370.34,21376.18,Yes,Bachelors,Female,673.0,Employed
17.0,40701.21,15075.94,Yes,High School,Female,741.0,Self-Employed
57.0,77889.76,4980.9,Yes,Bachelors,Male,634.0,Employed
29.0,58353.91,16991.92,Yes,Bachelors,Male,739.0,Employed
54.0,78717.84,20720.89,Yes,Masters,Female,689.0,Self-Employed
38.0,123755.49,18162.29,No,Bachelors,Female,687.0,Employed
44.0,77648.78,16743.75,Yes,High School,Male,785.0,Employed
33.0,82243.46,,Yes,High School,Male,603.0,Employed
40.0,64920.11,9109.89,Yes,Bachelors,Female,748.0,Employed
45.0,47608.25,18127.83,Yes,Masters,Male,759.0,Employed
45.0,90478.5,14023.68,Yes,Masters,Male,,Employed
46.0,57883.21,16560.96,Yes,High School,Female,649.0,Employed
34.0,65416.37,12064.54,Yes,High School,Female,723.0,Employed
33.0,105869.51,24996.85,Yes,PhD,Female,697.0,Self-Employed
22.0,63245.84,16195.21,Yes,High School,Male,772.0,Employed
43.0,94306.56,13100.92,Yes,PhD,Male,763.0,Unemployed
49.0,77749.56,9318.3,No,Bachelors,Male,,Employed
54.0,58938.18,8006.54,No,High School,Male,667.0,Employed
41.0,76828.15,18103.36,Yes,High School,Female,714.0,Employed
30.0,55671.57,12088.77,Yes,Masters,Female,727.0,Employed
21.0,88094.5,12750.42,Yes,Masters,Female,713.0,Self-Employed
48.0,94941.88,12285.81,No,Bachelors,Female,708.0,Employed
20.0,70980.14,9539.67,No,Bachelors,Male,690.0,Unemployed
35.0,96849.53,13549.04,Yes,Masters,Female,657.0,Self-Employed
36.0,73201.47,15281.95,Yes,Bachelors,Male,708.0,Employed
37.0,88290.26,9966.97,Yes,Masters,Male,727.0,Employed
38.0,129023.93,16659.64,Yes,High School,Female,724.0,Employed
39.0,119502.31,8882.47,Yes,Bachelors,Female,718.0,Employed
14.0,66348.96,12795.04,Yes,Bachelors,Female,625.0,Employed
38.0,75870.1,16823.04,Yes,PhD,Female,680.0,Self-Employed
16.0,48920.88,14931.7,Yes,Bachelors,Female,780.0,Employed
45.0,85972.91,6793.69,Yes,Bachelors,Male,755.0,Unemployed
32.0,77784.34,1068.71,Yes,PhD,Female,712.0,Employed
16.0,54519.62,17834.87,Yes,PhD,Female,724.0,Employed
30.0,,18451.09,Yes,Bachelors,Female,664.0,Employed
32.0,64687.81,17186.86,Yes,Masters,Male,666.0,Employed
50.0,59581.84,13863.75,Yes,Bachelors,Female,685.0,Employed
40.0,77989.93,13759.86,Yes,Masters,Female,704.0,Self-Employed
41.0,60698.55,,No,Bachelors,Male,693.0,Self-Employed
50.0,,17926.09,Yes,Bachelors,Male,727.0,Self-Employed
37.0,104925.01,14332.64,Yes,Masters,Male,723.0,Employed
46.0,57706.3,16869.86,Yes,PhD,Male,730.0,Unemployed
45.0,83508.19,21571.31,No,Masters,Female,624.0,Employed
25.0,58330.02,,No,Bachelors,Female,848.0,Employed
53.0,50536.17,14073.19,Yes,Masters,Male,735.0,Employed
24.0,68369.02,10708.05,Yes,Bachelors,Male,702.0,Employed
47.0,123688.54,13032.53,Yes,Bachelors,Female,,Employed
23.0,85632.51,14493.93,No,Bachelors,Male,720.0,Self-Employed
,79241.05,10601.83,Yes,Bachelors,Male,696.0,Employed
57.0,59508.96,6879.67,No,Bachelors,Female,682.0,Employed
36.0,62308.34,8467.35,Yes,Bachelors,Female,716.0,Employed
35.0,40330.46,17217.77,Yes,PhD,Male,763.0,Employed
44.0,105900.72,11658.37,Yes,Bachelors,Male,715.0,Self-Employed
35.0,75378.22,13906.43,No,Masters,Male,729.0,Employed
56.0,73638.98,15247.31,Yes,High School,Female,769.0,Employed
40.0,74076.95,19536.25,Yes,PhD,Male,761.0,Self-Employed
35.0,111802.99,13580.92,No,High School,Female,805.0,Self-Employed
33.0,75990.01,16232.12,No,Masters,Female,644.0,Employed
29.0,66149.34,9339.67,Yes,Masters,Male,674.0,Unemployed
,105982.23,14195.76,Yes,PhD,Male,677.0,Employed
34.0,67406.9,10111.87,Yes,High School,Female,632.0,Employed
33.0,36168.32,14293.97,Yes,Bachelors,Male,681.0,Employed
31.0,39459.87,15637.84,Yes,High School,Male,753.0,Self-Employed
59.0,66165.8,13829.16,Yes,High School,Male,789.0,Employed
28.0,75832.77,12884.07,Yes,Bachelors,Female,739.0,Employed
39.0,86438.91,16345.71,Yes,Bachelors,Female,814.0,Self-Employed
44.0,51633.96,12983.9,No,High School,Male,679.0,Self-Employed
44.0,65494.83,12929.49,Yes,Bachelors,Female,1100.0,Employed
37.0,53807.0,9735.63,No,Masters,Male,753.0,Employed
36.0,92274.28,17529.08,No,Bachelors,Female,730.0,Self-Employed
43.0,95648.39,14788.57,Yes,Masters,Female,715.0,Employed
41.0,109165.24,12601.92,Yes,Bachelors,Male,706.0,Unemployed
35.0,77030.7,9806.53,Yes,Bachelors,Female,762.0,Employed
22.0,107305.92,26684.36,No,High School,Female,744.0,Self-Employed
33.0,56141.95,-82.89,Yes,High School,Female,,Employed
27.0,74318.84,11208.43,No,Bachelors,Male,747.0,Employed
31.0,48783.62,12588.3,Yes,High School,Female,717.0,Employed
38.0,81466.68,19602.72,Yes,Masters,Male,760.0,Self-Employed
42.0,75694.87,13427.24,No,Bachelors,Female,686.0,Employed
56.0,20923.06,15909.77,Yes,Bachelors,Male,726.0,Employed
33.0,92192.14,12794.04,No,Bachelors,Female,718.0,Employed
46.0,87107.0,,No,Bachelors,Female,710.0,Employed
41.0,58887.17,16976.75,Yes,High School,Female,724.0,Employed
51.0,75624.36,11748.29,Yes,High School,Female,691.0,Employed
44.0,40125.17,18518.64,Yes,High School,Female,848.0,Self-Employed
28.0,54595.59,13762.95,Yes,High School,Female,779.0,Employed
21.0,103381.59,24133.31,Yes,Masters,Male,779.0,Employed
41.0,46913.07,21757.37,Yes,Bachelors,Male,752.0,Employed
33.0,70190.93,16471.95,Yes,High School,Female,768.0,Employed
28.0,42072.78,,Yes,Masters,Male,767.0,Employed
25.0,76758.9,11825.03,No,Masters,Female,707.0,Employed
40.0,81254.9,19410.44,Yes,High School,Female,706.0,Employed
53.0,84482.6,22259.38,No,Bachelors,Female,681.0,Unemployed
34.0,79359.68,13541.42,Yes,High School,Female,756.0,Employed
44.0,98536.71,17246.02,Yes,Bachelors,Male,635.0,Employed
37.0,58919.43,17527.22,Yes,Bachelors,Female,740.0,Employed
25.0,48834.51,19450.18,Yes,PhD,Female,704.0,Employed
45.0,58256.55,11107.36,No,High School,Female,638.0,Employed
27.0,43075.38,17219.78,Yes,Bachelors,Male,734.0,Employed
,71575.59,26219.5,Yes,High School,Female,706.0,Employed
35.0,67207.57,15479.65,Yes,PhD,Male,740.0,Employed
47.0,79550.75,17268.19,Yes,Masters,Female,694.0,Employed
27.0,37675.17,16893.96,Yes,High School,Male,648.0,Employed
42.0,69739.75,17767.61,Yes,Bachelors,Male,712.0,Employed
30.0,94289.62,9212.77,No,Bachelors,Female,677.0,Self-Employed
33.0,81444.59,25238.28,Yes,PhD,Female,627.0,Employed
2.0,32089.28,15499.9,Yes,Masters,Male,762.0,Employed
59.0,69765.82,17723.13,Yes,Bachelors,Female,690.0,Employed
44.0,55344.5,15440.43,No,Masters,Male,713.0,Unemployed
30.0,70257.24,19716.73,Yes,Masters,Male,610.0,Employed
27.0,62386.94,12490.77,Yes,Bachelors,Female,699.0,Unemployed
33.0,104785.93,8464.16,Yes,Bachelors,Female,755.0,Employed
45.0,71714.26,14412.49,Yes,Bachelors,Female,618.0,Unemployed
19.0,76335.17,17396.51,Yes,Bachelors,Female,713.0,Employed
37.0,69118.73,13266.9,Yes,Masters,Male,684.0,Self-Employed
56.0,79489.01,11642.95,No,Bachelors,Female,,Self-Employed
27.0,65662.29,16742.25,Yes,Masters,Female,696.0,Employed
39.0,85470.36,10362.17,Yes,Masters,Male,743.0,Self-Employed
60.0,62161.49,19896.79,No,Masters,Male,751.0,Self-Employed
44.0,,13438.46,No,PhD,Female,703.0,Employed
39.0,79928.94,17487.14,Yes,Masters,Female,745.0,Self-Employed
43.0,66948.85,9194.27,No,Bachelors,Male,707.0,Employed
34.0,86841.84,21767.12,No,Bachelors,Female,737.0,Employed
51.0,79860.6,17344.34,No,PhD,Female,673.0,Employed
34.0,86546.3,18068.21,Yes,Bachelors,Male,673.0,Employed
18.0,71714.88,8546.85,Yes,PhD,Male,662.0,Employed
34.0,65176.24,11252.04,No,Bachelors,Male,733.0,Employed
28.0,72705.52,15995.41,Yes,PhD,Male,780.0,Unemployed
35.0,59992.47,9586.28,Yes,Masters,Female,768.0,Self-Employed
35.0,89586.57,11865.19,Yes,Bachelors,Male,708.0,Employed
50.0,99383.74,18775.13,Yes,Bachelors,Female,712.0,Unemployed
45.0,81580.75,11970.7,Yes,Masters,Female,761.0,Employed
41.0,98363.15,16868.94,Yes,Masters,Male,786.0,Employed
38.0,92537.29,10864.71,Yes,PhD,Male,612.0,Self-Employed
27.0,64634.97,18004.23,Yes,Masters,Male,695.0,Unemployed
16.0,86715.85,9395.59,Yes,Masters,Male,728.0,Self-Employed
39.0,44340.68,17969.43,Yes,Bachelors,Female,718.0,Employed
46.0,73721.38,25817.44,No,Masters,Female,716.0,Employed
37.0,46352.91,12325.1,Yes,Masters,Male,815.0,Employed
33.0,67806.88,11693.58,Yes,Bachelors,Male,678.0,Employed
43.0,41206.1,20696.26,No,Masters,Male,689.0,Employed
37.0,91886.08,15323.94,Yes,PhD,Male,,Employed
55.0,62102.32,9151.7,Yes,Masters,Male,641.0,Self-Employed
50.0,88126.45,16696.59,Yes,Bachelors,Male,687.0,Employed
48.0,68489.59,16082.76,Yes,High School,Male,672.0,Employed
46.0,33115.91,11836.93,No,High School,Male,705.0,Employed
25.0,60316.76,11644.23,Yes,Masters,Male,763.0,Employed
45.0,59385.77,19343.21,Yes,Bachelors,Female,686.0,Employed
42.0,69704.45,10059.51,Yes,Masters,Male,762.0,Self-Employed
44.0,100160.7,8146.64,Yes,Bachelors,Female,766.0,Employed
43.0,103472.34,11124.94,Yes,Masters,Male,715.0,Employed
43.0,65375.36,19327.66,Yes,Bachelors,Male,745.0,Employed
65.0,44794.43,13692.61,Yes,Bachelors,Male,762.0,Employed
37.0,55117.82,12178.37,No,Bachelors,Male,702.0,Employed
47.0,79592.18,14657.62,Yes,Bachelors,Female,709.0,Employed
33.0,67835.15,17437.41,Yes,Bachelors,Female,738.0,Employed
46.0,38493.55,22673.59,Yes,Masters,Male,743.0,Employed
47.0,59928.15,16754.65,Yes,Masters,Male,717.0,Employed
42.0,96231.48,24800.09,Yes,Bachelors,Female,758.0,Employed
55.0,75845.12,18656.94,Yes,Bachelors,Female,711.0,Employed
29.0,70945.83,13511.92,Yes,Bachelors,Female,747.0,Employed
33.0,62224.12,19455.26,Yes,Bachelors,Male,739.0,Self-Employed
40.0,60800.85,18184.85,Yes,Masters,Female,689.0,Self-Employed
47.0,80879.21,20810.61,No,Bachelors,Male,789.0,Employed
40.0,72841.21,18684.75,No,Masters,Female,767.0,Self-Employed
51.0,85420.32,15569.65,No,Masters,Male,668.0,Self-Employed
31.0,80932.95,12595.35,Yes,Bachelors,Male,753.0,Employed
27.0,70394.4,15674.34,Yes,Bachelors,Male,704.0,Employed
41.0,77684.2,7589.95,Yes,Masters,Female,759.0,Self-Employed
37.0,58149.35,14185.27,Yes,Masters,Female,774.0,Self-Employed
43.0,69036.63,9101.8,Yes,Bachelors,Female,747.0,Employed
38.0,96819.01,17290.87,No,Bachelors,Male,779.0,Employed
35.0,70214.2,19170.99,Yes,PhD,Female,748.0,Employed
37.0,65656.19,16577.6,No,PhD,Male,699.0,Employed
,74209.69,14187.0,Yes,High School,Male,615.0,Employed
35.0,46688.59,13573.75,Yes,Bachelors,Female,662.0,Self-Employed
36.0,74416.97,,Yes,High School,Male,690.0,Employed
34.0,103920.88,19932.61,No,PhD,Male,744.0,Employed
47.0,53827.71,9693.46,Yes,High School,Male,656.0,Employed
40.0,75341.1,16276.21,Yes,Masters,Female,651.0,Employed
61.0,69530.12,16626.01,Yes,Bachelors,Female,698.0,Employed
40.0,69018.25,13972.68,No,High School,Female,704.0,Self-Employed
32.0,68657.45,8171.45,Yes,Bachelors,Female,724.0,Unemployed
65.0,84286.18,4727.13,Yes,High School,Female,782.0,Employed
42.0,48037.57,15861.23,No,Bachelors,Male,693.0,Self-Employed
48.0,83773.48,6534.27,No,Bachelors,Female,711.0,Employed
44.0,71382.69,12382.3,Yes,Bachelors,Male,763.0,Employed
44.0,34745.55,18422.06,Yes,Bachelors,Female,673.0,Employed
43.0,77596.76,17079.56,No,High School,Male,777.0,Unemployed
27.0,72278.4,12017.07,Yes,Masters,Female,669.0,Employed
42.0,52564.92,19477.38,Yes,High School,Female,697.0,Self-Employed
25.0,73211.43,17630.21,Yes,Bachelors,Female,683.0,Employed
36.0,43674.7,12559.77,No,PhD,Female,797.0,Self-Employed
31.0,56305.92,22605.77,Yes,Bachelors,Male,724.0,Employed
42.0,70739.51,17436.88,Yes,Masters,Male,710.0,Employed
41.0,36287.65,11101.33,No,PhD,Male,659.0,Employed
43.0,46972.3,4735.14,No,Masters,Female,777.0,Self-Employed
41.0,49962.37,16119.49,Yes,Bachelors,Female,760.0,Employed
32.0,71583.45,12475.48,Yes,Bachelors,Male,685.0,Self-Employed
35.0,78826.78,15104.83,Yes,Bachelors,Male,720.0,Employed
47.0,52143.95,13816.48,Yes,Bachelors,Male,739.0,Employed
49.0,51021.38,4009.23,Yes,Masters,Male,736.0,Employed
27.0,72762.24,13539.27,No,PhD,Male,695.0,Self-Employed
23.0,72223.0,9487.31,Yes,Masters,Female,795.0,Self-Employed
31.0,55995.23,12459.2,No,High School,Female,708.0,Self-Employed
48.0,106574.41,12105.04,No,Bachelors,Female,710.0,Employed
50.0,73687.82,15319.47,Yes,Masters,Male,768.0,Employed
29.0,66596.7,16498.87,Yes,Masters,Female,756.0,Employed
41.0,62278.19,17306.77,No,Bachelors,Male,765.0,Employed
56.0,90176.64,3010.64,Yes,Masters,Female,814.0,Employed
42.0,80900.89,22106.19,Yes,Bachelors,Male,686.0,Self-Employed
52.0,35247.11,6840.35,Yes,Masters,Male,727.0,Employed
48.0,56083.78,14932.74,Yes,Bachelors,Female,679.0,Employed
29.0,61064.28,10857.14,Yes,Bachelors,Male,693.0,Employed
36.0,69760.98,16477.63,Yes,High School,Female,680.0,Employed
38.0,82542.7,5852.59,Yes,Bachelors,Male,716.0,Employed
39.0,48596.96,22746.19,Yes,High School,Female,760.0,Employed
47.0,68411.85,13203.46,Yes,Masters,Male,702.0,Employed
42.0,103985.33,17502.69,No,Masters,Male,727.0,Self-Employed
9.0,70581.21,10996.96,Yes,High School,Female,675.0,Unemployed
25.0,56114.09,23304.46,No,Bachelors,Female,683.0,Employed
16.0,43315.76,8139.59,Yes,Masters,Male,651.0,Employed
,60261.96,1845.06,Yes,High School,Male,702.0,Employed
40.0,48425.03,21814.55,Yes,High School,Male,,Employed
41.0,62108.0,9119.09,Yes,Masters,Female,717.0,Employed
28.0,80843.67,14650.48,Yes,High School,Female,682.0,Employed
45.0,70739.18,22791.93,Yes,Masters,Male,736.0,Employed
45.0,60399.7,12973.55,No,Bachelors,Male,709.0,Employed
25.0,34186.34,16301.46,Yes,Bachelors,Female,678.0,Unemployed
23.0,86639.9,19074.85,No,Bachelors,Male,725.0,Employed
38.0,62950.36,15150.26,Yes,Bachelors,Male,723.0,Employed
56.0,72159.73,21505.55,Yes,High School,Male,713.0,Employed
55.0,51765.29,18526.97,Yes,Masters,Male,775.0,Employed
44.0,61820.87,10529.88,Yes,Masters,Female,739.0,Employed
31.0,58401.69,18658.81,Yes,High School,Male,852.0,Employed
47.0,43321.62,,No,High School,Male,698.0,Employed
33.0,51840.71,14852.17,Yes,High School,Female,723.0,Employed
30.0,69705.85,16662.09,Yes,Bachelors,Female,662.0,Employed
17.0,75971.45,19602.73,Yes,Masters,Male,695.0,Employed
39.0,56321.33,10186.61,Yes,Masters,Female,625.0,Self-Employed
32.0,45946.02,21527.32,Yes,Bachelors,Male,744.0,Employed
39.0,62871.24,21219.56,No,Masters,Male,767.0,Employed
15.0,85592.58,11838.13,No,Bachelors,Female,706.0,Employed
40.0,51216.95,23793.16,Yes,PhD,Male,637.0,Employed
14.0,70257.64,14132.98,No,Bachelors,Male,827.0,Unemployed
49.0,56791.21,17836.4,Yes,High School,Male,698.0,Employed
43.0,92570.21,12691.69,No,Bachelors,Male,696.0,Employed
35.0,59867.88,19097.48,Yes,Masters,Female,758.0,Employed
44.0,83240.12,12775.23,Yes,Masters,Male,671.0,Self-Employed
28.0,90301.37,,Yes,Masters,Female,684.0,Employed
39.0,100829.61,1906.34,No,Bachelors,Male,754.0,Self-Employed
46.0,42933.76,12640.84,Yes,High School,Female,785.0,Self-Employed
7.0,,12173.92,Yes,Bachelors,Female,707.0,Unemployed
34.0,93304.39,5543.1,Yes,Masters,Male,649.0,Employed
38.0,90029.68,18842.18,Yes,Bachelors,Male,767.0,Employed
36.0,57661.45,13071.9,No,High School,Female,603.0,Employed
53.0,5260.13,5909.91,Yes,Masters,Female,744.0,Employed
27.0,71617.74,18008.19,No,PhD,Male,653.0,Employed
32.0,39650.04,20447.47,No,Masters,Female,702.0,Self-Employed
19.0,53446.01,14327.68,Yes,Bachelors,Male,735.0,Employed
53.0,73623.85,7451.5,Yes,Bachelors,Male,671.0,Employed
36.0,76312.87,5580.49,No,Masters,Male,697.0,Self-Employed
34.0,101626.29,8877.22,Yes,Masters,Female,698.0,Employed
37.0,62545.27,10851.34,Yes,High School,Female,714.0,Self-Employed
44.0,50473.95,23548.65,Yes,Masters,Female,728.0,Employed
41.0,88345.84,13979.38,No,Masters,Male,720.0,Employed
64.0,77541.41,8636.99,Yes,Bachelors,Male,721.0,Employed
43.0,62737.36,11925.23,No,Masters,Female,774.0,Employed
33.0,70635.21,20353.21,Yes,Bachelors,Male,792.0,Employed
32.0,62439.33,17775.86,No,Bachelors,Male,743.0,Employed
34.0,83840.72,15233.45,Yes,Bachelors,Male,734.0,Self-Employed
23.0,103758.79,14156.93,Yes,Bachelors,Male,643.0,Unemployed
38.0,55490.2,15018.43,Yes,High School,Male,601.0,Unemployed
46.0,78417.83,15779.21,Yes,Masters,Male,703.0,Employed
32.0,39404.87,14028.86,Yes,Bachelors,Female,797.0,Employed
30.0,48548.8,15510.82,Yes,High School,Male,707.0,Employed
53.0,81251.15,13496.74,Yes,Bachelors,Male,756.0,Employed
24.0,68591.98,10721.64,Yes,High School,Male,710.0,Employed
17.0,47816.67,13682.41,Yes,Masters,Male,728.0,Employed
,70175.23,16650.75,No,High School,Male,688.0,Self-Employed
23.0,87578.26,11362.22,Yes,Bachelors,Male,758.0,Self-Employed
42.0,41061.46,17104.93,Yes,High School,Male,721.0,Employed
34.0,104930.73,19148.41,Yes,High School,Female,681.0,Employed
36.0,81460.56,16705.88,Yes,PhD,Female,641.0,Employed
50.0,81859.27,12191.74,Yes,Bachelors,Male,758.0,Employed
31.0,69973.09,15480.06,Yes,Bachelors,Male,739.0,Unemployed
46.0,104942.56,15767.39,Yes,Masters,Female,730.0,Employed
53.0,89246.46,15996.45,Yes,Bachelors,Female,676.0,Employed
33.0,62648.48,22450.06,Yes,PhD,Female,758.0,Employed
45.0,85147.79,9209.69,Yes,Bachelors,Male,684.0,Self-Employed
36.0,55337.19,16034.15,No,Bachelors,Female,765.0,Employed
47.0,64395.03,12999.32,Yes,High School,Female,673.0,Employed
22.0,99332.67,8771.69,No,Masters,Male,658.0,Self-Employed
22.0,77751.67,8710.35,Yes,Masters,Female,719.0,Self-Employed
34.0,83230.47,19386.82,Yes,Masters,Female,753.0,Employed
29.0,93392.5,7979.25,Yes,Masters,Male,759.0,Employed
33.0,80964.46,16493.59,Yes,High School,Female,730.0,Employed
36.0,53776.43,15657.37,Yes,PhD,Female,778.0,Employed
45.0,103225.63,10709.59,Yes,Masters,Male,,Employed
34.0,80322.95,19180.39,No,Masters,Male,725.0,Employed
30.0,81735.94,9092.29,Yes,High School,Female,603.0,Employed
34.0,71117.52,12254.61,Yes,Bachelors,Female,668.0,Self-Employed
30.0,92215.21,9543.72,No,Bachelors,Female,773.0,Employed
29.0,108299.13,18824.3,No,Bachelors,Female,673.0,Unemployed
22.0,62493.14,20917.72,Yes,Bachelors,Male,706.0,Unemployed
39.0,91308.3,16242.93,Yes,PhD,Male,700.0,Employed
32.0,70687.45,27696.31,Yes,Masters,Male,668.0,Employed
48.0,30037.85,17228.67,Yes,Masters,Male,689.0,Employed
24.0,41918.9,18160.98,Yes,Bachelors,Female,718.0,Employed
33.0,78485.83,20032.61,Yes,Bachelors,Male,661.0,Unemployed
56.0,90207.1,11638.32,No,PhD,Male,702.0,Employed
29.0,82181.51,17041.66,Yes,Masters,Female,685.0,Employed
36.0,85381.97,10165.25,Yes,Masters,Female,725.0,Employed
26.0,121792.11,8409.5,No,PhD,Female,764.0,Employed
25.0,80567.67,20461.06,Yes,Bachelors,Female,789.0,Employed
53.0,64701.56,,No,Masters,Female,724.0,Employed
40.0,67467.11,15917.0,Yes,PhD,Female,669.0,Employed
39.0,102700.03,23157.72,Yes,Masters,Female,791.0,Unemployed
21.0,,5944.83,Yes,Bachelors,Male,740.0,Employed
42.0,94759.19,18255.88,No,High School,Female,692.0,Employed
50.0,70323.35,14890.58,Yes,Bachelors,Male,703.0,Employed
49.0,53368.41,14648.16,Yes,Bachelors,Female,687.0,Employed
45.0,40997.02,15297.93,Yes,PhD,Female,756.0,Employed
27.0,99611.87,15087.51,Yes,High School,Female,769.0,Self-Employed
41.0,52852.76,17616.46,No,Bachelors,Female,737.0,Employed
45.0,71247.24,9743.39,No,Masters,Male,775.0,Employed
20.0,50505.0,17510.77,Yes,Masters,Female,717.0,Employed
27.0,109317.2,9362.12,No,High School,Male,838.0,Unemployed
47.0,71963.46,25519.5,Yes,Masters,Female,714.0,Employed
47.0,43072.42,14475.01,Yes,Masters,Male,623.0,Employed
23.0,61423.69,15897.13,Yes,Masters,Male,766.0,Unemployed
46.0,,23853.98,Yes,High School,Female,700.0,Self-Employed
39.0,50463.37,11126.97,Yes,Bachelors,Female,774.0,Self-Employed
46.0,62771.37,14943.77,Yes,Bachelors,Female,735.0,Employed
32.0,93743.05,7949.76,Yes,Bachelors,Male,686.0,Employed
44.0,76845.82,10149.33,Yes,Masters,Female,715.0,Employed
,45610.84,7880.13,Yes,Bachelors,Male,647.0,Employed
34.0,74467.04,18991.03,Yes,Masters,Female,682.0,Employed
38.0,66945.0,17847.48,Yes,High School,Female,736.0,Employed
32.0,71048.3,12814.38,No,Bachelors,Female,758.0,Employed
,88931.15,12466.51,Yes,Masters,Female,760.0,Employed
37.0,74811.71,19853.33,Yes,Masters,Female,689.0,Employed
,68144.35,14974.76,Yes,Masters,Female,773.0,Self-Employed
31.0,67161.8,10663.69,Yes,High School,Female,721.0,Employed
39.0,91536.08,20365.84,No,High School,Female,749.0,Employed
46.0,55593.08,14292.78,Yes,Bachelors,Female,774.0,Employed
25.0,26641.85,18386.42,Yes,Bachelors,Male,732.0,Employed
56.0,65494.1,15358.98,Yes,High School,Male,674.0,Employed
41.0,77565.28,25388.66,Yes,Masters,Female,779.0,Employed
43.0,61672.76,13965.79,No,Bachelors,Male,742.0,Self-Employed
37.0,59493.06,4957.63,Yes,High School,Female,741.0,Employed
38.0,62715.05,13860.8,No,High School,Male,660.0,Unemployed
37.0,69508.89,16331.98,Yes,Bachelors,Male,780.0,Employed
48.0,44034.13,17298.77,Yes,High School,Male,741.0,Employed
38.0,83227.66,19043.77,Yes,High School,Female,652.0,Employed
46.0,16753.29,12095.72,Yes,Masters,Male,709.0,Employed
34.0,80800.14,22819.58,Yes,PhD,Female,716.0,Employed
40.0,76266.0,19824.17,No,Masters,Female,723.0,Employed
,79940.52,15654.7,No,Masters,Female,710.0,Unemployed
50.0,31431.47,11530.05,No,Masters,Male,721.0,Employed
30.0,75856.6,24639.88,No,Bachelors,Female,768.0,Employed
35.0,59149.98,18646.06,No,Bachelors,Male,717.0,Self-Employed
35.0,102043.81,12538.74,Yes,Masters,Female,692.0,Employed
34.0,77234.42,22010.46,Yes,Bachelors,Female,727.0,Employed
45.0,46465.43,16101.48,Yes,Masters,Female,775.0,Unemployed
35.0,36189.87,22546.33,Yes,Masters,Female,757.0,Employed
52.0,57704.58,10784.58,Yes,PhD,Female,604.0,Employed
30.0,86231.23,13997.8,No,Masters,Male,655.0,Employed
40.0,93049.11,21909.9,Yes,High School,Female,630.0,Self-Employed
30.0,73627.95,11655.77,Yes,Bachelors,Male,741.0,Employed
42.0,71600.62,13732.71,Yes,Bachelors,Female,775.0,Employed
38.0,63359.09,1311.43,Yes,Bachelors,Female,717.0,Employed
36.0,69572.89,17061.03,Yes,Masters,Female,726.0,Employed
50.0,94314.48,20770.89,No,Masters,Female,671.0,Employed
31.0,63067.55,10393.52,Yes,Masters,Male,775.0,Unemployed
44.0,83176.02,17237.86,Yes,Bachelors,Female,681.0,Employed
30.0,59431.63,12294.89,Yes,High School,Male,775.0,Self-Employed
39.0,90265.49,7454.22,Yes,High School,Male,690.0,Employed
26.0,81574.46,13373.34,Yes,High School,Male,801.0,Employed
31.0,,12126.76,Yes,PhD,Female,649.0,Employed
37.0,107642.38,15636.96,Yes,Bachelors,Male,667.0,Employed
56.0,18360.28,13470.78,Yes,Bachelors,Female,779.0,Unemployed
39.0,85075.41,21686.59,No,High School,Male,778.0,Employed
55.0,79382.54,12211.55,Yes,Bachelors,Female,706.0,Employed
40.0,78949.96,14353.03,No,Masters,Male,652.0,Employed
34.0,74811.82,16197.69,No,High School,Male,595.0,Employed
53.0,74797.64,,No,High School,Male,790.0,Employed
42.0,76727.33,12322.43,No,High School,Male,741.0,Employed
32.0,88119.9,15256.72,Yes,Masters,Female,728.0,Employed
,86525.92,17623.38,Yes,Bachelors,Male,685.0,Employed
,69500.83,19493.45,Yes,Bachelors,Male,701.0,Employed
18.0,66250.47,4410.58,Yes,Bachelors,Male,763.0,Employed
47.0,70403.07,17533.05,No,Bachelors,Female,664.0,Employed
49.0,61742.48,11627.55,Yes,High School,Female,763.0,Employed
56.0,105604.69,20789.91,Yes,PhD,Male,752.0,Employed
42.0,44584.72,19661.77,No,Masters,Male,799.0,Self-Employed
36.0,84995.8,19627.98,Yes,PhD,Female,,Self-Employed
46.0,84876.81,12081.59,No,Masters,Female,764.0,Employed
46.0,59392.17,8035.44,No,Masters,Female,649.0,Self-Employed
54.0,75921.01,21355.49,Yes,Bachelors,Female,708.0,Employed
38.0,95259.19,20844.6,Yes,Bachelors,Male,715.0,Self-Employed
36.0,63399.49,4981.86,Yes,Bachelors,Male,739.0,Employed
31.0,96238.7,21875.63,No,High School,Female,726.0,Unemployed
43.0,92364.71,16774.38,Yes,Bachelors,Male,770.0,Unemployed
23.0,55802.8,15659.75,Yes,Bachelors,Male,727.0,Employed
46.0,47838.78,10887.86,Yes,Bachelors,Female,676.0,Employed
44.0,73308.64,20071.72,No,Bachelors,Male,669.0,Self-Employed
44.0,45194.03,12700.11,Yes,Bachelors,Female,796.0,Employed
39.0,11905.96,12676.84,Yes,Bachelors,Male,734.0,Employed
53.0,60211.75,4319.29,Yes,High School,Female,726.0,Employed
47.0,113485.05,11280.04,Yes,Bachelors,Male,733.0,Employed
32.0,61056.87,10040.23,Yes,High School,Male,730.0,Employed
32.0,77590.06,4615.52,No,Bachelors,Female,705.0,Self-Employed
29.0,83999.8,22794.34,Yes,High School,Female,750.0,Unemployed
44.0,69176.48,14376.13,Yes,Bachelors,Female,771.0,Employed
28.0,63327.54,7871.52,Yes,Masters,Male,762.0,Employed
49.0,94574.33,10180.96,Yes,High School,Male,718.0,Employed
51.0,70798.33,12095.92,Yes,Masters,Male,667.0,Employed
29.0,68172.28,12018.53,Yes,High School,Female,655.0,Self-Employed
36.0,,19003.01,Yes,Bachelors,Male,768.0,Employed
38.0,49408.75,13653.68,No,Masters,Female,696.0,Employed
47.0,44737.75,15493.04,No,Bachelors,Male,728.0,Employed
54.0,37501.89,13676.3,No,Bachelors,Female,676.0,Self-Employed
21.0,81360.25,20814.42,No,Bachelors,Male,730.0,Self-Employed
35.0,66726.75,21888.22,Yes,High School,Male,776.0,Employed
35.0,86527.16,14331.01,Yes,Bachelors,Male,785.0,Employed
24.0,71018.22,10268.86,Yes,PhD,Male,650.0,Employed
33.0,42580.86,14452.34,Yes,Bachelors,Male,755.0,Employed
42.0,62887.74,-550.01,Yes,Bachelors,Female,675.0,Self-Employed
35.0,87935.92,16567.87,No,High School,Female,808.0,Self-Employed
23.0,64756.6,8205.24,Yes,Bachelors,Female,817.0,Employed
67.0,93736.29,13894.94,Yes,High School,Male,739.0,Employed
41.0,60928.61,17358.08,Yes,Masters,Male,725.0,Employed
39.0,84387.16,12148.54,Yes,High School,Male,711.0,Unemployed
27.0,34348.2,12807.78,Yes,Bachelors,Male,794.0,Employed
41.0,65471.07,16289.93,Yes,Bachelors,Male,728.0,Employed
36.0,62258.63,12209.41,No,Masters,Female,735.0,Unemployed
19.0,42042.6,,Yes,Masters,Male,708.0,Employed
27.0,92238.41,18864.55,Yes,Masters,Female,722.0,Unemployed
46.0,57198.68,,No,High School,Male,746.0,Employed
57.0,55134.43,11848.5,Yes,Bachelors,Male,742.0,Unemployed
42.0,96025.99,17867.35,Yes,Bachelors,Female,765.0,Employed
49.0,,11285.25,Yes,High School,Male,732.0,Self-Employed
36.0,85596.03,14563.69,Yes,Bachelors,Male,713.0,Employed
37.0,35945.89,1821.01,No,Masters,Female,736.0,Employed
49.0,54029.16,20785.97,Yes,PhD,Male,732.0,Employed
55.0,111727.78,23634.33,Yes,Masters,Male,684.0,Unemployed
51.0,,16124.02,No,Masters,Male,615.0,Unemployed
27.0,48533.32,7091.94,Yes,Bachelors,Female,672.0,Self-Employed
37.0,74500.61,13911.63,Yes,Bachelors,Female,658.0,Self-Employed
41.0,50086.99,15355.32,Yes,Masters,Male,764.0,Employed
35.0,97876.71,15080.13,Yes,Bachelors,Male,673.0,Employed
42.0,24605.05,27705.02,Yes,PhD,Male,791.0,Self-Employed
46.0,75505.95,13777.24,No,High School,Male,683.0,Employed
48.0,75205.63,12113.27,Yes,Bachelors,Male,750.0,Self-Employed
55.0,47747.41,15814.91,Yes,Masters,Male,816.0,Employed
35.0,64536.96,14286.22,No,Bachelors,Female,750.0,Employed
24.0,77510.87,11252.73,Yes,Bachelors,Female,817.0,Employed
42.0,34437.49,6191.26,Yes,Bachelors,Male,673.0,Employed
57.0,44408.87,18661.8,Yes,High School,Male,780.0,Employed
33.0,66897.86,10678.94,No,High School,Male,685.0,Employed
45.0,53338.79,9967.76,Yes,Bachelors,Male,769.0,Employed
45.0,60737.4,10944.74,No,Masters,Female,717.0,Self-Employed
40.0,69598.48,7690.43,Yes,High School,Female,732.0,Employed
38.0,51790.81,18280.15,Yes,PhD,Female,719.0,Employed
29.0,,17612.31,Yes,Masters,Female,705.0,Self-Employed
15.0,75959.96,15949.8,Yes,Masters,Female,726.0,Employed
27.0,85577.36,18548.85,Yes,PhD,Male,742.0,Employed
34.0,45083.44,17158.19,No,Masters,Female,645.0,Self-Employed
49.0,57431.92,17938.93,Yes,Bachelors,Male,706.0,Self-Employed
37.0,81770.84,24122.24,No,Bachelors,Male,753.0,Employed
33.0,,19908.84,Yes,Bachelors,Female,728.0,Unemployed
29.0,72123.8,15878.63,No,Bachelors,Female,768.0,Self-Employed
45.0,70561.96,10331.49,No,Bachelors,Male,646.0,Employed
52.0,18263.23,7020.38,Yes,High School,Male,736.0,Employed
49.0,60113.09,6202.76,Yes,Bachelors,Male,758.0,Employed
44.0,76615.64,19731.69,No,PhD,Female,706.0,Employed
23.0,65762.98,12210.45,Yes,High School,Female,701.0,Employed
34.0,60514.34,15396.31,Yes,High School,Female,787.0,Self-Employed
57.0,73123.46,10234.84,Yes,Masters,Male,574.0,Employed
49.0,89777.91,26027.55,Yes,PhD,Male,695.0,Employed
23.0,80751.78,6020.64,No,PhD,Female,,Unemployed
37.0,54882.94,15693.21,No,Bachelors,Female,751.0,Employed
42.0,40820.2,13206.99,Yes,Bachelors,Male,771.0,Self-Employed
30.0,,,Yes,Bachelors,Male,774.0,Unemployed
15.0,46445.23,13396.92,Yes,Bachelors,Female,689.0,Self-Employed
39.0,59439.32,10542.96,No,Bachelors,Female,733.0,Unemployed
30.0,74018.9,9409.54,Yes,Masters,Male,694.0,Employed
30.0,92930.53,25242.2,Yes,Bachelors,Female,,Unemployed
34.0,95716.27,13510.63,No,Bachelors,Male,734.0,Self-Employed
37.0,71213.71,16711.11,Yes,Bachelors,Female,717.0,Employed
38.0,59810.16,7030.14,Yes,Bachelors,Female,730.0,Employed
29.0,45987.17,4415.14,Yes,Bachelors,Male,767.0,Employed
36.0,,11616.78,Yes,Bachelors,Female,736.0,Employed
20.0,64202.28,19365.37,No,Bachelors,Male,705.0,Employed
41.0,83556.57,15141.59,Yes,Bachelors,Female,710.0,Employed
9.0,73935.6,,No,Masters,Male,,Employed
35.0,60087.96,17149.07,Yes,Bachelors,Male,669.0,Employed
47.0,59240.88,12248.33,Yes,Bachelors,Female,768.0,Employed
27.0,42337.5,21883.09,Yes,Bachelors,Male,,Employed
45.0,92448.51,22087.78,No,High School,Male,724.0,Employed
50.0,67589.39,12113.71,Yes,Bachelors,Male,,Employed
5.0,98591.47,11116.45,Yes,Bachelors,Female,863.0,Employed
36.0,61024.65,14633.75,No,Masters,Male,604.0,Employed
9.0,64039.59,17133.37,Yes,Bachelors,Male,704.0,Employed
,47334.72,13631.0,Yes,PhD,Female,686.0,Employed
38.0,63771.19,20229.92,Yes,Masters,Male,762.0,Employed
13.0,45197.62,16327.63,No,Bachelors,Female,783.0,Employed
57.0,78053.23,20441.39,Yes,Bachelors,Female,715.0,Employed
41.0,72156.18,9388.88,Yes,Masters,Male,587.0,Employed
30.0,99497.52,12036.88,Yes,Masters,Male,816.0,Employed
53.0,40844.88,17665.81,No,PhD,Male,770.0,Self-Employed
20.0,94320.04,15264.58,No,Masters,Male,811.0,Employed
26.0,50431.12,14061.74,Yes,Masters,Female,712.0,Employed
15.0,76884.63,12404.4,Yes,Masters,Male,737.0,Employed
56.0,47091.23,15433.67,Yes,Bachelors,Male,693.0,Unemployed
41.0,,22141.23,Yes,Bachelors,Female,613.0,Employed
45.0,19788.07,4954.42,Yes,Masters,Female,699.0,Unemployed
41.0,56588.37,14240.14,No,Masters,Male,675.0,Employed
44.0,72121.98,14457.73,Yes,Masters,Female,715.0,Self-Employed
39.0,105108.93,9562.8,No,Bachelors,Female,641.0,Unemployed
41.0,27439.71,14220.04,Yes,Bachelors,Male,752.0,Self-Employed
39.0,69954.44,6802.85,Yes,Masters,Female,737.0,Employed
32.0,59625.11,12079.1,Yes,Masters,Male,614.0,Employed
38.0,31678.95,13657.59,Yes,Bachelors,Female,598.0,Employed
41.0,47503.43,14974.03,No,Bachelors,Female,677.0,Employed
39.0,60577.79,24375.83,No,Bachelors,Male,761.0,Employed
23.0,79341.54,10919.17,Yes,Bachelors,Male,827.0,Employed
25.0,71757.97,8377.19,Yes,Masters,Female,668.0,Unemployed
49.0,43750.32,19960.61,Yes,Masters,Female,692.0,Unemployed
35.0,33319.3,-7314.84,Yes,Bachelors,Male,656.0,Employed
44.0,78352.98,11904.75,Yes,PhD,Female,709.0,Employed
27.0,66094.65,13371.65,Yes,Masters,Female,710.0,Employed
23.0,102228.49,10293.98,Yes,Masters,Male,769.0,Employed
30.0,62948.88,14525.55,No,High School,Female,646.0,Self-Employed
36.0,92864.62,11757.42,Yes,Masters,Female,770.0,Employed
31.0,80876.76,6292.73,Yes,Bachelors,Male,758.0,Employed
51.0,86432.14,18090.49,No,Masters,Male,691.0,Employed
40.0,,18284.12,No,High School,Female,682.0,Employed
56.0,79086.64,10062.78,Yes,Bachelors,Male,708.0,Employed
42.0,24162.85,12294.01,Yes,Masters,Male,682.0,Unemployed
14.0,65261.75,24280.26,Yes,Bachelors,Female,702.0,Employed
49.0,56727.63,17242.31,Yes,PhD,Male,628.0,Employed
23.0,95413.08,15001.0,Yes,Masters,Female,704.0,Employed
40.0,49966.51,23087.28,No,Masters,Female,700.0,Employed
30.0,64394.39,6891.74,Yes,High School,Male,728.0,Employed
59.0,86017.31,4835.45,Yes,Bachelors,Male,783.0,Self-Employed
52.0,76019.31,15834.53,Yes,Bachelors,Male,711.0,Employed
31.0,73346.15,19200.5,No,Bachelors,Female,671.0,Employed
37.0,92183.93,6446.51,No,Masters,Male,633.0,Self-Employed
40.0,75201.66,8502.0,Yes,Bachelors,Male,748.0,Self-Employed
47.0,59101.31,18965.33,Yes,PhD,Female,731.0,Employed
38.0,44074.61,9238.6,Yes,High School,Male,715.0,Unemployed
28.0,79734.03,13719.09,No,Masters,Male,728.0,Employed
31.0,54597.91,16049.45,Yes,High School,Male,762.0,Employed
38.0,65177.23,19774.3,Yes,Masters,Male,735.0,Employed
50.0,91567.14,13467.82,Yes,Masters,Female,736.0,Employed
42.0,65574.53,17461.99,Yes,Masters,Male,791.0,Employed
30.0,61115.32,8802.36,Yes,Bachelors,Female,,Employed
44.0,64407.7,17944.36,No,Bachelors,Female,686.0,Self-Employed
34.0,64947.49,10456.21,No,High School,Female,,Employed
47.0,,8096.74,No,High School,Male,692.0,Employed
63.0,103547.16,25325.97,Yes,High School,Male,659.0,Employed
34.0,59013.62,24149.97,No,Masters,Male,741.0,Employed
46.0,85687.75,15740.64,Yes,High School,Female,752.0,Employed
31.0,49630.82,22735.62,Yes,Bachelors,Male,680.0,Employed
37.0,80990.53,13371.23,No,Bachelors,Male,762.0,Employed
38.0,73387.11,14319.9,Yes,Bachelors,Male,720.0,Self-Employed
36.0,,14117.32,No,Masters,Female,697.0,Employed
63.0,73498.73,10433.05,Yes,Bachelors,Female,722.0,Employed
35.0,78319.19,3279.4,Yes,Bachelors,Female,689.0,Self-Employed
44.0,65461.95,13453.52,No,Bachelors,Male,719.0,Employed
19.0,66459.49,21512.04,Yes,Masters,Male,804.0,Self-Employed
42.0,81548.73,16379.1,Yes,Bachelors,Female,703.0,Self-Employed
49.0,47160.91,19072.65,Yes,Masters,Female,701.0,Employed
33.0,44074.02,16965.49,Yes,High School,Female,677.0,Employed
13.0,73578.92,10767.2,Yes,High School,Female,698.0,Employed
38.0,29804.49,16241.13,Yes,Masters,Male,657.0,Unemployed
38.0,36343.21,13338.38,Yes,Bachelors,Female,697.0,Employed
45.0,106104.93,9687.28,No,High School,Female,685.0,Employed
58.0,100987.92,19597.81,No,Masters,Male,708.0,Employed
34.0,58584.75,8473.58,Yes,Bachelors,Female,668.0,Self-Employed
29.0,89983.58,11704.93,Yes,High School,Male,844.0,Self-Employed
26.0,90676.0,26084.89,No,Bachelors,Male,680.0,Self-Employed
40.0,79421.82,18507.49,Yes,Masters,Male,700.0,Employed
43.0,68421.49,16225.29,Yes,PhD,Male,733.0,Employed
33.0,82528.96,4132.68,Yes,Bachelors,Female,740.0,Employed
46.0,85959.77,14410.45,Yes,Masters,Male,757.0,Employed
43.0,82842.18,9177.3,Yes,Bachelors,Male,707.0,Employed
38.0,39013.31,14610.15,No,Masters,Female,677.0,Self-Employed
29.0,110661.35,14048.23,Yes,Bachelors,Male,794.0,Self-Employed
33.0,118066.55,,Yes,Masters,Male,,Employed
14.0,31816.11,20862.26,Yes,Bachelors,Male,709.0,Self-Employed
40.0,80219.34,19774.35,Yes,Masters,Male,723.0,Self-Employed
38.0,110914.45,9370.18,No,High School,Male,751.0,Employed
40.0,90045.64,22870.36,No,Bachelors,Male,742.0,Employed
43.0,90258.66,9251.84,Yes,Bachelors,Female,691.0,Employed
42.0,41229.64,23321.19,Yes,Masters,Male,730.0,Unemployed
37.0,85821.9,13945.53,No,Masters,Female,642.0,Employed
38.0,74783.93,12997.56,No,High School,Male,830.0,Employed
24.0,85597.03,22445.11,Yes,High School,Female,680.0,Employed
32.0,49289.46,14179.19,Yes,Masters,Male,765.0,Employed
39.0,48570.18,20488.0,Yes,PhD,Female,671.0,Employed
31.0,67148.83,8494.4,No,High School,Male,752.0,Employed
47.0,62416.27,15142.46,No,Bachelors,Male,669.0,Unemployed
31.0,66851.26,17372.7,Yes,Bachelors,Female,765.0,Employed
40.0,60409.37,20982.0,No,Bachelors,Female,,Self-Employed
39.0,65979.66,18562.31,Yes,Masters,Male,724.0,Self-Employed
45.0,56678.04,15224.64,Yes,Masters,Female,748.0,Unemployed
47.0,69034.48,17368.16,No,Masters,Female,769.0,Employed
45.0,41528.73,11361.28,Yes,Bachelors,Female,691.0,Employed
17.0,80282.11,18020.33,No,Bachelors,Female,767.0,Employed
50.0,75210.87,17388.37,No,Bachelors,Male,697.0,Employed
53.0,44763.43,11111.98,Yes,Bachelors,Male,828.0,Employed
33.0,96527.17,15615.06,No,Bachelors,Female,659.0,Employed
40.0,53463.01,18855.92,Yes,High School,Female,728.0,Employed
29.0,93779.02,27219.23,Yes,Masters,Female,669.0,Employed
19.0,76588.49,20927.57,No,High School,Male,780.0,Employed
31.0,90011.26,16125.04,No,Bachelors,Male,845.0,Employed
33.0,73523.79,16423.09,Yes,PhD,Male,734.0,Employed
34.0,81336.76,14273.51,Yes,Masters,Male,817.0,Self-Employed
28.0,89792.08,15556.96,Yes,Bachelors,Female,762.0,Employed
31.0,108143.8,18881.53,Yes,High School,Female,804.0,Self-Employed
38.0,91492.51,18757.76,No,High School,Female,761.0,Employed
30.0,78964.57,14573.95,Yes,Bachelors,Male,808.0,Employed
43.0,,9503.27,No,Bachelors,Male,801.0,Employed
45.0,21683.31,13929.83,Yes,Bachelors,Male,696.0,Employed
,67391.79,10821.06,Yes,Bachelors,Male,697.0,Unemployed
49.0,55710.37,8922.09,Yes,High School,Male,710.0,Employed
40.0,56445.52,18042.29,Yes,Masters,Male,689.0,Unemployed
32.0,68351.36,16727.39,Yes,Masters,Female,748.0,Employed
41.0,83255.88,10405.66,No,Masters,Female,794.0,Employed
41.0,,,Yes,High School,Male,746.0,Employed
33.0,87903.84,16533.84,Yes,High School,Male,704.0,Employed
46.0,70669.87,16287.89,No,Bachelors,Female,732.0,Employed
24.0,70752.25,17196.49,Yes,High School,Male,622.0,Employed
36.0,107499.93,11188.93,Yes,Bachelors,Male,663.0,Employed
44.0,73562.19,16790.18,No,PhD,Female,705.0,Unemployed
35.0,,14761.72,No,PhD,Male,746.0,Self-Employed
36.0,80478.04,18859.4,Yes,High School,Male,708.0,Employed
37.0,105942.9,20374.2,Yes,Masters,Female,730.0,Self-Employed
30.0,69065.13,30146.15,No,Masters,Female,708.0,Employed
50.0,78795.16,21548.19,Yes,Masters,Male,,Employed
28.0,67834.28,15630.12,Yes,Bachelors,Male,663.0,Self-Employed
41.0,67939.19,14811.05,Yes,Bachelors,Male,742.0,Unemployed
42.0,60198.15,10320.28,Yes,Bachelors,Male,697.0,Employed
29.0,58798.32,10444.2,No,High School,Female,727.0,Self-Employed
,103921.16,16357.76,Yes,Bachelors,Male,688.0,Employed
29.0,58923.34,16512.78,No,Masters,Male,749.0,Employed
52.0,39187.18,28381.76,Yes,Bachelors,Female,726.0,Employed
27.0,72508.14,11361.47,Yes,Bachelors,Female,734.0,Employed
31.0,90356.35,10841.74,Yes,Masters,Female,682.0,Employed
26.0,94850.32,16250.45,Yes,Bachelors,Male,679.0,Employed
24.0,46110.7,12481.07,Yes,Masters,Male,736.0,Self-Employed
54.0,92255.13,16946.25,Yes,Masters,Female,649.0,Self-Employed
43.0,111178.78,12631.42,Yes,Bachelors,Male,,Employed
39.0,56316.91,13573.05,Yes,Bachelors,Female,714.0,Employed
31.0,66518.69,17147.78,Yes,High School,Male,671.0,Self-Employed
47.0,45368.89,12165.33,Yes,Bachelors,Female,645.0,Employed
30.0,107073.99,13197.42,No,Bachelors,Male,771.0,Self-Employed
46.0,40152.27,17643.15,No,High School,Female,608.0,Self-Employed
,62004.24,15232.75,Yes,Masters,Male,744.0,Employed
32.0,85693.77,11801.28,Yes,Masters,Female,727.0,Unemployed
46.0,56319.74,12590.27,Yes,Bachelors,Male,752.0,Unemployed
47.0,50217.68,20212.05,No,Bachelors,Male,666.0,Employed
44.0,68955.18,16551.6,Yes,Bachelors,Female,,Self-Employed
28.0,117803.12,13192.51,Yes,Masters,Male,736.0,Unemployed
34.0,64879.99,19329.38,Yes,Masters,Female,723.0,Employed
40.0,,17180.92,Yes,Masters,Male,764.0,Employed
30.0,47688.81,21774.32,No,Bachelors,Male,718.0,Self-Employed
52.0,77701.91,19429.02,No,High School,Female,790.0,Employed
14.0,87674.47,20832.37,Yes,Bachelors,Female,727.0,Self-Employed
30.0,57873.92,13298.99,Yes,Bachelors,Male,801.0,Self-Employed
33.0,80714.63,10555.55,Yes,High School,Female,806.0,Unemployed
10.0,58029.44,18859.2,Yes,PhD,Male,808.0,Employed
24.0,32125.57,18906.6,Yes,High School,Male,,Employed
,79147.29,14476.55,No,Bachelors,Female,781.0,Employed
38.0,111487.66,9782.82,Yes,Masters,Female,719.0,Self-Employed
54.0,46082.07,16534.77,No,Bachelors,Male,,Employed
53.0,73587.6,16942.22,Yes,High School,Male,761.0,Employed
42.0,96195.1,8211.3,Yes,Masters,Female,702.0,Employed
41.0,67960.28,16871.37,No,Bachelors,Female,637.0,Employed
39.0,41463.32,20753.21,Yes,Masters,Female,721.0,Employed
11.0,70899.16,8430.73,Yes,High School,Female,815.0,Self-Employed
24.0,99807.2,17645.86,Yes,High School,Female,703.0,Employed
39.0,59869.31,21551.74,Yes,Bachelors,Male,716.0,Employed
44.0,74644.86,21864.27,Yes,High School,Male,740.0,Employed
41.0,48929.45,5628.0,No,High School,Male,702.0,Employed
29.0,68010.54,20438.19,Yes,Bachelors,Male,710.0,Employed
47.0,77733.83,13432.25,Yes,High School,Male,726.0,Employed
53.0,72517.06,12851.87,Yes,Masters,Male,699.0,Employed
47.0,,27561.77,No,Masters,Female,786.0,Self-Employed
48.0,78859.85,16099.5,No,PhD,Female,826.0,Employed
,83389.95,13085.9,No,Masters,Male,743.0,Employed
49.0,84711.98,18996.11,Yes,Masters,Male,696.0,Employed
39.0,64141.43,23428.26,Yes,Bachelors,Male,745.0,Employed
43.0,57579.82,15866.56,Yes,Masters,Female,663.0,Employed
42.0,109262.38,12331.64,Yes,Bachelors,Female,651.0,Employed
37.0,72752.48,15456.19,Yes,Bachelors,Female,716.0,Self-Employed
29.0,64850.25,20454.29,Yes,PhD,Male,783.0,Employed
37.0,40458.36,13445.5,No,Masters,Female,,Employed
48.0,51350.39,20459.07,Yes,Masters,Male,740.0,Employed
34.0,57153.64,14297.96,Yes,PhD,Female,755.0,Self-Employed
47.0,78788.27,5726.92,Yes,Bachelors,Female,732.0,Employed
45.0,62875.45,22599.57,Yes,PhD,Female,715.0,Employed
35.0,70303.95,16676.48,Yes,High School,Female,660.0,Employed
52.0,41335.0,20269.9,Yes,Masters,Male,780.0,Unemployed
34.0,98088.58,16511.53,Yes,Masters,Male,699.0,Employed
53.0,55250.2,15185.96,No,High School,Female,761.0,Self-Employed
42.0,74702.45,18684.46,Yes,High School,Male,718.0,Self-Employed
38.0,59388.8,14230.16,Yes,High School,Female,672.0,Employed
29.0,63637.36,24066.88,Yes,Bachelors,Female,679.0,Employed
37.0,54119.09,14847.8,Yes,Masters,Female,691.0,Employed
,75926.06,24093.67,No,Bachelors,Male,726.0,Employed
25.0,50393.16,18023.24,No,Bachelors,Male,779.0,Employed
36.0,76285.09,3094.2,Yes,Bachelors,Male,755.0,Employed
30.0,67623.49,10050.5,Yes,High School,Female,680.0,Employed
44.0,82600.4,19248.31,Yes,Bachelors,Male,654.0,Employed
51.0,84573.63,10407.54,Yes,Bachelors,Female,754.0,Employed
26.0,63648.39,8218.13,Yes,Masters,Male,817.0,Employed
55.0,77320.63,21420.54,No,High School,Male,768.0,Employed
37.0,61034.36,7058.9,No,High School,Male,822.0,Employed
28.0,96321.56,18889.82,No,Masters,Female,695.0,Self-Employed
46.0,62820.4,13183.54,Yes,Bachelors,Female,720.0,Unemployed
34.0,65964.46,18511.53,No,Bachelors,Male,786.0,Employed
37.0,60623.81,16332.95,Yes,Bachelors,Female,638.0,Employed
34.0,55338.47,4634.03,No,High School,Female,739.0,Self-Employed
30.0,110673.96,13425.29,No,Masters,Female,736.0,Employed
45.0,79728.23,13779.14,No,Masters,Female,790.0,Employed
35.0,71361.74,17045.36,Yes,Bachelors,Male,672.0,Self-Employed
24.0,60475.58,16592.59,No,Bachelors,Female,709.0,Employed
44.0,92262.24,13774.18,No,High School,Male,686.0,Employed
26.0,59087.19,9329.38,No,Masters,Male,715.0,Employed
26.0,72415.58,17405.56,Yes,Bachelors,Female,659.0,Unemployed
50.0,114059.03,19355.79,Yes,Bachelors,Male,746.0,Employed
26.0,50854.94,16654.14,No,High School,Female,728.0,Employed
15.0,80791.49,13902.69,No,Bachelors,Male,706.0,Employed
44.0,75770.9,13147.8,Yes,High School,Male,734.0,Employed
35.0,80563.19,10411.34,Yes,Bachelors,Male,742.0,Employed
36.0,64301.93,16242.02,Yes,Bachelors,Female,794.0,Employed
35.0,58154.88,15958.53,Yes,Bachelors,Male,715.0,Self-Employed
40.0,74529.86,19181.05,No,High School,Female,787.0,Employed
30.0,60879.41,11885.41,Yes,PhD,Female,679.0,Employed
53.0,23367.24,15596.02,Yes,Bachelors,Male,689.0,Employed
23.0,53510.68,8419.5,No,High School,Female,800.0,Self-Employed
42.0,63666.66,13302.7,Yes,PhD,Male,781.0,Employed
44.0,48443.02,12191.21,Yes,PhD,Female,635.0,Employed
30.0,73019.74,20288.18,Yes,Bachelors,Male,611.0,Employed
28.0,54848.08,23531.8,No,Bachelors,Female,795.0,Self-Employed
48.0,69131.22,9118.24,Yes,High School,Female,714.0,Employed
28.0,113357.45,19538.37,Yes,Masters,Male,689.0,Employed
32.0,94540.05,18402.79,No,Bachelors,Female,733.0,Unemployed
47.0,81829.84,12254.96,Yes,Masters,Female,691.0,Employed
,106184.58,11241.21,Yes,High School,Female,720.0,Self-Employed
20.0,68548.28,11177.85,Yes,PhD,Male,705.0,Employed
55.0,68751.84,,Yes,High School,Female,701.0,Self-Employed
33.0,48888.07,13206.06,Yes,Masters,Male,624.0,Employed
34.0,95563.1,14235.79,Yes,High School,Female,668.0,Employed
41.0,109139.85,12450.25,No,Masters,Female,775.0,Employed
44.0,88148.19,19029.81,No,PhD,Male,758.0,Self-Employed
58.0,98467.72,17543.94,Yes,High School,Female,731.0,Employed
21.0,15253.26,14133.84,Yes,High School,Female,760.0,Employed
46.0,116793.93,12302.8,Yes,High School,Female,724.0,Self-Employed
45.0,67913.14,12169.32,Yes,Masters,Female,635.0,Employed
37.0,117119.36,17193.76,Yes,Masters,Female,664.0,Employed
46.0,104633.01,15280.88,No,Bachelors,Female,744.0,Employed
47.0,85448.51,15993.74,Yes,Bachelors,Male,633.0,Self-Employed
24.0,63139.29,19291.98,Yes,Masters,Male,680.0,Employed
55.0,73164.78,14728.4,Yes,Bachelors,Male,684.0,Employed
22.0,31799.51,21850.88,Yes,Masters,Male,733.0,Self-Employed
27.0,88615.99,4987.99,Yes,High School,Male,710.0,Self-Employed
35.0,18899.9,,No,Masters,Female,729.0,Employed
57.0,64026.22,24050.43,No,Bachelors,Male,744.0,Employed
35.0,100864.75,13011.28,Yes,Masters,Male,738.0,Employed
,84414.5,16481.3,Yes,PhD,Male,763.0,Employed
52.0,39401.7,21265.61,No,Bachelors,Male,728.0,Employed
35.0,43193.89,,Yes,High School,Male,670.0,Self-Employed
26.0,58051.29,19565.06,No,Masters,Female,658.0,Employed
34.0,71567.52,18078.1,Yes,Masters,Female,740.0,Employed
52.0,87531.02,19914.6,No,Bachelors,Female,715.0,Unemployed
39.0,82082.76,17465.11,Yes,PhD,Male,719.0,Employed
57.0,48824.92,18655.64,Yes,High School,Male,687.0,Employed
45.0,82374.66,12100.33,Yes,Masters,Male,716.0,Employed
32.0,84506.74,,No,Bachelors,Female,644.0,Self-Employed
39.0,79770.4,14797.69,No,Masters,Female,650.0,Employed
29.0,119563.69,14564.73,Yes,Masters,Female,866.0,Employed
31.0,84526.38,6604.11,No,High School,Male,612.0,Employed
83.0,89356.46,12891.93,Yes,High School,Female,668.0,Employed
48.0,107517.17,14328.1,Yes,High School,Male,661.0,Self-Employed
47.0,,22778.31,Yes,Masters,Female,661.0,Unemployed
32.0,58978.89,13603.41,Yes,Masters,Female,697.0,Employed
54.0,94854.06,16414.37,Yes,Masters,Male,654.0,Employed
49.0,61972.12,21876.69,No,Bachelors,Female,755.0,Employed
57.0,50347.83,8811.65,Yes,High School,Male,724.0,Self-Employed
56.0,,13085.03,Yes,Bachelors,Female,742.0,Employed
23.0,94626.98,19398.2,Yes,Bachelors,Female,732.0,Employed
27.0,82404.92,27346.51,Yes,Bachelors,Male,685.0,Employed
28.0,91216.72,5074.71,No,Bachelors,Male,680.0,Employed
29.0,82501.82,,Yes,Bachelors,Male,786.0,Employed
41.0,73776.95,18141.04,Yes,Bachelors,Female,,Employed
32.0,76360.23,19205.32,No,High School,Female,726.0,Unemployed
59.0,81821.57,26230.56,Yes,Masters,Male,725.0,Employed
57.0,57950.2,11774.24,Yes,Masters,Female,724.0,Self-Employed
38.0,44194.0,13824.99,Yes,Bachelors,Female,647.0,Employed
58.0,60297.7,6859.56,Yes,Bachelors,Male,739.0,Employed
53.0,80882.47,15640.59,No,Masters,Female,848.0,Employed
33.0,57043.25,17555.75,No,Bachelors,Male,723.0,Employed
18.0,112592.33,25460.2,Yes,Bachelors,Male,807.0,Employed
36.0,78825.26,23519.83,Yes,High School,Female,727.0,Self-Employed
32.0,72389.75,22581.06,Yes,Masters,Female,735.0,Employed
40.0,57873.25,11523.47,No,High School,Female,736.0,Employed
39.0,88314.74,17131.62,No,Bachelors,Male,623.0,Self-Employed
39.0,45761.16,16945.82,Yes,High School,Female,644.0,Employed
43.0,76315.43,17335.55,No,Bachelors,Female,711.0,Employed
26.0,61289.41,14787.09,Yes,Bachelors,Male,807.0,Employed
42.0,72418.59,20654.62,Yes,Bachelors,Male,697.0,Employed
34.0,79725.46,13220.46,Yes,High School,Female,746.0,Employed
40.0,47086.75,16647.14,Yes,Masters,Female,673.0,Employed
48.0,36581.36,22266.07,Yes,Bachelors,Male,767.0,Employed
26.0,51366.94,25767.88,No,Bachelors,Male,646.0,Employed
35.0,87584.83,10856.45,Yes,Masters,Male,774.0,Employed
37.0,77462.67,17753.09,No,Masters,Male,718.0,Employed
33.0,61941.97,17271.79,No,Bachelors,Female,711.0,Employed
47.0,109362.94,21099.41,Yes,PhD,Male,,Employed
31.0,95701.97,23167.96,Yes,High School,Female,787.0,Employed
32.0,90869.24,13332.66,No,High School,Female,642.0,Employed
31.0,55515.89,14622.19,Yes,Bachelors,Female,754.0,Employed
49.0,90646.95,15366.13,Yes,Masters,Male,637.0,Employed
33.0,76814.16,17393.47,No,PhD,Male,687.0,Self-Employed
43.0,55554.7,19134.36,Yes,Bachelors,Female,594.0,Employed
58.0,67917.99,13123.46,Yes,Bachelors,Female,707.0,Employed
37.0,49231.31,24285.01,Yes,Bachelors,Male,730.0,Unemployed
49.0,55730.31,5853.88,No,Bachelors,Female,768.0,Employed
55.0,47116.49,9028.9,Yes,High School,Male,736.0,Employed
48.0,89131.08,18038.33,Yes,Bachelors,Male,723.0,Employed
38.0,68581.48,14178.75,Yes,High School,Female,766.0,Employed
44.0,51168.02,12169.86,No,Bachelors,Female,787.0,Employed
25.0,,19797.5,No,Masters,Female,772.0,Employed
30.0,70030.07,,No,High School,Female,824.0,Employed
32.0,91010.11,21245.95,Yes,High School,Male,693.0,Employed
60.0,72666.73,9821.92,Yes,Bachelors,Male,784.0,Employed
30.0,41256.25,19063.06,No,High School,Male,647.0,Employed
30.0,60065.13,19010.64,Yes,PhD,Male,,Employed
28.0,46856.1,9962.63,Yes,Bachelors,Male,719.0,Employed
44.0,81260.16,15196.62,Yes,High School,Male,696.0,Employed
39.0,91689.22,19844.12,No,PhD,Female,755.0,Employed
49.0,39120.37,21710.89,Yes,Masters,Male,743.0,Employed
45.0,67510.08,14265.91,Yes,Bachelors,Male,799.0,Employed
24.0,93055.02,9506.12,Yes,Masters,Female,747.0,Employed
30.0,38817.94,22661.13,Yes,Bachelors,Female,744.0,Employed
52.0,61299.68,15198.89,Yes,Masters,Female,663.0,Self-Employed
36.0,69995.41,5555.03,Yes,Masters,Female,707.0,Employed
50.0,91348.87,13801.98,Yes,Bachelors,Female,766.0,Employed
37.0,80893.78,20664.09,No,Masters,Male,867.0,Employed
28.0,84980.7,8903.43,Yes,Bachelors,Female,678.0,Employed
35.0,82049.2,15586.1,Yes,PhD,Male,779.0,Employed
28.0,62537.37,13363.63,Yes,High School,Male,721.0,Self-Employed
32.0,102868.14,14812.63,Yes,High School,Male,726.0,Employed
40.0,56581.82,12818.78,Yes,Masters,Male,679.0,Employed
43.0,14431.79,,Yes,High School,Male,696.0,Employed
22.0,33989.18,13886.93,Yes,Masters,Female,715.0,Employed
38.0,67662.18,18284.32,No,Masters,Female,764.0,Employed
32.0,63369.11,13161.97,No,Bachelors,Female,795.0,Employed
32.0,59272.71,20592.9,Yes,Bachelors,Male,696.0,Employed
,73004.09,15064.76,Yes,PhD,Female,692.0,Employed
32.0,94008.56,8963.31,Yes,Bachelors,Male,758.0,Employed
52.0,79080.56,10719.7,Yes,Bachelors,Male,708.0,Self-Employed
50.0,82971.0,9210.44,Yes,Masters,Female,774.0,Employed
50.0,48404.25,9494.95,Yes,Bachelors,Female,752.0,Employed
33.0,59611.02,8433.93,Yes,Bachelors,Female,690.0,Employed
28.0,84007.11,9569.91,No,Masters,Male,766.0,Employed
39.0,72160.24,14972.62,Yes,High School,Female,745.0,Self-Employed
36.0,79541.24,18692.32,No,PhD,Female,709.0,Unemployed
32.0,82274.48,8236.9,No,Masters,Male,743.0,Self-Employed
26.0,73323.8,10977.04,Yes,PhD,Female,670.0,Employed
38.0,101638.12,19015.28,Yes,Masters,Female,700.0,Employed
34.0,59369.28,,No,Bachelors,Male,759.0,Unemployed
45.0,53618.17,6444.83,Yes,Bachelors,Female,706.0,Unemployed
45.0,34700.62,15188.87,No,Bachelors,Female,743.0,Self-Employed
49.0,84972.07,16810.16,Yes,High School,Male,647.0,Employed
,58598.91,16571.47,No,High School,Female,717.0,Employed
42.0,95320.12,26229.8,No,High School,Male,732.0,Self-Employed
31.0,74959.05,11234.1,Yes,High School,Female,689.0,Self-Employed
26.0,63223.34,20500.57,Yes,Masters,Male,726.0,Employed
34.0,48907.24,14877.99,Yes,Bachelors,Female,731.0,Self-Employed
49.0,86930.23,17341.64,Yes,PhD,Male,669.0,Employed
34.0,68922.25,11742.71,Yes,Bachelors,Male,578.0,Employed
54.0,75356.04,11635.56,Yes,Bachelors,Male,675.0,Employed
43.0,82088.83,8745.7,Yes,PhD,Female,,Self-Employed
34.0,75315.06,7659.98,No,Bachelors,Female,756.0,Employed
50.0,53003.63,18355.8,Yes,Bachelors,Male,777.0,Self-Employed
42.0,80425.36,12318.09,Yes,High School,Male,661.0,Employed
29.0,86404.01,27725.43,No,High School,Male,667.0,Employed
57.0,77204.58,12632.01,Yes,Bachelors,Male,701.0,Employed
41.0,82646.97,18363.63,Yes,Masters,Male,687.0,Unemployed
38.0,84510.89,15275.72,Yes,PhD,Male,682.0,Employed
29.0,62078.74,5873.53,No,PhD,Female,634.0,Employed
50.0,61328.85,8270.1,Yes,Bachelors,Male,717.0,Employed
43.0,114535.74,7447.44,Yes,Masters,Male,674.0,Employed
44.0,96515.2,22344.61,Yes,Masters,Male,641.0,Employed
33.0,69035.88,21492.57,Yes,PhD,Female,696.0,Employed
46.0,83656.58,24638.53,Yes,Bachelors,Female,727.0,Unemployed
47.0,51246.3,3897.88,Yes,High School,Male,709.0,Employed
31.0,58022.37,8153.26,Yes,Masters,Female,745.0,Employed
24.0,45061.81,18023.96,Yes,Bachelors,Female,817.0,Self-Employed
44.0,75713.23,11162.23,Yes,High School,Male,717.0,Employed
22.0,75947.3,18471.26,Yes,Bachelors,Female,790.0,Self-Employed
40.0,91676.52,12773.11,Yes,PhD,Female,649.0,Employed
34.0,65759.32,12261.3,No,High School,Male,554.0,Employed
50.0,91331.76,5920.33,Yes,Masters,Female,678.0,Employed
34.0,83058.27,12116.25,Yes,Bachelors,Male,700.0,Self-Employed
49.0,119184.62,16853.35,No,High School,Female,660.0,Self-Employed
33.0,103342.32,10060.18,Yes,Masters,Male,751.0,Employed
48.0,99843.13,15343.47,Yes,High School,Female,689.0,Employed
59.0,86713.65,9766.16,Yes,Bachelors,Female,711.0,Employed
27.0,52115.49,11127.8,Yes,PhD,Male,718.0,Employed
41.0,75855.88,11475.04,Yes,Bachelors,Male,781.0,Unemployed
65.0,114951.1,17323.18,Yes,High School,Female,689.0,Employed
39.0,80139.09,,No,High School,Male,695.0,Employed
39.0,53564.43,,Yes,Masters,Female,781.0,Self-Employed
46.0,76719.39,18896.28,Yes,Bachelors,Male,793.0,Employed
38.0,50207.9,16818.97,Yes,Bachelors,Male,793.0,Unemployed
21.0,52876.12,23874.49,Yes,Bachelors,Female,791.0,Self-Employed
49.0,78257.99,16372.64,Yes,Bachelors,Male,603.0,Employed
18.0,84790.92,18071.8,Yes,PhD,Male,671.0,Unemployed
34.0,54041.56,19782.17,No,Bachelors,Female,823.0,Self-Employed
50.0,58808.87,15868.49,Yes,High School,Male,748.0,Unemployed
34.0,41472.5,14659.47,Yes,Bachelors,Female,808.0,Employed
31.0,67414.12,14167.43,Yes,Bachelors,Female,765.0,Employed
47.0,31079.45,12136.0,Yes,Masters,Female,746.0,Employed
29.0,64017.1,12519.49,Yes,High School,Male,748.0,Self-Employed
26.0,71591.54,20310.15,No,Bachelors,Male,712.0,Employed
41.0,34884.21,9516.04,Yes,Masters,Male,722.0,Employed
36.0,49854.84,15689.05,No,Masters,Female,664.0,Employed
26.0,68798.17,14881.36,Yes,PhD,Male,692.0,Self-Employed
44.0,66068.46,7874.26,Yes,Bachelors,Male,698.0,Employed
43.0,66992.74,19190.92,No,PhD,Male,739.0,Unemployed
34.0,75760.26,8318.4,No,Bachelors,Female,756.0,Employed
35.0,36566.34,,Yes,Masters,Female,767.0,Employed
43.0,84173.2,14572.04,Yes,High School,Male,815.0,Unemployed
50.0,63625.45,22449.83,Yes,High School,Female,767.0,Employed
35.0,58076.05,17603.91,Yes,Bachelors,Male,760.0,Employed
45.0,32702.89,16554.51,Yes,Masters,Female,654.0,Self-Employed
44.0,64648.46,21758.31,No,High School,Female,639.0,Employed
47.0,80240.61,13678.72,Yes,High School,Male,738.0,Employed
38.0,72831.44,24991.12,Yes,Masters,Female,705.0,Employed
29.0,73416.26,17517.89,No,Bachelors,Female,727.0,Employed
33.0,63219.13,15667.72,Yes,High School,Female,665.0,Employed
41.0,68789.03,6016.46,Yes,Bachelors,Female,720.0,Employed
56.0,47850.77,19879.86,Yes,Bachelors,Female,695.0,Employed
33.0,69904.68,17687.31,Yes,Masters,Male,743.0,Employed
46.0,60177.97,13887.35,Yes,Bachelors,Female,750.0,Employed
35.0,47504.02,12475.06,No,Masters,Male,736.0,Self-Employed
39.0,85094.38,25067.24,Yes,Bachelors,Male,664.0,Employed
53.0,38500.0,11015.56,Yes,PhD,Male,713.0,Self-Employed
46.0,80485.71,16744.24,No,Masters,Male,805.0,Self-Employed
26.0,81742.96,15173.29,Yes,Bachelors,Male,695.0,Employed
32.0,59455.22,18442.04,Yes,Masters,Male,686.0,Employed
51.0,90608.18,5388.15,Yes,PhD,Male,759.0,Employed
39.0,59033.2,18362.82,Yes,Bachelors,Female,692.0,Employed
27.0,,22999.19,No,High School,Male,675.0,Self-Employed
,,5488.93,Yes,Masters,Female,686.0,Employed
45.0,69831.13,10258.12,No,Masters,Male,768.0,Employed
48.0,50826.85,17826.48,No,High School,Male,710.0,Self-Employed
38.0,1400598.056378007,14330.78,Yes,Masters,Female,761.0,Employed
63.0,68692.52,18398.37,Yes,High School,Male,779.0,Employed
46.0,69529.85,18721.77,Yes,High School,Male,698.0,Self-Employed
36.0,95118.67,16125.83,Yes,Bachelors,Female,712.0,Employed
30.0,88620.66,23814.07,Yes,Masters,Male,708.0,Employed
28.0,81019.84,18762.46,No,Masters,Male,680.0,Employed
41.0,67069.01,8371.59,Yes,Bachelors,Female,770.0,Employed
33.0,61919.68,18503.83,Yes,Bachelors,Female,699.0,Unemployed
55.0,69468.15,14836.87,No,Masters,Female,668.0,Self-Employed
53.0,58874.35,17737.78,Yes,Masters,Female,805.0,Unemployed
44.0,55981.4,,Yes,Masters,Female,709.0,Employed
26.0,68424.14,23077.19,No,Masters,Male,717.0,Employed
31.0,52432.33,15421.32,No,Masters,Female,691.0,Self-Employed
51.0,53661.49,19191.94,No,Bachelors,Female,663.0,Self-Employed
32.0,89097.48,,Yes,High School,Male,645.0,Unemployed
49.0,42406.42,12681.88,Yes,Bachelors,Female,763.0,Employed
43.0,49204.45,12186.63,No,High School,Male,692.0,Employed
39.0,95465.48,20170.52,Yes,PhD,Female,614.0,Employed
31.0,62157.22,23636.24,Yes,PhD,Female,679.0,Employed
37.0,97520.52,30946.27,Yes,Masters,Male,706.0,Employed
40.0,46652.7,19306.42,Yes,Masters,Male,683.0,Self-Employed
48.0,71475.64,20620.98,Yes,Bachelors,Female,,Self-Employed
29.0,85436.54,,Yes,High School,Male,699.0,Employed
35.0,51880.57,6059.98,No,High School,Female,763.0,Employed
38.0,103486.66,10655.98,Yes,Bachelors,Female,763.0,Employed
45.0,62193.0,8728.5,Yes,Bachelors,Male,670.0,Employed
29.0,80181.8,17558.68,Yes,Bachelors,Male,684.0,Employed
25.0,56438.91,23679.86,No,Masters,Male,773.0,Employed
45.0,99832.28,15059.77,Yes,Masters,Female,734.0,Employed
23.0,76067.19,11721.41,No,Masters,Female,755.0,Self-Employed
51.0,111945.6,16526.74,Yes,Bachelors,Male,755.0,Employed
36.0,93581.44,11404.29,Yes,High School,Female,686.0,Unemployed
23.0,86740.66,12284.5,Yes,Masters,Male,845.0,Employed
33.0,50897.66,14025.01,Yes,Bachelors,Male,769.0,Employed
42.0,71677.08,16940.03,Yes,Masters,Male,699.0,Employed
33.0,63666.45,6666.47,Yes,Bachelors,Male,,Employed
38.0,70524.55,4851.91,Yes,Bachelors,Female,714.0,Employed
45.0,72954.42,10702.36,Yes,Bachelors,Female,726.0,Employed
36.0,51986.05,17611.69,No,Bachelors,Male,689.0,Self-Employed
29.0,66868.75,8674.22,Yes,Bachelors,Male,676.0,Self-Employed
35.0,68072.22,24171.43,Yes,Bachelors,Male,759.0,Employed
52.0,,19260.3,Yes,Bachelors,Male,685.0,Self-Employed
55.0,86008.34,18346.46,Yes,Bachelors,Female,681.0,Employed
18.0,74449.7,19276.05,Yes,Masters,Male,704.0,Employed
49.0,86265.06,17132.61,Yes,Bachelors,Male,666.0,Employed
41.0,79744.37,17534.78,No,Bachelors,Male,723.0,Employed
47.0,35727.49,21209.95,Yes,Bachelors,Female,694.0,Employed
32.0,53333.9,20000.19,No,High School,Female,770.0,Employed
20.0,103064.23,16502.13,No,Masters,Female,771.0,Employed
44.0,85701.78,24617.58,Yes,Bachelors,Female,719.0,Employed
29.0,37567.22,15387.3,No,PhD,Male,678.0,Employed
24.0,79400.22,12724.98,Yes,PhD,Male,710.0,Unemployed
25.0,53361.7,7584.03,Yes,High School,Female,702.0,Employed
44.0,28070.21,11387.93,No,Masters,Female,799.0,Self-Employed
,103144.18,21011.65,Yes,Bachelors,Male,703.0,Employed
46.0,71506.52,14829.44,No,Bachelors,Female,731.0,Employed
45.0,74339.57,17396.74,No,Masters,Female,752.0,Employed
34.0,44864.58,15404.06,No,Bachelors,Female,793.0,Employed
37.0,46937.25,8985.81,Yes,Bachelors,Female,702.0,Self-Employed
33.0,38167.26,13559.91,No,Bachelors,Female,647.0,Unemployed
36.0,98339.52,10829.68,Yes,High School,Male,726.0,Self-Employed
28.0,37133.43,12824.76,No,High School,Male,777.0,Self-Employed
42.0,102335.7,10561.76,No,Bachelors,Male,739.0,Employed
49.0,50264.72,17409.92,Yes,High School,Female,693.0,Employed
,45442.41,19062.23,Yes,High School,Female,703.0,Self-Employed
51.0,68892.55,15175.1,Yes,High School,Male,677.0,Employed
39.0,56315.81,5052.07,Yes,High School,Male,709.0,Unemployed
40.0,71945.91,8236.57,No,Masters,Male,677.0,Self-Employed
21.0,52456.87,18229.58,Yes,PhD,Female,740.0,Employed
20.0,63730.35,11222.21,No,Masters,Female,745.0,Employed
39.0,54832.14,11227.44,No,PhD,Male,724.0,Employed
46.0,87224.51,,Yes,Bachelors,Male,764.0,Employed
31.0,80252.46,11065.02,Yes,High School,Male,781.0,Employed
55.0,74954.38,4392.68,No,Bachelors,Male,792.0,Employed
45.0,91070.95,10378.08,Yes,Bachelors,Male,726.0,Employed
29.0,75263.59,12981.46,Yes,Bachelors,Male,693.0,Unemployed
38.0,73575.99,12225.92,Yes,Bachelors,Female,610.0,Unemployed
63.0,67600.93,18505.6,No,High School,Male,697.0,Employed
26.0,55675.04,15443.53,No,Masters,Male,656.0,Employed
43.0,55719.15,15089.51,Yes,Bachelors,Male,721.0,Employed
35.0,72942.42,20784.39,Yes,Masters,Female,761.0,Employed
45.0,90358.14,7199.83,Yes,Masters,Male,757.0,Employed
51.0,81407.27,22823.34,No,High School,Male,761.0,Employed
34.0,81292.36,23257.2,No,High School,Male,646.0,Unemployed
49.0,47876.88,14421.85,No,Masters,Male,646.0,Self-Employed
60.0,80456.64,13035.97,Yes,High School,Female,784.0,Employed
39.0,62015.85,21713.67,Yes,Masters,Female,619.0,Self-Employed
46.0,73514.73,13680.77,Yes,Masters,Male,755.0,Employed
32.0,81040.3,16766.79,No,Bachelors,Male,710.0,Unemployed
38.0,46875.86,16390.95,Yes,Masters,Male,703.0,Unemployed
36.0,73148.07,17445.75,No,High School,Male,730.0,Employed
46.0,74725.25,9500.42,No,PhD,Male,810.0,Employed
50.0,89972.7,17198.8,Yes,Masters,Male,680.0,Employed
37.0,59662.49,10589.33,No,Bachelors,Female,700.0,Self-Employed
53.0,68775.71,12005.49,Yes,Masters,Male,776.0,Employed
53.0,73399.29,19642.64,Yes,Bachelors,Female,676.0,Employed
46.0,59664.28,12483.12,No,Bachelors,Female,762.0,Unemployed
33.0,59299.04,11810.29,Yes,High School,Female,718.0,Employed
32.0,58527.15,16018.99,Yes,High School,Female,608.0,Self-Employed
30.0,67445.54,21732.77,Yes,High School,Female,726.0,Employed
47.0,104941.74,27024.57,No,Masters,Female,724.0,Unemployed
26.0,68158.49,20711.95,Yes,Masters,Male,731.0,Self-Employed
45.0,79750.8,20645.81,No,Masters,Female,755.0,Employed
27.0,70631.86,14880.52,Yes,Bachelors,Female,750.0,Employed
46.0,63849.47,27797.6,Yes,Bachelors,Female,720.0,Employed
38.0,69516.05,15993.12,No,Masters,Male,777.0,Employed
51.0,85386.91,14821.82,Yes,Masters,Female,701.0,Self-Employed
49.0,68930.65,16913.39,Yes,Masters,Male,735.0,Unemployed
52.0,,16322.19,No,High School,Female,676.0,Employed
53.0,65304.53,8431.02,Yes,Masters,Male,617.0,Employed
39.0,50130.4,11514.25,No,Bachelors,Male,681.0,Self-Employed
26.0,90801.8,16902.87,No,PhD,Female,725.0,Employed
27.0,61061.28,11053.15,Yes,Bachelors,Male,640.0,Self-Employed
17.0,99388.19,18238.22,Yes,Bachelors,Male,675.0,Employed
27.0,74894.12,15180.31,Yes,Bachelors,Female,806.0,Employed
39.0,98117.71,19683.7,Yes,PhD,Female,706.0,Self-Employed
32.0,66001.15,14381.3,Yes,PhD,Male,743.0,Employed
36.0,55336.45,,Yes,High School,Female,677.0,Employed
43.0,90864.55,5941.25,No,Bachelors,Male,651.0,Employed
35.0,58779.72,6953.02,Yes,High School,Male,669.0,Employed
27.0,95710.74,10983.45,No,Bachelors,Male,773.0,Self-Employed
37.0,81574.27,16554.57,Yes,High School,Male,705.0,Employed
29.0,99289.25,11093.96,Yes,High School,Female,726.0,Employed
35.0,50470.56,18639.99,Yes,High School,Female,684.0,Employed
51.0,89130.22,16933.68,Yes,Bachelors,Female,757.0,Employed
35.0,55145.06,12706.16,Yes,Bachelors,Male,790.0,Employed
56.0,22071.5,16119.29,Yes,High School,Male,832.0,Employed
52.0,87918.33,12779.84,Yes,Bachelors,Male,753.0,Employed
32.0,69871.96,16575.53,Yes,Masters,Male,672.0,Employed
27.0,89248.28,12447.92,Yes,Bachelors,Male,,Employed
37.0,71840.26,16982.45,Yes,Bachelors,Female,,Employed
50.0,70429.5,21803.09,Yes,Masters,Female,628.0,Unemployed
33.0,99954.07,8820.73,Yes,High School,Male,716.0,Employed
47.0,72365.87,11528.4,No,Masters,Female,771.0,Unemployed
50.0,60490.0,11735.44,No,Bachelors,Male,804.0,Self-Employed
30.0,68232.5,16555.7,Yes,Masters,Female,675.0,Employed
31.0,73152.77,19188.29,Yes,Bachelors,Male,728.0,Employed
45.0,13106.94,6302.26,Yes,High School,Female,714.0,Employed
40.0,79822.1,14082.67,Yes,Masters,Female,,Unemployed
31.0,97178.09,15141.2,Yes,Masters,Male,,Employed
34.0,69020.22,19409.58,Yes,Bachelors,Female,749.0,Self-Employed
37.0,61584.85,10520.85,Yes,Masters,Female,660.0,Employed
22.0,77755.35,18649.01,No,Masters,Female,710.0,Employed
46.0,104870.95,16465.01,No,PhD,Male,701.0,Unemployed
33.0,79383.9,23870.41,Yes,Masters,Female,742.0,Employed
10.0,74287.47,25969.64,No,Masters,Female,815.0,Employed
38.0,62188.42,18979.16,No,Bachelors,Female,737.0,Self-Employed
31.0,48610.07,13697.83,Yes,Bachelors,Female,706.0,Unemployed
55.0,,17453.37,Yes,Masters,Male,715.0,Employed
32.0,70831.54,17907.46,No,Bachelors,Male,740.0,Employed
27.0,31358.05,17633.59,Yes,Masters,Female,,Unemployed
43.0,55464.33,17101.85,Yes,Bachelors,Female,776.0,Employed
31.0,93177.23,17670.68,No,High School,Male,728.0,Employed
,64838.61,20248.24,No,High School,Female,714.0,Employed
43.0,20883.49,25990.02,No,High School,Female,700.0,Employed
28.0,102023.51,5953.26,Yes,Bachelors,Female,717.0,Unemployed
23.0,52169.82,21498.68,Yes,Bachelors,Female,,Employed
55.0,60594.65,15707.91,Yes,Bachelors,Female,639.0,Self-Employed
44.0,91245.08,11050.75,Yes,Masters,Female,747.0,Unemployed
35.0,55158.53,8246.02,Yes,Bachelors,Male,683.0,Unemployed
38.0,30600.79,16527.56,Yes,Masters,Male,731.0,Self-Employed
43.0,74351.31,15180.1,Yes,Bachelors,Male,710.0,Employed
48.0,85936.84,9606.43,No,Bachelors,Female,785.0,Employed
30.0,60617.79,14846.58,Yes,High School,Male,744.0,Employed
42.0,67543.12,20184.09,Yes,Bachelors,Male,775.0,Employed
33.0,46404.08,22757.52,Yes,Masters,Male,758.0,Employed
36.0,50090.73,15637.06,Yes,High School,Female,808.0,Unemployed
40.0,63566.45,15622.18,Yes,Bachelors,Female,642.0,Employed
38.0,82972.24,18114.47,No,PhD,Male,793.0,Employed
45.0,71955.49,20825.39,No,Masters,Female,680.0,Employed
43.0,90400.99,15917.45,No,Bachelors,Female,665.0,Employed
23.0,103072.22,16751.33,Yes,Masters,Female,657.0,Employed
24.0,87731.44,13003.79,Yes,Bachelors,Female,699.0,Employed
34.0,38200.73,14211.45,Yes,Bachelors,Female,741.0,Unemployed
56.0,64324.44,11820.29,Yes,Bachelors,Male,789.0,Unemployed
29.0,87539.91,9826.78,Yes,High School,Female,625.0,Employed
36.0,67609.1,8975.32,Yes,Bachelors,Male,735.0,Employed
33.0,37613.18,10689.41,Yes,Masters,Female,671.0,Unemployed
32.0,58960.42,10345.23,No,Bachelors,Female,657.0,Employed
40.0,24550.97,,No,High School,Female,692.0,Employed
52.0,64450.09,17239.83,No,Bachelors,Male,725.0,Employed
43.0,56301.57,12897.04,No,Masters,Male,687.0,Employed
30.0,62787.08,10804.53,No,Masters,Female,658.0,Unemployed
66.0,93629.5,25759.0,Yes,Masters,Male,699.0,Employed
39.0,43371.97,12794.84,No,Masters,Female,749.0,Employed
32.0,55635.68,12033.69,Yes,Bachelors,Male,740.0,Employed
52.0,47164.75,7134.98,No,Bachelors,Male,694.0,Employed
33.0,91426.72,17585.06,No,PhD,Male,711.0,Employed
55.0,92624.74,24095.71,No,Masters,Male,681.0,Employed
29.0,77201.51,14066.66,Yes,Bachelors,Male,731.0,Employed
52.0,76165.79,13265.24,Yes,High School,Male,763.0,Employed
40.0,45993.24,16383.44,No,Bachelors,Female,680.0,Employed
51.0,73983.78,16537.6,Yes,Masters,Female,695.0,Employed
57.0,47561.79,2521.94,Yes,Bachelors,Male,748.0,Employed
27.0,70823.88,18237.68,No,Bachelors,Male,846.0,Unemployed
,63133.03,24375.39,Yes,High School,Female,754.0,Employed
24.0,58116.66,15279.53,No,Bachelors,Male,711.0,Employed
28.0,70566.05,14456.67,Yes,High School,Male,668.0,Employed
30.0,83545.24,18973.32,Yes,Masters,Female,773.0,Employed
43.0,105509.14,18379.64,Yes,Bachelors,Female,679.0,Employed
38.0,81019.7,15865.26,Yes,Bachelors,Male,710.0,Self-Employed
36.0,,18865.16,Yes,High School,Female,701.0,Employed
39.0,74018.5,19102.49,No,Masters,Male,716.0,Self-Employed
44.0,105677.75,9134.13,No,Bachelors,Male,672.0,Employed
45.0,78711.68,9256.8,Yes,PhD,Male,768.0,Self-Employed
49.0,74795.79,8542.93,Yes,Masters,Male,742.0,Employed
56.0,66635.44,,Yes,Bachelors,Male,705.0,Employed
38.0,75982.02,19052.52,Yes,Bachelors,Male,708.0,Employed
33.0,78631.57,19064.43,Yes,Bachelors,Male,703.0,Employed
44.0,41650.94,17238.8,No,Masters,Male,726.0,Employed
27.0,84001.08,23309.64,Yes,Bachelors,Male,681.0,Employed
31.0,,,Yes,Bachelors,Male,668.0,Employed
48.0,84023.43,11550.07,No,Masters,Male,709.0,Employed
37.0,81979.07,15613.19,No,High School,Female,752.0,Employed
26.0,98424.95,20710.52,Yes,Masters,Female,797.0,Self-Employed
23.0,52757.95,12045.84,No,Bachelors,Male,729.0,Employed
38.0,50257.95,24710.15,Yes,PhD,Male,761.0,Self-Employed
49.0,92145.17,14641.45,No,PhD,Female,761.0,Employed
49.0,48503.21,17564.89,Yes,Masters,Female,736.0,Employed
39.0,46535.33,15812.94,No,Bachelors,Female,743.0,Self-Employed
58.0,74172.36,13015.06,Yes,Masters,Female,700.0,Employed
37.0,69066.17,19551.45,Yes,Masters,Male,683.0,Unemployed
,73107.11,-2375.19,Yes,Bachelors,Male,672.0,Unemployed
12.0,80754.53,13306.94,Yes,Bachelors,Male,711.0,Self-Employed
34.0,80866.21,18976.11,Yes,Bachelors,Male,733.0,Employed
47.0,68442.54,7741.06,Yes,High School,Female,703.0,Employed
54.0,70963.07,11495.66,No,Masters,Male,718.0,Employed
30.0,68660.29,12534.29,Yes,High School,Male,646.0,Unemployed
43.0,70705.49,13349.7,Yes,Bachelors,Male,833.0,Employed
48.0,42251.02,11988.23,Yes,Bachelors,Male,800.0,Unemployed
38.0,85127.8,9906.9,Yes,Bachelors,Male,711.0,Employed
15.0,90980.67,14645.11,Yes,Bachelors,Male,734.0,Unemployed
40.0,82748.58,19027.85,No,Masters,Female,803.0,Self-Employed
46.0,81210.06,16912.45,Yes,Masters,Female,760.0,Employed
29.0,50187.98,20134.0,Yes,High School,Male,691.0,Employed
35.0,41694.84,13997.1,Yes,Bachelors,Female,746.0,Employed
26.0,86617.86,21295.92,No,Bachelors,Male,651.0,Employed
12.0,70571.37,8621.45,Yes,High School,Female,734.0,Unemployed
48.0,73390.65,21556.18,No,Masters,Female,735.0,Unemployed
38.0,74289.83,20460.97,Yes,High School,Female,627.0,Employed
54.0,75141.06,7111.86,Yes,Bachelors,Male,771.0,Employed
47.0,82930.81,17340.67,Yes,Masters,Male,742.0,Unemployed
34.0,68091.43,14368.74,No,Masters,Male,704.0,Employed
37.0,31898.13,14468.94,Yes,Bachelors,Male,707.0,Employed
44.0,83768.11,15330.13,Yes,PhD,Male,762.0,Self-Employed
48.0,81550.93,11903.55,No,Bachelors,Male,691.0,Self-Employed
41.0,44107.11,19693.98,Yes,High School,Male,689.0,Employed
49.0,46679.07,15020.44,Yes,Masters,Male,683.0,Unemployed
35.0,87659.83,9376.76,No,PhD,Male,759.0,Employed
28.0,,14811.79,Yes,Masters,Male,752.0,Employed
37.0,16727.19,12628.96,Yes,High School,Male,663.0,Employed
40.0,78816.86,18079.48,Yes,Bachelors,Male,728.0,Self-Employed
26.0,65587.07,,Yes,Bachelors,Female,735.0,Employed
25.0,71483.28,25013.78,Yes,Bachelors,Male,779.0,Employed
42.0,,15602.64,Yes,Bachelors,Male,700.0,Employed
34.0,54757.15,8818.76,No,PhD,Female,,Employed
36.0,83053.41,13990.46,Yes,Bachelors,Male,746.0,Employed
34.0,56237.01,12586.96,Yes,Masters,Male,693.0,Self-Employed
53.0,84940.26,11024.82,No,Bachelors,Female,753.0,Employed
51.0,89380.58,17125.26,Yes,High School,Male,732.0,Unemployed
,52556.82,26152.29,No,High School,Male,633.0,Employed
33.0,53045.61,24346.92,Yes,Masters,Female,707.0,Employed
47.0,72273.11,16006.49,Yes,Masters,Female,731.0,Employed
44.0,100073.13,11096.91,Yes,Bachelors,Male,755.0,Employed
38.0,58145.82,16399.51,Yes,High School,Female,695.0,Self-Employed
27.0,61936.07,,Yes,High School,Male,679.0,Employed
31.0,76421.44,16018.13,Yes,PhD,Male,677.0,Self-Employed
33.0,83135.61,,Yes,Bachelors,Male,730.0,Employed
41.0,80539.35,17219.44,Yes,Masters,Male,721.0,Employed
55.0,70645.87,16423.43,Yes,Masters,Male,685.0,Unemployed
31.0,63889.62,8918.94,Yes,Bachelors,Female,742.0,Self-Employed
28.0,76636.46,14348.29,Yes,Masters,Female,730.0,Employed
37.0,5988.6,24554.16,Yes,Masters,Female,691.0,Unemployed
48.0,107385.08,17448.53,Yes,Bachelors,Male,691.0,Employed
24.0,66283.88,20841.82,No,Masters,Male,807.0,Employed
53.0,73645.95,25056.63,Yes,Bachelors,Female,613.0,Employed
36.0,111987.6,9103.8,Yes,Bachelors,Male,643.0,Employed
31.0,55173.78,27995.38,No,Bachelors,Female,710.0,Employed
22.0,116642.35,19865.55,Yes,High School,Female,769.0,Employed
45.0,84793.22,20810.39,Yes,Bachelors,Male,677.0,Employed
36.0,78930.8,11649.38,No,Bachelors,Male,749.0,Unemployed
40.0,82877.97,18621.02,Yes,Bachelors,Male,632.0,Self-Employed
29.0,53170.3,10993.76,No,Masters,Male,707.0,Employed
35.0,37020.87,15748.11,Yes,Masters,Male,735.0,Employed
33.0,46390.73,16684.18,No,Masters,Female,763.0,Employed
37.0,91748.33,13805.95,Yes,Masters,Female,750.0,Self-Employed
31.0,51288.57,20752.98,No,Bachelors,Male,626.0,Employed
23.0,36918.03,12400.64,Yes,High School,Male,721.0,Self-Employed
65.0,68413.67,4939.16,Yes,High School,Female,684.0,Unemployed
24.0,81494.05,13781.17,Yes,Masters,Female,715.0,Employed
40.0,70773.03,21267.64,Yes,Masters,Female,704.0,Unemployed
20.0,82127.74,27279.5,No,Masters,Male,755.0,Unemployed
18.0,93100.27,21578.52,No,Masters,Male,719.0,Self-Employed
39.0,81425.57,20334.35,Yes,PhD,Male,732.0,Employed
40.0,66918.94,13106.7,No,High School,Female,723.0,Unemployed
51.0,59113.65,26517.25,Yes,Masters,Male,609.0,Employed
42.0,85416.09,18421.51,Yes,High School,Female,722.0,Self-Employed
37.0,75506.29,18616.61,Yes,High School,Male,718.0,Employed
29.0,52784.67,18141.1,Yes,Bachelors,Male,744.0,Employed
53.0,96043.64,9208.71,Yes,High School,Male,743.0,Employed
47.0,75243.26,16919.44,Yes,Bachelors,Male,630.0,Employed
26.0,83058.27,7726.64,No,Bachelors,Female,666.0,Employed
38.0,62159.63,19134.9,Yes,Masters,Male,724.0,Employed
39.0,92614.3,16681.0,Yes,PhD,Female,747.0,Employed
35.0,38292.83,11839.99,Yes,High School,Male,704.0,Self-Employed
46.0,103509.95,20631.12,Yes,Masters,Female,745.0,Employed
46.0,31223.21,13208.01,Yes,Bachelors,Female,818.0,Employed
36.0,42467.56,13328.7,Yes,High School,Female,745.0,Employed
35.0,75036.6,17669.85,Yes,High School,Female,790.0,Self-Employed
53.0,59384.88,14920.81,Yes,PhD,Female,706.0,Self-Employed
47.0,63433.36,16167.02,No,Masters,Female,751.0,Employed
39.0,59378.19,20161.69,Yes,Masters,Female,771.0,Employed
22.0,54338.49,11308.18,No,Bachelors,Male,772.0,Self-Employed
41.0,76339.55,10884.67,Yes,High School,Male,618.0,Unemployed
45.0,69028.76,13836.12,Yes,High School,Female,691.0,Employed
10.0,,14685.31,No,High School,Male,763.0,Employed
41.0,71603.44,18210.54,Yes,High School,Female,647.0,Employed
34.0,61663.69,24708.84,Yes,Masters,Male,679.0,Employed
36.0,85489.36,14786.0,No,Bachelors,Male,749.0,Self-Employed
29.0,33355.25,15181.03,Yes,High School,Female,683.0,Employed
,18365.22,11742.42,Yes,Masters,Male,662.0,Unemployed
52.0,38243.56,11135.6,Yes,High School,Male,789.0,Self-Employed
,63129.56,18386.46,No,Bachelors,Female,695.0,Employed
48.0,77829.36,15195.19,No,High School,Female,664.0,Employed
30.0,16576.43,21235.19,Yes,Bachelors,Female,665.0,Self-Employed
46.0,69767.8,20690.87,Yes,Bachelors,Female,783.0,Employed
38.0,62908.44,19347.24,Yes,High School,Female,736.0,Employed
42.0,72739.24,,Yes,Masters,Female,786.0,Self-Employed
38.0,31848.36,18416.53,Yes,Bachelors,Male,707.0,Employed
44.0,122305.33,10326.22,No,Bachelors,Female,725.0,Employed
12.0,70650.14,5580.42,Yes,Masters,Male,675.0,Unemployed
24.0,45656.42,16104.75,Yes,Masters,Female,766.0,Self-Employed
42.0,72588.83,21789.82,Yes,Bachelors,Male,668.0,Self-Employed
18.0,99896.8,,No,Masters,Male,812.0,Unemployed
33.0,44267.01,10591.26,Yes,Bachelors,Male,664.0,Employed
37.0,40103.95,28982.38,No,High School,Female,653.0,Self-Employed
30.0,67639.2,19083.37,Yes,Masters,Male,737.0,Self-Employed
31.0,69345.94,10791.27,No,Masters,Male,682.0,Employed
41.0,84188.1,4771.76,Yes,Bachelors,Male,695.0,Employed
48.0,99505.86,,Yes,Masters,Male,772.0,Employed
28.0,85600.02,5180.12,Yes,Masters,Male,795.0,Self-Employed
32.0,42246.26,9851.13,Yes,Bachelors,Female,724.0,Employed
31.0,48579.16,6504.98,No,Bachelors,Female,705.0,Employed
14.0,54033.99,11231.82,No,Bachelors,Male,703.0,Employed
39.0,85553.51,12332.24,Yes,Bachelors,Male,741.0,Employed
47.0,82134.12,10631.41,No,High School,Male,604.0,Unemployed
48.0,95230.74,26501.04,No,PhD,Female,715.0,Employed
29.0,81162.27,14066.47,Yes,High School,Male,666.0,Employed
25.0,,21640.64,Yes,Masters,Female,733.0,Employed
38.0,66063.99,17846.28,Yes,Masters,Male,709.0,Employed
,40771.57,13964.83,Yes,Masters,Female,725.0,Self-Employed
40.0,82562.88,12609.35,Yes,Bachelors,Female,729.0,Employed
41.0,57478.8,21755.03,Yes,Masters,Female,741.0,Self-Employed
49.0,94485.97,9819.23,No,Masters,Male,680.0,Employed
31.0,82005.94,11865.74,No,Bachelors,Female,779.0,Employed
36.0,108759.99,11791.14,Yes,High School,Male,727.0,Employed
54.0,78395.92,15373.73,Yes,Bachelors,Female,730.0,Employed
36.0,78021.47,10456.27,Yes,Bachelors,Male,718.0,Employed
25.0,66349.63,19683.67,No,PhD,Female,691.0,Employed
31.0,62308.48,20373.58,No,Masters,Female,749.0,Unemployed
29.0,64826.96,11411.04,No,PhD,Male,731.0,Employed
42.0,89982.96,17637.15,Yes,High School,Female,823.0,Self-Employed
29.0,43027.79,10799.5,Yes,Masters,Male,683.0,Unemployed
,71266.54,15894.01,Yes,Bachelors,Male,790.0,Employed
31.0,36673.37,20850.45,No,High School,Male,719.0,Unemployed
17.0,77459.5,15516.38,Yes,Bachelors,Male,716.0,Unemployed
41.0,60829.41,14474.69,Yes,High School,Female,676.0,Unemployed
39.0,80072.44,26438.32,Yes,PhD,Male,739.0,Unemployed
43.0,55150.04,16801.44,No,Masters,Female,711.0,Self-Employed
31.0,64860.43,10784.44,Yes,Masters,Male,744.0,Self-Employed
30.0,82647.12,10395.65,No,Bachelors,Female,674.0,Employed
42.0,72517.63,26396.56,Yes,High School,Male,731.0,Employed
53.0,100855.87,11296.92,Yes,Bachelors,Female,721.0,Employed
38.0,60369.08,11493.05,Yes,Masters,Female,698.0,Employed
42.0,58640.25,15133.94,Yes,Bachelors,Male,725.0,Employed
35.0,94735.84,18659.3,Yes,Bachelors,Male,720.0,Employed
23.0,62656.27,8797.2,No,Masters,Female,747.0,Self-Employed
,61735.63,13607.44,Yes,PhD,Female,764.0,Self-Employed
47.0,77662.03,8293.08,Yes,Masters,Male,745.0,Self-Employed
45.0,66722.92,14235.72,No,Masters,Female,728.0,Self-Employed
36.0,63769.09,19107.66,Yes,High School,Female,668.0,Unemployed
44.0,56140.09,13744.4,Yes,Bachelors,Male,686.0,Employed
47.0,97246.5,24846.78,Yes,Masters,Male,764.0,Unemployed
54.0,66987.13,10766.33,No,Bachelors,Female,741.0,Employed
48.0,58757.03,16088.88,Yes,Bachelors,Male,701.0,Employed
39.0,64062.33,21537.16,Yes,High School,Female,764.0,Employed
25.0,77098.43,20044.51,No,High School,Female,688.0,Employed
40.0,99225.68,28213.08,No,High School,Male,677.0,Employed
41.0,66617.62,16618.89,Yes,Bachelors,Female,770.0,Self-Employed
45.0,52744.11,10525.74,Yes,Masters,Female,787.0,Unemployed
52.0,108377.39,15419.25,Yes,Masters,Male,695.0,Employed
37.0,72711.02,10809.29,Yes,Bachelors,Male,756.0,Self-Employed
59.0,67881.45,,Yes,Bachelors,Male,764.0,Employed
20.0,71436.69,21167.54,Yes,High School,Female,727.0,Unemployed
42.0,45090.8,18483.26,Yes,Masters,Male,710.0,Self-Employed
30.0,69091.89,14477.98,No,PhD,Male,690.0,Self-Employed
19.0,,11565.41,No,Bachelors,Male,728.0,Employed
36.0,94402.41,16625.55,Yes,High School,Male,707.0,Employed
23.0,62835.79,17648.84,Yes,PhD,Female,773.0,Self-Employed
36.0,73759.07,8730.05,Yes,Masters,Female,775.0,Employed
38.0,94759.47,9904.49,Yes,Bachelors,Male,718.0,Self-Employed
49.0,70750.58,13551.88,Yes,PhD,Male,746.0,Employed
23.0,84389.49,,Yes,Bachelors,Male,741.0,Employed
47.0,78486.23,5945.45,No,Bachelors,Female,798.0,Employed
39.0,56714.48,9846.87,Yes,Masters,Female,720.0,Unemployed
48.0,51677.31,16912.99,Yes,Bachelors,Female,740.0,Self-Employed
34.0,91186.42,15509.55,No,Masters,Male,713.0,Employed
25.0,16507.35,12775.82,Yes,Masters,Male,752.0,Employed
26.0,56627.54,10319.02,Yes,High School,Female,697.0,Employed
25.0,42093.99,16843.97,Yes,High School,Male,661.0,Unemployed
43.0,91215.88,16582.07,No,Bachelors,Female,820.0,Employed
53.0,97295.63,21214.4,No,Bachelors,Female,686.0,Employed
32.0,55513.35,2443.46,Yes,Bachelors,Male,661.0,Self-Employed
44.0,125298.06,6270.0,Yes,Bachelors,Male,742.0,Employed
23.0,97544.33,19690.66,Yes,Bachelors,Male,723.0,Employed
40.0,73943.11,17367.53,No,Bachelors,Female,666.0,Unemployed
45.0,99999.79,19670.75,Yes,PhD,Female,728.0,Employed
24.0,57165.43,10539.29,Yes,High School,Female,691.0,Unemployed
36.0,64468.19,13054.27,Yes,Bachelors,Female,658.0,Employed
45.0,79264.21,8611.79,Yes,Bachelors,Female,744.0,Employed
9.0,56158.97,3324.14,Yes,PhD,Female,725.0,Employed
51.0,44313.79,15697.8,Yes,Bachelors,Male,752.0,Unemployed
42.0,51240.16,22078.33,Yes,Bachelors,Female,680.0,Employed
45.0,66066.33,14162.11,No,Bachelors,Male,763.0,Unemployed
34.0,79386.31,11418.37,Yes,PhD,Male,672.0,Unemployed
21.0,63242.19,9401.97,Yes,Bachelors,Female,722.0,Self-Employed
43.0,37203.15,20569.27,No,PhD,Male,698.0,Self-Employed
37.0,79406.41,15405.43,No,Masters,Male,677.0,Employed
38.0,95467.48,15606.31,Yes,Masters,Female,750.0,Self-Employed
49.0,,7780.36,Yes,Masters,Male,746.0,Employed
46.0,103255.81,10415.88,Yes,Bachelors,Female,709.0,Employed
57.0,87377.46,18674.22,Yes,Bachelors,Female,710.0,Employed
40.0,48916.84,12368.59,No,High School,Female,722.0,Employed
31.0,57041.81,11742.38,Yes,Masters,Male,724.0,Self-Employed
36.0,63740.4,27547.73,Yes,Bachelors,Male,676.0,Unemployed
42.0,66294.47,15347.77,No,High School,Male,707.0,Employed
48.0,21232.41,14138.39,Yes,Bachelors,Female,677.0,Employed
23.0,,14321.1,No,Masters,Male,749.0,Employed
38.0,58927.31,11609.81,No,Bachelors,Female,605.0,Employed
54.0,107811.2,14637.43,Yes,Bachelors,Female,714.0,Self-Employed
36.0,74538.51,24700.53,Yes,High School,Female,753.0,Self-Employed
47.0,54039.69,17065.39,Yes,Masters,Male,730.0,Employed
43.0,61229.39,7023.14,Yes,Masters,Male,685.0,Unemployed
48.0,78501.75,12813.48,Yes,Bachelors,Male,591.0,Employed
30.0,62440.92,15521.28,Yes,Masters,Male,737.0,Employed
30.0,58293.08,7468.4,Yes,Masters,Female,767.0,Employed
38.0,58935.83,12660.7,Yes,Bachelors,Female,713.0,Employed
23.0,79594.61,10194.88,Yes,PhD,Female,762.0,Employed
35.0,42365.7,13019.1,Yes,Bachelors,Female,731.0,Employed
41.0,48262.01,15350.11,Yes,PhD,Male,719.0,Unemployed
56.0,51447.1,18493.4,Yes,Masters,Female,743.0,Employed
42.0,47918.12,9230.7,No,Masters,Male,721.0,Employed
44.0,53527.32,,No,Bachelors,Male,783.0,Employed
50.0,87937.24,13363.52,Yes,Bachelors,Female,752.0,Employed
28.0,90727.12,13898.92,No,Bachelors,Female,723.0,Employed
36.0,75434.14,10903.12,Yes,Masters,Male,810.0,Employed
62.0,74296.26,14762.7,Yes,PhD,Female,694.0,Unemployed
37.0,56600.36,17468.43,No,Bachelors,Male,745.0,Self-Employed
49.0,28378.14,8040.85,Yes,PhD,Male,747.0,Unemployed
48.0,,23642.02,Yes,Bachelors,Female,772.0,Self-Employed
23.0,75954.73,19708.14,Yes,Bachelors,Female,738.0,Self-Employed
41.0,56526.5,7127.04,Yes,Masters,Female,709.0,Employed
39.0,48478.56,22234.2,No,Bachelors,Female,718.0,Employed
41.0,44531.69,22572.83,Yes,Bachelors,Female,744.0,Employed
30.0,73352.71,12485.97,No,PhD,Male,829.0,Employed
27.0,71638.08,16028.36,Yes,Masters,Female,645.0,Employed
33.0,93891.13,15452.41,Yes,Masters,Male,770.0,Employed
37.0,53891.14,8112.52,Yes,Bachelors,Female,773.0,Employed
50.0,64241.3,20134.86,Yes,High School,Female,762.0,Self-Employed
56.0,70344.01,5595.68,Yes,High School,Female,723.0,Unemployed
52.0,59002.82,16446.94,Yes,Bachelors,Female,699.0,Self-Employed
47.0,86780.32,22839.99,No,Bachelors,Male,696.0,Employed
28.0,94762.92,6556.26,Yes,High School,Female,768.0,Self-Employed
34.0,47888.66,13534.5,No,Bachelors,Female,764.0,Unemployed
40.0,60838.34,20699.23,Yes,Masters,Male,642.0,Employed
,,17011.53,Yes,High School,Female,679.0,Self-Employed
44.0,76463.28,19167.47,Yes,Bachelors,Male,714.0,Employed
45.0,72344.24,11563.5,Yes,Bachelors,Male,695.0,Employed
43.0,76824.81,,Yes,Bachelors,Male,754.0,Self-Employed
48.0,83117.79,14001.55,No,Masters,Female,695.0,Self-Employed
29.0,77783.28,16326.69,Yes,Masters,Male,861.0,Employed
47.0,74271.9,17999.33,No,Bachelors,Male,697.0,Employed
31.0,70191.5,17223.03,Yes,Masters,Male,677.0,Self-Employed
,96964.49,19893.69,Yes,Bachelors,Male,772.0,Employed
43.0,64674.32,15579.09,Yes,Masters,Male,708.0,Employed
50.0,70024.74,9762.12,No,Bachelors,Female,,Self-Employed
43.0,101039.87,8224.62,Yes,Bachelors,Male,786.0,Self-Employed
38.0,76514.53,18791.67,Yes,Bachelors,Female,774.0,Employed
41.0,68668.29,20029.25,Yes,Bachelors,Male,698.0,Employed
39.0,82614.93,24856.73,No,High School,Male,643.0,Employed
27.0,74545.79,27117.71,Yes,High School,Male,802.0,Employed
26.0,55217.7,19861.91,Yes,Masters,Female,654.0,Employed
37.0,74902.03,16832.92,No,Masters,Female,822.0,Self-Employed
39.0,53824.65,12897.66,Yes,Bachelors,Female,714.0,Employed
38.0,106535.45,10631.2,Yes,Bachelors,Male,707.0,Unemployed
45.0,74775.54,15334.17,Yes,Bachelors,Male,694.0,Employed
36.0,51235.85,14475.33,Yes,Bachelors,Female,724.0,Employed
44.0,62147.38,24525.97,Yes,Bachelors,Female,688.0,Employed
37.0,85191.57,17930.08,Yes,Masters,Male,742.0,Employed
56.0,48177.42,13850.86,No,Masters,Female,716.0,Employed
39.0,124409.29,10591.42,No,Masters,Female,666.0,Employed
61.0,40894.94,17670.82,Yes,Bachelors,Male,672.0,Employed
42.0,88513.1,15690.03,Yes,Bachelors,Female,705.0,Employed
36.0,60267.82,12742.52,No,Bachelors,Male,610.0,Employed
29.0,53822.67,,Yes,Bachelors,Male,641.0,Employed
24.0,80754.64,17745.67,Yes,Masters,Female,783.0,Employed
28.0,60920.86,12964.11,No,Masters,Male,,Employed
29.0,101831.06,13382.98,Yes,High School,Male,767.0,Self-Employed
42.0,41974.16,12576.93,Yes,High School,Female,754.0,Self-Employed
33.0,81245.57,29171.97,Yes,Bachelors,Female,744.0,Employed
40.0,64495.55,15789.19,Yes,Masters,Female,743.0,Employed
51.0,75925.58,10883.97,Yes,PhD,Female,687.0,Employed
37.0,80281.9,2135.61,Yes,Bachelors,Male,772.0,Employed
,35367.63,6796.99,Yes,High School,Female,673.0,Self-Employed
26.0,74680.14,13535.47,Yes,Bachelors,Female,847.0,Self-Employed
36.0,91781.07,23475.2,Yes,Bachelors,Female,695.0,Employed
,79327.74,26434.32,Yes,High School,Male,673.0,Self-Employed
47.0,62624.59,13808.64,No,Bachelors,Female,884.0,Employed
,41723.9,16820.9,No,Masters,Female,667.0,Employed
24.0,80159.01,14173.05,No,Masters,Female,760.0,Employed
37.0,107522.14,17276.54,No,Masters,Male,737.0,Employed
54.0,83237.38,13797.72,Yes,Masters,Male,753.0,Unemployed
40.0,93154.38,12213.91,Yes,PhD,Male,778.0,Employed
24.0,88660.33,11716.43,Yes,High School,Female,760.0,Employed
26.0,62138.42,18550.22,No,Bachelors,Male,644.0,Employed
55.0,71809.76,21513.87,No,High School,Female,737.0,Self-Employed
32.0,87370.46,12753.47,No,Bachelors,Male,736.0,Employed
29.0,38405.6,18637.0,Yes,PhD,Female,759.0,Employed
53.0,83034.86,15783.35,Yes,Bachelors,Male,720.0,Self-Employed
48.0,95178.36,13087.57,No,Bachelors,Male,679.0,Self-Employed
51.0,68972.81,18390.98,Yes,PhD,Female,675.0,Employed
28.0,86280.4,21739.84,Yes,Masters,Female,714.0,Unemployed
23.0,58912.57,10879.45,Yes,Masters,Male,660.0,Employed
39.0,70764.69,13386.84,No,High School,Male,692.0,Employed
41.0,64537.75,22333.63,No,High School,Male,696.0,Employed
42.0,79196.25,14787.15,Yes,High School,Female,,Employed
53.0,67909.49,11026.66,Yes,Masters,Male,839.0,Employed
21.0,36476.41,15849.38,Yes,High School,Male,672.0,Employed
47.0,55637.45,15043.22,Yes,Masters,Female,583.0,Employed
27.0,108850.17,20278.01,Yes,Bachelors,Male,737.0,Self-Employed
47.0,81350.7,14781.71,Yes,Masters,Male,679.0,Employed
,28041.57,14949.25,Yes,Bachelors,Male,777.0,Employed
30.0,94156.38,14740.65,Yes,Masters,Male,712.0,Employed
32.0,46943.57,15837.66,Yes,Masters,Female,725.0,Employed
24.0,87867.5,22582.92,Yes,Bachelors,Female,653.0,Employed
38.0,95844.68,18624.2,Yes,Masters,Male,,Employed
30.0,72033.8,9787.79,No,Bachelors,Female,784.0,Employed
46.0,50062.14,16407.86,Yes,High School,Female,764.0,Self-Employed
44.0,55696.72,16728.77,Yes,Masters,Female,729.0,Employed
55.0,82585.16,16883.06,Yes,Masters,Female,659.0,Employed
42.0,47290.31,7600.86,No,High School,Female,745.0,Employed
43.0,58362.14,15731.39,Yes,Bachelors,Male,739.0,Employed
52.0,80257.88,12160.46,Yes,High School,Male,784.0,Employed
32.0,56976.51,7513.32,No,High School,Male,735.0,Unemployed
23.0,98415.63,21046.29,Yes,PhD,Female,749.0,Employed
40.0,49238.41,13588.72,Yes,High School,Female,701.0,Employed
24.0,4236.87,13663.42,Yes,Masters,Male,692.0,Employed
63.0,54435.58,19410.55,No,PhD,Male,744.0,Employed
53.0,76202.47,20120.38,No,High School,Male,733.0,Employed
60.0,87266.6,13755.96,Yes,Masters,Male,734.0,Self-Employed
39.0,61832.23,15146.54,Yes,High School,Female,727.0,Employed
44.0,64455.4,9949.43,Yes,Masters,Female,617.0,Employed
33.0,69382.27,10288.05,No,High School,Male,750.0,Self-Employed
47.0,104838.24,21489.04,No,Bachelors,Male,754.0,Employed
,77575.18,15227.31,Yes,Masters,Female,690.0,Self-Employed
13.0,60144.54,19849.95,Yes,Masters,Female,754.0,Employed
30.0,111035.3,14173.72,Yes,Bachelors,Male,712.0,Self-Employed
23.0,70224.16,17100.65,Yes,Masters,Female,726.0,Employed
53.0,28493.66,,Yes,Masters,Female,686.0,Employed
56.0,42263.46,19303.53,Yes,High School,Female,719.0,Employed
24.0,81164.73,14855.03,Yes,Bachelors,Female,,Employed
51.0,34455.46,12650.18,Yes,Masters,Female,705.0,Self-Employed
48.0,79961.02,18142.81,Yes,Bachelors,Female,812.0,Unemployed
22.0,54400.64,19968.66,Yes,Bachelors,Female,728.0,Employed
34.0,93554.32,12971.05,Yes,Masters,Male,704.0,Employed
32.0,73350.26,9019.55,Yes,Masters,Female,702.0,Employed
45.0,37259.55,23327.83,Yes,Bachelors,Male,686.0,Unemployed
26.0,88284.46,13921.78,Yes,Masters,Male,726.0,Unemployed
37.0,97271.95,5404.86,Yes,Bachelors,Male,670.0,Self-Employed
31.0,44463.33,12890.31,Yes,Bachelors,Male,758.0,Self-Employed
43.0,53944.23,17248.05,No,High School,Female,763.0,Self-Employed
36.0,80047.68,14590.74,Yes,Masters,Male,755.0,Employed
33.0,83634.3,14354.79,Yes,PhD,Female,769.0,Employed
36.0,117064.91,13240.56,Yes,Bachelors,Female,767.0,Employed
58.0,87818.17,12895.03,No,Masters,Female,736.0,Employed
,118015.68,8610.33,Yes,Masters,Female,787.0,Employed
28.0,,8511.89,Yes,Bachelors,Female,744.0,Employed
44.0,77672.53,16819.91,No,Masters,Female,691.0,Self-Employed
37.0,58637.42,21152.22,Yes,PhD,Female,717.0,Unemployed
24.0,59547.94,13620.66,Yes,PhD,Male,765.0,Self-Employed
60.0,72942.01,21929.06,No,Bachelors,Male,744.0,Employed
34.0,58349.92,20494.12,Yes,Bachelors,Male,,Self-Employed
34.0,18718.28,14340.61,No,Masters,Male,723.0,Employed
40.0,56663.99,18189.55,No,Masters,Male,682.0,Employed
55.0,91533.88,17446.73,Yes,Bachelors,Male,761.0,Unemployed
21.0,71456.18,12475.08,Yes,Masters,Male,,Employed
41.0,71568.19,4211.22,No,Bachelors,Male,641.0,Unemployed
59.0,54731.1,15693.8,Yes,Masters,Male,741.0,Employed
39.0,76659.01,18507.45,Yes,PhD,Male,667.0,Employed
26.0,103173.17,12232.42,Yes,Bachelors,Male,651.0,Employed
32.0,98014.13,25035.58,Yes,Bachelors,Male,785.0,Employed
40.0,77317.38,20162.3,No,Bachelors,Male,776.0,Employed
51.0,52925.52,7637.03,Yes,Bachelors,Male,731.0,Employed
35.0,105343.96,14026.99,Yes,Bachelors,Male,695.0,Employed
46.0,91184.85,10800.85,Yes,PhD,Male,706.0,Self-Employed
24.0,40383.12,13163.14,Yes,Masters,Female,689.0,Employed
24.0,34864.12,18271.07,No,Masters,Male,819.0,Employed
33.0,41491.37,13741.26,Yes,Bachelors,Male,817.0,Employed
52.0,60126.63,12148.38,No,Bachelors,Male,761.0,Employed
39.0,88035.66,15470.43,No,PhD,Female,724.0,Unemployed
41.0,87559.03,18798.9,No,Masters,Female,658.0,Employed
41.0,76814.4,18749.08,Yes,PhD,Female,710.0,Employed
49.0,67190.92,18076.68,Yes,Bachelors,Female,721.0,Employed
32.0,117426.16,21851.0,No,High School,Female,686.0,Employed
45.0,70679.76,14547.57,Yes,Bachelors,Male,788.0,Employed
30.0,68260.29,13193.95,No,Masters,Male,813.0,Self-Employed
58.0,59848.43,14222.75,Yes,High School,Male,712.0,Employed
30.0,114239.87,10953.0,No,High School,Female,772.0,Employed
29.0,84418.0,10836.37,Yes,High School,Male,735.0,Employed
43.0,49310.24,18694.04,Yes,Bachelors,Male,683.0,Employed
39.0,46940.74,19153.02,No,High School,Male,778.0,Unemployed
41.0,36399.25,1770.59,Yes,Bachelors,Female,799.0,Employed
40.0,68064.61,19701.18,Yes,Masters,Male,748.0,Self-Employed
27.0,40030.46,12943.56,Yes,Bachelors,Female,698.0,Self-Employed
54.0,46647.94,11838.22,Yes,Masters,Male,761.0,Employed
47.0,91366.83,13365.21,Yes,Masters,Female,708.0,Unemployed
52.0,87819.93,8689.27,No,Masters,Female,765.0,Employed
33.0,99828.04,14159.78,No,High School,Female,794.0,Employed
,40593.59,24574.54,No,Masters,Female,688.0,Self-Employed
40.0,49953.6,7261.55,No,Bachelors,Female,750.0,Employed
49.0,57428.71,18091.7,Yes,Masters,Male,706.0,Employed
50.0,102801.7,19873.04,Yes,Bachelors,Female,779.0,Unemployed
40.0,71257.64,,Yes,Bachelors,Female,723.0,Self-Employed
23.0,106440.51,22668.65,Yes,Masters,Male,796.0,Employed
56.0,82548.88,19908.01,Yes,Masters,Male,845.0,Employed
44.0,67751.57,18354.74,No,Bachelors,Female,681.0,Employed
32.0,81476.76,20190.25,No,Masters,Male,737.0,Self-Employed
42.0,35412.38,,No,Bachelors,Male,781.0,Employed
23.0,28915.25,13254.9,Yes,PhD,Female,711.0,Employed
49.0,75185.15,18155.85,Yes,Bachelors,Male,753.0,Employed
23.0,70288.04,13635.34,No,Masters,Female,702.0,Employed
36.0,108672.35,8329.56,Yes,Masters,Female,643.0,Employed
40.0,42421.01,24183.54,Yes,PhD,Male,758.0,Employed
48.0,77449.05,12232.95,Yes,Bachelors,Female,758.0,Employed
39.0,83905.57,20477.35,No,Bachelors,Male,681.0,Employed
44.0,76856.26,17673.67,Yes,Masters,Male,703.0,Employed
38.0,91978.92,10520.48,Yes,High School,Female,712.0,Employed
38.0,57352.56,11120.78,Yes,Bachelors,Female,755.0,Self-Employed
39.0,86644.63,16986.69,Yes,Masters,Female,770.0,Unemployed
36.0,81230.5,16997.25,Yes,Bachelors,Male,747.0,Employed
21.0,,13119.11,Yes,Masters,Male,666.0,Employed
30.0,59776.73,7090.59,Yes,PhD,Female,706.0,Employed
40.0,46275.93,19016.01,Yes,Masters,Male,,Unemployed
,57428.88,374.72,Yes,Bachelors,Female,,Self-Employed
36.0,48738.83,16740.69,Yes,Masters,Male,769.0,Employed
35.0,58700.44,,Yes,High School,Male,786.0,Employed
29.0,63314.33,5753.79,Yes,Masters,Female,769.0,Employed
33.0,51772.17,,No,Masters,Female,791.0,Self-Employed
35.0,70155.47,13081.05,Yes,Bachelors,Female,724.0,Unemployed
38.0,46419.66,15974.85,Yes,High School,Male,696.0,Employed
42.0,68535.99,19889.44,No,Masters,Male,663.0,Employed
,60095.56,8267.89,No,Bachelors,Male,705.0,Employed
28.0,67575.38,13883.46,Yes,Masters,Female,680.0,Employed
24.0,77867.16,14177.6,No,Masters,Female,812.0,Employed
64.0,61635.38,5256.31,Yes,Bachelors,Female,764.0,Employed
27.0,54440.75,17868.0,Yes,PhD,Male,674.0,Employed
33.0,56909.43,23142.95,Yes,High School,Female,712.0,Employed
43.0,90462.47,18352.93,Yes,Bachelors,Female,692.0,Employed
42.0,95526.3,15649.26,Yes,High School,Female,689.0,Self-Employed
43.0,59702.02,19429.64,Yes,Masters,Female,702.0,Employed
34.0,66909.34,12025.15,Yes,Bachelors,Female,704.0,Employed
40.0,35912.03,10592.57,No,High School,Female,699.0,Employed
39.0,,17568.21,Yes,Masters,Female,723.0,Employed
35.0,40968.89,16144.7,Yes,High School,Male,706.0,Self-Employed
40.0,60233.25,16569.46,Yes,High School,Female,778.0,Self-Employed
49.0,91547.45,10705.65,Yes,High School,Male,722.0,Employed
38.0,39962.01,7475.05,Yes,Bachelors,Female,720.0,Employed
38.0,51959.78,9804.3,No,Bachelors,Female,698.0,Employed
49.0,52058.05,10736.08,Yes,Bachelors,Female,714.0,Employed
48.0,36622.93,,No,Bachelors,Male,657.0,Employed
54.0,87254.11,17375.89,No,PhD,Female,707.0,Self-Employed
20.0,75544.76,8553.28,No,Bachelors,Male,782.0,Employed
47.0,106177.08,8276.94,No,Masters,Male,685.0,Employed
44.0,50093.63,13690.39,No,PhD,Female,737.0,Employed
29.0,34556.97,10469.61,Yes,Masters,Male,781.0,Employed
41.0,88826.38,7110.93,Yes,Masters,Male,,Employed
49.0,62783.24,7663.62,Yes,PhD,Male,704.0,Employed
30.0,60667.52,17677.73,No,High School,Female,752.0,Employed
42.0,99560.53,,No,Masters,Female,719.0,Employed
47.0,73395.25,7431.93,Yes,Masters,Female,764.0,Employed
27.0,88083.92,22279.7,Yes,Bachelors,Male,736.0,Self-Employed
37.0,57547.05,11443.57,Yes,Masters,Female,640.0,Employed
41.0,55497.11,17649.23,No,Masters,Male,693.0,Self-Employed
30.0,62692.54,14459.59,No,High School,Female,732.0,Employed
29.0,,15489.53,Yes,PhD,Male,773.0,Employed
37.0,71018.0,15103.64,No,Bachelors,Male,760.0,Employed
46.0,79359.22,8105.94,No,Bachelors,Male,766.0,Employed
44.0,17935.35,26220.38,Yes,Bachelors,Female,712.0,Employed
29.0,32360.63,11197.28,Yes,Bachelors,Female,688.0,Employed
45.0,26926.42,19126.99,Yes,Bachelors,Male,691.0,Employed
30.0,62414.12,11046.36,No,Bachelors,Female,685.0,Employed
22.0,42046.8,9472.52,Yes,Masters,Male,830.0,Employed
34.0,103793.1,21846.28,Yes,Bachelors,Male,812.0,Employed
49.0,69572.3,22783.67,No,High School,Female,660.0,Employed
45.0,74333.77,17268.38,Yes,Bachelors,Female,741.0,Employed
38.0,48204.16,19035.37,Yes,Bachelors,Female,714.0,Employed
34.0,47580.24,8729.39,No,High School,Male,705.0,Employed
34.0,101024.77,18297.16,No,High School,Male,751.0,Employed
39.0,105648.25,18245.03,No,Bachelors,Female,695.0,Employed
27.0,78316.44,17192.68,Yes,Masters,Female,697.0,Self-Employed
35.0,29365.04,23233.1,Yes,Masters,Male,745.0,Unemployed
36.0,61490.44,3598.54,Yes,PhD,Female,787.0,Employed
24.0,76265.35,14104.0,No,Bachelors,Male,823.0,Employed
30.0,,22410.56,Yes,High School,Male,747.0,Self-Employed
42.0,27596.68,9438.09,Yes,Bachelors,Male,677.0,Employed
38.0,106990.31,18247.6,No,Bachelors,Male,757.0,Employed
35.0,53290.12,12570.83,Yes,Bachelors,Male,701.0,Employed
29.0,43177.02,15442.21,Yes,Bachelors,Male,721.0,Employed
54.0,69382.48,9713.13,No,PhD,Female,799.0,Employed
30.0,93685.07,26314.55,Yes,Bachelors,Male,791.0,Employed
41.0,80260.33,,Yes,High School,Female,766.0,Employed
33.0,43687.19,14349.11,Yes,Masters,Male,804.0,Employed
38.0,40388.13,13702.95,Yes,Bachelors,Female,604.0,Employed
43.0,26168.43,20371.65,Yes,High School,Female,686.0,Employed
24.0,64167.91,15348.56,Yes,Bachelors,Female,,Employed
38.0,,7116.71,No,Bachelors,Female,719.0,Employed
50.0,80277.41,11783.2,Yes,PhD,Female,778.0,Employed
56.0,56289.8,4189.03,Yes,PhD,Female,662.0,Self-Employed
37.0,89474.15,15364.05,No,Masters,Male,781.0,Unemployed
38.0,,23905.14,Yes,High School,Female,748.0,Self-Employed
60.0,55422.37,14003.71,No,Bachelors,Male,727.0,Employed
49.0,77823.49,16700.07,No,High School,Female,639.0,Employed
32.0,96579.44,20510.96,Yes,Bachelors,Female,832.0,Employed
32.0,50785.88,11546.33,Yes,High School,Female,662.0,Employed
48.0,65733.44,20498.7,Yes,Bachelors,Male,652.0,Employed
28.0,65344.24,24561.94,No,Bachelors,Male,753.0,Unemployed
49.0,62845.7,6126.88,No,Bachelors,Female,777.0,Employed
41.0,86037.93,20684.85,Yes,Bachelors,Male,715.0,Self-Employed
43.0,87621.65,7586.95,Yes,Bachelors,Male,679.0,Employed
35.0,78133.46,11126.19,Yes,Masters,Female,698.0,Employed
32.0,77178.7,,Yes,Masters,Male,742.0,Employed
53.0,58755.83,16610.82,Yes,Masters,Male,692.0,Employed
36.0,76610.56,12705.98,No,High School,Male,783.0,Employed
34.0,44296.61,26168.4,No,Masters,Male,681.0,Employed
37.0,119570.84,13350.92,Yes,Bachelors,Male,642.0,Employed
40.0,97005.33,20481.86,No,PhD,Female,800.0,Unemployed
28.0,89130.73,13472.44,Yes,Bachelors,Male,686.0,Employed
32.0,78166.75,17289.11,Yes,Masters,Male,746.0,Self-Employed
32.0,78183.64,17460.04,Yes,Bachelors,Female,,Employed
46.0,36197.58,15401.69,Yes,Bachelors,Female,688.0,Self-Employed
29.0,44827.77,7907.0,Yes,Masters,Female,752.0,Employed
20.0,47320.61,16385.31,No,Bachelors,Male,699.0,Self-Employed
18.0,71167.01,12102.42,Yes,Masters,Male,686.0,Employed
23.0,64369.58,12710.69,Yes,PhD,Male,718.0,Employed
52.0,86226.57,17966.92,Yes,Bachelors,Female,808.0,Employed
38.0,50689.05,17622.54,Yes,Bachelors,Female,736.0,Employed
43.0,90532.27,11220.88,Yes,Bachelors,Female,767.0,Employed
43.0,53592.39,16087.57,Yes,High School,Male,724.0,Employed
39.0,61640.73,15101.74,Yes,Bachelors,Female,694.0,Employed
37.0,87908.9,10690.97,No,PhD,Male,737.0,Employed
48.0,80093.09,10999.02,Yes,High School,Male,,Unemployed
39.0,44970.88,11078.77,Yes,Bachelors,Female,698.0,Self-Employed
52.0,91281.21,14945.0,No,PhD,Female,758.0,Employed
44.0,71779.73,13479.07,Yes,PhD,Male,742.0,Employed
32.0,27155.87,16046.51,Yes,PhD,Female,689.0,Employed
33.0,53146.36,10601.75,No,Bachelors,Female,765.0,Self-Employed
31.0,61807.47,14134.36,Yes,Masters,Female,720.0,Self-Employed
50.0,46613.23,14511.55,Yes,Bachelors,Female,762.0,Employed
34.0,96854.25,16631.54,Yes,High School,Male,687.0,Employed
30.0,62504.82,22348.92,Yes,High School,Female,677.0,Employed
41.0,79203.66,20371.47,Yes,Masters,Female,697.0,Employed
37.0,74131.75,14627.78,Yes,High School,Female,721.0,Self-Employed
41.0,,7026.07,Yes,Bachelors,Female,711.0,Employed
57.0,103461.01,12435.03,No,Masters,Female,784.0,Employed
47.0,83514.01,19604.9,No,High School,Male,680.0,Self-Employed
38.0,104852.28,14723.98,Yes,Masters,Female,621.0,Employed
24.0,84045.04,8711.84,Yes,Bachelors,Male,720.0,Employed
33.0,,13972.22,No,High School,Male,745.0,Employed
45.0,76429.12,12646.13,Yes,Bachelors,Male,702.0,Self-Employed
26.0,17492.63,21304.04,Yes,Masters,Female,731.0,Employed
59.0,60896.89,12087.78,Yes,High School,Female,681.0,Employed
38.0,67128.35,17071.2,Yes,Masters,Female,674.0,Employed
38.0,78761.09,18441.34,No,Bachelors,Male,748.0,Unemployed
31.0,69489.81,8806.96,No,Bachelors,Female,751.0,Employed
43.0,76677.52,11276.67,Yes,High School,Female,749.0,Employed
26.0,43536.2,12865.27,No,High School,Male,748.0,Employed
60.0,38373.14,15688.72,Yes,Masters,Male,741.0,Employed
51.0,46337.36,,No,Bachelors,Male,713.0,Self-Employed
48.0,101423.89,8121.93,No,Masters,Male,755.0,Employed
24.0,44642.02,9963.94,No,Bachelors,Female,679.0,Employed
40.0,54227.9,19700.45,No,Masters,Female,782.0,Employed
50.0,72103.07,25360.49,Yes,Masters,Male,765.0,Employed
44.0,38167.54,16526.91,Yes,Bachelors,Male,646.0,Employed
28.0,52553.1,20393.58,Yes,Masters,Female,761.0,Employed
31.0,83535.64,16769.77,Yes,Masters,Male,761.0,Self-Employed
33.0,61239.15,18492.03,Yes,Bachelors,Male,840.0,Employed
32.0,103669.72,18703.51,Yes,Bachelors,Female,668.0,Employed
53.0,36028.88,18388.97,No,Bachelors,Male,654.0,Employed
19.0,63087.94,16777.12,No,Bachelors,Male,771.0,Unemployed
45.0,61244.44,15712.52,No,Bachelors,Male,742.0,Self-Employed
25.0,69821.32,12971.33,Yes,Masters,Female,653.0,Employed
28.0,45464.73,17627.71,Yes,Masters,Female,822.0,Employed
18.0,58390.44,16551.93,No,Masters,Male,702.0,Employed
33.0,85782.47,10463.72,Yes,Bachelors,Female,700.0,Employed
53.0,64611.97,20943.07,Yes,PhD,Male,759.0,Employed
41.0,48605.44,19957.96,Yes,Masters,Female,833.0,Self-Employed
26.0,111601.01,15966.44,Yes,Bachelors,Female,696.0,Employed
48.0,70982.0,20889.2,No,Bachelors,Female,750.0,Self-Employed
50.0,82266.88,18637.14,No,Bachelors,Female,671.0,Self-Employed
39.0,85282.89,12799.36,No,PhD,Female,718.0,Employed
58.0,68584.84,5924.32,Yes,Bachelors,Male,807.0,Employed
46.0,54205.13,5755.1,Yes,Bachelors,Male,794.0,Self-Employed
45.0,73983.95,21311.67,Yes,Masters,Male,698.0,Self-Employed
30.0,55997.77,14858.61,No,Bachelors,Male,765.0,Employed
44.0,77431.38,13148.13,Yes,Bachelors,Male,729.0,Employed
40.0,66715.19,11702.25,No,High School,Female,716.0,Self-Employed
43.0,90588.3,15318.17,No,Masters,Male,631.0,Employed
31.0,47169.99,19573.39,Yes,High School,Male,699.0,Employed
39.0,84370.34,10938.39,Yes,PhD,Female,668.0,Employed
30.0,82275.61,15473.26,Yes,Bachelors,Male,735.0,Employed
17.0,65219.53,28290.28,Yes,PhD,Male,680.0,Employed
48.0,84603.91,24074.94,No,Bachelors,Female,608.0,Employed
23.0,78377.86,3840.72,Yes,High School,Female,737.0,Employed
39.0,83343.04,5926.56,Yes,Masters,Male,749.0,Employed
41.0,82070.32,24029.64,Yes,High School,Female,683.0,Employed
41.0,71002.41,19479.76,Yes,Masters,Female,604.0,Self-Employed
,58075.91,15257.14,No,Masters,Male,704.0,Employed
41.0,57844.9,17642.33,Yes,High School,Male,678.0,Self-Employed
43.0,65707.07,13418.04,Yes,Masters,Male,649.0,Employed
45.0,86862.87,11670.89,Yes,Bachelors,Male,711.0,Self-Employed
55.0,82644.98,18651.85,Yes,High School,Female,701.0,Employed
40.0,90119.63,14515.38,Yes,High School,Male,681.0,Self-Employed
39.0,,19322.66,Yes,Bachelors,Female,736.0,Employed
29.0,65660.13,12256.57,Yes,PhD,Female,726.0,Self-Employed
42.0,109248.43,18564.29,Yes,Bachelors,Female,700.0,Self-Employed
45.0,67920.4,16559.98,Yes,PhD,Female,730.0,Employed
36.0,60122.07,8326.88,Yes,Bachelors,Male,716.0,Employed
43.0,76666.66,22371.51,Yes,Bachelors,Male,673.0,Employed
35.0,79674.24,7960.96,Yes,Bachelors,Male,,Employed
45.0,55168.8,21654.88,No,High School,Male,750.0,Employed
47.0,66826.96,17274.6,Yes,Bachelors,Male,709.0,Employed
47.0,61060.57,18203.31,Yes,Masters,Female,844.0,Employed
39.0,72830.86,12535.29,Yes,Masters,Female,718.0,Unemployed
28.0,85917.18,13155.37,Yes,Masters,Female,742.0,Employed
32.0,64681.81,15019.22,No,Bachelors,Male,730.0,Self-Employed
44.0,81454.3,8555.52,Yes,Masters,Female,751.0,Self-Employed
62.0,42223.05,17876.11,Yes,Bachelors,Male,750.0,Employed
35.0,87795.72,13207.8,No,High School,Male,690.0,Employed
43.0,60931.39,4400.63,Yes,High School,Female,733.0,Self-Employed
32.0,60574.77,24436.8,Yes,PhD,Female,705.0,Employed
28.0,78006.8,,Yes,High School,Female,,Employed
31.0,79058.03,16627.67,Yes,Masters,Male,711.0,Unemployed
17.0,67753.84,,Yes,Bachelors,Female,710.0,Employed
52.0,52224.03,16661.67,Yes,Bachelors,Female,786.0,Unemployed
16.0,60408.62,18678.72,Yes,Bachelors,Female,679.0,Employed
35.0,71904.85,7730.14,Yes,High School,Female,732.0,Employed
26.0,79796.82,18018.05,Yes,Bachelors,Female,732.0,Employed
29.0,53541.02,9703.32,Yes,High School,Female,707.0,Employed
52.0,57197.16,8567.95,Yes,PhD,Female,777.0,Employed
40.0,75258.87,10597.53,Yes,PhD,Female,746.0,Unemployed
28.0,68335.44,25503.01,Yes,Bachelors,Female,640.0,Employed
32.0,72929.97,18916.82,No,Bachelors,Female,794.0,Employed
30.0,17711.18,14911.69,Yes,Bachelors,Female,839.0,Employed
38.0,64101.75,23511.71,Yes,Masters,Male,820.0,Employed
40.0,87065.39,10387.04,Yes,High School,Female,744.0,Unemployed
57.0,57682.5,9866.48,No,Bachelors,Male,665.0,Employed
19.0,79730.51,10417.79,Yes,PhD,Female,728.0,Self-Employed
38.0,45825.11,24389.85,Yes,Masters,Male,656.0,Employed
35.0,38744.3,19343.14,No,Masters,Female,771.0,Employed
47.0,78356.35,10921.22,No,Bachelors,Female,748.0,Employed
42.0,68910.7,11541.46,Yes,Masters,Male,831.0,Employed
44.0,63282.26,16415.77,No,Bachelors,Female,762.0,Employed
41.0,86929.33,9331.89,Yes,Bachelors,Male,679.0,Unemployed
29.0,63763.18,14109.54,No,Masters,Female,788.0,Self-Employed
50.0,57347.62,10034.02,Yes,Bachelors,Male,717.0,Self-Employed
46.0,55183.6,14654.79,No,PhD,Male,,Employed
47.0,50953.1,19077.82,No,Masters,Male,736.0,Employed
51.0,79332.95,23714.68,Yes,PhD,Male,697.0,Self-Employed
42.0,63758.04,7173.53,Yes,Bachelors,Male,692.0,Employed
53.0,92850.42,17999.82,No,Masters,Female,842.0,Employed
42.0,10953.37,18389.02,Yes,Bachelors,Female,782.0,Employed
36.0,88456.81,,Yes,Masters,Male,752.0,Self-Employed
38.0,77192.59,12037.04,Yes,Bachelors,Female,724.0,Employed
38.0,68183.52,12031.3,No,PhD,Male,649.0,Unemployed
33.0,44171.73,5734.93,No,PhD,Female,771.0,Employed
54.0,36802.45,18894.74,Yes,Bachelors,Female,695.0,Unemployed
41.0,85021.81,11178.29,Yes,Bachelors,Male,709.0,Employed
39.0,74842.93,6656.36,Yes,Masters,Female,765.0,Employed
42.0,74464.37,16614.2,No,Bachelors,Male,642.0,Employed
68.0,67950.58,16567.36,Yes,Masters,Female,714.0,Employed
27.0,86996.15,19234.86,Yes,Bachelors,Male,730.0,Self-Employed
30.0,58282.56,24087.43,Yes,High School,Female,756.0,Employed
24.0,63271.9,15201.17,Yes,Bachelors,Female,698.0,Unemployed
36.0,66468.09,13503.31,Yes,Masters,Male,644.0,Employed
40.0,65726.8,13046.45,Yes,Bachelors,Female,730.0,Employed
33.0,96731.45,13528.46,No,PhD,Male,677.0,Employed
33.0,44911.24,11311.17,Yes,PhD,Female,747.0,Employed
39.0,30908.59,12830.41,Yes,Masters,Female,775.0,Employed
33.0,40919.48,11392.99,Yes,High School,Female,730.0,Employed
41.0,83673.02,9805.96,Yes,Masters,Male,658.0,Employed
49.0,67984.51,23683.56,No,Masters,Female,732.0,Employed
45.0,38025.59,21927.99,Yes,Bachelors,Male,731.0,Employed
47.0,71993.3,5685.59,Yes,Bachelors,Male,683.0,Employed
49.0,63520.29,16589.27,No,Masters,Male,787.0,Self-Employed
41.0,81189.89,14675.24,No,Bachelors,Female,731.0,Employed
36.0,85885.33,15724.64,Yes,Masters,Male,730.0,Employed
30.0,120363.18,7745.1,Yes,High School,Female,722.0,Self-Employed
34.0,46356.98,5763.07,Yes,PhD,Female,808.0,Employed
33.0,32744.8,,No,Masters,Female,798.0,Employed
45.0,81782.35,13151.23,Yes,High School,Male,704.0,Unemployed
41.0,89734.25,12252.97,No,Bachelors,Female,767.0,Employed
45.0,44486.11,13965.6,Yes,Masters,Male,718.0,Employed
26.0,44505.42,17998.57,No,High School,Male,756.0,Employed
52.0,76887.33,19406.74,No,Masters,Female,685.0,Employed
34.0,104289.66,10094.4,Yes,Bachelors,Female,711.0,Employed
27.0,52467.82,10562.54,Yes,Masters,Female,640.0,Unemployed
34.0,71741.34,15750.01,Yes,High School,Female,720.0,Employed
63.0,32017.11,,No,High School,Female,677.0,Employed
34.0,66028.29,13930.98,No,High School,Female,654.0,Employed
35.0,67727.05,15724.45,Yes,Masters,Male,726.0,Self-Employed
36.0,99350.81,8182.34,No,Masters,Female,666.0,Employed
37.0,55866.44,4022.24,Yes,Masters,Female,687.0,Unemployed
30.0,83728.21,26566.35,Yes,Masters,Female,817.0,Self-Employed
39.0,54564.76,16385.92,Yes,Bachelors,Male,671.0,Self-Employed
49.0,71806.65,9909.22,No,Bachelors,Female,705.0,Employed
41.0,111546.42,4287.23,Yes,Masters,Female,668.0,Self-Employed
27.0,105862.03,22228.88,Yes,Bachelors,Female,790.0,Employed
35.0,109211.36,10279.13,Yes,Masters,Male,731.0,Self-Employed
32.0,77951.44,,Yes,Bachelors,Male,777.0,Employed
39.0,65794.75,11416.3,No,Bachelors,Male,741.0,Employed
51.0,75698.51,15686.57,No,PhD,Male,731.0,Unemployed
37.0,79320.97,18193.27,No,Bachelors,Male,749.0,Employed
37.0,77786.29,13501.47,Yes,Bachelors,Female,631.0,Employed
56.0,55772.27,9757.4,No,Bachelors,Female,663.0,Employed
47.0,,26488.33,Yes,Masters,Female,744.0,Self-Employed
44.0,58074.84,12542.36,Yes,Bachelors,Male,736.0,Employed
58.0,91406.31,15053.56,No,Masters,Male,665.0,Employed
43.0,93580.74,7496.08,No,Bachelors,Female,725.0,Self-Employed
18.0,133668.68,17896.04,Yes,Bachelors,Female,707.0,Employed
46.0,78512.92,20457.95,No,High School,Male,771.0,Employed
22.0,54231.42,10699.29,Yes,PhD,Male,733.0,Employed
43.0,60422.2,5798.31,Yes,Bachelors,Female,739.0,Self-Employed
21.0,66849.96,13091.09,Yes,Bachelors,Male,683.0,Employed
33.0,100124.97,24480.72,Yes,Masters,Male,704.0,Employed
34.0,84658.78,11796.91,Yes,Masters,Female,678.0,Self-Employed
30.0,43063.83,27663.83,Yes,Bachelors,Male,721.0,Employed
35.0,68863.13,12196.51,Yes,Bachelors,Male,720.0,Employed
48.0,40570.47,5876.56,No,High School,Male,755.0,Employed
31.0,81849.56,12450.07,Yes,High School,Female,781.0,Employed
43.0,55863.84,5645.3,Yes,High School,Female,717.0,Employed
28.0,57775.32,11404.1,No,Bachelors,Female,608.0,Employed
36.0,32425.37,16910.81,No,Bachelors,Female,788.0,Employed
41.0,85136.37,12675.49,Yes,High School,Male,753.0,Employed
28.0,94173.33,20505.53,Yes,PhD,Male,678.0,Self-Employed
25.0,56141.15,12319.89,Yes,PhD,Male,930.0,Unemployed
43.0,66759.7,7541.49,Yes,High School,Male,724.0,Employed
49.0,60413.86,15738.98,No,Masters,Male,689.0,Employed
37.0,65634.8,14258.12,No,Bachelors,Female,698.0,Unemployed
33.0,53606.89,14881.98,Yes,High School,Male,770.0,Self-Employed
40.0,47994.97,8632.92,Yes,Masters,Male,690.0,Employed
,97372.39,16338.88,Yes,Bachelors,Male,646.0,Self-Employed
40.0,,21944.39,No,Masters,Female,783.0,Employed
13.0,80082.29,8429.45,Yes,High School,Male,719.0,Self-Employed
27.0,75666.64,5448.37,No,Bachelors,Female,695.0,Employed
30.0,103078.38,7279.13,Yes,Masters,Male,765.0,Employed
40.0,65272.28,14856.48,Yes,Masters,Female,726.0,Employed
40.0,62573.94,6961.58,Yes,High School,Female,704.0,Self-Employed
44.0,53830.78,16632.36,Yes,Masters,Female,707.0,Employed
41.0,77111.27,16783.09,Yes,Masters,Female,739.0,Employed
25.0,55835.37,,Yes,Bachelors,Male,777.0,Employed
52.0,47424.29,27945.11,No,Bachelors,Male,742.0,Employed
51.0,55258.32,5671.83,No,Bachelors,Male,809.0,Employed
25.0,51063.74,6463.3,No,Masters,Female,652.0,Self-Employed
41.0,49880.87,21392.88,Yes,Masters,Female,674.0,Employed
32.0,71706.18,17663.1,No,PhD,Female,630.0,Employed
39.0,66109.27,20738.53,No,Masters,Male,698.0,Self-Employed
49.0,80991.85,4794.3,No,PhD,Female,804.0,Employed
59.0,72944.6,8200.83,No,Masters,Female,752.0,Employed
46.0,45945.57,19893.54,Yes,Masters,Female,761.0,Self-Employed
41.0,27548.98,14164.42,No,Masters,Male,736.0,Self-Employed
35.0,48876.83,21570.95,No,Masters,Female,687.0,Employed
40.0,85275.33,12915.43,Yes,Bachelors,Male,794.0,Unemployed
52.0,84822.2,13939.9,No,Bachelors,Male,693.0,Employed
38.0,89693.55,26451.84,No,Bachelors,Female,711.0,Employed
29.0,86758.8,9797.07,Yes,Bachelors,Female,816.0,Employed
22.0,91742.91,18703.42,Yes,High School,Male,748.0,Self-Employed
43.0,78126.33,7162.98,Yes,High School,Female,764.0,Self-Employed
40.0,106058.82,10669.26,Yes,Bachelors,Male,697.0,Self-Employed
32.0,75873.01,,Yes,Masters,Female,651.0,Employed
48.0,109985.28,7926.38,No,Bachelors,Female,653.0,Employed
34.0,57472.23,19382.37,Yes,Bachelors,Female,689.0,Employed
37.0,56961.21,13896.47,No,PhD,Female,706.0,Employed
38.0,66152.35,10123.33,No,Bachelors,Male,720.0,Employed
34.0,69250.41,14464.5,No,High School,Male,731.0,Employed
,63575.12,12070.71,Yes,Masters,Male,726.0,Employed
50.0,80793.36,11442.47,Yes,PhD,Female,753.0,Employed
27.0,67953.59,12526.14,Yes,Masters,Female,734.0,Self-Employed
43.0,57856.49,8036.49,Yes,Masters,Female,770.0,Employed
40.0,62079.44,6187.47,Yes,Masters,Male,742.0,Self-Employed
40.0,94352.46,,Yes,Bachelors,Male,,Employed
47.0,,17517.19,No,Bachelors,Male,687.0,Employed
38.0,36474.46,17161.3,No,Bachelors,Female,747.0,Employed
43.0,100212.49,11031.72,Yes,High School,Male,656.0,Employed
45.0,78670.17,14352.37,Yes,Masters,Male,783.0,Employed
33.0,82782.62,21926.26,Yes,PhD,Male,771.0,Self-Employed
41.0,,11869.32,Yes,High School,Male,707.0,Unemployed
35.0,,13664.3,No,Bachelors,Male,700.0,Employed
37.0,51617.73,24692.95,Yes,High School,Male,768.0,Employed
35.0,48595.7,16939.78,Yes,Masters,Male,717.0,Employed
43.0,117928.02,19527.19,Yes,Bachelors,Female,765.0,Employed
39.0,56038.45,18550.1,Yes,Masters,Male,773.0,Employed
42.0,77573.07,17527.08,Yes,Bachelors,Female,682.0,Employed
38.0,102629.3,11372.79,Yes,Masters,Male,645.0,Employed
22.0,61129.88,10133.45,Yes,High School,Male,715.0,Employed
38.0,62797.55,18371.68,Yes,High School,Female,765.0,Self-Employed
39.0,88529.28,17616.97,Yes,Bachelors,Female,717.0,Employed
40.0,74257.48,16160.04,No,Bachelors,Female,771.0,Employed
32.0,79902.25,16459.14,No,PhD,Female,663.0,Self-Employed
26.0,68391.47,11138.55,Yes,Masters,Female,628.0,Employed
44.0,59472.68,9111.07,Yes,Masters,Male,724.0,Self-Employed
35.0,63341.18,11334.26,Yes,Bachelors,Female,668.0,Self-Employed
40.0,93879.52,13746.15,Yes,Masters,Female,697.0,Employed
35.0,64087.62,12025.74,Yes,Masters,Female,711.0,Self-Employed
38.0,78574.47,22839.54,Yes,Masters,Male,773.0,Employed
34.0,50623.99,22378.44,Yes,PhD,Female,758.0,Employed
28.0,110805.58,19262.57,Yes,Bachelors,Female,698.0,Self-Employed
43.0,76377.5,21103.04,No,High School,Male,777.0,Employed
32.0,76792.24,8530.22,No,Bachelors,Male,826.0,Unemployed
40.0,88525.57,18589.15,Yes,Bachelors,Male,721.0,Employed
42.0,60382.08,14822.15,No,Bachelors,Female,784.0,Employed
32.0,93874.96,12696.58,Yes,Bachelors,Male,825.0,Employed
26.0,39673.9,13586.33,Yes,Bachelors,Female,757.0,Self-Employed
62.0,57711.59,13648.63,Yes,Masters,Female,706.0,Employed
33.0,53975.45,13104.65,No,PhD,Male,747.0,Self-Employed
44.0,32388.04,11923.68,Yes,Bachelors,Female,674.0,Employed
57.0,59426.3,8297.02,Yes,Bachelors,Female,687.0,Employed
46.0,68960.97,7139.11,Yes,Bachelors,Male,700.0,Employed
,48201.63,17008.54,No,PhD,Male,722.0,Employed
37.0,45313.54,953.3,Yes,Masters,Male,734.0,Self-Employed
30.0,70821.5,24727.01,No,Bachelors,Female,672.0,Employed
47.0,68400.17,11891.68,Yes,High School,Male,804.0,Employed
44.0,64685.11,6001.06,Yes,Masters,Female,715.0,Self-Employed
33.0,44677.37,17610.87,No,Masters,Female,698.0,Unemployed
28.0,62109.26,14323.28,No,Masters,Male,800.0,Self-Employed
25.0,56674.51,10261.12,Yes,High School,Female,762.0,Employed
48.0,71717.57,12129.17,Yes,PhD,Male,741.0,Employed
39.0,58823.35,14554.55,Yes,Masters,Male,741.0,Employed
40.0,69224.92,20420.93,Yes,Bachelors,Female,724.0,Unemployed
30.0,43783.65,1775.48,No,Masters,Male,720.0,Employed
23.0,42063.06,16592.38,Yes,Bachelors,Female,731.0,Employed
48.0,81150.8,23228.66,Yes,Bachelors,Male,761.0,Employed
38.0,85307.05,10926.17,Yes,Bachelors,Female,686.0,Employed
47.0,62145.52,18740.54,Yes,High School,Female,746.0,Employed
34.0,70552.72,18356.89,Yes,Bachelors,Female,689.0,Employed
36.0,61005.74,24406.72,Yes,Bachelors,Female,794.0,Unemployed
45.0,91944.51,16173.65,No,Masters,Female,705.0,Unemployed
45.0,65937.98,18517.59,Yes,Bachelors,Female,699.0,Employed
46.0,60022.49,20326.45,Yes,Masters,Female,628.0,Self-Employed
35.0,89325.98,18086.27,Yes,Bachelors,Male,697.0,Employed
44.0,54518.39,10535.45,Yes,Bachelors,Female,769.0,Unemployed
49.0,73132.33,11356.96,Yes,PhD,Female,795.0,Employed
37.0,49030.6,16336.66,Yes,High School,Female,627.0,Employed
33.0,83290.99,19337.51,Yes,PhD,Male,664.0,Unemployed
51.0,86308.38,16690.7,Yes,Masters,Male,746.0,Employed
31.0,44226.12,9818.77,Yes,PhD,Male,700.0,Self-Employed
44.0,41107.16,13773.34,No,Bachelors,Female,840.0,Unemployed
37.0,75770.83,8064.63,Yes,PhD,Male,750.0,Employed
20.0,108816.38,17939.67,No,Bachelors,Male,777.0,Self-Employed
49.0,87679.42,24897.23,Yes,Masters,Female,777.0,Self-Employed
10.0,65753.3,17634.17,Yes,High School,Female,720.0,Employed
18.0,52913.97,5222.54,Yes,Bachelors,Male,683.0,Self-Employed
43.0,45677.57,15525.29,No,Bachelors,Male,839.0,Employed
43.0,84341.49,14927.06,Yes,Bachelors,Female,692.0,Unemployed
32.0,88455.48,12347.53,Yes,Bachelors,Male,691.0,Employed
39.0,57376.81,4775.66,Yes,Bachelors,Male,735.0,Employed
13.0,65065.44,17392.8,Yes,Masters,Male,704.0,Employed
45.0,70939.13,19737.81,Yes,Bachelors,Male,673.0,Self-Employed
40.0,106256.93,10580.07,Yes,Masters,Male,731.0,Employed
38.0,71303.06,10531.34,No,High School,Male,732.0,Employed
38.0,50380.96,13412.72,No,Bachelors,Female,730.0,Self-Employed
43.0,46867.15,23713.72,No,High School,Female,649.0,Employed
38.0,51775.51,13582.81,Yes,Bachelors,Female,652.0,Employed
19.0,95280.44,11171.0,Yes,Masters,Male,717.0,Employed
60.0,80262.81,13002.93,Yes,Masters,Male,780.0,Employed
50.0,63090.13,17894.68,Yes,Bachelors,Female,770.0,Employed
25.0,11494.07,4884.46,Yes,Masters,Female,722.0,Employed
,52947.36,13840.88,Yes,Bachelors,Male,662.0,Employed
36.0,76879.39,13260.95,Yes,High School,Male,768.0,Employed
49.0,77043.35,14459.39,Yes,Bachelors,Female,817.0,Employed
16.0,76869.18,11521.7,Yes,High School,Female,762.0,Employed
33.0,43053.9,,No,Bachelors,Female,807.0,Employed
20.0,73540.03,19661.37,Yes,Bachelors,Male,761.0,Self-Employed
,50481.79,5808.22,No,Masters,Female,801.0,Employed
33.0,70037.82,22823.72,Yes,Masters,Male,739.0,Employed
39.0,54644.51,16738.97,No,Masters,Male,649.0,Unemployed
32.0,91408.64,18406.12,Yes,Bachelors,Female,729.0,Employed
30.0,76748.94,15315.72,Yes,PhD,Female,748.0,Employed
44.0,67135.35,20891.51,Yes,Bachelors,Male,664.0,Self-Employed
43.0,97607.55,17681.43,Yes,Masters,Female,608.0,Employed
44.0,62550.15,21523.84,No,Masters,Female,727.0,Self-Employed
36.0,41698.54,19229.97,Yes,Bachelors,Female,733.0,Employed
32.0,91117.47,20589.27,Yes,High School,Male,722.0,Employed
37.0,75044.2,11426.16,Yes,PhD,Female,792.0,Unemployed
43.0,63626.46,13096.71,Yes,Bachelors,Male,769.0,Employed
16.0,57125.09,15080.46,Yes,Masters,Male,781.0,Employed
42.0,80215.67,15017.31,Yes,PhD,Male,773.0,Employed
41.0,86272.7,17876.44,Yes,Bachelors,Female,704.0,Self-Employed
39.0,54665.7,11251.53,Yes,Bachelors,Female,707.0,Employed
37.0,81306.8,14968.74,Yes,Masters,Female,685.0,Employed
12.0,75012.12,18135.4,No,Bachelors,Male,758.0,Employed
34.0,53411.61,5422.78,No,Masters,Female,634.0,Self-Employed
56.0,70077.17,20283.67,No,Masters,Female,707.0,Employed
38.0,59066.95,25224.98,Yes,Masters,Female,709.0,Unemployed
35.0,94806.76,10423.18,Yes,Masters,Female,701.0,Employed
38.0,,22398.34,No,Bachelors,Female,724.0,Unemployed
42.0,100177.48,16133.02,Yes,Masters,Male,679.0,Self-Employed
45.0,72628.23,10572.45,No,Bachelors,Male,777.0,Employed
36.0,,19138.73,Yes,Bachelors,Female,770.0,Employed
42.0,26537.63,24698.24,No,Masters,Female,763.0,Employed
55.0,65827.86,12984.51,Yes,Bachelors,Female,763.0,Employed
48.0,96672.52,9668.49,Yes,Bachelors,Female,846.0,Employed
61.0,94612.4,3826.92,Yes,Bachelors,Male,730.0,Self-Employed
31.0,73326.26,14276.5,Yes,Bachelors,Male,718.0,Employed
55.0,55258.63,15816.23,Yes,Bachelors,Male,822.0,Self-Employed
30.0,61654.03,24071.28,Yes,Bachelors,Male,703.0,Unemployed
42.0,74147.0,24302.51,Yes,Bachelors,Female,691.0,Employed
45.0,91746.13,11684.42,Yes,Masters,Male,759.0,Employed
33.0,81384.0,19038.16,Yes,Masters,Male,727.0,Self-Employed
39.0,89365.69,9245.42,No,Bachelors,Male,820.0,Unemployed
47.0,82873.49,15364.68,No,Bachelors,Male,739.0,Employed
31.0,88777.7,14350.21,Yes,Masters,Male,704.0,Self-Employed
55.0,24776.01,10619.33,Yes,Masters,Female,766.0,Self-Employed
,52148.84,14398.31,Yes,Bachelors,Male,661.0,Unemployed
57.0,47903.74,19215.58,No,High School,Female,696.0,Self-Employed
48.0,46002.86,20481.95,No,Bachelors,Male,764.0,Employed
37.0,70111.4,14275.24,Yes,High School,Female,669.0,Employed
34.0,41054.41,14564.7,Yes,High School,Male,703.0,Employed
33.0,51124.67,5803.2,Yes,High School,Male,769.0,Employed
37.0,68025.89,16369.31,No,PhD,Male,781.0,Self-Employed
38.0,37927.82,13672.55,Yes,Masters,Male,,Employed
51.0,60276.64,14548.1,Yes,Masters,Female,596.0,Employed
58.0,82776.86,12592.98,Yes,PhD,Male,740.0,Self-Employed
40.0,45491.65,10255.49,Yes,Masters,Female,783.0,Self-Employed
30.0,85925.98,10633.02,No,Masters,Male,821.0,Employed
33.0,53876.53,11616.58,Yes,Bachelors,Male,663.0,Self-Employed
36.0,75432.98,8366.22,Yes,High School,Female,657.0,Employed
28.0,47875.93,16457.13,Yes,Masters,Male,735.0,Employed
26.0,79067.19,17802.32,No,Masters,Female,652.0,Employed
59.0,63928.34,14311.25,No,Bachelors,Female,711.0,Employed
41.0,79323.94,15883.6,Yes,Bachelors,Male,745.0,Employed
30.0,59096.01,13852.49,Yes,High School,Male,769.0,Employed
46.0,81121.24,20711.59,No,Masters,Male,746.0,Employed
26.0,86937.99,15270.27,No,PhD,Male,770.0,Self-Employed
27.0,72394.5,16388.31,Yes,Bachelors,Female,766.0,Employed
30.0,60409.17,19017.93,Yes,Bachelors,Male,733.0,Unemployed
55.0,65326.1,14880.66,Yes,High School,Female,737.0,Employed
35.0,44714.7,21965.6,Yes,High School,Male,802.0,Employed
14.0,74058.37,11676.7,No,Bachelors,Male,757.0,Employed
50.0,82459.27,23630.27,Yes,High School,Female,761.0,Employed
35.0,,14016.27,Yes,Masters,Male,731.0,Employed
20.0,96166.21,11736.91,Yes,High School,Male,655.0,Employed
35.0,50453.59,7156.06,Yes,Bachelors,Male,710.0,Employed
43.0,74242.15,19357.66,Yes,Bachelors,Female,737.0,Employed
42.0,67340.27,13172.6,Yes,Bachelors,Male,783.0,Employed
56.0,94359.92,15717.86,Yes,Masters,Male,803.0,Employed
,55816.55,16306.24,Yes,Bachelors,Female,708.0,Self-Employed
38.0,87561.62,12561.57,Yes,Masters,Female,777.0,Employed
31.0,,20366.99,Yes,Bachelors,Female,674.0,Employed
23.0,67880.37,17274.39,Yes,PhD,Male,737.0,Employed
47.0,52309.77,10741.61,Yes,High School,Male,771.0,Employed
43.0,30699.18,8279.31,Yes,Masters,Female,821.0,Employed
41.0,51911.66,18906.23,Yes,Masters,Female,670.0,Employed
42.0,64849.75,13794.6,No,Masters,Male,668.0,Employed
31.0,98523.39,18489.53,Yes,Masters,Male,808.0,Employed
28.0,48252.97,13751.87,Yes,Bachelors,Male,804.0,Employed
38.0,57885.4,16060.73,Yes,Masters,Male,731.0,Self-Employed
50.0,41193.02,19027.1,Yes,Bachelors,Female,745.0,Employed
54.0,93105.58,7493.94,Yes,Masters,Male,701.0,Self-Employed
46.0,60790.76,23430.5,Yes,Masters,Male,713.0,Employed
38.0,63232.67,16878.15,No,High School,Male,635.0,Employed
41.0,63045.31,4779.86,No,Masters,Female,721.0,Employed
38.0,30988.58,21740.61,Yes,PhD,Male,727.0,Self-Employed
28.0,40667.89,19943.33,Yes,Bachelors,Female,824.0,Employed
38.0,50964.36,14050.49,Yes,Bachelors,Male,795.0,Employed
25.0,82320.33,21978.82,Yes,High School,Male,748.0,Self-Employed
37.0,20015.11,11806.1,Yes,Bachelors,Female,673.0,Unemployed
54.0,,14348.83,No,High School,Female,696.0,Self-Employed
46.0,76861.97,26722.24,No,Masters,Male,709.0,Self-Employed
29.0,33702.21,17604.4,Yes,Masters,Female,772.0,Employed
37.0,,20419.5,No,Bachelors,Male,637.0,Employed
30.0,93277.21,19084.24,No,Masters,Male,,Self-Employed
,48589.57,8071.17,Yes,Masters,Male,717.0,Self-Employed
48.0,58960.47,16495.33,Yes,High School,Male,646.0,Employed
45.0,125221.12,16035.81,No,Masters,Female,768.0,Employed
63.0,76517.96,20929.1,No,PhD,Male,605.0,Employed
50.0,64840.12,22504.62,Yes,PhD,Female,709.0,Employed
40.0,60458.83,21448.89,Yes,Bachelors,Female,718.0,Employed
45.0,77461.19,12634.61,Yes,Masters,Female,792.0,Unemployed
36.0,83698.17,7814.59,No,Bachelors,Female,755.0,Employed
27.0,26884.77,17498.62,No,Bachelors,Male,629.0,Self-Employed
51.0,25321.29,14556.62,No,Bachelors,Female,674.0,Employed
48.0,50039.06,9741.21,Yes,Bachelors,Male,644.0,Employed
36.0,66923.13,11518.68,No,Bachelors,Male,715.0,Self-Employed
41.0,71511.39,14705.08,No,Masters,Female,682.0,Self-Employed
50.0,35930.83,16290.84,Yes,Masters,Male,709.0,Self-Employed
46.0,65904.33,12219.93,Yes,PhD,Male,665.0,Self-Employed
23.0,68563.22,14920.51,Yes,Bachelors,Female,684.0,Employed
40.0,53003.05,14635.33,Yes,Masters,Male,757.0,Employed
36.0,59310.19,16374.23,No,Bachelors,Female,758.0,Employed
49.0,55469.98,10120.57,No,High School,Male,672.0,Self-Employed
48.0,79286.01,11509.35,No,Bachelors,Male,600.0,Employed
51.0,70137.39,21742.99,No,Bachelors,Female,776.0,Self-Employed
27.0,47154.33,13704.69,No,Masters,Male,718.0,Self-Employed
30.0,89100.93,17382.24,Yes,Bachelors,Male,688.0,Employed
49.0,42654.15,8909.94,Yes,Bachelors,Male,662.0,Employed
32.0,35741.83,20938.71,No,Masters,Female,704.0,Self-Employed
23.0,,20757.92,No,Bachelors,Female,712.0,Unemployed
43.0,64995.61,16494.47,Yes,Bachelors,Female,755.0,Employed
33.0,71455.74,11930.07,Yes,Masters,Male,833.0,Self-Employed
56.0,46373.58,7818.63,Yes,Bachelors,Male,689.0,Employed
41.0,87861.61,26371.63,Yes,Masters,Male,785.0,Self-Employed
40.0,104294.76,12972.65,No,High School,Female,694.0,Employed
34.0,69567.03,7831.49,No,High School,Male,697.0,Employed
54.0,76320.21,12016.64,Yes,High School,Male,626.0,Employed
42.0,27697.18,16996.48,Yes,Bachelors,Female,637.0,Employed
34.0,61302.2,8762.9,No,Bachelors,Female,625.0,Employed
30.0,56080.07,12048.03,No,High School,Female,782.0,Unemployed
37.0,52837.91,7795.29,No,Bachelors,Male,748.0,Employed
28.0,56849.98,22216.1,No,Bachelors,Female,800.0,Employed
48.0,58845.7,14585.65,Yes,Bachelors,Male,653.0,Employed
20.0,40901.34,7738.34,Yes,High School,Female,708.0,Employed
37.0,60254.64,10499.56,Yes,Bachelors,Male,703.0,Employed
44.0,49166.37,11774.15,Yes,Bachelors,Male,716.0,Self-Employed
41.0,85766.67,15115.19,Yes,Masters,Female,,Employed
31.0,76606.59,10442.24,No,Bachelors,Female,765.0,Unemployed
45.0,76634.0,13174.29,Yes,High School,Female,664.0,Employed
29.0,89535.73,11813.39,Yes,Bachelors,Female,696.0,Self-Employed
38.0,53474.42,,Yes,Masters,Female,788.0,Employed
45.0,75395.78,10424.37,Yes,Bachelors,Male,731.0,Employed
43.0,91404.4,11141.94,No,PhD,Male,768.0,Employed
31.0,52076.78,8903.37,Yes,Bachelors,Female,715.0,Employed
50.0,29416.57,7782.58,Yes,High School,Male,,Employed
39.0,56186.15,12024.12,Yes,Masters,Female,743.0,Employed
45.0,89130.42,19323.17,Yes,Masters,Female,616.0,Employed
53.0,50938.61,14260.37,Yes,Masters,Female,642.0,Employed
49.0,60698.02,-915.22,Yes,High School,Male,671.0,Employed
49.0,54406.1,20050.54,Yes,Masters,Male,717.0,Employed
40.0,66192.93,11534.92,Yes,PhD,Female,671.0,Self-Employed
46.0,49029.95,22189.75,Yes,Masters,Female,779.0,Self-Employed
40.0,40337.51,19033.71,Yes,Masters,Male,748.0,Employed
26.0,61183.06,13466.72,No,Masters,Female,713.0,Employed
41.0,64591.82,14024.81,Yes,Masters,Female,728.0,Self-Employed
,92329.63,9295.52,Yes,High School,Male,795.0,Employed
44.0,71325.24,,Yes,Bachelors,Female,643.0,Unemployed
37.0,46565.7,23082.77,Yes,Bachelors,Male,766.0,Employed
30.0,55366.36,11365.39,Yes,Masters,Female,737.0,Employed
45.0,84269.86,11985.15,Yes,PhD,Female,862.0,Employed
25.0,61523.67,24867.92,Yes,Bachelors,Male,777.0,Employed
53.0,48137.86,15431.56,Yes,Bachelors,Male,740.0,Employed
36.0,71646.58,7379.83,Yes,Masters,Female,714.0,Employed
40.0,54202.24,8180.72,No,Bachelors,Female,755.0,Self-Employed
44.0,79562.9,23521.36,Yes,Masters,Female,676.0,Employed
44.0,77259.32,17368.49,Yes,Bachelors,Female,633.0,Employed
24.0,47052.4,9748.7,No,Masters,Male,729.0,Employed
46.0,105699.37,16686.48,Yes,High School,Male,,Employed
41.0,67541.02,10839.23,Yes,High School,Female,654.0,Employed
32.0,16724.5,5399.59,No,High School,Female,629.0,Self-Employed
31.0,77611.1,13272.5,Yes,Masters,Male,749.0,Unemployed
35.0,18034.55,14956.37,Yes,Bachelors,Female,757.0,Employed
25.0,90796.6,,Yes,High School,Female,683.0,Self-Employed
55.0,71141.25,8715.55,No,High School,Female,648.0,Employed
53.0,67076.36,9991.32,No,High School,Female,783.0,Employed
43.0,68307.0,13978.32,Yes,Bachelors,Female,769.0,Employed
36.0,80034.89,15643.38,Yes,Bachelors,Male,729.0,Employed
36.0,58696.9,7785.61,Yes,Bachelors,Male,850.0,Employed
46.0,68102.17,12089.56,Yes,High School,Male,741.0,Employed
56.0,70667.46,12646.53,Yes,Bachelors,Female,719.0,Self-Employed
,10680.88,6311.95,Yes,Bachelors,Female,683.0,Employed
27.0,80186.06,16124.03,Yes,Bachelors,Female,705.0,Employed
53.0,83562.05,17984.11,Yes,Masters,Female,650.0,Employed
20.0,77348.61,16559.58,Yes,PhD,Male,684.0,Employed
28.0,75934.34,8391.7,Yes,PhD,Female,808.0,Employed
36.0,100229.04,17989.75,Yes,High School,Female,730.0,Employed
22.0,67418.92,14493.72,No,Masters,Male,751.0,Employed
49.0,68107.37,19912.51,Yes,Masters,Female,630.0,Employed
47.0,55257.0,17391.34,Yes,Masters,Female,813.0,Unemployed
32.0,30025.24,16560.65,Yes,Bachelors,Male,758.0,Self-Employed
51.0,77458.76,13589.79,Yes,Masters,Male,,Employed
52.0,57416.21,19780.77,Yes,Masters,Female,805.0,Employed
37.0,29806.95,9282.76,Yes,High School,Male,633.0,Employed
33.0,66796.24,8680.56,Yes,Bachelors,Female,846.0,Unemployed
61.0,66237.19,28710.08,Yes,Bachelors,Male,711.0,Self-Employed
45.0,63696.65,5287.25,Yes,PhD,Female,648.0,Employed
41.0,71013.38,9043.35,No,Bachelors,Male,684.0,Self-Employed
52.0,37080.67,19018.6,Yes,Masters,Female,654.0,Employed
41.0,88142.99,6864.6,No,High School,Male,770.0,Employed
33.0,76970.64,18682.33,Yes,PhD,Female,698.0,Employed
39.0,93155.41,21134.13,Yes,Masters,Female,606.0,Employed
48.0,57207.96,21730.6,Yes,High School,Female,636.0,Self-Employed
18.0,76903.75,15333.58,Yes,Masters,Female,630.0,Employed
35.0,30926.99,9135.34,No,Masters,Male,772.0,Employed
52.0,51631.7,10427.97,Yes,High School,Male,738.0,Employed
33.0,40857.08,21325.55,Yes,Bachelors,Female,663.0,Employed
53.0,73497.58,5670.5,Yes,High School,Male,698.0,Self-Employed
52.0,46211.29,19116.73,Yes,Bachelors,Male,717.0,Self-Employed
37.0,59552.85,6960.19,No,High School,Female,696.0,Self-Employed
32.0,68220.88,14524.15,No,High School,Male,687.0,Employed
35.0,60151.03,11885.22,Yes,Masters,Male,687.0,Employed
65.0,41976.9,12784.6,Yes,Masters,Female,814.0,Self-Employed
57.0,101222.15,21707.47,Yes,PhD,Male,694.0,Employed
39.0,70607.89,12304.88,Yes,Masters,Female,807.0,Self-Employed
32.0,101402.01,,Yes,Bachelors,Male,700.0,Unemployed
39.0,47663.92,11401.46,Yes,Bachelors,Male,754.0,Employed
40.0,60786.07,16310.69,Yes,Masters,Male,778.0,Employed
26.0,70041.63,14363.55,Yes,Masters,Female,722.0,Unemployed
39.0,98949.82,8135.16,No,Masters,Female,699.0,Employed
51.0,101260.66,8248.38,Yes,High School,Female,755.0,Employed
20.0,,13686.77,Yes,Bachelors,Female,699.0,Employed
46.0,53708.83,13031.51,Yes,Bachelors,Female,712.0,Employed
52.0,68192.7,18383.06,No,Bachelors,Female,763.0,Unemployed
32.0,92308.04,5724.39,No,Bachelors,Male,687.0,Employed
55.0,71017.48,10856.45,Yes,Masters,Female,789.0,Employed
31.0,74665.92,17152.52,Yes,Bachelors,Male,739.0,Employed
42.0,92122.56,13754.17,Yes,Masters,Male,719.0,Employed
35.0,88896.38,7726.18,Yes,Bachelors,Male,739.0,Self-Employed
35.0,89669.52,16800.42,Yes,PhD,Male,662.0,Employed
32.0,82440.85,19243.57,No,High School,Female,771.0,Employed
45.0,97041.93,10011.14,Yes,Bachelors,Female,740.0,Self-Employed
46.0,45699.02,19834.09,Yes,Bachelors,Male,831.0,Employed
37.0,114985.25,12018.98,Yes,High School,Female,751.0,Employed
24.0,91207.18,13218.5,No,Bachelors,Female,700.0,Employed
42.0,66793.83,12336.45,No,Bachelors,Female,657.0,Employed
42.0,92194.29,20070.54,Yes,Bachelors,Male,686.0,Employed
36.0,63051.07,14184.53,No,High School,Female,770.0,Employed
57.0,79496.51,18865.47,Yes,Bachelors,Female,732.0,Employed
22.0,81839.5,12572.42,Yes,High School,Male,643.0,Unemployed
16.0,87243.03,16796.03,Yes,Bachelors,Male,637.0,Self-Employed
31.0,,9562.76,No,Masters,Female,792.0,Employed
45.0,87667.67,20005.86,Yes,High School,Female,713.0,Employed
27.0,61161.96,13466.65,Yes,Bachelors,Female,716.0,Employed
28.0,84619.48,21245.93,No,Bachelors,Male,1100.0,Employed
48.0,69642.42,14738.35,Yes,Bachelors,Male,732.0,Self-Employed
43.0,33520.8,15478.41,Yes,High School,Female,754.0,Unemployed
42.0,55264.81,26432.49,Yes,Masters,Female,694.0,Self-Employed
46.0,86962.45,18726.98,Yes,PhD,Male,779.0,Employed
34.0,63926.99,15972.53,Yes,Masters,Male,650.0,Employed
34.0,94270.96,8904.09,Yes,Bachelors,Male,789.0,Employed
46.0,45734.15,11223.73,Yes,Bachelors,Male,740.0,Employed
25.0,83922.75,18926.94,Yes,Bachelors,Male,660.0,Employed
17.0,69049.35,13337.68,No,Bachelors,Male,799.0,Self-Employed
34.0,65064.3,13964.57,Yes,Bachelors,Female,741.0,Employed
47.0,46433.89,9589.37,Yes,High School,Female,770.0,Unemployed
41.0,74200.41,,Yes,PhD,Male,615.0,Employed
47.0,49822.06,15521.02,Yes,PhD,Male,681.0,Employed
18.0,57278.78,18564.42,Yes,Masters,Male,708.0,Self-Employed
41.0,67186.64,21189.75,Yes,Masters,Male,723.0,Employed
45.0,62685.49,17243.51,Yes,Masters,Male,762.0,Employed
24.0,90555.8,9135.74,Yes,Bachelors,Male,765.0,Employed
47.0,18196.94,7440.05,Yes,Bachelors,Female,604.0,Employed
37.0,66432.49,18653.95,Yes,High School,Female,689.0,Employed
69.0,62744.43,15600.59,Yes,Bachelors,Female,698.0,Employed
16.0,69829.78,23756.31,No,Bachelors,Female,740.0,Employed
,59114.5,15124.58,No,PhD,Male,767.0,Employed
34.0,90477.62,6363.04,No,Bachelors,Female,763.0,Employed
22.0,64845.74,8670.82,Yes,Bachelors,Male,764.0,Unemployed
33.0,72658.93,11248.96,Yes,Masters,Female,704.0,Self-Employed
41.0,87845.12,23706.6,No,Bachelors,Female,750.0,Employed
48.0,71040.05,20844.18,Yes,Masters,Female,631.0,Self-Employed
55.0,44615.81,12319.59,Yes,Masters,Female,747.0,Employed
52.0,61468.31,14031.52,No,PhD,Female,798.0,Unemployed
28.0,67517.66,8187.72,No,Bachelors,Female,642.0,Employed
49.0,37068.76,8015.16,Yes,Bachelors,Female,718.0,Employed
42.0,55763.81,20594.33,Yes,Masters,Female,781.0,Unemployed
31.0,68634.67,19704.44,Yes,High School,Female,757.0,Unemployed
36.0,110244.08,13619.84,No,Bachelors,Female,784.0,Employed
31.0,77422.04,24215.48,Yes,High School,Female,734.0,Employed
38.0,73154.78,17171.85,Yes,Bachelors,Male,793.0,Employed
31.0,103812.56,16058.82,Yes,Bachelors,Female,749.0,Unemployed
28.0,81756.96,16087.9,Yes,Bachelors,Male,713.0,Employed
43.0,84577.9,9691.26,Yes,Bachelors,Female,733.0,Unemployed
44.0,61862.08,19721.65,Yes,Masters,Male,764.0,Employed
36.0,44690.51,19759.7,Yes,High School,Male,714.0,Employed
52.0,75232.95,16203.11,Yes,PhD,Male,708.0,Employed
35.0,,9408.39,Yes,PhD,Male,,Employed
35.0,100260.64,20445.93,Yes,Bachelors,Male,634.0,Employed
45.0,83156.82,5998.42,Yes,Bachelors,Female,652.0,Unemployed
37.0,56267.91,,No,Masters,Male,656.0,Employed
39.0,38987.32,17901.34,Yes,Masters,Male,746.0,Self-Employed
13.0,53555.05,12958.58,No,High School,Male,807.0,Employed
38.0,74354.23,10051.16,Yes,Masters,Female,684.0,Employed
20.0,60579.78,21920.66,No,Masters,Female,719.0,Employed
26.0,90041.11,20667.1,Yes,Masters,Female,734.0,Unemployed
25.0,40216.24,20332.26,Yes,Bachelors,Male,611.0,Employed
28.0,67424.83,16660.48,No,Masters,Male,735.0,Unemployed
33.0,54666.23,15174.15,Yes,Masters,Female,781.0,Employed
33.0,89825.75,23689.79,Yes,Bachelors,Male,675.0,Employed
45.0,80852.22,22176.45,Yes,High School,Female,713.0,Employed
40.0,53379.89,14578.64,Yes,Bachelors,Male,758.0,Employed
19.0,87084.19,28556.39,Yes,Masters,Male,674.0,Unemployed
39.0,37544.73,14374.49,Yes,Bachelors,Male,718.0,Employed
41.0,34270.1,16927.33,Yes,Masters,Female,765.0,Self-Employed
35.0,52296.6,21952.4,Yes,Bachelors,Male,622.0,Self-Employed
37.0,30341.98,16857.87,Yes,PhD,Male,733.0,Employed
40.0,67748.73,13678.48,Yes,Masters,Female,693.0,Self-Employed
46.0,68384.24,16908.51,Yes,Masters,Male,770.0,Employed
22.0,61889.93,14973.73,No,PhD,Female,812.0,Employed
36.0,80778.31,4347.3,Yes,High School,Female,649.0,Employed
53.0,55532.17,20016.92,Yes,Masters,Male,646.0,Self-Employed
52.0,44047.28,11887.97,No,Bachelors,Female,685.0,Employed
47.0,54055.36,9247.11,Yes,Bachelors,Female,750.0,Employed
43.0,45592.48,21024.69,Yes,PhD,Male,717.0,Self-Employed
55.0,57764.87,16890.9,Yes,High School,Female,798.0,Employed
57.0,81920.35,18397.87,Yes,Bachelors,Female,651.0,Employed
37.0,34871.64,14368.34,Yes,High School,Male,676.0,Employed
28.0,63206.22,16121.44,No,Bachelors,Male,813.0,Employed
35.0,89152.36,13496.39,Yes,Bachelors,Male,713.0,Self-Employed
69.0,91434.21,10693.14,Yes,Bachelors,Female,823.0,Employed
22.0,56359.49,18426.66,Yes,Masters,Male,,Employed
33.0,114264.48,16189.66,Yes,High School,Female,729.0,Employed
24.0,48967.83,23607.57,Yes,Masters,Male,751.0,Employed
39.0,65430.6,3821.73,Yes,Bachelors,Male,631.0,Self-Employed
26.0,46594.25,20894.07,No,Bachelors,Male,783.0,Employed
37.0,78661.72,13060.45,Yes,High School,Female,737.0,Employed
18.0,126024.41,12585.04,Yes,Masters,Male,620.0,Unemployed
44.0,106874.82,17922.29,Yes,High School,Male,722.0,Employed
50.0,86927.88,10558.93,Yes,High School,Female,708.0,Employed
34.0,57850.19,12752.11,No,High School,Male,777.0,Employed
37.0,66641.34,17972.58,Yes,Masters,Female,686.0,Unemployed
36.0,92320.93,,No,Bachelors,Female,741.0,Unemployed
40.0,84990.13,11471.37,Yes,High School,Male,686.0,Employed
38.0,71658.35,11460.6,No,High School,Male,614.0,Self-Employed
46.0,72838.25,16754.36,Yes,Bachelors,Female,,Employed
50.0,91114.02,8976.83,Yes,Masters,Male,714.0,Unemployed
30.0,96067.61,18778.36,Yes,High School,Male,701.0,Unemployed
35.0,39985.24,25577.89,Yes,PhD,Male,739.0,Employed
47.0,74540.59,15016.7,Yes,Bachelors,Male,697.0,Employed
24.0,81563.46,17176.24,No,Masters,Female,666.0,Employed
18.0,59356.88,16323.64,Yes,Bachelors,Female,706.0,Employed
40.0,95580.41,10331.33,Yes,High School,Male,633.0,Employed
43.0,64229.59,16582.05,No,PhD,Female,715.0,Employed
31.0,96135.8,16111.74,Yes,Masters,Female,606.0,Employed
32.0,62633.15,23859.72,No,Bachelors,Male,737.0,Employed
30.0,75187.49,16239.29,Yes,Bachelors,Male,740.0,Employed
29.0,74745.24,21209.39,Yes,Bachelors,Male,781.0,Self-Employed
45.0,103252.53,17145.78,No,Bachelors,Female,694.0,Employed
26.0,84819.94,12454.7,Yes,High School,Female,752.0,Self-Employed
35.0,60847.09,9074.02,Yes,PhD,Female,636.0,Unemployed
29.0,64554.91,16540.74,No,High School,Male,735.0,Self-Employed
23.0,64476.62,18801.47,Yes,Masters,Female,684.0,Employed
47.0,70369.95,14554.86,Yes,Masters,Female,692.0,Self-Employed
33.0,51108.98,11834.83,Yes,PhD,Male,801.0,Self-Employed
40.0,68373.37,22034.69,Yes,Bachelors,Female,679.0,Employed
23.0,97361.49,12793.02,No,Bachelors,Female,744.0,Employed
31.0,96473.0,9240.58,No,Bachelors,Male,720.0,Employed
46.0,38702.99,14675.01,No,High School,Female,765.0,Employed
64.0,35536.1,15388.47,Yes,Masters,Female,665.0,Employed
18.0,58137.37,11322.84,Yes,High School,Female,646.0,Unemployed
36.0,34417.91,14542.73,Yes,Bachelors,Male,658.0,Employed
42.0,44732.25,6524.01,No,High School,Male,644.0,Employed
32.0,77024.18,17119.09,Yes,High School,Male,700.0,Employed
46.0,69242.34,9750.58,Yes,Bachelors,Male,711.0,Unemployed
29.0,35581.23,13090.63,Yes,Bachelors,Male,751.0,Self-Employed
40.0,93400.66,11616.35,No,Bachelors,Female,749.0,Employed
33.0,61560.78,22008.04,Yes,Bachelors,Male,643.0,Employed
50.0,59634.44,13483.0,Yes,High School,Male,,Employed
,90331.12,10783.02,Yes,PhD,Female,683.0,Employed
34.0,78217.59,25452.06,Yes,Bachelors,Male,750.0,Employed
47.0,69151.58,23973.15,No,Masters,Female,595.0,Employed
28.0,60108.24,19181.77,Yes,High School,Male,708.0,Employed
39.0,81392.42,17810.22,Yes,PhD,Female,731.0,Self-Employed
20.0,61343.75,10672.75,Yes,Masters,Female,697.0,Employed
27.0,65432.65,20435.89,Yes,PhD,Female,724.0,Employed
42.0,46470.09,16823.75,Yes,Bachelors,Female,773.0,Employed
28.0,92851.21,11815.85,Yes,PhD,Male,705.0,Employed
33.0,101051.91,15704.16,No,High School,Female,764.0,Employed
43.0,74237.86,12678.59,No,Masters,Female,755.0,Employed
32.0,60277.03,7388.09,Yes,High School,Female,683.0,Unemployed
46.0,88708.99,21827.13,Yes,PhD,Female,591.0,Employed
40.0,81773.02,5931.44,Yes,High School,Male,721.0,Employed
42.0,61124.61,25783.3,Yes,Masters,Female,782.0,Employed
50.0,93022.87,13930.75,No,Masters,Female,776.0,Unemployed
41.0,61510.86,17260.4,Yes,Bachelors,Female,735.0,Employed
53.0,44277.45,17671.53,No,Masters,Female,691.0,Employed
47.0,68684.16,10051.58,No,Bachelors,Male,755.0,Employed
33.0,91686.88,,No,High School,Female,653.0,Employed
51.0,72055.37,14492.87,Yes,Masters,Female,740.0,Self-Employed
41.0,46547.31,11982.12,Yes,Bachelors,Male,770.0,Self-Employed
34.0,61937.51,20186.39,Yes,High School,Female,716.0,Self-Employed
41.0,93926.3,8952.18,Yes,Masters,Male,666.0,Employed
49.0,75476.49,15993.57,No,High School,Female,717.0,Employed
43.0,69622.41,6449.17,No,Bachelors,Male,737.0,Employed
56.0,67391.74,16196.32,No,Bachelors,Female,670.0,Employed
49.0,91597.54,15848.55,Yes,High School,Female,699.0,Unemployed
43.0,90293.35,24538.37,No,High School,Female,762.0,Employed
28.0,41976.43,11925.81,Yes,PhD,Male,768.0,Self-Employed
36.0,88798.56,14152.89,No,Bachelors,Female,726.0,Employed
39.0,80328.46,13800.34,No,Masters,Female,679.0,Employed
45.0,101859.72,23406.73,No,High School,Female,612.0,Employed
44.0,68617.37,12120.73,No,Masters,Male,734.0,Self-Employed
40.0,92704.65,16126.42,Yes,Masters,Female,,Unemployed
39.0,79378.66,13533.07,Yes,High School,Female,727.0,Employed
45.0,47722.05,14241.57,Yes,Bachelors,Male,688.0,Employed
29.0,90411.95,,Yes,Bachelors,Female,752.0,Employed
55.0,,20490.55,No,PhD,Male,664.0,Employed
,57001.47,22269.1,Yes,Masters,Male,647.0,Employed
53.0,,8060.5,No,Bachelors,Male,738.0,Employed
38.0,112155.08,18906.17,No,Bachelors,Female,718.0,Employed
48.0,60339.22,21274.26,Yes,PhD,Female,755.0,Employed
42.0,84523.37,16699.93,Yes,Masters,Female,785.0,Employed
41.0,48102.4,20920.62,Yes,PhD,Male,696.0,Employed
44.0,58593.82,8755.44,Yes,Bachelors,Female,757.0,Employed
46.0,86211.27,17540.2,Yes,Masters,Male,638.0,Self-Employed
35.0,75133.62,21243.14,No,PhD,Male,657.0,Employed
48.0,65975.25,11849.39,Yes,Bachelors,Male,,Employed
27.0,104049.93,8559.42,No,Bachelors,Female,701.0,Employed
38.0,51563.75,20709.21,Yes,High School,Male,609.0,Self-Employed
46.0,67080.42,12886.07,No,Bachelors,Female,808.0,Self-Employed
48.0,79835.45,12108.54,Yes,High School,Female,612.0,Employed
43.0,52569.85,5598.1,Yes,High School,Female,696.0,Employed
34.0,80184.6,12432.32,No,Bachelors,Female,766.0,Self-Employed
47.0,91493.51,11507.39,Yes,High School,Male,709.0,Employed
31.0,67707.96,5986.44,Yes,Bachelors,Male,749.0,Self-Employed
56.0,56294.81,,Yes,Masters,Male,681.0,Self-Employed
37.0,63751.2,20925.88,Yes,Masters,Male,726.0,Employed
23.0,16431.84,16710.83,Yes,Bachelors,Female,789.0,Employed
26.0,90122.47,6814.65,Yes,High School,Male,696.0,Employed
38.0,75291.81,16949.97,Yes,Bachelors,Male,743.0,Employed
39.0,66471.47,18633.55,No,High School,Female,706.0,Employed
58.0,36664.2,15519.94,Yes,High School,Female,726.0,Employed
28.0,92180.79,14823.95,Yes,Masters,Male,743.0,Employed
38.0,61248.07,11035.03,Yes,Bachelors,Male,658.0,Employed
27.0,81304.86,17091.5,Yes,High School,Male,666.0,Self-Employed
33.0,69772.14,17925.47,Yes,Bachelors,Male,688.0,Unemployed
55.0,37702.03,16402.75,Yes,Bachelors,Male,754.0,Employed
27.0,95370.86,23726.77,No,Masters,Female,767.0,Employed
,91571.67,13972.74,Yes,Masters,Female,,Employed
42.0,85280.67,8482.91,Yes,PhD,Male,700.0,Employed
38.0,76296.94,23371.37,Yes,Masters,Male,692.0,Employed
43.0,46050.42,5552.4,No,Bachelors,Female,726.0,Employed
26.0,87379.28,13006.58,Yes,Bachelors,Male,665.0,Employed
55.0,114099.98,10395.07,Yes,High School,Female,768.0,Employed
57.0,72322.72,14490.23,Yes,High School,Female,,Unemployed
38.0,72713.77,14318.98,Yes,High School,Male,663.0,Self-Employed
62.0,47963.22,10218.5,Yes,Bachelors,Female,651.0,Employed
34.0,28592.0,,Yes,Bachelors,Male,686.0,Self-Employed
42.0,62817.69,14326.34,No,High School,Female,704.0,Self-Employed
52.0,99633.36,21094.55,No,Masters,Male,681.0,Employed
33.0,96875.17,9154.66,No,High School,Male,667.0,Employed
24.0,68691.83,9601.47,No,Masters,Male,794.0,Employed
22.0,78602.59,9467.73,Yes,PhD,Male,704.0,Employed
59.0,45632.76,17594.93,Yes,Bachelors,Female,736.0,Employed
33.0,72224.53,23737.34,Yes,High School,Female,743.0,Employed
36.0,59511.38,13480.65,Yes,High School,Male,691.0,Unemployed
27.0,71093.42,3431.91,Yes,Masters,Female,655.0,Self-Employed
47.0,64506.93,17372.78,Yes,Masters,Male,691.0,Self-Employed
30.0,64149.88,18323.5,No,PhD,Female,739.0,Self-Employed
33.0,89927.98,9829.65,Yes,Masters,Male,669.0,Self-Employed
41.0,109278.45,17828.1,No,High School,Male,,Employed
27.0,66610.89,19053.98,No,High School,Female,584.0,Employed
36.0,98372.61,4753.72,Yes,PhD,Female,718.0,Employed
52.0,45168.71,20580.54,Yes,Bachelors,Male,751.0,Employed
42.0,68155.23,20893.85,Yes,Bachelors,Female,774.0,Unemployed
39.0,44076.13,13458.97,Yes,Masters,Female,645.0,Employed
40.0,63752.72,18225.71,Yes,Bachelors,Female,736.0,Self-Employed
34.0,84313.98,24882.19,No,Bachelors,Female,803.0,Unemployed
58.0,92372.68,11712.81,No,PhD,Male,834.0,Employed
30.0,54429.49,20803.55,Yes,Bachelors,Female,720.0,Employed
40.0,79161.33,16225.81,Yes,High School,Female,672.0,Employed
39.0,94599.89,9301.08,Yes,PhD,Female,796.0,Employed
48.0,91754.55,5896.84,No,Masters,Female,754.0,Employed
49.0,75179.14,18609.37,Yes,Masters,Female,819.0,Employed
38.0,58216.32,8468.73,Yes,PhD,Male,811.0,Employed
41.0,56223.29,19839.65,Yes,Bachelors,Male,637.0,Self-Employed
41.0,53147.0,4077.3,Yes,Masters,Female,744.0,Employed
15.0,69367.77,15745.22,Yes,Bachelors,Female,735.0,Unemployed
22.0,,13397.81,Yes,Masters,Male,767.0,Employed
32.0,83560.79,23384.6,Yes,Masters,Female,721.0,Employed
32.0,74566.73,16128.37,Yes,Masters,Male,820.0,Employed
26.0,73660.34,18063.3,Yes,Bachelors,Female,710.0,Employed
45.0,33190.49,12845.85,Yes,Bachelors,Male,710.0,Self-Employed
38.0,70555.6,14106.97,Yes,High School,Female,774.0,Self-Employed
36.0,60817.63,20261.76,Yes,Bachelors,Female,714.0,Unemployed
25.0,113328.35,15081.61,Yes,Bachelors,Male,720.0,Employed
38.0,44401.05,10405.09,Yes,Masters,Male,667.0,Self-Employed
12.0,65891.51,20701.83,No,Masters,Female,680.0,Employed
36.0,77661.97,23429.37,No,Bachelors,Female,656.0,Unemployed
39.0,50545.74,22514.14,Yes,High School,Female,695.0,Unemployed
40.0,108565.05,21451.36,Yes,Bachelors,Female,675.0,Employed
22.0,108975.76,13586.21,Yes,Bachelors,Male,665.0,Employed
40.0,52831.65,10093.34,Yes,Bachelors,Male,703.0,Employed
28.0,58163.84,9067.87,Yes,Masters,Male,768.0,Employed
30.0,112936.26,8463.79,Yes,High School,Female,663.0,Employed
45.0,97905.42,14532.4,Yes,PhD,Male,738.0,Self-Employed
58.0,62613.07,23856.53,Yes,Masters,Female,765.0,Unemployed
39.0,78628.72,6729.87,No,Bachelors,Female,650.0,Self-Employed
30.0,42265.43,15083.86,No,Masters,Male,663.0,Employed
40.0,113934.77,13399.34,No,Bachelors,Male,811.0,Self-Employed
47.0,71457.23,9121.77,Yes,High School,Female,733.0,Employed
44.0,81711.73,13732.97,No,PhD,Female,748.0,Employed
65.0,51299.08,21448.58,No,High School,Female,695.0,Employed
31.0,,16136.66,Yes,High School,Female,696.0,Employed
41.0,79021.83,18136.0,Yes,Bachelors,Female,618.0,Employed
53.0,108325.98,20344.97,No,Masters,Female,696.0,Employed
53.0,59190.43,16933.48,Yes,Bachelors,Female,767.0,Employed
18.0,50417.94,13158.6,No,Bachelors,Male,699.0,Unemployed
38.0,76102.62,15501.92,Yes,High School,Male,820.0,Employed
53.0,102743.86,9633.6,Yes,Masters,Female,700.0,Employed
67.0,57228.22,15286.07,Yes,Bachelors,Female,635.0,Employed
45.0,65002.14,15609.83,No,Masters,Male,758.0,Employed
34.0,86742.49,21585.72,Yes,PhD,Female,778.0,Employed
28.0,88888.31,13378.94,Yes,Masters,Male,680.0,Employed
60.0,64311.12,13378.59,No,Bachelors,Female,775.0,Employed
45.0,91932.92,7421.74,Yes,Bachelors,Male,695.0,Employed
30.0,80575.37,18242.4,Yes,Bachelors,Male,790.0,Employed
36.0,70323.82,7653.61,No,Bachelors,Male,772.0,Self-Employed
41.0,88049.13,12510.74,Yes,Bachelors,Female,725.0,Employed
43.0,85292.1,11448.93,Yes,High School,Male,769.0,Self-Employed
29.0,49059.75,19453.45,Yes,Masters,Female,770.0,Employed
32.0,99670.24,17439.7,Yes,High School,Female,855.0,Employed
21.0,76907.99,18538.68,Yes,Masters,Female,719.0,Unemployed
48.0,97512.27,19727.99,Yes,Bachelors,Female,636.0,Self-Employed
35.0,71035.87,11802.64,Yes,Masters,Female,684.0,Employed
43.0,74952.79,10661.5,Yes,Bachelors,Male,756.0,Employed
52.0,77977.73,6580.86,Yes,Bachelors,Female,693.0,Employed
40.0,80936.99,15637.83,No,Bachelors,Female,688.0,Employed
37.0,100563.99,11087.51,No,Masters,Male,718.0,Employed
,79328.83,17256.04,Yes,Masters,Male,819.0,Employed
39.0,69440.22,20802.0,Yes,Masters,Female,670.0,Employed
50.0,90190.66,19650.84,Yes,High School,Male,627.0,Employed
41.0,78608.38,15604.34,No,Bachelors,Female,812.0,Employed
33.0,129110.66,15389.87,Yes,Masters,Male,751.0,Employed
48.0,75828.36,14953.84,Yes,Bachelors,Female,632.0,Self-Employed
50.0,94753.29,25624.31,Yes,Bachelors,Female,699.0,Unemployed
25.0,87641.64,12088.17,No,Masters,Female,749.0,Employed
,29002.03,15396.04,Yes,High School,Female,711.0,Employed
42.0,55264.23,14095.02,Yes,Bachelors,Female,692.0,Unemployed
41.0,61211.51,11084.3,Yes,Bachelors,Female,727.0,Employed
48.0,40006.97,13100.93,Yes,Masters,Male,829.0,Employed
,62094.86,15139.61,Yes,Bachelors,Male,709.0,Employed
48.0,42576.29,9076.15,Yes,PhD,Male,690.0,Employed
34.0,47816.7,23242.88,Yes,PhD,Male,714.0,Employed
23.0,74831.64,18631.15,No,Masters,Male,688.0,Self-Employed
28.0,108387.96,20459.81,Yes,Bachelors,Female,,Employed
44.0,42755.79,14193.39,No,Bachelors,Male,716.0,Employed
29.0,45690.31,13434.74,No,PhD,Female,714.0,Employed
54.0,59345.21,13930.47,No,Bachelors,Female,684.0,Employed
50.0,67056.46,11518.18,Yes,High School,Male,678.0,Employed
51.0,39157.33,21499.19,Yes,Bachelors,Male,698.0,Employed
39.0,56018.3,21983.54,Yes,PhD,Male,797.0,Employed
41.0,54170.99,17748.41,Yes,Masters,Male,839.0,Self-Employed
26.0,76367.25,23490.39,Yes,Bachelors,Male,763.0,Employed
48.0,78512.57,26981.99,No,Bachelors,Male,708.0,Employed
42.0,66944.78,24234.01,Yes,Bachelors,Male,,Self-Employed
44.0,62444.71,12654.22,Yes,High School,Female,707.0,Employed
55.0,55806.0,2905.44,Yes,Bachelors,Female,813.0,Employed
32.0,71031.56,,Yes,Masters,Female,753.0,Employed
37.0,50478.29,17134.29,Yes,Bachelors,Female,759.0,Employed
41.0,100944.76,15544.69,Yes,Masters,Male,695.0,Employed
29.0,40041.96,13840.51,Yes,Bachelors,Male,738.0,Self-Employed
36.0,56873.92,21753.35,Yes,Bachelors,Male,758.0,Self-Employed
43.0,87364.03,7267.95,No,High School,Male,708.0,Self-Employed
35.0,62027.25,22659.98,Yes,Bachelors,Female,645.0,Employed
51.0,83439.46,23668.61,Yes,Bachelors,Male,710.0,Employed
23.0,104343.88,15750.88,Yes,Bachelors,Male,633.0,Employed
49.0,86662.06,16421.11,No,Bachelors,Male,757.0,Employed
45.0,45959.5,9071.27,Yes,PhD,Female,697.0,Employed
32.0,46915.44,20022.43,No,Bachelors,Female,,Employed
29.0,,21356.28,Yes,PhD,Male,1100.0,Employed
17.0,78860.96,18821.62,No,Masters,Male,799.0,Unemployed
30.0,94122.71,8802.43,Yes,Masters,Female,752.0,Unemployed
48.0,54300.26,6952.94,Yes,Bachelors,Male,792.0,Employed
37.0,60301.92,13798.45,Yes,Bachelors,Female,755.0,Unemployed
50.0,64987.0,15396.0,Yes,Bachelors,Female,676.0,Employed
32.0,64585.69,20076.0,Yes,Masters,Male,659.0,Employed
45.0,99912.9,13797.43,No,Masters,Male,772.0,Employed
31.0,67919.06,20313.08,Yes,High School,Female,,Employed
28.0,73061.06,20645.89,Yes,Bachelors,Male,665.0,Employed
37.0,88229.67,17367.83,Yes,Masters,Female,712.0,Employed
31.0,101821.76,19345.19,No,Bachelors,Male,707.0,Self-Employed
23.0,69296.08,12919.66,Yes,Masters,Female,783.0,Employed
36.0,95183.83,9291.83,Yes,Masters,Female,712.0,Unemployed
39.0,106555.42,,Yes,High School,Male,742.0,Employed
51.0,67793.21,10836.34,Yes,Bachelors,Male,707.0,Employed
47.0,58727.23,21053.19,Yes,PhD,Male,687.0,Self-Employed
50.0,113741.35,19313.04,Yes,Masters,Female,779.0,Employed
45.0,92421.64,4847.77,Yes,Masters,Male,694.0,Self-Employed
41.0,70249.81,15894.17,Yes,Masters,Male,761.0,Employed
26.0,82999.23,6071.16,Yes,Bachelors,Male,793.0,Employed
39.0,49100.48,9580.38,No,High School,Male,747.0,Employed
44.0,92188.38,19160.12,Yes,High School,Female,692.0,Employed
53.0,33999.39,6378.5,No,Bachelors,Male,654.0,Employed
45.0,91412.84,8178.99,No,Masters,Female,854.0,Unemployed
50.0,55565.78,9879.54,Yes,Masters,Male,770.0,Employed
28.0,36922.43,7075.21,Yes,Masters,Female,753.0,Self-Employed
35.0,29972.5,7898.75,No,Masters,Male,827.0,Employed
42.0,60476.95,14719.4,Yes,High School,Male,791.0,Employed
50.0,84222.28,6576.16,Yes,Bachelors,Female,766.0,Employed
37.0,42202.16,13754.92,No,PhD,Female,,Self-Employed
37.0,,15045.45,Yes,Bachelors,Female,719.0,Employed
45.0,60115.59,18759.51,Yes,Masters,Male,798.0,Self-Employed
27.0,86151.06,19646.64,Yes,Masters,Female,663.0,Employed
54.0,88650.59,8118.92,No,Masters,Female,774.0,Self-Employed
29.0,72797.41,8381.04,Yes,PhD,Male,630.0,Unemployed
19.0,89667.39,8102.15,Yes,High School,Male,660.0,Self-Employed
38.0,83752.21,18954.3,Yes,Bachelors,Female,721.0,Unemployed
55.0,,16727.92,Yes,Masters,Male,801.0,Employed
44.0,88190.24,13234.03,Yes,Bachelors,Female,725.0,Employed
,44316.45,9039.75,Yes,Bachelors,Male,712.0,Self-Employed
38.0,79729.73,15776.43,Yes,Masters,Female,688.0,Employed
36.0,46679.71,21844.14,No,High School,Female,781.0,Employed
23.0,72856.01,21518.54,No,Bachelors,Male,742.0,Self-Employed
15.0,94371.35,7633.82,Yes,Bachelors,Female,720.0,Employed
40.0,74263.96,20355.26,Yes,Bachelors,Male,805.0,Employed
51.0,69748.45,7568.32,Yes,High School,Male,650.0,Unemployed
41.0,74520.62,12988.55,Yes,Bachelors,Male,800.0,Employed
44.0,83266.19,12399.78,No,Bachelors,Male,652.0,Employed
54.0,112680.04,16331.51,Yes,Bachelors,Male,688.0,Unemployed
41.0,83048.81,9987.66,No,High School,Male,761.0,Employed
37.0,59949.72,15514.45,Yes,Bachelors,Male,756.0,Employed
30.0,65826.94,9595.44,No,Bachelors,Female,750.0,Employed
58.0,51977.47,15859.93,Yes,Masters,Female,709.0,Self-Employed
43.0,45215.24,8413.55,No,PhD,Female,777.0,Self-Employed
29.0,21350.48,13011.31,No,Masters,Female,757.0,Employed
,,15018.43,No,Masters,Female,789.0,Unemployed
51.0,41911.25,13749.05,Yes,High School,Male,717.0,Employed
28.0,71941.07,19224.43,Yes,PhD,Female,753.0,Employed
57.0,59810.5,3705.54,Yes,Bachelors,Male,795.0,Employed
10.0,48289.56,15873.12,Yes,PhD,Male,,Self-Employed
52.0,27929.89,10848.9,Yes,Bachelors,Female,695.0,Employed
43.0,63013.22,17954.64,No,Masters,Male,666.0,Unemployed
39.0,34952.32,15153.0,No,Bachelors,Male,674.0,Unemployed
36.0,84123.24,20439.44,No,Masters,Male,661.0,Employed
57.0,75097.95,13835.68,Yes,Masters,Female,879.0,Employed
45.0,65464.03,21171.16,Yes,Bachelors,Male,832.0,Self-Employed
29.0,99014.95,15783.14,No,Bachelors,Female,731.0,Employed
21.0,70196.53,8533.63,Yes,Bachelors,Female,679.0,Self-Employed
40.0,77721.64,10933.0,No,Bachelors,Female,717.0,Employed
38.0,83749.29,12066.9,No,High School,Male,734.0,Self-Employed
23.0,59662.35,15573.15,Yes,Bachelors,Male,639.0,Self-Employed
37.0,59774.18,19498.87,No,Masters,Male,728.0,Employed
32.0,70828.94,18053.81,No,Masters,Female,749.0,Self-Employed
38.0,43069.5,18323.18,Yes,PhD,Female,685.0,Employed
45.0,105706.28,11267.92,Yes,Masters,Male,713.0,Employed
53.0,73215.56,19411.7,Yes,Masters,Female,762.0,Unemployed
47.0,65981.17,15519.83,No,High School,Male,729.0,Employed
31.0,111710.54,18973.19,No,PhD,Female,688.0,Employed
42.0,47970.15,7612.74,No,Bachelors,Female,728.0,Employed
39.0,100723.01,17262.32,Yes,PhD,Male,799.0,Employed
25.0,86265.88,11945.89,Yes,Masters,Male,800.0,Employed
42.0,92340.59,8673.38,Yes,High School,Male,671.0,Employed
57.0,,18232.58,No,Masters,Female,795.0,Employed
38.0,71117.31,12854.92,Yes,Bachelors,Male,713.0,Self-Employed
22.0,63134.13,17651.87,Yes,High School,Female,743.0,Employed
38.0,89926.84,10108.75,No,Bachelors,Male,764.0,Self-Employed
26.0,77834.71,25158.12,Yes,Bachelors,Male,647.0,Employed
47.0,58830.3,14404.94,No,High School,Male,738.0,Employed
43.0,59748.83,12653.91,Yes,Masters,Female,786.0,Unemployed
36.0,69703.74,19949.93,Yes,Masters,Male,731.0,Employed
35.0,63354.33,14571.36,No,Masters,Male,738.0,Unemployed
36.0,98835.46,30828.6,No,Masters,Male,768.0,Unemployed
38.0,86164.3,20825.31,Yes,Masters,Female,708.0,Employed
30.0,86122.24,12632.97,Yes,Masters,Female,725.0,Employed
24.0,74678.34,15371.36,No,Bachelors,Female,740.0,Employed
49.0,53469.88,15331.42,Yes,Bachelors,Female,746.0,Unemployed
34.0,83922.15,9723.58,Yes,Masters,Female,695.0,Employed
40.0,28036.35,21417.75,Yes,Bachelors,Female,776.0,Unemployed
41.0,73481.1,12852.14,Yes,High School,Female,688.0,Self-Employed
41.0,53757.62,13763.45,Yes,Bachelors,Female,688.0,Employed
26.0,52217.66,16093.16,No,Masters,Male,722.0,Employed
21.0,60733.32,10421.71,No,Bachelors,Male,765.0,Employed
32.0,68321.26,16056.69,Yes,PhD,Male,667.0,Employed
42.0,69531.69,12485.66,Yes,Masters,Male,708.0,Employed
31.0,85804.76,12617.24,Yes,High School,Male,674.0,Employed
34.0,66522.3,14189.29,Yes,Bachelors,Male,702.0,Employed
59.0,67965.33,11325.24,Yes,Bachelors,Male,683.0,Employed
20.0,42087.74,7176.46,No,Masters,Female,724.0,Employed
30.0,44692.24,15869.02,Yes,PhD,Female,635.0,Self-Employed
57.0,75741.38,3552.22,Yes,PhD,Female,752.0,Unemployed
38.0,82613.37,3732.58,No,PhD,Male,764.0,Self-Employed
31.0,64790.56,15223.64,Yes,High School,Female,659.0,Self-Employed
50.0,88659.16,14090.65,Yes,High School,Male,723.0,Employed
39.0,41842.16,16296.62,Yes,High School,Female,776.0,Employed
35.0,77970.77,18321.85,Yes,Masters,Female,651.0,Employed
40.0,52964.45,5113.67,No,Masters,Female,813.0,Employed
31.0,51385.0,11926.5,Yes,Masters,Female,737.0,Employed
28.0,54701.68,12761.64,No,Bachelors,Male,686.0,Employed
37.0,68384.69,16561.39,No,Bachelors,Female,691.0,Employed
28.0,78777.94,16141.21,Yes,High School,Female,730.0,Self-Employed
38.0,77259.58,12974.81,Yes,Bachelors,Male,714.0,Unemployed
42.0,64190.36,15220.78,No,High School,Female,752.0,Employed
47.0,82645.35,13625.69,Yes,PhD,Male,694.0,Self-Employed
49.0,103734.83,10436.51,Yes,Masters,Female,692.0,Employed
34.0,67611.78,15269.65,Yes,Masters,Male,733.0,Employed
43.0,71895.92,4278.92,Yes,Masters,Male,686.0,Employed
43.0,57765.4,16226.47,Yes,PhD,Male,706.0,Employed
41.0,62160.83,22061.76,Yes,PhD,Male,766.0,Unemployed
33.0,94966.95,13265.36,Yes,Bachelors,Female,636.0,Employed
28.0,95173.16,25310.02,Yes,Masters,Female,731.0,Employed
43.0,65978.65,18015.23,Yes,Bachelors,Female,752.0,Employed
21.0,79805.03,22292.01,Yes,Bachelors,Female,780.0,Employed
35.0,88409.15,16928.99,No,Masters,Male,725.0,Unemployed
12.0,61069.66,17757.86,No,PhD,Male,715.0,Employed
25.0,43881.83,15716.17,Yes,Bachelors,Male,660.0,Self-Employed
29.0,83786.18,7161.02,No,PhD,Female,698.0,Unemployed
49.0,87927.75,5173.32,No,PhD,Male,770.0,Employed
45.0,84985.58,13793.49,Yes,Bachelors,Male,669.0,Employed
32.0,62517.02,11986.48,No,Bachelors,Male,617.0,Employed
45.0,100462.22,12147.0,Yes,High School,Male,782.0,Self-Employed
47.0,75685.3,8678.97,Yes,PhD,Male,707.0,Self-Employed
36.0,47048.21,20542.8,Yes,Masters,Female,767.0,Employed
24.0,,9844.08,No,Masters,Female,668.0,Self-Employed
36.0,64056.12,9520.69,Yes,High School,Female,719.0,Employed
37.0,74496.23,15191.85,No,Bachelors,Female,693.0,Employed
26.0,64241.08,20417.17,Yes,High School,Female,740.0,Employed
42.0,109871.25,19241.6,No,Masters,Male,727.0,Employed
41.0,78079.67,11751.97,No,Bachelors,Female,756.0,Employed
42.0,50537.03,13938.1,Yes,PhD,Female,709.0,Employed
41.0,24593.16,23201.52,Yes,Bachelors,Male,773.0,Self-Employed
45.0,74700.28,20530.34,Yes,Masters,Male,684.0,Self-Employed
36.0,89779.08,19383.34,Yes,Bachelors,Male,765.0,Employed
40.0,107275.34,16926.29,Yes,PhD,Female,782.0,Employed
34.0,65951.77,15500.84,Yes,Bachelors,Male,734.0,Unemployed
32.0,104439.98,25042.86,No,Bachelors,Male,677.0,Self-Employed
51.0,42821.45,20642.87,Yes,Bachelors,Male,624.0,Employed
18.0,63121.84,15610.51,No,High School,Male,708.0,Unemployed
47.0,49712.05,18616.16,Yes,PhD,Female,665.0,Employed
,85842.02,13753.71,No,Masters,Female,693.0,Unemployed
30.0,43978.45,,Yes,Bachelors,Female,830.0,Self-Employed
,78034.99,9888.02,Yes,High School,Female,709.0,Employed
23.0,45163.41,12696.38,Yes,Bachelors,Male,649.0,Employed
30.0,105155.63,12372.7,Yes,High School,Male,690.0,Employed
30.0,62514.88,11384.58,Yes,Bachelors,Female,769.0,Employed
36.0,77559.32,11611.89,No,High School,Female,732.0,Employed
30.0,34224.55,21530.53,Yes,PhD,Male,755.0,Self-Employed
54.0,40103.96,24163.25,No,High School,Female,813.0,Self-Employed
56.0,54532.07,21561.79,No,PhD,Female,717.0,Employed
18.0,87010.36,4213.04,Yes,Bachelors,Male,795.0,Self-Employed
43.0,83181.81,20389.53,Yes,PhD,Male,754.0,Self-Employed
47.0,91707.8,,Yes,PhD,Female,690.0,Employed
43.0,39805.38,14813.86,Yes,Bachelors,Male,,Employed
31.0,80137.39,12515.12,No,Bachelors,Female,731.0,Self-Employed
36.0,58802.05,13475.43,Yes,Masters,Male,787.0,Employed
31.0,53837.91,19949.93,Yes,Bachelors,Male,711.0,Employed
34.0,59255.45,16928.41,Yes,High School,Female,628.0,Employed
26.0,67670.64,21097.82,No,High School,Male,610.0,Employed
37.0,,19073.38,Yes,Bachelors,Female,747.0,Unemployed
23.0,92456.11,22202.6,No,Masters,Male,694.0,Unemployed
36.0,80421.44,18169.83,Yes,Masters,Male,629.0,Employed
26.0,82665.41,9313.87,Yes,PhD,Male,746.0,Employed
40.0,106460.99,6999.64,Yes,Bachelors,Male,760.0,Self-Employed
31.0,83941.46,18230.21,Yes,Bachelors,Female,725.0,Self-Employed
41.0,65723.3,18002.92,Yes,Masters,Female,713.0,Employed
49.0,81622.09,11914.27,Yes,High School,Male,759.0,Self-Employed
54.0,104152.92,16236.52,No,Bachelors,Male,711.0,Self-Employed
13.0,52592.79,12727.83,Yes,PhD,Female,703.0,Employed
30.0,61381.26,12534.17,Yes,Bachelors,Female,662.0,Employed
35.0,99002.55,7833.71,Yes,Bachelors,Male,653.0,Unemployed
43.0,64190.54,15223.89,Yes,High School,Male,721.0,Employed
21.0,85285.79,12415.62,Yes,Masters,Female,680.0,Self-Employed
28.0,95781.75,16891.84,Yes,PhD,Male,805.0,Self-Employed
39.0,44883.59,6233.44,Yes,High School,Female,724.0,Unemployed
39.0,61831.55,18009.42,Yes,Masters,Female,666.0,Employed
42.0,,12423.65,Yes,Masters,Female,733.0,Employed
42.0,67471.47,9666.94,No,High School,Female,714.0,Self-Employed
41.0,29628.15,12800.45,Yes,High School,Male,741.0,Employed
40.0,59800.6,7008.96,No,PhD,Male,742.0,Self-Employed
39.0,85889.25,13545.38,Yes,Bachelors,Male,683.0,Employed
45.0,95529.86,15615.97,Yes,Bachelors,Female,733.0,Employed
16.0,71016.91,15363.37,Yes,Bachelors,Female,821.0,Employed
53.0,79675.63,17299.8,Yes,Bachelors,Female,683.0,Employed
16.0,62618.8,12161.66,Yes,Bachelors,Male,699.0,Employed
27.0,88063.68,18896.85,No,Masters,Female,656.0,Employed
36.0,98503.91,16330.84,No,PhD,Female,783.0,Employed
45.0,85364.0,19079.67,Yes,Masters,Male,717.0,Employed
8.0,67636.67,23295.52,Yes,Masters,Female,643.0,Employed
38.0,78682.22,7243.84,Yes,Bachelors,Male,659.0,Employed
46.0,89049.76,13086.86,Yes,High School,Male,676.0,Employed
48.0,70554.03,11185.75,Yes,Masters,Male,783.0,Employed
31.0,86010.58,25691.21,Yes,Masters,Male,727.0,Employed
35.0,77406.18,17986.47,No,Masters,Female,,Self-Employed
32.0,98387.16,,Yes,Bachelors,Male,683.0,Employed
34.0,84002.75,20979.89,Yes,Masters,Female,721.0,Employed
28.0,60028.85,15062.13,Yes,High School,Female,689.0,Employed
29.0,98089.88,17333.33,Yes,Masters,Female,787.0,Employed
42.0,79201.1,12719.75,Yes,Masters,Male,728.0,Employed
39.0,67205.28,8177.69,Yes,Bachelors,Female,669.0,Unemployed
43.0,42919.93,19487.32,No,Bachelors,Female,684.0,Employed
40.0,74627.58,10200.9,Yes,Bachelors,Male,804.0,Employed
45.0,106697.78,,Yes,High School,Male,710.0,Employed
47.0,15412.47,20418.17,No,Masters,Female,797.0,Employed
21.0,16205.74,3777.76,Yes,Masters,Male,731.0,Unemployed
29.0,85346.79,20224.09,Yes,Bachelors,Female,742.0,Employed
36.0,74723.45,16272.87,Yes,Masters,Female,693.0,Self-Employed
38.0,83447.67,10151.08,Yes,Masters,Male,761.0,Employed
31.0,59472.28,6301.15,No,Bachelors,Male,660.0,Employed
47.0,27164.45,14645.87,Yes,Bachelors,Female,683.0,Employed
58.0,53360.3,14107.05,Yes,Bachelors,Female,738.0,Self-Employed
40.0,101200.11,20460.2,Yes,High School,Female,705.0,Self-Employed
39.0,60968.22,15323.71,Yes,Bachelors,Female,722.0,Self-Employed
46.0,61141.43,9561.54,Yes,PhD,Male,747.0,Employed
19.0,17412.0,7231.33,Yes,Masters,Male,718.0,Self-Employed
38.0,33910.4,15732.2,Yes,Bachelors,Male,724.0,Employed
48.0,92203.34,15021.2,No,Masters,Female,812.0,Employed
32.0,64811.44,21602.08,Yes,PhD,Female,620.0,Self-Employed
26.0,89824.04,12540.76,Yes,Bachelors,Female,696.0,Employed
36.0,54926.01,17093.39,No,Masters,Female,711.0,Self-Employed
37.0,40644.36,,No,PhD,Female,767.0,Unemployed
29.0,64781.53,1488.38,No,Bachelors,Female,758.0,Employed
59.0,58540.94,18580.23,Yes,High School,Female,595.0,Self-Employed
,53338.2,12869.51,No,Bachelors,Male,776.0,Employed
26.0,53859.81,18295.6,Yes,Masters,Female,725.0,Employed
37.0,67301.24,15846.22,Yes,PhD,Female,756.0,Employed
47.0,60168.63,10056.14,Yes,High School,Female,693.0,Self-Employed
38.0,51354.63,14128.85,Yes,Bachelors,Male,751.0,Employed
43.0,106094.29,14843.17,No,High School,Male,740.0,Employed
,79159.1,15920.07,No,Masters,Female,714.0,Employed
53.0,73169.66,17561.64,No,Masters,Female,,Employed
44.0,68669.09,15152.57,No,Bachelors,Male,835.0,Employed
48.0,83312.29,23731.05,Yes,Masters,Male,718.0,Employed
42.0,80636.47,19202.69,Yes,Bachelors,Female,639.0,Employed
46.0,49314.42,19979.92,Yes,Bachelors,Female,746.0,Self-Employed
29.0,39354.6,19124.61,No,Masters,Female,683.0,Employed
33.0,24518.31,15382.1,Yes,Bachelors,Female,737.0,Employed
51.0,105838.62,18659.26,No,Masters,Male,742.0,Employed
54.0,,21244.05,Yes,Bachelors,Female,728.0,Employed
27.0,81841.19,15630.11,Yes,Bachelors,Female,669.0,Employed
40.0,74041.23,20253.78,Yes,PhD,Male,648.0,Unemployed
34.0,88251.17,8488.82,Yes,High School,Female,665.0,Self-Employed
31.0,68709.24,20495.06,Yes,Bachelors,Male,715.0,Self-Employed
41.0,43440.62,11145.28,No,Bachelors,Female,792.0,Employed
49.0,49257.66,8478.0,Yes,Masters,Male,705.0,Self-Employed
43.0,62984.84,13604.51,Yes,Masters,Female,775.0,Employed
35.0,38294.6,16036.89,Yes,High School,Male,623.0,Self-Employed
43.0,52913.45,16673.73,No,Bachelors,Female,744.0,Self-Employed
34.0,46023.55,21452.45,Yes,Bachelors,Male,802.0,Employed
42.0,63426.26,12213.92,Yes,Bachelors,Female,676.0,Self-Employed
52.0,60079.36,23220.04,Yes,Bachelors,Female,711.0,Employed
17.0,72389.64,23230.69,Yes,Bachelors,Female,727.0,Unemployed
46.0,87089.35,16128.13,Yes,Bachelors,Female,756.0,Unemployed
23.0,65147.7,10862.44,No,PhD,Male,664.0,Employed
50.0,,27454.03,Yes,Bachelors,Male,659.0,Self-Employed
32.0,29033.25,23624.36,Yes,Masters,Male,754.0,Employed
26.0,73246.36,15952.29,Yes,High School,Female,,Employed
45.0,56690.01,8188.89,Yes,Masters,Male,672.0,Employed
42.0,66852.77,18102.54,Yes,Masters,Female,751.0,Employed
28.0,76590.82,12050.42,Yes,Bachelors,Female,713.0,Employed
25.0,98863.54,19370.02,Yes,High School,Male,675.0,Employed
36.0,35049.89,16147.51,Yes,Masters,Male,679.0,Employed
26.0,49750.85,7019.81,Yes,High School,Female,705.0,Unemployed
27.0,68295.31,9100.19,No,Bachelors,Female,862.0,Employed
39.0,47196.13,11189.11,Yes,Bachelors,Male,731.0,Employed
28.0,,23204.49,Yes,Bachelors,Male,679.0,Employed
42.0,96191.55,11750.33,No,High School,Male,680.0,Employed
53.0,49040.86,3631.24,No,Bachelors,Male,751.0,Employed
37.0,43816.3,13992.04,Yes,Bachelors,Male,716.0,Unemployed
39.0,47037.01,13693.23,Yes,Bachelors,Female,718.0,Self-Employed
58.0,91719.88,22949.06,No,Masters,Female,698.0,Employed
26.0,,22572.82,Yes,Bachelors,Male,660.0,Employed
50.0,42287.68,8456.19,No,Masters,Male,725.0,Unemployed
49.0,53196.76,16967.09,No,Masters,Male,824.0,Employed
47.0,69036.59,,Yes,High School,Male,714.0,Employed
51.0,87835.42,14394.24,Yes,Bachelors,Female,715.0,Unemployed
41.0,86155.37,15880.39,No,Masters,Female,750.0,Self-Employed
32.0,,20528.01,Yes,Bachelors,Male,720.0,Employed
49.0,59377.52,16463.7,Yes,Bachelors,Female,676.0,Unemployed
49.0,112057.68,18352.4,No,Masters,Male,696.0,Employed
49.0,89913.69,22034.45,Yes,Masters,Male,693.0,Employed
,64964.4,12767.15,Yes,PhD,Male,762.0,Self-Employed
31.0,24096.95,18980.62,Yes,Bachelors,Female,,Employed
40.0,60823.43,12777.9,Yes,Masters,Male,662.0,Employed
47.0,43467.61,20367.67,No,Masters,Male,777.0,Employed
48.0,52746.37,11893.03,Yes,Masters,Male,763.0,Employed
34.0,50693.36,17172.58,Yes,PhD,Female,735.0,Employed
41.0,65375.84,13860.37,No,Bachelors,Female,685.0,Employed
25.0,71395.19,17935.14,Yes,Masters,Male,595.0,Self-Employed
48.0,55368.38,10776.08,No,Bachelors,Male,831.0,Self-Employed
30.0,,13612.21,Yes,Bachelors,Male,836.0,Employed
46.0,66421.37,14736.82,No,Bachelors,Male,727.0,Employed
27.0,60034.42,9627.44,Yes,Bachelors,Female,728.0,Employed
48.0,32049.22,11961.9,Yes,Masters,Female,681.0,Employed
41.0,82151.42,6801.87,No,Masters,Female,605.0,Employed
30.0,55423.06,16885.85,No,Masters,Male,708.0,Self-Employed
45.0,64610.96,18971.03,Yes,Bachelors,Female,616.0,Unemployed
32.0,65603.07,8043.04,Yes,Bachelors,Male,759.0,Employed
45.0,69691.18,9144.36,No,High School,Female,737.0,Employed
35.0,72920.87,10205.94,Yes,Masters,Female,678.0,Employed
21.0,43908.04,8633.19,Yes,Masters,Female,760.0,Employed
28.0,76247.17,16996.78,No,Bachelors,Female,778.0,Employed
34.0,63117.33,11540.88,Yes,Masters,Female,,Unemployed
52.0,91688.86,16250.99,Yes,Bachelors,Female,708.0,Employed
47.0,86299.58,11262.41,No,PhD,Male,716.0,Unemployed
54.0,96455.26,13298.07,Yes,Bachelors,Male,809.0,Employed
55.0,51232.69,20192.46,No,Masters,Female,724.0,Employed
,95733.3,9222.52,Yes,Masters,Female,749.0,Employed
36.0,71881.49,12190.73,Yes,Bachelors,Male,817.0,Employed
34.0,83803.76,17088.32,Yes,PhD,Male,671.0,Employed
31.0,,13407.4,Yes,High School,Male,573.0,Employed
20.0,79181.1,15943.27,No,Bachelors,Female,725.0,Employed
38.0,48235.52,15008.68,No,Masters,Female,755.0,Unemployed
25.0,89101.61,7466.33,No,High School,Male,,Unemployed
38.0,77033.57,21995.41,Yes,Masters,Male,746.0,Employed
59.0,40538.29,14503.32,No,Masters,Male,785.0,Employed
33.0,60326.39,22973.87,Yes,Bachelors,Female,632.0,Employed
40.0,45738.37,16690.39,Yes,High School,Male,669.0,Unemployed
47.0,41475.85,21583.31,No,Masters,Female,739.0,Employed
41.0,87066.48,20111.38,Yes,Masters,Female,671.0,Employed
41.0,40412.53,21144.41,Yes,Masters,Female,696.0,Employed
34.0,43577.63,13886.07,Yes,Masters,Male,737.0,Self-Employed
36.0,109564.46,23935.6,Yes,Bachelors,Female,661.0,Employed
28.0,61042.28,12640.02,No,Bachelors,Male,626.0,Employed
46.0,83153.22,16813.44,Yes,Masters,Male,695.0,Employed
21.0,92496.63,19315.66,No,Bachelors,Female,733.0,Employed
48.0,85484.27,30861.23,No,Bachelors,Female,758.0,Employed
24.0,72991.46,20469.66,No,Bachelors,Female,656.0,Employed
48.0,69254.72,12369.59,Yes,Bachelors,Female,675.0,Employed
,80752.13,16346.79,Yes,High School,Female,758.0,Employed
26.0,65506.75,8268.46,Yes,Bachelors,Female,660.0,Employed
44.0,83897.74,22349.61,No,PhD,Male,672.0,Self-Employed
47.0,64820.82,-633.91,Yes,Bachelors,Female,792.0,Unemployed
,67089.28,14137.59,No,Bachelors,Male,698.0,Employed
45.0,107635.2,25978.5,No,Bachelors,Female,662.0,Unemployed
15.0,60392.2,18798.92,Yes,High School,Male,727.0,Employed
25.0,70384.83,17448.9,Yes,Bachelors,Female,750.0,Employed
51.0,78611.25,9040.96,Yes,PhD,Male,743.0,Self-Employed
36.0,79895.87,21654.2,Yes,Masters,Male,715.0,Employed
19.0,75857.25,10427.91,Yes,Masters,Male,680.0,Employed
31.0,44992.2,10469.3,Yes,High School,Male,802.0,Employed
29.0,73240.87,21645.43,No,Masters,Female,772.0,Employed
36.0,74856.58,,No,Masters,Male,688.0,Self-Employed
34.0,92799.21,7682.62,No,Bachelors,Male,719.0,Employed
40.0,84784.83,10179.76,Yes,Masters,Male,679.0,Employed
37.0,94117.21,15945.89,Yes,Masters,Female,729.0,Employed
52.0,,12487.65,Yes,High School,Female,727.0,Employed
42.0,50079.59,24083.5,Yes,Bachelors,Male,737.0,Employed
43.0,76561.99,15170.98,No,Bachelors,Male,792.0,Employed
50.0,92657.04,8799.09,Yes,Bachelors,Male,756.0,Employed
34.0,65991.32,5660.01,Yes,Bachelors,Female,681.0,Employed
25.0,55194.21,19502.37,Yes,Bachelors,Female,665.0,Employed
50.0,37970.66,16501.24,Yes,Masters,Female,734.0,Unemployed
39.0,77260.59,18041.89,No,High School,Female,755.0,Employed
39.0,67741.72,12865.32,Yes,PhD,Female,830.0,Self-Employed
32.0,,15771.0,Yes,High School,Male,653.0,Employed
32.0,88103.8,20953.23,Yes,Bachelors,Female,764.0,Employed
46.0,68264.11,15027.66,Yes,Bachelors,Female,695.0,Employed
,70017.74,9263.52,Yes,Bachelors,Male,808.0,Employed
46.0,87997.47,18613.89,Yes,Masters,Male,702.0,Self-Employed
46.0,113814.72,13255.24,Yes,Masters,Female,779.0,Self-Employed
44.0,61110.75,19830.98,No,Masters,Female,846.0,Employed
39.0,52475.2,15127.36,Yes,High School,Female,744.0,Employed
36.0,50218.82,19309.08,No,High School,Female,682.0,Employed
50.0,79536.48,17535.11,No,Bachelors,Male,690.0,Employed
34.0,48189.62,21490.09,Yes,Masters,Female,672.0,Employed
42.0,62535.55,19810.38,No,High School,Male,,Employed
30.0,64294.4,8475.96,Yes,Bachelors,Female,684.0,Employed
31.0,101127.98,5631.84,No,PhD,Male,841.0,Unemployed
36.0,93857.2,14615.23,No,High School,Female,681.0,Employed
30.0,39265.7,18009.11,Yes,High School,Female,727.0,Employed
46.0,101696.49,11373.3,Yes,Masters,Male,742.0,Self-Employed
,45676.98,17228.29,Yes,Bachelors,Female,740.0,Employed
39.0,73205.82,17017.62,Yes,Masters,Female,811.0,Employed
39.0,53309.13,,Yes,Bachelors,Female,647.0,Self-Employed
20.0,62233.91,11826.79,Yes,Masters,Female,656.0,Employed
34.0,50391.82,9903.13,Yes,Bachelors,Female,674.0,Employed
41.0,103510.45,27395.87,Yes,Bachelors,Female,792.0,Employed
42.0,67198.09,4396.38,Yes,Bachelors,Female,747.0,Self-Employed
36.0,74511.8,8805.79,No,Bachelors,Female,818.0,Employed
45.0,48554.48,28002.3,No,PhD,Male,624.0,Employed
37.0,41698.7,9834.9,No,High School,Male,750.0,Employed
38.0,61117.11,12186.8,Yes,Masters,Female,743.0,Self-Employed
41.0,80429.2,18400.37,Yes,Bachelors,Male,638.0,Employed
47.0,67570.96,17405.35,Yes,High School,Female,742.0,Employed
,89490.79,17215.31,Yes,Bachelors,Female,745.0,Unemployed
,72483.42,22477.0,Yes,Masters,Male,688.0,Employed
31.0,70129.3,10209.76,Yes,Bachelors,Male,746.0,Employed
,80702.25,15874.79,Yes,High School,Male,665.0,Employed
52.0,72005.99,14731.52,Yes,Bachelors,Female,757.0,Employed
44.0,88880.58,10604.85,Yes,Masters,Female,779.0,Employed
27.0,81104.22,15518.76,Yes,Bachelors,Male,678.0,Employed
,88219.3,17801.7,No,Bachelors,Male,766.0,Employed
42.0,84329.13,17924.43,Yes,High School,Male,647.0,Employed
29.0,97205.41,20347.18,No,Masters,Female,726.0,Employed
,,14799.94,Yes,Masters,Male,722.0,Employed
51.0,104951.91,9963.16,No,Masters,Female,702.0,Employed
32.0,59176.29,8079.61,No,Bachelors,Female,701.0,Employed
48.0,86695.68,12692.94,Yes,High School,Female,802.0,Employed
51.0,42385.66,8236.69,Yes,High School,Male,591.0,Employed
31.0,88941.46,11446.47,Yes,Masters,Female,798.0,Employed
29.0,71128.89,9090.91,Yes,Masters,Female,655.0,Employed
35.0,88736.01,11725.92,Yes,Masters,Female,805.0,Employed
27.0,103590.22,23917.23,Yes,Bachelors,Male,771.0,Employed
39.0,86021.93,14383.28,No,Bachelors,Female,740.0,Employed
36.0,61745.09,22861.43,Yes,Bachelors,Male,781.0,Unemployed
42.0,48240.56,17088.37,No,PhD,Female,696.0,Employed
52.0,80720.22,11887.88,No,Bachelors,Male,747.0,Employed
46.0,64281.26,14383.52,No,Bachelors,Female,714.0,Employed
43.0,83271.98,6746.59,Yes,Bachelors,Male,736.0,Self-Employed
18.0,59865.19,13344.5,No,Bachelors,Female,763.0,Self-Employed
42.0,51410.44,8445.82,Yes,Bachelors,Female,750.0,Employed
55.0,65165.2,17992.76,Yes,Masters,Female,701.0,Employed
8.0,80019.04,12825.54,Yes,Masters,Male,725.0,Employed
45.0,72443.97,13481.94,No,PhD,Female,714.0,Employed
36.0,53738.29,12910.33,No,Bachelors,Male,688.0,Employed
30.0,106010.28,19491.97,No,Bachelors,Female,772.0,Employed
46.0,67225.14,10550.82,Yes,Bachelors,Male,786.0,Employed
55.0,24763.52,10220.8,Yes,Bachelors,Female,838.0,Employed
46.0,88645.95,16712.98,Yes,Masters,Female,684.0,Employed
34.0,69777.92,20431.64,Yes,High School,Male,774.0,Employed
29.0,66589.56,16656.39,Yes,Masters,Female,739.0,Employed
39.0,66192.11,25934.27,No,Masters,Male,707.0,Self-Employed
47.0,66304.74,10328.73,Yes,Bachelors,Female,764.0,Unemployed
34.0,103379.53,4167.21,No,PhD,Female,723.0,Self-Employed
35.0,79290.64,17436.15,No,Masters,Female,716.0,Unemployed
66.0,75207.56,14233.57,Yes,Bachelors,Female,717.0,Self-Employed
49.0,64745.22,17357.82,Yes,Bachelors,Male,685.0,Unemployed
50.0,,19281.88,No,PhD,Female,783.0,Unemployed
23.0,86858.61,7373.23,Yes,Masters,Female,728.0,Self-Employed
,89781.08,13566.49,Yes,Bachelors,Female,759.0,Employed
39.0,75563.36,17930.3,Yes,Masters,Female,800.0,Employed
28.0,89998.75,16277.44,No,Bachelors,Female,675.0,Employed
54.0,77863.68,14119.98,No,High School,Male,845.0,Self-Employed
52.0,62574.22,18691.25,Yes,Bachelors,Female,725.0,Self-Employed
33.0,77388.32,19983.24,No,Bachelors,Male,742.0,Employed
56.0,111941.71,4744.09,Yes,Bachelors,Female,760.0,Employed
38.0,74076.37,22878.91,Yes,Masters,Male,675.0,Self-Employed
64.0,95403.39,8886.03,Yes,PhD,Female,680.0,Employed
39.0,93827.59,17977.21,Yes,Masters,Male,707.0,Employed
44.0,81257.39,13347.0,Yes,PhD,Male,726.0,Employed
52.0,103135.49,21274.66,Yes,Masters,Male,680.0,Employed
51.0,26541.51,18605.32,Yes,High School,Male,651.0,Unemployed
43.0,33272.44,17946.64,Yes,High School,Male,778.0,Self-Employed
37.0,104556.53,16109.95,Yes,Bachelors,Male,665.0,Employed
43.0,,12313.41,Yes,Bachelors,Male,766.0,Employed
30.0,72235.44,10049.56,No,PhD,Female,660.0,Self-Employed
40.0,105011.56,8084.77,Yes,High School,Male,686.0,Employed
27.0,73993.0,11871.55,No,Bachelors,Male,711.0,Employed
20.0,103792.18,19560.66,Yes,High School,Male,834.0,Employed
39.0,62235.21,9990.38,Yes,High School,Male,,Employed
51.0,82317.89,21045.09,No,Masters,Male,733.0,Employed
47.0,71162.7,9870.96,Yes,Bachelors,Male,713.0,Employed
37.0,99812.67,14178.06,Yes,Masters,Male,676.0,Self-Employed
55.0,64767.7,17255.49,No,Masters,Female,,Employed
32.0,50713.93,20132.7,No,Bachelors,Male,721.0,Employed
19.0,60647.62,13167.03,No,Bachelors,Female,790.0,Employed
16.0,61534.95,17406.24,No,Bachelors,Female,663.0,Employed
26.0,57057.0,16062.86,Yes,High School,Male,787.0,Employed
46.0,56225.54,13751.11,No,High School,Female,732.0,Employed
32.0,92434.35,9806.56,No,PhD,Male,681.0,Employed
43.0,98156.39,17200.22,Yes,Masters,Female,735.0,Employed
54.0,77838.55,15139.32,Yes,Masters,Male,679.0,Employed
27.0,57053.41,13402.28,Yes,High School,Female,780.0,Employed
43.0,58319.39,15573.88,No,High School,Male,714.0,Employed
43.0,28541.77,17855.78,Yes,PhD,Male,680.0,Employed
29.0,77593.71,6600.63,Yes,Bachelors,Female,692.0,Employed
52.0,56345.4,12268.72,Yes,Bachelors,Male,681.0,Unemployed
35.0,99422.01,10129.07,No,Masters,Male,797.0,Employed
34.0,42437.72,10507.38,No,Masters,Male,664.0,Employed
59.0,58152.95,11055.48,Yes,Masters,Male,717.0,Self-Employed
43.0,,20492.06,Yes,Masters,Female,733.0,Employed
47.0,79304.59,16666.21,Yes,Masters,Female,698.0,Employed
52.0,106058.91,9500.17,Yes,Bachelors,Male,653.0,Self-Employed
31.0,42591.38,15929.12,Yes,High School,Female,825.0,Self-Employed
50.0,63961.24,17141.1,No,High School,Female,704.0,Employed
33.0,41436.62,13206.51,Yes,Bachelors,Female,654.0,Employed
33.0,85799.03,8563.38,No,Bachelors,Male,681.0,Employed
35.0,57062.12,9556.95,Yes,Masters,Female,726.0,Employed
32.0,67933.93,7069.19,No,Bachelors,Female,711.0,Self-Employed
46.0,66554.73,25699.69,Yes,Masters,Female,650.0,Employed
41.0,72325.74,6356.67,No,Masters,Female,,Unemployed
33.0,66874.59,8728.96,No,Bachelors,Male,,Employed
45.0,50566.36,14882.57,Yes,Bachelors,Male,759.0,Self-Employed
35.0,71698.0,5863.03,Yes,High School,Male,739.0,Unemployed
35.0,54112.26,9205.74,No,Bachelors,Female,705.0,Employed
38.0,86291.26,15574.65,No,High School,Male,883.0,Employed
43.0,71148.27,16016.01,No,Bachelors,Male,692.0,Employed
42.0,49205.14,17048.59,Yes,High School,Female,714.0,Employed
34.0,118137.51,18577.24,Yes,High School,Female,798.0,Employed
46.0,103177.04,14798.36,No,Bachelors,Female,760.0,Employed
36.0,118869.45,11555.65,No,Masters,Male,675.0,Employed
31.0,63142.09,17286.99,Yes,PhD,Female,739.0,Employed
23.0,53296.28,21952.52,No,Masters,Male,770.0,Employed
48.0,86129.98,18088.2,Yes,PhD,Female,588.0,Unemployed
38.0,92160.56,10681.2,Yes,Masters,Female,700.0,Employed
40.0,73934.54,18070.82,Yes,High School,Female,811.0,Unemployed
48.0,27925.19,17796.04,Yes,Masters,Male,686.0,Employed
33.0,50377.91,8814.54,No,High School,Male,794.0,Employed
24.0,78450.09,13834.76,No,Bachelors,Male,682.0,Self-Employed
39.0,56796.53,17833.1,No,Bachelors,Female,731.0,Employed
41.0,42699.8,20805.81,Yes,High School,Female,724.0,Employed
35.0,64846.89,11767.14,Yes,Masters,Female,684.0,Employed
53.0,5067.23,7713.64,Yes,Bachelors,Female,632.0,Self-Employed
13.0,57933.89,17542.99,Yes,High School,Male,761.0,Unemployed
49.0,61479.53,13759.25,No,High School,Male,691.0,Employed
46.0,76207.94,16198.33,Yes,High School,Male,822.0,Self-Employed
43.0,80952.42,15951.38,Yes,Bachelors,Female,705.0,Employed
5.0,77554.2,15742.59,Yes,Bachelors,Female,713.0,Employed
51.0,87944.98,12932.11,Yes,PhD,Female,744.0,Employed
28.0,66640.42,,Yes,High School,Female,682.0,Employed
33.0,40888.24,10755.67,No,Bachelors,Male,718.0,Unemployed
36.0,70883.89,16326.51,No,Bachelors,Male,638.0,Self-Employed
42.0,52489.99,16950.87,Yes,Masters,Female,765.0,Employed
44.0,42862.26,14022.34,No,Bachelors,Female,642.0,Employed
47.0,81580.33,18966.25,Yes,Bachelors,Male,764.0,Employed
46.0,41742.34,12674.31,Yes,Masters,Male,704.0,Employed
41.0,83604.19,26484.08,Yes,Masters,Female,687.0,Employed
42.0,44156.83,16182.99,Yes,Masters,Male,697.0,Self-Employed
,64189.09,21191.56,Yes,Bachelors,Male,743.0,Self-Employed
30.0,58719.55,19440.26,Yes,Bachelors,Male,741.0,Employed
47.0,92737.9,22117.71,Yes,Bachelors,Male,699.0,Employed
46.0,81886.73,15440.41,Yes,Masters,Female,678.0,Employed
45.0,,20635.68,Yes,Bachelors,Female,660.0,Unemployed
33.0,66848.1,22279.99,Yes,Bachelors,Female,603.0,Employed
47.0,96588.25,16439.99,Yes,High School,Female,782.0,Employed
26.0,99860.39,,No,Bachelors,Male,735.0,Employed
49.0,42623.81,24148.8,Yes,Masters,Female,783.0,Self-Employed
35.0,96323.93,15095.05,Yes,PhD,Male,770.0,Employed
55.0,94792.96,15392.91,Yes,Masters,Male,771.0,Employed
23.0,73572.26,16351.7,Yes,Bachelors,Female,696.0,Unemployed
56.0,68184.8,11083.87,No,Bachelors,Female,728.0,Employed
34.0,58991.29,16700.67,Yes,Masters,Female,671.0,Unemployed
34.0,44931.92,16741.13,No,Bachelors,Female,749.0,Employed
40.0,76778.86,14949.55,Yes,Bachelors,Female,729.0,Unemployed
31.0,66598.87,14667.07,No,Masters,Male,744.0,Employed
37.0,78698.41,13889.04,Yes,High School,Male,715.0,Employed
31.0,79176.21,13099.41,Yes,Bachelors,Male,777.0,Employed
31.0,120358.04,18632.92,Yes,Bachelors,Female,694.0,Employed
43.0,93933.67,16451.73,Yes,Bachelors,Male,673.0,Employed
,80938.33,19656.06,Yes,PhD,Male,796.0,Self-Employed
30.0,27260.77,12392.61,Yes,Masters,Male,747.0,Employed
24.0,77846.19,20638.99,No,High School,Female,703.0,Employed
33.0,101645.35,19457.2,Yes,Masters,Male,639.0,Employed
51.0,61460.79,13785.43,Yes,Bachelors,Female,699.0,Self-Employed
30.0,113813.62,11668.63,Yes,Masters,Female,611.0,Employed
31.0,80877.29,17973.59,Yes,Masters,Male,673.0,Self-Employed
40.0,75891.1,7069.97,No,Masters,Male,697.0,Employed
34.0,50184.6,12924.83,Yes,Masters,Male,752.0,Employed
60.0,100074.01,16377.44,Yes,Bachelors,Female,719.0,Employed
36.0,53387.47,14250.9,Yes,Masters,Male,677.0,Employed
41.0,58712.53,9643.99,No,High School,Male,780.0,Unemployed
47.0,32378.46,15451.96,Yes,High School,Female,666.0,Employed
47.0,87923.08,10005.98,Yes,Masters,Female,620.0,Employed
40.0,81753.3,16303.76,Yes,High School,Female,764.0,Unemployed
36.0,70204.04,13042.85,Yes,Masters,Male,697.0,Unemployed
58.0,84804.9,14307.73,Yes,High School,Female,757.0,Employed
37.0,82919.8,10889.66,No,Bachelors,Female,681.0,Employed
34.0,62689.67,18868.88,No,Masters,Female,682.0,Employed
32.0,54303.26,14269.7,Yes,Masters,Male,659.0,Unemployed
21.0,35694.55,11309.97,No,High School,Male,729.0,Employed
46.0,66446.47,14396.32,Yes,Masters,Female,754.0,Self-Employed
15.0,43837.01,23674.1,Yes,PhD,Female,768.0,Self-Employed
38.0,,16674.03,Yes,Bachelors,Male,794.0,Employed
36.0,66791.65,20379.34,No,Masters,Male,746.0,Employed
60.0,61959.38,6941.66,Yes,Masters,Female,669.0,Employed
20.0,90930.32,14013.17,Yes,Bachelors,Male,784.0,Employed
29.0,50272.72,10000.39,No,Bachelors,Female,728.0,Employed
37.0,33040.35,12403.24,No,Bachelors,Male,764.0,Employed
,65492.14,11167.25,Yes,PhD,Female,,Employed
33.0,55201.14,21446.96,No,High School,Male,727.0,Employed
37.0,,18584.65,Yes,High School,Male,727.0,Employed
25.0,51728.08,11223.06,Yes,Masters,Male,665.0,Self-Employed
42.0,78410.56,12676.66,Yes,Bachelors,Male,630.0,Employed
15.0,50542.39,16814.3,Yes,Masters,Female,699.0,Self-Employed
38.0,50325.95,19453.06,Yes,High School,Female,793.0,Employed
32.0,82328.7,20204.97,No,Bachelors,Male,706.0,Employed
48.0,69070.96,18175.6,Yes,Masters,Female,720.0,Employed
56.0,46258.65,24070.63,No,Bachelors,Male,717.0,Unemployed
35.0,50963.69,17133.86,No,Masters,Female,770.0,Unemployed
52.0,62543.71,12775.5,No,Masters,Female,661.0,Employed
35.0,,10926.04,Yes,Masters,Female,761.0,Employed
28.0,64241.3,9602.33,Yes,Masters,Female,711.0,Employed
55.0,64945.13,8951.22,No,High School,Male,719.0,Employed
43.0,51658.7,18373.24,No,Masters,Female,742.0,Employed
38.0,83000.77,22954.13,Yes,PhD,Male,717.0,Employed
45.0,49592.35,15523.71,Yes,PhD,Male,734.0,Employed
41.0,94913.37,24140.31,Yes,Masters,Male,689.0,Self-Employed
37.0,65630.32,15137.61,Yes,High School,Male,779.0,Employed
25.0,56806.83,18034.48,Yes,Bachelors,Female,726.0,Employed
35.0,80787.31,7088.5,Yes,Masters,Male,770.0,Self-Employed
44.0,70688.93,19061.16,Yes,High School,Female,747.0,Employed
37.0,85197.85,11814.36,Yes,High School,Male,766.0,Self-Employed
47.0,29978.86,19153.0,Yes,Bachelors,Female,766.0,Self-Employed
42.0,80337.03,,Yes,High School,Male,733.0,Self-Employed
29.0,59614.46,16524.03,Yes,High School,Female,766.0,Employed
25.0,70751.69,17166.22,Yes,Masters,Male,741.0,Self-Employed
36.0,68236.6,15592.52,No,High School,Female,821.0,Unemployed
33.0,96932.32,18198.02,Yes,PhD,Male,728.0,Employed
41.0,32790.07,24365.51,Yes,Masters,Female,740.0,Employed
31.0,,15057.47,No,PhD,Female,758.0,Self-Employed
32.0,84128.88,15824.18,Yes,PhD,Female,696.0,Self-Employed
49.0,73042.73,,Yes,Bachelors,Female,764.0,Employed
39.0,41329.5,17110.32,Yes,Bachelors,Female,700.0,Employed
31.0,36558.64,11094.41,No,Masters,Male,698.0,Employed
38.0,58781.07,14010.83,No,Bachelors,Female,697.0,Self-Employed
52.0,82702.06,17386.91,Yes,High School,Male,607.0,Self-Employed
41.0,69879.95,6919.83,No,Masters,Female,741.0,Employed
44.0,81564.8,,No,Masters,Male,722.0,Employed
30.0,40732.87,16255.7,Yes,High School,Male,725.0,Self-Employed
,70887.99,18516.01,No,Masters,Male,746.0,Employed
61.0,91907.63,11807.51,Yes,High School,Male,719.0,Employed
30.0,99037.74,20562.85,Yes,Bachelors,Male,756.0,Employed
26.0,44920.66,16524.49,Yes,Masters,Female,690.0,Employed
40.0,62961.55,11448.07,Yes,Masters,Female,663.0,Self-Employed
47.0,63184.06,8152.78,No,High School,Male,709.0,Employed
37.0,57472.7,12292.72,Yes,Bachelors,Male,729.0,Employed
27.0,88155.4,19353.69,No,Masters,Female,736.0,Unemployed
37.0,127429.51,17227.56,No,High School,Female,735.0,Unemployed
44.0,47725.71,4271.6,Yes,Bachelors,Female,839.0,Employed
34.0,78495.36,13334.95,No,Bachelors,Female,614.0,Employed
44.0,75910.65,15626.83,Yes,Masters,Female,736.0,Self-Employed
50.0,76339.67,24547.29,Yes,Bachelors,Female,701.0,Employed
40.0,96659.94,21439.01,No,Bachelors,Female,753.0,Self-Employed
38.0,77465.86,14107.18,No,Masters,Female,743.0,Unemployed
46.0,27274.04,15905.8,No,Masters,Female,708.0,Employed
29.0,41263.51,8186.72,Yes,Bachelors,Female,666.0,Unemployed
28.0,48661.18,1866.39,Yes,Masters,Male,695.0,Employed
35.0,55028.68,13015.36,No,High School,Female,705.0,Employed
33.0,67208.36,20015.66,Yes,Masters,Male,662.0,Employed
30.0,65705.84,15905.13,No,Bachelors,Female,769.0,Employed
56.0,33532.05,11254.85,Yes,PhD,Male,788.0,Employed
60.0,37825.95,19562.23,Yes,High School,Male,684.0,Employed
34.0,27620.36,23966.86,No,Masters,Male,630.0,Employed
39.0,38919.73,7554.94,Yes,Masters,Male,692.0,Employed
36.0,89823.29,14737.17,Yes,Bachelors,Male,645.0,Unemployed
49.0,64590.94,12336.08,Yes,Masters,Female,750.0,Unemployed
51.0,50945.92,15221.81,No,PhD,Female,684.0,Self-Employed
20.0,31648.48,12719.35,Yes,High School,Female,640.0,Self-Employed
43.0,49743.52,,Yes,Bachelors,Male,659.0,Employed
,82143.65,14402.9,Yes,High School,Male,650.0,Employed
56.0,79513.28,16501.07,Yes,Bachelors,Male,757.0,Employed
42.0,64950.74,15838.32,Yes,Bachelors,Male,680.0,Employed
30.0,64659.23,8734.35,Yes,Bachelors,Male,712.0,Employed
,34574.96,16017.61,Yes,Masters,Female,724.0,Employed
35.0,54478.87,7639.89,No,High School,Male,664.0,Employed
43.0,81111.6,24016.1,No,High School,Male,643.0,Employed
48.0,56503.71,19516.31,Yes,Masters,Female,708.0,Employed
27.0,102469.53,12116.0,No,Bachelors,Female,780.0,Employed
56.0,94111.31,14165.46,Yes,Bachelors,Male,693.0,Employed
54.0,60924.51,20131.1,Yes,Bachelors,Female,816.0,Employed
29.0,64692.68,16364.03,Yes,Masters,Female,1100.0,Employed
39.0,114461.5,6742.27,Yes,Masters,Male,667.0,Self-Employed
55.0,86943.9,15841.37,Yes,PhD,Male,690.0,Unemployed
50.0,71405.5,20427.16,No,High School,Male,612.0,Unemployed
35.0,73714.05,3331.12,Yes,Masters,Male,742.0,Unemployed
46.0,72977.85,15689.88,No,High School,Female,704.0,Employed
68.0,69660.53,10821.99,Yes,Bachelors,Male,681.0,Employed
39.0,48580.45,21337.36,No,Bachelors,Female,798.0,Self-Employed
32.0,61953.67,12735.33,Yes,Bachelors,Female,691.0,Employed
40.0,41279.21,12221.71,Yes,High School,Female,759.0,Unemployed
40.0,84496.21,19138.58,No,Bachelors,Female,713.0,Self-Employed
33.0,67350.24,10512.37,No,Bachelors,Female,764.0,Self-Employed
42.0,85509.7,15419.28,Yes,Masters,Male,736.0,Employed
25.0,44511.44,16405.62,Yes,Masters,Female,746.0,Unemployed
31.0,98441.59,14030.09,Yes,Masters,Male,696.0,Self-Employed
46.0,95954.2,8480.93,No,Bachelors,Male,731.0,Employed
20.0,38511.43,10641.91,No,Bachelors,Female,701.0,Employed
,59882.4,14346.81,Yes,High School,Male,658.0,Employed
18.0,62053.42,5529.52,Yes,Bachelors,Male,668.0,Self-Employed
21.0,41242.1,15427.34,Yes,Bachelors,Female,693.0,Unemployed
33.0,64802.64,13683.57,Yes,Bachelors,Male,730.0,Employed
41.0,81161.84,17861.28,Yes,Bachelors,Female,748.0,Self-Employed
51.0,60611.42,18247.74,No,High School,Female,769.0,Employed
39.0,35742.36,9387.6,Yes,Bachelors,Male,799.0,Employed
36.0,85449.76,12403.11,Yes,Bachelors,Male,687.0,Employed
44.0,54166.08,10361.02,No,PhD,Male,789.0,Employed
29.0,56274.59,12367.94,No,Masters,Male,661.0,Unemployed
39.0,103625.85,13740.18,No,High School,Male,723.0,Employed
26.0,77933.09,20598.55,Yes,Bachelors,Female,661.0,Employed
39.0,53818.81,12020.31,Yes,High School,Male,684.0,Employed
37.0,46218.04,19433.02,No,Masters,Male,649.0,Self-Employed
30.0,89317.81,16301.35,Yes,Bachelors,Female,721.0,Employed
40.0,87940.9,21929.47,Yes,High School,Female,677.0,Employed
40.0,,13233.04,No,Masters,Male,689.0,Unemployed
50.0,44819.8,10932.74,Yes,Bachelors,Male,688.0,Employed
22.0,77711.99,15720.09,Yes,Bachelors,Female,692.0,Employed
37.0,81878.44,6964.2,Yes,Masters,Female,753.0,Employed
30.0,62545.2,15788.23,Yes,PhD,Male,779.0,Self-Employed
47.0,47936.73,17828.76,Yes,Bachelors,Male,658.0,Unemployed
46.0,70495.17,20492.24,Yes,Bachelors,Female,720.0,Self-Employed
43.0,79234.99,17030.43,Yes,Masters,Female,735.0,Employed
31.0,60258.02,14285.57,Yes,PhD,Male,721.0,Employed
47.0,75237.86,24705.3,No,High School,Female,826.0,Employed
23.0,77219.47,14953.28,Yes,Masters,Male,709.0,Unemployed
21.0,92909.28,9707.04,No,Bachelors,Male,655.0,Self-Employed
25.0,61586.34,14827.83,Yes,Bachelors,Female,690.0,Employed
38.0,47214.88,8278.71,Yes,Masters,Male,729.0,Employed
45.0,68653.61,8830.88,Yes,Masters,Male,741.0,Employed
8.0,103750.04,16208.24,No,Masters,Female,698.0,Unemployed
51.0,34737.52,8370.62,Yes,Bachelors,Male,728.0,Unemployed
39.0,23738.8,11916.81,Yes,Masters,Female,793.0,Employed
,67839.23,9157.05,No,Masters,Female,816.0,Self-Employed
39.0,62414.49,15701.45,Yes,High School,Female,786.0,Self-Employed
49.0,65832.7,11440.84,No,Masters,Female,773.0,Employed
44.0,65088.52,17660.56,Yes,Masters,Female,756.0,Unemployed
49.0,90111.54,17256.69,No,Bachelors,Male,712.0,Employed
24.0,69150.76,8478.22,No,Bachelors,Female,715.0,Self-Employed
34.0,86391.79,19604.28,Yes,Masters,Female,766.0,Employed
29.0,20449.93,14142.18,Yes,Bachelors,Female,765.0,Unemployed
55.0,59419.24,8877.51,No,Bachelors,Male,746.0,Employed
44.0,53694.08,16864.57,Yes,Bachelors,Female,773.0,Employed
66.0,24306.97,23803.44,Yes,Masters,Male,627.0,Self-Employed
,72067.93,14017.9,Yes,Bachelors,Male,738.0,Employed
31.0,,6759.22,Yes,Masters,Male,656.0,Employed
37.0,60659.05,19614.14,Yes,Masters,Female,707.0,Self-Employed
52.0,67480.48,22877.09,Yes,Masters,Male,,Employed
34.0,72067.81,9598.84,Yes,Bachelors,Female,703.0,Employed
39.0,90261.97,11021.45,No,High School,Male,680.0,Employed
,82850.6,15177.29,Yes,PhD,Female,762.0,Employed
,76571.09,5330.06,Yes,Bachelors,Female,748.0,Employed
31.0,116144.77,25408.42,No,Bachelors,Male,781.0,Employed
37.0,55838.54,14746.02,Yes,PhD,Male,704.0,Employed
36.0,42801.97,15206.33,No,Masters,Female,714.0,Employed
38.0,93483.04,16786.93,Yes,Masters,Male,851.0,Employed
47.0,107336.76,13708.51,No,Bachelors,Female,703.0,Employed
56.0,57296.16,12423.19,No,Bachelors,Male,642.0,Unemployed
30.0,97556.04,10292.77,No,PhD,Male,763.0,Unemployed
,59330.88,9108.89,Yes,Bachelors,Female,768.0,Employed
30.0,81695.06,17032.47,Yes,Bachelors,Female,777.0,Employed
40.0,82805.46,21763.11,Yes,Masters,Female,774.0,Self-Employed
33.0,57378.94,19749.78,Yes,Masters,Female,675.0,Employed
,,13554.43,Yes,High School,Female,754.0,Self-Employed
49.0,109231.65,14037.09,No,Masters,Female,745.0,Employed
13.0,49575.87,23091.42,No,High School,Female,755.0,Self-Employed
,74021.08,11006.47,Yes,High School,Female,714.0,Unemployed
33.0,88290.05,6657.51,Yes,Bachelors,Female,772.0,Employed
43.0,32348.33,16257.4,No,High School,Male,745.0,Unemployed
29.0,70524.61,19262.55,Yes,Bachelors,Male,738.0,Employed
50.0,36936.44,2559.9,No,Masters,Male,696.0,Employed
47.0,83349.69,16991.36,Yes,High School,Female,761.0,Employed
44.0,71719.46,9358.3,No,High School,Female,714.0,Self-Employed
46.0,62524.62,7907.32,No,Masters,Male,734.0,Self-Employed
,38661.97,13554.12,Yes,PhD,Female,716.0,Employed
32.0,58027.96,9225.85,Yes,Masters,Male,758.0,Employed
46.0,80383.94,6149.96,No,PhD,Male,728.0,Employed
30.0,69180.6,15541.25,Yes,Masters,Female,674.0,Employed
52.0,93850.62,14778.41,Yes,High School,Male,768.0,Self-Employed
35.0,92555.17,6410.1,Yes,Masters,Male,,Self-Employed
43.0,91705.89,7965.17,Yes,High School,Male,743.0,Unemployed
59.0,59244.63,17324.94,Yes,High School,Female,732.0,Employed
31.0,75899.51,17642.49,Yes,High School,Male,680.0,Employed
39.0,50695.32,1769.29,Yes,High School,Female,722.0,Employed
49.0,44801.31,8682.3,Yes,Masters,Female,686.0,Unemployed
48.0,93637.07,14586.82,Yes,Bachelors,Female,745.0,Employed
35.0,46269.52,17115.69,Yes,Bachelors,Female,755.0,Employed
33.0,44120.93,17054.06,Yes,High School,Male,776.0,Self-Employed
36.0,72103.89,18014.84,Yes,PhD,Male,728.0,Employed
52.0,64586.48,11398.06,Yes,PhD,Male,745.0,Employed
35.0,66315.63,15889.44,Yes,PhD,Female,703.0,Self-Employed
39.0,116113.09,13030.7,No,High School,Female,662.0,Employed
34.0,50110.67,12197.64,Yes,Bachelors,Female,689.0,Employed
45.0,79900.66,7442.24,Yes,High School,Male,751.0,Employed
40.0,71733.85,16486.75,Yes,Bachelors,Female,706.0,Employed
28.0,90186.78,6753.88,Yes,Masters,Female,642.0,Unemployed
28.0,54284.22,9147.45,Yes,High School,Male,717.0,Employed
18.0,65510.7,18432.43,Yes,Masters,Male,704.0,Employed
30.0,72282.93,14170.37,Yes,High School,Female,712.0,Self-Employed
46.0,41323.58,20257.62,No,Masters,Male,742.0,Employed
51.0,33888.99,13317.57,No,Masters,Male,,Employed
45.0,69584.03,12222.52,Yes,Masters,Male,663.0,Employed
44.0,96752.75,,Yes,Masters,Female,794.0,Employed
37.0,62955.93,12998.89,Yes,PhD,Male,725.0,Self-Employed
46.0,65698.31,16406.25,Yes,Masters,Male,776.0,Employed
41.0,93014.11,14188.32,Yes,Masters,Female,741.0,Employed
56.0,67023.68,15601.04,Yes,Masters,Male,722.0,Self-Employed
37.0,85538.18,13892.98,Yes,High School,Male,742.0,Employed
51.0,123329.35,19389.7,Yes,Masters,Female,648.0,Unemployed
47.0,58458.71,15340.47,Yes,Bachelors,Male,695.0,Employed
45.0,66458.91,13339.03,Yes,Bachelors,Female,732.0,Employed
18.0,77924.36,16270.2,No,Masters,Male,654.0,Employed
47.0,99832.48,7260.16,Yes,High School,Female,723.0,Self-Employed
37.0,67697.46,20063.36,Yes,Bachelors,Male,676.0,Employed
34.0,84585.38,7467.42,No,Masters,Male,743.0,Unemployed
23.0,76957.7,11681.27,Yes,High School,Female,744.0,Employed
38.0,68555.2,12737.37,Yes,Bachelors,Male,786.0,Employed
38.0,61591.57,16246.54,No,Bachelors,Female,739.0,Employed
25.0,57815.69,23101.27,Yes,High School,Male,665.0,Employed
23.0,131310.52,20156.28,No,Bachelors,Male,692.0,Employed
43.0,39179.04,7638.69,No,Bachelors,Female,656.0,Self-Employed
,41074.21,10570.73,Yes,Masters,Female,739.0,Employed
40.0,74894.81,8002.51,Yes,High School,Male,696.0,Employed
50.0,74065.32,8500.33,Yes,PhD,Male,721.0,Employed
37.0,78527.06,12049.5,Yes,Bachelors,Female,712.0,Employed
37.0,52509.1,21548.68,Yes,Bachelors,Male,656.0,Self-Employed
29.0,49470.55,13771.67,No,High School,Male,735.0,Employed
22.0,64290.06,14420.77,No,Masters,Female,763.0,Employed
57.0,88152.28,16144.43,Yes,Bachelors,Female,684.0,Unemployed
49.0,49645.31,10302.37,Yes,Masters,Male,704.0,Employed
24.0,73022.5,14646.02,No,Bachelors,Male,756.0,Employed
40.0,59754.81,,Yes,Bachelors,Male,683.0,Employed
37.0,39510.38,27295.61,Yes,Bachelors,Male,715.0,Employed
35.0,44371.85,19619.64,Yes,Bachelors,Female,742.0,Employed
34.0,88206.96,23229.9,No,Bachelors,Female,768.0,Employed
42.0,57923.34,15144.81,Yes,High School,Male,728.0,Employed
46.0,94876.17,17642.27,Yes,PhD,Female,682.0,Self-Employed
42.0,69255.05,16307.78,Yes,Masters,Male,734.0,Employed
37.0,42643.48,6056.93,Yes,Masters,Female,697.0,Employed
36.0,79543.98,2688.07,Yes,High School,Male,715.0,Employed
47.0,53973.18,9375.94,No,Masters,Female,665.0,Employed
43.0,62463.1,21217.38,Yes,Bachelors,Female,676.0,Employed
39.0,92654.48,13024.56,No,Masters,Female,749.0,Employed
38.0,44206.43,18892.36,Yes,Bachelors,Male,732.0,Employed
41.0,61007.7,,Yes,Masters,Female,701.0,Employed
33.0,48329.36,8583.98,Yes,High School,Male,678.0,Employed
46.0,46193.34,22379.5,Yes,PhD,Male,781.0,Employed
27.0,,9187.84,Yes,Bachelors,Male,745.0,Self-Employed
34.0,52848.61,13968.12,No,Masters,Male,827.0,Self-Employed
44.0,64521.86,9601.1,No,High School,Male,679.0,Employed
27.0,82776.8,16185.26,No,High School,Male,651.0,Employed
22.0,54982.79,14190.72,Yes,Bachelors,Female,738.0,Unemployed
39.0,40636.35,18985.16,Yes,Masters,Female,713.0,Employed
21.0,82829.52,19998.39,No,Masters,Male,710.0,Employed
25.0,54848.43,22900.94,Yes,Masters,Female,666.0,Employed
46.0,106555.38,18758.83,No,Bachelors,Male,721.0,Employed
36.0,61820.08,19074.12,Yes,Masters,Male,690.0,Unemployed
51.0,67280.5,12759.08,Yes,High School,Male,672.0,Employed
26.0,23918.15,14110.14,Yes,Bachelors,Male,690.0,Employed
37.0,46765.33,16569.82,Yes,Bachelors,Female,644.0,Employed
42.0,24417.19,8795.91,Yes,Bachelors,Female,767.0,Unemployed
26.0,75881.75,20616.4,Yes,Masters,Female,715.0,Employed
48.0,68364.06,14331.03,Yes,PhD,Female,714.0,Self-Employed
43.0,82602.46,15971.63,No,Bachelors,Male,784.0,Employed
22.0,86148.2,7408.81,Yes,Bachelors,Male,691.0,Employed
38.0,89229.44,13181.48,Yes,Bachelors,Male,665.0,Employed
42.0,65499.2,19313.4,Yes,Masters,Female,748.0,Employed
32.0,71708.26,17097.49,No,Bachelors,Male,664.0,Employed
23.0,81578.84,19147.77,Yes,Bachelors,Male,613.0,Unemployed
41.0,54105.44,13313.3,Yes,Bachelors,Female,750.0,Unemployed
60.0,51239.75,15644.75,Yes,Bachelors,Female,731.0,Self-Employed
34.0,100801.34,14481.19,Yes,Masters,Male,700.0,Employed
54.0,33876.72,18322.49,No,Bachelors,Male,657.0,Employed
30.0,80000.08,16304.15,Yes,Bachelors,Female,746.0,Employed
40.0,76824.23,13085.77,Yes,PhD,Female,696.0,Self-Employed
46.0,47533.59,2199.3,Yes,Masters,Male,758.0,Employed
38.0,56643.14,15852.7,Yes,PhD,Female,747.0,Unemployed
,62863.18,6609.98,Yes,Bachelors,Male,679.0,Employed
45.0,74333.45,18445.63,No,Bachelors,Male,655.0,Unemployed
57.0,77033.43,19159.74,No,Masters,Male,741.0,Employed
41.0,,3577.52,Yes,Bachelors,Male,,Unemployed
33.0,73767.85,,Yes,High School,Female,736.0,Self-Employed
36.0,83189.01,16374.54,Yes,High School,Male,719.0,Self-Employed
63.0,82265.26,16880.5,No,Masters,Male,768.0,Employed
39.0,100686.13,8838.53,No,Bachelors,Female,879.0,Self-Employed
,90862.71,17384.29,Yes,PhD,Male,804.0,Employed
27.0,70355.83,8704.23,Yes,Masters,Female,733.0,Employed
20.0,82813.64,18450.83,Yes,Masters,Female,759.0,Self-Employed
42.0,78476.46,17169.23,No,High School,Male,708.0,Self-Employed
45.0,73288.13,13350.23,No,Bachelors,Female,612.0,Employed
34.0,52628.03,17123.98,Yes,Bachelors,Female,797.0,Employed
38.0,73245.12,10265.15,Yes,Bachelors,Male,685.0,Employed
26.0,28695.03,12206.92,No,Bachelors,Male,654.0,Employed
39.0,91446.5,20820.01,Yes,High School,Female,773.0,Self-Employed
43.0,77006.95,20623.1,Yes,Masters,Female,840.0,Employed
33.0,66816.3,9512.27,Yes,PhD,Male,745.0,Employed
55.0,61585.63,11904.45,Yes,PhD,Male,709.0,Employed
30.0,83090.05,12222.7,No,Bachelors,Male,773.0,Employed
41.0,106750.28,15310.3,Yes,Masters,Male,737.0,Employed
46.0,77501.6,14329.51,Yes,High School,Female,655.0,Self-Employed
37.0,,21459.03,Yes,Masters,Male,669.0,Employed
36.0,85687.08,22669.57,Yes,Bachelors,Female,696.0,Self-Employed
24.0,53891.95,24016.3,No,Masters,Male,739.0,Employed
52.0,79754.59,25797.16,Yes,Bachelors,Male,760.0,Employed
36.0,77801.36,7101.19,No,Masters,Male,701.0,Employed
43.0,53880.16,14055.18,Yes,Bachelors,Male,772.0,Employed
,61845.47,11530.76,Yes,Bachelors,Male,792.0,Employed
32.0,61448.99,10510.92,No,Masters,Male,712.0,Employed
,72004.51,22043.84,Yes,High School,Female,649.0,Unemployed
51.0,64399.22,17103.79,Yes,Bachelors,Female,756.0,Employed
27.0,75373.34,7054.3,Yes,Bachelors,Male,810.0,Employed
59.0,78613.73,27967.51,Yes,Masters,Female,697.0,Self-Employed
31.0,95353.37,5922.93,Yes,Bachelors,Female,804.0,Employed
26.0,80982.8,13230.54,No,PhD,Female,690.0,Employed
,55961.18,15439.08,Yes,High School,Male,713.0,Self-Employed
60.0,112222.06,9342.74,Yes,Bachelors,Male,782.0,Unemployed
19.0,56090.66,17750.65,Yes,Bachelors,Female,707.0,Employed
37.0,62248.15,11911.88,Yes,Bachelors,Male,651.0,Employed
43.0,81949.92,19115.03,Yes,High School,Female,755.0,Employed
38.0,127905.99,16994.78,Yes,PhD,Male,657.0,Employed
42.0,78031.71,2478.81,Yes,Masters,Male,767.0,Employed
31.0,57168.36,7248.52,No,Bachelors,Female,759.0,Employed
32.0,37213.47,19243.67,Yes,Masters,Female,794.0,Employed
37.0,35883.51,17020.5,Yes,PhD,Male,676.0,Employed
27.0,70219.16,9869.96,No,Masters,Male,676.0,Employed
38.0,80894.92,11653.57,Yes,PhD,Male,720.0,Employed
,41603.73,14560.57,Yes,PhD,Female,699.0,Employed
33.0,74439.44,4874.4,Yes,High School,Female,639.0,Employed
41.0,43728.56,26357.67,Yes,Bachelors,Male,706.0,Employed
20.0,51511.9,10098.03,Yes,Bachelors,Female,722.0,Employed
36.0,82634.97,15153.95,Yes,PhD,Female,745.0,Employed
61.0,55047.47,23353.46,Yes,Masters,Male,730.0,Employed
27.0,96201.63,14079.49,No,Bachelors,Male,710.0,Self-Employed
51.0,58312.44,16610.1,Yes,Masters,Male,799.0,Self-Employed
39.0,92188.84,10215.17,Yes,Bachelors,Male,703.0,Employed
32.0,115304.3,12258.49,No,High School,Male,689.0,Employed
25.0,55086.37,10374.1,Yes,High School,Female,,Employed
39.0,119320.57,21398.46,Yes,Bachelors,Female,749.0,Employed
53.0,70269.72,11663.44,Yes,Bachelors,Male,696.0,Employed
34.0,,11284.34,Yes,Bachelors,Female,747.0,Unemployed
37.0,64079.18,10693.45,Yes,Bachelors,Male,747.0,Employed
48.0,61931.09,16912.38,Yes,Bachelors,Male,,Self-Employed
41.0,98035.81,17907.42,Yes,Masters,Male,696.0,Employed
22.0,96356.75,5011.08,Yes,Bachelors,Male,814.0,Employed
39.0,96119.36,15339.14,No,PhD,Male,726.0,Employed
53.0,,16507.39,No,Bachelors,Male,590.0,Employed
38.0,73786.05,22025.51,Yes,High School,Male,683.0,Self-Employed
11.0,39006.11,8881.18,Yes,Masters,Male,750.0,Self-Employed
42.0,90221.97,9393.87,Yes,Masters,Female,718.0,Employed
36.0,60326.93,18207.68,Yes,Masters,Male,720.0,Employed
20.0,80061.56,14694.49,Yes,High School,Female,756.0,Self-Employed
21.0,59962.83,21893.73,Yes,Bachelors,Male,680.0,Employed
48.0,34882.94,20506.5,Yes,Masters,Female,728.0,Employed
31.0,,16396.63,Yes,PhD,Female,711.0,Employed
29.0,89247.82,14668.56,No,Masters,Male,731.0,Self-Employed
38.0,72787.38,14212.85,Yes,Masters,Female,702.0,Employed
32.0,27771.99,14850.08,Yes,Bachelors,Male,,Unemployed
39.0,85007.09,,Yes,Masters,Male,743.0,Employed
36.0,55248.24,22106.86,No,Bachelors,Male,674.0,Self-Employed
26.0,80331.53,4814.82,No,High School,Male,691.0,Self-Employed
33.0,60187.94,12902.72,Yes,High School,Female,800.0,Employed
42.0,62240.78,16023.95,Yes,Bachelors,Female,746.0,Employed
38.0,79952.35,11985.89,Yes,Bachelors,Female,764.0,Employed
37.0,53581.9,13569.52,Yes,Bachelors,Female,722.0,Unemployed
57.0,66666.32,12794.11,Yes,High School,Male,727.0,Self-Employed
45.0,80191.98,21516.5,Yes,PhD,Female,679.0,Self-Employed
47.0,113328.98,12884.35,Yes,Masters,Male,733.0,Unemployed
36.0,68510.61,11395.71,Yes,PhD,Male,733.0,Employed
40.0,86789.79,18902.6,Yes,Masters,Female,762.0,Employed
34.0,46563.84,12325.71,Yes,Bachelors,Male,707.0,Employed
46.0,103892.66,14158.41,No,High School,Female,719.0,Unemployed
37.0,53839.24,,Yes,Bachelors,Male,853.0,Self-Employed
40.0,67356.17,,No,Masters,Male,722.0,Unemployed
40.0,,14825.7,No,Masters,Female,679.0,Employed
38.0,54401.72,8675.48,No,Masters,Male,1100.0,Employed
67.0,91618.17,14499.46,No,Masters,Female,728.0,Employed
31.0,56763.85,17566.25,No,Masters,Male,676.0,Self-Employed
31.0,86612.48,5042.22,No,Masters,Female,741.0,Employed
45.0,91354.04,11738.63,No,High School,Female,771.0,Employed
32.0,81568.58,27770.01,Yes,Masters,Female,687.0,Employed
35.0,84168.62,13977.19,Yes,Bachelors,Female,783.0,Self-Employed
27.0,120617.49,20693.84,Yes,Masters,Male,688.0,Self-Employed
43.0,78330.89,14862.04,No,Bachelors,Male,,Employed
43.0,72196.79,13350.18,Yes,Masters,Female,727.0,Employed
35.0,76724.66,19666.77,No,Masters,Male,757.0,Self-Employed
45.0,95426.53,20985.46,Yes,Masters,Male,762.0,Employed
19.0,116585.51,10538.35,Yes,High School,Female,736.0,Employed
31.0,66670.69,9511.64,Yes,Bachelors,Male,663.0,Self-Employed
36.0,51752.41,8158.44,Yes,High School,Male,676.0,Self-Employed
26.0,93250.99,10608.86,Yes,Masters,Male,703.0,Employed
21.0,42738.24,20681.24,Yes,High School,Female,747.0,Employed
35.0,75155.18,15155.96,Yes,Masters,Male,700.0,Employed
45.0,,20919.98,No,Masters,Male,,Employed
51.0,67853.26,9832.81,No,Bachelors,Female,815.0,Employed
33.0,69029.2,9985.14,No,Bachelors,Female,673.0,Unemployed
45.0,36950.13,13037.85,No,Bachelors,Male,723.0,Employed
44.0,52634.37,16484.31,Yes,Masters,Female,749.0,Employed
50.0,88741.82,14300.68,Yes,Bachelors,Female,762.0,Self-Employed
34.0,,18489.59,Yes,Bachelors,Male,731.0,Employed
20.0,68280.12,17071.86,No,Bachelors,Male,714.0,Employed
39.0,63748.68,17437.71,Yes,Bachelors,Male,642.0,Unemployed
28.0,30151.23,18424.42,Yes,High School,Male,700.0,Employed
31.0,103847.53,20481.57,Yes,Bachelors,Male,750.0,Employed
35.0,,2698.6,Yes,Bachelors,Male,788.0,Employed
35.0,80978.53,14938.24,Yes,High School,Female,664.0,Employed
39.0,60622.05,,No,Bachelors,Female,783.0,Employed
45.0,53102.8,27619.44,Yes,High School,Female,770.0,Self-Employed
34.0,65280.39,,Yes,Bachelors,Female,730.0,Employed
42.0,62872.92,4011.98,Yes,Masters,Male,681.0,Self-Employed
38.0,66265.33,22126.74,No,Masters,Male,790.0,Employed
47.0,54260.96,8912.41,No,Bachelors,Female,716.0,Unemployed
36.0,49720.31,17303.1,Yes,Bachelors,Male,744.0,Self-Employed
37.0,90089.13,17689.51,Yes,Bachelors,Male,,Employed
34.0,70138.71,15630.77,Yes,PhD,Female,648.0,Self-Employed
36.0,68793.73,4332.07,No,Bachelors,Female,754.0,Employed
30.0,52170.44,13184.27,Yes,Masters,Male,740.0,Unemployed
29.0,101487.98,7152.36,No,Masters,Male,743.0,Employed
46.0,68251.43,17268.66,No,Bachelors,Female,666.0,Employed
27.0,32085.82,10574.35,Yes,High School,Male,759.0,Self-Employed
35.0,75516.47,4379.31,Yes,Masters,Male,756.0,Employed
48.0,54716.12,18558.1,No,PhD,Male,844.0,Employed
34.0,88216.68,8663.2,Yes,Masters,Male,707.0,Self-Employed
46.0,90768.63,15673.23,Yes,High School,Female,635.0,Employed
32.0,88458.68,11315.36,Yes,High School,Female,698.0,Employed
27.0,60771.86,19339.53,Yes,High School,Male,700.0,Employed
,67742.03,19130.99,Yes,Masters,Male,726.0,Employed
51.0,74972.11,16189.7,Yes,High School,Female,753.0,Employed
27.0,87853.23,14462.83,No,Bachelors,Female,693.0,Self-Employed
45.0,49244.94,12796.14,Yes,Bachelors,Female,773.0,Self-Employed
28.0,71868.52,8975.22,No,PhD,Female,720.0,Employed
51.0,107358.46,12059.21,No,Bachelors,Male,614.0,Employed
60.0,59292.13,17391.95,Yes,Masters,Female,718.0,Employed
,69478.58,24773.01,Yes,PhD,Male,689.0,Self-Employed
27.0,122269.75,17854.62,Yes,Masters,Female,727.0,Employed
46.0,65175.27,18575.05,Yes,High School,Male,772.0,Employed
43.0,39224.12,14460.92,Yes,High School,Male,661.0,Employed
46.0,68852.39,17631.34,Yes,High School,Female,712.0,Employed
32.0,103458.59,4260.74,Yes,Bachelors,Male,802.0,Employed
58.0,91134.29,11390.56,No,Masters,Male,701.0,Employed
39.0,50406.18,18518.34,No,PhD,Male,688.0,Employed
26.0,,18608.0,No,Masters,Female,813.0,Self-Employed
35.0,66483.1,12283.26,Yes,Masters,Female,745.0,Unemployed
26.0,86240.67,8458.15,No,Bachelors,Male,791.0,Employed
54.0,57692.05,14645.02,Yes,Masters,Male,686.0,Self-Employed
31.0,79890.35,12827.74,Yes,Bachelors,Male,699.0,Unemployed
43.0,108205.06,19703.07,No,High School,Female,670.0,Employed
33.0,17752.67,18516.52,Yes,Bachelors,Female,746.0,Employed
32.0,,22745.08,Yes,PhD,Male,686.0,Employed
19.0,96381.34,20552.28,Yes,PhD,Female,675.0,Employed
44.0,38873.26,13629.48,Yes,Bachelors,Male,727.0,Self-Employed
51.0,55588.06,16743.22,No,Bachelors,Female,737.0,Employed
29.0,62125.93,25172.06,Yes,High School,Female,717.0,Self-Employed
23.0,55381.8,12998.2,Yes,Bachelors,Female,726.0,Employed
46.0,53883.73,15874.64,No,Bachelors,Female,,Employed
22.0,62505.14,14978.1,Yes,Masters,Female,772.0,Self-Employed
50.0,87033.9,15083.02,Yes,Masters,Male,718.0,Self-Employed
29.0,99753.05,10629.49,Yes,PhD,Female,752.0,Employed
27.0,96053.08,21542.19,Yes,Bachelors,Male,763.0,Employed
40.0,89876.02,10414.09,Yes,High School,Female,736.0,Employed
28.0,106642.3,24290.29,No,Bachelors,Male,682.0,Unemployed
31.0,110626.55,23193.55,No,Masters,Male,628.0,Employed
42.0,73321.18,16254.47,Yes,Bachelors,Female,811.0,Employed
14.0,98619.31,15028.19,Yes,Masters,Male,722.0,Employed
54.0,78478.38,11115.12,No,Masters,Male,744.0,Employed
38.0,65675.22,15354.74,Yes,Bachelors,Female,676.0,Self-Employed
25.0,69004.63,20400.53,Yes,PhD,Male,709.0,Employed
28.0,90250.35,,Yes,Bachelors,Female,680.0,Employed
48.0,,22339.41,Yes,PhD,Male,670.0,Unemployed
44.0,81609.09,20125.29,No,Masters,Female,737.0,Unemployed
52.0,62079.24,14469.47,Yes,High School,Female,737.0,Employed
31.0,60210.42,18980.49,No,Masters,Male,726.0,Employed
41.0,32934.31,10437.04,Yes,Bachelors,Female,725.0,Employed
42.0,77218.68,14484.93,Yes,Bachelors,Male,747.0,Self-Employed
45.0,75857.85,26084.82,No,Masters,Male,584.0,Employed
49.0,49107.25,20970.37,Yes,Masters,Female,760.0,Self-Employed
31.0,79462.1,17491.49,Yes,Bachelors,Female,833.0,Employed
37.0,79126.67,15344.76,Yes,Bachelors,Male,646.0,Employed
32.0,40325.75,14628.93,Yes,Bachelors,Female,625.0,Employed
37.0,63565.12,14856.22,Yes,Masters,Female,635.0,Employed
45.0,98180.91,11131.36,Yes,Masters,Male,770.0,Unemployed
21.0,57336.39,18260.34,No,High School,Female,661.0,Self-Employed
49.0,70352.83,20222.0,Yes,Bachelors,Female,730.0,Unemployed
27.0,73209.14,13739.32,No,Masters,Male,745.0,Self-Employed
35.0,69473.28,17337.0,No,High School,Male,711.0,Employed
50.0,83774.08,11361.75,Yes,High School,Female,696.0,Unemployed
41.0,88704.43,14666.31,Yes,PhD,Female,704.0,Employed
41.0,95291.65,10768.89,No,Bachelors,Female,655.0,Self-Employed
26.0,63730.04,13865.19,Yes,Bachelors,Female,761.0,Employed
28.0,80477.33,15597.0,Yes,PhD,Male,775.0,Unemployed
47.0,86796.59,,No,High School,Male,730.0,Employed
32.0,67633.33,11936.88,Yes,Masters,Male,677.0,Unemployed
33.0,55616.77,17380.83,Yes,Masters,Male,717.0,Employed
48.0,72871.56,10218.3,No,Bachelors,Female,710.0,Employed
28.0,57885.37,16585.62,Yes,Bachelors,Female,690.0,Self-Employed
41.0,55915.44,26055.06,Yes,Masters,Female,721.0,Employed
38.0,74402.68,13143.06,Yes,PhD,Male,706.0,Unemployed
38.0,66233.67,8331.25,Yes,Masters,Female,777.0,Employed
33.0,73510.44,19483.33,No,Bachelors,Female,674.0,Unemployed
32.0,38975.47,,No,Masters,Male,709.0,Self-Employed
27.0,66489.06,17291.87,No,Bachelors,Male,677.0,Unemployed
43.0,24794.7,21359.38,Yes,Bachelors,Female,717.0,Employed
31.0,49090.6,11446.32,Yes,Bachelors,Male,733.0,Unemployed
48.0,68221.33,11593.99,Yes,PhD,Male,707.0,Unemployed
36.0,94262.45,17722.88,No,Bachelors,Female,764.0,Self-Employed
27.0,80737.02,20198.06,Yes,Bachelors,Male,803.0,Unemployed
36.0,71805.54,16186.38,Yes,High School,Female,556.0,Employed
34.0,62465.1,14642.84,Yes,Bachelors,Female,764.0,Unemployed
48.0,64988.15,16613.96,Yes,Masters,Female,718.0,Unemployed
34.0,96115.58,18667.74,Yes,Bachelors,Male,719.0,Employed
35.0,47873.03,7760.03,Yes,Bachelors,Female,707.0,Unemployed
52.0,55489.23,10049.38,No,Bachelors,Female,750.0,Employed
43.0,91335.11,14556.05,Yes,Masters,Female,723.0,Employed
55.0,63121.46,18450.42,Yes,Masters,Male,760.0,Self-Employed
51.0,108781.72,25857.66,Yes,High School,Female,721.0,Unemployed
29.0,83814.0,14433.16,Yes,Bachelors,Male,747.0,Employed
48.0,93099.14,16226.25,Yes,Bachelors,Male,759.0,Employed
53.0,37487.45,,Yes,Masters,Female,714.0,Employed
53.0,91188.53,18285.66,Yes,Bachelors,Female,758.0,Employed
48.0,53012.21,9510.27,No,Masters,Female,745.0,Employed
48.0,84315.29,14942.94,Yes,Masters,Female,729.0,Employed
35.0,62725.97,10249.67,No,Masters,Male,685.0,Self-Employed
30.0,74456.07,4438.19,No,PhD,Male,678.0,Self-Employed
34.0,47875.39,28468.95,No,Masters,Female,739.0,Employed
21.0,35588.39,19009.54,Yes,High School,Male,752.0,Employed
51.0,73011.13,19044.25,No,Masters,Male,704.0,Employed
35.0,64124.0,19544.63,No,Bachelors,Female,756.0,Employed
51.0,52124.09,22125.32,Yes,Masters,Female,685.0,Self-Employed
26.0,36359.0,15811.94,No,High School,Male,714.0,Self-Employed
49.0,16498.92,19340.93,Yes,Masters,Male,691.0,Employed
33.0,80471.18,12497.44,Yes,Masters,Male,687.0,Unemployed
25.0,64898.7,14138.9,Yes,High School,Male,680.0,Self-Employed
54.0,57922.7,,Yes,Bachelors,Male,891.0,Employed
49.0,74256.23,16009.66,No,Masters,Female,776.0,Self-Employed
40.0,90288.09,12350.02,Yes,Masters,Male,744.0,Self-Employed
38.0,,14334.42,Yes,Bachelors,Male,700.0,Employed
42.0,61137.42,19145.63,Yes,Bachelors,Male,664.0,Employed
40.0,112649.77,16510.32,Yes,Bachelors,Male,644.0,Employed
30.0,57284.95,20150.27,Yes,High School,Male,712.0,Employed
34.0,41807.38,12046.11,Yes,Masters,Female,766.0,Employed
58.0,71996.31,,Yes,Bachelors,Male,667.0,Employed
65.0,64888.78,11802.45,No,Masters,Female,748.0,Self-Employed
54.0,88941.88,14119.77,No,Masters,Male,730.0,Unemployed
43.0,59474.23,13467.46,No,Masters,Male,727.0,Employed
35.0,66696.92,9931.05,Yes,Bachelors,Male,853.0,Employed
30.0,52684.64,12935.88,No,PhD,Female,734.0,Employed
31.0,86153.17,17887.38,Yes,Masters,Female,731.0,Self-Employed
32.0,72871.4,,Yes,Masters,Female,691.0,Employed
60.0,64496.3,11680.29,Yes,Bachelors,Female,687.0,Employed
56.0,67000.19,21218.4,No,Masters,Male,665.0,Employed
45.0,69573.79,22089.38,Yes,Masters,Female,654.0,Employed
28.0,41252.78,19160.29,No,Bachelors,Female,708.0,Employed
47.0,93254.17,23540.07,Yes,High School,Female,746.0,Employed
36.0,92080.57,21823.28,No,High School,Female,627.0,Unemployed
16.0,70813.61,14557.7,No,High School,Male,713.0,Employed
41.0,68676.19,24945.77,Yes,High School,Female,680.0,Employed
30.0,50066.84,22797.62,Yes,Masters,Female,759.0,Employed
30.0,104546.7,14637.73,No,Bachelors,Female,700.0,Employed
35.0,99709.09,16256.14,Yes,Bachelors,Male,,Employed
33.0,77887.89,11690.81,No,High School,Male,691.0,Self-Employed
38.0,86400.96,14521.36,No,PhD,Female,744.0,Unemployed
37.0,94609.62,7228.06,Yes,Masters,Male,720.0,Employed
19.0,90549.4,12067.52,Yes,PhD,Male,744.0,Employed
53.0,52876.1,18969.37,Yes,PhD,Female,770.0,Unemployed
28.0,63777.47,9878.57,Yes,Masters,Female,813.0,Employed
28.0,79363.64,13434.01,Yes,Bachelors,Female,726.0,Employed
35.0,74066.5,17792.7,Yes,Masters,Female,719.0,Self-Employed
37.0,85061.18,13552.16,No,Bachelors,Male,791.0,Employed
53.0,82874.51,20757.47,Yes,Bachelors,Male,686.0,Employed
41.0,74939.43,20984.88,Yes,Bachelors,Female,744.0,Employed
44.0,17925.27,11910.3,Yes,PhD,Male,691.0,Self-Employed
41.0,93456.73,12815.29,Yes,High School,Female,713.0,Self-Employed
40.0,86780.72,15224.67,Yes,Bachelors,Male,684.0,Self-Employed
41.0,111384.28,11674.78,No,Bachelors,Female,753.0,Employed
19.0,60450.05,23168.48,Yes,High School,Male,709.0,Employed
36.0,33141.88,12938.03,Yes,High School,Female,659.0,Self-Employed
50.0,66391.03,,Yes,PhD,Male,657.0,Employed
77.0,79133.61,7513.66,Yes,PhD,Female,727.0,Employed
26.0,,11135.58,No,High School,Female,774.0,Self-Employed
42.0,97435.87,9573.21,Yes,High School,Male,627.0,Employed
32.0,56797.21,8778.96,Yes,High School,Female,706.0,Self-Employed
58.0,67982.29,12418.21,No,Bachelors,Female,690.0,Self-Employed
24.0,65080.2,16837.43,Yes,High School,Male,765.0,Employed
44.0,125486.23,22667.21,No,Bachelors,Female,672.0,Employed
24.0,51878.45,13988.96,No,Masters,Female,719.0,Employed
35.0,81674.63,15409.35,Yes,Masters,Male,657.0,Self-Employed
38.0,45975.85,16696.38,Yes,High School,Female,780.0,Employed
49.0,76859.29,11357.73,No,Masters,Female,673.0,Employed
27.0,50910.66,14880.91,Yes,High School,Male,778.0,Employed
45.0,91998.89,,Yes,Masters,Male,723.0,Employed
38.0,88162.57,16940.8,Yes,Masters,Male,675.0,Employed
41.0,75430.41,,No,Masters,Male,750.0,Employed
48.0,42171.41,15120.0,Yes,Bachelors,Male,758.0,Employed
25.0,68935.91,11898.65,Yes,High School,Male,805.0,Employed
46.0,63917.25,20217.55,No,Bachelors,Female,748.0,Unemployed
32.0,86607.86,21319.28,No,High School,Male,753.0,Employed
49.0,51950.23,12517.41,No,Bachelors,Female,762.0,Employed
41.0,93101.23,16822.44,No,Masters,Male,551.0,Self-Employed
36.0,89347.74,14682.13,Yes,Bachelors,Female,739.0,Employed
32.0,42511.98,,Yes,Masters,Female,770.0,Self-Employed
46.0,65607.94,8385.04,Yes,High School,Male,732.0,Employed
,68973.29,13973.57,Yes,Bachelors,Female,695.0,Employed
33.0,90118.96,20750.04,No,High School,Female,685.0,Employed
27.0,56263.59,19251.58,No,Bachelors,Female,718.0,Employed
45.0,74152.08,10418.56,Yes,Masters,Female,713.0,Employed
24.0,91981.17,9387.64,No,Bachelors,Male,730.0,Employed
25.0,75025.39,10631.54,Yes,Masters,Male,720.0,Employed
27.0,32853.58,10211.78,Yes,Masters,Male,752.0,Employed
34.0,60109.59,10591.2,Yes,Masters,Female,655.0,Employed
25.0,,4871.96,Yes,Bachelors,Female,760.0,Employed
19.0,85587.51,2786.48,Yes,Masters,Male,783.0,Unemployed
27.0,25012.19,2200.82,Yes,Masters,Male,636.0,Employed
44.0,74014.76,7247.41,Yes,PhD,Female,698.0,Employed
25.0,88920.09,20832.13,Yes,Bachelors,Female,762.0,Employed
35.0,80778.49,33027.95,Yes,Bachelors,Male,741.0,Unemployed
57.0,83071.5,25099.96,Yes,Masters,Female,662.0,Unemployed
38.0,111246.33,16244.11,Yes,PhD,Male,750.0,Employed
41.0,69130.94,11120.95,No,High School,Female,626.0,Employed
29.0,76095.53,12843.79,Yes,Bachelors,Male,745.0,Employed
60.0,51210.09,15702.38,Yes,Masters,Female,787.0,Employed
33.0,57306.58,25335.35,No,Masters,Male,719.0,Self-Employed
,63360.52,10041.92,Yes,Bachelors,Female,760.0,Employed
51.0,86994.51,15014.77,Yes,Masters,Male,737.0,Employed
36.0,55047.82,15486.8,Yes,Masters,Male,682.0,Employed
38.0,94692.46,14558.84,Yes,Bachelors,Female,692.0,Employed
35.0,48136.68,4956.25,Yes,Bachelors,Male,704.0,Employed
35.0,82792.1,13621.19,Yes,Bachelors,Female,708.0,Employed
42.0,81041.33,8238.15,Yes,Bachelors,Female,778.0,Employed
44.0,75149.56,26439.86,Yes,Bachelors,Male,,Employed
32.0,89692.77,17854.91,No,Bachelors,Female,763.0,Employed
30.0,55149.17,20582.24,Yes,Masters,Female,794.0,Employed
32.0,60677.47,10575.38,Yes,High School,Male,734.0,Employed
24.0,50732.94,12754.05,Yes,High School,Female,586.0,Employed
22.0,70180.24,25210.14,No,High School,Male,720.0,Employed
41.0,67601.16,20120.36,Yes,Bachelors,Female,681.0,Employed
47.0,87129.1,17107.8,No,High School,Male,754.0,Employed
47.0,77736.23,21718.33,Yes,Bachelors,Male,713.0,Self-Employed
14.0,83788.35,24805.91,Yes,PhD,Female,736.0,Employed
36.0,66057.42,22587.65,Yes,Masters,Male,723.0,Employed
27.0,78113.49,20247.58,Yes,Masters,Female,692.0,Employed
39.0,106254.71,,Yes,Bachelors,Female,678.0,Self-Employed
34.0,43089.16,13352.68,Yes,Bachelors,Female,696.0,Employed
44.0,33218.11,15978.38,Yes,High School,Male,742.0,Unemployed
38.0,82738.26,18403.33,Yes,Bachelors,Female,789.0,Employed
19.0,53029.15,16591.14,No,PhD,Female,742.0,Employed
28.0,42365.37,17515.17,Yes,Masters,Female,847.0,Employed
38.0,80678.16,14294.16,Yes,Masters,Male,752.0,Employed
39.0,49912.48,1347.05,Yes,Masters,Male,731.0,Self-Employed
24.0,100781.12,18382.95,No,Bachelors,Male,777.0,Employed
23.0,73129.39,15540.36,Yes,PhD,Male,649.0,Employed
39.0,65947.88,15634.99,Yes,High School,Male,688.0,Employed
24.0,53568.39,26005.3,No,Bachelors,Male,751.0,Employed
21.0,74303.77,16783.4,No,Masters,Male,684.0,Employed
34.0,38181.57,10975.39,Yes,Bachelors,Female,792.0,Employed
33.0,20634.2,18439.61,Yes,Bachelors,Male,695.0,Self-Employed
29.0,38916.92,15427.81,No,Masters,Female,761.0,Self-Employed
31.0,92743.8,20580.22,Yes,PhD,Female,725.0,Employed
38.0,51517.22,12016.38,Yes,Bachelors,Male,817.0,Employed
31.0,41309.95,10925.15,Yes,Masters,Male,757.0,Employed
39.0,68223.97,12300.11,Yes,Masters,Male,749.0,Employed
34.0,114493.75,6354.24,Yes,PhD,Male,702.0,Employed
40.0,91837.89,12811.69,Yes,Masters,Female,692.0,Employed
47.0,53991.11,22948.31,Yes,Bachelors,Male,724.0,Employed
46.0,53630.72,11366.05,No,Masters,Male,748.0,Employed
51.0,54080.9,8215.53,Yes,Masters,Female,737.0,Unemployed
46.0,51794.71,12359.85,Yes,Bachelors,Female,647.0,Unemployed
40.0,80875.87,16101.51,Yes,High School,Female,703.0,Self-Employed
34.0,63281.03,11269.88,Yes,PhD,Male,736.0,Employed
34.0,47737.2,15358.39,Yes,High School,Female,672.0,Employed
29.0,43274.66,16256.78,Yes,High School,Female,740.0,Self-Employed
38.0,116020.67,15008.63,Yes,PhD,Female,698.0,Employed
45.0,84774.92,14553.18,No,Bachelors,Female,750.0,Unemployed
31.0,52878.2,23818.38,Yes,Masters,Male,709.0,Unemployed
38.0,94247.19,15883.21,No,Bachelors,Female,722.0,Employed
31.0,46952.22,11045.51,No,Bachelors,Female,729.0,Employed
40.0,67257.79,18773.08,No,High School,Female,746.0,Employed
33.0,65068.72,14699.95,Yes,Masters,Female,763.0,Self-Employed
31.0,73646.52,15357.23,Yes,Masters,Female,661.0,Self-Employed
31.0,51157.96,20067.12,No,Bachelors,Male,719.0,Employed
43.0,72569.82,21707.32,Yes,Bachelors,Female,727.0,Self-Employed
37.0,35032.41,9304.01,Yes,Bachelors,Male,876.0,Employed
34.0,62465.36,23659.95,Yes,Bachelors,Female,765.0,Employed
41.0,96704.62,,Yes,Masters,Male,726.0,Employed
34.0,90507.05,14710.73,Yes,High School,Female,658.0,Employed
49.0,56079.72,9950.25,Yes,Masters,Male,711.0,Employed
28.0,39481.28,18733.51,Yes,PhD,Male,836.0,Self-Employed
36.0,26337.1,7891.38,No,High School,Male,645.0,Employed
24.0,82349.42,17691.99,Yes,Masters,Male,710.0,Employed
35.0,75567.79,23256.64,Yes,Bachelors,Male,786.0,Employed
21.0,77713.46,13426.78,Yes,Bachelors,Female,831.0,Employed
45.0,103812.06,20409.13,Yes,Bachelors,Female,710.0,Employed
46.0,73057.88,15409.72,Yes,PhD,Female,751.0,Employed
46.0,,8039.14,Yes,Bachelors,Female,769.0,Employed
38.0,42052.41,15598.69,No,Masters,Male,755.0,Employed
29.0,102478.74,14073.4,Yes,Masters,Male,736.0,Employed
30.0,66720.84,19482.28,Yes,Masters,Male,790.0,Employed
53.0,53662.48,13183.3,Yes,Masters,Female,780.0,Employed
52.0,74157.13,17494.54,Yes,PhD,Female,,Self-Employed
39.0,110006.23,9721.56,Yes,PhD,Female,807.0,Employed
33.0,112703.98,17147.32,Yes,Bachelors,Male,729.0,Employed
52.0,50592.01,15118.85,Yes,Bachelors,Female,732.0,Employed
31.0,93507.43,14362.46,Yes,Bachelors,Male,710.0,Employed
40.0,76714.63,15155.43,No,Masters,Female,602.0,Self-Employed
52.0,89751.84,13538.1,No,PhD,Male,733.0,Employed
30.0,75534.33,15707.95,Yes,Masters,Male,730.0,Employed
46.0,82297.7,14014.92,Yes,Masters,Male,662.0,Unemployed
43.0,96426.1,10133.3,No,Bachelors,Male,687.0,Employed
38.0,35016.61,8518.89,No,Bachelors,Male,771.0,Self-Employed
28.0,77207.48,12528.44,Yes,Masters,Female,654.0,Employed
31.0,46609.76,13414.39,No,Masters,Female,719.0,Employed
41.0,60728.01,-23.26,No,Bachelors,Female,764.0,Employed
24.0,70019.43,15096.58,Yes,Masters,Female,665.0,Employed
39.0,49843.36,26014.97,Yes,Bachelors,Female,725.0,Employed
43.0,58372.24,18449.8,Yes,Bachelors,Female,740.0,Employed
48.0,41985.67,14142.87,Yes,Bachelors,Female,764.0,Employed
24.0,58134.4,10923.48,Yes,Bachelors,Male,735.0,Employed
51.0,80237.03,6509.92,Yes,Bachelors,Female,744.0,Self-Employed
,87309.05,19442.97,Yes,PhD,Male,696.0,Employed
42.0,54612.42,17127.07,No,Masters,Female,741.0,Employed
28.0,96555.83,8825.14,No,Masters,Male,760.0,Self-Employed
35.0,81547.68,19816.39,No,Bachelors,Male,651.0,Self-Employed
38.0,98667.78,19197.9,No,Bachelors,Male,743.0,Employed
41.0,34584.44,11643.39,Yes,PhD,Male,858.0,Self-Employed
38.0,76225.02,13540.43,Yes,High School,Female,693.0,Employed
41.0,82224.26,16249.19,No,PhD,Male,728.0,Employed
37.0,35629.52,17764.19,No,Bachelors,Female,682.0,Self-Employed
41.0,118284.96,9526.43,Yes,Masters,Male,782.0,Employed
33.0,57268.75,17834.69,No,Masters,Female,745.0,Employed
35.0,80877.17,15296.01,No,Bachelors,Female,,Employed
32.0,88534.88,20554.23,Yes,Masters,Female,760.0,Self-Employed
57.0,72023.66,18813.36,Yes,Masters,Female,767.0,Employed
53.0,97716.56,15289.23,Yes,Bachelors,Female,662.0,Employed
44.0,109904.26,19584.01,No,High School,Female,743.0,Unemployed
51.0,47807.77,7452.6,Yes,High School,Female,738.0,Self-Employed
46.0,72322.92,13128.92,Yes,Masters,Male,721.0,Employed
40.0,88313.54,10136.07,Yes,Bachelors,Female,720.0,Self-Employed
23.0,37339.23,12222.95,Yes,Bachelors,Female,761.0,Employed
35.0,91285.47,12162.02,Yes,Bachelors,Female,,Unemployed
35.0,104130.71,8686.12,Yes,PhD,Male,695.0,Employed
27.0,95677.74,19763.9,No,Bachelors,Male,726.0,Employed
23.0,78768.9,18754.5,No,High School,Male,694.0,Employed
43.0,100789.19,11965.2,No,High School,Male,716.0,Employed
41.0,77149.03,3424.06,No,High School,Female,703.0,Employed
26.0,43607.67,12474.36,No,Bachelors,Male,773.0,Employed
31.0,59562.11,14756.91,Yes,Masters,Female,720.0,Unemployed
,64887.52,21784.7,Yes,High School,Female,807.0,Employed
29.0,68720.99,12180.44,Yes,Bachelors,Female,720.0,Employed
40.0,68115.4,19891.77,Yes,Bachelors,Male,775.0,Employed
36.0,63234.99,12475.92,No,Masters,Male,748.0,Employed
43.0,74376.87,17843.57,Yes,Masters,Male,792.0,Self-Employed
29.0,100084.73,19038.05,Yes,Masters,Male,704.0,Employed
39.0,74282.25,17892.38,No,Bachelors,Female,731.0,Employed
40.0,82574.33,10214.36,Yes,Masters,Female,655.0,Employed
40.0,26121.57,13182.21,Yes,PhD,Female,649.0,Employed
39.0,72519.54,17935.94,Yes,Masters,Male,763.0,Employed
41.0,91736.7,7099.97,No,High School,Female,684.0,Employed
60.0,94937.0,18948.3,Yes,Bachelors,Female,770.0,Unemployed
64.0,92902.05,8936.71,Yes,Bachelors,Female,718.0,Employed
32.0,76068.23,8240.85,Yes,Bachelors,Female,765.0,Employed
15.0,78278.7,12336.51,Yes,High School,Female,,Employed
44.0,56545.58,11574.69,Yes,Bachelors,Female,598.0,Employed
40.0,86900.37,15909.11,Yes,Masters,Female,706.0,Self-Employed
49.0,56652.12,16336.03,Yes,Masters,Female,668.0,Employed
,83617.88,15351.57,Yes,High School,Male,564.0,Self-Employed
39.0,70830.26,10084.94,No,Bachelors,Female,686.0,Self-Employed
49.0,70298.83,21044.54,Yes,Masters,Female,638.0,Employed
51.0,90024.84,15322.86,No,Bachelors,Male,718.0,Self-Employed
24.0,81224.14,19652.87,No,Bachelors,Female,682.0,Self-Employed
30.0,75651.95,3532.24,No,Bachelors,Male,745.0,Self-Employed
37.0,60045.46,17675.61,No,High School,Female,724.0,Employed
39.0,102046.26,12135.01,Yes,Bachelors,Male,766.0,Employed
36.0,76659.27,18795.62,Yes,Masters,Female,763.0,Unemployed
42.0,84947.75,23930.94,Yes,Bachelors,Male,762.0,Employed
48.0,71618.94,9159.05,Yes,Bachelors,Female,735.0,Employed
55.0,56125.35,19291.27,Yes,Masters,Female,703.0,Self-Employed
44.0,77098.91,12005.83,Yes,PhD,Male,695.0,Employed
29.0,58084.68,5642.84,No,Bachelors,Female,686.0,Self-Employed
37.0,78755.56,19635.35,Yes,Masters,Female,710.0,Self-Employed
37.0,4693.97,24097.08,Yes,Bachelors,Female,764.0,Employed
43.0,61983.72,,No,PhD,Male,768.0,Employed
42.0,69713.03,16503.0,No,Bachelors,Female,644.0,Employed
59.0,50911.43,7778.09,No,Masters,Female,730.0,Employed
33.0,77275.64,13963.19,No,Bachelors,Male,723.0,Employed
42.0,61555.52,14453.88,No,Bachelors,Female,667.0,Employed
62.0,69881.81,20481.25,Yes,Bachelors,Female,758.0,Employed
32.0,58969.49,14877.7,Yes,Masters,Female,816.0,Employed
39.0,89438.22,4621.38,Yes,Masters,Male,698.0,Employed
29.0,80919.44,18152.43,Yes,Bachelors,Female,718.0,Employed
39.0,75958.12,15359.38,Yes,High School,Female,746.0,Employed
30.0,71239.82,19519.55,No,Bachelors,Male,844.0,Employed
48.0,120612.64,16242.06,Yes,Bachelors,Female,765.0,Employed
39.0,66851.8,18444.79,Yes,PhD,Female,687.0,Employed
29.0,56062.27,15073.69,Yes,Bachelors,Female,682.0,Employed
46.0,46538.78,16418.04,Yes,High School,Male,720.0,Employed
40.0,88107.1,10392.53,Yes,PhD,Female,716.0,Unemployed
48.0,102624.38,16771.02,Yes,PhD,Male,758.0,Employed
27.0,53038.88,14074.4,Yes,PhD,Male,720.0,Employed
42.0,64302.07,17449.68,No,Bachelors,Female,731.0,Employed
46.0,62811.4,9088.06,No,High School,Male,682.0,Employed
34.0,67518.06,21995.85,Yes,Masters,Male,713.0,Employed
25.0,34644.56,16241.74,Yes,Bachelors,Female,745.0,Employed
38.0,86134.52,18965.63,Yes,PhD,Female,829.0,Employed
50.0,93804.88,15023.76,No,Bachelors,Female,718.0,Self-Employed
49.0,31908.91,18016.18,No,Masters,Female,734.0,Employed
34.0,105158.7,3774.1,No,Masters,Male,695.0,Self-Employed
25.0,102350.76,14462.26,Yes,Masters,Male,681.0,Self-Employed
34.0,8602.99,11035.66,Yes,High School,Male,746.0,Self-Employed
33.0,26533.64,13200.3,Yes,PhD,Male,744.0,Employed
42.0,67341.4,20053.36,No,Bachelors,Female,655.0,Employed
37.0,96320.81,7001.78,Yes,Masters,Female,652.0,Employed
30.0,75795.42,18698.61,No,Masters,Male,768.0,Self-Employed
49.0,70427.69,,Yes,Bachelors,Female,682.0,Employed
39.0,81473.24,21402.31,Yes,Masters,Female,727.0,Employed
42.0,53838.12,4631.71,No,Masters,Female,,Employed
21.0,95547.19,17947.5,Yes,Bachelors,Male,728.0,Employed
14.0,67927.67,16263.55,Yes,Masters,Male,708.0,Employed
24.0,37339.44,14734.19,No,Masters,Female,752.0,Employed
33.0,54090.45,,No,Masters,Male,780.0,Unemployed
44.0,77380.17,4459.81,Yes,Bachelors,Female,720.0,Employed
15.0,64206.41,15625.76,No,Masters,Male,650.0,Employed
54.0,62134.72,20112.1,Yes,Bachelors,Female,663.0,Employed
40.0,74058.65,6872.94,Yes,High School,Male,791.0,Employed
52.0,77172.49,17972.35,Yes,Bachelors,Male,681.0,Employed
29.0,45392.38,16626.99,No,Masters,Male,768.0,Unemployed
,94469.83,4350.63,Yes,Bachelors,Male,653.0,Employed
39.0,67377.56,20484.37,Yes,Masters,Female,657.0,Employed
46.0,78393.73,10540.96,Yes,PhD,Male,742.0,Employed
36.0,71947.64,22892.34,No,High School,Male,684.0,Employed
43.0,61797.67,17870.37,Yes,High School,Female,786.0,Employed
49.0,88232.87,16498.82,No,Bachelors,Female,719.0,Employed
31.0,71623.38,20063.59,Yes,High School,Female,675.0,Self-Employed
40.0,71466.35,19471.57,Yes,High School,Female,657.0,Employed
19.0,20226.13,5204.61,No,Bachelors,Male,813.0,Self-Employed
45.0,86399.04,6475.19,No,High School,Male,710.0,Self-Employed
58.0,66589.33,14282.87,Yes,Masters,Female,715.0,Employed
26.0,,9628.67,Yes,Bachelors,Female,709.0,Unemployed
37.0,102899.23,23298.23,Yes,Bachelors,Male,731.0,Self-Employed
47.0,86467.33,10046.16,No,Bachelors,Male,731.0,Employed
38.0,71083.03,15460.31,Yes,Bachelors,Female,722.0,Employed
40.0,64271.46,,Yes,Bachelors,Female,633.0,Employed
34.0,120514.46,27221.0,Yes,PhD,Female,757.0,Employed
34.0,79667.71,20746.61,No,Masters,Male,707.0,Unemployed
37.0,74192.6,11694.13,Yes,PhD,Female,773.0,Employed
38.0,66341.2,17623.69,Yes,Masters,Female,802.0,Employed
26.0,52068.86,18491.64,Yes,PhD,Female,719.0,Self-Employed
,30986.26,18109.79,No,High School,Female,729.0,Employed
54.0,,10097.44,Yes,High School,Male,704.0,Employed
34.0,54412.34,,No,Masters,Female,654.0,Employed
26.0,66193.69,8879.35,Yes,Bachelors,Male,792.0,Employed
36.0,67878.83,18401.04,No,Bachelors,Female,700.0,Self-Employed
31.0,98662.16,10588.89,No,Masters,Male,731.0,Employed
25.0,54674.16,16953.79,No,High School,Male,634.0,Unemployed
39.0,,14020.42,Yes,Masters,Male,665.0,Employed
31.0,80243.27,8487.44,No,Bachelors,Female,608.0,Self-Employed
32.0,42310.95,2625.79,Yes,PhD,Male,727.0,Employed
40.0,40430.72,19428.21,No,High School,Female,675.0,Employed
23.0,55699.61,12203.33,Yes,Bachelors,Female,696.0,Self-Employed
21.0,74873.4,15695.75,Yes,Masters,Female,727.0,Unemployed
45.0,72329.8,24000.99,Yes,High School,Female,643.0,Unemployed
19.0,67618.35,18118.91,Yes,Masters,Male,692.0,Self-Employed
28.0,83047.72,509.52,Yes,Bachelors,Male,732.0,Employed
20.0,52864.09,8876.45,No,Masters,Female,726.0,Employed
33.0,66589.1,5793.77,Yes,Masters,Female,611.0,Self-Employed
42.0,67729.15,10831.6,Yes,Masters,Male,741.0,Employed
39.0,53404.25,13645.34,Yes,Bachelors,Male,663.0,Employed
62.0,116033.9,27774.31,No,Bachelors,Female,729.0,Employed
49.0,26791.24,20032.55,Yes,High School,Male,730.0,Employed
29.0,94813.62,16782.13,No,Bachelors,Female,789.0,Employed
26.0,86001.44,17219.21,Yes,High School,Male,720.0,Self-Employed
65.0,86165.75,17375.45,No,Masters,Female,697.0,Employed
49.0,71916.97,6238.4,Yes,Bachelors,Female,669.0,Self-Employed
44.0,96671.57,7953.09,Yes,Bachelors,Male,738.0,Employed
39.0,61032.81,17276.59,Yes,Masters,Female,647.0,Employed
41.0,77848.78,15024.75,No,Bachelors,Female,682.0,Employed
23.0,71464.01,16511.24,Yes,Masters,Female,571.0,Employed
40.0,65353.78,23026.45,No,Bachelors,Male,645.0,Unemployed
39.0,72437.04,11539.93,Yes,Masters,Female,767.0,Employed
29.0,51024.82,13152.09,Yes,Bachelors,Female,676.0,Self-Employed
33.0,56719.35,16233.94,Yes,PhD,Female,703.0,Employed
53.0,101606.28,6489.47,Yes,Bachelors,Male,673.0,Employed
37.0,127631.96,7634.71,Yes,PhD,Male,771.0,Employed
59.0,80399.11,21815.42,No,Bachelors,Female,701.0,Employed
21.0,86671.16,13529.05,Yes,Masters,Female,721.0,Self-Employed
,75040.63,12548.58,No,Bachelors,Female,680.0,Employed
23.0,79101.09,16206.24,Yes,Masters,Female,820.0,Employed
26.0,80875.84,6652.74,Yes,Bachelors,Male,652.0,Unemployed
30.0,90708.57,13466.09,Yes,Bachelors,Female,693.0,Self-Employed
41.0,100739.0,12127.02,No,High School,Female,790.0,Employed
41.0,52311.72,16837.0,Yes,Masters,Male,712.0,Unemployed
31.0,126555.97,4447.69,No,High School,Male,742.0,Employed
16.0,72765.38,10994.16,Yes,High School,Female,751.0,Employed
53.0,72771.92,12697.33,No,Bachelors,Male,747.0,Self-Employed
,61741.81,12575.83,Yes,High School,Female,775.0,Employed
27.0,61818.36,20257.89,Yes,High School,Male,759.0,Employed
41.0,82327.42,11063.95,Yes,Bachelors,Female,623.0,Employed
40.0,82743.13,30378.3,Yes,Masters,Male,756.0,Self-Employed
35.0,81304.47,18734.72,Yes,High School,Female,701.0,Employed
39.0,60903.29,12567.29,No,PhD,Female,745.0,Employed
26.0,15976.33,18022.57,No,PhD,Female,661.0,Employed
46.0,34089.33,18632.77,No,Masters,Female,758.0,Employed
28.0,70265.76,13448.47,No,Masters,Male,698.0,Employed
32.0,76717.63,20758.89,Yes,Masters,Male,696.0,Employed
44.0,61606.08,10121.34,Yes,Bachelors,Female,763.0,Self-Employed
50.0,56141.96,17931.47,Yes,Bachelors,Male,692.0,Employed
54.0,75933.86,,Yes,Masters,Male,720.0,Employed
49.0,67847.37,16447.55,Yes,PhD,Male,727.0,Employed
35.0,60470.15,16143.82,No,High School,Female,733.0,Employed
23.0,37689.88,15090.45,No,PhD,Female,704.0,Employed
52.0,53121.31,24882.84,Yes,Bachelors,Male,703.0,Employed
52.0,88651.85,12074.74,Yes,Bachelors,Male,695.0,Employed
31.0,50747.34,11051.8,Yes,Masters,Female,764.0,Unemployed
47.0,83273.09,,Yes,Bachelors,Male,727.0,Self-Employed
35.0,97728.08,,Yes,Bachelors,Female,768.0,Employed
53.0,54178.76,15190.78,Yes,PhD,Male,758.0,Employed
33.0,61106.92,14642.44,No,High School,Female,753.0,Unemployed
58.0,89747.0,12221.6,Yes,Masters,Female,695.0,Employed
46.0,94656.64,12567.73,No,Masters,Female,724.0,Employed
56.0,57104.11,20348.11,Yes,Bachelors,Male,623.0,Self-Employed
33.0,37573.44,14688.51,Yes,Bachelors,Male,644.0,Self-Employed
42.0,95097.53,16273.04,No,Masters,Male,564.0,Employed
28.0,81677.15,11509.78,Yes,High School,Male,704.0,Self-Employed
46.0,78012.59,18884.33,No,Masters,Female,784.0,Unemployed
47.0,88311.84,21115.78,No,Masters,Male,752.0,Employed
62.0,46297.83,10362.08,Yes,Masters,Female,685.0,Employed
43.0,77823.98,10488.64,No,Masters,Male,788.0,Employed
45.0,64294.67,10777.99,No,Bachelors,Female,708.0,Employed
33.0,82055.12,20178.39,No,High School,Female,794.0,Employed
43.0,85980.77,10195.11,Yes,Bachelors,Male,639.0,Employed
34.0,89531.07,13279.66,Yes,Masters,Male,722.0,Unemployed
39.0,81971.22,10077.63,Yes,PhD,Female,669.0,Self-Employed
40.0,75013.67,23458.77,Yes,High School,Male,714.0,Employed
34.0,75683.25,12341.7,Yes,Masters,Male,629.0,Self-Employed
39.0,77335.29,23316.19,Yes,Bachelors,Male,685.0,Unemployed
34.0,57513.88,14867.35,Yes,High School,Male,766.0,Employed
34.0,62590.07,12532.56,Yes,PhD,Female,747.0,Employed
49.0,78046.73,18994.42,Yes,High School,Male,746.0,Self-Employed
40.0,83009.6,14803.68,Yes,Bachelors,Male,714.0,Employed
,,22050.42,Yes,High School,Male,690.0,Employed
23.0,48467.36,13917.38,No,Bachelors,Female,707.0,Employed
42.0,36494.02,12741.33,Yes,High School,Female,741.0,Unemployed
43.0,44773.29,12721.29,Yes,Bachelors,Male,748.0,Employed
34.0,59208.85,21213.98,No,High School,Female,641.0,Employed
59.0,61067.7,16254.26,Yes,High School,Male,726.0,Employed
15.0,64343.26,11312.6,Yes,Bachelors,Female,739.0,Employed
46.0,45899.63,7822.44,Yes,Masters,Female,686.0,Employed
45.0,33749.15,16056.24,No,High School,Male,747.0,Employed
43.0,72531.27,10309.23,Yes,Masters,Female,665.0,Employed
40.0,72539.37,6160.02,Yes,Masters,Female,736.0,Employed
44.0,82426.71,20443.56,Yes,Masters,Female,585.0,Employed
47.0,86300.76,8837.83,No,High School,Female,693.0,Unemployed
31.0,77847.16,6065.02,Yes,Bachelors,Female,685.0,Employed
41.0,72293.35,14312.56,Yes,High School,Female,787.0,Employed
36.0,,13501.23,Yes,Bachelors,Female,703.0,Employed
27.0,98481.18,10633.52,Yes,Bachelors,Male,669.0,Employed
45.0,56466.48,16094.84,Yes,Bachelors,Female,770.0,Employed
32.0,85405.21,13516.84,Yes,High School,Female,723.0,Self-Employed
23.0,57516.47,25995.9,No,High School,Female,734.0,Employed
33.0,74380.69,14035.72,Yes,Masters,Male,687.0,Employed
,91390.79,8637.29,Yes,Masters,Male,790.0,Unemployed
,64526.65,16501.01,Yes,PhD,Male,703.0,Employed
40.0,50958.46,16915.3,Yes,Bachelors,Female,705.0,Employed
52.0,60815.76,13324.94,Yes,Bachelors,Female,740.0,Employed
31.0,50939.04,6683.0,Yes,Bachelors,Female,745.0,Employed
47.0,48515.74,22733.01,Yes,Masters,Female,838.0,Employed
66.0,94131.47,8687.73,No,Bachelors,Female,775.0,Employed
42.0,80647.42,19418.02,Yes,PhD,Male,732.0,Employed
47.0,,21164.12,No,PhD,Male,668.0,Employed
45.0,50312.17,13450.15,Yes,Masters,Male,667.0,Employed
24.0,51691.87,19397.63,Yes,PhD,Female,723.0,Employed
44.0,55605.46,19835.4,No,Bachelors,Male,811.0,Self-Employed
41.0,,9639.12,Yes,Masters,Female,788.0,Employed
35.0,67798.2,22355.23,No,Bachelors,Female,745.0,Employed
29.0,112632.29,16646.6,Yes,High School,Male,646.0,Employed
45.0,,4177.24,Yes,Masters,Female,668.0,Employed
28.0,58487.1,15990.78,No,Bachelors,Female,701.0,Self-Employed
59.0,88555.38,12205.26,No,PhD,Female,717.0,Employed
39.0,36597.15,17229.49,Yes,PhD,Female,699.0,Self-Employed
26.0,73768.97,11799.48,Yes,High School,Female,779.0,Self-Employed
33.0,45756.52,11830.61,No,Masters,Female,789.0,Employed
35.0,26357.4,9821.27,No,Bachelors,Male,700.0,Employed
62.0,67647.05,16124.25,No,High School,Female,697.0,Employed
29.0,86695.53,17601.05,Yes,Bachelors,Male,701.0,Employed
37.0,74278.52,14986.05,Yes,Bachelors,Male,697.0,Self-Employed
33.0,71874.71,13529.8,Yes,Masters,Male,739.0,Employed
43.0,18024.38,15483.18,No,Bachelors,Female,705.0,Self-Employed
33.0,66900.73,20284.68,Yes,PhD,Male,773.0,Employed
27.0,67096.23,9799.83,Yes,Bachelors,Male,709.0,Employed
36.0,82425.24,8317.43,No,Masters,Female,681.0,Self-Employed
35.0,48837.37,8996.39,Yes,Masters,Male,720.0,Unemployed
32.0,86593.11,6804.61,Yes,Bachelors,Female,711.0,Employed
33.0,59812.45,9931.01,Yes,High School,Male,722.0,Employed
50.0,64014.0,20705.96,Yes,Bachelors,Male,708.0,Employed
35.0,80558.79,6502.55,No,Bachelors,Male,620.0,Employed
27.0,46211.49,13744.01,Yes,Bachelors,Female,688.0,Employed
33.0,86484.13,18332.74,No,Masters,Male,764.0,Self-Employed
39.0,42907.17,15059.0,No,High School,Male,694.0,Unemployed
25.0,83103.51,19362.44,Yes,High School,Male,628.0,Self-Employed
54.0,65290.58,12099.2,No,Bachelors,Female,725.0,Employed
47.0,66924.6,12536.01,Yes,Bachelors,Female,765.0,Unemployed
52.0,8697.22,13051.14,Yes,High School,Female,802.0,Employed
42.0,58184.83,17766.51,Yes,Bachelors,Male,756.0,Employed
17.0,65795.56,28651.11,Yes,High School,Male,772.0,Employed
53.0,100972.49,14962.31,No,Bachelors,Female,761.0,Employed
29.0,69281.61,13817.5,Yes,Masters,Male,728.0,Self-Employed
30.0,56940.64,10184.38,Yes,Masters,Female,663.0,Employed
40.0,86673.16,23701.27,Yes,Bachelors,Female,715.0,Employed
52.0,59896.72,13065.95,No,Masters,Female,754.0,Self-Employed
49.0,90644.25,11910.53,No,Masters,Male,723.0,Self-Employed
47.0,75226.99,13950.27,Yes,Bachelors,Female,778.0,Employed
35.0,52008.87,24112.8,Yes,High School,Female,732.0,Employed
35.0,88757.31,12193.63,Yes,Bachelors,Male,703.0,Employed
41.0,82020.72,14874.18,No,High School,Female,741.0,Employed
,87914.15,2419.37,Yes,Masters,Male,682.0,Employed
47.0,66357.68,,Yes,High School,Male,723.0,Employed
46.0,82022.62,13568.61,Yes,Bachelors,Female,706.0,Self-Employed
44.0,108409.77,19560.21,Yes,High School,Male,668.0,Self-Employed
13.0,73428.02,18169.45,Yes,Bachelors,Male,757.0,Employed
39.0,62027.15,15794.27,No,PhD,Female,673.0,Employed
37.0,100879.19,12750.61,Yes,Bachelors,Female,733.0,Employed
40.0,83342.18,15316.76,Yes,High School,Female,701.0,Self-Employed
30.0,60990.26,8297.35,Yes,Bachelors,Male,736.0,Self-Employed
25.0,104702.53,16123.88,Yes,Bachelors,Male,722.0,Employed
43.0,45931.66,,Yes,Bachelors,Male,690.0,Employed
34.0,80583.29,15409.77,Yes,High School,Male,718.0,Employed
44.0,92929.77,15180.46,Yes,Masters,Male,724.0,Employed
31.0,91434.9,11969.5,Yes,Bachelors,Male,783.0,Unemployed
52.0,52000.62,14197.31,Yes,Masters,Female,812.0,Employed
48.0,45188.79,9515.44,No,Masters,Female,671.0,Self-Employed
41.0,74590.13,12272.23,No,Bachelors,Male,687.0,Employed
36.0,84094.97,25324.06,Yes,High School,Female,604.0,Employed
47.0,48440.82,15443.62,Yes,Masters,Male,662.0,Employed
42.0,76035.66,17427.06,No,Bachelors,Female,673.0,Employed
40.0,40850.27,14868.66,Yes,Bachelors,Female,614.0,Employed
48.0,91216.89,15328.04,Yes,Bachelors,Female,640.0,Employed
52.0,58574.35,15672.04,Yes,PhD,Male,,Unemployed
25.0,,13795.15,Yes,Bachelors,Male,694.0,Employed
27.0,87286.34,17966.49,Yes,Bachelors,Female,698.0,Unemployed
30.0,85424.07,11421.12,Yes,Bachelors,Female,676.0,Unemployed
23.0,79478.92,7583.87,Yes,Masters,Male,860.0,Employed
37.0,90589.64,15983.63,Yes,Masters,Female,739.0,Employed
44.0,78180.93,20591.49,No,Bachelors,Male,718.0,Employed
38.0,98950.66,11753.75,Yes,Bachelors,Male,784.0,Employed
33.0,35784.32,18921.73,No,PhD,Female,711.0,Employed
49.0,68808.67,18362.28,Yes,Bachelors,Male,651.0,Employed
39.0,67958.68,22801.11,Yes,High School,Male,,Employed
41.0,65620.59,24318.43,Yes,Masters,Female,800.0,Self-Employed
50.0,79948.58,17900.78,Yes,Masters,Female,703.0,Employed
37.0,74279.92,14400.93,No,Bachelors,Male,632.0,Employed
59.0,86496.4,6918.07,No,High School,Male,758.0,Unemployed
34.0,46322.54,19882.63,Yes,Bachelors,Male,737.0,Employed
58.0,115844.23,20656.88,No,Bachelors,Female,690.0,Unemployed
28.0,62180.56,13712.61,Yes,Masters,Female,729.0,Employed
43.0,75735.13,16760.15,Yes,Masters,Female,786.0,Employed
32.0,65875.17,9866.82,Yes,Masters,Female,756.0,Employed
49.0,71621.33,12008.7,No,Bachelors,Male,709.0,Self-Employed
33.0,59301.79,8391.5,Yes,High School,Male,779.0,Employed
41.0,74116.06,16345.1,Yes,Masters,Male,796.0,Employed
31.0,81601.93,13001.86,Yes,Bachelors,Male,671.0,Self-Employed
,21965.32,21248.4,No,Masters,Male,830.0,Self-Employed
31.0,63429.04,16173.73,No,Bachelors,Male,725.0,Employed
55.0,62668.41,16765.47,No,Bachelors,Female,754.0,Employed
28.0,116421.37,15057.14,Yes,High School,Female,725.0,Unemployed
25.0,87201.42,22898.85,Yes,High School,Male,749.0,Employed
48.0,100001.19,22261.57,Yes,PhD,Female,747.0,Employed
32.0,81162.32,14141.88,Yes,Bachelors,Male,694.0,Employed
38.0,71647.15,16492.22,No,Bachelors,Male,732.0,Self-Employed
35.0,77283.15,22073.92,Yes,Bachelors,Male,776.0,Employed
25.0,92459.49,9120.17,No,High School,Female,694.0,Employed
37.0,105002.37,16509.89,Yes,Bachelors,Female,770.0,Employed
51.0,76041.02,13249.75,Yes,Bachelors,Female,648.0,Employed
48.0,57541.37,22362.88,No,Masters,Female,754.0,Employed
40.0,88491.49,17653.1,Yes,Bachelors,Female,859.0,Unemployed
49.0,52936.52,,Yes,Masters,Male,742.0,Employed
27.0,77807.96,12921.38,Yes,Bachelors,Female,653.0,Unemployed
35.0,83626.27,22018.53,Yes,Masters,Female,,Employed
42.0,67838.48,19460.0,Yes,PhD,Male,799.0,Employed
37.0,51903.59,9787.61,Yes,Masters,Male,747.0,Employed
36.0,60908.98,10106.28,Yes,Bachelors,Female,701.0,Employed
26.0,63671.59,15390.58,Yes,Bachelors,Female,674.0,Employed
17.0,48928.15,14728.1,Yes,Bachelors,Female,724.0,Employed
46.0,62278.08,13716.43,Yes,Bachelors,Female,749.0,Self-Employed
40.0,40960.72,12983.7,Yes,Masters,Male,629.0,Employed
47.0,81822.56,12060.71,Yes,Masters,Male,788.0,Employed
34.0,76666.81,26277.41,No,High School,Male,572.0,Employed
31.0,75313.97,13171.13,Yes,Masters,Male,770.0,Employed
38.0,62282.05,11704.48,Yes,Bachelors,Female,759.0,Employed
47.0,64959.02,,Yes,Masters,Male,774.0,Employed
36.0,53421.09,14493.34,Yes,Bachelors,Female,653.0,Employed
46.0,80103.41,10392.29,Yes,High School,Female,772.0,Self-Employed
28.0,42843.2,13749.66,Yes,Bachelors,Male,840.0,Employed
36.0,,14699.47,No,High School,Female,713.0,Employed
37.0,57326.05,17151.49,No,Bachelors,Male,733.0,Employed
50.0,105146.21,16565.24,Yes,Masters,Female,649.0,Employed
40.0,80535.65,9922.62,Yes,Masters,Male,681.0,Employed
55.0,69991.09,18043.5,Yes,Bachelors,Male,706.0,Self-Employed
25.0,47879.54,19460.59,No,Bachelors,Male,654.0,Employed
39.0,42729.62,9620.7,Yes,Masters,Female,666.0,Employed
40.0,79916.01,11116.48,No,High School,Female,699.0,Employed
44.0,105975.91,14122.29,Yes,Masters,Female,,Employed
30.0,78179.07,16097.77,Yes,Bachelors,Male,649.0,Employed
55.0,73505.81,16288.01,Yes,Masters,Male,718.0,Self-Employed
38.0,73794.94,14786.39,No,Masters,Male,641.0,Employed
27.0,72060.37,7842.48,Yes,PhD,Female,717.0,Employed
38.0,74066.76,20060.33,Yes,Bachelors,Male,,Self-Employed
35.0,56296.82,10041.78,No,Masters,Female,733.0,Employed
66.0,50528.66,21752.9,No,Bachelors,Female,781.0,Employed
48.0,72184.66,,No,High School,Female,721.0,Self-Employed
38.0,99868.35,9432.4,Yes,High School,Female,738.0,Employed
37.0,,,No,High School,Female,678.0,Employed
48.0,45331.54,21805.32,Yes,Bachelors,Male,755.0,Employed
48.0,64896.21,,No,High School,Male,689.0,Employed
9.0,84579.93,6511.4,Yes,Masters,Male,659.0,Self-Employed
44.0,100337.39,14812.64,Yes,Masters,Female,718.0,Employed
38.0,105825.75,19168.82,Yes,High School,Female,645.0,Self-Employed
25.0,65785.67,,No,Bachelors,Male,752.0,Employed
47.0,86484.62,,Yes,Masters,Male,817.0,Employed
60.0,74985.43,6668.76,Yes,High School,Male,706.0,Employed
44.0,67605.44,25940.66,Yes,Masters,Female,708.0,Self-Employed
49.0,71246.93,14387.72,Yes,PhD,Female,745.0,Self-Employed
56.0,71492.51,22222.47,No,Bachelors,Male,750.0,Employed
30.0,93503.28,13709.45,Yes,Bachelors,Male,726.0,Employed
19.0,41910.61,17748.92,No,Masters,Male,639.0,Employed
45.0,79362.92,11572.59,Yes,Masters,Female,780.0,Employed
36.0,100788.36,11669.63,Yes,Bachelors,Female,774.0,Employed
24.0,,,Yes,PhD,Male,659.0,Self-Employed
37.0,81379.47,19698.6,Yes,Bachelors,Male,580.0,Self-Employed
45.0,54858.99,14860.34,Yes,Masters,Male,856.0,Unemployed
37.0,85535.57,19672.6,No,Bachelors,Male,684.0,Self-Employed
30.0,96498.8,11610.6,Yes,Bachelors,Female,649.0,Employed
36.0,59697.19,15007.79,Yes,Masters,Male,575.0,Self-Employed
38.0,77152.22,15511.19,Yes,Masters,Female,695.0,Employed
19.0,65894.6,11207.77,No,High School,Female,748.0,Employed
,57720.26,10552.79,Yes,Masters,Male,816.0,Employed
25.0,,5557.13,Yes,Bachelors,Male,701.0,Employed
45.0,72570.61,10162.29,Yes,Bachelors,Female,629.0,Unemployed
22.0,51635.28,24139.47,No,Bachelors,Female,742.0,Employed
48.0,48357.8,,Yes,Bachelors,Male,735.0,Self-Employed
34.0,52207.88,14826.98,Yes,Bachelors,Male,685.0,Employed
33.0,76558.01,15763.03,Yes,Masters,Male,704.0,Employed
41.0,40683.74,13751.17,No,Masters,Female,728.0,Self-Employed
29.0,25660.41,19371.81,No,High School,Male,760.0,Employed
41.0,97450.08,13624.74,No,Masters,Male,748.0,Self-Employed
31.0,49735.57,19767.42,Yes,Bachelors,Male,,Employed
32.0,66119.82,17745.61,Yes,Masters,Male,722.0,Employed
42.0,88445.78,8233.6,Yes,Bachelors,Male,817.0,Self-Employed
27.0,41234.81,20807.76,Yes,Masters,Male,747.0,Employed
25.0,41211.16,13431.11,Yes,Masters,Female,775.0,Employed
40.0,57348.34,6044.41,No,Bachelors,Female,764.0,Employed
38.0,89226.09,17356.48,No,Masters,Male,738.0,Employed
40.0,69567.07,13564.77,No,Masters,Male,795.0,Self-Employed
41.0,69838.48,23143.38,Yes,Masters,Female,682.0,Self-Employed
39.0,64091.54,20478.02,No,High School,Female,761.0,Employed
44.0,81242.7,10488.66,No,Bachelors,Male,654.0,Self-Employed
,98636.93,,Yes,Bachelors,Female,723.0,Employed
18.0,129680.49,11519.85,Yes,Masters,Male,623.0,Self-Employed
21.0,67038.29,6714.66,Yes,Bachelors,Female,657.0,Self-Employed
57.0,100518.96,11927.1,No,PhD,Female,699.0,Unemployed
38.0,89985.3,8354.45,No,Masters,Female,811.0,Employed
48.0,75339.89,14931.74,Yes,Bachelors,Female,712.0,Self-Employed
35.0,25800.13,24652.69,Yes,Masters,Female,757.0,Employed
,62442.26,15393.54,No,Masters,Male,795.0,Employed
33.0,63234.73,17307.04,No,Bachelors,Female,709.0,Employed
63.0,77176.02,9984.23,Yes,High School,Male,806.0,Employed
,66050.66,12298.27,Yes,Masters,Male,718.0,Employed
33.0,58736.02,17726.29,Yes,High School,Female,669.0,Employed
21.0,110600.2,14657.09,No,High School,Female,775.0,Employed
58.0,96163.54,11396.29,No,Bachelors,Male,751.0,Employed
36.0,29543.53,20014.01,Yes,Masters,Male,705.0,Employed
45.0,64378.25,15702.39,Yes,Bachelors,Male,672.0,Employed
47.0,82618.46,25275.3,Yes,Bachelors,Female,770.0,Employed
33.0,96618.13,18296.54,No,Masters,Male,665.0,Employed
45.0,61600.46,9326.76,Yes,High School,Female,612.0,Employed
32.0,65692.59,15578.28,Yes,Masters,Male,778.0,Employed
28.0,71895.69,8980.2,No,Bachelors,Female,764.0,Employed
50.0,83236.95,25024.89,Yes,Masters,Female,754.0,Employed
36.0,39289.26,10055.57,Yes,Masters,Female,706.0,Employed
43.0,29692.44,20570.79,Yes,Bachelors,Female,754.0,Employed
42.0,95091.01,19771.43,Yes,Bachelors,Female,682.0,Employed
44.0,50198.5,11587.43,Yes,Masters,Female,729.0,Employed
22.0,112453.19,16642.03,Yes,Bachelors,Male,809.0,Employed
32.0,52728.55,16279.11,Yes,High School,Female,718.0,Self-Employed
35.0,66300.84,19163.63,Yes,Bachelors,Male,744.0,Self-Employed
30.0,77372.0,15884.9,No,Bachelors,Male,653.0,Unemployed
42.0,27360.86,11659.59,No,High School,Female,696.0,Employed
50.0,127287.83,17803.87,Yes,Bachelors,Male,709.0,Self-Employed
51.0,62100.06,17820.9,Yes,Masters,Female,775.0,Employed
35.0,53229.76,10344.48,No,Masters,Female,823.0,Employed
41.0,46672.65,3473.07,Yes,Bachelors,Male,737.0,Employed
42.0,77235.07,17957.76,No,Bachelors,Female,,Employed
44.0,75817.09,16866.71,No,Masters,Male,661.0,Self-Employed
29.0,47347.4,17159.01,Yes,Bachelors,Male,778.0,Employed
56.0,42561.17,21595.07,Yes,Masters,Male,685.0,Employed
47.0,91105.13,19380.48,No,Bachelors,Female,759.0,Employed
48.0,56885.85,21466.83,Yes,Bachelors,Male,738.0,Self-Employed
50.0,,18915.22,Yes,High School,Female,722.0,Employed
43.0,67041.56,15719.75,Yes,High School,Male,734.0,Employed
28.0,61965.47,8852.05,Yes,Masters,Male,729.0,Employed
37.0,109000.6,22705.97,Yes,Bachelors,Female,654.0,Employed
21.0,59556.3,13952.14,Yes,Bachelors,Male,706.0,Self-Employed
42.0,63835.48,11970.57,Yes,Bachelors,Female,827.0,Self-Employed
36.0,74389.12,18185.3,Yes,Bachelors,Male,665.0,Employed
38.0,58582.63,5821.73,Yes,Bachelors,Male,663.0,Employed
50.0,78819.14,11304.92,No,Bachelors,Male,697.0,Employed
33.0,49662.56,11853.8,Yes,Bachelors,Male,815.0,Employed
35.0,,11711.0,Yes,Masters,Male,675.0,Unemployed
,78136.28,24676.05,No,High School,Female,696.0,Self-Employed
20.0,92752.75,14588.35,Yes,High School,Male,669.0,Employed
35.0,58276.26,11805.57,No,High School,Female,694.0,Employed
13.0,58037.47,14758.39,No,PhD,Female,706.0,Employed
32.0,100824.63,19268.52,No,Bachelors,Male,745.0,Employed
47.0,58963.59,5468.83,Yes,Masters,Male,639.0,Employed
42.0,,15572.09,No,High School,Male,732.0,Unemployed
32.0,104255.06,12735.24,Yes,Bachelors,Male,671.0,Employed
38.0,71349.15,16347.8,No,Masters,Female,742.0,Employed
27.0,65044.89,9270.78,Yes,PhD,Male,645.0,Employed
38.0,66536.8,14101.0,Yes,High School,Male,706.0,Employed
67.0,55190.96,14316.99,Yes,High School,Female,674.0,Self-Employed
56.0,79015.67,8647.16,Yes,High School,Male,725.0,Employed
39.0,51519.55,24321.67,Yes,Bachelors,Female,,Employed
40.0,85570.18,17074.49,Yes,Bachelors,Male,750.0,Self-Employed
28.0,70304.31,19606.35,No,Masters,Male,751.0,Employed
30.0,74709.47,13230.02,Yes,High School,Female,716.0,Employed
42.0,104594.03,16073.63,Yes,PhD,Female,710.0,Self-Employed
33.0,41018.42,8990.99,Yes,Masters,Female,713.0,Employed
47.0,70488.44,11799.39,Yes,Bachelors,Female,707.0,Employed
54.0,82761.63,10505.7,Yes,Bachelors,Female,689.0,Employed
41.0,57675.33,16482.6,No,Bachelors,Female,683.0,Employed
39.0,89022.33,,No,Bachelors,Female,682.0,Employed
21.0,59106.28,,Yes,Masters,Male,,Self-Employed
45.0,75832.46,,Yes,Bachelors,Female,672.0,Self-Employed
27.0,67530.11,18968.93,Yes,Masters,Female,730.0,Employed
34.0,73235.7,17101.08,No,Masters,Male,644.0,Employed
48.0,71478.97,10387.78,Yes,Bachelors,Male,738.0,Employed
48.0,69360.69,16616.57,Yes,Bachelors,Female,719.0,Unemployed
33.0,60530.66,12629.24,Yes,Masters,Male,803.0,Unemployed
34.0,56705.9,19160.28,No,Masters,Female,785.0,Employed
31.0,76319.72,8204.12,Yes,Bachelors,Female,667.0,Employed
26.0,71054.12,14459.41,No,Bachelors,Male,719.0,Employed
32.0,56158.04,,Yes,Bachelors,Male,736.0,Unemployed
22.0,76867.68,23932.65,Yes,Masters,Female,690.0,Employed
45.0,60748.93,9884.36,Yes,Bachelors,Female,675.0,Unemployed
42.0,101108.8,20840.78,Yes,High School,Male,732.0,Employed
44.0,119783.61,19117.06,Yes,Bachelors,Male,753.0,Employed
28.0,97780.94,13721.07,Yes,Masters,Female,722.0,Employed
26.0,96666.49,17048.32,Yes,High School,Female,711.0,Employed
39.0,86283.35,13751.03,Yes,High School,Male,711.0,Employed
39.0,65803.37,15073.01,No,High School,Male,663.0,Employed
37.0,32018.79,18765.02,Yes,Bachelors,Female,755.0,Unemployed
35.0,49499.88,27723.17,Yes,High School,Female,730.0,Employed
55.0,56465.21,19820.84,No,Masters,Female,726.0,Self-Employed
42.0,94154.74,16237.64,Yes,Bachelors,Male,744.0,Employed
58.0,75122.64,22118.49,No,Masters,Female,852.0,Self-Employed
51.0,56809.53,7897.47,No,Masters,Female,814.0,Employed
55.0,33096.27,12977.18,No,High School,Male,743.0,Employed
27.0,116362.94,,Yes,Bachelors,Male,689.0,Employed
44.0,80666.27,9807.22,Yes,High School,Female,763.0,Employed
34.0,,12294.82,Yes,PhD,Male,709.0,Employed
21.0,59286.79,6720.21,No,Bachelors,Male,727.0,Employed
53.0,67227.75,8606.25,Yes,Masters,Male,762.0,Employed
35.0,63122.69,13774.97,No,Bachelors,Female,746.0,Employed
27.0,71286.73,10296.96,No,Bachelors,Female,730.0,Self-Employed
34.0,106915.74,17103.98,Yes,PhD,Male,749.0,Employed
30.0,45914.38,16338.77,Yes,Bachelors,Male,775.0,Employed
31.0,69174.72,16785.38,No,Masters,Male,654.0,Unemployed
36.0,77217.49,12477.85,Yes,High School,Female,747.0,Employed
55.0,67663.65,20411.82,No,High School,Male,675.0,Employed
31.0,89906.5,,Yes,Masters,Female,742.0,Employed
55.0,35287.11,16122.63,No,Masters,Female,661.0,Employed
,107675.38,,Yes,Bachelors,Male,722.0,Employed
42.0,42589.62,13962.34,No,Masters,Male,726.0,Employed
45.0,47397.85,21592.71,Yes,Bachelors,Male,715.0,Self-Employed
38.0,61010.94,20708.32,No,Bachelors,Male,753.0,Employed
51.0,57048.28,13173.39,No,Masters,Female,704.0,Employed
44.0,78490.07,15824.64,Yes,High School,Female,708.0,Self-Employed
21.0,76173.84,13017.15,Yes,Masters,Female,716.0,Employed
41.0,72271.14,27327.76,No,Masters,Male,687.0,Unemployed
46.0,41642.37,13723.89,No,PhD,Male,697.0,Unemployed
35.0,67210.95,20976.45,No,High School,Female,756.0,Unemployed
39.0,70394.65,28396.33,Yes,Masters,Female,758.0,Employed
32.0,94645.49,,Yes,High School,Male,,Employed
24.0,73988.87,6290.49,No,Bachelors,Female,754.0,Employed
22.0,77653.15,22551.15,Yes,High School,Female,647.0,Self-Employed
23.0,109249.9,12441.29,Yes,High School,Male,704.0,Employed
45.0,46797.87,11564.93,Yes,High School,Female,663.0,Employed
13.0,62237.85,23896.37,Yes,Bachelors,Male,724.0,Employed
31.0,47283.0,8492.01,Yes,Masters,Male,720.0,Unemployed
30.0,102130.39,22173.25,Yes,Bachelors,Female,,Employed
35.0,103496.87,13881.01,Yes,Bachelors,Male,786.0,Employed
19.0,100570.52,5735.1,Yes,Masters,Male,698.0,Employed
42.0,80947.94,19420.2,Yes,PhD,Male,722.0,Employed
25.0,77610.03,3741.7,Yes,High School,Female,676.0,Employed
49.0,60839.17,,Yes,High School,Male,687.0,Unemployed
32.0,85388.66,6827.68,Yes,Masters,Male,643.0,Employed
37.0,44372.64,13359.67,Yes,PhD,Female,748.0,Employed
38.0,44304.4,18484.99,No,Bachelors,Female,683.0,Employed
40.0,61602.55,17113.06,Yes,Masters,Male,683.0,Employed
38.0,107740.02,,No,PhD,Male,696.0,Employed
34.0,59730.89,20046.24,Yes,Bachelors,Male,696.0,Employed
41.0,62432.42,14999.81,Yes,High School,Male,675.0,Employed
43.0,75755.44,13918.24,Yes,Masters,Female,760.0,Employed
30.0,87972.26,16426.57,Yes,Bachelors,Male,722.0,Employed
42.0,95040.41,11692.1,Yes,High School,Male,686.0,Employed
50.0,47592.48,19314.09,Yes,High School,Female,717.0,Unemployed
45.0,68066.5,15353.22,No,Masters,Male,710.0,Employed
47.0,74490.27,18578.9,Yes,Masters,Female,,Employed
40.0,76495.31,14113.42,No,Bachelors,Male,749.0,Self-Employed
29.0,87315.87,17494.91,Yes,Masters,Male,739.0,Employed
30.0,86401.68,18325.28,No,Bachelors,Female,816.0,Employed
41.0,70509.89,4902.93,Yes,Bachelors,Female,671.0,Employed
47.0,93047.58,7694.44,Yes,Bachelors,Female,804.0,Employed
66.0,89375.7,12208.54,Yes,Masters,Male,737.0,Employed
48.0,87767.64,14344.1,Yes,Bachelors,Male,,Employed
26.0,59423.83,21376.73,No,High School,Male,675.0,Employed
30.0,84257.96,17269.7,No,High School,Female,691.0,Self-Employed
61.0,94071.35,17616.49,No,Masters,Female,726.0,Employed
36.0,59723.01,22708.59,No,High School,Female,666.0,Employed
38.0,72631.18,21880.37,Yes,Bachelors,Male,715.0,Unemployed
28.0,101294.92,9957.46,Yes,Bachelors,Male,814.0,Self-Employed
54.0,77929.81,21164.94,Yes,High School,Male,733.0,Employed
,68242.96,15524.19,No,PhD,Male,743.0,Employed
30.0,99232.07,12423.69,No,High School,Male,669.0,Unemployed
28.0,60590.02,13532.66,Yes,Bachelors,Female,744.0,Employed
41.0,36077.49,11872.51,Yes,Bachelors,Male,642.0,Employed
38.0,54416.65,15705.86,Yes,Masters,Male,606.0,Employed
46.0,92720.19,14585.21,Yes,High School,Female,743.0,Self-Employed
43.0,80413.87,21179.93,No,Bachelors,Male,727.0,Employed
35.0,71362.23,24665.03,Yes,Bachelors,Male,789.0,Self-Employed
33.0,91222.59,12974.11,No,Masters,Female,631.0,Employed
36.0,73337.17,8521.21,No,Masters,Male,761.0,Unemployed
32.0,65553.24,18339.18,Yes,High School,Female,709.0,Employed
37.0,86702.41,19708.92,Yes,Bachelors,Male,,Unemployed
38.0,62359.5,16902.4,Yes,Masters,Female,649.0,Self-Employed
29.0,79804.92,7306.4,Yes,Masters,Male,743.0,Unemployed
44.0,54105.36,11038.68,No,Masters,Male,642.0,Self-Employed
34.0,48909.04,15736.07,Yes,High School,Male,789.0,Employed
,52685.45,,Yes,Bachelors,Female,691.0,Employed
34.0,69478.71,10011.4,Yes,High School,Male,710.0,Employed
40.0,57040.95,25722.15,Yes,Masters,Female,738.0,Self-Employed
39.0,57602.5,10001.37,Yes,High School,Female,675.0,Employed
42.0,,21032.71,No,High School,Female,757.0,Employed
47.0,68555.59,17063.45,Yes,Bachelors,Female,778.0,Employed
51.0,38978.98,18041.43,Yes,High School,Female,641.0,Employed
41.0,19551.54,20689.43,No,Bachelors,Male,,Employed
27.0,77999.36,11555.56,Yes,High School,Female,690.0,Employed
35.0,72784.42,13501.08,Yes,Bachelors,Female,668.0,Employed
28.0,42595.3,17363.03,No,Bachelors,Female,717.0,Employed
55.0,78725.57,5753.78,Yes,Bachelors,Male,740.0,Unemployed
58.0,78689.04,23248.16,Yes,Masters,Female,678.0,Unemployed
45.0,63955.75,15579.85,Yes,PhD,Male,801.0,Employed
47.0,109187.33,10290.29,No,Bachelors,Male,720.0,Employed
41.0,95384.23,20469.06,Yes,Bachelors,Male,727.0,Employed
42.0,62018.57,15458.07,No,Bachelors,Female,730.0,Employed
22.0,62391.58,11392.6,Yes,Masters,Male,649.0,Self-Employed
37.0,40842.39,19729.15,Yes,Bachelors,Female,1100.0,Employed
29.0,94494.52,3372.48,No,Bachelors,Female,780.0,Self-Employed
41.0,74936.4,17097.81,No,High School,Female,785.0,Employed
37.0,86461.22,21551.37,Yes,High School,Male,768.0,Employed
57.0,27320.97,10835.19,No,High School,Female,,Employed
47.0,85550.57,8590.99,Yes,Masters,Female,682.0,Employed
41.0,59807.07,17115.94,No,Bachelors,Female,692.0,Employed
35.0,81686.09,11616.19,No,High School,Female,616.0,Employed
55.0,80424.49,26240.44,Yes,High School,Male,705.0,Employed
38.0,,12349.52,Yes,Bachelors,Female,715.0,Employed
41.0,56053.28,14028.03,Yes,Bachelors,Female,712.0,Employed
38.0,77977.23,17607.14,Yes,Masters,Female,685.0,Unemployed
34.0,53281.77,5908.38,No,Masters,Male,731.0,Unemployed
38.0,91011.48,15298.47,Yes,Masters,Female,771.0,Self-Employed
18.0,55567.01,20597.23,Yes,Masters,Female,669.0,Employed
23.0,70454.87,14594.39,Yes,High School,Male,693.0,Employed
41.0,55084.14,9260.38,Yes,High School,Female,531.0,Employed
54.0,73174.73,12829.05,Yes,Bachelors,Female,782.0,Self-Employed
41.0,49364.79,5425.89,Yes,Bachelors,Female,692.0,Self-Employed
31.0,53817.12,13545.51,Yes,Bachelors,Female,725.0,Unemployed
24.0,115890.59,20550.53,Yes,Bachelors,Female,694.0,Employed
46.0,86884.35,11878.26,Yes,Bachelors,Female,724.0,Employed
32.0,77388.99,18495.88,No,Masters,Female,747.0,Employed
44.0,80282.34,7588.48,No,High School,Male,687.0,Unemployed
,76112.81,24396.95,No,High School,Female,743.0,Self-Employed
43.0,68222.16,20656.59,No,High School,Female,631.0,Employed
38.0,85134.4,12539.14,Yes,Masters,Male,756.0,Self-Employed
42.0,53460.31,8384.73,No,High School,Female,676.0,Employed
37.0,101910.71,12459.31,Yes,High School,Male,748.0,Employed
32.0,72406.7,16409.89,No,Masters,Female,744.0,Self-Employed
28.0,86034.11,20430.05,Yes,High School,Male,854.0,Employed
14.0,101467.65,4448.77,Yes,PhD,Female,764.0,Self-Employed
36.0,79824.15,21027.45,Yes,Bachelors,Male,781.0,Employed
53.0,53790.23,16284.33,No,Bachelors,Male,734.0,Employed
45.0,94390.88,9182.87,No,Bachelors,Male,728.0,Self-Employed
40.0,103923.81,2254.56,Yes,Bachelors,Female,625.0,Employed
31.0,31069.56,15687.37,No,Masters,Female,789.0,Employed
48.0,67962.52,16099.45,Yes,Masters,Male,818.0,Employed
37.0,75828.77,11918.42,No,Bachelors,Female,719.0,Employed
54.0,64718.9,19560.44,Yes,Masters,Male,685.0,Employed
28.0,45081.16,25169.61,Yes,PhD,Male,690.0,Employed
31.0,52338.93,13002.61,Yes,Bachelors,Female,710.0,Employed
30.0,33017.52,11266.72,No,High School,Female,680.0,Self-Employed
23.0,89102.17,23584.07,No,Bachelors,Female,733.0,Employed
29.0,97471.14,13896.54,Yes,Masters,Male,767.0,Self-Employed
39.0,97192.57,18296.56,Yes,High School,Female,713.0,Self-Employed
31.0,69408.6,11963.76,No,Masters,Female,743.0,Employed
-1.0,75438.34,20701.52,No,Bachelors,Male,768.0,Unemployed
49.0,91398.46,8777.54,No,Bachelors,Male,701.0,Employed
21.0,65342.28,15725.38,No,High School,Female,801.0,Self-Employed
44.0,51014.37,16479.76,Yes,Masters,Male,817.0,Unemployed
38.0,58585.66,14087.21,Yes,Bachelors,Female,786.0,Self-Employed
59.0,73510.96,11818.29,Yes,Bachelors,Male,733.0,Unemployed
48.0,55727.23,23964.73,Yes,Bachelors,Male,669.0,Self-Employed
33.0,79465.94,19044.32,No,Masters,Female,748.0,Self-Employed
31.0,42897.93,10674.29,No,High School,Male,739.0,Self-Employed
53.0,65146.94,5580.75,Yes,Bachelors,Male,812.0,Employed
23.0,78110.99,22392.59,Yes,Masters,Female,702.0,Employed
40.0,72650.23,10369.53,No,Masters,Male,683.0,Employed
,55297.57,15309.01,Yes,PhD,Female,811.0,Employed
35.0,84700.95,15459.33,Yes,High School,Male,708.0,Employed
42.0,75249.79,16429.51,Yes,PhD,Female,721.0,Self-Employed
40.0,28220.07,6558.11,No,Masters,Male,688.0,Employed
43.0,79106.35,13254.48,No,Bachelors,Male,730.0,Unemployed
39.0,61556.05,14921.19,Yes,High School,Female,720.0,Employed
42.0,59500.7,14722.51,Yes,Masters,Male,720.0,Unemployed
39.0,,18574.09,Yes,Masters,Male,727.0,Employed
31.0,49939.45,15824.83,Yes,Bachelors,Male,722.0,Employed
38.0,74131.66,17226.2,Yes,PhD,Female,658.0,Employed
31.0,80920.52,12006.53,Yes,Masters,Male,778.0,Employed
30.0,73063.45,23535.44,Yes,Bachelors,Male,763.0,Employed
35.0,88989.07,13553.3,Yes,High School,Female,749.0,Employed
37.0,81628.09,,No,Bachelors,Male,684.0,Self-Employed
38.0,29860.76,15571.24,Yes,Masters,Female,776.0,Employed
47.0,51669.6,17255.08,Yes,High School,Male,,Self-Employed
33.0,93768.38,21002.44,No,High School,Female,700.0,Employed
40.0,44612.33,10795.64,Yes,Masters,Female,711.0,Self-Employed
39.0,15299.44,19128.31,Yes,Masters,Female,713.0,Self-Employed
32.0,106629.0,18686.09,No,Bachelors,Male,661.0,Employed
39.0,75932.25,15866.8,Yes,Bachelors,Male,759.0,Employed
48.0,56338.86,16133.88,No,Masters,Female,728.0,Self-Employed
40.0,53032.02,9221.98,Yes,PhD,Male,764.0,Employed
40.0,82588.12,13301.7,No,Masters,Female,691.0,Self-Employed
31.0,79559.96,5463.79,Yes,Masters,Female,740.0,Employed
58.0,76544.05,13469.29,Yes,High School,Male,715.0,Unemployed
32.0,,14683.68,No,PhD,Female,699.0,Employed
21.0,44388.34,8005.83,Yes,Bachelors,Female,,Employed
47.0,69280.7,16495.55,No,Bachelors,Male,754.0,Employed
37.0,91302.9,21035.84,Yes,PhD,Male,690.0,Employed
35.0,59160.98,16077.22,No,PhD,Male,799.0,Employed
33.0,82021.38,14972.59,Yes,Masters,Female,708.0,Self-Employed
57.0,61907.37,12372.95,No,High School,Male,829.0,Employed
42.0,86024.88,16857.89,Yes,Masters,Female,683.0,Self-Employed
43.0,50401.07,9918.76,Yes,High School,Male,703.0,Employed
40.0,70273.75,2941.14,No,Masters,Female,616.0,Employed
41.0,79129.48,22897.94,Yes,Masters,Female,720.0,Employed
52.0,56490.99,19803.6,Yes,Bachelors,Male,780.0,Self-Employed
35.0,77252.27,9503.87,No,Masters,Male,670.0,Employed
23.0,69408.97,7769.51,Yes,Masters,Female,752.0,Employed
47.0,69116.89,15531.91,Yes,Masters,Female,687.0,Employed
,56444.92,15322.07,No,PhD,Female,736.0,Employed
39.0,89946.85,19080.98,Yes,Bachelors,Male,763.0,Employed
43.0,51097.41,13325.06,Yes,High School,Male,831.0,Unemployed
34.0,75595.29,,Yes,Bachelors,Male,781.0,Employed
38.0,53015.84,13916.77,Yes,High School,Male,705.0,Employed
37.0,68676.58,21065.03,Yes,Bachelors,Female,643.0,Unemployed
32.0,82857.26,14092.78,No,Masters,Female,745.0,Self-Employed
50.0,64222.97,10678.9,Yes,Masters,Female,792.0,Employed
24.0,8476.08,13127.81,Yes,High School,Male,723.0,Self-Employed
62.0,43106.08,18271.2,Yes,Bachelors,Female,699.0,Employed
47.0,26840.04,16769.18,Yes,Bachelors,Male,760.0,Self-Employed
20.0,71358.2,15262.64,Yes,PhD,Female,712.0,Employed
36.0,69899.75,9780.99,No,High School,Male,706.0,Employed
36.0,62987.52,14700.01,Yes,Masters,Male,736.0,Employed
42.0,57470.87,11735.59,Yes,PhD,Female,758.0,Self-Employed
28.0,74422.64,11605.99,Yes,Masters,Male,666.0,Employed
38.0,41053.62,19976.53,Yes,Bachelors,Female,633.0,Employed
37.0,89121.12,11168.23,Yes,Masters,Male,661.0,Unemployed
31.0,71502.4,10884.26,Yes,Bachelors,Female,679.0,Employed
29.0,51104.09,16570.39,Yes,Bachelors,Male,818.0,Employed
47.0,61631.61,10418.98,Yes,Bachelors,Female,,Self-Employed
21.0,67373.33,12228.94,Yes,High School,Male,746.0,Self-Employed
43.0,42384.25,24627.75,No,PhD,Male,692.0,Self-Employed
46.0,83417.56,14163.49,Yes,Bachelors,Female,686.0,Employed
36.0,89309.42,18379.22,Yes,High School,Female,774.0,Employed
39.0,72348.28,27576.27,Yes,Bachelors,Male,630.0,Employed
50.0,88810.97,15997.47,Yes,Masters,Male,785.0,Self-Employed
31.0,123000.17,17623.68,Yes,Bachelors,Female,720.0,Employed
32.0,32432.13,16562.88,Yes,Bachelors,Male,725.0,Employed
33.0,71038.13,13373.43,Yes,High School,Female,774.0,Employed
50.0,43137.65,15629.48,Yes,Masters,Male,791.0,Employed
51.0,101214.34,14106.56,Yes,Bachelors,Female,676.0,Unemployed
24.0,74926.18,10445.47,Yes,High School,Female,644.0,Self-Employed
48.0,56038.09,19165.48,Yes,Masters,Female,637.0,Employed
46.0,64792.85,,Yes,High School,Male,721.0,Unemployed
54.0,96726.0,,No,High School,Male,674.0,Employed
42.0,79045.69,13603.62,Yes,Bachelors,Male,656.0,Employed
38.0,81578.4,9819.13,Yes,Bachelors,Female,746.0,Employed
49.0,99761.59,18114.19,Yes,Masters,Female,749.0,Self-Employed
,89087.43,9891.31,Yes,Masters,Male,707.0,Employed
60.0,92480.15,12960.85,Yes,Masters,Female,707.0,Employed
48.0,,18638.81,Yes,Bachelors,Male,732.0,Self-Employed
40.0,24922.31,5373.6,Yes,Bachelors,Female,,Employed
26.0,72071.27,20387.54,Yes,Bachelors,Female,748.0,Employed
32.0,56710.84,14817.95,Yes,Bachelors,Male,758.0,Unemployed
24.0,85771.7,13454.5,Yes,High School,Female,786.0,Self-Employed
36.0,34593.63,8103.19,Yes,Masters,Male,629.0,Unemployed
47.0,86564.71,15452.14,Yes,High School,Female,746.0,Employed
38.0,73770.82,15124.13,Yes,Bachelors,Male,749.0,Employed
48.0,77075.96,17732.62,Yes,Bachelors,Male,800.0,Self-Employed
41.0,82375.23,12652.21,Yes,High School,Female,710.0,Employed
34.0,69430.71,10123.25,Yes,High School,Female,710.0,Self-Employed
39.0,63340.22,16568.65,Yes,Bachelors,Male,709.0,Self-Employed
43.0,92699.54,12112.04,Yes,Masters,Male,700.0,Employed
,81863.19,17522.42,Yes,Bachelors,Male,,Employed
40.0,83776.81,9844.25,Yes,PhD,Male,,Employed
30.0,68349.51,18970.14,Yes,Masters,Male,686.0,Employed
34.0,72190.61,22450.13,Yes,Masters,Female,743.0,Self-Employed
61.0,69735.2,14167.28,Yes,Bachelors,Male,675.0,Self-Employed
50.0,35116.84,21743.96,Yes,PhD,Female,752.0,Employed
23.0,42377.5,18767.43,No,Masters,Male,718.0,Employed
14.0,67536.33,,Yes,Masters,Male,747.0,Employed
39.0,32451.51,14932.71,Yes,Masters,Female,755.0,Employed
47.0,67797.22,12278.69,Yes,Masters,Female,706.0,Self-Employed
,52114.81,20988.81,No,High School,Male,779.0,Employed
48.0,68480.47,19979.52,Yes,Bachelors,Male,778.0,Employed
,73400.07,9773.31,No,High School,Female,661.0,Self-Employed
36.0,32835.63,15575.25,Yes,High School,Male,685.0,Unemployed
46.0,76501.53,10930.46,Yes,Bachelors,Male,704.0,Unemployed
33.0,61009.13,17375.4,No,Masters,Male,771.0,Employed
35.0,23543.89,18745.44,No,Masters,Female,785.0,Employed
45.0,60782.39,7182.61,Yes,Masters,Male,735.0,Self-Employed
38.0,77593.44,14582.47,Yes,High School,Female,791.0,Employed
57.0,61886.38,17122.22,No,Bachelors,Female,703.0,Employed
,60666.97,15456.79,Yes,Bachelors,Male,,Employed
44.0,73077.31,23918.01,Yes,Masters,Male,767.0,Employed
38.0,60415.14,7135.2,Yes,Bachelors,Female,729.0,Self-Employed
47.0,64656.96,21775.99,Yes,Bachelors,Female,753.0,Employed
35.0,43470.78,10582.45,Yes,Masters,Female,780.0,Self-Employed
41.0,59634.31,4283.8,Yes,Masters,Male,698.0,Unemployed
29.0,107681.59,16601.15,Yes,High School,Male,689.0,Employed
48.0,73568.31,14372.35,Yes,Masters,Female,747.0,Employed
41.0,75382.49,15460.82,Yes,Masters,Female,710.0,Employed
58.0,57146.54,17607.39,Yes,PhD,Female,720.0,Employed
62.0,62106.26,17748.18,Yes,High School,Female,798.0,Self-Employed
46.0,65430.3,12345.98,Yes,High School,Female,680.0,Employed
39.0,87483.96,19058.91,No,Masters,Female,764.0,Employed
29.0,93976.96,4916.66,Yes,Bachelors,Male,734.0,Employed
47.0,60912.99,14527.3,No,Masters,Male,665.0,Employed
40.0,69531.63,20646.68,Yes,Bachelors,Female,656.0,Employed
43.0,65299.33,16428.47,No,Masters,Female,603.0,Employed
55.0,85247.27,15249.92,Yes,Masters,Male,698.0,Employed
30.0,79371.73,13280.19,Yes,High School,Male,666.0,Self-Employed
29.0,68200.93,16736.26,No,Bachelors,Male,722.0,Employed
36.0,90192.92,13597.36,No,Masters,Male,,Employed
46.0,80362.27,18134.79,Yes,High School,Female,634.0,Employed
44.0,54577.5,12403.33,Yes,Bachelors,Male,616.0,Self-Employed
29.0,70164.24,22628.18,Yes,Masters,Male,748.0,Employed
46.0,66469.6,17734.65,Yes,Bachelors,Male,700.0,Employed
26.0,50242.52,24064.31,No,High School,Male,677.0,Unemployed
30.0,65493.81,13060.65,Yes,Masters,Female,706.0,Employed
37.0,92781.75,21121.98,No,High School,Male,,Employed
32.0,91898.25,8673.46,Yes,Bachelors,Male,768.0,Employed
47.0,88264.99,18610.13,No,Bachelors,Male,719.0,Unemployed
41.0,85582.88,14421.37,Yes,Bachelors,Female,732.0,Unemployed
56.0,74159.67,15595.6,Yes,Masters,Female,766.0,Employed
36.0,57972.75,18646.72,Yes,Bachelors,Male,765.0,Employed
37.0,81275.15,18716.65,Yes,High School,Female,777.0,Employed
50.0,37073.46,19192.64,Yes,Bachelors,Male,656.0,Employed
37.0,56562.36,16759.36,Yes,Bachelors,Female,580.0,Employed
53.0,92095.13,17709.22,Yes,Masters,Female,681.0,Employed
43.0,60158.08,13890.94,Yes,Bachelors,Male,767.0,Unemployed
14.0,,11779.12,No,High School,Female,717.0,Employed
50.0,62738.82,,Yes,PhD,Female,783.0,Unemployed
47.0,,4273.53,Yes,Masters,Female,657.0,Employed
48.0,39198.15,17095.28,Yes,Bachelors,Male,681.0,Employed
19.0,95435.98,19349.1,No,Masters,Male,741.0,Employed
31.0,47680.89,18099.79,Yes,PhD,Male,730.0,Employed
32.0,42763.28,11943.84,Yes,Masters,Female,731.0,Employed
30.0,94361.22,4776.26,Yes,Bachelors,Male,712.0,Employed
55.0,69943.62,18280.96,Yes,PhD,Male,714.0,Employed
38.0,63875.05,11056.85,Yes,High School,Male,803.0,Employed
38.0,101352.92,8563.09,No,Bachelors,Male,715.0,Employed
44.0,84621.63,19741.76,Yes,Bachelors,Female,,Employed
44.0,61009.98,8223.26,Yes,Bachelors,Female,718.0,Employed
5.0,67312.29,14142.27,No,Masters,Male,775.0,Employed
32.0,91478.23,23886.89,Yes,Bachelors,Male,715.0,Unemployed
24.0,50728.48,11663.58,Yes,Bachelors,Male,710.0,Employed
42.0,98869.13,9671.64,Yes,High School,Female,715.0,Employed
35.0,61132.82,17536.36,Yes,Masters,Male,761.0,Employed
38.0,52570.21,16635.19,Yes,Masters,Male,646.0,Self-Employed
17.0,91738.27,6713.19,Yes,Bachelors,Female,699.0,Self-Employed
35.0,84692.11,15263.0,Yes,High School,Female,753.0,Employed
49.0,34468.13,20890.72,No,High School,Female,714.0,Employed
52.0,67863.5,21999.58,Yes,Masters,Male,681.0,Employed
45.0,47896.03,13697.63,Yes,Bachelors,Female,714.0,Employed
25.0,85966.77,17478.91,Yes,Bachelors,Male,757.0,Employed
51.0,104392.27,17710.38,No,Bachelors,Male,779.0,Employed
45.0,80754.38,20040.84,No,High School,Female,666.0,Employed
37.0,54806.65,14545.91,Yes,High School,Female,805.0,Employed
18.0,87798.82,,Yes,PhD,Female,685.0,Employed
48.0,68992.9,11351.46,Yes,Masters,Male,714.0,Self-Employed
32.0,68524.3,18901.1,Yes,High School,Female,669.0,Self-Employed
41.0,60294.11,9989.62,Yes,Masters,Male,732.0,Self-Employed
39.0,72093.69,6048.96,No,High School,Female,,Self-Employed
53.0,68580.5,18061.25,No,Masters,Female,692.0,Employed
37.0,21916.05,29776.66,No,Masters,Male,740.0,Employed
38.0,70517.31,16602.16,No,High School,Male,713.0,Employed
54.0,67247.66,,Yes,Masters,Male,687.0,Employed
31.0,76936.38,21210.42,No,Masters,Female,696.0,Employed
46.0,29865.36,12776.76,No,Masters,Male,,Self-Employed
36.0,80240.05,6175.79,Yes,Masters,Male,656.0,Employed
28.0,70572.14,19713.39,Yes,Bachelors,Female,736.0,Employed
38.0,79902.71,22773.44,No,Bachelors,Male,665.0,Employed
45.0,37417.46,15644.44,Yes,Masters,Male,747.0,Self-Employed
52.0,45305.61,16562.93,Yes,Bachelors,Female,788.0,Self-Employed
53.0,32500.26,11955.87,No,Masters,Female,678.0,Employed
35.0,72926.35,14187.24,No,Bachelors,Female,676.0,Employed
28.0,63098.6,,Yes,High School,Male,818.0,Self-Employed
35.0,67120.08,15224.81,No,Bachelors,Male,760.0,Self-Employed
26.0,42150.97,15179.0,No,Masters,Female,705.0,Self-Employed
36.0,45803.36,-703.89,Yes,PhD,Female,716.0,Employed
35.0,20078.16,15824.56,Yes,Masters,Female,661.0,Employed
45.0,43089.05,8362.08,Yes,Masters,Male,615.0,Self-Employed
16.0,56999.28,,Yes,Bachelors,Female,718.0,Employed
31.0,58033.04,20287.46,Yes,Bachelors,Male,696.0,Employed
31.0,68647.5,17801.15,No,Masters,Female,752.0,Employed
50.0,85232.6,9259.92,Yes,PhD,Male,721.0,Employed
27.0,56220.4,10829.17,No,Masters,Male,703.0,Employed
40.0,79775.78,14666.31,Yes,Masters,Female,700.0,Employed
37.0,85565.22,19267.02,Yes,Bachelors,Female,636.0,Employed
48.0,93000.76,19972.59,Yes,High School,Female,663.0,Employed
44.0,79795.72,16803.15,Yes,Masters,Male,665.0,Unemployed
39.0,71465.75,10178.79,No,High School,Male,757.0,Employed
32.0,48399.26,20869.63,Yes,Masters,Male,749.0,Employed
19.0,75450.2,14871.06,Yes,Masters,Female,,Employed
40.0,62474.24,13011.75,Yes,Bachelors,Female,806.0,Employed
43.0,97529.75,12566.24,Yes,Bachelors,Male,732.0,Unemployed
22.0,71825.38,7390.07,Yes,Masters,Female,723.0,Employed
26.0,66800.62,20498.86,Yes,PhD,Male,695.0,Employed
41.0,98318.57,14374.34,Yes,Masters,Male,707.0,Employed
41.0,60352.49,,Yes,Bachelors,Male,677.0,Employed
28.0,69936.08,18036.38,Yes,Masters,Male,780.0,Employed
32.0,110187.84,18936.66,Yes,High School,Male,744.0,Unemployed
20.0,75324.71,6336.97,No,Masters,Male,,Employed
52.0,92502.77,22753.24,Yes,Bachelors,Male,710.0,Employed
25.0,100075.8,26106.6,Yes,High School,Female,784.0,Employed
43.0,58962.73,15509.94,Yes,PhD,Male,755.0,Unemployed
38.0,88175.5,16196.83,Yes,Bachelors,Female,681.0,Unemployed
51.0,63345.02,26967.51,No,Bachelors,Male,647.0,Employed
30.0,110798.78,9536.06,No,Bachelors,Female,709.0,Employed
39.0,98872.43,12391.75,No,High School,Male,733.0,Employed
21.0,84865.85,17906.44,Yes,Bachelors,Female,634.0,Employed
19.0,90891.95,20738.37,Yes,Masters,Female,,Unemployed
44.0,56088.18,15190.33,Yes,Masters,Female,700.0,Employed
20.0,104350.95,10932.09,No,PhD,Female,758.0,Employed
36.0,51912.38,21440.6,Yes,Bachelors,Female,731.0,Self-Employed
48.0,78140.66,14961.49,Yes,Masters,Female,725.0,Employed
,55720.8,15006.98,No,Bachelors,Female,703.0,Employed
31.0,87207.75,19649.02,Yes,Masters,Male,766.0,Employed
22.0,,22528.42,Yes,High School,Male,755.0,Employed
,79030.86,16198.51,Yes,Bachelors,Male,813.0,Employed
51.0,76301.63,17391.38,No,Bachelors,Female,713.0,Self-Employed
,67727.64,20231.77,No,High School,Female,779.0,Self-Employed
30.0,,13867.96,Yes,High School,Male,701.0,Self-Employed
33.0,63285.24,12257.71,No,PhD,Male,703.0,Employed
44.0,102666.98,13161.21,Yes,Masters,Male,736.0,Employed
50.0,85879.46,10398.17,Yes,Bachelors,Female,710.0,Employed
26.0,63051.84,9561.06,Yes,Masters,Male,697.0,Employed
23.0,71207.9,26105.24,Yes,High School,Female,747.0,Unemployed
61.0,128317.81,10526.69,Yes,Bachelors,Male,692.0,Employed
36.0,75443.07,16357.44,Yes,Masters,Male,824.0,Employed
41.0,99059.03,14571.48,Yes,Bachelors,Female,741.0,Self-Employed
31.0,58468.83,20243.35,No,High School,Male,747.0,Employed
43.0,79471.94,15580.83,Yes,High School,Male,739.0,Employed
48.0,57510.0,21935.09,Yes,Masters,Female,814.0,Self-Employed
41.0,59293.79,14353.15,Yes,Masters,Female,792.0,Unemployed
55.0,85874.84,16226.63,Yes,Bachelors,Female,773.0,Self-Employed
35.0,52088.14,18754.35,Yes,Bachelors,Female,795.0,Employed
35.0,46159.25,15995.87,No,Bachelors,Male,719.0,Self-Employed
40.0,83704.55,17634.51,Yes,High School,Female,775.0,Employed
43.0,60236.24,16418.41,Yes,High School,Male,736.0,Self-Employed
40.0,64399.99,7931.83,Yes,Bachelors,Female,780.0,Employed
25.0,33977.69,18827.82,Yes,High School,Female,726.0,Employed
41.0,44614.06,20887.91,Yes,Bachelors,Female,731.0,Employed
34.0,74413.57,14352.21,Yes,High School,Male,669.0,Unemployed
32.0,65328.46,13973.75,No,High School,Male,651.0,Employed
38.0,88183.51,16466.79,Yes,Masters,Male,770.0,Self-Employed
28.0,52005.57,24728.65,No,PhD,Female,730.0,Employed
27.0,66678.76,13577.11,Yes,Bachelors,Female,742.0,Unemployed
12.0,70929.7,18112.18,Yes,Masters,Female,735.0,Employed
55.0,65917.43,14125.54,No,High School,Male,681.0,Self-Employed
44.0,81950.17,17987.69,Yes,Bachelors,Female,663.0,Employed
37.0,48284.48,8621.52,Yes,Bachelors,Female,774.0,Employed
31.0,80245.92,23979.12,Yes,High School,Male,745.0,Employed
9.0,,16836.89,Yes,High School,Male,784.0,Employed
31.0,53533.33,13606.2,Yes,PhD,Female,667.0,Employed
45.0,78013.38,13741.65,Yes,Bachelors,Male,724.0,Self-Employed
47.0,77147.55,16390.94,Yes,Bachelors,Male,760.0,Employed
44.0,81775.74,25013.7,Yes,Bachelors,Male,810.0,Employed
40.0,70029.82,22732.82,No,Masters,Male,743.0,Employed
51.0,98365.85,13655.71,Yes,Masters,Female,740.0,Employed
35.0,112205.75,15470.79,Yes,Masters,Male,686.0,Unemployed
49.0,,15722.05,Yes,Masters,Male,711.0,Employed
34.0,,5240.83,Yes,Masters,Female,654.0,Employed
29.0,70275.58,13847.89,No,Bachelors,Male,688.0,Unemployed
28.0,43729.22,16050.63,Yes,PhD,Female,772.0,Unemployed
27.0,41451.73,10460.97,No,Masters,Male,682.0,Employed
45.0,46920.69,23635.38,Yes,Bachelors,Male,722.0,Employed
31.0,75314.78,9370.89,Yes,Masters,Male,695.0,Employed
28.0,66145.4,9923.76,Yes,Bachelors,Female,735.0,Employed
45.0,100542.33,18458.09,No,High School,Female,690.0,Employed
41.0,19896.26,16393.9,No,Masters,Female,738.0,Employed
48.0,70814.55,12738.14,No,Bachelors,Male,740.0,Self-Employed
43.0,78667.79,20036.09,Yes,Bachelors,Male,688.0,Employed
30.0,87953.67,16218.84,Yes,PhD,Female,660.0,Employed
39.0,72866.47,24245.76,Yes,Masters,Female,669.0,Employed
39.0,77295.91,6107.72,Yes,Bachelors,Male,755.0,Employed
29.0,73520.64,12391.36,Yes,Masters,Male,638.0,Employed
27.0,78795.05,23271.6,No,High School,Male,679.0,Self-Employed
31.0,69614.36,17402.23,No,Bachelors,Male,721.0,Employed
58.0,112323.57,14473.76,Yes,Bachelors,Female,782.0,Employed
34.0,81556.89,12982.59,No,Bachelors,Male,757.0,Employed
50.0,73947.79,16749.12,No,Bachelors,Female,697.0,Employed
33.0,55237.51,9275.92,Yes,Masters,Female,691.0,Unemployed
47.0,63154.15,7827.88,Yes,Bachelors,Male,713.0,Employed
,100202.41,17816.42,Yes,Bachelors,Female,792.0,Employed
48.0,20300.48,19276.71,Yes,High School,Female,660.0,Employed
42.0,71135.98,19704.32,Yes,Masters,Male,661.0,Self-Employed
52.0,69501.54,12853.41,No,Bachelors,Female,716.0,Self-Employed
42.0,80001.7,12655.21,No,Bachelors,Female,741.0,Self-Employed
55.0,75304.31,14983.29,Yes,PhD,Male,674.0,Employed
22.0,100316.22,10032.56,No,Masters,Male,760.0,Self-Employed
41.0,71964.12,18320.01,Yes,Bachelors,Female,760.0,Employed
41.0,68717.84,13519.42,Yes,Bachelors,Female,718.0,Employed
29.0,89035.82,14667.07,No,Bachelors,Female,698.0,Employed
44.0,100656.62,14123.09,Yes,High School,Female,728.0,Employed
23.0,83736.94,17570.27,Yes,Masters,Female,1100.0,Employed
31.0,90230.88,16430.65,Yes,Masters,Female,626.0,Unemployed
18.0,65651.92,24531.6,No,Bachelors,Female,741.0,Employed
54.0,72508.1,13079.28,No,Masters,Female,646.0,Employed
36.0,99714.64,23964.26,Yes,PhD,Male,682.0,Employed
60.0,80534.23,5941.28,Yes,Bachelors,Male,730.0,Employed
46.0,65159.4,17447.62,Yes,High School,Male,764.0,Employed
42.0,70651.01,7071.97,Yes,High School,Female,739.0,Employed
32.0,90743.03,9880.55,Yes,Bachelors,Female,716.0,Employed
28.0,92524.54,10126.7,No,High School,Male,719.0,Employed
43.0,53157.38,9737.64,Yes,Masters,Male,699.0,Employed
,77251.83,11959.63,Yes,Masters,Male,720.0,Employed
25.0,69843.14,26002.5,Yes,Masters,Male,714.0,Employed
23.0,68689.28,,No,High School,Female,764.0,Employed
28.0,96606.16,6931.02,No,Masters,Female,719.0,Unemployed
56.0,65249.24,17468.52,Yes,High School,Female,701.0,Employed
60.0,58488.46,16211.43,Yes,High School,Male,763.0,Employed
40.0,53700.17,26081.42,Yes,Bachelors,Female,728.0,Employed
39.0,66509.06,14796.04,No,Bachelors,Male,739.0,Self-Employed
35.0,55295.07,3562.93,No,Bachelors,Male,647.0,Employed
29.0,52704.36,12862.89,Yes,Bachelors,Male,671.0,Unemployed
52.0,52200.6,12763.5,No,High School,Male,724.0,Employed
57.0,53389.15,8835.69,Yes,Masters,Male,765.0,Employed
29.0,54783.35,12186.97,Yes,Bachelors,Male,755.0,Employed
37.0,77981.05,14252.22,No,Masters,Female,684.0,Employed
34.0,30800.35,14695.87,No,High School,Male,738.0,Employed
34.0,55964.94,8097.79,Yes,Bachelors,Male,776.0,Employed
50.0,67997.4,18046.81,Yes,High School,Male,699.0,Employed
25.0,92972.49,23179.69,Yes,Bachelors,Male,,Employed
43.0,65081.46,16402.8,No,PhD,Female,755.0,Self-Employed
45.0,66933.53,20531.84,Yes,Bachelors,Female,786.0,Employed
37.0,68241.07,15906.56,Yes,Bachelors,Male,728.0,Employed
47.0,33526.25,9767.64,Yes,Bachelors,Male,655.0,Self-Employed
39.0,83181.86,16354.57,Yes,Bachelors,Female,745.0,Employed
50.0,82348.43,12487.22,No,Bachelors,Male,745.0,Self-Employed
23.0,86289.92,9452.76,Yes,Bachelors,Female,743.0,Self-Employed
35.0,120116.96,14609.6,Yes,Masters,Male,691.0,Employed
37.0,44029.57,19101.84,Yes,High School,Male,,Employed
11.0,40239.47,13297.07,No,High School,Female,801.0,Employed
27.0,84117.35,24699.79,Yes,Bachelors,Male,713.0,Employed
30.0,63250.22,19754.53,Yes,Bachelors,Male,667.0,Employed
47.0,50287.43,12260.76,Yes,Masters,Female,692.0,Employed
31.0,64348.75,,No,Bachelors,Male,754.0,Self-Employed
30.0,57633.13,25723.73,No,Masters,Male,744.0,Unemployed
46.0,104495.54,13318.63,Yes,Masters,Female,750.0,Employed
22.0,115236.25,16821.1,No,High School,Female,738.0,Self-Employed
17.0,37288.77,17109.0,Yes,Masters,Female,764.0,Self-Employed
34.0,,6380.57,Yes,High School,Male,685.0,Employed
24.0,54812.64,6445.69,Yes,Bachelors,Female,680.0,Employed
24.0,56209.44,19281.57,No,PhD,Female,731.0,Employed
44.0,54494.79,9763.19,Yes,Masters,Female,667.0,Employed
47.0,66115.32,15059.33,No,Masters,Male,643.0,Employed
46.0,61063.3,7449.73,Yes,Bachelors,Female,729.0,Employed
49.0,42927.75,13357.71,Yes,Bachelors,Male,687.0,Employed
50.0,49463.84,16068.69,No,Bachelors,Female,726.0,Employed
17.0,100926.78,4699.35,Yes,Masters,Female,732.0,Employed
43.0,62851.04,15270.34,Yes,High School,Female,681.0,Employed
33.0,61827.38,15546.2,No,Bachelors,Female,721.0,Employed
31.0,39591.26,12657.34,Yes,Masters,Male,692.0,Employed
44.0,60735.67,9497.79,Yes,High School,Female,645.0,Unemployed
21.0,89218.05,13116.97,Yes,Bachelors,Male,743.0,Employed
20.0,81911.03,13124.1,No,PhD,Male,781.0,Employed
44.0,86221.99,24624.53,No,Bachelors,Male,732.0,Unemployed
43.0,45928.06,14395.83,Yes,Masters,Male,790.0,Employed
39.0,45607.65,12678.32,No,Bachelors,Male,751.0,Employed
29.0,92668.71,14385.78,No,Masters,Female,687.0,Self-Employed
45.0,86525.48,17118.41,Yes,High School,Female,722.0,Self-Employed
45.0,64830.74,16934.05,Yes,Masters,Male,814.0,Employed
39.0,87060.81,17249.09,No,Masters,Male,687.0,Employed
26.0,45940.07,18015.23,Yes,PhD,Female,724.0,Employed
34.0,45110.64,7698.7,No,Bachelors,Female,770.0,Self-Employed
46.0,37650.78,17582.42,Yes,Masters,Female,763.0,Self-Employed
51.0,77229.41,15920.7,No,Masters,Female,689.0,Employed
35.0,74334.36,11884.61,Yes,Bachelors,Female,818.0,Employed
36.0,59551.67,15532.16,Yes,Bachelors,Male,722.0,Self-Employed
36.0,54392.15,14450.31,Yes,Masters,Male,713.0,Self-Employed
41.0,118290.97,14895.94,No,Bachelors,Male,687.0,Self-Employed
32.0,64817.38,15871.74,Yes,High School,Male,787.0,Employed
9.0,97761.34,6608.6,No,PhD,Female,661.0,Employed
50.0,67073.03,16315.5,Yes,Bachelors,Female,704.0,Self-Employed
56.0,59985.75,18252.07,No,Masters,Male,781.0,Employed
,98333.19,16218.93,No,High School,Male,752.0,Employed
27.0,85799.28,11374.57,Yes,High School,Male,804.0,Self-Employed
37.0,69517.82,10684.11,No,High School,Male,778.0,Employed
36.0,92674.28,15911.0,Yes,Masters,Male,673.0,Employed
48.0,120406.13,19015.38,Yes,Masters,Female,745.0,Employed
39.0,55352.93,21543.23,No,Masters,Female,661.0,Employed
30.0,,18824.04,Yes,Masters,Male,752.0,Employed
25.0,61815.8,17558.5,No,Bachelors,Male,668.0,Employed
47.0,51309.18,2287.1,No,PhD,Female,721.0,Self-Employed
44.0,50754.66,11931.83,Yes,Masters,Male,658.0,Employed
49.0,101846.66,16564.52,No,PhD,Female,696.0,Employed
28.0,33504.79,11599.9,Yes,Masters,Male,696.0,Employed
56.0,80157.19,10349.28,Yes,Masters,Female,714.0,Employed
21.0,53495.14,9688.08,Yes,High School,Female,764.0,Self-Employed
45.0,105449.9,23824.17,Yes,High School,Male,685.0,Unemployed
19.0,64538.47,8500.14,No,High School,Male,664.0,Employed
30.0,,13938.55,No,High School,Female,,Employed
54.0,101390.19,11360.45,Yes,Masters,Female,759.0,Employed
46.0,87536.0,10681.02,Yes,Masters,Female,710.0,Employed
33.0,81084.54,17057.17,Yes,Bachelors,Female,750.0,Employed
33.0,86116.24,19114.89,No,Bachelors,Male,715.0,Employed
39.0,48334.53,9115.5,No,PhD,Male,711.0,Employed
43.0,84834.26,15262.57,Yes,High School,Male,757.0,Unemployed
51.0,66018.92,14432.04,No,High School,Female,779.0,Unemployed
33.0,77218.49,12739.1,Yes,Bachelors,Female,750.0,Self-Employed
22.0,79691.06,10331.49,Yes,High School,Male,726.0,Employed
40.0,47789.82,20542.95,Yes,Bachelors,Male,654.0,Unemployed
33.0,81876.45,9829.99,Yes,Bachelors,Female,720.0,Employed
25.0,66272.85,8485.78,Yes,High School,Female,672.0,Self-Employed
41.0,45201.57,20493.82,Yes,High School,Male,737.0,Employed
36.0,67068.68,15999.72,No,Masters,Female,697.0,Employed
41.0,70400.5,9094.63,Yes,Masters,Male,798.0,Employed
29.0,81872.64,14614.41,No,Masters,Male,781.0,Self-Employed
43.0,22234.18,,Yes,Masters,Male,750.0,Employed
25.0,,22444.17,Yes,Bachelors,Female,649.0,Self-Employed
30.0,59762.8,13792.31,Yes,Bachelors,Male,679.0,Employed
36.0,86197.47,17658.04,Yes,Masters,Female,774.0,Employed
55.0,69962.68,14884.78,No,Masters,Male,713.0,Employed
46.0,,22184.86,Yes,Bachelors,Female,746.0,Employed
49.0,66449.99,16016.94,Yes,Bachelors,Male,657.0,Self-Employed
52.0,76668.19,20787.77,Yes,Masters,Female,642.0,Self-Employed
74.0,,17707.09,Yes,Masters,Female,706.0,Self-Employed
38.0,52177.77,12234.45,No,Masters,Female,750.0,Unemployed
52.0,63126.8,15009.31,No,PhD,Male,648.0,Employed
48.0,99386.92,13935.92,No,Masters,Female,755.0,Employed
48.0,62777.77,12132.66,Yes,Bachelors,Male,746.0,Employed
56.0,77344.99,9615.15,No,High School,Female,775.0,Unemployed
34.0,45316.16,21797.81,Yes,Bachelors,Female,688.0,Employed
33.0,35709.85,,Yes,Masters,Female,789.0,Unemployed
41.0,49195.9,21657.51,Yes,High School,Female,678.0,Employed
36.0,56202.16,8311.82,Yes,Bachelors,Male,624.0,Unemployed
41.0,90798.22,17715.79,No,PhD,Female,724.0,Employed
54.0,92990.53,12072.18,No,High School,Male,761.0,Unemployed
33.0,31493.59,6666.09,Yes,Bachelors,Male,687.0,Employed
35.0,59175.1,,No,Bachelors,Male,733.0,Employed
40.0,83955.79,,Yes,Masters,Male,773.0,Employed
36.0,,18980.75,Yes,High School,Male,791.0,Employed
19.0,100091.17,15649.63,Yes,Masters,Male,760.0,Self-Employed
32.0,83470.02,20254.68,Yes,Bachelors,Female,709.0,Employed
45.0,64646.3,18131.73,Yes,Bachelors,Female,710.0,Employed
52.0,66426.61,18064.64,No,Bachelors,Male,702.0,Employed
26.0,68864.2,19489.54,No,Bachelors,Female,723.0,Employed
26.0,53080.85,19187.86,Yes,Bachelors,Male,758.0,Employed
38.0,88784.28,17253.4,Yes,High School,Female,673.0,Employed
17.0,84848.58,13326.98,Yes,Bachelors,Female,691.0,Employed
,79085.42,13854.14,No,Masters,Female,756.0,Self-Employed
21.0,74851.49,15533.85,Yes,Masters,Male,712.0,Self-Employed
52.0,49636.04,13668.86,Yes,PhD,Male,729.0,Self-Employed
30.0,80083.86,25930.18,No,Masters,Male,752.0,Employed
55.0,72582.05,14567.41,Yes,High School,Male,713.0,Self-Employed
49.0,110045.38,9251.03,Yes,PhD,Male,678.0,Self-Employed
32.0,44134.18,14397.1,Yes,Masters,Male,801.0,Employed
27.0,55534.09,10807.66,Yes,Bachelors,Male,740.0,Self-Employed
36.0,38267.11,24789.26,Yes,Bachelors,Female,768.0,Employed
37.0,65639.6,15488.89,No,Masters,Male,709.0,Employed
41.0,35182.01,18174.0,Yes,Bachelors,Female,735.0,Employed
30.0,93710.03,17575.95,No,Masters,Female,781.0,Employed
45.0,91844.75,,Yes,Masters,Female,736.0,Employed
41.0,66807.36,16192.22,Yes,Bachelors,Male,722.0,Self-Employed
35.0,49725.56,13006.19,Yes,Masters,Female,669.0,Employed
31.0,,15236.24,Yes,Bachelors,Male,619.0,Employed
36.0,55922.71,8867.19,Yes,Bachelors,Male,811.0,Self-Employed
30.0,82507.43,14251.16,Yes,Bachelors,Female,721.0,Self-Employed
39.0,54258.95,23969.56,No,Bachelors,Male,842.0,Employed
39.0,108171.52,18676.04,Yes,Bachelors,Male,749.0,Employed
41.0,99813.91,14468.56,Yes,PhD,Male,689.0,Employed
56.0,70016.48,25058.49,Yes,High School,Female,712.0,Employed
37.0,60762.63,11952.83,Yes,Masters,Female,799.0,Employed
48.0,58616.08,16713.76,No,High School,Female,791.0,Employed
40.0,101967.54,13485.18,Yes,Bachelors,Male,767.0,Self-Employed
36.0,56866.09,13976.88,Yes,High School,Male,644.0,Employed
37.0,88687.38,16969.78,No,Masters,Male,643.0,Employed
37.0,70435.84,17880.13,Yes,Masters,Male,785.0,Employed
41.0,84271.24,13986.36,Yes,Masters,Male,750.0,Employed
28.0,,10819.55,No,Masters,Female,798.0,Employed
23.0,63341.63,24161.18,No,High School,Female,716.0,Self-Employed
45.0,69516.35,15507.27,No,Bachelors,Male,673.0,Self-Employed
47.0,57372.67,9814.86,Yes,PhD,Male,736.0,Employed
45.0,94984.48,9888.62,No,Bachelors,Male,743.0,Self-Employed
40.0,54713.84,24955.05,No,High School,Female,682.0,Self-Employed
46.0,58459.36,27319.54,Yes,High School,Female,658.0,Employed
45.0,97174.0,16683.19,Yes,PhD,Male,753.0,Employed
46.0,,11930.52,No,High School,Male,677.0,Employed
29.0,101759.58,16662.91,No,Masters,Male,821.0,Employed
27.0,31834.54,13471.86,Yes,Bachelors,Female,802.0,Employed
34.0,74014.45,17868.03,Yes,Bachelors,Male,759.0,Unemployed
38.0,71805.63,16750.44,No,High School,Female,804.0,Employed
36.0,58765.34,14837.76,No,Masters,Male,749.0,Self-Employed
19.0,,14578.07,No,Bachelors,Male,709.0,Employed
55.0,63571.17,13899.48,Yes,Masters,Male,801.0,Employed
35.0,73239.85,19742.73,Yes,Bachelors,Male,747.0,Self-Employed
40.0,138037.51,14036.07,Yes,Bachelors,Male,700.0,Self-Employed
50.0,76342.62,25277.83,No,Masters,Male,670.0,Employed
15.0,77182.63,,Yes,PhD,Male,686.0,Employed
33.0,86424.39,13108.67,Yes,PhD,Female,778.0,Employed
34.0,73612.89,13196.54,Yes,Bachelors,Male,717.0,Self-Employed
35.0,48039.35,14754.6,Yes,Bachelors,Female,809.0,Employed
36.0,37065.77,11791.36,Yes,PhD,Female,752.0,Employed
52.0,69414.18,19256.27,No,Bachelors,Female,760.0,Self-Employed
45.0,64617.78,20922.33,Yes,Masters,Male,688.0,Employed
48.0,,21417.79,Yes,Masters,Male,697.0,Employed
38.0,102587.86,13959.66,Yes,High School,Female,652.0,Employed
24.0,72140.06,13897.56,Yes,PhD,Female,682.0,Employed
17.0,98788.73,5044.46,No,Bachelors,Female,691.0,Employed
23.0,25362.75,11715.62,No,PhD,Female,710.0,Employed
42.0,99169.74,10340.34,Yes,Masters,Female,819.0,Employed
38.0,60295.9,9463.9,Yes,Bachelors,Male,693.0,Employed
36.0,95183.16,12565.31,Yes,PhD,Male,786.0,Employed
34.0,74297.37,13464.12,No,High School,Female,665.0,Employed
58.0,79065.13,14876.45,Yes,Masters,Female,693.0,Employed
30.0,79090.34,21797.93,Yes,Bachelors,Male,731.0,Employed
47.0,61497.25,20827.51,No,Bachelors,Male,770.0,Self-Employed
38.0,57069.71,9375.75,No,PhD,Male,721.0,Employed
37.0,62776.8,17140.32,No,Masters,Male,711.0,Self-Employed
50.0,40561.82,11001.23,Yes,Masters,Male,758.0,Employed
,60385.79,15739.57,Yes,Bachelors,Female,730.0,Employed
36.0,56064.17,21554.9,No,Bachelors,Male,648.0,Employed
46.0,40081.89,12568.39,Yes,Masters,Female,798.0,Unemployed
42.0,79173.33,10063.19,Yes,Masters,Female,738.0,Employed
38.0,70154.35,15257.41,No,Masters,Male,730.0,Self-Employed
40.0,74920.85,21601.14,Yes,Bachelors,Female,730.0,Self-Employed
31.0,83949.02,25026.03,Yes,Masters,Male,650.0,Employed
35.0,65242.8,11919.61,Yes,Masters,Female,646.0,Employed
32.0,51225.67,15657.91,Yes,Bachelors,Male,811.0,Self-Employed
47.0,76078.84,16377.04,No,Bachelors,Male,704.0,Employed
37.0,11556.07,7893.08,Yes,Masters,Female,717.0,Unemployed
25.0,67838.1,7619.47,No,Bachelors,Female,705.0,Employed
31.0,85303.37,16622.48,Yes,High School,Male,732.0,Self-Employed
6.0,90938.51,13121.5,Yes,High School,Male,688.0,Employed
33.0,59411.14,7993.2,No,Bachelors,Male,701.0,Employed
38.0,25172.26,18434.89,Yes,Bachelors,Male,711.0,Employed
37.0,17334.68,15305.37,Yes,High School,Male,742.0,Self-Employed
58.0,82761.04,15057.59,Yes,High School,Female,751.0,Employed
,62920.34,9523.6,No,Bachelors,Female,719.0,Employed
43.0,110345.98,6468.12,No,Masters,Male,630.0,Unemployed
22.0,41777.93,12010.03,Yes,Bachelors,Male,769.0,Employed
34.0,76846.72,15243.55,Yes,Bachelors,Male,753.0,Self-Employed
33.0,103247.03,11456.25,Yes,High School,Male,651.0,Employed
30.0,74129.24,9514.37,Yes,High School,Female,716.0,Employed
30.0,38161.3,,Yes,Masters,Male,705.0,Unemployed
20.0,125452.23,15175.31,Yes,Bachelors,Male,777.0,Employed
25.0,101611.75,22073.53,No,Bachelors,Male,753.0,Employed
47.0,65455.08,15751.12,Yes,Masters,Female,661.0,Employed
37.0,86379.08,7664.58,Yes,Bachelors,Female,822.0,Self-Employed
33.0,86593.22,4889.03,No,Bachelors,Female,720.0,Employed
38.0,82835.42,2732.26,Yes,Bachelors,Female,757.0,Self-Employed
50.0,42365.1,16699.05,No,High School,Female,712.0,Employed
38.0,76483.15,9738.35,No,Masters,Female,678.0,Self-Employed
43.0,99214.31,17489.31,No,PhD,Female,695.0,Employed
30.0,80090.54,20900.09,Yes,Bachelors,Female,629.0,Self-Employed
32.0,77943.02,17951.91,Yes,Bachelors,Female,623.0,Employed
42.0,59263.51,13864.53,Yes,Bachelors,Female,707.0,Unemployed
57.0,51920.43,24242.01,No,Bachelors,Female,687.0,Employed
52.0,38549.65,12695.36,No,Bachelors,Female,706.0,Employed
44.0,85149.29,10484.27,No,Masters,Female,674.0,Employed
40.0,65582.31,16668.29,Yes,PhD,Female,834.0,Employed
52.0,43172.41,18867.19,Yes,Masters,Female,737.0,Employed
46.0,89528.17,2073.36,Yes,Bachelors,Male,723.0,Employed
,58261.78,20552.91,Yes,High School,Male,787.0,Self-Employed
27.0,52842.7,6875.53,Yes,High School,Male,829.0,Employed
41.0,60075.04,4739.46,Yes,Bachelors,Male,656.0,Employed
20.0,66138.21,13279.22,No,Bachelors,Female,738.0,Employed
29.0,79160.44,9686.54,Yes,High School,Male,700.0,Employed
31.0,52493.73,17078.69,Yes,Bachelors,Male,749.0,Employed
35.0,90207.48,16781.54,No,Bachelors,Female,729.0,Employed
35.0,79684.59,16542.48,Yes,Bachelors,Female,678.0,Unemployed
,59706.75,21121.62,Yes,Masters,Female,770.0,Unemployed
46.0,66804.2,13422.51,No,High School,Female,717.0,Self-Employed
35.0,61547.38,16836.77,Yes,Bachelors,Female,738.0,Employed
34.0,71317.29,6653.27,Yes,PhD,Male,763.0,Self-Employed
25.0,100397.48,19802.52,Yes,High School,Male,762.0,Employed
48.0,61341.27,12493.88,No,Masters,Male,693.0,Employed
31.0,73789.32,13579.66,No,Bachelors,Female,705.0,Self-Employed
27.0,56028.34,13287.73,No,Bachelors,Female,704.0,Employed
40.0,80639.1,14502.25,Yes,Bachelors,Female,664.0,Unemployed
30.0,75528.13,13153.66,Yes,Masters,Female,714.0,Employed
33.0,96592.36,4176.46,No,Masters,Male,743.0,Employed
41.0,53416.19,21200.96,Yes,Bachelors,Female,671.0,Unemployed
,83811.51,11748.17,Yes,PhD,Male,725.0,Employed
61.0,95281.67,13128.72,Yes,Bachelors,Female,768.0,Employed
37.0,61247.65,14034.87,Yes,Bachelors,Female,775.0,Self-Employed
44.0,67460.93,17622.18,No,Bachelors,Male,634.0,Self-Employed
19.0,73814.76,12535.23,No,Bachelors,Female,590.0,Unemployed
29.0,65268.43,20329.46,Yes,Masters,Male,714.0,Employed
27.0,73546.38,24372.64,No,Bachelors,Male,699.0,Unemployed
28.0,83468.72,23179.93,Yes,Bachelors,Female,658.0,Employed
42.0,67720.48,16265.76,No,Masters,Male,706.0,Self-Employed
48.0,67564.02,12117.27,Yes,PhD,Female,688.0,Employed
41.0,75333.24,11983.86,Yes,Masters,Female,678.0,Employed
36.0,62016.63,13151.28,Yes,Masters,Female,680.0,Self-Employed
32.0,63005.73,10745.36,No,Masters,Female,721.0,Employed
49.0,52022.79,17079.08,No,Masters,Male,608.0,Employed
59.0,69157.17,13867.69,No,Masters,Male,712.0,Employed
39.0,78955.0,14918.36,Yes,Bachelors,Male,863.0,Employed
47.0,64617.25,13460.47,Yes,Bachelors,Female,761.0,Self-Employed
41.0,54529.78,17255.87,Yes,High School,Male,698.0,Employed
46.0,68075.67,16279.68,Yes,Bachelors,Female,774.0,Unemployed
26.0,77941.76,13233.0,Yes,PhD,Female,792.0,Self-Employed
33.0,72559.39,14258.41,Yes,Masters,Male,735.0,Employed
42.0,114591.0,14253.02,No,Bachelors,Male,661.0,Self-Employed
50.0,56871.68,,Yes,High School,Female,680.0,Employed
30.0,66993.66,11109.53,No,High School,Female,675.0,Employed
18.0,85585.95,12673.1,Yes,Masters,Male,640.0,Self-Employed
33.0,56106.4,5500.16,Yes,Masters,Male,771.0,Employed
48.0,108564.38,9624.88,Yes,Masters,Male,825.0,Employed
22.0,70092.32,13818.89,Yes,Bachelors,Female,722.0,Self-Employed
26.0,81222.88,12815.1,Yes,Masters,Male,685.0,Employed
40.0,70380.27,5187.78,Yes,High School,Female,754.0,Employed
37.0,90372.76,17625.34,No,PhD,Female,778.0,Employed
44.0,48743.11,10597.1,No,Bachelors,Male,685.0,Employed
26.0,101436.95,,Yes,PhD,Male,733.0,Employed
35.0,74634.38,16821.8,Yes,Masters,Male,634.0,Self-Employed
50.0,83169.18,19170.11,No,Bachelors,Male,726.0,Unemployed
26.0,,2813.6,Yes,Bachelors,Female,670.0,Self-Employed
53.0,76744.86,18412.14,Yes,Masters,Female,735.0,Self-Employed
27.0,50640.2,13921.4,Yes,High School,Male,693.0,Employed
46.0,93512.89,13721.53,No,Bachelors,Male,721.0,Employed
34.0,44203.83,9400.67,Yes,PhD,Male,828.0,Employed
27.0,73083.47,14224.12,No,PhD,Female,725.0,Employed
33.0,62231.48,14543.96,Yes,High School,Male,744.0,Self-Employed
43.0,38747.44,26266.88,Yes,Bachelors,Male,712.0,Employed
38.0,51292.83,17610.19,Yes,Bachelors,Male,632.0,Self-Employed
49.0,78991.87,14987.69,Yes,PhD,Male,688.0,Self-Employed
52.0,,20909.98,Yes,Bachelors,Male,693.0,Employed
26.0,56616.59,19425.38,Yes,High School,Male,749.0,Employed
25.0,77466.89,7730.0,No,Bachelors,Male,739.0,Employed
25.0,88296.83,18307.64,No,Masters,Female,736.0,Employed
29.0,83215.53,15488.44,Yes,Bachelors,Female,765.0,Employed
49.0,69068.46,11497.95,No,Bachelors,Female,,Employed
44.0,74352.78,,Yes,Masters,Female,822.0,Employed
33.0,72374.92,14266.34,No,High School,Female,636.0,Employed
38.0,49272.88,14948.33,Yes,PhD,Male,654.0,Employed
52.0,75588.78,,Yes,Bachelors,Female,739.0,Self-Employed
57.0,49094.81,3739.32,Yes,Bachelors,Female,666.0,Employed
41.0,82285.52,8705.65,Yes,Masters,Male,722.0,Employed
11.0,72702.71,15978.99,Yes,PhD,Male,684.0,Employed
41.0,26716.0,14307.25,Yes,Masters,Female,745.0,Employed
47.0,89582.34,15552.01,Yes,Bachelors,Male,718.0,Employed
40.0,59559.37,12708.1,Yes,High School,Male,691.0,Employed
,57903.92,16243.77,No,Bachelors,Female,719.0,Employed
42.0,89118.07,,Yes,High School,Male,821.0,Employed
26.0,66734.76,25488.31,Yes,Bachelors,Male,716.0,Self-Employed
29.0,81948.24,17088.28,Yes,Masters,Male,650.0,Employed
35.0,56932.89,17286.43,Yes,Bachelors,Male,629.0,Self-Employed
,86073.38,9669.77,No,Masters,Male,686.0,Employed
30.0,73944.01,12056.85,Yes,Masters,Female,732.0,Employed
43.0,,17556.24,Yes,High School,Female,793.0,Employed
,,13248.55,Yes,Masters,Male,764.0,Employed
54.0,102595.4,16340.26,No,High School,Female,681.0,Employed
38.0,107408.86,11102.66,Yes,Bachelors,Female,653.0,Self-Employed
20.0,25925.66,8309.42,Yes,High School,Female,710.0,Employed
44.0,88527.11,20554.22,Yes,Bachelors,Female,714.0,Self-Employed
59.0,48405.19,10517.91,Yes,Masters,Female,700.0,Self-Employed
45.0,80193.54,19549.33,No,Bachelors,Female,752.0,Employed
30.0,34446.48,10807.06,No,High School,Male,673.0,Employed
27.0,78064.76,14207.31,Yes,Masters,Male,711.0,Self-Employed
28.0,53275.25,13064.88,Yes,Masters,Male,734.0,Employed
58.0,60823.58,13949.02,No,PhD,Female,642.0,Self-Employed
35.0,61358.12,18789.97,No,Bachelors,Male,736.0,Employed
31.0,55308.99,23159.4,Yes,Masters,Female,768.0,Self-Employed
36.0,55851.83,14041.31,Yes,Bachelors,Male,758.0,Employed
35.0,62039.72,15605.65,Yes,Bachelors,Female,719.0,Self-Employed
54.0,66921.38,13652.81,Yes,Masters,Male,665.0,Employed
28.0,76462.64,15433.12,No,Bachelors,Male,676.0,Unemployed
50.0,,11410.68,Yes,Masters,Female,709.0,Unemployed
39.0,51062.48,9821.93,Yes,Bachelors,Male,728.0,Employed
50.0,72534.17,16624.81,No,Masters,Female,670.0,Employed
54.0,85453.05,16115.69,No,Bachelors,Male,737.0,Self-Employed
39.0,55822.16,20679.99,Yes,Bachelors,Male,688.0,Employed
35.0,24854.6,15246.77,Yes,Bachelors,Female,703.0,Self-Employed
,31814.44,14763.92,Yes,High School,Male,753.0,Unemployed
37.0,25590.21,17588.22,Yes,High School,Female,597.0,Self-Employed
21.0,100802.34,19924.27,Yes,PhD,Male,718.0,Employed
54.0,82283.11,14207.92,No,Bachelors,Female,708.0,Employed
40.0,85119.51,2124.99,Yes,Bachelors,Male,667.0,Unemployed
26.0,89628.16,9749.12,Yes,Masters,Male,814.0,Employed
17.0,58490.59,20350.91,No,Bachelors,Female,667.0,Self-Employed
15.0,116060.89,23527.58,Yes,Bachelors,Male,759.0,Employed
46.0,76709.33,21667.3,No,Bachelors,Male,754.0,Employed
32.0,68544.55,12805.94,No,Bachelors,Male,739.0,Employed
33.0,92200.04,13358.08,Yes,Masters,Female,664.0,Employed
43.0,83346.0,,Yes,PhD,Male,757.0,Employed
33.0,,18001.08,Yes,Bachelors,Female,684.0,Employed
43.0,97876.66,2571.73,Yes,Masters,Female,608.0,Employed
39.0,62935.07,15216.11,Yes,Bachelors,Female,715.0,Employed
37.0,73740.5,14730.59,Yes,Masters,Male,727.0,Employed
22.0,51816.09,9239.26,Yes,PhD,Male,758.0,Self-Employed
30.0,37434.36,12013.77,No,High School,Male,683.0,Employed
44.0,86735.94,16319.98,No,High School,Male,811.0,Employed
31.0,89140.72,13911.72,Yes,High School,Male,718.0,Employed
50.0,30355.2,19660.05,Yes,High School,Female,767.0,Employed
61.0,55655.84,23802.63,Yes,High School,Female,755.0,Employed
45.0,71121.67,19726.32,No,Bachelors,Female,744.0,Unemployed
53.0,73027.75,17235.12,Yes,Masters,Female,780.0,Self-Employed
45.0,110900.02,14256.6,Yes,Bachelors,Male,708.0,Employed
33.0,57461.24,18981.53,No,Masters,Female,749.0,Employed
40.0,66573.87,11886.75,No,Bachelors,Female,716.0,Self-Employed
58.0,82997.15,12265.16,No,Masters,Female,716.0,Employed
33.0,62995.94,8842.43,Yes,Bachelors,Female,688.0,Employed
28.0,,7248.29,Yes,High School,Male,716.0,Employed
27.0,58258.8,21403.36,Yes,High School,Male,788.0,Unemployed
36.0,74659.61,16349.6,Yes,Bachelors,Male,754.0,Employed
28.0,66486.19,17656.51,No,Bachelors,Female,741.0,Self-Employed
55.0,83649.6,14367.85,Yes,PhD,Female,,Employed
40.0,77149.16,24448.96,Yes,Bachelors,Male,689.0,Employed
48.0,11692.2,23793.17,No,PhD,Male,682.0,Employed
35.0,34969.47,14916.58,No,Bachelors,Male,785.0,Self-Employed
27.0,59984.75,14859.11,Yes,Bachelors,Male,763.0,Employed
25.0,89600.05,13899.63,Yes,PhD,Female,643.0,Unemployed
29.0,56966.43,9426.24,Yes,High School,Male,768.0,Employed
41.0,77491.82,12952.85,Yes,Masters,Female,781.0,Employed
43.0,,13424.14,Yes,Masters,Male,732.0,Employed
44.0,80805.33,3914.93,No,High School,Female,800.0,Employed
23.0,59051.51,3608.61,Yes,Masters,Female,668.0,Employed
38.0,47038.25,14678.81,Yes,Masters,Male,731.0,Employed
28.0,43755.51,19162.1,Yes,High School,Male,790.0,Employed
42.0,129418.7,11148.58,Yes,Bachelors,Female,753.0,Unemployed
43.0,79108.53,23748.48,No,PhD,Female,,Employed
26.0,106811.66,13593.91,Yes,Masters,Male,688.0,Self-Employed
48.0,53337.79,10764.48,Yes,Masters,Male,672.0,Employed
61.0,94966.37,7880.72,Yes,Bachelors,Male,688.0,Employed
46.0,60463.79,15487.73,Yes,High School,Female,706.0,Employed
36.0,69421.03,4948.61,Yes,PhD,Female,830.0,Employed
,64272.72,11251.15,Yes,PhD,Female,688.0,Employed
36.0,52411.28,15223.19,Yes,Masters,Female,707.0,Employed
30.0,52715.29,8012.85,Yes,Masters,Male,661.0,Self-Employed
41.0,69217.85,12386.67,Yes,Bachelors,Female,689.0,Employed
27.0,58258.4,15123.81,No,PhD,Female,728.0,Self-Employed
19.0,72534.4,8912.43,No,Bachelors,Female,609.0,Employed
40.0,53243.41,18254.29,No,Masters,Female,710.0,Employed
38.0,84149.22,19708.76,No,Masters,Male,675.0,Employed
32.0,60800.73,9946.62,Yes,Bachelors,Male,731.0,Employed
25.0,102738.68,13998.2,No,Bachelors,Female,777.0,Employed
41.0,68987.5,14377.45,No,PhD,Male,698.0,Self-Employed
28.0,67956.37,16734.36,Yes,Masters,Male,727.0,Unemployed
37.0,102070.7,,Yes,Bachelors,Female,695.0,Employed
56.0,1400598.056378007,11388.31,Yes,Masters,Female,768.0,Employed
45.0,61861.88,9716.36,Yes,Masters,Female,707.0,Self-Employed
24.0,55980.52,19182.41,Yes,Masters,Female,772.0,Employed
25.0,74088.67,12105.48,Yes,Bachelors,Female,731.0,Employed
40.0,55296.39,11117.55,Yes,Masters,Male,799.0,Employed
24.0,85533.3,20235.66,No,Masters,Male,745.0,Employed
18.0,,15723.08,Yes,High School,Female,724.0,Self-Employed
43.0,86777.81,9888.34,Yes,Bachelors,Female,767.0,Employed
41.0,84523.7,,Yes,Bachelors,Male,806.0,Employed
43.0,59750.35,10151.2,No,High School,Female,799.0,Employed
41.0,55260.53,9096.66,No,Masters,Female,838.0,Employed
37.0,63432.8,12273.6,Yes,Bachelors,Male,715.0,Employed
31.0,70177.36,13975.82,Yes,Masters,Male,734.0,Employed
43.0,76680.44,11913.45,Yes,Bachelors,Female,705.0,Self-Employed
53.0,78902.63,17708.67,No,Masters,Male,675.0,Unemployed
33.0,69361.46,18256.36,No,Bachelors,Female,749.0,Employed
28.0,56376.41,11460.29,No,Bachelors,Female,597.0,Employed
,58267.52,14121.88,No,Bachelors,Male,740.0,Employed
,80367.07,12645.65,No,High School,Female,789.0,Self-Employed
40.0,56996.33,10052.76,Yes,Masters,Female,761.0,Self-Employed
17.0,81204.69,15786.46,Yes,High School,Male,758.0,Self-Employed
42.0,81859.21,5599.43,Yes,High School,Male,628.0,Employed
44.0,100678.33,10203.91,Yes,Masters,Male,803.0,Employed
20.0,60382.92,9183.59,Yes,Bachelors,Female,701.0,Employed
28.0,63496.92,10482.44,Yes,Bachelors,Female,748.0,Employed
39.0,23746.05,9570.87,No,Masters,Female,698.0,Unemployed
37.0,51138.54,6919.18,Yes,High School,Male,711.0,Employed
43.0,50877.42,13541.5,Yes,Masters,Female,760.0,Employed
37.0,80113.43,13144.19,No,Bachelors,Male,782.0,Employed
51.0,106147.58,14948.95,Yes,High School,Female,708.0,Employed
35.0,81615.16,16178.52,Yes,PhD,Male,729.0,Employed
28.0,89815.84,17028.42,No,Bachelors,Female,663.0,Employed
27.0,55773.4,10977.37,No,Bachelors,Female,773.0,Employed
45.0,,15308.41,No,High School,Female,614.0,Employed
38.0,65159.57,13690.12,Yes,Bachelors,Female,649.0,Employed
44.0,57524.92,14461.59,No,Masters,Male,603.0,Employed
44.0,52778.19,12712.93,Yes,PhD,Male,705.0,Employed
18.0,74365.21,10988.64,Yes,Bachelors,Female,714.0,Employed
27.0,46281.59,13773.93,Yes,High School,Female,739.0,Self-Employed
28.0,86529.61,12619.23,Yes,Masters,Male,,Self-Employed
30.0,62011.18,16496.72,Yes,PhD,Female,703.0,Employed
34.0,69095.23,19725.64,Yes,Bachelors,Male,744.0,Employed
48.0,71995.73,10297.4,Yes,Bachelors,Male,648.0,Employed
50.0,60665.71,12313.63,Yes,High School,Female,749.0,Self-Employed
35.0,95310.98,26593.5,Yes,Bachelors,Male,701.0,Employed
35.0,37884.38,5896.29,Yes,Masters,Male,703.0,Employed
31.0,95666.7,6948.48,Yes,Masters,Female,718.0,Employed
39.0,63058.92,20265.89,Yes,High School,Female,683.0,Employed
40.0,88414.95,,Yes,Bachelors,Male,710.0,Employed
46.0,74024.82,22263.24,Yes,Bachelors,Male,784.0,Employed
46.0,87009.94,16570.35,Yes,Bachelors,Female,779.0,Employed
15.0,67631.76,12844.66,No,Bachelors,Male,730.0,Unemployed
36.0,74768.72,13628.04,Yes,PhD,Male,707.0,Employed
52.0,91958.1,17005.12,Yes,Bachelors,Female,684.0,Employed
34.0,71916.98,19675.92,No,Bachelors,Male,670.0,Self-Employed
49.0,96601.56,17683.15,Yes,High School,Male,779.0,Employed
35.0,77043.93,4925.88,Yes,Masters,Male,720.0,Employed
40.0,55345.6,9117.35,No,PhD,Female,625.0,Employed
27.0,62903.78,16389.28,Yes,Masters,Male,654.0,Employed
27.0,87762.15,8079.75,Yes,Bachelors,Male,669.0,Employed
45.0,45204.39,5478.24,No,PhD,Male,572.0,Employed
,,19371.18,Yes,Bachelors,Female,683.0,Unemployed
38.0,62684.63,16288.9,Yes,Bachelors,Male,607.0,Employed
26.0,44205.61,22743.03,Yes,High School,Female,733.0,Employed
38.0,74145.12,19857.47,Yes,Bachelors,Male,719.0,Employed
51.0,55996.19,11886.58,Yes,Masters,Female,769.0,Employed
55.0,58567.51,16233.38,Yes,Masters,Female,738.0,Employed
35.0,57485.28,11042.37,Yes,Bachelors,Female,851.0,Self-Employed
21.0,72297.86,6933.75,Yes,Bachelors,Male,702.0,Employed
46.0,62200.67,20977.53,No,Bachelors,Female,691.0,Employed
35.0,77818.97,14028.45,Yes,PhD,Male,774.0,Employed
47.0,90248.41,21739.2,Yes,PhD,Female,,Employed
41.0,80833.76,15542.88,Yes,High School,Female,722.0,Employed
29.0,106106.16,16390.18,Yes,Masters,Male,770.0,Self-Employed
39.0,111026.97,17883.91,Yes,Masters,Male,774.0,Employed
51.0,64194.87,14081.71,No,Masters,Male,629.0,Employed
37.0,46947.58,13812.56,No,Masters,Female,713.0,Self-Employed
28.0,64217.35,16211.3,Yes,Bachelors,Female,742.0,Employed
22.0,72367.08,21230.05,Yes,Bachelors,Female,590.0,Employed
30.0,114515.42,17524.3,No,Bachelors,Male,680.0,Self-Employed
34.0,62503.95,15085.6,Yes,High School,Male,745.0,Unemployed
46.0,75558.61,12946.37,No,PhD,Female,769.0,Unemployed
27.0,56376.78,14409.05,No,Bachelors,Female,702.0,Unemployed
,63066.51,10681.85,Yes,High School,Female,665.0,Employed
25.0,45712.28,10088.64,Yes,Bachelors,Female,725.0,Employed
61.0,40745.35,13811.5,Yes,Masters,Male,,Employed
55.0,97218.61,15029.97,Yes,Masters,Female,689.0,Employed
39.0,91323.94,18635.98,Yes,PhD,Female,648.0,Unemployed
22.0,62607.96,9354.03,Yes,Masters,Female,696.0,Employed
37.0,91267.65,15052.92,Yes,High School,Female,641.0,Self-Employed
34.0,43861.87,17134.53,Yes,Masters,Female,683.0,Employed
25.0,66532.74,,Yes,PhD,Male,716.0,Employed
41.0,73485.25,12699.99,Yes,Masters,Female,687.0,Employed
30.0,95321.08,,Yes,High School,Male,815.0,Employed
31.0,73950.81,14704.47,No,PhD,Male,712.0,Employed
36.0,80895.02,4915.28,No,Bachelors,Female,765.0,Employed
32.0,60600.78,18870.93,No,Bachelors,Male,726.0,Employed
59.0,75279.16,15444.8,Yes,Masters,Male,660.0,Employed
33.0,95287.2,6970.2,Yes,Masters,Male,688.0,Self-Employed
42.0,37669.8,10610.51,No,High School,Male,711.0,Employed
39.0,92721.49,,Yes,Bachelors,Male,687.0,Self-Employed
42.0,65800.58,16561.83,Yes,Masters,Female,719.0,Employed
42.0,41880.94,20142.89,Yes,Bachelors,Male,687.0,Employed
47.0,64657.37,10493.13,No,Masters,Male,725.0,Employed
41.0,95801.62,12743.25,Yes,Masters,Male,768.0,Employed
40.0,60353.3,19418.29,No,Masters,Male,761.0,Self-Employed
39.0,75986.79,20224.66,Yes,Bachelors,Male,737.0,Unemployed
37.0,37736.28,13383.3,Yes,Bachelors,Female,728.0,Self-Employed
29.0,33486.67,12336.19,Yes,High School,Male,665.0,Employed
37.0,48465.22,17499.46,No,Bachelors,Female,775.0,Employed
40.0,90256.16,4643.76,Yes,Bachelors,Female,630.0,Self-Employed
42.0,68983.37,14932.47,No,Bachelors,Male,703.0,Employed
40.0,91993.92,14865.45,Yes,High School,Male,675.0,Self-Employed
36.0,93162.27,12660.61,Yes,PhD,Female,750.0,Employed
37.0,54836.97,17358.06,No,Masters,Female,806.0,Employed
32.0,101340.02,20459.37,Yes,Bachelors,Male,702.0,Self-Employed
41.0,59112.41,10120.23,Yes,High School,Male,802.0,Employed
36.0,90007.24,11360.09,Yes,Bachelors,Male,695.0,Self-Employed
40.0,89189.83,18330.54,Yes,Masters,Male,689.0,Employed
48.0,71300.69,7738.47,No,High School,Female,686.0,Employed
31.0,71333.25,12337.88,Yes,Bachelors,Male,781.0,Employed
44.0,76409.21,25841.38,No,Masters,Male,779.0,Self-Employed
38.0,72308.75,15945.67,Yes,Masters,Male,704.0,Self-Employed
58.0,62197.26,13580.61,Yes,High School,Female,751.0,Employed
36.0,60481.98,6378.29,Yes,High School,Female,692.0,Employed
45.0,62357.18,2966.41,No,Bachelors,Male,774.0,Employed
38.0,94364.33,20316.19,Yes,Masters,Male,696.0,Employed
24.0,38233.2,9182.84,Yes,Bachelors,Female,766.0,Employed
33.0,60063.16,15227.43,No,PhD,Female,759.0,Employed
47.0,63481.18,21371.93,Yes,High School,Male,743.0,Employed
34.0,65438.04,12509.82,Yes,Masters,Male,611.0,Self-Employed
16.0,75935.5,12701.69,Yes,Masters,Male,758.0,Employed
38.0,,18480.48,No,High School,Male,780.0,Employed
27.0,90506.32,21774.3,Yes,Bachelors,Female,732.0,Employed
,87739.08,19234.55,Yes,PhD,Male,766.0,Unemployed
54.0,,22351.66,Yes,PhD,Female,717.0,Employed
46.0,65848.83,3462.33,No,Bachelors,Male,681.0,Employed
53.0,55232.96,17106.81,No,Bachelors,Male,715.0,Employed
32.0,63495.97,21420.69,No,Masters,Female,798.0,Employed
37.0,71217.3,17251.52,Yes,High School,Female,739.0,Employed
28.0,83323.72,14280.38,Yes,Masters,Male,684.0,Employed
31.0,68373.78,8874.9,Yes,Bachelors,Male,765.0,Employed
29.0,77209.05,11332.15,Yes,Bachelors,Male,760.0,Employed
25.0,61321.82,22497.95,Yes,High School,Female,785.0,Employed
52.0,75726.52,14819.01,Yes,High School,Male,665.0,Self-Employed
17.0,65016.0,11848.86,No,Masters,Female,,Employed
52.0,75359.03,7244.82,Yes,Bachelors,Male,792.0,Employed
50.0,34661.17,17329.49,Yes,High School,Female,708.0,Self-Employed
43.0,79742.09,10972.18,Yes,Masters,Female,587.0,Employed
27.0,80800.06,14839.67,No,Masters,Female,642.0,Employed
22.0,80579.25,23627.9,Yes,Bachelors,Female,764.0,Employed
33.0,50251.15,18983.74,Yes,High School,Male,695.0,Self-Employed
44.0,55797.39,21548.29,Yes,Masters,Male,687.0,Employed
38.0,52628.23,15718.65,Yes,Masters,Male,803.0,Self-Employed
28.0,76599.61,18564.68,Yes,Masters,Male,732.0,Employed
49.0,83164.5,21649.62,Yes,Bachelors,Male,773.0,Self-Employed
55.0,56068.74,10855.44,Yes,High School,Female,731.0,Employed
36.0,96312.25,14815.96,Yes,Bachelors,Male,700.0,Employed
39.0,96047.74,11554.24,No,Bachelors,Male,638.0,Employed
23.0,72759.18,11956.49,No,Bachelors,Female,697.0,Employed
34.0,77417.72,14259.99,Yes,Masters,Male,702.0,Self-Employed
43.0,36408.99,10231.57,Yes,High School,Female,662.0,Employed
42.0,59419.2,13148.57,No,High School,Female,757.0,Employed
33.0,44952.81,18429.95,Yes,PhD,Female,682.0,Employed
35.0,51800.27,14517.61,No,Bachelors,Male,726.0,Self-Employed
34.0,80290.38,11121.24,No,PhD,Male,695.0,Self-Employed
35.0,85121.15,18931.56,Yes,Bachelors,Male,676.0,Self-Employed
42.0,85957.16,10418.29,Yes,High School,Male,647.0,Employed
18.0,74833.83,9477.62,Yes,Bachelors,Male,689.0,Employed
37.0,80467.49,21004.77,No,Bachelors,Female,708.0,Self-Employed
41.0,38217.33,19226.79,No,High School,Female,726.0,Employed
32.0,44209.36,13299.31,Yes,Masters,Male,698.0,Employed
33.0,65815.65,24477.76,Yes,Bachelors,Male,,Self-Employed
33.0,81949.72,12172.64,Yes,Bachelors,Male,732.0,Employed
33.0,61054.72,18410.35,Yes,PhD,Male,758.0,Employed
38.0,42784.33,7097.8,Yes,Bachelors,Female,777.0,Self-Employed
,56164.75,9924.5,Yes,High School,Female,773.0,Employed
17.0,51330.3,20145.07,Yes,PhD,Male,670.0,Employed
45.0,35510.23,22103.32,Yes,High School,Female,725.0,Employed
35.0,114487.85,14249.36,Yes,Bachelors,Male,797.0,Self-Employed
57.0,94657.43,26398.28,Yes,Masters,Male,695.0,Employed
26.0,30486.82,21545.14,Yes,PhD,Female,786.0,Unemployed
29.0,31558.97,11518.4,Yes,Masters,Female,736.0,Employed
36.0,53880.22,13109.02,Yes,Masters,Female,648.0,Employed
42.0,40213.33,8069.0,Yes,Bachelors,Male,819.0,Employed
18.0,117652.37,12786.45,Yes,Bachelors,Female,762.0,Employed
30.0,53953.6,16196.1,Yes,Masters,Female,740.0,Employed
44.0,77230.81,15201.54,Yes,Bachelors,Male,740.0,Employed
29.0,59884.08,15154.06,Yes,Bachelors,Female,735.0,Employed
52.0,46656.31,,No,PhD,Male,695.0,Self-Employed
33.0,90946.94,15833.21,Yes,Bachelors,Female,756.0,Employed
,83096.61,18425.09,No,Bachelors,Female,702.0,Employed
44.0,68808.63,17233.38,No,Bachelors,Male,666.0,Employed
54.0,117638.69,16434.46,No,Masters,Male,681.0,Employed
42.0,74701.1,19608.19,Yes,High School,Female,635.0,Unemployed
51.0,60870.62,19010.27,Yes,Masters,Female,,Unemployed
55.0,108305.46,9368.34,No,Masters,Male,666.0,Employed
29.0,78077.52,24094.56,Yes,High School,Male,689.0,Employed
47.0,102558.39,15602.32,Yes,PhD,Female,647.0,Self-Employed
23.0,69218.23,10246.47,Yes,Masters,Female,641.0,Employed
42.0,9711.18,14675.01,No,PhD,Female,818.0,Employed
37.0,38824.92,16304.21,Yes,Bachelors,Female,725.0,Employed
50.0,91654.21,17938.93,Yes,Bachelors,Female,704.0,Employed
50.0,58218.74,19802.92,Yes,Bachelors,Male,689.0,Self-Employed
44.0,75066.5,18839.79,No,Bachelors,Female,737.0,Employed
41.0,92676.95,24191.54,No,Masters,Female,722.0,Self-Employed
43.0,73589.7,15528.7,No,PhD,Male,705.0,Self-Employed
39.0,52811.98,14205.31,Yes,Bachelors,Male,739.0,Employed
37.0,69778.27,7662.83,Yes,Masters,Male,749.0,Employed
52.0,72138.64,19849.97,No,Bachelors,Female,610.0,Employed
54.0,61836.89,18047.75,No,Bachelors,Male,721.0,Employed
37.0,42300.44,12171.82,Yes,Masters,Male,739.0,Employed
40.0,62890.35,16214.34,Yes,Masters,Male,708.0,Employed
39.0,68143.72,14949.03,Yes,Bachelors,Male,645.0,Employed
22.0,41136.37,15875.73,No,Masters,Male,702.0,Unemployed
35.0,51638.18,13628.8,Yes,Bachelors,Female,714.0,Employed
54.0,55662.99,15565.36,No,Bachelors,Female,731.0,Employed
31.0,32792.76,7405.46,No,Masters,Male,764.0,Employed
59.0,72564.71,12971.28,No,High School,Female,769.0,Self-Employed
50.0,74739.14,16539.94,No,Masters,Female,708.0,Self-Employed
42.0,59113.48,11474.36,Yes,Masters,Male,738.0,Employed
44.0,42627.69,16945.16,Yes,Bachelors,Female,714.0,Self-Employed
29.0,78139.73,25326.08,Yes,Bachelors,Female,765.0,Employed
35.0,80921.6,9226.94,Yes,Masters,Male,759.0,Employed
52.0,71971.65,5836.38,Yes,Masters,Female,754.0,Unemployed
32.0,70831.23,21029.59,Yes,Masters,Female,711.0,Employed
49.0,81878.87,25465.33,No,PhD,Male,781.0,Employed
24.0,68090.63,16856.24,Yes,Bachelors,Female,749.0,Employed
26.0,51644.84,15031.43,Yes,PhD,Male,701.0,Self-Employed
57.0,68594.32,11772.88,No,Bachelors,Female,726.0,Employed
38.0,62158.96,17696.16,Yes,Bachelors,Female,686.0,Employed
33.0,68593.69,,Yes,High School,Female,743.0,Employed
52.0,87685.33,19246.94,Yes,Bachelors,Male,736.0,Employed
50.0,45958.43,6435.92,Yes,Bachelors,Female,715.0,Self-Employed
47.0,73549.49,16635.25,Yes,Masters,Female,668.0,Employed
32.0,44948.29,10829.18,No,Masters,Female,749.0,Unemployed
35.0,51636.39,19736.6,Yes,Bachelors,Female,734.0,Self-Employed
41.0,101476.75,9274.98,Yes,High School,Male,654.0,Employed
45.0,79146.13,18147.85,Yes,PhD,Female,753.0,Unemployed
33.0,73218.82,12089.4,No,PhD,Female,707.0,Employed
40.0,36830.56,12826.04,Yes,Masters,Male,668.0,Employed
41.0,65285.19,19248.3,No,Bachelors,Male,747.0,Employed
51.0,28544.18,11018.23,No,Bachelors,Female,677.0,Self-Employed
,70745.05,7495.36,Yes,Bachelors,Female,639.0,Employed
23.0,45060.73,15363.31,Yes,Bachelors,Female,729.0,Employed
36.0,81156.87,11694.51,Yes,PhD,Male,681.0,Employed
29.0,73226.08,8147.45,Yes,High School,Male,732.0,Unemployed
44.0,45678.15,16750.39,Yes,High School,Male,793.0,Employed
47.0,77631.86,16449.82,Yes,PhD,Female,777.0,Employed
39.0,111867.77,15584.28,Yes,PhD,Female,704.0,Employed
35.0,65945.49,17538.45,No,Masters,Male,714.0,Self-Employed
39.0,87606.06,5024.96,Yes,Bachelors,Female,626.0,Employed
40.0,27940.27,11184.63,Yes,Masters,Female,670.0,Unemployed
32.0,79353.92,16387.72,No,High School,Female,773.0,Employed
26.0,58614.55,20180.29,Yes,Bachelors,Female,775.0,Employed
17.0,64619.7,16199.55,Yes,Masters,Male,815.0,Employed
51.0,81902.29,20841.49,No,Masters,Male,680.0,Employed
43.0,65130.37,11613.77,No,High School,Male,715.0,Employed
42.0,37651.24,11927.33,No,High School,Male,661.0,Employed
51.0,100544.41,13141.52,Yes,Bachelors,Male,721.0,Employed
25.0,40995.99,14586.61,No,Bachelors,Female,782.0,Unemployed
21.0,53209.3,6124.65,Yes,Masters,Female,750.0,Unemployed
42.0,72562.37,14894.8,No,Bachelors,Male,,Employed
41.0,,14828.54,Yes,Masters,Male,720.0,Employed
21.0,78559.45,11935.27,Yes,Bachelors,Male,650.0,Employed
42.0,72665.37,11156.04,Yes,Bachelors,Male,,Employed
34.0,92968.4,16357.51,No,Bachelors,Female,741.0,Employed
30.0,79805.97,17945.98,Yes,High School,Female,788.0,Employed
35.0,46285.99,15722.06,Yes,Bachelors,Female,721.0,Employed
14.0,18038.21,15713.21,Yes,Masters,Male,808.0,Employed
,73021.76,14817.21,Yes,Bachelors,Female,791.0,Self-Employed
31.0,99322.86,15076.46,No,Bachelors,Female,765.0,Employed
44.0,44952.54,18403.38,Yes,High School,Female,,Employed
36.0,49001.02,23106.49,No,Bachelors,Male,717.0,Employed
44.0,77097.11,22463.86,Yes,Bachelors,Male,663.0,Employed
13.0,79659.87,9581.52,Yes,Masters,Male,706.0,Self-Employed
30.0,92445.69,4444.82,Yes,Bachelors,Male,622.0,Self-Employed
44.0,102822.21,17652.1,Yes,Bachelors,Male,676.0,Employed
35.0,74721.7,15106.77,Yes,High School,Female,736.0,Employed
46.0,51465.98,14699.22,Yes,Bachelors,Female,722.0,Self-Employed
20.0,52077.67,16904.61,Yes,Masters,Female,803.0,Employed
45.0,59127.45,13778.03,Yes,High School,Male,649.0,Employed
32.0,90624.17,6902.14,No,PhD,Male,818.0,Employed
31.0,59998.33,9290.74,No,Masters,Female,733.0,Unemployed
48.0,89231.55,9596.56,No,Masters,Female,753.0,Self-Employed
50.0,39503.32,18333.35,Yes,Masters,Female,798.0,Self-Employed
48.0,75743.21,24428.7,Yes,Bachelors,Male,753.0,Employed
58.0,54978.16,12650.92,No,Bachelors,Male,579.0,Unemployed
51.0,80442.18,28006.31,Yes,Bachelors,Female,823.0,Employed
30.0,64874.51,5517.93,Yes,Bachelors,Male,695.0,Employed
39.0,85950.62,12461.37,No,PhD,Female,693.0,Self-Employed
34.0,61301.72,,Yes,Masters,Male,765.0,Employed
58.0,69480.54,2240.06,Yes,Bachelors,Male,674.0,Employed
49.0,86161.63,22610.58,No,PhD,Female,,Employed
36.0,67962.17,11540.28,No,Bachelors,Female,615.0,Employed
47.0,71166.21,15168.37,Yes,Bachelors,Male,716.0,Employed
26.0,,17240.98,No,Masters,Male,739.0,Unemployed
41.0,68464.94,7044.81,No,Bachelors,Female,678.0,Employed
29.0,38303.77,27161.72,No,Bachelors,Male,673.0,Employed
21.0,58579.19,15668.44,Yes,Bachelors,Female,769.0,Self-Employed
46.0,31530.99,13297.08,Yes,Bachelors,Female,719.0,Unemployed
47.0,65001.16,9444.95,No,High School,Female,684.0,Self-Employed
43.0,79426.25,16023.64,Yes,High School,Male,747.0,Employed
36.0,72491.97,7120.35,Yes,Masters,Male,676.0,Employed
25.0,97893.14,15696.07,Yes,Masters,Male,628.0,Unemployed
26.0,95653.37,21983.36,Yes,Bachelors,Male,637.0,Employed
28.0,75134.71,20826.17,Yes,Bachelors,Male,717.0,Employed
36.0,22156.38,12222.27,Yes,Bachelors,Male,705.0,Employed
49.0,83426.9,13608.3,No,Bachelors,Male,704.0,Employed
49.0,,17706.99,Yes,High School,Male,,Self-Employed
22.0,87624.57,20910.12,Yes,Masters,Male,617.0,Employed
31.0,76253.01,22664.99,No,PhD,Male,747.0,Employed
31.0,83121.67,23147.59,Yes,Masters,Female,683.0,Self-Employed
13.0,80033.39,10335.17,No,Bachelors,Male,722.0,Employed
44.0,117803.62,18765.68,Yes,Masters,Male,757.0,Self-Employed
36.0,80423.66,8082.88,No,Bachelors,Female,791.0,Self-Employed
37.0,44397.2,,Yes,Bachelors,Female,672.0,Employed
51.0,91426.25,9128.61,No,Bachelors,Male,767.0,Self-Employed
39.0,61391.14,9233.74,Yes,High School,Male,748.0,Unemployed
34.0,96903.86,16209.86,Yes,High School,Female,710.0,Employed
,100857.7,11540.6,No,Bachelors,Male,747.0,Employed
49.0,82436.91,16433.08,Yes,Masters,Female,695.0,Employed
41.0,44447.33,8956.33,Yes,High School,Male,665.0,Employed
45.0,60793.62,17420.2,Yes,Masters,Male,774.0,Employed
37.0,96815.03,12849.13,Yes,High School,Female,708.0,Self-Employed
37.0,109980.05,13541.46,Yes,High School,Male,808.0,Self-Employed
39.0,71238.52,8497.85,Yes,High School,Male,796.0,Employed
30.0,64504.01,20094.88,Yes,Masters,Female,657.0,Employed
32.0,46397.45,15702.44,No,High School,Female,802.0,Employed
52.0,46659.01,17698.96,Yes,Bachelors,Female,713.0,Employed
58.0,74655.64,8617.05,Yes,Bachelors,Male,743.0,Employed
54.0,84014.96,18378.55,No,Bachelors,Male,738.0,Employed
25.0,40252.9,15205.74,No,High School,Female,671.0,Employed
24.0,86586.74,12519.9,Yes,Bachelors,Female,701.0,Self-Employed
26.0,97445.55,21884.44,No,Masters,Male,780.0,Employed
39.0,82611.8,,Yes,Masters,Male,,Self-Employed
10.0,103057.24,17262.82,Yes,Bachelors,Female,656.0,Employed
,77109.4,5175.75,Yes,Bachelors,Male,768.0,Employed
52.0,77307.34,20406.19,Yes,Bachelors,Female,660.0,Employed
48.0,76925.26,17237.89,Yes,Masters,Female,767.0,Employed
33.0,97188.46,21188.55,Yes,Bachelors,Female,797.0,Employed
34.0,80752.79,12036.54,No,Bachelors,Female,669.0,Employed
44.0,59404.93,11433.14,Yes,Masters,Female,776.0,Employed
47.0,78468.63,23074.57,Yes,Masters,Male,768.0,Self-Employed
33.0,78668.95,19792.0,Yes,High School,Male,809.0,Employed
36.0,65753.32,7857.02,Yes,Bachelors,Male,660.0,Self-Employed
,90451.67,15081.06,Yes,Masters,Female,654.0,Unemployed
25.0,71829.72,20113.16,Yes,Bachelors,Female,689.0,Employed
36.0,84105.74,15889.5,Yes,PhD,Male,663.0,Self-Employed
35.0,80195.21,12250.81,No,PhD,Female,854.0,Unemployed
25.0,,11656.17,Yes,Masters,Female,723.0,Employed
44.0,50409.0,15321.84,Yes,Bachelors,Female,724.0,Employed
43.0,55694.73,20106.22,No,Masters,Male,802.0,Self-Employed
45.0,68376.84,10023.29,No,High School,Male,691.0,Self-Employed
30.0,101830.54,4328.59,No,Bachelors,Female,744.0,Employed
18.0,69051.76,12972.12,Yes,High School,Male,642.0,Employed
43.0,77475.09,17250.72,Yes,Masters,Female,704.0,Employed
31.0,87460.32,18359.29,Yes,High School,Female,807.0,Self-Employed
29.0,62822.94,9931.11,Yes,Bachelors,Male,785.0,Employed
25.0,61706.56,16348.57,Yes,PhD,Male,744.0,Self-Employed
35.0,91031.58,11806.96,Yes,Bachelors,Male,712.0,Self-Employed
54.0,81363.41,18677.65,Yes,Bachelors,Male,723.0,Employed
33.0,58720.22,14340.59,Yes,Bachelors,Female,743.0,Employed
27.0,61753.09,19191.88,Yes,Bachelors,Male,626.0,Employed
45.0,71706.33,15336.51,Yes,Masters,Male,804.0,Self-Employed
40.0,76592.42,17500.23,Yes,Masters,Male,642.0,Unemployed
17.0,94879.55,12786.39,Yes,Bachelors,Female,661.0,Employed
45.0,80639.9,11449.88,No,Masters,Female,620.0,Employed
59.0,50329.87,13577.85,Yes,High School,Female,755.0,Employed
12.0,54274.43,18083.09,Yes,Bachelors,Female,818.0,Employed
26.0,76194.45,27620.51,No,Bachelors,Male,655.0,Employed
10.0,72855.62,21300.72,Yes,Bachelors,Female,,Employed
37.0,53120.56,22599.88,Yes,PhD,Male,693.0,Employed
48.0,91057.94,14476.81,No,Bachelors,Female,,Employed
39.0,25041.37,12316.09,Yes,PhD,Female,712.0,Self-Employed
52.0,76712.48,3981.47,Yes,Masters,Male,712.0,Self-Employed
46.0,39060.79,12009.54,Yes,Bachelors,Male,764.0,Employed
55.0,87613.97,8102.57,Yes,Masters,Female,719.0,Self-Employed
50.0,64700.2,18843.12,No,High School,Female,648.0,Self-Employed
34.0,84954.53,14016.32,No,High School,Male,786.0,Self-Employed
39.0,62180.12,8400.85,Yes,Bachelors,Female,791.0,Employed
29.0,,17733.19,Yes,Masters,Female,693.0,Employed
36.0,32684.0,16584.62,Yes,Masters,Female,765.0,Employed
39.0,87589.79,9331.55,Yes,PhD,Female,778.0,Employed
37.0,57843.03,22566.34,Yes,PhD,Female,717.0,Employed
51.0,77502.0,11236.86,No,Masters,Male,698.0,Employed
35.0,78341.8,17982.84,No,Bachelors,Female,796.0,Self-Employed
29.0,42151.58,14375.59,Yes,High School,Female,717.0,Employed
29.0,89948.3,23236.61,Yes,High School,Female,779.0,Self-Employed
45.0,77874.05,19606.02,Yes,Bachelors,Female,843.0,Employed
24.0,72338.82,9509.16,Yes,Masters,Male,764.0,Employed
36.0,77703.56,24098.31,Yes,High School,Female,648.0,Employed
51.0,72504.63,8665.95,No,Bachelors,Male,677.0,Self-Employed
41.0,86693.58,9703.53,No,PhD,Male,675.0,Employed
37.0,60571.56,23117.26,Yes,Bachelors,Male,743.0,Self-Employed
38.0,86723.67,14862.02,Yes,Bachelors,Female,619.0,Employed
28.0,81445.96,16560.8,Yes,High School,Female,720.0,Employed
29.0,66559.65,17115.19,No,Masters,Male,684.0,Employed
36.0,106924.89,9616.4,Yes,Bachelors,Female,608.0,Employed
41.0,79032.03,24402.91,No,High School,Male,717.0,Employed
,73900.0,25972.44,No,Bachelors,Female,648.0,Employed
39.0,81479.22,5657.98,Yes,Bachelors,Male,676.0,Unemployed
52.0,67904.65,12750.64,Yes,Bachelors,Male,759.0,Self-Employed
54.0,94022.01,18399.31,Yes,Bachelors,Male,709.0,Unemployed
46.0,69572.85,14440.93,Yes,High School,Female,777.0,Unemployed
50.0,86388.57,12283.43,Yes,Masters,Male,762.0,Employed
28.0,48634.4,17809.31,Yes,Bachelors,Female,777.0,Self-Employed
27.0,34083.59,18298.58,Yes,Bachelors,Female,783.0,Employed
43.0,78052.67,23460.1,No,PhD,Male,701.0,Employed
25.0,62323.87,6329.07,Yes,Masters,Male,707.0,Unemployed
35.0,66146.74,9957.57,Yes,Bachelors,Female,668.0,Employed
46.0,23171.93,11230.1,No,PhD,Female,738.0,Employed
52.0,104012.51,26983.88,No,Bachelors,Male,724.0,Self-Employed
35.0,72091.14,22549.82,No,Masters,Female,665.0,Employed
32.0,96691.49,16375.41,Yes,Masters,Male,726.0,Employed
41.0,42148.42,14579.22,Yes,Bachelors,Female,766.0,Employed
27.0,71972.98,,Yes,Bachelors,Female,702.0,Employed
36.0,78150.39,20873.14,No,High School,Male,726.0,Self-Employed
38.0,72679.34,13733.23,Yes,Bachelors,Female,737.0,Employed
38.0,74669.95,16368.8,Yes,Bachelors,Female,748.0,Employed
39.0,42201.7,13315.77,No,High School,Female,748.0,Employed
30.0,76340.23,8023.19,No,Bachelors,Male,701.0,Self-Employed
31.0,53146.39,6052.3,Yes,Bachelors,Male,608.0,Unemployed
31.0,57645.71,11545.17,No,Bachelors,Male,688.0,Employed
22.0,70330.16,13137.44,No,Bachelors,Female,697.0,Self-Employed
41.0,62961.76,17183.26,Yes,Masters,Male,788.0,Employed
47.0,64111.64,16342.75,Yes,Bachelors,Male,663.0,Unemployed
46.0,92479.52,8044.75,Yes,Masters,Male,794.0,Employed
35.0,66879.0,15047.15,Yes,Masters,Male,747.0,Employed
30.0,62062.1,12270.13,No,Bachelors,Female,760.0,Unemployed
45.0,67539.58,13752.87,Yes,High School,Female,684.0,Self-Employed
44.0,47770.25,15401.4,Yes,High School,Female,668.0,Employed
40.0,73251.25,21405.15,Yes,Bachelors,Female,803.0,Employed
55.0,84436.81,12699.71,Yes,Bachelors,Female,672.0,Employed
38.0,76279.67,23391.29,Yes,Masters,Male,673.0,Unemployed
35.0,70733.14,,No,Bachelors,Female,653.0,Unemployed
34.0,82029.55,10612.55,Yes,Masters,Female,651.0,Unemployed
22.0,58917.75,14518.8,No,Bachelors,Female,727.0,Employed
45.0,70784.96,9154.41,No,Bachelors,Male,787.0,Employed
37.0,97966.16,8401.99,Yes,Bachelors,Male,728.0,Self-Employed
43.0,64118.49,15367.68,Yes,Bachelors,Male,746.0,Employed
56.0,82157.72,8377.15,Yes,High School,Male,763.0,Unemployed
34.0,82657.97,10201.98,Yes,Bachelors,Male,599.0,Employed
15.0,54846.44,14587.84,Yes,Masters,Female,730.0,Employed
43.0,83758.83,23514.55,Yes,High School,Female,741.0,Employed
40.0,57863.03,14040.22,Yes,Bachelors,Female,654.0,Unemployed
31.0,78581.26,15652.27,Yes,High School,Female,754.0,Employed
42.0,57540.79,9251.52,No,Masters,Male,695.0,Self-Employed
46.0,75621.21,9758.15,Yes,Bachelors,Male,712.0,Employed
29.0,72584.48,3539.13,Yes,High School,Female,814.0,Self-Employed
35.0,72238.76,10081.75,Yes,Masters,Male,771.0,Self-Employed
53.0,75439.22,18824.68,No,Masters,Female,750.0,Unemployed
31.0,59386.89,12125.05,Yes,Masters,Male,741.0,Self-Employed
39.0,46673.02,15754.81,No,Bachelors,Male,676.0,Employed
12.0,71632.13,16115.99,Yes,Bachelors,Male,692.0,Employed
23.0,,18680.21,Yes,Bachelors,Female,726.0,Employed
40.0,81664.88,23297.67,Yes,Bachelors,Female,669.0,Employed
50.0,78944.95,18035.36,Yes,Masters,Female,679.0,Unemployed
24.0,59782.26,13808.45,No,Masters,Female,688.0,Employed
,73729.82,18984.0,No,PhD,Male,826.0,Employed
34.0,53390.09,16520.4,No,Bachelors,Male,779.0,Employed
48.0,61528.24,3808.44,Yes,Masters,Male,724.0,Employed
26.0,77141.97,9003.01,Yes,Masters,Male,663.0,Self-Employed
42.0,33666.73,13875.31,Yes,Bachelors,Male,724.0,Employed
31.0,104590.8,12074.19,Yes,PhD,Female,715.0,Employed
40.0,43316.59,14385.06,Yes,Masters,Female,806.0,Self-Employed
39.0,107774.31,2867.34,Yes,Bachelors,Female,797.0,Self-Employed
35.0,53221.95,19206.2,Yes,Bachelors,Male,674.0,Employed
43.0,53024.37,14749.71,Yes,Bachelors,Female,755.0,Employed
38.0,62048.0,21081.28,Yes,Masters,Male,,Employed
37.0,61211.54,15128.75,Yes,Bachelors,Male,672.0,Employed
34.0,57899.77,16005.4,Yes,Masters,Male,782.0,Self-Employed
39.0,62588.61,9820.88,Yes,High School,Male,735.0,Employed
40.0,71834.3,8974.24,Yes,High School,Male,856.0,Unemployed
28.0,52051.6,15663.56,No,Masters,Female,707.0,Self-Employed
35.0,86814.28,15011.03,Yes,PhD,Male,673.0,Unemployed
27.0,98244.37,6791.39,Yes,Masters,Female,683.0,Employed
38.0,31105.87,19700.43,Yes,Bachelors,Female,723.0,Employed
32.0,107107.75,15249.73,Yes,PhD,Male,662.0,Self-Employed
46.0,85450.8,12469.43,Yes,High School,Male,699.0,Employed
45.0,75151.21,10651.94,Yes,High School,Male,,Employed
29.0,58515.37,18782.25,No,Masters,Male,685.0,Employed
38.0,73332.32,11521.17,Yes,High School,Male,685.0,Employed
44.0,87949.06,16180.99,Yes,Bachelors,Female,744.0,Employed
,122198.27,14158.58,Yes,Masters,Male,704.0,Self-Employed
31.0,113838.67,12348.38,No,Bachelors,Male,708.0,Unemployed
27.0,39427.61,8509.84,Yes,High School,Female,691.0,Employed
47.0,65843.58,21506.19,No,Bachelors,Female,643.0,Self-Employed
47.0,71550.49,9974.32,Yes,High School,Female,683.0,Self-Employed
36.0,96871.11,10691.97,No,PhD,Male,795.0,Employed
46.0,68322.9,21693.76,Yes,Bachelors,Female,651.0,Unemployed
8.0,54895.02,14490.48,Yes,Bachelors,Male,702.0,Employed
51.0,71075.78,16599.62,No,Masters,Female,673.0,Self-Employed
36.0,62293.3,22570.47,Yes,High School,Male,741.0,Employed
39.0,89730.27,22448.59,No,Masters,Male,687.0,Employed
35.0,117751.83,12255.48,Yes,High School,Male,728.0,Self-Employed
52.0,88211.18,20759.82,Yes,Bachelors,Female,775.0,Unemployed
27.0,89017.05,6982.85,Yes,Masters,Male,716.0,Employed
53.0,94711.77,6208.79,Yes,Bachelors,Male,,Employed
42.0,79090.81,15222.49,Yes,Bachelors,Female,787.0,Unemployed
44.0,62025.13,14577.97,Yes,Masters,Female,702.0,Employed
35.0,63995.64,18237.73,Yes,Bachelors,Male,749.0,Employed
25.0,91920.05,17712.86,No,PhD,Male,694.0,Employed
47.0,75778.75,18458.05,Yes,Bachelors,Female,753.0,Employed
41.0,50354.46,23011.61,Yes,Masters,Male,756.0,Employed
52.0,96182.44,24814.34,Yes,Bachelors,Male,803.0,Employed
36.0,54517.69,19387.94,No,Masters,Female,702.0,Self-Employed
34.0,47452.36,14891.15,No,High School,Male,774.0,Employed
52.0,52462.09,,No,Bachelors,Female,755.0,Employed
57.0,76127.73,14927.5,Yes,Bachelors,Female,710.0,Employed
38.0,89454.48,12129.7,Yes,Masters,Female,671.0,Unemployed
30.0,75094.01,19618.21,Yes,PhD,Male,640.0,Employed
46.0,58862.86,20203.55,No,Bachelors,Male,709.0,Employed
35.0,,11828.0,Yes,High School,Female,694.0,Employed
44.0,85422.41,14172.89,Yes,Masters,Male,724.0,Unemployed
35.0,68145.82,6155.63,No,Bachelors,Female,685.0,Employed
54.0,76820.09,14546.78,Yes,High School,Male,754.0,Self-Employed
31.0,67194.59,15192.53,No,Bachelors,Male,708.0,Unemployed
43.0,75988.82,9463.61,Yes,High School,Male,727.0,Employed
33.0,77804.96,12360.43,Yes,Masters,Male,643.0,Self-Employed
35.0,118507.49,9234.19,No,Masters,Female,719.0,Unemployed
34.0,78049.76,7127.8,No,Bachelors,Female,765.0,Employed
45.0,62252.21,22408.8,No,Bachelors,Female,707.0,Employed
47.0,73512.25,7140.14,No,Bachelors,Male,635.0,Employed
44.0,51007.33,15570.43,No,Bachelors,Female,700.0,Self-Employed
37.0,50831.47,19879.68,No,Bachelors,Female,769.0,Employed
39.0,,22108.55,Yes,Masters,Male,649.0,Employed
47.0,76083.21,9693.75,Yes,High School,Female,584.0,Employed
47.0,92380.17,21389.8,Yes,PhD,Male,717.0,Self-Employed
11.0,37501.68,15806.75,Yes,Bachelors,Male,650.0,Unemployed
35.0,50489.43,17864.98,Yes,Bachelors,Female,634.0,Self-Employed
36.0,75964.56,23797.7,No,PhD,Female,715.0,Self-Employed
45.0,53512.81,18055.01,Yes,PhD,Male,797.0,Employed
37.0,41520.54,10357.55,No,Masters,Female,690.0,Employed
45.0,48421.78,4723.79,Yes,Bachelors,Male,638.0,Employed
27.0,63576.72,18199.11,Yes,Bachelors,Female,601.0,Self-Employed
41.0,78262.04,17035.68,Yes,Masters,Male,729.0,Employed
47.0,104303.18,11026.72,Yes,Masters,Male,731.0,Employed
23.0,48948.15,15917.34,Yes,Bachelors,Male,712.0,Employed
63.0,49982.03,8222.79,Yes,Masters,Male,767.0,Unemployed
50.0,40981.24,16798.37,Yes,Bachelors,Female,761.0,Employed
38.0,81462.29,8299.81,No,Bachelors,Female,663.0,Employed
30.0,72496.2,21048.24,Yes,Masters,Female,775.0,Employed
36.0,50703.34,25504.0,No,Masters,Female,724.0,Employed
39.0,53383.55,16445.01,No,Bachelors,Male,701.0,Employed
42.0,67521.43,16938.04,Yes,Masters,Female,659.0,Employed
53.0,68652.84,17938.23,Yes,Masters,Male,674.0,Employed
33.0,49206.39,16384.49,No,Bachelors,Female,664.0,Employed
44.0,73543.76,9517.52,No,Bachelors,Female,788.0,Employed
25.0,42474.86,22064.82,Yes,Masters,Male,698.0,Employed
34.0,70980.26,17250.87,Yes,Bachelors,Male,722.0,Employed
42.0,66448.46,17799.82,No,PhD,Female,613.0,Self-Employed
45.0,78022.18,20043.56,Yes,Bachelors,Female,659.0,Self-Employed
30.0,94225.58,19825.26,Yes,Bachelors,Female,682.0,Employed
34.0,62586.47,21172.22,Yes,Bachelors,Male,818.0,Employed
,70007.98,17272.02,Yes,Bachelors,Female,705.0,Self-Employed
50.0,30386.39,10703.61,Yes,Masters,Female,703.0,Employed
40.0,109434.42,17084.17,Yes,Bachelors,Male,651.0,Self-Employed
16.0,32788.14,14874.04,Yes,Bachelors,Male,688.0,Employed
63.0,68342.62,10625.71,Yes,Masters,Male,688.0,Self-Employed
38.0,19027.97,22257.83,Yes,Bachelors,Female,775.0,Employed
35.0,53486.8,14249.33,No,Bachelors,Male,603.0,Employed
33.0,104708.95,16141.66,Yes,Bachelors,Female,633.0,Employed
42.0,92894.2,11358.66,No,Bachelors,Male,729.0,Employed
42.0,89700.24,14728.17,Yes,Bachelors,Male,757.0,Self-Employed
48.0,66144.95,19653.07,Yes,High School,Male,671.0,Self-Employed
29.0,103018.57,25229.83,Yes,Bachelors,Male,777.0,Employed
35.0,75147.21,7699.06,No,High School,Male,712.0,Employed
58.0,83796.87,15111.08,Yes,Masters,Male,662.0,Unemployed
40.0,122938.19,-652.27,Yes,Bachelors,Female,655.0,Self-Employed
36.0,91806.44,12853.95,Yes,High School,Female,732.0,Employed
29.0,68690.84,15586.26,No,Masters,Female,746.0,Employed
43.0,80208.58,15815.42,No,High School,Female,595.0,Self-Employed
48.0,98082.69,23189.45,Yes,Bachelors,Female,688.0,Self-Employed
47.0,82449.42,13863.63,No,PhD,Male,638.0,Self-Employed
35.0,85661.25,22809.27,No,PhD,Female,718.0,Employed
42.0,95758.69,16234.67,Yes,Masters,Female,711.0,Self-Employed
55.0,120602.78,12447.86,No,Bachelors,Male,700.0,Employed
49.0,51303.9,15953.25,Yes,PhD,Female,832.0,Employed
30.0,84041.59,,Yes,High School,Male,793.0,Self-Employed
13.0,79191.74,15993.57,Yes,Bachelors,Male,738.0,Employed
41.0,62286.17,11512.47,Yes,Bachelors,Female,670.0,Employed
46.0,57052.35,11451.79,Yes,Bachelors,Male,675.0,Self-Employed
27.0,103041.09,20677.61,Yes,High School,Male,781.0,Unemployed
38.0,49555.19,20274.42,Yes,PhD,Female,653.0,Unemployed
35.0,41819.04,10856.46,Yes,Masters,Male,732.0,Employed
39.0,58740.29,14326.31,No,Masters,Female,817.0,Employed
33.0,34361.96,16916.29,No,Bachelors,Female,635.0,Employed
51.0,53082.36,19073.18,Yes,Bachelors,Female,779.0,Employed
39.0,48948.87,15941.04,Yes,Masters,Female,751.0,Self-Employed
29.0,71720.93,20770.04,Yes,Bachelors,Male,736.0,Employed
47.0,98909.67,14610.31,Yes,Masters,Male,732.0,Employed
25.0,58214.84,,Yes,High School,Female,734.0,Unemployed
51.0,87302.03,27759.35,No,Bachelors,Female,743.0,Self-Employed
48.0,85025.25,15363.05,Yes,Masters,Female,690.0,Self-Employed
52.0,,16876.51,No,Bachelors,Male,742.0,Self-Employed
36.0,58961.56,10298.33,Yes,High School,Female,695.0,Employed
33.0,62479.76,14143.27,Yes,PhD,Male,678.0,Employed
39.0,77629.16,15894.99,No,PhD,Male,700.0,Unemployed
37.0,81401.31,18492.49,Yes,Masters,Female,707.0,Employed
31.0,76616.53,13976.64,Yes,High School,Female,807.0,Employed
32.0,52100.14,18732.4,Yes,Bachelors,Female,776.0,Employed
34.0,57333.6,13123.85,No,PhD,Female,728.0,Employed
26.0,39935.15,20044.5,Yes,Bachelors,Male,650.0,Employed
45.0,71327.71,17074.26,Yes,Masters,Male,678.0,Unemployed
37.0,62656.29,16848.91,Yes,High School,Female,803.0,Employed
35.0,80653.35,12698.67,Yes,Masters,Female,656.0,Employed
27.0,83937.59,14580.88,Yes,Masters,Male,754.0,Self-Employed
26.0,63324.57,13130.31,Yes,Masters,Female,688.0,Employed
57.0,,19344.27,No,Bachelors,Male,750.0,Employed
32.0,65683.62,8223.16,No,Masters,Female,728.0,Employed
44.0,47730.24,11467.81,Yes,Masters,Female,729.0,Employed
40.0,53996.75,21034.24,No,High School,Male,666.0,Employed
10.0,24621.94,15937.91,Yes,High School,Male,739.0,Employed
56.0,62085.09,21114.12,Yes,Bachelors,Female,718.0,Employed
45.0,58129.12,19149.85,Yes,Bachelors,Female,710.0,Employed
30.0,48097.26,19662.99,Yes,Bachelors,Male,680.0,Employed
38.0,86383.58,17104.6,Yes,Bachelors,Male,698.0,Employed
27.0,80525.62,11712.13,Yes,PhD,Female,669.0,Employed
56.0,81074.95,15377.26,Yes,High School,Female,703.0,Self-Employed
29.0,83832.48,8759.36,Yes,Bachelors,Male,743.0,Employed
33.0,69964.16,14172.73,Yes,Bachelors,Female,647.0,Employed
31.0,69758.47,12274.5,Yes,High School,Male,719.0,Employed
39.0,86604.16,5694.24,Yes,PhD,Male,690.0,Employed
52.0,83345.46,17131.8,Yes,PhD,Male,,Employed
56.0,90548.31,16639.54,Yes,High School,Female,701.0,Employed
34.0,69127.84,21310.81,No,Bachelors,Female,716.0,Employed
42.0,50272.41,8882.14,No,Masters,Female,739.0,Employed
39.0,74742.06,20404.65,Yes,Bachelors,Male,805.0,Employed
28.0,58434.95,3403.43,Yes,Bachelors,Male,739.0,Employed
62.0,83070.71,14263.79,Yes,Bachelors,Male,840.0,Employed
52.0,75756.01,24881.47,No,Bachelors,Female,778.0,Employed
40.0,71028.82,14856.45,No,Bachelors,Male,,Employed
54.0,62159.47,11325.94,No,Bachelors,Male,583.0,Employed
50.0,90013.53,14583.12,Yes,Bachelors,Male,683.0,Employed
39.0,88478.0,19242.46,Yes,Masters,Male,752.0,Unemployed
41.0,58790.23,13589.88,Yes,Bachelors,Male,657.0,Employed
53.0,45432.34,16961.48,No,Masters,Male,623.0,Employed
29.0,73588.91,16904.22,Yes,High School,Male,733.0,Self-Employed
55.0,93718.05,17744.96,Yes,PhD,Male,640.0,Employed
36.0,44764.22,20181.84,Yes,Masters,Female,724.0,Employed
53.0,79407.24,24898.19,Yes,Masters,Female,710.0,Employed
38.0,53580.51,15437.29,No,Bachelors,Male,645.0,Employed
41.0,49661.92,16613.94,Yes,Bachelors,Female,815.0,Employed
38.0,88623.69,9064.52,Yes,Bachelors,Female,686.0,Employed
33.0,83006.83,19724.2,Yes,Bachelors,Male,769.0,Employed
35.0,66954.19,21803.9,Yes,Masters,Male,785.0,Employed
52.0,85790.0,18441.85,Yes,Masters,Male,,Employed
15.0,83670.39,8069.1,Yes,Masters,Male,824.0,Self-Employed
26.0,40275.04,12977.5,Yes,Bachelors,Female,677.0,Employed
31.0,71685.43,15256.0,No,Bachelors,Male,714.0,Employed
27.0,,10716.14,Yes,Bachelors,Male,735.0,Employed
53.0,79476.28,25724.49,No,High School,Male,649.0,Self-Employed
51.0,17684.43,17047.88,Yes,PhD,Female,711.0,Employed
44.0,48587.02,19657.95,Yes,Masters,Male,752.0,Unemployed
32.0,89915.48,19736.92,No,Bachelors,Male,737.0,Self-Employed
51.0,58856.7,15559.8,Yes,Masters,Female,786.0,Self-Employed
22.0,92426.78,8996.1,Yes,Bachelors,Male,661.0,Self-Employed
59.0,110922.05,18943.84,Yes,High School,Female,708.0,Employed
31.0,65241.04,25056.9,Yes,Masters,Male,694.0,Employed
35.0,57643.21,13109.07,No,High School,Female,675.0,Employed
34.0,49876.97,12166.89,Yes,High School,Male,705.0,Unemployed
27.0,85164.87,19193.74,No,Masters,Male,731.0,Self-Employed
57.0,57946.4,19619.64,Yes,Bachelors,Male,685.0,Self-Employed
46.0,61955.27,20724.07,Yes,Bachelors,Male,684.0,Employed
50.0,,14293.54,No,PhD,Female,736.0,Employed
26.0,61348.71,14281.82,Yes,High School,Female,781.0,Employed
40.0,55865.68,1859.08,Yes,Masters,Female,775.0,Employed
43.0,30360.33,15251.28,Yes,High School,Female,744.0,Employed
41.0,53226.49,12180.12,No,Masters,Female,663.0,Employed
26.0,84923.79,3966.4,Yes,PhD,Female,671.0,Employed
49.0,96979.91,24469.53,Yes,Bachelors,Female,689.0,Employed
39.0,67866.6,16207.81,Yes,Masters,Female,695.0,Employed
28.0,70673.9,6083.23,No,PhD,Male,732.0,Employed
19.0,75719.65,16883.25,Yes,PhD,Female,688.0,Self-Employed
44.0,109252.22,24303.19,Yes,Bachelors,Male,740.0,Employed
63.0,49802.99,21018.22,No,Bachelors,Female,669.0,Unemployed
28.0,44757.15,19833.3,Yes,Bachelors,Male,776.0,Self-Employed
,68968.1,8840.83,No,Masters,Female,713.0,Employed
49.0,77884.19,12278.59,No,PhD,Female,745.0,Employed
25.0,69332.65,10657.49,Yes,Masters,Female,723.0,Employed
33.0,42709.17,15090.41,Yes,PhD,Male,658.0,Employed
29.0,87696.15,18877.01,Yes,Bachelors,Female,755.0,Employed
48.0,67237.24,17186.88,No,Bachelors,Male,678.0,Employed
51.0,,10462.1,No,PhD,Female,696.0,Employed
40.0,101055.83,14080.01,Yes,Masters,Female,629.0,Employed
30.0,40734.24,20217.3,Yes,Bachelors,Female,681.0,Unemployed
,35632.81,17553.4,Yes,High School,Male,682.0,Self-Employed
32.0,81311.29,16997.9,No,High School,Male,688.0,Employed
28.0,29310.45,10610.77,Yes,Bachelors,Female,735.0,Employed
37.0,62002.44,15800.36,No,Masters,Male,,Employed
44.0,58574.06,9325.58,No,Bachelors,Male,833.0,Employed
43.0,77197.05,10871.15,No,High School,Female,765.0,Employed
38.0,56677.83,7604.46,No,High School,Female,813.0,Employed
39.0,79839.32,23642.55,Yes,Masters,Female,661.0,Employed
37.0,48660.22,23844.24,Yes,Bachelors,Male,717.0,Employed
25.0,45158.42,9979.36,Yes,High School,Female,794.0,Unemployed
40.0,70385.66,11121.61,Yes,Bachelors,Male,732.0,Employed
32.0,72105.63,13411.71,Yes,Bachelors,Female,729.0,Employed
25.0,75904.14,21092.48,No,Masters,Female,751.0,Employed
42.0,99591.53,18038.71,Yes,Bachelors,Male,649.0,Employed
32.0,95612.2,21907.01,Yes,High School,Female,789.0,Unemployed
40.0,79032.34,23435.48,Yes,Masters,Female,671.0,Self-Employed
46.0,86187.86,17417.93,Yes,Bachelors,Male,688.0,Employed
28.0,75242.78,16491.51,Yes,PhD,Female,677.0,Employed
39.0,93590.05,21809.83,No,Bachelors,Male,724.0,Employed
20.0,77277.65,20402.8,Yes,Bachelors,Female,739.0,Employed
53.0,58955.15,20373.56,Yes,High School,Female,697.0,Self-Employed
24.0,54950.7,17375.78,No,Bachelors,Female,657.0,Employed
33.0,93019.63,20208.43,Yes,High School,Female,658.0,Employed
,66338.29,13498.87,No,Bachelors,Female,687.0,Employed
36.0,108335.94,12162.92,Yes,Masters,Male,758.0,Employed
26.0,47911.2,13305.07,No,High School,Male,613.0,Self-Employed
45.0,95028.8,26359.83,Yes,High School,Female,800.0,Employed
45.0,61470.28,9781.89,Yes,Bachelors,Male,683.0,Self-Employed
32.0,78145.32,19712.74,Yes,Bachelors,Male,741.0,Employed
33.0,43965.38,24902.13,Yes,High School,Female,733.0,Employed
34.0,33230.1,16985.58,Yes,Bachelors,Male,692.0,Employed
36.0,99599.71,13408.74,Yes,Bachelors,Female,747.0,Employed
19.0,61226.31,17779.39,Yes,Bachelors,Male,613.0,Employed
36.0,89707.42,12533.35,No,Bachelors,Male,722.0,Employed
,56871.09,10451.44,Yes,High School,Male,622.0,Employed
29.0,89734.56,21729.59,Yes,High School,Male,726.0,Employed
32.0,61427.54,21409.26,No,Masters,Female,760.0,Unemployed
,45790.44,13407.26,Yes,Masters,Female,677.0,Employed
44.0,82929.7,12560.34,Yes,Bachelors,Male,863.0,Employed
50.0,88892.01,16081.45,Yes,PhD,Female,767.0,Self-Employed
50.0,82808.64,14521.71,Yes,Bachelors,Male,761.0,Employed
26.0,67104.94,10910.17,Yes,Masters,Male,712.0,Unemployed
43.0,35022.86,7380.75,No,Masters,Male,698.0,Employed
52.0,48621.06,7708.29,Yes,High School,Female,782.0,Employed
43.0,55959.79,8996.07,Yes,Masters,Female,828.0,Self-Employed
43.0,64834.77,9800.52,Yes,Masters,Female,676.0,Employed
33.0,92615.98,16061.56,Yes,Bachelors,Female,696.0,Employed
40.0,67652.71,,Yes,High School,Female,742.0,Employed
50.0,27867.53,11112.45,Yes,Bachelors,Female,791.0,Employed
41.0,18181.51,8732.04,Yes,Bachelors,Female,670.0,Employed
26.0,56104.88,8824.3,Yes,Bachelors,Male,660.0,Employed
,59733.52,8689.62,No,High School,Female,,Unemployed
50.0,77112.95,14601.31,Yes,PhD,Female,763.0,Self-Employed
41.0,40950.05,20210.42,Yes,Bachelors,Male,763.0,Self-Employed
39.0,42346.51,22511.27,No,Masters,Male,644.0,Employed
32.0,79071.8,15263.82,No,High School,Male,806.0,Self-Employed
,96684.12,20306.87,Yes,Bachelors,Female,644.0,Employed
55.0,30729.24,11086.48,No,Masters,Male,679.0,Employed
51.0,54621.22,17841.72,Yes,High School,Female,646.0,Employed
52.0,92224.79,10642.21,Yes,Bachelors,Male,757.0,Employed
34.0,88661.52,,Yes,Bachelors,Female,791.0,Employed
33.0,51486.17,10901.1,Yes,Masters,Male,769.0,Self-Employed
36.0,93197.56,11304.3,No,Masters,Female,715.0,Self-Employed
38.0,70898.14,14735.13,Yes,Bachelors,Male,723.0,Self-Employed
52.0,83201.03,23094.19,Yes,Masters,Male,716.0,Employed
50.0,55919.33,19269.35,Yes,Masters,Male,727.0,Employed
43.0,75848.33,11351.28,Yes,Masters,Female,746.0,Self-Employed
24.0,46683.84,9728.56,Yes,High School,Male,708.0,Self-Employed
21.0,59053.07,10912.32,No,Masters,Male,687.0,Employed
40.0,64062.44,18219.12,Yes,Masters,Female,757.0,Self-Employed
47.0,72802.54,16091.03,No,High School,Female,633.0,Employed
37.0,118130.6,18260.73,Yes,Bachelors,Male,759.0,Self-Employed
57.0,121197.19,12431.33,Yes,PhD,Male,809.0,Self-Employed
27.0,,16677.54,Yes,Masters,Female,695.0,Employed
26.0,99591.98,16353.82,Yes,High School,Male,711.0,Self-Employed
31.0,47816.95,21326.88,No,Masters,Male,714.0,Employed
31.0,,22898.95,Yes,Bachelors,Male,719.0,Employed
43.0,56286.96,19518.72,No,Masters,Male,725.0,Employed
34.0,60980.73,21319.53,Yes,High School,Male,717.0,Employed
,123215.19,14900.83,No,PhD,Male,693.0,Employed
47.0,,11503.88,Yes,High School,Male,737.0,Employed
20.0,57003.16,14847.23,Yes,Masters,Female,762.0,Employed
27.0,49993.59,14338.83,Yes,Masters,Male,697.0,Self-Employed
22.0,54614.67,14002.17,Yes,High School,Male,671.0,Employed
40.0,41564.41,14948.43,Yes,Bachelors,Male,779.0,Employed
40.0,74457.03,14146.6,Yes,Bachelors,Male,725.0,Employed
57.0,74097.35,12710.02,Yes,High School,Female,640.0,Employed
47.0,76754.35,14346.19,Yes,Masters,Male,770.0,Employed
52.0,69771.48,19008.71,Yes,Bachelors,Female,666.0,Self-Employed
41.0,58652.41,10674.56,Yes,Bachelors,Female,702.0,Employed
28.0,56863.11,21726.24,No,Masters,Male,707.0,Employed
39.0,73180.07,20412.18,Yes,Bachelors,Female,691.0,Employed
,68969.71,15433.11,No,Bachelors,Female,758.0,Employed
45.0,57284.68,3086.63,No,Masters,Female,,Employed
33.0,64268.02,4111.91,Yes,High School,Female,767.0,Employed
43.0,100788.98,15557.72,Yes,Masters,Female,749.0,Self-Employed
29.0,109403.45,18391.99,Yes,High School,Female,700.0,Employed
28.0,65595.37,23863.18,No,High School,Male,837.0,Employed
27.0,55324.43,12973.48,Yes,PhD,Female,743.0,Self-Employed
38.0,69138.01,12428.72,No,Masters,Male,777.0,Employed
26.0,92717.63,8912.89,Yes,High School,Female,691.0,Employed
34.0,69126.56,17994.0,No,High School,Male,808.0,Self-Employed
47.0,77101.81,15034.98,Yes,Bachelors,Male,619.0,Employed
28.0,56849.33,12614.95,Yes,PhD,Male,624.0,Employed
33.0,46666.2,15116.1,No,Masters,Female,761.0,Employed
39.0,85231.07,14528.44,No,Bachelors,Female,646.0,Employed
40.0,73896.89,19838.54,Yes,PhD,Male,690.0,Employed
33.0,,12866.07,No,Bachelors,Male,716.0,Employed
46.0,35784.14,14984.46,Yes,Bachelors,Female,722.0,Self-Employed
44.0,106652.86,19247.01,Yes,Masters,Male,816.0,Unemployed
49.0,75045.6,13677.81,Yes,High School,Male,,Employed
,33855.36,11293.27,Yes,High School,Male,651.0,Self-Employed
33.0,89738.16,8594.7,No,Bachelors,Male,728.0,Employed
31.0,62532.23,9795.0,Yes,Masters,Male,689.0,Employed
41.0,70610.16,11783.4,Yes,Masters,Male,706.0,Employed
34.0,60445.55,19805.42,Yes,High School,Female,731.0,Self-Employed
32.0,68042.07,11314.5,Yes,Bachelors,Female,761.0,Employed
34.0,69049.6,13925.28,No,High School,Male,746.0,Employed
,36598.59,9854.77,Yes,High School,Female,727.0,Employed
40.0,87315.24,15267.92,No,Bachelors,Male,774.0,Employed
24.0,72257.37,16434.41,Yes,Masters,Male,739.0,Employed
41.0,78923.79,16774.6,Yes,Masters,Female,747.0,Employed
45.0,86319.02,23781.03,Yes,Bachelors,Male,624.0,Unemployed
32.0,72417.19,14929.97,Yes,Masters,Male,802.0,Employed
57.0,76621.87,16465.25,Yes,Masters,Female,681.0,Self-Employed
38.0,40591.55,12179.09,No,Bachelors,Female,683.0,Employed
22.0,53392.54,25861.87,Yes,High School,Male,741.0,Self-Employed
35.0,71700.25,19236.55,Yes,Masters,Male,678.0,Employed
39.0,73714.09,19420.46,Yes,Bachelors,Male,679.0,Employed
42.0,78014.15,20445.86,Yes,Masters,Female,808.0,Unemployed
35.0,98120.92,18743.7,No,Bachelors,Male,800.0,Employed
28.0,68115.82,20684.64,Yes,Masters,Female,710.0,Unemployed
27.0,77257.86,14062.98,No,Masters,Female,698.0,Self-Employed
31.0,71179.82,26326.6,Yes,Masters,Male,692.0,Employed
32.0,65005.59,7270.23,Yes,Masters,Female,569.0,Self-Employed
27.0,65783.37,13626.1,Yes,Masters,Female,770.0,Employed
31.0,54314.29,23657.09,Yes,High School,Male,732.0,Employed
45.0,67659.79,14146.21,Yes,PhD,Male,690.0,Employed
54.0,65622.42,18313.55,No,Bachelors,Male,837.0,Employed
46.0,66966.18,12641.36,No,Masters,Male,623.0,Employed
51.0,35161.96,17230.61,Yes,Masters,Female,798.0,Employed
48.0,68021.18,13199.4,No,Bachelors,Female,665.0,Employed
46.0,52458.93,20843.26,Yes,Masters,Male,813.0,Employed
35.0,68762.96,16453.52,Yes,Bachelors,Female,793.0,Employed
39.0,48104.61,6249.8,No,Bachelors,Female,660.0,Employed
34.0,70998.54,10933.7,No,Masters,Female,750.0,Unemployed
36.0,64060.64,10125.38,Yes,PhD,Male,745.0,Employed
39.0,57474.37,22030.62,Yes,Bachelors,Male,691.0,Employed
45.0,75786.74,8792.8,Yes,Masters,Male,767.0,Employed
42.0,77509.52,13659.34,Yes,PhD,Male,774.0,Employed
36.0,69013.81,25557.47,No,Masters,Female,750.0,Self-Employed
39.0,81375.76,21238.1,No,PhD,Male,689.0,Employed
42.0,61734.06,10726.99,Yes,High School,Male,805.0,Employed
45.0,77999.04,10579.04,Yes,High School,Male,686.0,Self-Employed
23.0,69155.52,10097.23,Yes,Bachelors,Male,707.0,Employed
27.0,50013.37,16031.79,Yes,PhD,Female,719.0,Self-Employed
49.0,53972.95,12521.36,Yes,High School,Male,741.0,Self-Employed
37.0,93308.04,16151.47,Yes,Bachelors,Male,703.0,Employed
34.0,101526.78,16545.99,No,High School,Female,707.0,Employed
35.0,84265.07,15235.08,No,Masters,Male,644.0,Employed
35.0,58336.23,15738.44,No,Bachelors,Female,617.0,Employed
44.0,98554.47,15430.36,Yes,High School,Female,,Unemployed
27.0,82250.98,11140.68,Yes,Bachelors,Male,765.0,Unemployed
38.0,76712.93,7769.72,Yes,Masters,Female,,Employed
,106846.19,15271.22,Yes,PhD,Female,730.0,Employed
42.0,52800.49,11091.93,Yes,Bachelors,Female,667.0,Self-Employed
40.0,85459.72,19880.6,No,Bachelors,Female,654.0,Employed
43.0,53707.98,8748.89,No,High School,Male,682.0,Self-Employed
32.0,57867.4,13215.87,Yes,Bachelors,Female,740.0,Employed
29.0,122041.23,15774.85,Yes,Bachelors,Female,676.0,Employed
63.0,80047.27,21303.27,Yes,Bachelors,Male,762.0,Self-Employed
35.0,106983.75,13036.75,No,Masters,Female,749.0,Employed
36.0,80871.62,15920.64,Yes,Masters,Female,739.0,Unemployed
45.0,78048.4,18084.48,No,Bachelors,Female,643.0,Employed
54.0,57478.05,18814.89,Yes,Bachelors,Male,782.0,Employed
33.0,,16834.21,No,Bachelors,Female,841.0,Self-Employed
28.0,70506.2,24041.39,Yes,Bachelors,Male,666.0,Employed
26.0,71609.53,13014.7,No,Bachelors,Male,696.0,Employed
54.0,64777.45,23654.34,Yes,Bachelors,Male,664.0,Employed
28.0,67984.44,18448.22,Yes,Masters,Male,732.0,Unemployed
38.0,70498.56,16226.19,Yes,High School,Female,747.0,Employed
28.0,72457.63,16617.37,Yes,Bachelors,Female,716.0,Employed
24.0,68985.62,19687.72,No,Masters,Female,779.0,Employed
35.0,38863.04,11404.71,No,High School,Female,791.0,Employed
29.0,80838.84,15728.64,Yes,PhD,Female,,Employed
31.0,67539.59,13787.77,Yes,Bachelors,Male,729.0,Employed
58.0,3653.63,23012.56,Yes,Masters,Female,741.0,Employed
42.0,38242.3,11748.31,No,Masters,Male,735.0,Unemployed
47.0,60530.88,24989.43,Yes,Masters,Male,703.0,Employed
46.0,95571.93,12761.9,Yes,Bachelors,Male,735.0,Employed
37.0,82154.31,8057.49,Yes,Bachelors,Female,645.0,Employed
34.0,56256.98,10647.18,No,Bachelors,Female,794.0,Employed
40.0,66186.01,10750.67,Yes,Bachelors,Male,,Employed
40.0,92090.86,23289.46,Yes,High School,Female,691.0,Employed
32.0,57673.35,,No,Bachelors,Female,637.0,Employed
39.0,48280.89,16615.55,Yes,Bachelors,Female,807.0,Employed
31.0,87610.97,22338.17,No,Masters,Female,820.0,Self-Employed
36.0,92321.37,28854.53,Yes,Masters,Female,727.0,Employed
35.0,57902.07,14449.11,Yes,Masters,Male,653.0,Employed
25.0,79752.26,15560.14,Yes,Masters,Female,705.0,Employed
14.0,69188.0,9169.04,Yes,Bachelors,Female,713.0,Employed
29.0,58186.66,13096.19,Yes,High School,Female,682.0,Employed
56.0,93374.65,25928.26,Yes,High School,Female,738.0,Employed
35.0,56720.59,,No,High School,Female,758.0,Employed
46.0,85120.06,21074.24,Yes,Bachelors,Male,720.0,Unemployed
17.0,71361.53,18239.19,Yes,PhD,Male,640.0,Unemployed
28.0,66550.07,20340.74,Yes,Masters,Male,697.0,Employed
24.0,58895.48,24692.93,Yes,Masters,Female,702.0,Employed
36.0,50267.69,12716.29,Yes,Masters,Male,701.0,Employed
62.0,65001.96,18688.37,No,Masters,Male,792.0,Employed
43.0,59751.64,11543.06,Yes,Bachelors,Female,711.0,Employed
55.0,71850.33,4821.48,Yes,Masters,Female,746.0,Self-Employed
35.0,46051.0,16324.46,No,Bachelors,Female,,Unemployed
52.0,66966.5,15621.44,Yes,Masters,Male,719.0,Unemployed
59.0,78119.26,14624.81,Yes,Bachelors,Male,720.0,Self-Employed
37.0,56534.52,11803.53,Yes,Masters,Female,726.0,Self-Employed
33.0,84819.65,15684.88,No,Bachelors,Female,798.0,Employed
25.0,86991.3,17117.44,No,High School,Female,860.0,Employed
35.0,45857.01,24809.23,No,PhD,Female,725.0,Employed
39.0,54831.89,17676.01,No,PhD,Male,785.0,Employed
58.0,43191.43,17936.35,Yes,PhD,Female,784.0,Self-Employed
25.0,78461.59,11254.31,Yes,Bachelors,Male,786.0,Employed
39.0,72557.56,10226.54,Yes,Bachelors,Male,760.0,Unemployed
20.0,37977.46,,Yes,PhD,Male,723.0,Employed
34.0,56959.1,13519.16,No,Bachelors,Female,800.0,Employed
41.0,76166.44,15301.28,Yes,Masters,Female,634.0,Employed
43.0,72259.04,16078.42,Yes,High School,Male,690.0,Employed
44.0,94203.07,10910.31,No,High School,Male,780.0,Employed
42.0,46961.61,3793.43,Yes,Masters,Female,664.0,Unemployed
44.0,69822.06,12901.69,Yes,Masters,Male,821.0,Employed
38.0,49964.8,19686.67,Yes,High School,Female,661.0,Employed
28.0,72203.07,13118.0,No,High School,Male,771.0,Employed
19.0,66378.92,,No,Masters,Female,656.0,Employed
33.0,75435.16,7029.78,No,Masters,Male,764.0,Employed
37.0,61816.96,15621.85,Yes,High School,Female,673.0,Unemployed
51.0,85246.56,17047.14,Yes,Masters,Male,759.0,Employed
37.0,55706.4,12150.18,No,Bachelors,Male,722.0,Employed
,49694.56,19822.02,No,PhD,Male,744.0,Employed
42.0,74504.5,20994.22,Yes,Masters,Female,751.0,Unemployed
35.0,107077.4,25579.16,No,Bachelors,Female,766.0,Employed
46.0,39573.57,10365.78,No,High School,Female,724.0,Self-Employed
,47108.95,16431.61,Yes,Masters,Female,724.0,Unemployed
60.0,74631.07,9061.84,No,PhD,Male,713.0,Unemployed
39.0,92544.5,18022.17,Yes,High School,Male,704.0,Self-Employed
41.0,76128.69,17420.97,Yes,Masters,Female,782.0,Employed
54.0,57840.07,5363.62,No,Bachelors,Male,731.0,Employed
37.0,78405.91,16360.84,Yes,PhD,Female,707.0,Employed
45.0,80326.64,14004.25,Yes,Masters,Male,768.0,Self-Employed
27.0,56396.21,9074.65,No,Bachelors,Male,757.0,Self-Employed
35.0,86496.91,13539.78,Yes,Bachelors,Female,785.0,Employed
50.0,69309.67,25309.42,Yes,Masters,Female,682.0,Employed
31.0,35006.05,17866.98,Yes,Masters,Male,659.0,Employed
37.0,67303.4,10864.85,Yes,Masters,Female,727.0,Employed
22.0,,13343.48,Yes,Masters,Male,631.0,Self-Employed
58.0,96097.84,5323.1,No,Bachelors,Male,,Self-Employed
51.0,43420.97,9598.23,Yes,Bachelors,Male,691.0,Employed
40.0,60337.53,23420.84,Yes,Bachelors,Female,687.0,Self-Employed
43.0,75144.14,19584.32,No,Bachelors,Female,624.0,Employed
42.0,118380.77,17255.33,Yes,Masters,Female,738.0,Employed
52.0,109098.49,16950.12,Yes,Bachelors,Female,729.0,Unemployed
33.0,,22083.84,Yes,High School,Male,714.0,Employed
45.0,76985.85,16601.72,Yes,PhD,Female,768.0,Employed
49.0,82039.7,13583.48,Yes,Masters,Male,728.0,Employed
50.0,49751.29,14542.32,Yes,High School,Male,728.0,Employed
,70202.85,13691.35,Yes,PhD,Female,756.0,Employed
32.0,97124.35,13625.54,No,Masters,Male,730.0,Employed
28.0,72832.27,23482.41,Yes,PhD,Female,709.0,Employed
39.0,108996.1,9715.69,Yes,Bachelors,Female,702.0,Employed
18.0,61087.23,12474.75,Yes,PhD,Male,664.0,Unemployed
,68226.95,5875.81,No,High School,Male,717.0,Employed
60.0,68385.97,20054.68,No,High School,Male,774.0,Employed
44.0,43973.12,16712.58,Yes,Masters,Female,741.0,Employed
39.0,92119.43,23692.15,Yes,Bachelors,Female,697.0,Employed
42.0,63325.06,11801.71,Yes,Masters,Male,761.0,Employed
39.0,75162.32,11026.74,Yes,High School,Female,741.0,Employed
48.0,,9175.94,No,Masters,Female,,Self-Employed
32.0,104503.27,17278.38,Yes,Bachelors,Male,787.0,Employed
40.0,94653.12,13249.21,Yes,High School,Female,656.0,Employed
40.0,71167.02,16500.56,Yes,PhD,Male,719.0,Self-Employed
28.0,45516.12,12879.52,Yes,High School,Female,679.0,Employed
51.0,84879.04,22194.57,Yes,PhD,Female,772.0,Employed
34.0,91659.51,21324.98,No,Bachelors,Male,661.0,Employed
48.0,51453.72,15430.43,Yes,High School,Female,674.0,Employed
39.0,67132.12,20266.32,No,High School,Male,830.0,Employed
54.0,71536.95,14338.17,Yes,Masters,Female,724.0,Self-Employed
28.0,91739.55,14771.11,Yes,PhD,Female,757.0,Employed
27.0,66973.1,4179.15,Yes,Bachelors,Female,721.0,Employed
29.0,89240.86,17534.91,Yes,Bachelors,Female,704.0,Employed
39.0,54542.07,15114.38,Yes,Bachelors,Male,755.0,Self-Employed
53.0,48891.44,19400.96,Yes,Masters,Female,719.0,Employed
54.0,106630.42,18571.15,Yes,Masters,Female,687.0,Unemployed
15.0,43751.16,11256.31,No,Masters,Male,763.0,Employed
40.0,54975.33,14039.21,Yes,Bachelors,Male,776.0,Employed
6.0,85699.06,,No,Bachelors,Male,757.0,Employed
46.0,59386.94,20223.5,No,High School,Male,758.0,Employed
49.0,58853.79,22867.05,No,Bachelors,Male,734.0,Employed
38.0,66049.57,,Yes,Bachelors,Female,759.0,Employed
39.0,26880.5,24927.93,Yes,Masters,Female,678.0,Employed
,92411.97,17619.52,Yes,Masters,Female,741.0,Self-Employed
30.0,73517.69,10127.27,No,Masters,Male,725.0,Unemployed
42.0,53771.19,8061.87,Yes,Bachelors,Female,687.0,Employed
36.0,35673.93,10400.44,No,Bachelors,Female,811.0,Unemployed
47.0,42692.86,12732.33,No,Masters,Male,735.0,Employed
37.0,38113.94,11612.93,Yes,Bachelors,Female,677.0,Employed
29.0,74545.21,15271.72,No,PhD,Male,715.0,Self-Employed
23.0,74744.84,14096.75,Yes,PhD,Male,735.0,Employed
19.0,82243.17,15373.34,No,Masters,Female,777.0,Employed
51.0,84651.74,27207.85,No,High School,Female,751.0,Employed
33.0,82563.28,19379.69,Yes,Masters,Male,737.0,Employed
41.0,100756.85,16347.73,Yes,Bachelors,Male,744.0,Employed
56.0,,20309.29,Yes,PhD,Female,716.0,Employed
32.0,89167.88,10965.91,Yes,PhD,Female,719.0,Employed
32.0,74735.59,10752.38,Yes,Bachelors,Female,784.0,Employed
37.0,84414.78,19581.42,Yes,Bachelors,Male,828.0,Employed
38.0,61787.9,14997.86,Yes,High School,Male,814.0,Employed
57.0,65580.01,15613.44,Yes,PhD,Female,666.0,Employed
54.0,104428.3,9285.77,No,Bachelors,Male,684.0,Employed
44.0,58857.7,12630.72,Yes,Bachelors,Male,702.0,Employed
52.0,57385.62,12952.45,No,Bachelors,Female,741.0,Employed
36.0,62758.55,12595.1,No,Bachelors,Female,656.0,Employed
41.0,59013.89,25724.94,No,Bachelors,Male,693.0,Employed
35.0,60709.04,25604.49,Yes,Masters,Female,742.0,Employed
25.0,74845.97,20691.53,Yes,Masters,Male,677.0,Employed
50.0,75500.66,15482.66,Yes,Bachelors,Female,743.0,Self-Employed
43.0,88221.85,12063.77,Yes,High School,Female,769.0,Employed
38.0,113761.54,9826.91,No,Masters,Male,776.0,Employed
38.0,62633.19,16708.1,Yes,Masters,Female,740.0,Employed
23.0,68688.76,21368.88,Yes,Masters,Female,763.0,Employed
28.0,33241.02,18890.41,Yes,Masters,Female,663.0,Self-Employed
41.0,44153.85,15509.53,No,Bachelors,Male,,Unemployed
33.0,67075.78,18339.69,Yes,Masters,Male,812.0,Unemployed
36.0,79271.65,14905.34,Yes,High School,Male,,Employed
37.0,79827.66,13611.45,Yes,Bachelors,Female,766.0,Self-Employed
31.0,82341.6,9931.67,Yes,Bachelors,Female,743.0,Employed
28.0,95149.33,13353.39,No,Bachelors,Female,788.0,Employed
22.0,104113.76,16517.67,Yes,Bachelors,Male,664.0,Self-Employed
37.0,65132.07,12916.36,Yes,Bachelors,Male,676.0,Unemployed
44.0,53957.48,9283.86,Yes,Bachelors,Female,791.0,Self-Employed
22.0,83097.76,15573.12,Yes,Bachelors,Male,632.0,Employed
38.0,88676.48,16518.32,No,High School,Female,633.0,Employed
41.0,72716.63,13154.48,Yes,Masters,Male,769.0,Self-Employed
28.0,66420.09,,Yes,High School,Male,604.0,Employed
52.0,59916.68,2346.48,Yes,Bachelors,Female,740.0,Employed
34.0,69155.29,18708.8,No,Bachelors,Female,626.0,Employed
37.0,83801.37,16441.41,Yes,PhD,Male,735.0,Self-Employed
36.0,56634.76,22076.89,Yes,High School,Male,712.0,Employed
20.0,53980.9,13935.08,No,PhD,Male,821.0,Employed
48.0,81991.86,18669.31,No,High School,Female,658.0,Employed
28.0,53039.11,20892.23,No,Masters,Female,703.0,Self-Employed
36.0,73023.28,15123.48,Yes,High School,Female,736.0,Employed
44.0,71964.24,16721.62,Yes,Masters,Female,644.0,Employed
,70008.22,15713.2,No,Bachelors,Female,674.0,Unemployed
,57146.84,7004.76,Yes,Bachelors,Male,792.0,Self-Employed
34.0,104678.12,16934.99,Yes,Bachelors,Female,717.0,Employed
52.0,77966.62,10293.1,Yes,High School,Female,676.0,Employed
43.0,59711.85,10708.26,No,PhD,Female,735.0,Self-Employed
45.0,76618.74,17621.39,Yes,Masters,Female,701.0,Self-Employed
27.0,106644.5,21465.45,Yes,Bachelors,Male,705.0,Employed
34.0,71790.26,18903.95,Yes,Bachelors,Male,796.0,Unemployed
36.0,,17910.46,Yes,High School,Male,735.0,Employed
29.0,47044.92,16687.91,Yes,Masters,Female,770.0,Employed
21.0,52977.02,19343.7,Yes,Bachelors,Male,736.0,Employed
33.0,27191.99,23420.89,Yes,Masters,Female,688.0,Unemployed
52.0,109515.27,12115.66,Yes,Bachelors,Female,722.0,Employed
,35962.87,12280.03,Yes,Masters,Male,785.0,Self-Employed
52.0,73484.07,18655.65,No,High School,Female,674.0,Employed
,104752.77,6474.87,Yes,PhD,Female,709.0,Self-Employed
30.0,89423.26,14505.29,No,Masters,Male,726.0,Employed
51.0,77525.85,16305.38,Yes,High School,Male,655.0,Self-Employed
40.0,95662.47,12286.46,Yes,Bachelors,Male,758.0,Employed
48.0,56632.24,5412.16,Yes,Bachelors,Male,741.0,Employed
27.0,80353.72,21927.01,Yes,Bachelors,Female,,Employed
48.0,67747.04,12001.9,No,Bachelors,Male,695.0,Self-Employed
49.0,67335.08,12224.8,No,PhD,Female,649.0,Employed
41.0,73811.77,21641.56,Yes,High School,Male,714.0,Employed
30.0,93506.41,233.13,No,Bachelors,Female,706.0,Employed
38.0,101330.79,,No,Bachelors,Female,695.0,Employed
44.0,64659.7,26130.77,Yes,High School,Male,692.0,Employed
40.0,48226.15,10552.69,Yes,Bachelors,Female,676.0,Unemployed
44.0,53608.4,12553.54,Yes,Masters,Female,713.0,Employed
48.0,108955.9,17441.11,No,Masters,Male,749.0,Employed
32.0,99615.53,,No,PhD,Male,744.0,Employed
26.0,48174.38,19923.6,Yes,Masters,Male,699.0,Employed
38.0,103220.18,17489.04,Yes,Bachelors,Male,630.0,Employed
35.0,55766.82,19152.05,No,Masters,Female,730.0,Unemployed
46.0,83292.11,32193.55,Yes,Bachelors,Female,717.0,Unemployed
,55751.84,7029.12,No,High School,Male,696.0,Employed
48.0,113257.4,21712.09,No,Bachelors,Male,756.0,Employed
52.0,58597.18,22396.43,Yes,Masters,Male,775.0,Employed
38.0,49003.8,9510.08,No,Masters,Female,796.0,Employed
39.0,60869.51,11006.17,Yes,Bachelors,Female,811.0,Unemployed
30.0,122537.55,17510.26,No,Bachelors,Female,713.0,Employed
33.0,75211.09,8751.06,No,Bachelors,Female,826.0,Employed
34.0,49435.7,11927.96,Yes,PhD,Female,698.0,Self-Employed
52.0,54232.39,16196.12,No,Masters,Female,723.0,Employed
37.0,35046.41,11581.56,No,Bachelors,Male,806.0,Employed
25.0,80802.65,13862.04,Yes,High School,Male,675.0,Employed
41.0,44989.14,10664.52,No,Masters,Male,748.0,Employed
46.0,92113.17,10288.37,No,Bachelors,Male,779.0,Unemployed
38.0,85801.71,17357.69,Yes,PhD,Female,702.0,Employed
53.0,67999.62,14494.03,Yes,High School,Male,,Employed
46.0,94722.42,15616.91,Yes,Bachelors,Male,789.0,Self-Employed
28.0,88511.79,18520.83,Yes,PhD,Female,716.0,Unemployed
32.0,73138.21,15919.09,No,Masters,Male,,Employed
40.0,54637.02,13324.33,No,Bachelors,Male,665.0,Self-Employed
21.0,78270.68,10597.62,Yes,Masters,Female,691.0,Employed
41.0,78153.96,17244.92,Yes,High School,Male,700.0,Employed
20.0,79829.1,24971.88,Yes,Bachelors,Female,681.0,Employed
48.0,71580.65,19402.31,No,Bachelors,Male,799.0,Employed
47.0,76543.08,7474.77,Yes,Masters,Female,689.0,Self-Employed
43.0,76043.0,4877.04,No,Masters,Female,808.0,Unemployed
31.0,97241.82,11324.42,Yes,High School,Male,815.0,Self-Employed
40.0,44517.99,7313.71,No,Bachelors,Female,776.0,Employed
33.0,49968.23,8576.15,No,High School,Male,704.0,Unemployed
28.0,71502.6,3122.41,Yes,Bachelors,Female,693.0,Unemployed
35.0,54800.23,16165.6,Yes,Masters,Female,751.0,Employed
45.0,74217.45,9208.54,Yes,Bachelors,Male,722.0,Self-Employed
38.0,47736.9,9159.38,Yes,Masters,Male,730.0,Unemployed
53.0,50892.4,11682.1,Yes,PhD,Female,784.0,Employed
46.0,111209.92,11787.22,Yes,Bachelors,Female,658.0,Employed
45.0,65413.35,13688.2,Yes,Bachelors,Male,716.0,Employed
22.0,46575.17,7997.27,No,High School,Female,717.0,Employed
35.0,67703.55,19924.82,No,High School,Female,727.0,Self-Employed
27.0,90728.42,16395.03,Yes,Masters,Male,765.0,Employed
36.0,94110.61,17069.19,Yes,PhD,Male,840.0,Employed
31.0,40778.57,12800.25,No,Bachelors,Male,710.0,Employed
34.0,54659.13,20372.25,Yes,Masters,Female,754.0,Employed
49.0,74454.14,17443.08,Yes,Masters,Female,672.0,Employed
43.0,69320.52,15951.97,Yes,Bachelors,Female,726.0,Employed
48.0,37999.88,19991.03,No,Masters,Male,791.0,Self-Employed
22.0,41240.2,6647.6,Yes,Masters,Male,734.0,Employed
39.0,48647.94,15970.03,Yes,Bachelors,Female,810.0,Self-Employed
48.0,34582.25,11653.06,No,High School,Male,690.0,Employed
53.0,60830.58,11368.16,No,High School,Male,731.0,Employed
23.0,93889.93,18995.86,No,High School,Male,652.0,Employed
34.0,56683.14,,No,Masters,Female,775.0,Employed
48.0,91645.11,21362.09,Yes,Bachelors,Female,665.0,Employed
36.0,70593.93,15033.86,Yes,Bachelors,Female,726.0,Employed
29.0,66332.36,13381.13,No,High School,Male,819.0,Employed
23.0,36685.21,21204.38,Yes,PhD,Female,749.0,Employed
29.0,93396.34,10090.56,Yes,PhD,Female,680.0,Employed
21.0,72328.55,,Yes,High School,Male,611.0,Employed
39.0,38002.15,13069.91,Yes,Masters,Male,665.0,Employed
47.0,77637.09,14751.65,No,Masters,Female,744.0,Employed
25.0,58243.29,12333.95,No,Masters,Male,762.0,Employed
,71226.43,15174.6,Yes,Bachelors,Female,717.0,Employed
46.0,74802.68,10446.22,Yes,PhD,Female,659.0,Unemployed
38.0,94314.71,13137.56,Yes,Masters,Female,704.0,Employed
22.0,47454.43,15768.14,Yes,Bachelors,Female,,Employed
42.0,81437.64,14468.11,Yes,Bachelors,Male,778.0,Employed
37.0,96565.95,2553.9,No,High School,Male,764.0,Employed
36.0,120409.74,27369.94,No,Bachelors,Male,735.0,Employed
33.0,90991.2,22908.17,Yes,Masters,Male,773.0,Self-Employed
39.0,77228.13,9174.73,No,Masters,Male,739.0,Employed
43.0,75500.44,11892.22,No,High School,Male,774.0,Employed
62.0,101042.03,14141.89,Yes,Masters,Female,746.0,Employed
39.0,64271.26,18323.51,No,PhD,Male,739.0,Employed
53.0,85918.05,17361.48,Yes,Masters,Male,,Employed
42.0,113882.05,9505.83,Yes,Bachelors,Female,817.0,Self-Employed
37.0,67812.51,26712.3,Yes,Bachelors,Female,743.0,Employed
39.0,29720.96,13017.05,No,Bachelors,Male,702.0,Employed
26.0,52783.73,24024.66,Yes,PhD,Female,656.0,Employed
41.0,75868.91,11979.63,Yes,Bachelors,Female,785.0,Unemployed
18.0,53260.99,20283.85,Yes,Masters,Female,713.0,Employed
29.0,63055.72,16878.48,No,Bachelors,Female,732.0,Employed
39.0,64099.08,10722.0,Yes,High School,Female,796.0,Employed
50.0,81218.99,17938.27,No,Bachelors,Female,746.0,Self-Employed
52.0,51080.68,15916.21,No,Masters,Male,746.0,Employed
36.0,,19610.53,No,Bachelors,Male,743.0,Self-Employed
40.0,98140.94,,Yes,High School,Female,728.0,Employed
48.0,60360.76,14580.58,Yes,Bachelors,Female,701.0,Employed
25.0,84515.71,19044.31,No,Bachelors,Female,744.0,Employed
42.0,70278.76,5861.15,Yes,High School,Male,677.0,Employed
30.0,69537.65,9228.79,Yes,Bachelors,Male,702.0,Employed
36.0,84762.83,15201.47,Yes,High School,Female,628.0,Employed
33.0,32750.75,15900.14,No,Bachelors,Male,676.0,Employed
42.0,78866.89,14522.19,No,Masters,Female,751.0,Employed
44.0,81055.25,18991.64,Yes,Bachelors,Male,749.0,Self-Employed
47.0,86968.87,14498.71,No,Bachelors,Female,755.0,Employed
41.0,62490.59,20113.05,Yes,Masters,Male,568.0,Self-Employed
40.0,70010.51,16617.48,Yes,Bachelors,Male,724.0,Self-Employed
57.0,20949.39,9410.63,Yes,Bachelors,Male,,Employed
23.0,56603.17,15808.55,No,Bachelors,Male,756.0,Employed
55.0,73511.71,14607.92,Yes,Bachelors,Male,716.0,Employed
35.0,99413.23,11644.56,Yes,High School,Male,753.0,Employed
44.0,106915.58,7413.68,Yes,Bachelors,Female,670.0,Unemployed
35.0,63151.04,9100.73,No,Masters,Male,769.0,Employed
31.0,87480.63,10760.63,No,Bachelors,Male,708.0,Self-Employed
43.0,67055.87,20293.81,Yes,High School,Female,678.0,Employed
48.0,37680.83,13375.75,Yes,PhD,Female,718.0,Employed
43.0,82101.11,21110.58,Yes,Bachelors,Male,688.0,Employed
33.0,106625.7,9888.89,No,Bachelors,Male,661.0,Self-Employed
74.0,62371.26,11470.03,No,High School,Male,709.0,Employed
50.0,51854.86,12188.29,No,High School,Female,734.0,Employed
47.0,71347.38,13543.44,Yes,Bachelors,Male,760.0,Unemployed
34.0,67544.17,16201.66,Yes,Masters,Male,743.0,Employed
32.0,122200.84,18133.7,Yes,Bachelors,Male,840.0,Unemployed
35.0,90117.24,21278.43,No,PhD,Male,733.0,Self-Employed
49.0,72587.8,4003.36,No,Masters,Male,799.0,Employed
28.0,12093.41,25120.27,Yes,Masters,Male,732.0,Employed
27.0,67134.03,9695.55,Yes,Masters,Female,755.0,Employed
43.0,107044.53,15501.17,Yes,PhD,Male,722.0,Employed
41.0,71600.95,19803.49,No,PhD,Female,740.0,Self-Employed
30.0,86436.99,18211.24,No,High School,Female,749.0,Self-Employed
27.0,77839.19,20602.38,Yes,Bachelors,Female,771.0,Self-Employed
52.0,60266.76,20089.17,Yes,Bachelors,Female,638.0,Employed
42.0,103826.31,17085.18,Yes,High School,Male,706.0,Employed
,73778.12,18750.9,Yes,Masters,Male,671.0,Employed
25.0,55862.59,8810.36,Yes,Bachelors,Male,617.0,Unemployed
34.0,70430.5,11449.66,Yes,Masters,Female,748.0,Employed
45.0,98550.93,10130.85,No,Masters,Male,706.0,Self-Employed
44.0,40410.97,3148.07,No,Bachelors,Male,690.0,Unemployed
49.0,75405.33,10304.6,Yes,Bachelors,Male,729.0,Employed
23.0,71472.7,9826.7,Yes,Masters,Male,756.0,Employed
40.0,39197.83,10344.08,No,Masters,Male,748.0,Employed
52.0,85335.36,18338.08,Yes,Bachelors,Male,691.0,Employed
51.0,75129.03,11167.14,Yes,Bachelors,Male,726.0,Employed
42.0,87570.56,19224.14,Yes,Masters,Male,764.0,Employed
61.0,92761.56,,Yes,Masters,Female,623.0,Self-Employed
44.0,68888.8,11732.91,Yes,High School,Male,673.0,Self-Employed
48.0,58887.93,13047.78,Yes,Masters,Male,716.0,Self-Employed
38.0,41509.41,20930.81,Yes,Bachelors,Female,645.0,Employed
30.0,57113.23,15306.95,No,Bachelors,Female,668.0,Employed
29.0,70218.96,16457.9,Yes,Bachelors,Female,785.0,Self-Employed
40.0,50728.46,9513.67,Yes,Masters,Female,731.0,Employed
36.0,81669.04,19257.36,Yes,High School,Female,,Employed
20.0,51931.48,14705.7,Yes,Masters,Female,671.0,Employed
28.0,,6232.84,Yes,Bachelors,Male,699.0,Employed
35.0,58441.29,,Yes,Bachelors,Male,652.0,Employed
45.0,73684.56,16458.46,No,PhD,Female,705.0,Employed
38.0,44811.1,13280.15,No,Bachelors,Female,631.0,Employed
,52234.76,13274.88,Yes,Bachelors,Male,785.0,Employed
28.0,57396.54,9647.95,Yes,Masters,Male,675.0,Employed
38.0,60022.44,20793.06,Yes,High School,Female,669.0,Employed
51.0,75957.64,18635.17,No,Masters,Female,715.0,Self-Employed
40.0,82757.98,9707.99,Yes,Bachelors,Female,740.0,Employed
23.0,60511.38,15253.06,Yes,Bachelors,Male,724.0,Employed
25.0,49221.23,11453.86,Yes,High School,Male,755.0,Unemployed
44.0,72734.71,8622.8,No,Masters,Male,679.0,Employed
36.0,80354.49,22777.19,No,Masters,Male,726.0,Employed
37.0,102275.48,13231.35,Yes,Masters,Male,721.0,Self-Employed
32.0,92923.42,10794.82,No,PhD,Male,741.0,Employed
43.0,44823.04,9048.85,Yes,High School,Female,742.0,Self-Employed
35.0,67180.16,13792.56,Yes,Bachelors,Female,762.0,Employed
36.0,79123.23,4399.5,Yes,Bachelors,Female,818.0,Employed
29.0,52996.15,14238.61,Yes,Bachelors,Male,713.0,Employed
47.0,62985.92,21054.24,Yes,High School,Female,,Self-Employed
36.0,83479.19,19636.43,Yes,High School,Female,694.0,Self-Employed
44.0,74999.43,17409.24,Yes,Bachelors,Male,703.0,Employed
26.0,70034.57,27025.2,Yes,Masters,Female,753.0,Unemployed
55.0,56929.02,16281.21,Yes,Masters,Female,753.0,Employed
51.0,41087.93,10443.54,No,Bachelors,Female,733.0,Self-Employed
19.0,63751.3,19173.48,Yes,Masters,Male,727.0,Self-Employed
30.0,68175.47,15673.62,No,Bachelors,Female,704.0,Employed
43.0,40631.45,15199.69,No,PhD,Male,720.0,Employed
25.0,70959.42,16478.65,Yes,Masters,Female,658.0,Self-Employed
37.0,77840.88,13019.27,Yes,Masters,Male,716.0,Employed
42.0,56160.16,24345.65,Yes,Masters,Male,730.0,Employed
36.0,78068.9,6859.67,Yes,Masters,Male,770.0,Employed
43.0,75514.12,19080.46,No,Bachelors,Female,644.0,Employed
31.0,63909.37,15665.4,Yes,Masters,Male,738.0,Employed
16.0,61680.58,17276.89,Yes,Bachelors,Male,809.0,Employed
48.0,63356.07,13098.78,No,Masters,Male,733.0,Employed
48.0,52875.99,22569.77,Yes,PhD,Male,711.0,Employed
63.0,76892.86,19422.39,Yes,PhD,Male,753.0,Employed
16.0,53094.56,11149.25,Yes,High School,Male,,Self-Employed
46.0,54378.38,20597.9,Yes,Bachelors,Female,664.0,Self-Employed
,79945.31,16500.94,Yes,Bachelors,Male,716.0,Self-Employed
56.0,65158.58,12082.04,Yes,Masters,Male,755.0,Employed
43.0,71233.94,6537.07,Yes,Masters,Female,613.0,Self-Employed
28.0,35767.7,18843.88,Yes,Masters,Male,700.0,Self-Employed
46.0,59533.93,11379.72,Yes,Bachelors,Male,656.0,Employed
32.0,103615.4,17633.27,Yes,Bachelors,Female,717.0,Employed
41.0,34383.84,22308.98,Yes,Bachelors,Female,749.0,Self-Employed
40.0,104992.57,10943.83,No,Bachelors,Male,710.0,Self-Employed
55.0,75224.28,21723.48,Yes,Bachelors,Female,695.0,Unemployed
56.0,59340.26,9255.81,Yes,Masters,Male,681.0,Employed
32.0,65911.58,22415.23,Yes,High School,Male,682.0,Employed
49.0,94610.27,24103.54,Yes,PhD,Male,751.0,Employed
42.0,24450.1,19498.81,Yes,Masters,Female,748.0,Employed
24.0,98308.58,17192.25,Yes,Masters,Female,805.0,Employed
,75312.88,19452.35,No,High School,Male,744.0,Employed
61.0,90244.86,13316.34,Yes,Bachelors,Male,769.0,Employed
42.0,35033.54,8361.23,No,Bachelors,Female,666.0,Unemployed
48.0,65450.68,11300.74,Yes,PhD,Male,707.0,Employed
36.0,23432.97,26442.07,Yes,Bachelors,Male,661.0,Employed
33.0,93951.66,9177.63,Yes,Bachelors,Female,707.0,Employed
38.0,50345.82,19796.09,Yes,PhD,Female,691.0,Self-Employed
35.0,50051.92,14445.09,Yes,Bachelors,Female,734.0,Unemployed
23.0,31311.41,13214.24,No,PhD,Male,717.0,Employed
28.0,78887.39,23444.85,Yes,High School,Male,750.0,Employed
45.0,71437.81,15463.69,Yes,High School,Female,779.0,Employed
34.0,55042.59,19663.47,Yes,Bachelors,Male,735.0,Employed
38.0,75262.06,26995.18,No,High School,Male,716.0,Employed
40.0,54401.35,13954.69,Yes,High School,Male,729.0,Employed
41.0,34814.24,17367.62,No,Bachelors,Male,812.0,Employed
49.0,62724.04,18522.66,Yes,Masters,Male,679.0,Employed
27.0,102894.37,13388.5,No,Bachelors,Male,722.0,Employed
44.0,89433.33,17460.26,Yes,Bachelors,Male,671.0,Employed
46.0,79107.43,20639.92,No,Masters,Female,704.0,Employed
48.0,74880.49,18912.79,Yes,PhD,Male,749.0,Employed
24.0,,15584.73,No,High School,Female,738.0,Employed
41.0,84719.53,583.33,Yes,PhD,Male,724.0,Employed
55.0,81306.48,7769.65,No,Bachelors,Male,645.0,Employed
37.0,68337.73,24172.96,Yes,Bachelors,Female,760.0,Self-Employed
43.0,73981.61,10226.18,Yes,Masters,Female,786.0,Employed
46.0,37882.79,20838.93,Yes,Masters,Male,641.0,Unemployed
28.0,60394.06,8869.49,Yes,Masters,Female,750.0,Employed
56.0,46137.87,10183.0,Yes,Masters,Male,659.0,Employed
43.0,,18400.2,Yes,Masters,Female,770.0,Employed
43.0,79405.47,22771.38,Yes,Bachelors,Female,762.0,Self-Employed
21.0,44707.81,18253.53,No,Masters,Female,788.0,Employed
46.0,85361.78,16782.92,Yes,Bachelors,Male,694.0,Employed
43.0,,8196.82,No,Bachelors,Female,690.0,Employed
54.0,68765.91,4360.53,Yes,Bachelors,Male,814.0,Employed
35.0,57889.68,12837.89,Yes,High School,Female,711.0,Employed
28.0,90620.46,15772.74,Yes,Masters,Male,696.0,Employed
31.0,81047.39,14740.99,Yes,Bachelors,Female,681.0,Employed
33.0,93903.59,26054.16,No,High School,Male,647.0,Employed
27.0,48369.82,7289.52,Yes,Bachelors,Female,702.0,Employed
51.0,64793.03,13476.58,Yes,PhD,Female,764.0,Self-Employed
51.0,65628.7,23351.78,No,Bachelors,Female,648.0,Employed
36.0,74188.49,18254.02,No,Masters,Male,715.0,Unemployed
34.0,82497.74,9528.61,Yes,Bachelors,Female,722.0,Self-Employed
20.0,72756.63,3924.55,Yes,Bachelors,Female,658.0,Self-Employed
45.0,96708.05,13035.98,Yes,Masters,Male,651.0,Self-Employed
,62505.1,9941.62,Yes,High School,Female,713.0,Self-Employed
32.0,49019.79,,Yes,Masters,Male,772.0,Unemployed
37.0,56686.63,26436.77,Yes,Bachelors,Female,668.0,Unemployed
42.0,54198.46,9937.16,No,Masters,Female,695.0,Unemployed
55.0,60881.5,11765.91,No,Bachelors,Male,718.0,Employed
40.0,64616.21,19567.8,Yes,High School,Male,798.0,Employed
40.0,65464.47,16471.71,No,Masters,Male,755.0,Employed
40.0,74638.55,22493.94,Yes,Bachelors,Male,797.0,Employed
24.0,60778.09,19093.38,Yes,Masters,Female,762.0,Self-Employed
24.0,90976.02,11549.11,Yes,PhD,Female,771.0,Employed
30.0,31236.1,17573.53,Yes,High School,Female,641.0,Employed
48.0,25462.86,15582.09,Yes,Masters,Male,592.0,Employed
35.0,90026.19,6199.7,Yes,Bachelors,Male,764.0,Employed
33.0,88454.65,25810.29,Yes,Masters,Male,739.0,Self-Employed
33.0,94780.47,9699.36,Yes,Bachelors,Male,612.0,Self-Employed
37.0,82734.54,14462.05,Yes,Bachelors,Male,679.0,Employed
,70050.57,12640.26,Yes,Bachelors,Male,697.0,Employed
36.0,64831.43,15583.95,No,Bachelors,Male,758.0,Employed
30.0,37957.3,15965.29,Yes,High School,Male,724.0,Employed
38.0,72953.41,17892.98,No,Masters,Female,762.0,Employed
,41264.01,12621.49,Yes,High School,Male,659.0,Employed
33.0,119322.29,20410.94,Yes,Bachelors,Male,636.0,Unemployed
26.0,49359.03,11605.32,Yes,Bachelors,Female,623.0,Employed
33.0,68491.34,12341.19,Yes,Bachelors,Male,745.0,Unemployed
39.0,100128.22,6399.68,No,High School,Female,713.0,Employed
45.0,62679.43,16149.68,No,Bachelors,Female,726.0,Employed
48.0,62814.38,22599.72,Yes,PhD,Female,729.0,Employed
28.0,18264.32,13759.56,Yes,Bachelors,Male,617.0,Employed
28.0,43804.42,23824.85,Yes,High School,Female,715.0,Unemployed
35.0,81230.74,9548.98,No,Bachelors,Male,,Employed
45.0,103456.7,8211.55,Yes,Bachelors,Female,774.0,Employed
25.0,52176.98,21942.73,Yes,High School,Male,685.0,Employed
32.0,73934.8,14154.37,No,PhD,Female,688.0,Employed
32.0,124169.07,10128.95,No,Bachelors,Female,741.0,Employed
,81336.03,,Yes,Bachelors,Female,721.0,Self-Employed
43.0,89521.5,16663.09,No,Bachelors,Male,657.0,Unemployed
47.0,54678.52,19726.21,No,High School,Male,698.0,Employed
51.0,101047.47,13345.52,Yes,Bachelors,Male,755.0,Employed
35.0,56153.78,,Yes,Bachelors,Male,668.0,Employed
26.0,52639.9,13632.38,Yes,Masters,Male,816.0,Employed
26.0,99587.57,14901.58,Yes,PhD,Male,719.0,Employed
20.0,57261.23,20632.09,Yes,Masters,Female,699.0,Employed
33.0,69926.5,7457.5,Yes,Masters,Female,767.0,Employed
34.0,102523.71,13117.31,No,Masters,Male,737.0,Employed
46.0,51717.58,16466.72,No,High School,Male,755.0,Employed
38.0,65263.83,22727.59,Yes,PhD,Female,639.0,Unemployed
33.0,57795.78,11655.3,Yes,Masters,Female,728.0,Employed
37.0,63425.43,10932.98,Yes,Masters,Male,755.0,Self-Employed
28.0,70784.84,18325.09,Yes,Masters,Female,729.0,Self-Employed
48.0,96801.96,3614.12,Yes,Bachelors,Male,761.0,Self-Employed
30.0,102845.82,12166.87,Yes,High School,Male,796.0,Employed
27.0,73116.79,17953.35,No,High School,Male,758.0,Unemployed
46.0,55468.35,16763.68,No,Masters,Female,723.0,Self-Employed
44.0,83560.75,16010.95,Yes,High School,Male,803.0,Employed
21.0,70105.3,6799.24,No,Bachelors,Male,787.0,Employed
47.0,70757.95,8623.84,No,Masters,Female,771.0,Employed
31.0,49363.54,21713.35,Yes,Masters,Female,696.0,Employed
,37658.29,14528.09,Yes,Masters,Female,678.0,Employed
40.0,69621.6,13907.68,Yes,High School,Male,707.0,Employed
44.0,48610.82,11052.12,No,Masters,Male,740.0,Employed
42.0,59394.65,15092.57,Yes,High School,Female,695.0,Employed
38.0,99653.26,12558.17,Yes,Bachelors,Male,728.0,Employed
34.0,68596.86,19284.62,Yes,Bachelors,Female,737.0,Self-Employed
42.0,92141.85,9731.04,Yes,High School,Male,781.0,Self-Employed
37.0,75922.86,19174.19,Yes,Masters,Male,805.0,Employed
56.0,81676.73,23221.81,No,PhD,Male,722.0,Employed
44.0,58999.26,18089.22,No,PhD,Male,681.0,Employed
,93058.23,8829.9,Yes,High School,Male,760.0,Employed
33.0,76216.57,,Yes,Masters,Male,688.0,Employed
38.0,64711.96,12551.87,No,Masters,Male,666.0,Employed
51.0,76206.0,12383.42,Yes,High School,Female,783.0,Employed
52.0,55695.15,15675.93,No,Masters,Female,692.0,Unemployed
,64126.36,13763.8,Yes,Bachelors,Male,782.0,Self-Employed
29.0,68894.57,12679.75,Yes,High School,Male,659.0,Employed
27.0,59486.22,18429.85,Yes,Bachelors,Female,760.0,Employed
41.0,101174.4,15577.64,Yes,Bachelors,Male,816.0,Self-Employed
61.0,61696.34,5440.85,Yes,Masters,Female,654.0,Employed
43.0,111650.4,20115.37,Yes,Bachelors,Male,749.0,Employed
,71345.34,20995.18,Yes,Bachelors,Female,698.0,Self-Employed
31.0,65313.41,18007.24,Yes,Bachelors,Male,674.0,Employed
32.0,59911.44,18302.49,Yes,Masters,Male,873.0,Employed
30.0,78448.19,13888.3,No,Bachelors,Female,666.0,Self-Employed
34.0,87883.86,9018.2,No,Bachelors,Male,747.0,Employed
,19241.27,15888.14,Yes,Masters,Male,676.0,Employed
45.0,70097.67,22740.81,No,High School,Male,727.0,Employed
49.0,30238.09,16363.97,Yes,High School,Male,725.0,Self-Employed
43.0,89636.51,23307.58,Yes,Masters,Female,750.0,Self-Employed
18.0,89993.72,23549.92,Yes,High School,Male,718.0,Employed
27.0,70819.48,14819.98,Yes,Masters,Male,719.0,Employed
36.0,74167.89,12681.29,Yes,Bachelors,Male,737.0,Self-Employed
39.0,41404.69,12854.55,Yes,Bachelors,Male,744.0,Unemployed
47.0,59054.28,14367.86,No,Masters,Female,767.0,Self-Employed
38.0,57756.4,10130.19,Yes,High School,Male,699.0,Employed
39.0,61019.9,17784.24,Yes,PhD,Male,655.0,Employed
40.0,87443.48,19783.75,Yes,PhD,Male,681.0,Self-Employed
35.0,95634.09,5747.2,Yes,Masters,Male,744.0,Employed
39.0,82211.48,23920.74,Yes,Masters,Female,662.0,Employed
49.0,63531.87,12359.87,Yes,Bachelors,Male,660.0,Employed
37.0,55076.73,13523.47,No,Bachelors,Female,671.0,Employed
38.0,71810.48,16539.07,Yes,PhD,Female,687.0,Employed
38.0,,10807.71,Yes,Masters,Male,676.0,Employed
51.0,65580.35,12045.68,No,Bachelors,Male,723.0,Self-Employed
27.0,56818.68,10845.71,Yes,Bachelors,Male,713.0,Employed
56.0,82305.11,14992.05,Yes,Masters,Female,748.0,Employed
26.0,84270.49,12092.97,Yes,Bachelors,Male,,Unemployed
31.0,43761.33,16885.13,Yes,Masters,Female,756.0,Employed
45.0,62325.28,8421.05,Yes,PhD,Male,672.0,Unemployed
48.0,85558.03,,Yes,PhD,Male,821.0,Employed
24.0,89771.62,9364.77,Yes,Bachelors,Male,648.0,Employed
27.0,71291.34,20054.62,Yes,Bachelors,Male,722.0,Self-Employed
41.0,1400598.056378007,19063.76,Yes,Bachelors,Male,739.0,Employed
61.0,75050.76,,Yes,High School,Female,758.0,Employed
50.0,89086.17,19212.46,No,Bachelors,Female,632.0,Unemployed
36.0,47815.8,1948.24,No,Bachelors,Female,660.0,Employed
14.0,75352.11,9141.03,Yes,Bachelors,Female,713.0,Employed
39.0,52222.83,20165.51,No,High School,Male,690.0,Employed
42.0,91761.62,12294.11,No,Masters,Female,749.0,Employed
34.0,48833.06,22803.42,Yes,High School,Male,697.0,Employed
29.0,78169.78,18539.29,Yes,Bachelors,Female,754.0,Employed
40.0,52329.99,12854.13,Yes,Bachelors,Female,636.0,Employed
29.0,85048.48,12132.97,Yes,Bachelors,Female,780.0,Employed
57.0,78785.78,22516.42,Yes,Bachelors,Female,799.0,Employed
53.0,,12605.24,Yes,Bachelors,Male,783.0,Employed
45.0,109218.71,5699.09,Yes,Bachelors,Male,747.0,Employed
39.0,55949.44,10358.63,No,Bachelors,Male,661.0,Employed
31.0,88521.41,15616.57,No,Bachelors,Female,710.0,Unemployed
38.0,93440.25,11072.69,No,Bachelors,Male,703.0,Employed
54.0,88527.15,26952.41,Yes,Bachelors,Female,720.0,Employed
47.0,56453.02,11765.32,Yes,Masters,Male,696.0,Self-Employed
40.0,65308.04,11879.52,Yes,Masters,Male,734.0,Employed
47.0,57880.73,10073.98,Yes,Masters,Female,675.0,Employed
43.0,64054.0,19406.57,Yes,Masters,Female,654.0,Employed
42.0,53176.6,13605.12,Yes,Bachelors,Female,741.0,Employed
48.0,62735.14,19069.68,Yes,High School,Female,747.0,Employed
43.0,99352.54,20773.98,Yes,Masters,Female,664.0,Unemployed
47.0,63615.24,16816.88,Yes,PhD,Female,731.0,Self-Employed
40.0,72116.74,16542.52,No,Bachelors,Female,779.0,Employed
35.0,55491.37,8997.03,Yes,Masters,Male,720.0,Employed
33.0,69700.15,7427.79,No,Bachelors,Female,752.0,Self-Employed
31.0,86533.42,7518.68,Yes,Bachelors,Male,634.0,Employed
22.0,79788.98,15362.23,Yes,Bachelors,Female,709.0,Employed
29.0,,26522.05,No,Bachelors,Female,709.0,Unemployed
29.0,,12166.19,Yes,Masters,Male,749.0,Employed
33.0,54872.64,20124.55,Yes,High School,Female,727.0,Employed
54.0,61741.98,17626.44,No,High School,Female,763.0,Employed
36.0,100498.36,15169.23,Yes,Masters,Male,664.0,Employed
40.0,75975.71,13784.05,No,Bachelors,Male,685.0,Employed
41.0,41658.78,12849.12,No,High School,Male,761.0,Unemployed
54.0,,12756.63,Yes,PhD,Female,756.0,Employed
32.0,72191.85,18026.86,Yes,Bachelors,Female,689.0,Self-Employed
36.0,87806.4,19302.55,No,High School,Male,710.0,Self-Employed
37.0,101671.02,12879.96,No,Bachelors,Female,694.0,Employed
49.0,50448.02,12811.39,No,PhD,Male,633.0,Self-Employed
51.0,101664.67,12089.17,Yes,Masters,Female,729.0,Employed
43.0,68515.98,20000.78,Yes,Masters,Female,658.0,Employed
50.0,61721.6,19396.29,No,PhD,Female,711.0,Self-Employed
40.0,73093.27,22382.09,Yes,Bachelors,Male,686.0,Employed
36.0,46149.99,10941.15,Yes,Masters,Male,705.0,Employed
50.0,69601.43,11911.53,Yes,High School,Male,815.0,Employed
43.0,65146.16,23272.07,No,Bachelors,Female,630.0,Employed
31.0,51236.98,21619.68,Yes,High School,Male,829.0,Self-Employed
48.0,57072.17,10045.86,Yes,PhD,Female,718.0,Employed
36.0,92762.41,10526.24,No,Masters,Male,752.0,Employed
35.0,66446.44,16266.4,Yes,Masters,Female,645.0,Self-Employed
47.0,50385.39,21209.04,No,Masters,Female,778.0,Employed
37.0,78963.19,10479.02,Yes,PhD,Male,717.0,Self-Employed
42.0,85333.09,15434.32,Yes,Bachelors,Male,693.0,Employed
45.0,69959.97,20445.95,No,Bachelors,Female,689.0,Employed
30.0,45317.47,13985.56,No,Masters,Male,618.0,Employed
42.0,19069.83,14618.24,No,PhD,Female,670.0,Employed
51.0,51983.11,22106.89,No,Bachelors,Male,673.0,Employed
28.0,91085.17,12911.43,Yes,Masters,Female,669.0,Employed
42.0,89256.87,,Yes,Bachelors,Male,769.0,Employed
30.0,54079.06,14251.87,No,PhD,Female,737.0,Employed
48.0,65281.64,9572.86,Yes,Masters,Female,788.0,Employed
48.0,83956.06,17783.48,Yes,Bachelors,Female,639.0,Employed
34.0,67230.94,11918.14,Yes,Masters,Male,675.0,Unemployed
60.0,88726.4,9145.31,No,Bachelors,Male,735.0,Self-Employed
49.0,68055.49,24823.76,No,Bachelors,Female,686.0,Employed
45.0,79631.95,17096.57,No,PhD,Female,688.0,Unemployed
45.0,,13405.17,Yes,Bachelors,Female,736.0,Employed
48.0,54321.48,13496.27,Yes,Masters,Male,682.0,Employed
28.0,93313.95,22653.66,Yes,High School,Female,610.0,Employed
40.0,39960.63,23025.37,No,Bachelors,Male,686.0,Employed
42.0,58006.08,12275.81,No,High School,Female,781.0,Employed
34.0,68113.14,16322.76,No,Bachelors,Male,718.0,Self-Employed
43.0,87173.19,13163.77,Yes,Bachelors,Male,707.0,Employed
50.0,52422.31,18839.49,Yes,Bachelors,Male,748.0,Employed
34.0,72536.88,13230.82,Yes,PhD,Female,697.0,Employed
37.0,42269.61,5339.36,Yes,PhD,Female,596.0,Employed
30.0,,9843.18,Yes,High School,Female,644.0,Employed
20.0,,20209.07,Yes,Bachelors,Male,684.0,Employed
46.0,,11400.34,Yes,Bachelors,Male,721.0,Self-Employed
38.0,55452.28,18926.86,Yes,Bachelors,Female,778.0,Employed
38.0,86738.71,16857.25,Yes,Bachelors,Female,689.0,Unemployed
28.0,128872.95,11437.57,Yes,Masters,Female,776.0,Unemployed
36.0,81761.29,14225.54,No,High School,Female,768.0,Employed
49.0,55411.24,11873.18,Yes,Masters,Male,689.0,Employed
38.0,67028.45,13098.47,Yes,PhD,Female,,Employed
38.0,45462.93,6074.71,No,Masters,Female,742.0,Self-Employed
40.0,86102.64,14425.32,Yes,High School,Female,744.0,Employed
26.0,90922.1,12106.92,Yes,Bachelors,Male,711.0,Self-Employed
44.0,98125.59,15382.72,No,Bachelors,Female,752.0,Employed
25.0,63398.49,17634.99,Yes,Bachelors,Female,791.0,Unemployed
29.0,53849.5,18103.18,No,Bachelors,Male,833.0,Employed
28.0,99899.32,12163.01,No,High School,Female,736.0,Employed
36.0,97616.45,11778.75,Yes,Bachelors,Female,726.0,Employed
34.0,50242.51,14241.96,Yes,PhD,Male,702.0,Employed
38.0,62488.7,20469.46,Yes,PhD,Female,685.0,Employed
29.0,85790.44,12429.44,No,Masters,Male,640.0,Employed
48.0,64955.28,11578.95,Yes,Bachelors,Female,635.0,Employed
46.0,70632.89,9496.62,Yes,Bachelors,Female,754.0,Unemployed
36.0,40617.92,17537.99,No,Bachelors,Female,691.0,Self-Employed
33.0,47553.56,13543.48,Yes,Bachelors,Female,689.0,Employed
32.0,68171.28,9972.61,Yes,Masters,Female,725.0,Employed
35.0,56024.47,11015.7,Yes,Bachelors,Female,768.0,Self-Employed
24.0,47039.68,18345.39,No,Bachelors,Male,699.0,Employed
28.0,63717.12,15719.98,No,High School,Male,606.0,Employed
47.0,,11653.79,Yes,Bachelors,Male,656.0,Employed
41.0,70561.37,17871.7,Yes,High School,Male,817.0,Unemployed
54.0,89849.89,20174.88,Yes,Bachelors,Female,794.0,Self-Employed
35.0,63974.68,18280.83,Yes,Masters,Male,823.0,Employed
34.0,61478.34,16033.75,Yes,Masters,Male,717.0,Unemployed
34.0,91473.96,23386.46,Yes,High School,Female,671.0,Employed
35.0,84670.47,21621.64,Yes,Bachelors,Female,715.0,Employed
31.0,85960.15,15312.82,Yes,Masters,Male,691.0,Employed
41.0,19585.85,20046.34,No,Bachelors,Female,802.0,Employed
38.0,61033.9,18256.16,No,Masters,Female,707.0,Employed
33.0,58565.2,12331.5,Yes,Bachelors,Female,883.0,Self-Employed
51.0,53488.32,23002.39,Yes,Masters,Female,753.0,Employed
57.0,91071.81,23436.22,Yes,Bachelors,Male,790.0,Employed
50.0,59130.84,20989.17,Yes,Bachelors,Female,639.0,Employed
44.0,42192.19,18151.6,Yes,Masters,Female,822.0,Employed
46.0,74923.36,19728.3,Yes,Bachelors,Female,,Employed
57.0,69847.72,13326.17,Yes,Bachelors,Female,707.0,Employed
46.0,51551.45,20477.94,Yes,PhD,Male,671.0,Unemployed
32.0,90357.53,8550.69,No,High School,Female,654.0,Employed
42.0,80617.65,13369.8,No,Bachelors,Male,738.0,Self-Employed
44.0,80553.16,2459.98,No,High School,Female,669.0,Employed
28.0,79679.33,17000.96,Yes,Bachelors,Female,784.0,Self-Employed
,91791.89,20148.37,No,Bachelors,Male,704.0,Employed
49.0,66891.89,23245.92,No,Bachelors,Female,712.0,Employed
20.0,45168.87,13924.7,No,Bachelors,Male,667.0,Employed
25.0,65855.6,16158.79,Yes,High School,Male,754.0,Employed
36.0,36887.53,14927.98,No,High School,Male,702.0,Employed
42.0,48758.86,24042.75,Yes,High School,Female,685.0,Employed
24.0,102381.52,16659.22,Yes,High School,Female,673.0,Employed
37.0,47988.31,24272.35,Yes,Bachelors,Male,769.0,Employed
50.0,46521.01,21224.98,Yes,Masters,Male,724.0,Self-Employed
39.0,83392.44,18764.7,No,Masters,Female,701.0,Employed
47.0,87264.23,12216.51,No,Bachelors,Male,772.0,Unemployed
32.0,36673.78,,Yes,PhD,Female,731.0,Employed
30.0,74975.68,15445.75,Yes,Bachelors,Male,725.0,Unemployed
46.0,59032.14,15487.02,Yes,Bachelors,Female,690.0,Employed
42.0,76611.54,9181.48,Yes,Masters,Female,755.0,Employed
26.0,63946.54,20412.69,Yes,Bachelors,Female,757.0,Employed
30.0,42687.95,15919.17,Yes,Masters,Female,734.0,Self-Employed
54.0,60372.85,17937.08,Yes,Bachelors,Male,725.0,Self-Employed
29.0,82515.75,23493.78,No,Masters,Male,,Employed
47.0,108874.1,11118.44,Yes,Bachelors,Female,678.0,Employed
33.0,77796.99,4586.0,Yes,Bachelors,Female,704.0,Employed
38.0,62181.48,12069.49,No,Bachelors,Female,677.0,Employed
41.0,46407.05,23649.83,Yes,Bachelors,Female,729.0,Employed
17.0,66830.96,15042.09,Yes,Bachelors,Female,671.0,Unemployed
23.0,62431.13,14051.77,No,Bachelors,Male,704.0,Employed
39.0,76115.58,12416.45,No,Bachelors,Female,762.0,Employed
31.0,68807.5,14967.95,Yes,Bachelors,Male,,Employed
48.0,79591.59,12147.27,Yes,Bachelors,Female,762.0,Employed
22.0,62805.89,12540.37,No,Masters,Male,663.0,Self-Employed
44.0,104182.34,20231.38,Yes,High School,Female,729.0,Unemployed
24.0,81676.44,27954.57,No,Bachelors,Male,,Self-Employed
34.0,55866.11,10787.28,Yes,Bachelors,Male,773.0,Employed
27.0,90022.21,12319.38,Yes,Masters,Female,765.0,Self-Employed
57.0,46879.79,12210.92,No,High School,Female,677.0,Employed
25.0,52906.39,22955.26,No,Bachelors,Male,733.0,Unemployed
,53980.27,18791.98,Yes,Bachelors,Male,680.0,Unemployed
21.0,96567.59,13714.34,No,Masters,Male,750.0,Employed
54.0,66424.96,12487.6,Yes,Bachelors,Male,772.0,Employed
42.0,57426.28,22812.57,Yes,Bachelors,Male,718.0,Unemployed
39.0,73282.08,15205.76,Yes,Masters,Male,721.0,Employed
53.0,80841.36,14804.37,No,Bachelors,Male,716.0,Self-Employed
39.0,101783.63,4197.0,Yes,Bachelors,Male,693.0,Employed
40.0,40060.16,18979.1,Yes,Masters,Male,687.0,Self-Employed
39.0,95266.26,14964.09,No,Masters,Female,769.0,Unemployed
44.0,28653.1,15533.97,No,Bachelors,Female,708.0,Employed
33.0,88125.72,15515.08,Yes,High School,Male,727.0,Employed
36.0,93265.64,19700.58,No,High School,Female,750.0,Employed
46.0,94301.39,3837.06,Yes,Bachelors,Female,731.0,Unemployed
41.0,81376.76,9017.87,No,High School,Male,686.0,Employed
37.0,48697.94,24794.13,Yes,Bachelors,Male,717.0,Employed
24.0,84941.59,8867.21,Yes,Bachelors,Female,750.0,Employed
53.0,48649.88,11184.78,Yes,Bachelors,Male,737.0,Unemployed
31.0,51226.04,21254.72,No,Bachelors,Male,652.0,Employed
48.0,60874.69,15251.07,Yes,Masters,Male,648.0,Self-Employed
40.0,62676.98,15296.89,Yes,High School,Male,684.0,Self-Employed
25.0,74814.06,,Yes,Bachelors,Female,704.0,Employed
51.0,56091.99,12125.88,Yes,High School,Male,686.0,Employed
41.0,76593.91,12317.59,Yes,PhD,Female,633.0,Employed
51.0,42553.63,18802.56,No,Bachelors,Male,652.0,Employed
36.0,70776.27,15798.45,Yes,Bachelors,Female,701.0,Self-Employed
45.0,64550.85,20141.27,No,Bachelors,Female,803.0,Employed
20.0,90276.58,11776.92,Yes,Bachelors,Male,834.0,Employed
33.0,,15995.84,Yes,Masters,Female,751.0,Self-Employed
25.0,66600.82,14634.7,Yes,High School,Female,712.0,Self-Employed
,30810.26,13043.87,No,PhD,Male,722.0,Employed
43.0,40514.56,8589.08,Yes,Bachelors,Female,724.0,Unemployed
32.0,92474.88,12896.36,Yes,PhD,Female,734.0,Employed
47.0,67132.87,12305.76,Yes,High School,Female,,Self-Employed
29.0,104983.09,21264.99,Yes,High School,Male,697.0,Employed
47.0,87933.86,17836.07,No,Bachelors,Male,805.0,Unemployed
51.0,75103.42,17221.82,Yes,Bachelors,Female,658.0,Employed
48.0,72571.0,14089.88,Yes,Masters,Male,766.0,Employed
35.0,47022.19,10540.54,Yes,Bachelors,Female,631.0,Employed
17.0,57373.72,16113.28,Yes,High School,Male,742.0,Employed
44.0,,22090.77,No,High School,Female,638.0,Unemployed
37.0,63098.28,10707.68,No,Masters,Male,814.0,Employed
28.0,79365.61,17268.88,Yes,Masters,Male,682.0,Employed
32.0,90584.77,12733.73,Yes,PhD,Female,727.0,Employed
52.0,66406.87,14972.41,No,Bachelors,Female,767.0,Self-Employed
27.0,,14221.73,No,Masters,Female,1100.0,Employed
43.0,,17249.0,Yes,Bachelors,Female,725.0,Unemployed
40.0,86697.72,14219.33,Yes,Masters,Female,706.0,Employed
34.0,85070.01,12484.37,No,Masters,Male,770.0,Unemployed
44.0,113741.58,7115.59,Yes,Bachelors,Male,771.0,Unemployed
54.0,73537.19,16100.65,No,Bachelors,Female,738.0,Employed
35.0,,18053.03,No,Bachelors,Female,653.0,Self-Employed
36.0,79346.51,15312.69,Yes,Bachelors,Female,,Employed
44.0,64240.9,14635.62,Yes,Bachelors,Male,716.0,Self-Employed
47.0,52293.69,22433.43,Yes,High School,Female,783.0,Employed
37.0,71775.61,23104.72,Yes,Masters,Female,651.0,Employed
35.0,79156.23,20357.67,Yes,Bachelors,Male,707.0,Unemployed
16.0,80481.85,16673.67,Yes,Masters,Male,785.0,Self-Employed
30.0,78881.33,15485.28,Yes,Bachelors,Female,709.0,Employed
27.0,91277.78,9732.35,Yes,PhD,Female,720.0,Unemployed
45.0,80410.4,5470.59,No,Bachelors,Male,628.0,Self-Employed
36.0,75412.01,21854.23,No,Bachelors,Male,697.0,Employed
35.0,44688.28,,Yes,Masters,Female,748.0,Employed
38.0,74917.57,31958.72,Yes,Bachelors,Male,680.0,Employed
29.0,66582.99,12080.98,No,High School,Male,632.0,Employed
54.0,47567.71,17134.82,No,Bachelors,Male,672.0,Employed
51.0,80017.4,20109.99,Yes,Masters,Male,783.0,Employed
54.0,80363.94,11735.82,Yes,Bachelors,Male,738.0,Employed
45.0,78508.07,,No,Masters,Male,765.0,Employed
38.0,81111.9,,No,High School,Female,750.0,Employed
54.0,72478.27,12965.6,No,Bachelors,Male,,Employed
31.0,65065.44,16994.43,Yes,Bachelors,Male,771.0,Employed
29.0,105400.86,15274.19,No,Bachelors,Male,718.0,Unemployed
32.0,72964.71,4817.21,Yes,PhD,Male,707.0,Employed
43.0,19148.36,15551.21,Yes,Masters,Female,744.0,Unemployed
30.0,21445.79,16869.26,Yes,PhD,Female,781.0,Employed
36.0,94098.87,14796.75,Yes,Masters,Female,679.0,Employed
22.0,33320.09,23234.39,Yes,Masters,Male,743.0,Employed
43.0,59113.28,16739.78,Yes,Masters,Male,729.0,Employed
23.0,45683.91,15117.72,Yes,High School,Female,736.0,Employed
29.0,63948.55,19547.26,No,PhD,Male,705.0,Unemployed
50.0,77722.2,26332.4,Yes,Bachelors,Female,749.0,Employed
50.0,56706.87,14283.35,No,Bachelors,Male,785.0,Employed
42.0,53687.84,20268.5,Yes,Bachelors,Male,738.0,Unemployed
41.0,84585.62,24194.53,No,Masters,Male,631.0,Employed
33.0,122637.6,13846.23,Yes,Masters,Female,673.0,Unemployed
30.0,80808.5,9137.41,Yes,High School,Male,806.0,Self-Employed
34.0,51719.53,17191.58,No,Bachelors,Male,660.0,Employed
23.0,87422.76,21736.61,Yes,Masters,Male,657.0,Self-Employed
41.0,104882.77,13573.37,Yes,Bachelors,Male,691.0,Employed
38.0,91266.86,20478.14,Yes,Masters,Male,682.0,Employed
29.0,39125.76,10703.11,Yes,High School,Female,,Self-Employed
54.0,80568.97,13764.92,No,Masters,Male,743.0,Self-Employed
44.0,60819.23,14538.01,Yes,Masters,Female,741.0,Unemployed
45.0,71050.32,14304.0,No,Masters,Male,696.0,Employed
33.0,62517.03,10702.42,No,Masters,Male,693.0,Unemployed
38.0,84854.98,13323.02,Yes,Bachelors,Male,704.0,Employed
44.0,62941.02,5163.65,Yes,PhD,Female,782.0,Unemployed
40.0,98356.64,18464.83,Yes,High School,Male,698.0,Employed
54.0,69940.59,15180.64,Yes,Masters,Female,738.0,Employed
36.0,65530.43,20749.03,No,Bachelors,Female,714.0,Employed
33.0,81435.48,,No,High School,Female,,Employed
44.0,77144.2,6008.26,No,High School,Male,761.0,Unemployed
25.0,82008.35,16595.02,Yes,High School,Female,690.0,Unemployed
47.0,67335.27,,Yes,Bachelors,Female,732.0,Self-Employed
25.0,96689.92,20345.23,Yes,High School,Male,752.0,Employed
44.0,89805.28,13941.4,Yes,Bachelors,Male,742.0,Employed
32.0,69754.5,25076.0,Yes,High School,Female,736.0,Employed
,86453.54,10529.13,Yes,PhD,Female,723.0,Employed
47.0,64739.9,16231.38,Yes,Masters,Male,726.0,Employed
40.0,81405.35,17993.08,Yes,PhD,Male,,Employed
26.0,86506.35,13348.43,Yes,High School,Male,695.0,Employed
29.0,74994.33,8335.01,No,Bachelors,Female,690.0,Employed
31.0,53597.39,13998.87,Yes,High School,Female,719.0,Employed
19.0,46131.27,5905.26,Yes,Masters,Female,,Employed
49.0,75869.88,11507.72,Yes,High School,Female,733.0,Unemployed
39.0,55522.66,14109.41,Yes,High School,Male,749.0,Self-Employed
27.0,91086.5,20004.2,Yes,High School,Male,663.0,Employed
53.0,39824.71,16398.08,Yes,Masters,Male,738.0,Self-Employed
31.0,96344.79,12979.79,Yes,Bachelors,Female,736.0,Self-Employed
41.0,71019.32,12671.87,No,High School,Female,736.0,Employed
30.0,52914.45,12245.45,No,Bachelors,Male,741.0,Employed
18.0,60973.13,19597.93,Yes,Masters,Male,683.0,Self-Employed
24.0,65928.48,7577.06,No,Bachelors,Male,731.0,Self-Employed
34.0,79660.52,10765.64,No,High School,Female,732.0,Employed
47.0,45495.0,7552.82,Yes,Bachelors,Male,635.0,Unemployed
41.0,50818.14,17928.18,Yes,PhD,Male,791.0,Employed
39.0,63514.8,22571.28,Yes,Masters,Male,676.0,Employed
18.0,69385.44,17869.87,Yes,Masters,Male,732.0,Employed
51.0,84329.89,18230.97,No,PhD,Female,614.0,Employed
40.0,75384.66,12374.05,Yes,Bachelors,Female,774.0,Unemployed
37.0,62210.33,17439.26,No,High School,Female,690.0,Employed
49.0,74729.01,11245.07,Yes,PhD,Male,699.0,Employed
50.0,73309.68,12124.89,Yes,Bachelors,Female,671.0,Self-Employed
50.0,64965.39,14811.82,No,Bachelors,Female,695.0,Unemployed
36.0,72325.25,15211.04,No,High School,Male,726.0,Employed
28.0,26969.31,23961.58,Yes,Bachelors,Female,798.0,Unemployed
48.0,88669.7,19332.55,Yes,High School,Female,764.0,Unemployed
24.0,80959.0,15578.88,Yes,Bachelors,Male,762.0,Employed
57.0,,23547.21,Yes,Masters,Female,660.0,Self-Employed
38.0,53781.01,27016.54,No,Bachelors,Male,731.0,Employed
27.0,,15099.75,Yes,Bachelors,Female,699.0,Employed
26.0,31900.34,16914.64,Yes,PhD,Female,665.0,Self-Employed
25.0,34687.38,8807.02,No,Masters,Male,688.0,Employed
39.0,65261.04,15826.18,Yes,Masters,Female,721.0,Unemployed
38.0,58426.67,11609.33,Yes,Masters,Female,701.0,Employed
26.0,90946.8,5569.01,No,Masters,Female,736.0,Employed
34.0,93566.88,19948.16,No,Bachelors,Female,,Employed
24.0,95672.64,15531.78,Yes,High School,Male,839.0,Employed
44.0,81957.82,10654.41,No,High School,Female,731.0,Employed
37.0,82820.19,5862.65,No,Bachelors,Male,,Employed
34.0,44366.03,11955.84,Yes,Masters,Female,704.0,Self-Employed
25.0,97994.04,11629.29,No,Bachelors,Female,648.0,Employed
35.0,95037.84,14447.35,Yes,Bachelors,Female,643.0,Employed
34.0,42401.19,6284.32,Yes,Masters,Female,710.0,Unemployed
41.0,,17147.47,No,Bachelors,Female,731.0,Employed
40.0,59065.72,18207.02,Yes,Bachelors,Female,656.0,Employed
46.0,106992.3,8489.77,Yes,Bachelors,Female,675.0,Employed
33.0,50499.75,6526.27,Yes,Bachelors,Male,726.0,Employed
19.0,71851.83,20072.41,Yes,Bachelors,Female,667.0,Unemployed
48.0,73719.38,14255.12,Yes,High School,Male,765.0,Employed
29.0,68932.9,18198.21,Yes,Masters,Female,735.0,Employed
27.0,112967.12,15552.4,Yes,Bachelors,Female,698.0,Employed
38.0,103821.06,14558.86,Yes,PhD,Male,727.0,Employed
41.0,37247.95,,Yes,High School,Female,678.0,Employed
33.0,79742.48,19202.07,No,High School,Female,678.0,Self-Employed
33.0,69773.0,16923.56,No,Bachelors,Female,793.0,Unemployed
34.0,86685.84,17266.34,Yes,Masters,Female,803.0,Unemployed
52.0,74257.92,12829.58,No,High School,Male,698.0,Unemployed
38.0,53747.85,17771.66,Yes,High School,Male,721.0,Employed
28.0,49250.11,22767.43,No,Bachelors,Male,699.0,Employed
28.0,61961.87,20119.6,Yes,Bachelors,Female,776.0,Unemployed
35.0,67589.23,5638.99,Yes,Bachelors,Female,817.0,Employed
40.0,73878.15,17259.11,Yes,Bachelors,Male,690.0,Employed
43.0,58588.88,17670.03,Yes,High School,Female,658.0,Employed
39.0,104119.48,20663.64,Yes,High School,Female,765.0,Employed
30.0,80705.09,21190.24,Yes,Masters,Male,755.0,Employed
34.0,87479.15,17478.12,Yes,High School,Male,784.0,Employed
45.0,67225.39,,Yes,Masters,Female,731.0,Self-Employed
27.0,49249.47,14435.8,No,PhD,Female,617.0,Self-Employed
33.0,87666.82,11031.55,Yes,PhD,Female,661.0,Employed
44.0,50130.71,9170.79,Yes,Masters,Female,811.0,Unemployed
47.0,29543.72,21984.2,Yes,Bachelors,Female,717.0,Self-Employed
36.0,81312.46,12680.28,Yes,Masters,Male,676.0,Self-Employed
34.0,54887.74,24946.73,No,High School,Female,625.0,Self-Employed
25.0,63314.77,13076.72,No,High School,Male,744.0,Employed
43.0,83879.78,11428.78,Yes,Masters,Male,723.0,Employed
51.0,51392.42,18009.16,Yes,Bachelors,Female,658.0,Employed
64.0,37955.86,14607.22,Yes,Masters,Female,673.0,Employed
42.0,94388.47,16388.5,Yes,Masters,Male,680.0,Employed
37.0,68833.83,12304.11,Yes,Masters,Male,743.0,Employed
29.0,95146.89,12303.34,Yes,PhD,Female,805.0,Employed
,82522.66,12553.35,Yes,Bachelors,Male,703.0,Employed
40.0,83112.94,9789.1,No,High School,Male,802.0,Self-Employed
62.0,73268.7,19831.6,Yes,High School,Male,719.0,Employed
51.0,73252.13,16029.15,Yes,Bachelors,Female,679.0,Employed
49.0,92690.22,15767.32,Yes,Bachelors,Male,789.0,Employed
40.0,86289.44,18330.67,Yes,High School,Female,744.0,Employed
,58219.54,16785.14,Yes,Bachelors,Female,787.0,Employed
14.0,79860.02,26320.49,Yes,Bachelors,Female,739.0,Employed
46.0,57613.13,17132.74,Yes,Bachelors,Male,841.0,Employed
32.0,63747.88,4741.78,Yes,Masters,Male,734.0,Unemployed
31.0,81367.66,12530.56,Yes,High School,Female,746.0,Employed
35.0,57311.24,10338.55,No,Bachelors,Male,684.0,Employed
34.0,72952.26,17338.06,Yes,PhD,Male,768.0,Employed
31.0,77602.05,12932.84,No,PhD,Male,713.0,Unemployed
38.0,63213.31,17505.43,No,Bachelors,Female,755.0,Employed
,84393.68,11581.0,Yes,Masters,Male,792.0,Employed
39.0,,15970.49,Yes,Masters,Male,723.0,Employed
23.0,88852.61,12365.23,Yes,Bachelors,Female,755.0,Employed
36.0,72613.92,13302.89,Yes,Bachelors,Female,791.0,Employed
27.0,73456.92,16128.55,No,Masters,Male,,Employed
32.0,52024.9,17256.4,Yes,Bachelors,Female,727.0,Self-Employed
39.0,65307.52,22143.19,No,High School,Female,639.0,Employed
22.0,73897.13,,Yes,Bachelors,Male,713.0,Employed
30.0,90488.42,19716.07,Yes,Bachelors,Female,767.0,Employed
44.0,63566.31,17158.75,Yes,Masters,Male,628.0,Self-Employed
24.0,90414.18,12559.59,No,Masters,Female,677.0,Employed
,54887.57,18110.26,No,PhD,Male,657.0,Employed
50.0,76683.26,20970.01,Yes,Bachelors,Female,762.0,Employed
33.0,59864.48,20973.14,Yes,Bachelors,Male,745.0,Self-Employed
30.0,,15080.82,No,Masters,Male,778.0,Employed
40.0,97273.5,13281.56,Yes,Bachelors,Female,768.0,Unemployed
24.0,75714.14,18959.99,No,High School,Female,693.0,Employed
18.0,59298.56,2822.43,Yes,Masters,Female,713.0,Self-Employed
33.0,39660.52,22983.45,Yes,Bachelors,Female,701.0,Employed
37.0,77565.82,21139.88,Yes,Bachelors,Male,792.0,Employed
39.0,74150.75,13598.53,Yes,Masters,Male,747.0,Employed
32.0,87163.2,13343.42,No,Masters,Female,769.0,Self-Employed
51.0,40672.75,25380.14,Yes,Bachelors,Male,757.0,Employed
23.0,,9827.15,Yes,Bachelors,Male,695.0,Employed
27.0,78579.72,13690.15,No,Bachelors,Female,675.0,Employed
43.0,51960.59,23760.76,Yes,Masters,Male,745.0,Employed
26.0,72330.51,9634.37,Yes,High School,Male,794.0,Employed
,55461.02,15808.41,Yes,Bachelors,Male,737.0,Employed
39.0,53492.93,13805.44,Yes,Bachelors,Male,661.0,Employed
27.0,59387.9,25302.2,Yes,High School,Male,748.0,Self-Employed
37.0,64678.03,12284.54,Yes,Bachelors,Male,694.0,Self-Employed
,94774.7,8215.92,Yes,Bachelors,Male,632.0,Self-Employed
29.0,63564.57,16209.93,No,PhD,Female,801.0,Employed
17.0,53082.97,12284.91,Yes,Bachelors,Female,679.0,Employed
39.0,86257.81,17986.14,Yes,Masters,Male,785.0,Employed
26.0,90553.77,17168.75,Yes,Bachelors,Male,789.0,Employed
36.0,86388.96,9151.43,Yes,Bachelors,Female,740.0,Employed
33.0,97385.35,24199.36,Yes,PhD,Male,677.0,Employed
36.0,73845.19,11946.7,Yes,Bachelors,Male,779.0,Employed
37.0,73112.12,12480.71,Yes,Bachelors,Male,680.0,Employed
40.0,55922.5,17888.52,No,Bachelors,Female,718.0,Employed
31.0,97980.37,23164.52,Yes,Bachelors,Female,708.0,Self-Employed
50.0,68156.72,8569.98,No,Masters,Male,701.0,Self-Employed
20.0,63928.54,12688.37,Yes,High School,Male,732.0,Self-Employed
36.0,62139.84,19784.78,Yes,PhD,Female,636.0,Employed
46.0,82731.47,12136.6,Yes,Masters,Female,686.0,Employed
43.0,71670.9,15786.67,No,Masters,Male,675.0,Self-Employed
28.0,73790.03,12931.4,Yes,Bachelors,Male,747.0,Employed
30.0,63509.3,17473.97,Yes,Bachelors,Female,755.0,Employed
28.0,66033.99,8760.41,No,High School,Male,710.0,Self-Employed
44.0,67038.69,16582.94,Yes,PhD,Male,751.0,Employed
31.0,98431.41,17427.9,Yes,Bachelors,Male,,Employed
41.0,33975.37,18405.17,Yes,High School,Male,705.0,Unemployed
41.0,78963.83,12378.49,Yes,Bachelors,Male,,Employed
62.0,91763.25,22239.43,No,Masters,Male,731.0,Unemployed
41.0,33229.44,,No,Bachelors,Male,667.0,Employed
30.0,68570.43,11683.88,Yes,Masters,Male,767.0,Self-Employed
23.0,89642.22,27219.86,Yes,PhD,Male,648.0,Employed
35.0,54940.63,15144.6,Yes,Masters,Male,655.0,Employed
37.0,75370.82,20624.2,Yes,High School,Female,669.0,Employed
16.0,51360.44,15947.95,Yes,High School,Male,719.0,Employed
31.0,70661.7,23691.39,No,Bachelors,Female,798.0,Unemployed
41.0,95551.78,14039.05,No,PhD,Female,784.0,Employed
33.0,103912.22,16118.66,Yes,Bachelors,Female,674.0,Employed
48.0,75104.73,19372.64,Yes,PhD,Male,715.0,Employed
22.0,44420.69,22664.44,Yes,Bachelors,Male,658.0,Self-Employed
45.0,63790.57,5774.53,No,Masters,Female,685.0,Employed
47.0,33736.61,17591.56,Yes,Bachelors,Male,816.0,Employed
48.0,64120.27,10735.87,No,Bachelors,Male,710.0,Unemployed
22.0,89293.97,14724.73,No,High School,Male,779.0,Employed
41.0,42742.35,12321.01,No,Bachelors,Male,761.0,Self-Employed
,65858.52,3793.85,Yes,Masters,Female,686.0,Self-Employed
24.0,53676.24,20289.06,No,High School,Female,677.0,Employed
34.0,105873.78,8439.56,No,Bachelors,Female,718.0,Employed
29.0,77973.73,14653.13,No,High School,Male,713.0,Employed
47.0,87007.48,14464.11,Yes,High School,Female,765.0,Employed
43.0,75851.91,11023.51,Yes,Bachelors,Female,706.0,Self-Employed
26.0,85219.68,18193.96,Yes,Bachelors,Male,764.0,Employed
31.0,91612.82,13172.82,Yes,Bachelors,Female,687.0,Employed
34.0,70766.05,11422.97,Yes,Bachelors,Male,721.0,Employed
37.0,59376.28,7723.12,No,High School,Male,670.0,Unemployed
48.0,51295.14,10374.54,Yes,Bachelors,Female,635.0,Self-Employed
45.0,105174.64,17112.97,No,Bachelors,Male,674.0,Employed
39.0,86413.57,5006.4,Yes,High School,Female,745.0,Employed
35.0,25535.96,23390.0,Yes,Masters,Female,788.0,Employed
20.0,65107.52,14239.75,Yes,Bachelors,Female,713.0,Self-Employed
51.0,78321.67,10661.7,Yes,Bachelors,Female,743.0,Employed
34.0,103445.12,17975.66,No,Bachelors,Female,704.0,Employed
54.0,47946.49,12909.77,Yes,PhD,Male,696.0,Employed
40.0,78527.01,19450.21,No,Masters,Male,776.0,Employed
58.0,62005.4,9687.26,Yes,Bachelors,Female,785.0,Employed
44.0,46061.37,10049.92,No,High School,Female,791.0,Self-Employed
24.0,96908.6,17978.97,No,Masters,Male,762.0,Employed
32.0,50716.59,20990.84,No,Bachelors,Female,704.0,Unemployed
36.0,89415.68,15977.3,Yes,Masters,Male,691.0,Self-Employed
29.0,,16153.69,No,Masters,Female,637.0,Employed
34.0,60199.73,10829.44,No,Bachelors,Female,817.0,Employed
24.0,81440.68,12422.29,Yes,Masters,Male,646.0,Employed
38.0,84335.55,11714.01,Yes,Bachelors,Female,722.0,Self-Employed
40.0,78737.64,21476.88,Yes,Masters,Female,640.0,Employed
28.0,89708.38,21953.55,Yes,High School,Male,774.0,Unemployed
57.0,64227.97,17602.06,Yes,Masters,Female,739.0,Employed
39.0,97847.75,25054.28,No,Masters,Female,786.0,Self-Employed
30.0,77132.34,18091.01,Yes,Masters,Female,731.0,Employed
22.0,84696.13,20913.08,Yes,High School,Female,755.0,Employed
39.0,77271.84,13905.4,Yes,High School,Female,738.0,Employed
35.0,79828.72,14212.87,Yes,PhD,Male,783.0,Self-Employed
46.0,49977.09,14217.71,No,Bachelors,Male,738.0,Employed
37.0,51166.93,10317.83,Yes,Masters,Male,770.0,Unemployed
26.0,59176.35,12795.78,Yes,Bachelors,Female,821.0,Employed
55.0,,16645.22,Yes,Bachelors,Male,680.0,Employed
42.0,58227.73,12005.14,No,Bachelors,Female,,Employed
35.0,64078.48,,Yes,Masters,Male,782.0,Self-Employed
40.0,68547.18,11296.91,No,Masters,Female,732.0,Self-Employed
43.0,98357.43,11066.5,Yes,Bachelors,Male,734.0,Self-Employed
24.0,82055.71,15063.64,Yes,Bachelors,Male,753.0,Self-Employed
40.0,40773.89,4788.16,Yes,High School,Female,732.0,Unemployed
33.0,73193.79,20395.9,Yes,High School,Female,641.0,Employed
43.0,63931.56,18530.83,Yes,PhD,Female,733.0,Self-Employed
31.0,65433.47,19080.51,Yes,Bachelors,Male,665.0,Employed
32.0,70012.89,18719.28,No,Bachelors,Male,747.0,Employed
55.0,92516.83,14426.5,Yes,High School,Female,743.0,Employed
50.0,53729.89,16220.12,Yes,Masters,Male,736.0,Employed
5.0,74077.67,16948.85,Yes,Masters,Male,714.0,Employed
50.0,75812.71,7744.31,No,Bachelors,Male,825.0,Employed
37.0,65572.5,16008.24,Yes,Bachelors,Male,832.0,Employed
31.0,57233.55,13114.51,Yes,Masters,Female,631.0,Unemployed
28.0,54893.26,24234.38,Yes,Bachelors,Male,696.0,Employed
29.0,61587.22,,No,Bachelors,Male,806.0,Self-Employed
31.0,,14371.29,Yes,Masters,Male,771.0,Employed
27.0,62833.25,8897.5,Yes,PhD,Male,707.0,Employed
24.0,68017.22,13044.25,No,High School,Male,781.0,Self-Employed
28.0,46860.58,4428.65,Yes,High School,Male,681.0,Self-Employed
41.0,60513.02,24295.76,Yes,Bachelors,Male,685.0,Employed
39.0,74587.12,17918.31,Yes,PhD,Male,721.0,Employed
44.0,36655.54,13165.0,Yes,Masters,Female,,Employed
37.0,90897.86,17520.74,Yes,High School,Female,742.0,Employed
,58142.77,10196.71,No,PhD,Female,734.0,Employed
43.0,105259.75,,Yes,Bachelors,Male,728.0,Employed
28.0,78399.69,9458.03,Yes,Bachelors,Male,711.0,Self-Employed
44.0,33303.04,7346.04,Yes,Bachelors,Female,700.0,Employed
26.0,75550.56,18821.57,No,Bachelors,Female,720.0,Employed
31.0,,14474.63,No,High School,Female,737.0,Employed
34.0,75799.68,6354.34,Yes,Bachelors,Male,680.0,Employed
45.0,102334.72,10861.06,Yes,High School,Male,652.0,Employed
40.0,84099.44,21526.51,Yes,Bachelors,Male,724.0,Self-Employed
38.0,65485.48,11382.12,Yes,High School,Female,729.0,Employed
57.0,,18110.0,Yes,Bachelors,Male,703.0,Self-Employed
20.0,87455.56,11319.3,No,PhD,Female,693.0,Self-Employed
28.0,80194.67,16218.37,Yes,Masters,Female,729.0,Employed
27.0,,17622.49,Yes,Masters,Male,718.0,Employed
20.0,67142.74,11693.95,Yes,Bachelors,Male,717.0,Employed
31.0,75902.18,14331.01,Yes,Masters,Male,818.0,Self-Employed
,65074.73,16540.79,Yes,Bachelors,Male,629.0,Employed
32.0,71736.96,12161.12,Yes,Masters,Male,656.0,Employed
35.0,39709.55,13953.3,Yes,PhD,Male,,Employed
21.0,76365.38,10281.88,No,Bachelors,Male,755.0,Employed
30.0,77647.9,,Yes,Bachelors,Female,685.0,Self-Employed
33.0,59922.96,20380.61,Yes,Masters,Female,661.0,Employed
44.0,82133.12,9182.62,Yes,High School,Female,711.0,Self-Employed
21.0,87451.24,11471.07,Yes,High School,Female,711.0,Employed
33.0,98003.29,4780.51,Yes,Bachelors,Female,634.0,Unemployed
49.0,49598.96,17559.14,No,Bachelors,Female,741.0,Self-Employed
34.0,83387.7,7003.52,Yes,High School,Male,712.0,Self-Employed
17.0,96757.99,17511.74,Yes,Bachelors,Male,745.0,Employed
51.0,62984.1,17852.47,Yes,Masters,Female,,Employed
45.0,97898.38,19549.52,Yes,Bachelors,Female,608.0,Employed
47.0,55481.86,16843.99,Yes,Masters,Female,718.0,Employed
21.0,71394.17,7454.11,No,Masters,Female,,Employed
53.0,35459.34,14338.46,Yes,Bachelors,Male,697.0,Employed
30.0,32654.81,,Yes,Bachelors,Male,734.0,Employed
33.0,38932.5,17663.79,Yes,Masters,Male,703.0,Employed
31.0,98374.67,17853.48,Yes,Bachelors,Male,685.0,Employed
47.0,54488.22,12863.46,No,Bachelors,Male,708.0,Self-Employed
36.0,54538.98,14457.83,Yes,High School,Male,679.0,Self-Employed
43.0,78164.99,14506.67,Yes,Bachelors,Female,725.0,Employed
39.0,55128.92,8669.2,No,Bachelors,Male,692.0,Self-Employed
37.0,94099.81,10166.31,No,Bachelors,Male,705.0,Employed
29.0,107272.9,14639.63,Yes,High School,Female,646.0,Employed
56.0,25566.74,10809.4,Yes,Bachelors,Female,663.0,Unemployed
23.0,80405.23,7686.38,Yes,Bachelors,Male,738.0,Employed
42.0,28790.36,7404.43,Yes,Bachelors,Male,783.0,Employed
42.0,42797.42,18475.2,No,Masters,Male,720.0,Employed
50.0,79552.96,16773.34,Yes,Bachelors,Female,804.0,Self-Employed
52.0,51126.05,15740.4,No,Masters,Male,748.0,Employed
37.0,75218.41,13364.5,Yes,Bachelors,Female,707.0,Employed
43.0,70621.21,12090.49,Yes,Bachelors,Female,796.0,Employed
,37038.73,4918.72,Yes,High School,Male,680.0,Employed
37.0,83148.26,17969.04,Yes,Masters,Female,738.0,Employed
27.0,,12965.3,No,Bachelors,Female,730.0,Employed
34.0,70776.53,18107.67,No,High School,Female,600.0,Employed
25.0,57039.01,10310.96,Yes,Bachelors,Female,706.0,Employed
42.0,77793.4,,Yes,Masters,Male,807.0,Employed
49.0,44122.1,15937.26,Yes,High School,Male,696.0,Self-Employed
37.0,49839.45,14395.38,No,Masters,Female,694.0,Self-Employed
22.0,76418.55,9902.93,Yes,Masters,Female,747.0,Employed
48.0,90603.04,15826.3,No,Bachelors,Male,608.0,Employed
20.0,60457.39,18082.66,Yes,Bachelors,Male,759.0,Self-Employed
23.0,79140.22,3794.99,No,Bachelors,Male,700.0,Unemployed
36.0,74099.16,14325.82,Yes,High School,Female,667.0,Employed
41.0,78286.09,14406.57,Yes,Bachelors,Female,765.0,Unemployed
42.0,56164.33,17256.81,Yes,High School,Female,741.0,Employed
37.0,67015.06,6612.88,Yes,Masters,Female,794.0,Self-Employed
56.0,69235.31,19000.59,No,High School,Male,739.0,Self-Employed
39.0,99967.75,,Yes,Bachelors,Male,728.0,Employed
48.0,47910.08,18874.26,No,High School,Male,732.0,Employed
46.0,41924.2,11692.21,No,Masters,Female,713.0,Employed
25.0,129987.79,20611.5,No,Bachelors,Female,672.0,Employed
36.0,76179.39,10935.42,Yes,Bachelors,Male,754.0,Employed
59.0,80970.13,4432.74,Yes,High School,Female,714.0,Employed
33.0,82843.35,16554.21,Yes,Bachelors,Male,763.0,Self-Employed
31.0,85437.7,14694.16,Yes,Masters,Male,686.0,Self-Employed
40.0,,21100.09,No,Masters,Female,678.0,Unemployed
33.0,85529.14,9828.39,Yes,High School,Female,725.0,Employed
30.0,92540.4,13272.13,Yes,PhD,Male,723.0,Employed
33.0,73347.83,12821.0,Yes,Bachelors,Female,731.0,Employed
52.0,91444.49,19016.53,Yes,High School,Female,,Employed
37.0,107839.73,9578.18,No,Bachelors,Male,777.0,Employed
25.0,73918.32,21366.55,Yes,Bachelors,Male,631.0,Employed
23.0,79615.71,11323.02,Yes,Bachelors,Female,692.0,Employed
60.0,58403.79,12786.54,Yes,Bachelors,Male,725.0,Employed
36.0,66703.46,15209.47,Yes,Bachelors,Female,725.0,Employed
42.0,77057.06,9926.96,Yes,High School,Male,707.0,Employed
30.0,62215.32,16957.81,Yes,Masters,Male,672.0,Employed
41.0,71849.57,16313.99,No,High School,Female,581.0,Employed
53.0,76826.56,11901.87,Yes,PhD,Male,760.0,Employed
31.0,100412.45,16425.79,Yes,Bachelors,Male,729.0,Employed
43.0,52724.15,16565.19,Yes,High School,Female,766.0,Employed
24.0,78403.26,17856.16,Yes,High School,Male,619.0,Employed
58.0,57916.71,20506.24,No,Bachelors,Male,670.0,Employed
41.0,85320.73,17085.42,Yes,Bachelors,Female,710.0,Employed
34.0,86909.99,17424.21,No,Masters,Male,644.0,Employed
35.0,103549.23,9483.54,Yes,High School,Female,701.0,Employed
33.0,61486.24,7332.21,No,High School,Male,764.0,Employed
33.0,72911.19,12235.78,No,Bachelors,Male,679.0,Unemployed
14.0,,16637.06,Yes,PhD,Female,782.0,Employed
37.0,83172.74,17076.01,Yes,Bachelors,Female,680.0,Employed
37.0,20244.02,2371.74,No,High School,Female,759.0,Self-Employed
43.0,56251.07,,Yes,High School,Male,680.0,Employed
33.0,81402.33,20629.96,Yes,Masters,Male,788.0,Self-Employed
30.0,65804.08,26298.02,Yes,Masters,Female,737.0,Self-Employed
38.0,86229.02,22206.04,Yes,Masters,Male,742.0,Employed
22.0,90841.48,12392.75,Yes,Bachelors,Female,671.0,Employed
39.0,65730.19,12100.62,Yes,High School,Female,686.0,Employed
19.0,82016.46,17458.82,Yes,Bachelors,Male,740.0,Employed
49.0,99122.84,19044.61,Yes,Bachelors,Female,749.0,Employed
45.0,,20616.86,Yes,Bachelors,Female,671.0,Employed
29.0,54587.06,17987.73,No,Bachelors,Male,784.0,Employed
45.0,66297.33,8874.23,Yes,Bachelors,Male,729.0,Self-Employed
39.0,70549.61,8041.5,No,Bachelors,Male,746.0,Employed
28.0,51295.48,22295.23,Yes,Bachelors,Female,737.0,Self-Employed
18.0,91399.89,14173.71,Yes,Bachelors,Male,653.0,Employed
41.0,57100.89,10156.49,Yes,Masters,Male,,Employed
30.0,67971.51,9338.3,Yes,Masters,Male,794.0,Self-Employed
49.0,91436.81,12285.17,Yes,Bachelors,Male,705.0,Unemployed
38.0,60980.14,22969.38,Yes,High School,Female,819.0,Employed
31.0,63267.84,13782.8,Yes,High School,Male,728.0,Employed
56.0,76761.0,18615.36,Yes,PhD,Female,730.0,Unemployed
44.0,61821.72,16748.12,Yes,Bachelors,Male,710.0,Employed
1.0,100652.22,14709.1,Yes,High School,Male,712.0,Employed
33.0,51691.1,5129.22,Yes,Masters,Female,816.0,Employed
24.0,24103.74,19184.43,No,PhD,Female,762.0,Self-Employed
30.0,86859.93,,No,Masters,Female,727.0,Unemployed
37.0,62848.63,6719.76,Yes,Bachelors,Male,696.0,Unemployed
42.0,53847.39,5766.55,Yes,Masters,Female,697.0,Employed
41.0,77678.28,17943.97,Yes,Bachelors,Male,710.0,Employed
49.0,78387.82,19030.65,Yes,Bachelors,Male,669.0,Employed
44.0,54762.33,3574.37,No,Masters,Female,731.0,Self-Employed
44.0,93737.79,12388.89,Yes,Bachelors,Female,795.0,Unemployed
40.0,87237.54,16818.82,No,High School,Male,782.0,Self-Employed
,109491.47,15774.47,No,Bachelors,Female,624.0,Unemployed
35.0,60827.32,,Yes,Masters,Female,726.0,Employed
35.0,73125.37,14579.37,Yes,PhD,Female,610.0,Employed
19.0,74666.64,19733.72,No,Masters,Female,763.0,Employed
49.0,63461.05,17185.26,Yes,Bachelors,Female,717.0,Employed
37.0,78064.38,18235.5,No,Masters,Male,824.0,Employed
67.0,79568.49,12815.78,Yes,PhD,Female,,Employed
34.0,79577.59,8637.66,Yes,Bachelors,Male,673.0,Employed
39.0,63470.14,16214.62,No,PhD,Male,650.0,Employed
43.0,65813.56,19001.52,Yes,Bachelors,Female,723.0,Employed
27.0,58658.1,11611.58,Yes,High School,Female,,Employed
42.0,54983.56,16165.79,Yes,Bachelors,Male,699.0,Self-Employed
38.0,68721.02,14985.38,No,PhD,Male,710.0,Employed
35.0,100330.64,6687.38,No,Bachelors,Female,682.0,Employed
50.0,110780.98,,Yes,High School,Male,730.0,Employed
29.0,96277.16,15871.04,No,Masters,Male,697.0,Self-Employed
41.0,60722.43,12675.74,Yes,Bachelors,Male,693.0,Self-Employed
53.0,78153.44,20462.13,Yes,High School,Female,661.0,Employed
31.0,29061.73,8768.59,Yes,Masters,Male,805.0,Unemployed
35.0,66899.93,25756.09,Yes,Masters,Female,676.0,Employed
61.0,62228.93,14981.22,Yes,PhD,Female,756.0,Employed
43.0,107486.74,14040.45,No,High School,Female,708.0,Employed
33.0,75208.19,19576.05,Yes,Bachelors,Male,736.0,Self-Employed
46.0,71014.43,7520.98,No,PhD,Male,717.0,Employed
32.0,68631.32,26384.63,Yes,Masters,Male,695.0,Self-Employed
22.0,64182.75,11589.08,Yes,High School,Male,710.0,Unemployed
52.0,80631.14,19435.34,No,PhD,Male,669.0,Self-Employed
27.0,56751.95,15011.31,Yes,High School,Male,806.0,Self-Employed
63.0,80997.36,9910.12,No,PhD,Female,705.0,Employed
,98635.13,20092.54,No,PhD,Male,751.0,Employed
59.0,72252.81,17645.59,Yes,High School,Female,,Employed
24.0,63713.38,30252.3,No,Bachelors,Male,745.0,Employed
48.0,68493.59,16936.26,No,Bachelors,Female,745.0,Employed
43.0,1400598.056378007,11832.3,Yes,High School,Male,659.0,Employed
46.0,72784.35,5724.85,Yes,Masters,Male,635.0,Employed
48.0,57813.32,11280.61,No,Bachelors,Male,628.0,Self-Employed
33.0,86173.07,16281.37,No,Masters,Female,670.0,Employed
25.0,55786.17,13130.97,Yes,Bachelors,Female,744.0,Employed
37.0,65331.45,18816.16,Yes,Masters,Female,852.0,Self-Employed
40.0,74583.26,16812.16,No,Masters,Male,814.0,Unemployed
33.0,53859.39,8763.95,Yes,High School,Male,791.0,Employed
41.0,34271.78,12953.86,Yes,Bachelors,Male,665.0,Employed
41.0,78988.87,10672.12,Yes,Bachelors,Male,772.0,Employed
29.0,,16723.75,Yes,Bachelors,Male,726.0,Employed
42.0,51468.76,17155.72,Yes,Bachelors,Female,652.0,Self-Employed
35.0,85563.72,,Yes,High School,Male,805.0,Employed
31.0,78383.99,6800.72,No,High School,Female,693.0,Employed
46.0,66841.39,29061.11,Yes,High School,Female,809.0,Employed
30.0,52090.11,16612.8,Yes,High School,Male,752.0,Unemployed
33.0,61379.68,16601.23,No,Masters,Female,,Employed
39.0,81529.73,5628.05,Yes,Bachelors,Male,651.0,Employed
52.0,67352.67,18619.84,Yes,Bachelors,Male,735.0,Employed
40.0,45296.83,20318.41,No,Bachelors,Female,781.0,Unemployed
43.0,52401.46,16691.09,Yes,Bachelors,Male,726.0,Employed
35.0,61307.55,15670.27,Yes,PhD,Male,771.0,Employed
37.0,77339.63,15680.83,Yes,Masters,Female,720.0,Unemployed
38.0,72091.23,10559.11,No,Masters,Female,696.0,Self-Employed
41.0,45070.92,11516.67,Yes,Bachelors,Male,706.0,Employed
35.0,96941.13,13849.63,Yes,Bachelors,Female,743.0,Employed
51.0,55141.98,20498.13,Yes,Masters,Female,697.0,Self-Employed
34.0,78820.93,16337.27,Yes,High School,Male,693.0,Unemployed
21.0,51052.73,11292.98,No,Bachelors,Female,646.0,Self-Employed
65.0,119638.63,11765.51,Yes,Masters,Female,729.0,Employed
35.0,96500.34,4189.19,Yes,Bachelors,Female,697.0,Self-Employed
51.0,54511.73,17249.16,Yes,High School,Female,653.0,Unemployed
52.0,71769.21,13951.36,Yes,Masters,Male,699.0,Unemployed
47.0,49415.45,15934.26,Yes,Bachelors,Female,723.0,Self-Employed
36.0,62880.28,30155.22,Yes,Masters,Female,738.0,Employed
41.0,78458.93,12763.59,Yes,Bachelors,Female,751.0,Employed
25.0,86900.95,16072.07,No,Bachelors,Female,728.0,Self-Employed
58.0,45232.27,11843.81,Yes,Masters,Female,679.0,Employed
29.0,,14163.93,Yes,Masters,Male,740.0,Employed
,88835.31,10132.02,No,Bachelors,Female,681.0,Employed
39.0,96478.26,9507.99,Yes,Bachelors,Male,690.0,Employed
37.0,54537.46,5977.09,No,Bachelors,Female,685.0,Employed
31.0,89137.1,9584.29,Yes,High School,Female,696.0,Self-Employed
52.0,45288.15,16166.28,Yes,Masters,Male,763.0,Self-Employed
48.0,64049.98,13433.8,Yes,High School,Male,745.0,Employed
41.0,47111.84,13900.6,Yes,High School,Male,752.0,Employed
34.0,,12748.77,Yes,Bachelors,Male,778.0,Self-Employed
49.0,108185.45,15770.33,Yes,Bachelors,Female,665.0,Employed
33.0,68901.98,15463.49,Yes,High School,Female,721.0,Self-Employed
54.0,64361.37,15155.21,Yes,Bachelors,Male,713.0,Self-Employed
,58704.51,13371.15,Yes,PhD,Male,736.0,Employed
50.0,64003.64,18647.9,Yes,PhD,Male,735.0,Employed
37.0,53829.84,4967.27,No,Masters,Female,644.0,Employed
39.0,72736.07,11180.48,Yes,Bachelors,Male,782.0,Employed
50.0,69348.12,11010.2,No,Masters,Female,693.0,Self-Employed
60.0,60851.85,,Yes,Bachelors,Male,730.0,Employed
54.0,59094.62,12304.89,Yes,Bachelors,Female,741.0,Self-Employed
47.0,73656.72,,No,Bachelors,Male,719.0,Unemployed
44.0,55413.5,15864.9,Yes,High School,Female,663.0,Employed
33.0,65197.29,19000.35,No,PhD,Male,727.0,Employed
41.0,60975.63,18696.61,No,Masters,Male,718.0,Employed
29.0,25878.08,19644.53,Yes,High School,Male,718.0,Unemployed
,87201.83,15594.05,Yes,Bachelors,Female,709.0,Employed
42.0,33346.97,16403.63,No,Masters,Male,754.0,Employed
18.0,34634.34,13703.32,No,Masters,Female,801.0,Self-Employed
38.0,87906.74,13368.76,Yes,Masters,Female,809.0,Employed
42.0,47830.71,10130.59,No,Masters,Female,758.0,Employed
37.0,28470.34,18465.89,Yes,High School,Male,754.0,Employed
42.0,96747.51,6015.97,No,Bachelors,Male,643.0,Employed
25.0,,8463.95,Yes,Bachelors,Male,727.0,Self-Employed
30.0,94294.65,24335.55,Yes,Masters,Female,743.0,Employed
48.0,51694.58,14421.17,Yes,Bachelors,Male,616.0,Employed
38.0,37130.37,15700.24,No,High School,Female,816.0,Employed
41.0,63567.12,8939.2,No,PhD,Female,716.0,Employed
33.0,45839.9,17427.44,No,PhD,Male,677.0,Employed
38.0,78085.07,21872.08,No,Masters,Male,668.0,Employed
15.0,83523.12,22253.32,No,High School,Female,732.0,Employed
46.0,88594.14,7417.49,No,Masters,Female,741.0,Self-Employed
56.0,63767.62,20842.63,No,Masters,Male,787.0,Self-Employed
27.0,97606.74,15051.32,Yes,PhD,Female,676.0,Self-Employed
29.0,51446.42,2365.58,Yes,Bachelors,Female,717.0,Employed
42.0,72682.03,7300.37,No,Masters,Female,711.0,Employed
53.0,67232.83,5596.09,No,Masters,Male,698.0,Self-Employed
38.0,109452.52,18009.32,Yes,Bachelors,Male,683.0,Self-Employed
26.0,94155.93,14066.16,Yes,Bachelors,Male,818.0,Employed
36.0,70643.13,,Yes,Bachelors,Male,764.0,Self-Employed
28.0,73968.91,14525.88,Yes,High School,Male,725.0,Self-Employed
31.0,,23781.88,No,Bachelors,Male,741.0,Self-Employed
,54968.26,13527.16,No,Masters,Male,768.0,Self-Employed
29.0,29338.71,,Yes,Masters,Male,685.0,Unemployed
30.0,50646.96,18151.91,Yes,Bachelors,Female,674.0,Employed
39.0,,8929.47,Yes,Bachelors,Female,706.0,Self-Employed
40.0,97215.22,17823.2,No,Bachelors,Female,767.0,Employed
24.0,90715.48,19598.71,Yes,High School,Female,831.0,Employed
42.0,69122.79,20000.27,Yes,PhD,Male,710.0,Unemployed
34.0,79331.61,14269.48,Yes,Bachelors,Male,664.0,Employed
45.0,55821.92,19683.83,No,Masters,Female,734.0,Unemployed
46.0,111770.6,17454.97,No,High School,Male,714.0,Employed
33.0,94261.67,15339.4,Yes,Bachelors,Male,781.0,Employed
44.0,71071.01,19578.8,No,Bachelors,Male,726.0,Employed
30.0,68527.89,23721.43,Yes,Masters,Male,745.0,Employed
,84030.14,19616.66,Yes,Masters,Female,700.0,Unemployed
30.0,68856.51,14628.4,Yes,Masters,Female,731.0,Employed
42.0,,12559.02,No,PhD,Male,657.0,Employed
36.0,100665.27,17636.03,No,Bachelors,Female,705.0,Employed
28.0,93372.78,15771.42,Yes,Masters,Male,683.0,Employed
47.0,77440.08,20613.03,Yes,High School,Female,732.0,Unemployed
32.0,61607.89,10247.27,Yes,Bachelors,Female,,Employed
21.0,70196.34,20185.19,No,PhD,Female,658.0,Employed
,17122.37,8021.68,Yes,High School,Male,743.0,Employed
29.0,47852.2,14124.41,Yes,High School,Female,739.0,Employed
52.0,105341.97,17916.3,No,Masters,Female,768.0,Employed
51.0,80345.39,14438.25,Yes,Masters,Female,709.0,Employed
31.0,31026.02,17194.21,No,Masters,Male,694.0,Employed
34.0,53445.58,21928.32,Yes,High School,Male,680.0,Employed
33.0,31494.21,12164.1,Yes,Masters,Female,739.0,Employed
25.0,54390.83,7980.35,Yes,Masters,Female,740.0,Unemployed
29.0,66696.73,9325.24,Yes,Masters,Female,695.0,Employed
48.0,102032.1,14556.26,Yes,Masters,Female,711.0,Self-Employed
43.0,85702.2,21229.43,Yes,Masters,Female,736.0,Employed
41.0,63957.08,13430.87,Yes,PhD,Male,719.0,Employed
25.0,64939.56,25779.66,Yes,High School,Male,723.0,Employed
39.0,53989.34,8643.47,Yes,Bachelors,Female,791.0,Employed
15.0,91806.39,6256.59,No,Masters,Male,656.0,Employed
46.0,94190.85,16171.71,No,High School,Female,703.0,Employed
41.0,43234.61,12166.36,No,Masters,Male,795.0,Employed
25.0,35586.91,11237.45,Yes,Bachelors,Female,733.0,Self-Employed
54.0,63629.67,15106.44,Yes,Bachelors,Male,678.0,Unemployed
20.0,66081.76,8838.89,No,Masters,Female,735.0,Employed
43.0,75173.31,17727.27,Yes,PhD,Female,736.0,Employed
44.0,36506.01,15977.53,Yes,Masters,Female,768.0,Employed
26.0,55687.65,13210.03,Yes,High School,Male,761.0,Employed
38.0,68351.94,16054.68,No,Bachelors,Male,686.0,Unemployed
22.0,54423.98,24561.43,No,Bachelors,Male,726.0,Employed
10.0,87157.22,13770.21,No,High School,Male,749.0,Unemployed
27.0,107370.65,12546.42,Yes,Bachelors,Male,681.0,Employed
32.0,59227.19,18358.66,No,Bachelors,Male,723.0,Unemployed
44.0,87783.98,11683.16,Yes,High School,Male,637.0,Employed
39.0,62856.53,17406.63,Yes,High School,Female,728.0,Self-Employed
39.0,51396.57,,Yes,Masters,Female,730.0,Employed
28.0,55755.18,21997.83,Yes,Bachelors,Male,698.0,Employed
33.0,85372.58,13395.8,Yes,Masters,Male,763.0,Self-Employed
29.0,57167.52,8399.95,Yes,Bachelors,Male,771.0,Employed
26.0,61078.86,13714.52,Yes,Bachelors,Female,672.0,Unemployed
32.0,47123.36,15883.48,Yes,High School,Female,775.0,Unemployed
39.0,82678.58,11912.33,Yes,Bachelors,Female,723.0,Employed
32.0,79163.2,15660.16,Yes,Bachelors,Female,681.0,Employed
,99100.55,23714.3,Yes,Masters,Male,784.0,Employed
45.0,,12145.91,Yes,Bachelors,Male,725.0,Self-Employed
33.0,78258.17,10956.93,No,High School,Male,,Employed
25.0,81665.61,19692.2,No,High School,Female,687.0,Employed
44.0,64881.28,8804.88,Yes,Bachelors,Male,725.0,Employed
41.0,72202.31,15064.52,Yes,Bachelors,Male,742.0,Employed
41.0,88623.83,12381.27,No,High School,Female,772.0,Employed
44.0,53595.68,6733.27,Yes,High School,Male,740.0,Unemployed
43.0,104033.63,14286.0,No,PhD,Female,660.0,Employed
38.0,82759.68,11861.54,Yes,Bachelors,Female,691.0,Self-Employed
62.0,110423.26,17533.19,No,Masters,Male,832.0,Employed
25.0,46490.89,15999.4,Yes,Masters,Female,817.0,Employed
32.0,46488.42,15877.0,Yes,Masters,Female,733.0,Employed
48.0,77440.24,10257.44,Yes,High School,Male,758.0,Employed
39.0,72471.23,12172.13,Yes,Masters,Male,742.0,Employed
46.0,60858.83,16256.41,Yes,High School,Female,788.0,Employed
40.0,44612.75,10554.92,No,Bachelors,Male,754.0,Self-Employed
52.0,64644.99,14808.28,Yes,Masters,Male,730.0,Employed
28.0,74342.51,16749.31,Yes,Bachelors,Female,787.0,Employed
51.0,43830.08,18744.59,Yes,Bachelors,Female,741.0,Employed
50.0,61792.42,12297.99,Yes,Masters,Female,701.0,Self-Employed
26.0,77648.71,13040.1,Yes,High School,Female,759.0,Self-Employed
44.0,85753.94,15981.21,Yes,Masters,Male,757.0,Unemployed
38.0,64275.3,11336.82,No,Masters,Female,698.0,Self-Employed
32.0,53978.97,8084.51,No,Masters,Female,784.0,Unemployed
19.0,72304.34,16767.38,Yes,PhD,Male,751.0,Self-Employed
28.0,65864.69,13691.71,Yes,PhD,Male,719.0,Unemployed
45.0,40699.0,17679.34,Yes,Bachelors,Male,741.0,Self-Employed
46.0,60989.81,12138.53,Yes,High School,Female,779.0,Self-Employed
36.0,58204.37,15436.67,No,High School,Female,726.0,Employed
46.0,70455.66,5979.7,Yes,Bachelors,Female,706.0,Unemployed
47.0,55325.67,18038.84,Yes,Masters,Female,678.0,Employed
40.0,59031.15,12316.2,Yes,Bachelors,Female,608.0,Employed
31.0,66356.46,14303.88,Yes,Masters,Male,689.0,Employed
42.0,82767.79,14236.9,Yes,Masters,Female,694.0,Employed
43.0,71856.21,13261.93,Yes,Bachelors,Male,813.0,Employed
45.0,123297.91,15322.58,Yes,Bachelors,Female,640.0,Employed
47.0,44702.17,15067.38,No,Masters,Male,708.0,Employed
,88233.72,16096.17,Yes,Masters,Female,647.0,Employed
33.0,68438.41,,No,High School,Female,695.0,Employed
19.0,42115.54,18857.63,Yes,Bachelors,Female,849.0,Employed
45.0,62432.09,14379.68,Yes,High School,Female,629.0,Employed
36.0,39730.53,16702.44,Yes,Masters,Male,706.0,Employed
42.0,,14354.69,Yes,Masters,Male,637.0,Employed
23.0,63900.23,9672.47,Yes,PhD,Male,736.0,Self-Employed
52.0,56296.93,27656.74,No,Bachelors,Male,769.0,Employed
26.0,48797.51,15629.87,Yes,Bachelors,Male,637.0,Employed
,90334.06,7111.16,Yes,Masters,Male,765.0,Self-Employed
39.0,66805.96,14539.88,Yes,High School,Female,787.0,Employed
36.0,74190.0,13038.46,No,Masters,Female,770.0,Employed
35.0,73537.35,14188.76,No,Bachelors,Female,736.0,Unemployed
32.0,72161.4,6819.29,Yes,PhD,Male,651.0,Employed
51.0,,15149.79,No,Bachelors,Male,805.0,Self-Employed
38.0,100352.27,10636.83,No,Masters,Male,707.0,Employed
,114726.43,22378.49,Yes,Masters,Female,694.0,Self-Employed
34.0,98957.99,14465.73,Yes,High School,Male,761.0,Employed
39.0,70428.92,18594.54,Yes,Bachelors,Female,710.0,Self-Employed
47.0,69050.18,19420.59,Yes,Bachelors,Female,680.0,Self-Employed
32.0,91855.15,17232.12,No,Bachelors,Female,702.0,Self-Employed
33.0,54847.37,15811.85,No,Bachelors,Male,713.0,Employed
38.0,104206.29,20489.01,Yes,High School,Male,788.0,Employed
47.0,85828.45,11891.61,Yes,Bachelors,Male,731.0,Self-Employed
24.0,64405.37,18741.78,Yes,Masters,Male,777.0,Employed
43.0,75638.09,12921.93,No,Bachelors,Female,696.0,Employed
33.0,82537.68,15455.69,Yes,Masters,Female,675.0,Unemployed
35.0,61449.56,8949.92,No,High School,Female,772.0,Self-Employed
58.0,90687.32,8480.58,Yes,High School,Female,707.0,Self-Employed
36.0,95456.58,14621.54,No,Bachelors,Female,714.0,Unemployed
46.0,64747.22,20358.83,No,Bachelors,Male,772.0,Employed
45.0,60486.99,13986.42,Yes,Masters,Male,677.0,Employed
26.0,67891.78,23449.14,Yes,Bachelors,Male,738.0,Self-Employed
20.0,46863.43,16987.32,Yes,Masters,Male,713.0,Employed
46.0,36648.48,14158.62,No,Masters,Female,739.0,Employed
27.0,61334.73,22407.42,Yes,Bachelors,Male,756.0,Employed
21.0,50800.92,21544.86,Yes,High School,Male,821.0,Employed
48.0,105414.37,8191.15,No,Masters,Female,632.0,Employed
28.0,60875.83,14809.11,No,Bachelors,Female,692.0,Employed
30.0,79114.14,17565.69,No,Bachelors,Male,726.0,Employed
58.0,57435.84,18603.58,No,Masters,Male,712.0,Employed
21.0,105644.71,18044.82,No,Masters,Female,692.0,Employed
25.0,66121.89,14175.87,Yes,Masters,Male,627.0,Employed
33.0,45126.85,13447.32,Yes,Bachelors,Female,688.0,Unemployed
36.0,83405.08,14474.3,Yes,Bachelors,Male,736.0,Employed
29.0,75188.86,11251.88,No,Bachelors,Male,764.0,Self-Employed
26.0,94061.35,8178.06,No,Masters,Male,714.0,Employed
53.0,,17587.12,Yes,Masters,Female,738.0,Self-Employed
41.0,72157.53,17879.96,No,Masters,Female,,Self-Employed
44.0,39852.16,23781.19,No,Bachelors,Female,740.0,Employed
37.0,86709.74,12046.95,No,Bachelors,Male,658.0,Employed
41.0,71254.27,16828.7,Yes,Masters,Male,747.0,Employed
47.0,67516.04,13728.27,No,High School,Male,692.0,Employed
28.0,65414.18,14271.22,Yes,Masters,Male,694.0,Self-Employed
41.0,64354.42,11842.5,Yes,Masters,Female,716.0,Employed
45.0,86980.4,15240.51,No,Masters,Female,711.0,Employed
53.0,51488.22,21921.3,No,Masters,Male,689.0,Employed
,84869.87,12844.35,Yes,High School,Male,775.0,Employed
39.0,37893.11,,Yes,Bachelors,Male,733.0,Employed
49.0,31668.84,12019.66,No,Bachelors,Female,692.0,Employed
11.0,98214.56,7684.07,Yes,Bachelors,Male,697.0,Self-Employed
54.0,49542.38,14220.37,No,PhD,Female,721.0,Employed
31.0,72115.89,24570.22,Yes,Masters,Male,701.0,Employed
36.0,64639.9,10922.26,Yes,Masters,Male,677.0,Employed
42.0,76883.47,10167.51,No,Bachelors,Female,723.0,Employed
36.0,71027.98,10622.31,Yes,High School,Male,718.0,Employed
40.0,90860.2,24035.37,Yes,PhD,Female,713.0,Self-Employed
54.0,41416.04,20526.82,Yes,Masters,Female,789.0,Employed
34.0,83418.62,18168.55,Yes,Masters,Female,719.0,Employed
27.0,68973.93,21771.49,Yes,Bachelors,Female,674.0,Self-Employed
56.0,39354.82,19533.18,Yes,Bachelors,Male,,Employed
,59401.98,14458.82,Yes,PhD,Female,658.0,Self-Employed
57.0,37922.2,12749.42,Yes,High School,Female,786.0,Employed
47.0,36535.44,20143.34,Yes,Bachelors,Male,709.0,Employed
25.0,61267.29,15557.39,Yes,Masters,Male,684.0,Unemployed
44.0,93726.75,10416.36,Yes,High School,Male,704.0,Employed
28.0,76252.45,17620.41,No,Masters,Female,739.0,Employed
38.0,,13402.73,Yes,High School,Male,610.0,Employed
37.0,71519.02,20553.45,Yes,High School,Female,714.0,Self-Employed
22.0,100995.35,10161.41,Yes,Bachelors,Male,741.0,Self-Employed
30.0,98931.9,17840.32,No,Masters,Female,784.0,Employed
60.0,51000.04,15800.88,No,Bachelors,Male,648.0,Self-Employed
40.0,71420.01,15913.74,Yes,PhD,Female,620.0,Employed
36.0,55551.44,16390.26,Yes,Bachelors,Female,708.0,Employed
56.0,67103.64,14039.21,No,High School,Female,740.0,Employed
34.0,103164.24,17506.61,Yes,Bachelors,Male,688.0,Employed
37.0,57167.74,16406.1,No,Bachelors,Female,718.0,Employed
48.0,46276.83,15576.16,No,Bachelors,Female,732.0,Employed
34.0,47599.95,21032.06,No,Bachelors,Female,759.0,Employed
31.0,62090.65,8283.94,Yes,Bachelors,Female,762.0,Employed
15.0,144907.58,17933.58,Yes,High School,Male,667.0,Employed
29.0,99456.45,16105.37,Yes,Masters,Male,685.0,Employed
29.0,12540.98,17509.13,No,Masters,Female,646.0,Employed
40.0,69283.91,18012.14,Yes,Masters,Female,784.0,Employed
32.0,57420.82,18299.51,Yes,High School,Male,682.0,Employed
60.0,89726.45,13074.73,Yes,Masters,Female,704.0,Employed
27.0,46419.93,11741.44,No,Masters,Female,692.0,Employed
52.0,49271.24,17358.73,No,High School,Male,771.0,Employed
40.0,58570.28,22377.57,Yes,Bachelors,Female,673.0,Employed
46.0,56165.87,13965.81,Yes,High School,Female,796.0,Employed
45.0,83030.89,9937.11,Yes,Masters,Male,646.0,Self-Employed
16.0,63308.98,18952.96,Yes,Masters,Female,1100.0,Employed
38.0,90064.95,10830.96,Yes,Bachelors,Female,,Employed
35.0,53793.13,16564.24,No,Bachelors,Female,822.0,Employed
27.0,87315.18,9990.88,Yes,High School,Male,625.0,Self-Employed
43.0,46859.02,13559.01,Yes,Masters,Male,740.0,Employed
55.0,82295.07,14939.35,No,Bachelors,Female,717.0,Employed
11.0,60002.3,13519.73,No,PhD,Female,721.0,Employed
33.0,87832.71,16166.92,No,Bachelors,Male,809.0,Employed
26.0,21181.59,16600.14,No,Bachelors,Male,691.0,Employed
39.0,54334.88,12446.44,Yes,Bachelors,Female,742.0,Unemployed
35.0,93366.5,12248.99,Yes,Bachelors,Male,721.0,Unemployed
32.0,65963.13,21315.94,Yes,Bachelors,Female,694.0,Unemployed
45.0,35974.85,13813.63,Yes,Masters,Male,688.0,Unemployed
54.0,55860.24,16480.85,Yes,Masters,Female,736.0,Employed
65.0,77671.69,8140.88,Yes,Bachelors,Male,702.0,Employed
31.0,53781.76,,Yes,Masters,Male,702.0,Employed
20.0,93221.05,17283.39,Yes,Bachelors,Male,670.0,Employed
44.0,91702.02,4882.78,No,Bachelors,Male,688.0,Employed
54.0,83354.29,9943.69,Yes,Masters,Male,745.0,Employed
46.0,90616.81,11401.95,No,Bachelors,Male,693.0,Employed
54.0,59696.39,23550.48,No,Masters,Male,746.0,Employed
36.0,,27621.92,Yes,Masters,Male,760.0,Unemployed
32.0,91512.61,17658.04,Yes,Masters,Female,749.0,Employed
39.0,67422.45,20479.02,No,Bachelors,Female,778.0,Unemployed
35.0,37470.96,21242.77,Yes,Bachelors,Male,769.0,Employed
45.0,22665.19,9494.25,Yes,Masters,Male,764.0,Unemployed
48.0,89793.41,14636.43,No,Bachelors,Male,707.0,Employed
48.0,37778.72,14562.34,Yes,High School,Male,614.0,Employed
43.0,51573.96,21911.35,Yes,PhD,Female,655.0,Employed
40.0,79541.63,25483.11,Yes,Bachelors,Female,711.0,Unemployed
46.0,44004.77,26082.74,No,Bachelors,Female,743.0,Employed
18.0,118686.7,17494.64,No,PhD,Female,769.0,Employed
40.0,74748.97,16932.02,Yes,Masters,Female,687.0,Self-Employed
39.0,99561.86,12782.62,No,Masters,Male,755.0,Employed
40.0,90851.74,15299.16,Yes,Bachelors,Female,722.0,Employed
37.0,19240.67,20329.82,No,High School,Female,729.0,Employed
42.0,84889.1,19766.08,Yes,High School,Male,750.0,Employed
32.0,69677.28,17755.73,Yes,Bachelors,Female,765.0,Employed
49.0,68750.63,10779.45,No,PhD,Male,686.0,Employed
43.0,69492.01,24679.81,No,Masters,Male,703.0,Employed
40.0,91094.29,17362.69,No,Bachelors,Male,811.0,Self-Employed
31.0,102907.39,16005.0,Yes,Bachelors,Male,632.0,Employed
46.0,46157.57,19493.78,Yes,Masters,Female,791.0,Employed
40.0,71546.05,11815.62,No,PhD,Female,,Employed
30.0,98038.48,11334.15,Yes,Masters,Female,736.0,Self-Employed
37.0,65851.77,13163.71,Yes,PhD,Male,771.0,Unemployed
44.0,74059.62,9954.28,No,PhD,Male,813.0,Employed
44.0,74345.71,15585.5,Yes,Masters,Male,714.0,Employed
43.0,112295.41,4826.16,Yes,Bachelors,Male,815.0,Employed
39.0,84967.19,12610.71,No,Bachelors,Male,659.0,Employed
48.0,111412.41,5159.86,Yes,High School,Female,654.0,Employed
,104871.96,13710.96,Yes,Bachelors,Male,723.0,Unemployed
45.0,65459.17,13930.45,Yes,Bachelors,Male,646.0,Employed
32.0,76015.63,20861.35,Yes,Bachelors,Male,688.0,Employed
27.0,111043.11,16433.55,No,PhD,Male,689.0,Employed
33.0,47165.42,11113.84,Yes,Bachelors,Male,745.0,Unemployed
58.0,85222.25,13063.85,Yes,Bachelors,Female,729.0,Employed
41.0,85423.5,22160.83,No,Masters,Female,709.0,Employed
59.0,64471.98,9551.8,Yes,PhD,Female,755.0,Employed
37.0,62391.46,25688.05,Yes,Bachelors,Male,708.0,Employed
35.0,65135.81,17102.33,No,Bachelors,Male,807.0,Employed
37.0,84048.94,8519.82,Yes,Masters,Female,723.0,Employed
37.0,99459.29,9818.72,No,Masters,Male,793.0,Employed
30.0,84780.28,19158.2,Yes,High School,Male,733.0,Employed
27.0,44844.6,18691.57,Yes,High School,Female,747.0,Employed
43.0,100117.08,17150.35,No,Masters,Female,563.0,Employed
49.0,93858.55,15578.01,Yes,Bachelors,Female,692.0,Employed
62.0,65087.97,14479.26,Yes,Masters,Female,731.0,Employed
34.0,56910.47,11104.63,No,Bachelors,Female,692.0,Employed
34.0,51836.39,16942.96,Yes,Masters,Female,741.0,Employed
30.0,91486.74,23089.39,Yes,Bachelors,Male,639.0,Employed
49.0,32412.37,14848.15,Yes,Masters,Female,688.0,Employed
46.0,91977.4,16311.76,Yes,Bachelors,Male,647.0,Self-Employed
29.0,60973.41,20130.52,Yes,Masters,Female,718.0,Self-Employed
29.0,75698.11,12395.06,Yes,Masters,Male,760.0,Self-Employed
48.0,1572.41,17059.76,Yes,Bachelors,Female,795.0,Employed
42.0,34533.24,18998.61,Yes,Bachelors,Male,791.0,Employed
46.0,56412.6,11328.87,Yes,Masters,Female,762.0,Employed
29.0,51752.15,,Yes,Bachelors,Male,736.0,Employed
19.0,85168.49,13867.67,Yes,High School,Female,649.0,Employed
29.0,76064.03,,Yes,Bachelors,Female,818.0,Employed
45.0,108681.27,7656.76,No,Bachelors,Male,756.0,Employed
59.0,80266.62,16210.92,Yes,Masters,Female,732.0,Employed
34.0,56998.37,14070.4,Yes,Bachelors,Female,729.0,Employed
61.0,94466.93,13881.75,Yes,Bachelors,Female,785.0,Self-Employed
46.0,60738.73,16507.71,No,Masters,Female,660.0,Employed
24.0,59590.24,6519.65,Yes,Bachelors,Female,700.0,Employed
40.0,70042.46,20955.24,No,Bachelors,Male,608.0,Employed
47.0,102383.84,10545.67,No,Masters,Female,660.0,Unemployed
14.0,91021.01,16815.38,No,Masters,Male,814.0,Employed
44.0,,18513.06,Yes,High School,Male,728.0,Employed
50.0,109210.25,22305.05,No,Bachelors,Female,678.0,Employed
,89923.57,14828.02,No,Bachelors,Male,722.0,Employed
37.0,45430.92,7689.82,Yes,Bachelors,Female,771.0,Employed
36.0,80766.46,7045.85,Yes,Masters,Female,728.0,Employed
36.0,102463.16,21373.76,Yes,High School,Male,762.0,Employed
26.0,39635.5,12203.56,Yes,Bachelors,Male,659.0,Employed
31.0,69692.6,13111.57,Yes,Bachelors,Female,776.0,Employed
34.0,48642.97,9355.72,Yes,Bachelors,Male,811.0,Self-Employed
39.0,72569.4,13076.22,No,Bachelors,Male,651.0,Employed
,92704.71,23719.19,Yes,Masters,Male,753.0,Employed
29.0,96854.73,15162.8,Yes,Bachelors,Male,765.0,Employed
46.0,66316.26,10960.9,No,High School,Male,741.0,Employed
42.0,83227.76,20244.3,Yes,PhD,Female,,Employed
33.0,39918.73,2536.28,Yes,Masters,Male,657.0,Employed
43.0,35030.96,14951.82,Yes,Masters,Male,706.0,Self-Employed
33.0,92391.91,13219.75,Yes,Bachelors,Male,727.0,Employed
39.0,9470.65,13623.04,Yes,High School,Female,846.0,Self-Employed
48.0,56253.48,7813.26,Yes,Bachelors,Female,660.0,Employed
32.0,83538.14,14266.83,Yes,Masters,Female,781.0,Self-Employed
26.0,74412.43,13002.12,Yes,Masters,Female,748.0,Employed
37.0,13275.42,10219.27,Yes,Bachelors,Female,628.0,Employed
24.0,80513.16,12985.63,No,Masters,Male,756.0,Employed
35.0,52774.23,5312.16,No,Masters,Male,706.0,Self-Employed
35.0,72416.31,25879.82,Yes,Bachelors,Female,782.0,Employed
13.0,57520.01,-2134.92,Yes,High School,Male,717.0,Employed
43.0,56156.25,14259.52,No,High School,Female,772.0,Employed
36.0,34007.39,14172.25,Yes,Bachelors,Male,668.0,Employed
50.0,62819.43,12154.4,Yes,Bachelors,Male,732.0,Employed
40.0,,13806.38,No,Masters,Male,735.0,Employed
45.0,61547.28,18177.06,Yes,Masters,Male,687.0,Employed
50.0,62456.19,8711.74,Yes,Masters,Male,709.0,Employed
37.0,55909.82,6124.71,No,Masters,Female,702.0,Self-Employed
38.0,44277.65,12334.86,Yes,Bachelors,Male,771.0,Self-Employed
22.0,50044.35,1401.48,No,High School,Female,710.0,Self-Employed
50.0,74431.57,10619.57,Yes,PhD,Male,722.0,Unemployed
37.0,119184.94,12297.43,Yes,Bachelors,Female,776.0,Employed
28.0,89510.78,15458.73,Yes,Bachelors,Male,747.0,Employed
45.0,82400.77,21456.18,No,Masters,Female,729.0,Unemployed
16.0,109829.92,16488.97,Yes,High School,Male,,Employed
34.0,79358.57,16716.04,Yes,High School,Male,717.0,Unemployed
47.0,91492.56,11368.15,Yes,Masters,Female,746.0,Employed
34.0,74278.5,11947.24,Yes,Masters,Female,807.0,Employed
31.0,79040.45,12065.53,Yes,Bachelors,Female,605.0,Employed
34.0,41829.88,14359.1,Yes,PhD,Male,701.0,Employed
18.0,63800.59,12783.98,Yes,Bachelors,Female,693.0,Unemployed
45.0,58761.53,16611.36,Yes,Bachelors,Male,681.0,Employed
37.0,57700.71,18096.05,Yes,Bachelors,Female,634.0,Self-Employed
35.0,56526.81,21395.42,Yes,Bachelors,Female,,Employed
35.0,98620.21,16378.17,No,High School,Female,755.0,Self-Employed
38.0,62629.17,16614.1,Yes,High School,Female,1100.0,Employed
45.0,67110.82,20790.19,Yes,Bachelors,Male,709.0,Unemployed
37.0,115294.8,18603.08,Yes,Bachelors,Male,694.0,Employed
24.0,85509.16,13204.33,Yes,Bachelors,Female,672.0,Employed
44.0,70159.21,9785.49,Yes,Bachelors,Male,741.0,Employed
43.0,91167.79,12604.91,No,PhD,Male,677.0,Employed
,56617.77,10860.22,Yes,PhD,Female,754.0,Employed
49.0,61506.82,15591.01,Yes,Bachelors,Female,667.0,Unemployed
38.0,62766.75,17442.86,Yes,Bachelors,Female,797.0,Employed
49.0,74991.1,12968.73,No,PhD,Male,715.0,Employed
52.0,79334.27,13167.64,No,Masters,Male,698.0,Employed
44.0,51015.71,1745.56,Yes,Masters,Male,694.0,Employed
31.0,78139.77,12151.22,Yes,Masters,Male,780.0,Unemployed
37.0,82089.08,30685.13,Yes,Bachelors,Female,741.0,Unemployed
50.0,60646.0,20611.23,No,Bachelors,Female,822.0,Employed
23.0,66689.45,21655.33,Yes,PhD,Male,774.0,Self-Employed
34.0,47260.98,17431.44,No,Bachelors,Male,677.0,Employed
35.0,,19635.06,Yes,Bachelors,Male,716.0,Employed
,47057.57,13278.41,Yes,Bachelors,Female,728.0,Employed
47.0,84412.74,10935.85,No,High School,Male,730.0,Employed
42.0,80460.38,22434.42,Yes,Bachelors,Female,787.0,Employed
31.0,108550.89,9541.47,No,Bachelors,Male,704.0,Employed
44.0,70765.53,17452.18,Yes,PhD,Male,678.0,Employed
36.0,71034.2,23911.71,Yes,Bachelors,Female,752.0,Unemployed
29.0,76742.88,19832.83,No,Masters,Female,746.0,Employed
31.0,48660.81,13713.62,Yes,Bachelors,Male,691.0,Self-Employed
42.0,88068.1,21390.81,Yes,High School,Male,630.0,Employed
47.0,77641.69,16083.84,Yes,Bachelors,Female,821.0,Employed
33.0,51052.8,14331.08,Yes,High School,Male,791.0,Employed
,,18703.16,Yes,Bachelors,Female,678.0,Self-Employed
,85169.25,10596.32,No,Bachelors,Male,713.0,Unemployed
25.0,43370.84,7800.51,Yes,Bachelors,Male,719.0,Employed
42.0,91146.09,13828.68,No,PhD,Female,751.0,Employed
46.0,60995.15,11733.14,Yes,Bachelors,Male,706.0,Employed
37.0,8593.48,7719.12,No,Masters,Male,699.0,Employed
50.0,89439.27,15157.27,Yes,Masters,Female,714.0,Unemployed
60.0,96854.69,12292.61,Yes,Bachelors,Male,674.0,Employed
41.0,47529.08,10236.78,Yes,High School,Male,768.0,Self-Employed
36.0,36579.78,14918.32,Yes,Masters,Male,751.0,Self-Employed
48.0,96557.17,10260.49,Yes,Masters,Female,671.0,Employed
46.0,57652.77,20803.68,Yes,PhD,Male,737.0,Employed
13.0,96897.65,23897.99,Yes,Bachelors,Male,688.0,Employed
38.0,34160.76,18507.99,Yes,PhD,Male,727.0,Employed
34.0,98103.12,12862.41,Yes,Bachelors,Female,620.0,Employed
42.0,91467.05,17049.52,Yes,Masters,Female,708.0,Employed
36.0,80811.27,11654.71,Yes,Bachelors,Male,785.0,Employed
37.0,29914.84,18331.82,No,Bachelors,Male,667.0,Employed
29.0,62751.87,18609.94,Yes,Masters,Female,702.0,Employed
45.0,90150.25,18934.31,Yes,Bachelors,Male,783.0,Employed
55.0,36260.03,13156.35,Yes,Masters,Male,805.0,Employed
30.0,59553.05,,Yes,High School,Female,758.0,Self-Employed
24.0,77928.98,17457.86,Yes,Bachelors,Female,,Employed
38.0,46820.54,16318.16,Yes,PhD,Male,779.0,Employed
38.0,96010.05,15449.61,Yes,Masters,Male,635.0,Self-Employed
50.0,92052.15,9639.89,Yes,Bachelors,Male,748.0,Employed
26.0,74843.82,17081.85,No,PhD,Female,732.0,Employed
,78680.52,13598.04,Yes,High School,Female,668.0,Employed
17.0,59190.52,8584.97,Yes,Masters,Female,635.0,Employed
52.0,81794.16,11467.13,Yes,Masters,Male,761.0,Employed
41.0,58045.61,17156.04,No,Bachelors,Female,714.0,Unemployed
33.0,66064.38,12588.94,No,Masters,Male,727.0,Employed
25.0,60151.82,12135.73,No,High School,Female,751.0,Self-Employed
26.0,98710.51,4603.89,Yes,Bachelors,Female,806.0,Employed
42.0,,20455.52,No,Bachelors,Male,688.0,Self-Employed
27.0,49931.09,9487.42,Yes,Masters,Female,702.0,Employed
39.0,96752.49,15298.08,Yes,Bachelors,Male,,Employed
58.0,54039.64,12653.42,Yes,Bachelors,Female,687.0,Employed
35.0,107057.4,16327.19,Yes,Masters,Male,813.0,Employed
28.0,101419.01,16242.34,Yes,Bachelors,Male,769.0,Unemployed
42.0,113855.45,13976.35,No,Masters,Female,753.0,Employed
26.0,75858.9,16394.92,Yes,High School,Female,749.0,Employed
55.0,64390.23,15095.74,Yes,Bachelors,Female,715.0,Employed
52.0,63944.73,8136.39,Yes,Bachelors,Male,605.0,Self-Employed
36.0,77503.64,21032.81,Yes,Bachelors,Male,828.0,Employed
29.0,49719.65,22597.89,No,High School,Male,705.0,Employed
34.0,21807.34,10600.12,No,Bachelors,Male,763.0,Employed
35.0,62006.71,7258.36,No,High School,Female,771.0,Self-Employed
42.0,70818.56,21264.43,Yes,Masters,Female,714.0,Unemployed
48.0,81110.53,9638.81,Yes,Masters,Female,828.0,Employed
28.0,77944.49,21471.76,Yes,Bachelors,Male,776.0,Employed
48.0,72816.55,20822.57,No,PhD,Male,686.0,Self-Employed
44.0,93389.42,14209.66,Yes,Bachelors,Female,767.0,Self-Employed
33.0,52547.56,14120.98,Yes,Bachelors,Male,780.0,Employed
27.0,56559.51,10032.93,Yes,Masters,Female,720.0,Employed
39.0,112183.49,15329.34,Yes,Masters,Female,754.0,Employed
27.0,6324.61,17454.74,No,High School,Female,712.0,Employed
48.0,92380.64,16810.19,No,PhD,Female,698.0,Employed
27.0,81268.2,18061.52,Yes,Masters,Female,729.0,Employed
43.0,69972.33,20300.42,Yes,Bachelors,Male,729.0,Self-Employed
37.0,87923.41,14763.6,Yes,Bachelors,Male,709.0,Employed
32.0,84369.85,29103.11,Yes,Bachelors,Female,617.0,Employed
37.0,40814.01,17243.43,Yes,Masters,Female,800.0,Self-Employed
49.0,50521.58,16990.77,No,PhD,Male,786.0,Employed
26.0,60386.36,16954.3,No,High School,Male,680.0,Employed
34.0,27574.86,17023.57,No,High School,Male,,Employed
,69827.19,16995.39,Yes,PhD,Female,,Self-Employed
38.0,82750.26,,No,High School,Female,643.0,Employed
31.0,93314.65,2470.57,Yes,Masters,Female,670.0,Employed
20.0,71559.39,13782.0,Yes,Bachelors,Male,727.0,Self-Employed
27.0,55008.6,6762.78,No,High School,Male,741.0,Employed
54.0,74480.1,21820.54,Yes,Bachelors,Female,674.0,Employed
40.0,68425.44,,Yes,Bachelors,Male,,Unemployed
40.0,85701.63,,Yes,High School,Male,735.0,Unemployed
35.0,69092.37,11672.08,Yes,Masters,Female,689.0,Self-Employed
37.0,87789.11,8939.87,Yes,Masters,Male,746.0,Employed
34.0,64771.58,13478.09,Yes,Bachelors,Male,674.0,Employed
43.0,95804.53,4515.07,Yes,Masters,Female,823.0,Employed
39.0,73550.89,22632.04,Yes,PhD,Female,691.0,Employed
,58042.25,17110.6,Yes,PhD,Male,705.0,Employed
41.0,63337.3,11190.92,Yes,Bachelors,Female,668.0,Employed
13.0,84540.86,17864.85,No,Bachelors,Male,619.0,Employed
42.0,44585.51,16621.61,Yes,Bachelors,Female,741.0,Employed
24.0,67409.11,,Yes,Bachelors,Male,659.0,Employed
37.0,91384.13,18533.14,Yes,Bachelors,Male,732.0,Unemployed
26.0,80337.7,13936.61,Yes,Bachelors,Female,692.0,Employed
38.0,46983.76,20667.53,Yes,Masters,Male,781.0,Employed
44.0,76224.81,12572.96,Yes,High School,Male,719.0,Self-Employed
53.0,43159.91,8242.73,No,PhD,Male,643.0,Unemployed
23.0,73730.83,19881.5,Yes,PhD,Male,727.0,Employed
48.0,97596.95,13848.75,No,High School,Male,845.0,Employed
39.0,71468.0,14877.13,Yes,Masters,Female,710.0,Unemployed
33.0,47361.76,16329.78,Yes,Bachelors,Male,695.0,Unemployed
46.0,66180.21,10090.93,Yes,High School,Female,751.0,Unemployed
36.0,73889.35,13538.1,Yes,PhD,Female,690.0,Employed
45.0,91842.11,12325.98,No,Bachelors,Male,724.0,Employed
28.0,91662.57,13025.72,Yes,Bachelors,Male,730.0,Self-Employed
32.0,48215.27,21248.45,Yes,Bachelors,Female,670.0,Employed
47.0,63518.24,11121.11,Yes,Bachelors,Female,762.0,Employed
53.0,77873.37,10872.43,Yes,Bachelors,Female,776.0,Self-Employed
38.0,57904.62,21994.52,Yes,Bachelors,Female,682.0,Self-Employed
10.0,79967.66,10073.85,Yes,PhD,Female,758.0,Unemployed
36.0,43039.38,15319.59,No,Bachelors,Male,763.0,Self-Employed
38.0,75228.08,,Yes,High School,Female,719.0,Employed
36.0,90546.42,18390.86,Yes,Bachelors,Male,795.0,Employed
41.0,71079.01,7974.46,Yes,Bachelors,Female,802.0,Employed
33.0,73514.8,11423.01,Yes,Masters,Female,692.0,Self-Employed
46.0,86886.17,6277.59,Yes,Masters,Male,744.0,Employed
26.0,61117.92,19165.03,No,Bachelors,Male,747.0,Employed
50.0,82440.69,20244.14,Yes,Bachelors,Male,765.0,Employed
54.0,69388.79,20034.56,Yes,PhD,Female,747.0,Employed
29.0,51838.18,14876.11,Yes,Masters,Female,768.0,Employed
29.0,88046.25,13842.53,No,Masters,Male,737.0,Self-Employed
42.0,98018.5,12188.53,Yes,Masters,Female,839.0,Employed
26.0,93170.44,7387.27,Yes,Masters,Female,722.0,Employed
33.0,88045.11,17600.24,No,Bachelors,Male,675.0,Unemployed
49.0,80212.94,10148.62,Yes,Bachelors,Male,764.0,Self-Employed
45.0,77258.93,4769.25,Yes,High School,Female,707.0,Employed
58.0,68123.6,21574.06,Yes,PhD,Male,696.0,Self-Employed
40.0,56747.56,11913.23,Yes,Masters,Male,720.0,Employed
32.0,28682.11,16218.85,Yes,PhD,Female,741.0,Employed
39.0,38652.85,14277.23,Yes,Masters,Female,689.0,Employed
36.0,70291.55,20662.4,Yes,Masters,Female,759.0,Employed
37.0,44472.14,7641.86,Yes,Masters,Male,698.0,Unemployed
38.0,78281.85,,Yes,High School,Female,762.0,Employed
29.0,104947.77,14765.69,Yes,Bachelors,Male,723.0,Employed
41.0,5493.88,17272.42,Yes,Bachelors,Female,741.0,Self-Employed
24.0,50550.09,12977.32,Yes,PhD,Male,664.0,Employed
31.0,113717.57,,No,High School,Male,642.0,Employed
37.0,86684.5,19595.0,Yes,Masters,Male,747.0,Unemployed
15.0,67766.69,11253.6,No,Bachelors,Female,822.0,Employed
46.0,59362.21,12365.63,No,Masters,Male,685.0,Employed
17.0,81716.29,13788.75,No,Masters,Male,812.0,Employed
45.0,89584.1,7756.1,Yes,Masters,Male,745.0,Self-Employed
25.0,44612.25,13656.78,Yes,Masters,Male,699.0,Employed
34.0,99835.89,,Yes,High School,Female,706.0,Employed
43.0,77969.25,18432.88,Yes,Bachelors,Male,745.0,Employed
60.0,88762.85,12365.56,No,Bachelors,Male,798.0,Employed
39.0,90479.95,5575.76,No,Bachelors,Female,747.0,Employed
18.0,76245.42,15156.52,Yes,Masters,Female,721.0,Self-Employed
48.0,78908.62,12617.84,Yes,Bachelors,Male,741.0,Employed
36.0,80354.98,9066.8,Yes,Masters,Female,671.0,Self-Employed
39.0,62857.98,16615.05,Yes,Bachelors,Female,689.0,Employed
44.0,82969.29,16809.8,Yes,High School,Male,738.0,Employed
16.0,64808.81,18051.5,Yes,Bachelors,Male,732.0,Employed
38.0,70013.16,16885.87,Yes,Bachelors,Male,720.0,Employed
34.0,101278.21,18676.18,Yes,High School,Male,731.0,Employed
50.0,,16675.93,Yes,PhD,Male,712.0,Employed
45.0,78270.16,25113.5,Yes,Masters,Female,665.0,Employed
22.0,66504.5,22364.46,Yes,Bachelors,Male,676.0,Self-Employed
51.0,62683.47,16186.38,Yes,Bachelors,Female,752.0,Self-Employed
42.0,108574.24,6369.16,No,Masters,Female,804.0,Unemployed
23.0,40711.64,24350.97,No,Masters,Female,743.0,Employed
,71042.07,13664.78,No,Masters,Male,676.0,Self-Employed
48.0,45963.63,18132.24,No,Bachelors,Female,773.0,Self-Employed
,95087.86,17362.06,Yes,Bachelors,Female,724.0,Unemployed
52.0,68768.4,14416.05,Yes,Masters,Female,758.0,Employed
23.0,60623.74,12598.49,No,Masters,Male,726.0,Self-Employed
30.0,33299.77,13276.39,Yes,Masters,Male,775.0,Employed
29.0,101525.58,1596.43,Yes,PhD,Male,761.0,Employed
52.0,43443.9,9159.07,Yes,Bachelors,Female,658.0,Employed
33.0,79735.17,12545.73,Yes,High School,Female,763.0,Employed
26.0,88635.57,15250.81,Yes,Bachelors,Female,727.0,Employed
42.0,113477.95,17962.07,No,High School,Female,715.0,Self-Employed
45.0,58974.82,12125.97,Yes,Bachelors,Male,754.0,Employed
45.0,52890.33,18410.23,Yes,Bachelors,Female,745.0,Employed
35.0,61454.49,13857.02,Yes,Bachelors,Female,692.0,Employed
41.0,58233.18,13195.42,No,High School,Female,743.0,Employed
31.0,32327.64,15259.47,Yes,Masters,Female,647.0,Employed
55.0,102709.03,,Yes,Bachelors,Female,765.0,Employed
49.0,61638.99,13828.78,No,Bachelors,Female,742.0,Employed
49.0,66806.51,16824.84,Yes,Bachelors,Female,746.0,Employed
46.0,82549.14,18728.26,No,Masters,Male,698.0,Employed
43.0,97721.92,17724.23,Yes,Bachelors,Female,876.0,Employed
26.0,46788.67,11661.21,Yes,Masters,Female,775.0,Employed
44.0,77152.38,12601.98,Yes,Bachelors,Male,712.0,Unemployed
39.0,45684.31,17918.66,Yes,Masters,Female,751.0,Self-Employed
51.0,76672.97,14323.33,Yes,Bachelors,Male,748.0,Employed
46.0,75844.28,11103.55,No,Bachelors,Female,742.0,Employed
44.0,60539.76,15222.06,Yes,Masters,Male,556.0,Employed
21.0,74669.11,18889.17,Yes,High School,Male,736.0,Employed
37.0,75035.75,19570.24,Yes,High School,Male,772.0,Employed
32.0,68366.42,20105.51,Yes,Bachelors,Female,697.0,Employed
41.0,65908.02,15159.23,Yes,Bachelors,Female,645.0,Employed
34.0,42712.54,16910.09,Yes,Bachelors,Female,695.0,Employed
35.0,48185.7,20523.93,Yes,High School,Male,727.0,Employed
43.0,57715.5,11808.04,Yes,Masters,Female,809.0,Self-Employed
34.0,49826.44,19887.74,No,Bachelors,Female,732.0,Employed
39.0,58534.24,18490.0,No,Bachelors,Female,693.0,Unemployed
23.0,68476.87,18510.44,Yes,Masters,Female,775.0,Self-Employed
30.0,71765.0,6554.24,Yes,Bachelors,Female,706.0,Unemployed
45.0,,12253.26,Yes,Bachelors,Male,653.0,Employed
26.0,73137.67,11917.31,Yes,Masters,Female,683.0,Self-Employed
50.0,72380.16,22116.34,No,Bachelors,Female,753.0,Employed
48.0,80728.13,10579.17,Yes,Bachelors,Female,679.0,Employed
35.0,51662.24,9668.37,Yes,Bachelors,Male,771.0,Employed
68.0,53335.11,8921.89,Yes,PhD,Female,814.0,Employed
50.0,62535.78,13131.28,Yes,Masters,Male,791.0,Employed
29.0,56055.92,17015.78,Yes,Bachelors,Female,697.0,Employed
45.0,34938.61,24180.75,Yes,Bachelors,Male,660.0,Unemployed
39.0,81519.74,13090.18,Yes,Masters,Female,611.0,Employed
30.0,50033.63,11210.37,Yes,Masters,Male,701.0,Self-Employed
27.0,106232.13,22794.18,No,High School,Male,617.0,Employed
48.0,73307.35,23558.57,Yes,Masters,Female,740.0,Self-Employed
32.0,39965.48,6204.1,No,Masters,Female,799.0,Employed
37.0,83338.67,12412.09,Yes,PhD,Male,738.0,Employed
29.0,70665.56,16079.91,Yes,Masters,Male,695.0,Employed
31.0,75819.63,15937.88,No,Masters,Male,785.0,Employed
37.0,60048.67,26079.05,Yes,Bachelors,Male,692.0,Employed
42.0,51375.08,12244.45,Yes,Masters,Female,703.0,Employed
12.0,40774.59,9264.13,Yes,High School,Male,713.0,Employed
38.0,44359.98,11129.69,No,Masters,Male,678.0,Employed
31.0,42638.0,20448.54,No,Bachelors,Male,718.0,Unemployed
52.0,62851.98,14933.56,No,Bachelors,Female,775.0,Employed
67.0,68967.85,23005.28,Yes,PhD,Male,722.0,Self-Employed
34.0,39058.39,18230.92,Yes,High School,Male,653.0,Employed
21.0,88053.56,11609.34,No,Bachelors,Female,,Unemployed
39.0,72832.89,19314.01,Yes,Bachelors,Male,743.0,Employed
36.0,118542.34,21012.67,Yes,Masters,Female,703.0,Employed
58.0,61898.02,22291.69,No,Bachelors,Female,714.0,Employed
55.0,114659.43,7982.78,Yes,Bachelors,Male,780.0,Employed
47.0,84919.7,16403.41,Yes,Bachelors,Male,706.0,Employed
32.0,30813.14,9425.83,No,High School,Female,737.0,Self-Employed
45.0,46186.58,13522.46,Yes,Bachelors,Female,732.0,Employed
41.0,76359.02,13832.37,Yes,Bachelors,Female,642.0,Employed
40.0,35048.17,,No,Masters,Male,663.0,Self-Employed
22.0,52074.87,17402.5,Yes,Bachelors,Female,714.0,Employed
49.0,38153.25,11981.58,Yes,High School,Male,753.0,Employed
39.0,112774.24,21089.17,Yes,Bachelors,Male,806.0,Self-Employed
37.0,91972.56,21667.57,No,High School,Female,642.0,Employed
32.0,63220.34,15932.16,Yes,Bachelors,Female,647.0,Employed
30.0,100248.05,23626.18,Yes,Bachelors,Male,716.0,Unemployed
41.0,95158.16,14604.2,Yes,Bachelors,Female,750.0,Self-Employed
21.0,96206.8,5747.76,Yes,Bachelors,Male,674.0,Self-Employed
46.0,58813.38,10391.48,Yes,Masters,Female,738.0,Employed
27.0,63822.28,12780.03,No,Bachelors,Male,763.0,Employed
17.0,48068.15,19601.55,No,Bachelors,Male,761.0,Self-Employed
56.0,67725.71,10092.66,Yes,High School,Female,832.0,Employed
29.0,53748.85,14694.49,Yes,Masters,Male,690.0,Employed
31.0,48517.41,27394.0,Yes,Bachelors,Female,602.0,Employed
49.0,92631.95,16160.27,Yes,Masters,Male,685.0,Employed
57.0,83432.22,23039.08,Yes,Bachelors,Female,770.0,Employed
23.0,52351.72,9008.08,Yes,High School,Male,777.0,Employed
28.0,88909.07,4891.37,Yes,Masters,Male,,Self-Employed
29.0,76176.36,6954.61,Yes,Masters,Male,794.0,Employed
47.0,63692.72,20417.51,No,High School,Female,641.0,Self-Employed
54.0,101815.22,13834.58,Yes,Masters,Female,702.0,Self-Employed
27.0,76107.65,13360.58,Yes,Bachelors,Female,747.0,Employed
52.0,105550.42,23613.82,Yes,Bachelors,Male,701.0,Employed
31.0,81318.09,20441.42,No,Masters,Female,746.0,Employed
41.0,83037.45,17331.66,Yes,Masters,Male,699.0,Self-Employed
25.0,48482.96,20992.34,Yes,Masters,Female,729.0,Self-Employed
37.0,58857.93,14233.79,No,High School,Male,655.0,Employed
37.0,99149.28,16743.91,Yes,Bachelors,Male,799.0,Employed
35.0,93238.73,8940.99,Yes,Bachelors,Female,713.0,Employed
42.0,62833.34,11178.88,Yes,High School,Female,704.0,Unemployed
28.0,42941.25,13665.84,No,Masters,Female,745.0,Employed
29.0,103195.48,14869.34,Yes,Masters,Male,654.0,Employed
42.0,91332.85,19934.36,No,High School,Male,711.0,Employed
51.0,47111.5,21191.37,Yes,Bachelors,Male,659.0,Employed
38.0,47109.04,29296.47,Yes,Bachelors,Male,682.0,Unemployed
43.0,106671.04,26503.06,Yes,Masters,Female,717.0,Employed
46.0,59847.66,20722.76,Yes,Masters,Male,744.0,Self-Employed
46.0,60203.3,7560.13,Yes,PhD,Male,694.0,Employed
28.0,,22159.97,No,PhD,Male,705.0,Self-Employed
30.0,77109.4,24456.45,Yes,PhD,Female,757.0,Self-Employed
31.0,41994.49,15700.06,Yes,High School,Female,706.0,Employed
57.0,74751.92,6524.13,Yes,Masters,Female,683.0,Employed
43.0,41865.25,16032.48,Yes,Masters,Male,741.0,Employed
43.0,42005.93,19471.38,Yes,Bachelors,Male,721.0,Self-Employed
42.0,42687.3,16230.09,Yes,High School,Male,715.0,Self-Employed
25.0,43456.51,12973.51,No,Bachelors,Female,778.0,Self-Employed
57.0,84447.28,14623.84,Yes,Bachelors,Female,698.0,Employed
43.0,84453.82,21459.15,Yes,Bachelors,Male,754.0,Unemployed
45.0,66745.95,17374.43,No,Masters,Male,609.0,Employed
20.0,57368.76,22365.51,Yes,Masters,Female,705.0,Employed
46.0,97635.95,20444.5,Yes,Bachelors,Male,723.0,Self-Employed
34.0,83896.79,14030.95,Yes,High School,Female,712.0,Employed
25.0,46426.29,,No,Masters,Male,683.0,Employed
28.0,77011.2,22518.34,Yes,High School,Female,644.0,Unemployed
25.0,75979.73,15753.17,Yes,Bachelors,Male,690.0,Employed
,84369.02,18365.27,Yes,Bachelors,Male,694.0,Unemployed
39.0,124980.15,7399.91,Yes,Bachelors,Male,730.0,Self-Employed
34.0,53631.36,12792.49,Yes,PhD,Male,770.0,Employed
41.0,81088.46,14262.61,Yes,Masters,Male,665.0,Employed
55.0,99920.39,9884.89,Yes,Bachelors,Male,736.0,Employed
37.0,104364.87,15657.84,Yes,High School,Female,690.0,Self-Employed
16.0,73610.99,23481.27,Yes,Bachelors,Male,754.0,Employed
36.0,43847.14,16547.25,Yes,Masters,Male,770.0,Employed
50.0,34102.07,21686.91,No,Bachelors,Female,753.0,Self-Employed
37.0,86529.36,18545.91,Yes,Bachelors,Male,746.0,Employed
53.0,76850.58,23602.73,Yes,Masters,Female,609.0,Employed
43.0,,14690.27,No,Bachelors,Female,695.0,Employed
20.0,75652.91,11654.05,No,Bachelors,Female,765.0,Employed
39.0,89570.32,18914.73,Yes,Masters,Female,810.0,Employed
41.0,80926.87,7161.68,Yes,Masters,Male,764.0,Employed
49.0,77733.11,17984.73,Yes,Bachelors,Male,749.0,Self-Employed
56.0,58128.35,3961.96,No,High School,Male,725.0,Self-Employed
47.0,90789.58,10638.23,Yes,Bachelors,Female,698.0,Employed
42.0,58453.99,16752.09,No,PhD,Male,796.0,Employed
45.0,89354.93,8634.44,Yes,High School,Female,746.0,Employed
36.0,62146.9,12951.51,Yes,Bachelors,Male,710.0,Unemployed
23.0,81788.58,8435.33,No,Masters,Female,735.0,Employed
38.0,105272.24,,No,Bachelors,Male,733.0,Unemployed
42.0,83211.46,20679.18,No,Masters,Male,741.0,Self-Employed
26.0,98327.0,15016.34,Yes,Bachelors,Female,758.0,Employed
51.0,62571.32,25985.51,Yes,High School,Female,660.0,Employed
48.0,71923.21,13828.67,Yes,High School,Female,660.0,Employed
24.0,62907.72,8329.12,Yes,Bachelors,Female,780.0,Self-Employed
52.0,36806.0,7858.05,No,Bachelors,Female,683.0,Employed
35.0,91374.2,14272.85,Yes,Masters,Male,709.0,Employed
30.0,81377.56,16616.98,Yes,Masters,Male,740.0,Employed
49.0,79958.44,27489.26,Yes,High School,Male,721.0,Employed
37.0,94635.32,9651.01,Yes,High School,Female,727.0,Employed
57.0,47291.77,11840.72,Yes,Masters,Female,691.0,Self-Employed
29.0,42492.69,17389.12,Yes,Bachelors,Female,804.0,Employed
21.0,94827.34,15486.59,Yes,Bachelors,Female,755.0,Employed
35.0,68593.17,11989.19,Yes,PhD,Female,,Employed
46.0,74297.01,14783.75,No,Masters,Female,843.0,Employed
29.0,40657.97,9330.92,No,High School,Female,689.0,Self-Employed
25.0,99442.5,12766.82,No,Masters,Female,745.0,Employed
40.0,83425.11,9445.97,Yes,Bachelors,Male,730.0,Self-Employed
23.0,58487.99,20214.13,Yes,Masters,Male,739.0,Self-Employed
41.0,111714.04,18708.49,Yes,Bachelors,Female,735.0,Self-Employed
35.0,42730.66,14739.32,Yes,Masters,Male,858.0,Employed
43.0,63411.66,15079.4,Yes,High School,Male,739.0,Unemployed
24.0,89739.23,16118.25,Yes,Bachelors,Female,743.0,Employed
51.0,93065.54,12723.5,Yes,High School,Male,,Employed
36.0,40137.31,6554.32,Yes,Bachelors,Female,699.0,Employed
46.0,64332.63,13298.11,Yes,Bachelors,Male,745.0,Employed
48.0,84915.97,17439.22,Yes,Masters,Male,706.0,Self-Employed
26.0,99461.2,19761.87,Yes,Bachelors,Male,753.0,Employed
47.0,97778.48,15358.77,Yes,High School,Female,711.0,Employed
24.0,84008.69,11984.28,Yes,PhD,Male,688.0,Unemployed
24.0,71793.73,17802.16,Yes,High School,Female,636.0,Employed
58.0,66412.49,15870.17,Yes,Masters,Male,,Employed
49.0,79962.4,9793.87,No,PhD,Male,704.0,Employed
59.0,98680.39,6001.83,No,Masters,Female,709.0,Employed
34.0,65719.58,12308.09,No,PhD,Female,763.0,Employed
39.0,64536.59,22622.79,Yes,Bachelors,Female,690.0,Employed
43.0,92905.07,17778.09,Yes,Bachelors,Female,803.0,Self-Employed
38.0,91232.18,22420.94,Yes,Bachelors,Male,742.0,Employed
,60002.09,14828.83,Yes,PhD,Female,780.0,Employed
29.0,43624.85,14808.88,No,PhD,Male,766.0,Self-Employed
40.0,35731.13,1528.94,Yes,High School,Female,760.0,Employed
27.0,72603.32,5431.47,Yes,Bachelors,Male,696.0,Employed
27.0,47908.05,17302.62,Yes,Bachelors,Female,667.0,Employed
,87925.21,15957.02,Yes,Masters,Male,769.0,Employed
37.0,35665.29,3663.27,Yes,Masters,Female,643.0,Employed
47.0,102272.6,15660.2,No,PhD,Male,656.0,Employed
34.0,63264.08,20027.35,Yes,Bachelors,Female,708.0,Unemployed
32.0,54025.37,16571.48,Yes,High School,Male,707.0,Employed
42.0,59176.86,12337.36,Yes,Bachelors,Male,659.0,Employed
30.0,52704.65,2550.01,Yes,PhD,Female,711.0,Employed
31.0,100294.09,17023.14,Yes,High School,Male,715.0,Employed
32.0,83432.6,10550.34,Yes,Bachelors,Female,701.0,Employed
36.0,71937.03,17555.72,Yes,High School,Female,729.0,Employed
56.0,45942.41,18491.19,No,Bachelors,Male,603.0,Employed
24.0,68899.14,19603.99,No,Masters,Female,764.0,Unemployed
51.0,54587.55,16905.48,No,PhD,Female,809.0,Self-Employed
45.0,17381.0,13269.27,Yes,Bachelors,Male,711.0,Employed
54.0,56127.88,17929.44,Yes,High School,Female,724.0,Employed
,82104.79,9927.96,No,Masters,Male,705.0,Employed
52.0,61477.21,21602.92,Yes,Bachelors,Male,745.0,Employed
47.0,67100.21,11587.85,Yes,Bachelors,Female,762.0,Employed
25.0,90819.88,24058.91,Yes,Masters,Female,,Employed
26.0,87239.03,13754.9,Yes,Bachelors,Female,696.0,Unemployed
42.0,109218.34,17473.17,No,Bachelors,Female,676.0,Employed
21.0,26129.02,15628.76,Yes,Masters,Male,789.0,Self-Employed
44.0,,5994.61,Yes,High School,Female,720.0,Unemployed
17.0,88162.83,17681.86,Yes,Bachelors,Female,705.0,Employed
50.0,78627.91,11154.12,Yes,High School,Male,753.0,Unemployed
35.0,71989.33,14399.16,Yes,Bachelors,Female,701.0,Employed
39.0,57904.17,15236.2,No,Bachelors,Female,688.0,Self-Employed
31.0,74529.03,9853.53,Yes,High School,Female,641.0,Employed
19.0,73377.74,,Yes,Bachelors,Female,784.0,Employed
50.0,32960.17,21279.99,Yes,High School,Female,740.0,Self-Employed
51.0,74272.68,8415.49,Yes,Masters,Male,697.0,Self-Employed
34.0,59659.39,17954.76,Yes,High School,Male,,Unemployed
45.0,86821.29,13107.48,No,Masters,Female,749.0,Self-Employed
,76893.13,19997.62,Yes,High School,Female,684.0,Employed
41.0,109118.11,18530.26,No,PhD,Male,816.0,Employed
46.0,69998.53,11526.74,Yes,Bachelors,Female,712.0,Unemployed
44.0,48173.78,18423.96,Yes,Bachelors,Female,702.0,Employed
51.0,20226.86,12152.29,No,Bachelors,Male,718.0,Employed
43.0,51234.49,23553.07,No,Masters,Male,742.0,Unemployed
38.0,77547.03,15601.95,Yes,Masters,Female,700.0,Employed
30.0,82657.42,13308.03,No,PhD,Male,810.0,Employed
33.0,57895.94,12899.75,No,High School,Male,708.0,Employed
46.0,61397.41,13222.24,No,PhD,Male,701.0,Self-Employed
23.0,71398.73,13533.11,No,Bachelors,Male,665.0,Employed
49.0,77601.06,18591.2,Yes,Masters,Male,726.0,Employed
35.0,90401.63,12516.82,No,Masters,Male,620.0,Employed
30.0,58248.46,10802.85,Yes,Bachelors,Female,669.0,Employed
27.0,55147.38,20367.69,Yes,Bachelors,Female,,Employed
45.0,110495.85,21804.43,Yes,Masters,Male,728.0,Self-Employed
38.0,105664.57,11102.99,Yes,PhD,Male,734.0,Unemployed
54.0,59411.48,13540.41,No,Masters,Female,716.0,Employed
25.0,92850.78,21217.5,Yes,High School,Male,684.0,Employed
32.0,114094.18,17295.28,Yes,Bachelors,Female,565.0,Employed
37.0,96339.17,22993.39,Yes,Masters,Female,722.0,Employed
30.0,54741.81,18492.26,Yes,PhD,Female,627.0,Self-Employed
38.0,72096.25,17423.49,Yes,Bachelors,Male,659.0,Employed
41.0,34963.76,13188.83,No,High School,Male,738.0,Employed
43.0,50701.06,10115.72,Yes,PhD,Female,742.0,Employed
53.0,69693.97,8966.92,Yes,Masters,Female,748.0,Employed
25.0,74395.12,14852.16,Yes,Masters,Female,689.0,Employed
41.0,56140.18,22043.38,No,Bachelors,Male,705.0,Unemployed
32.0,14966.54,9761.0,Yes,Masters,Male,726.0,Employed
42.0,73871.26,14382.53,Yes,High School,Female,725.0,Employed
42.0,84563.43,6701.6,Yes,PhD,Male,720.0,Self-Employed
28.0,85322.46,21921.64,Yes,Bachelors,Male,669.0,Self-Employed
29.0,65882.96,10952.8,Yes,High School,Female,691.0,Employed
43.0,67296.77,26341.51,No,Masters,Male,738.0,Employed
38.0,74930.11,17308.59,Yes,High School,Female,753.0,Employed
36.0,78177.98,22716.82,Yes,Masters,Male,732.0,Employed
45.0,,6319.89,Yes,Bachelors,Male,,Employed
45.0,23540.36,2613.43,Yes,Masters,Male,822.0,Self-Employed
33.0,,13078.69,Yes,Bachelors,Female,789.0,Employed
29.0,60713.24,15206.5,No,Bachelors,Male,698.0,Employed
25.0,45522.01,18125.32,No,PhD,Male,817.0,Self-Employed
38.0,62148.31,22700.93,No,Bachelors,Male,763.0,Unemployed
24.0,72233.72,13454.16,Yes,Bachelors,Female,804.0,Employed
,57818.37,12873.58,Yes,Bachelors,Male,754.0,Self-Employed
50.0,59199.22,13862.95,No,Masters,Female,685.0,Employed
34.0,63507.29,16830.07,Yes,PhD,Male,751.0,Employed
33.0,77236.24,8788.27,Yes,Masters,Male,699.0,Employed
58.0,54020.22,6018.08,Yes,Masters,Female,761.0,Employed
53.0,76748.85,16627.49,Yes,Masters,Male,,Unemployed
30.0,42394.42,,No,PhD,Female,739.0,Employed
39.0,110117.71,20711.81,Yes,Bachelors,Male,740.0,Employed
41.0,91446.32,3955.54,Yes,Masters,Male,776.0,Self-Employed
40.0,64506.61,11073.93,Yes,High School,Male,768.0,Self-Employed
56.0,,,No,Bachelors,Male,700.0,Self-Employed
39.0,46636.62,11634.03,Yes,High School,Female,693.0,Employed
40.0,81236.43,10601.66,Yes,Bachelors,Male,688.0,Employed
45.0,86908.17,20626.37,No,Bachelors,Female,707.0,Employed
50.0,75326.55,29045.69,Yes,Bachelors,Male,710.0,Self-Employed
47.0,88045.69,8870.58,Yes,Bachelors,Male,768.0,Employed
43.0,69859.37,11534.65,Yes,Bachelors,Male,624.0,Unemployed
,67972.33,14276.57,No,PhD,Male,646.0,Employed
33.0,56802.63,9702.42,No,Bachelors,Male,650.0,Employed
46.0,81118.07,17793.74,Yes,Bachelors,Male,714.0,Employed
41.0,53268.83,8071.75,Yes,Bachelors,Male,749.0,Employed
46.0,,18049.88,Yes,Masters,Female,738.0,Employed
57.0,76064.45,15445.63,Yes,Bachelors,Male,672.0,Employed
26.0,96879.67,18774.03,Yes,Masters,Female,767.0,Employed
49.0,81670.06,14942.54,No,Masters,Female,776.0,Employed
35.0,34863.95,18663.57,No,High School,Male,758.0,Employed
47.0,56729.62,17657.13,Yes,Bachelors,Male,697.0,Unemployed
38.0,56210.28,14097.69,Yes,Bachelors,Male,719.0,Employed
59.0,55362.32,17791.3,No,High School,Male,770.0,Employed
39.0,89332.02,22121.85,Yes,High School,Male,718.0,Employed
32.0,25932.82,6067.27,Yes,Masters,Female,727.0,Self-Employed
42.0,98489.07,4854.03,Yes,Masters,Female,739.0,Employed
41.0,89970.7,21491.6,Yes,PhD,Male,711.0,Unemployed
49.0,73715.09,19497.38,Yes,High School,Male,696.0,Employed
,76983.98,22148.05,Yes,Bachelors,Female,741.0,Employed
63.0,71500.21,14458.54,Yes,Bachelors,Male,755.0,Employed
37.0,73171.65,23768.63,Yes,High School,Male,658.0,Employed
37.0,92526.87,29466.57,No,Bachelors,Female,718.0,Employed
32.0,65525.92,20765.29,No,Masters,Male,675.0,Employed
39.0,82006.79,17908.68,Yes,High School,Female,718.0,Employed
40.0,52574.96,18672.41,Yes,Bachelors,Female,786.0,Employed
41.0,80650.75,15842.66,No,Masters,Female,747.0,Unemployed
39.0,64545.25,16607.98,Yes,Masters,Male,712.0,Employed
32.0,78559.71,17243.7,Yes,Bachelors,Female,824.0,Employed
29.0,52708.59,26362.78,Yes,High School,Male,636.0,Self-Employed
34.0,78984.92,11196.5,Yes,High School,Male,693.0,Employed
49.0,69064.59,,Yes,Masters,Female,728.0,Employed
52.0,101297.08,15014.96,No,Masters,Female,670.0,Employed
37.0,75179.01,18135.6,Yes,Masters,Male,648.0,Employed
29.0,79864.65,16229.08,Yes,Bachelors,Male,771.0,Employed
37.0,61169.58,8565.22,Yes,Bachelors,Female,800.0,Self-Employed
,76241.82,15369.16,No,Masters,Female,689.0,Employed
48.0,79480.18,14474.52,Yes,Bachelors,Male,834.0,Self-Employed
44.0,62915.19,14957.15,Yes,Bachelors,Female,600.0,Employed
48.0,61355.3,19200.0,Yes,Masters,Female,726.0,Self-Employed
53.0,53867.55,20979.26,Yes,Bachelors,Male,664.0,Unemployed
26.0,68478.97,10801.62,Yes,High School,Male,719.0,Employed
34.0,56936.82,,Yes,PhD,Female,724.0,Self-Employed
33.0,75845.14,7516.13,No,Masters,Female,715.0,Employed
44.0,54191.9,,Yes,Bachelors,Female,656.0,Employed
40.0,67550.16,13890.11,Yes,High School,Female,726.0,Employed
46.0,51084.97,18519.66,Yes,Bachelors,Female,720.0,Self-Employed
33.0,92887.85,6354.16,Yes,Bachelors,Female,731.0,Employed
52.0,70497.0,26077.7,No,Bachelors,Female,647.0,Employed
37.0,70318.47,6016.18,No,Bachelors,Male,788.0,Employed
45.0,81909.6,22749.69,Yes,Bachelors,Male,685.0,Employed
50.0,105504.9,12928.56,Yes,Masters,Female,738.0,Employed
49.0,71621.91,15472.63,Yes,High School,Male,746.0,Employed
42.0,40182.18,3893.87,Yes,High School,Female,747.0,Self-Employed
46.0,93638.7,18713.77,Yes,High School,Male,665.0,Employed
55.0,42853.72,14228.69,Yes,Masters,Male,621.0,Unemployed
43.0,60071.21,20865.65,No,Bachelors,Female,805.0,Employed
,93850.39,8044.18,No,Bachelors,Female,777.0,Employed
44.0,63295.54,22149.33,Yes,Bachelors,Female,804.0,Employed
38.0,58554.6,6418.82,Yes,PhD,Male,721.0,Employed
15.0,75626.03,16263.76,Yes,Bachelors,Male,762.0,Employed
43.0,70193.72,7702.92,Yes,Masters,Female,672.0,Employed
39.0,56132.35,24803.57,Yes,PhD,Male,737.0,Employed
50.0,87551.94,19753.86,No,PhD,Male,721.0,Unemployed
30.0,94559.51,22974.52,No,PhD,Male,734.0,Self-Employed
23.0,97758.44,13680.83,Yes,Masters,Male,718.0,Employed
40.0,81035.22,13438.8,Yes,Bachelors,Male,771.0,Employed
42.0,55978.66,14796.91,Yes,High School,Male,673.0,Employed
39.0,,14317.43,Yes,PhD,Male,699.0,Self-Employed
38.0,23662.28,13028.57,No,Masters,Male,722.0,Employed
27.0,90662.3,13928.24,Yes,Bachelors,Male,759.0,Employed
,73891.38,20875.84,Yes,Bachelors,Female,747.0,Self-Employed
35.0,61621.69,19846.03,Yes,Bachelors,Male,785.0,Employed
49.0,31333.97,9140.16,Yes,PhD,Female,806.0,Employed
42.0,46337.97,18562.66,No,Bachelors,Male,755.0,Employed
35.0,34690.04,8009.51,Yes,Bachelors,Female,732.0,Employed
55.0,98838.11,22458.81,Yes,Masters,Male,,Employed
35.0,82713.94,10232.23,Yes,Masters,Male,643.0,Employed
44.0,43881.14,18972.25,Yes,High School,Female,647.0,Employed
36.0,102701.39,18185.22,No,High School,Female,668.0,Employed
54.0,55557.15,13475.14,Yes,High School,Male,751.0,Employed
39.0,76985.6,13084.61,No,High School,Male,650.0,Employed
39.0,77032.39,13848.65,Yes,Masters,Male,789.0,Employed
37.0,68121.85,17444.14,No,Bachelors,Male,721.0,Employed
40.0,63938.16,19218.59,Yes,Masters,Male,662.0,Self-Employed
50.0,70679.89,26060.43,Yes,Masters,Male,798.0,Employed
46.0,64400.42,23694.54,Yes,PhD,Male,785.0,Self-Employed
38.0,74981.99,17898.5,Yes,High School,Male,767.0,Employed
55.0,75775.71,16325.33,No,Masters,Male,725.0,Self-Employed
47.0,,12311.61,Yes,Masters,Male,751.0,Employed
34.0,92024.9,18250.16,Yes,Masters,Female,,Employed
24.0,53259.26,21873.82,Yes,Masters,Male,687.0,Employed
34.0,77804.02,20765.21,Yes,Bachelors,Female,690.0,Employed
42.0,63212.45,16420.13,No,Masters,Male,631.0,Self-Employed
44.0,52620.14,12008.39,Yes,Bachelors,Male,713.0,Employed
52.0,64451.64,15696.73,Yes,High School,Female,734.0,Employed
27.0,56783.44,18633.45,No,Bachelors,Female,675.0,Self-Employed
34.0,83174.62,20937.54,No,Bachelors,Male,709.0,Employed
26.0,68108.96,16186.02,Yes,Bachelors,Male,694.0,Employed
25.0,97384.38,19775.56,Yes,High School,Male,657.0,Employed
32.0,50971.78,20314.43,Yes,Bachelors,Female,748.0,Employed
42.0,26062.6,13547.56,Yes,Bachelors,Male,768.0,Employed
46.0,77895.18,12120.43,No,Masters,Female,761.0,Employed
29.0,104452.79,23476.7,Yes,Bachelors,Male,720.0,Employed
30.0,79775.91,18573.79,No,High School,Female,672.0,Employed
20.0,51151.82,17802.99,Yes,Masters,Female,,Unemployed
40.0,49541.6,12293.07,No,Masters,Female,761.0,Employed
31.0,110516.66,4732.66,Yes,PhD,Female,,Employed
55.0,62412.39,17399.18,No,Bachelors,Male,663.0,Employed
42.0,49701.88,17430.25,Yes,High School,Male,726.0,Self-Employed
36.0,93808.39,18432.51,Yes,Masters,Female,718.0,Unemployed
32.0,67055.34,15007.05,Yes,Masters,Male,703.0,Employed
23.0,29452.93,12194.61,Yes,Masters,Male,721.0,Employed
24.0,111657.94,16348.72,Yes,Bachelors,Male,678.0,Employed
32.0,81688.13,21293.84,Yes,High School,Female,768.0,Employed
31.0,39766.55,17748.38,No,Bachelors,Female,732.0,Self-Employed
28.0,97915.84,8284.4,No,Bachelors,Female,772.0,Employed
42.0,49043.34,14094.89,Yes,PhD,Male,651.0,Employed
43.0,47839.43,11760.49,Yes,PhD,Female,723.0,Employed
33.0,52165.08,22978.76,Yes,Bachelors,Male,808.0,Employed
57.0,108790.15,13916.28,No,Bachelors,Female,,Employed
21.0,110908.33,22487.8,Yes,Bachelors,Female,773.0,Employed
39.0,59041.17,16113.87,Yes,Bachelors,Female,727.0,Employed
36.0,104112.38,12949.19,Yes,Bachelors,Male,774.0,Employed
32.0,24259.9,10202.35,No,High School,Male,695.0,Unemployed
31.0,88281.14,13236.9,No,PhD,Male,787.0,Employed
38.0,97283.45,15063.63,No,Masters,Female,748.0,Employed
36.0,100128.83,9410.57,Yes,Masters,Female,672.0,Unemployed
34.0,71537.95,18200.42,No,High School,Female,762.0,Employed
25.0,81321.56,10760.35,Yes,Masters,Female,777.0,Employed
22.0,55657.71,,Yes,High School,Male,784.0,Employed
35.0,70502.96,,Yes,High School,Female,656.0,Employed
34.0,66715.68,12598.51,Yes,Masters,Female,730.0,Employed
36.0,,17739.58,Yes,Masters,Female,832.0,Employed
37.0,92693.13,23200.23,Yes,PhD,Female,737.0,Employed
33.0,74298.99,13800.11,Yes,PhD,Male,622.0,Self-Employed
36.0,103863.45,16662.59,Yes,Bachelors,Female,750.0,Employed
29.0,74959.52,14647.15,Yes,Bachelors,Female,768.0,Employed
53.0,113826.25,4348.53,No,Masters,Female,789.0,Self-Employed
30.0,94544.2,16888.42,Yes,Bachelors,Male,690.0,Employed
,68263.99,14891.29,No,High School,Female,654.0,Employed
31.0,73491.95,7116.8,Yes,Bachelors,Female,779.0,Employed
31.0,53200.27,23450.18,Yes,High School,Female,715.0,Self-Employed
38.0,73204.14,18000.24,No,Masters,Female,709.0,Employed
37.0,50349.62,6669.39,Yes,High School,Female,676.0,Employed
33.0,96607.39,17617.93,No,PhD,Female,734.0,Employed
35.0,63127.84,30131.33,No,Masters,Male,688.0,Employed
,77112.96,15032.71,Yes,Masters,Male,639.0,Employed
42.0,24374.12,18453.0,No,Masters,Male,684.0,Employed
59.0,64657.41,12159.3,No,Bachelors,Male,685.0,Employed
29.0,62566.77,12754.5,Yes,High School,Male,636.0,Employed
42.0,88418.47,22820.27,Yes,Masters,Male,709.0,Employed
38.0,80449.78,18178.92,No,Bachelors,Male,665.0,Self-Employed
45.0,90366.16,20348.9,Yes,Masters,Male,707.0,Employed
45.0,78852.98,,No,Bachelors,Male,,Employed
40.0,94611.13,17261.24,Yes,Bachelors,Female,750.0,Employed
38.0,78382.59,14617.26,Yes,Bachelors,Male,,Self-Employed
34.0,42475.41,18072.34,Yes,Bachelors,Female,767.0,Employed
30.0,68193.74,14432.53,Yes,High School,Male,805.0,Self-Employed
37.0,69223.87,23891.24,Yes,Masters,Male,745.0,Employed
25.0,4696.23,13818.7,Yes,Masters,Male,801.0,Employed
32.0,49669.26,17128.33,Yes,Bachelors,Male,741.0,Unemployed
49.0,110834.72,5997.34,Yes,Bachelors,Male,718.0,Employed
39.0,64509.0,20955.03,No,Bachelors,Male,695.0,Employed
47.0,67893.09,9128.52,Yes,Masters,Male,755.0,Employed
53.0,26433.09,11768.6,Yes,High School,Male,654.0,Self-Employed
36.0,43055.32,8809.78,No,Masters,Male,751.0,Employed
40.0,79686.69,7875.93,No,High School,Female,801.0,Employed
35.0,60705.03,19860.37,Yes,High School,Female,745.0,Employed
30.0,47822.08,11048.05,No,Masters,Male,626.0,Employed
28.0,95947.64,7703.97,Yes,Bachelors,Male,704.0,Employed
46.0,55977.16,7401.74,Yes,Masters,Male,764.0,Employed
40.0,43981.31,20541.41,Yes,High School,Male,700.0,Self-Employed
,70809.2,13184.85,No,Bachelors,Male,754.0,Employed
48.0,53700.81,14751.86,No,Bachelors,Male,649.0,Self-Employed
31.0,53675.33,19610.25,Yes,Bachelors,Male,620.0,Employed
46.0,68777.87,17957.35,No,PhD,Female,721.0,Employed
35.0,57128.64,15962.58,Yes,Bachelors,Male,611.0,Unemployed
50.0,36661.61,21354.12,No,Bachelors,Female,781.0,Self-Employed
33.0,81171.33,8566.37,Yes,Masters,Male,682.0,Employed
27.0,87318.46,13461.78,No,Masters,Female,737.0,Employed
30.0,64988.13,19536.89,No,Bachelors,Female,783.0,Employed
31.0,82403.29,24224.68,Yes,PhD,Male,722.0,Employed
30.0,62621.9,24775.53,No,Bachelors,Female,678.0,Employed
32.0,31800.91,9018.93,Yes,Bachelors,Female,686.0,Self-Employed
,87928.47,15372.21,No,Masters,Male,734.0,Employed
56.0,68016.28,17462.3,Yes,High School,Male,676.0,Unemployed
25.0,73019.95,14182.37,No,Masters,Male,712.0,Employed
51.0,67873.46,18475.05,Yes,Bachelors,Male,723.0,Employed
33.0,66368.49,26297.57,Yes,Masters,Female,700.0,Self-Employed
41.0,72840.98,10500.41,No,PhD,Male,618.0,Employed
21.0,73224.41,8726.54,No,High School,Female,734.0,Self-Employed
43.0,,18184.95,Yes,Masters,Female,748.0,Self-Employed
18.0,78762.99,12677.14,No,High School,Female,673.0,Employed
41.0,93530.81,18380.18,Yes,High School,Female,736.0,Employed
41.0,100140.84,15971.45,Yes,Bachelors,Female,695.0,Employed
40.0,37772.34,14068.53,Yes,Masters,Female,633.0,Employed
31.0,95533.51,11547.25,Yes,Masters,Male,692.0,Employed
43.0,83061.95,15481.88,Yes,Masters,Male,631.0,Employed
42.0,,13044.84,Yes,Bachelors,Male,729.0,Employed
36.0,89791.34,20581.55,Yes,Bachelors,Female,757.0,Employed
45.0,64704.02,15522.67,Yes,Masters,Female,861.0,Employed
37.0,82051.71,8627.28,Yes,Bachelors,Male,789.0,Employed
43.0,48844.49,21997.72,No,High School,Female,781.0,Employed
37.0,41758.95,14312.22,No,Masters,Male,632.0,Employed
40.0,80633.75,25426.0,Yes,Masters,Male,735.0,Employed
44.0,68610.66,13650.9,Yes,Bachelors,Female,743.0,Employed
34.0,69941.78,11006.11,Yes,Bachelors,Female,694.0,Self-Employed
26.0,54047.06,13505.85,No,Bachelors,Female,646.0,Employed
41.0,77823.54,14495.17,Yes,Bachelors,Female,742.0,Employed
50.0,61473.2,13715.29,No,Bachelors,Female,628.0,Employed
41.0,69068.77,11836.51,No,High School,Female,703.0,Employed
41.0,60266.32,12721.71,Yes,High School,Male,747.0,Employed
38.0,53958.8,23251.05,Yes,Masters,Female,736.0,Self-Employed
45.0,65859.73,13740.8,Yes,Masters,Male,734.0,Employed
36.0,93711.72,25728.55,No,PhD,Female,710.0,Employed
,60540.72,20223.0,Yes,PhD,Female,683.0,Employed
49.0,67467.53,14684.81,No,PhD,Female,694.0,Self-Employed
33.0,64697.89,18290.7,Yes,Masters,Male,586.0,Employed
47.0,57257.82,12349.05,Yes,Masters,Male,664.0,Employed
49.0,94584.82,20331.85,No,Masters,Male,759.0,Employed
44.0,42766.77,21647.57,Yes,Masters,Female,716.0,Employed
,68292.48,17982.53,Yes,Masters,Male,780.0,Self-Employed
38.0,53129.79,12471.11,Yes,Bachelors,Male,701.0,Self-Employed
36.0,81344.56,17975.66,No,Masters,Female,821.0,Self-Employed
33.0,72678.27,11521.13,No,Bachelors,Male,711.0,Employed
39.0,93645.72,8072.73,Yes,PhD,Female,785.0,Self-Employed
46.0,84691.1,16304.4,Yes,PhD,Male,764.0,Employed
33.0,71631.97,6850.27,No,Masters,Male,745.0,Self-Employed
36.0,84886.88,,Yes,Masters,Female,788.0,Employed
36.0,86715.15,16839.84,No,High School,Female,785.0,Employed
50.0,51749.98,22820.45,Yes,Bachelors,Male,710.0,Self-Employed
35.0,85462.65,11803.56,Yes,Bachelors,Female,712.0,Employed
26.0,75945.25,9938.11,No,Bachelors,Female,743.0,Employed
22.0,79789.39,18945.4,Yes,Masters,Male,802.0,Self-Employed
42.0,61848.7,16087.24,Yes,PhD,Female,748.0,Employed
30.0,52912.98,15373.75,Yes,Bachelors,Male,799.0,Self-Employed
45.0,49315.7,7562.36,No,Masters,Male,739.0,Employed
25.0,1834.51,20432.2,Yes,High School,Male,687.0,Self-Employed
33.0,55813.23,4450.37,Yes,Bachelors,Female,650.0,Employed
25.0,118785.1,15975.72,Yes,Masters,Male,752.0,Self-Employed
42.0,86448.25,21130.02,Yes,Masters,Male,,Self-Employed
44.0,76369.22,15571.48,Yes,Bachelors,Female,757.0,Self-Employed
41.0,89220.79,13767.08,No,Masters,Male,730.0,Employed
27.0,64799.39,9814.16,Yes,Bachelors,Female,698.0,Employed
31.0,62161.73,12141.74,No,Bachelors,Female,673.0,Unemployed
40.0,64195.29,25965.29,Yes,Masters,Female,696.0,Unemployed
21.0,55279.99,12260.23,Yes,High School,Female,666.0,Employed
36.0,56925.97,17278.39,Yes,Bachelors,Female,673.0,Employed
53.0,69683.86,10831.67,No,Masters,Female,592.0,Employed
36.0,71289.27,13487.48,Yes,Bachelors,Female,607.0,Self-Employed
23.0,96524.14,6855.98,Yes,Bachelors,Female,727.0,Unemployed
32.0,90492.95,14751.95,Yes,Bachelors,Female,821.0,Employed
32.0,40289.04,13190.73,Yes,Masters,Male,732.0,Employed
59.0,64110.93,21749.62,No,Masters,Female,730.0,Employed
55.0,47887.6,10774.84,No,Bachelors,Male,779.0,Employed
45.0,17833.54,12857.24,Yes,High School,Male,729.0,Employed
35.0,71744.95,19522.51,Yes,Bachelors,Male,727.0,Employed
50.0,81544.43,,No,PhD,Female,,Employed
27.0,71426.61,14181.85,Yes,Masters,Female,719.0,Unemployed
49.0,78738.12,14133.57,Yes,Bachelors,Male,690.0,Unemployed
47.0,63305.35,10048.58,No,Masters,Female,713.0,Employed
36.0,49445.19,12833.94,No,PhD,Female,694.0,Employed
49.0,62659.77,15400.29,No,Bachelors,Female,694.0,Employed
34.0,97375.73,,Yes,Bachelors,Male,710.0,Unemployed
25.0,77492.39,9685.49,Yes,Bachelors,Male,728.0,Employed
48.0,39585.31,21079.4,Yes,Bachelors,Female,672.0,Employed
37.0,72601.37,17503.6,Yes,High School,Male,706.0,Self-Employed
44.0,95475.64,16509.93,Yes,Masters,Male,715.0,Self-Employed
56.0,85226.79,12281.31,No,Bachelors,Male,727.0,Employed
31.0,95736.21,16104.19,Yes,Bachelors,Female,778.0,Employed
37.0,40229.35,2984.07,Yes,Bachelors,Female,772.0,Employed
54.0,72515.67,8964.42,Yes,High School,Male,774.0,Employed
45.0,1400598.056378007,18126.23,Yes,Masters,Male,757.0,Employed
31.0,81899.45,11625.56,Yes,High School,Female,860.0,Employed
28.0,53017.64,13950.77,Yes,High School,Male,728.0,Employed
33.0,52668.62,16792.6,No,Bachelors,Male,670.0,Employed
31.0,69938.63,11238.56,Yes,PhD,Female,811.0,Employed
40.0,51564.94,11901.75,Yes,Masters,Male,728.0,Unemployed
39.0,75188.5,,No,Masters,Female,805.0,Employed
41.0,29217.0,15756.61,Yes,Bachelors,Female,712.0,Employed
30.0,93514.8,6849.2,No,Bachelors,Female,799.0,Employed
37.0,14296.02,16508.36,Yes,High School,Male,841.0,Employed
17.0,88094.44,14882.25,Yes,Bachelors,Male,649.0,Unemployed
39.0,58381.76,15547.47,Yes,Bachelors,Female,677.0,Employed
50.0,,11297.33,Yes,Masters,Male,759.0,Employed
24.0,73399.86,14745.61,No,Bachelors,Female,769.0,Employed
43.0,87712.28,19780.91,Yes,Bachelors,Female,727.0,Employed
32.0,93170.05,18404.8,No,Bachelors,Male,730.0,Self-Employed
46.0,92515.78,,Yes,High School,Female,682.0,Employed
40.0,52831.24,10498.55,Yes,PhD,Male,,Employed
42.0,74096.98,18414.52,Yes,Masters,Female,782.0,Employed
39.0,34439.13,11880.61,Yes,PhD,Female,754.0,Employed
51.0,71585.9,3656.29,Yes,Masters,Female,652.0,Employed
41.0,76762.03,19661.08,Yes,Bachelors,Male,732.0,Self-Employed
31.0,62497.31,18861.43,Yes,Masters,Female,714.0,Employed
39.0,33286.33,22424.13,Yes,Bachelors,Male,717.0,Employed
34.0,58123.0,7683.78,Yes,High School,Male,641.0,Employed
40.0,,15820.29,Yes,PhD,Male,692.0,Employed
34.0,77820.38,13884.64,Yes,High School,Male,729.0,Employed
31.0,60306.48,20719.61,Yes,Masters,Female,728.0,Employed
40.0,66816.57,8053.64,No,Bachelors,Male,717.0,Self-Employed
39.0,77692.31,13733.43,Yes,Bachelors,Female,693.0,Self-Employed
49.0,39015.65,15469.19,Yes,Bachelors,Female,,Employed
34.0,40055.29,18707.97,No,Bachelors,Male,673.0,Employed
18.0,55276.26,17073.24,No,Bachelors,Male,742.0,Employed
34.0,59773.93,14838.5,Yes,Masters,Male,747.0,Employed
22.0,105879.18,13445.56,Yes,High School,Male,680.0,Employed
42.0,71413.09,,Yes,Masters,Male,765.0,Employed
21.0,59661.86,18760.04,Yes,Bachelors,Female,683.0,Employed
28.0,71130.41,,No,Masters,Female,,Employed
34.0,29503.04,13829.07,Yes,Bachelors,Female,762.0,Employed
53.0,51918.2,13830.09,Yes,PhD,Female,718.0,Unemployed
27.0,55030.28,4567.93,No,Bachelors,Female,694.0,Employed
38.0,49589.08,5219.39,Yes,Masters,Male,721.0,Employed
44.0,94689.66,7543.09,No,PhD,Male,756.0,Employed
53.0,83201.6,13934.03,Yes,Bachelors,Male,739.0,Employed
46.0,,17504.45,Yes,High School,Male,698.0,Self-Employed
49.0,,11914.11,Yes,Bachelors,Female,700.0,Employed
47.0,44811.43,6876.28,Yes,Masters,Female,719.0,Employed
26.0,66265.32,19719.56,Yes,Masters,Female,764.0,Employed
42.0,74002.61,16401.88,Yes,Bachelors,Female,738.0,Employed
46.0,78322.69,13875.51,Yes,Bachelors,Female,711.0,Employed
28.0,49711.79,16217.1,Yes,Masters,Female,703.0,Self-Employed
32.0,66432.68,9725.46,Yes,Bachelors,Female,653.0,Employed
30.0,68882.37,20160.47,No,High School,Male,833.0,Employed
46.0,93938.82,,Yes,Masters,Male,705.0,Unemployed
37.0,85484.18,14261.92,No,High School,Male,687.0,Employed
35.0,41294.72,13298.63,Yes,High School,Male,,Employed
25.0,32324.86,15356.55,Yes,Bachelors,Female,698.0,Self-Employed
37.0,67779.75,,Yes,Bachelors,Female,735.0,Employed
32.0,57255.44,6286.59,Yes,Bachelors,Male,714.0,Unemployed
40.0,50780.93,11087.22,No,PhD,Female,706.0,Self-Employed
27.0,54871.97,13345.24,No,High School,Male,746.0,Employed
40.0,81590.9,13144.71,Yes,Bachelors,Male,740.0,Employed
34.0,39926.64,11440.15,Yes,Bachelors,Male,671.0,Self-Employed
26.0,106966.83,18887.8,Yes,Bachelors,Female,708.0,Employed
25.0,55649.48,11547.75,Yes,Bachelors,Male,754.0,Self-Employed
26.0,82650.69,9652.85,Yes,Bachelors,Female,744.0,Self-Employed
36.0,56619.19,12659.23,No,Bachelors,Female,711.0,Employed
39.0,39634.65,22531.71,Yes,High School,Male,673.0,Employed
41.0,67081.05,15066.69,Yes,Masters,Female,784.0,Employed
41.0,44919.66,12589.02,Yes,High School,Female,756.0,Unemployed
30.0,72941.99,13348.44,Yes,High School,Female,850.0,Employed
49.0,69496.05,6238.59,No,PhD,Female,724.0,Self-Employed
34.0,56107.75,14062.77,Yes,High School,Male,,Employed
43.0,73028.72,16185.06,Yes,High School,Female,735.0,Self-Employed
36.0,90776.78,17189.48,Yes,Masters,Male,647.0,Self-Employed
42.0,67801.11,14206.1,No,Masters,Male,734.0,Self-Employed
,55428.75,11264.84,Yes,Bachelors,Female,628.0,Employed
42.0,77998.82,,No,Bachelors,Female,680.0,Employed
38.0,78831.43,13128.44,Yes,High School,Male,735.0,Self-Employed
46.0,64301.97,10094.54,Yes,Masters,Male,719.0,Employed
30.0,97469.44,11154.5,No,High School,Female,577.0,Employed
20.0,64009.19,13315.66,Yes,Bachelors,Female,730.0,Employed
,99758.82,13524.09,Yes,Bachelors,Male,663.0,Unemployed
49.0,56905.43,12292.64,Yes,Masters,Male,754.0,Employed
36.0,87007.6,16557.71,Yes,PhD,Male,716.0,Employed
39.0,65604.11,14562.24,Yes,Bachelors,Male,780.0,Self-Employed
27.0,75370.92,19418.01,Yes,Masters,Female,641.0,Employed
39.0,29476.15,15392.71,Yes,High School,Male,628.0,Unemployed
28.0,113374.6,13218.45,Yes,Bachelors,Female,776.0,Employed
29.0,76338.72,12468.95,Yes,Bachelors,Female,785.0,Employed
34.0,90335.32,13005.22,No,High School,Female,847.0,Employed
42.0,,9615.9,Yes,High School,Female,,Employed
44.0,73431.79,13817.85,No,Bachelors,Male,734.0,Employed
44.0,66411.58,17396.08,Yes,Bachelors,Female,736.0,Unemployed
22.0,48847.93,18888.85,Yes,Bachelors,Female,758.0,Employed
38.0,95705.7,15894.42,Yes,Bachelors,Female,722.0,Employed
36.0,72925.44,31918.69,Yes,Masters,Male,625.0,Unemployed
23.0,68916.77,16618.66,Yes,High School,Male,700.0,Employed
38.0,82495.01,6330.33,No,Bachelors,Female,697.0,Unemployed
35.0,52906.35,17072.14,No,High School,Male,692.0,Employed
43.0,73225.79,20652.55,No,Bachelors,Male,759.0,Employed
39.0,71803.64,13672.22,Yes,PhD,Male,810.0,Employed
33.0,72682.63,7678.28,Yes,Masters,Male,1100.0,Employed
47.0,1400598.056378007,5950.14,Yes,Masters,Female,665.0,Employed
16.0,61510.57,14518.47,Yes,Bachelors,Female,705.0,Self-Employed
37.0,59400.54,9928.75,Yes,High School,Female,665.0,Employed
20.0,57712.6,13951.72,Yes,Bachelors,Male,716.0,Employed
29.0,56884.76,13122.75,Yes,Masters,Male,639.0,Self-Employed
43.0,92046.69,22338.34,Yes,Masters,Female,699.0,Employed
25.0,68586.19,19183.06,Yes,Masters,Male,758.0,Employed
24.0,90456.1,12179.7,Yes,Bachelors,Male,720.0,Employed
62.0,75420.43,12921.12,Yes,Bachelors,Female,744.0,Employed
24.0,52517.53,19651.95,Yes,High School,Female,745.0,Employed
55.0,39860.75,,No,Masters,Male,670.0,Employed
36.0,40959.43,16583.91,No,Bachelors,Male,717.0,Employed
33.0,52182.81,20904.3,No,High School,Female,775.0,Employed
44.0,90394.43,11141.52,Yes,High School,Female,733.0,Employed
51.0,96015.84,19759.22,No,PhD,Female,738.0,Employed
27.0,71859.07,13029.93,Yes,PhD,Male,707.0,Employed
33.0,88538.24,3777.25,Yes,Bachelors,Female,675.0,Employed
46.0,58900.22,9159.96,Yes,Bachelors,Female,713.0,Employed
41.0,,10360.55,No,Bachelors,Male,733.0,Self-Employed
49.0,85415.45,21702.35,Yes,Masters,Female,719.0,Employed
43.0,73325.31,14374.37,Yes,Bachelors,Female,711.0,Employed
56.0,84669.68,13479.11,Yes,Masters,Female,714.0,Employed
40.0,71024.54,,Yes,PhD,Male,753.0,Self-Employed
40.0,62492.72,11109.09,Yes,PhD,Male,711.0,Self-Employed
41.0,65685.14,13025.53,No,PhD,Female,674.0,Unemployed
37.0,76142.61,15150.69,Yes,Bachelors,Female,694.0,Employed
46.0,74797.25,14737.42,Yes,Bachelors,Female,770.0,Employed
40.0,51361.79,16686.93,Yes,High School,Male,729.0,Employed
46.0,67565.95,17739.48,Yes,Masters,Male,665.0,Self-Employed
47.0,39588.84,10854.24,Yes,Bachelors,Female,738.0,Employed
42.0,63017.71,5642.49,No,Masters,Female,681.0,Self-Employed
43.0,51584.84,16983.57,Yes,PhD,Female,723.0,Self-Employed
28.0,9082.59,5740.14,No,High School,Female,771.0,Employed
32.0,114200.35,16611.65,Yes,Bachelors,Female,683.0,Self-Employed
46.0,54554.09,18666.51,Yes,Masters,Male,666.0,Unemployed
52.0,51174.04,20627.57,Yes,Masters,Female,742.0,Unemployed
19.0,102458.42,14349.01,Yes,Bachelors,Female,714.0,Employed
32.0,46559.73,25038.7,No,Bachelors,Female,727.0,Employed
38.0,40972.21,8045.68,Yes,PhD,Female,776.0,Self-Employed
29.0,65891.84,22277.66,Yes,Masters,Female,688.0,Unemployed
30.0,60100.53,11166.28,No,Masters,Male,735.0,Unemployed
43.0,57212.84,15180.27,No,Masters,Male,730.0,Self-Employed
54.0,51653.91,15784.49,No,Bachelors,Male,654.0,Employed
,66228.21,21739.92,No,Masters,Female,753.0,Employed
36.0,102729.8,9512.2,No,Masters,Female,743.0,Employed
43.0,37787.16,25679.61,Yes,Bachelors,Female,711.0,Self-Employed
46.0,86812.06,4282.15,Yes,High School,Female,768.0,Self-Employed
41.0,100673.82,14600.51,Yes,Bachelors,Male,627.0,Unemployed
56.0,57476.06,17869.18,No,Masters,Male,695.0,Employed
38.0,77527.93,20166.18,Yes,High School,Male,753.0,Employed
,67560.76,7857.93,Yes,High School,Female,688.0,Employed
32.0,35614.23,5151.72,No,High School,Male,672.0,Employed
39.0,94379.73,21556.12,No,Masters,Female,738.0,Employed
,70704.42,16216.44,No,Bachelors,Female,673.0,Self-Employed
47.0,59580.3,5475.1,Yes,Bachelors,Male,751.0,Employed
37.0,39566.61,12452.54,Yes,Bachelors,Female,766.0,Employed
42.0,80418.04,11306.88,Yes,Masters,Male,710.0,Employed
35.0,73042.36,20671.51,Yes,High School,Male,711.0,Unemployed
44.0,82116.1,13189.06,No,Bachelors,Female,690.0,Employed
42.0,81105.29,14086.14,Yes,Bachelors,Female,718.0,Employed
28.0,53736.01,13721.91,Yes,Masters,Male,700.0,Self-Employed
29.0,1601.88,23356.22,Yes,PhD,Male,783.0,Employed
38.0,67801.2,19537.51,Yes,PhD,Female,787.0,Employed
45.0,,18456.3,Yes,PhD,Male,714.0,Employed
57.0,73276.34,16012.44,Yes,Bachelors,Female,764.0,Employed
41.0,100357.56,15961.81,Yes,Masters,Female,744.0,Unemployed
48.0,69025.44,10452.84,Yes,Masters,Male,675.0,Employed
22.0,83851.59,19354.76,Yes,Masters,Male,663.0,Employed
58.0,77541.85,13120.71,Yes,Bachelors,Male,700.0,Employed
44.0,42303.83,8595.66,Yes,Masters,Female,677.0,Unemployed
38.0,44196.36,14264.41,Yes,Bachelors,Male,734.0,Employed
36.0,93071.68,15066.78,Yes,High School,Female,744.0,Employed
27.0,52410.67,21729.57,Yes,Bachelors,Male,684.0,Employed
30.0,77383.22,19282.55,No,Bachelors,Female,763.0,Employed
57.0,49521.09,10060.67,Yes,Masters,Female,802.0,Employed
28.0,84928.72,20192.62,No,High School,Male,695.0,Employed
28.0,74948.47,,Yes,Masters,Female,740.0,Employed
31.0,64043.18,17082.59,Yes,Masters,Male,745.0,Employed
26.0,83331.69,11559.67,Yes,Bachelors,Male,721.0,Employed
38.0,75193.98,7979.38,No,High School,Male,,Employed
49.0,55554.68,9102.13,Yes,Bachelors,Male,756.0,Employed
32.0,70239.03,22325.41,Yes,High School,Female,756.0,Employed
24.0,83382.2,17258.75,Yes,High School,Female,700.0,Employed
41.0,92153.9,16888.62,Yes,Bachelors,Female,766.0,Employed
37.0,67425.61,19849.36,Yes,High School,Male,706.0,Employed
48.0,105729.07,13827.38,Yes,Masters,Male,,Employed
33.0,55109.66,21889.3,No,High School,Female,640.0,Employed
35.0,38863.1,13889.33,Yes,Masters,Female,753.0,Unemployed
37.0,41778.77,-749.16,Yes,High School,Female,753.0,Employed
,69800.95,23039.04,Yes,Bachelors,Male,734.0,Employed
34.0,70240.49,253.06,Yes,High School,Male,,Employed
32.0,72512.05,13666.78,Yes,High School,Male,766.0,Employed
19.0,56638.87,18764.49,Yes,Bachelors,Female,779.0,Employed
32.0,114514.3,3248.55,Yes,Masters,Female,660.0,Self-Employed
45.0,100218.6,14272.74,No,Bachelors,Female,768.0,Employed
47.0,47114.26,14186.66,Yes,High School,Female,665.0,Unemployed
33.0,67961.41,19587.97,No,Masters,Male,690.0,Self-Employed
51.0,70985.69,17414.83,Yes,Bachelors,Male,710.0,Employed
38.0,83712.6,8298.91,No,Masters,Male,769.0,Self-Employed
25.0,39515.97,11755.38,Yes,High School,Female,749.0,Employed
21.0,35717.48,9638.3,Yes,Bachelors,Female,718.0,Employed
50.0,45621.79,5716.07,Yes,Bachelors,Male,709.0,Employed
34.0,100082.16,11745.51,No,Bachelors,Male,741.0,Employed
26.0,56905.9,22416.73,No,Bachelors,Female,726.0,Self-Employed
15.0,86170.59,17223.79,Yes,Bachelors,Female,769.0,Self-Employed
34.0,81776.61,17132.23,No,Masters,Male,677.0,Self-Employed
42.0,66406.32,8949.02,Yes,Bachelors,Male,815.0,Employed
31.0,,5247.52,Yes,Bachelors,Male,765.0,Employed
27.0,45449.58,17841.63,No,Masters,Male,625.0,Employed
33.0,60571.31,20046.93,No,Bachelors,Male,728.0,Self-Employed
50.0,25665.78,15815.32,Yes,Bachelors,Female,660.0,Employed
24.0,71953.64,18798.09,No,High School,Female,715.0,Employed
32.0,54153.57,13328.49,Yes,Bachelors,Female,603.0,Employed
50.0,113798.56,15278.53,Yes,Masters,Male,651.0,Employed
43.0,71173.68,11392.02,Yes,Bachelors,Male,717.0,Employed
40.0,86387.22,16930.11,Yes,Masters,Male,695.0,Employed
32.0,83056.31,14071.34,Yes,Masters,Female,772.0,Employed
38.0,68447.0,18028.0,No,Bachelors,Female,700.0,Self-Employed
33.0,,18911.64,Yes,Bachelors,Female,743.0,Employed
29.0,70661.43,13233.64,Yes,Bachelors,Female,782.0,Employed
27.0,79511.76,17568.78,Yes,Masters,Female,651.0,Employed
46.0,117159.93,11520.21,Yes,Bachelors,Female,664.0,Employed
37.0,73845.28,23979.62,Yes,Bachelors,Male,687.0,Employed
41.0,59444.23,22058.17,No,High School,Male,716.0,Employed
40.0,55843.67,16473.18,Yes,Bachelors,Female,754.0,Employed
42.0,68338.6,11203.21,Yes,Masters,Male,648.0,Employed
35.0,72343.66,16223.36,Yes,High School,Male,658.0,Employed
33.0,71183.01,8936.79,Yes,High School,Male,723.0,Employed
30.0,38360.1,17046.25,No,PhD,Female,647.0,Unemployed
24.0,24728.9,4343.95,Yes,PhD,Male,685.0,Unemployed
27.0,50625.57,9609.19,No,Masters,Female,681.0,Employed
34.0,71174.19,16840.82,Yes,Masters,Female,701.0,Employed
22.0,71263.79,21963.91,Yes,Bachelors,Female,798.0,Self-Employed
24.0,79090.67,16834.87,Yes,High School,Female,,Employed
48.0,77260.06,13403.33,Yes,Bachelors,Male,671.0,Employed
40.0,60009.52,10177.52,No,Masters,Female,690.0,Employed
33.0,49586.43,12441.92,No,High School,Male,684.0,Employed
61.0,80421.25,6163.66,No,Bachelors,Male,751.0,Employed
22.0,74522.32,13014.95,Yes,Bachelors,Male,742.0,Employed
48.0,48135.81,26012.89,No,High School,Female,686.0,Employed
37.0,82495.5,15635.84,No,Masters,Female,713.0,Employed
46.0,89140.73,17086.38,Yes,Masters,Male,686.0,Employed
39.0,85789.34,5701.6,Yes,High School,Male,728.0,Self-Employed
19.0,89289.42,22026.14,Yes,Bachelors,Male,774.0,Self-Employed
39.0,54987.83,22605.5,Yes,Bachelors,Female,772.0,Self-Employed
41.0,87035.98,16075.17,Yes,Bachelors,Male,742.0,Employed
,66843.19,18071.56,No,PhD,Female,691.0,Employed
57.0,110896.43,11656.24,Yes,Bachelors,Male,684.0,Employed
41.0,87882.55,13619.38,Yes,Masters,Female,649.0,Employed
45.0,78588.0,28467.66,Yes,Bachelors,Female,715.0,Employed
26.0,104325.17,12661.12,Yes,Bachelors,Female,686.0,Employed
,59874.09,24151.24,No,Bachelors,Female,769.0,Employed
49.0,81013.72,25269.47,Yes,PhD,Male,650.0,Self-Employed
41.0,114711.65,17211.79,Yes,PhD,Female,757.0,Employed
38.0,86263.78,14397.67,Yes,Bachelors,Female,648.0,Self-Employed
29.0,73028.86,8375.45,Yes,High School,Female,669.0,Employed
36.0,64603.71,17694.41,No,Bachelors,Female,681.0,Employed
33.0,50634.54,15075.48,Yes,Bachelors,Female,677.0,Employed
44.0,64208.9,14469.08,Yes,Bachelors,Female,,Employed
30.0,53623.41,12613.24,No,Masters,Male,717.0,Employed
44.0,65395.82,16505.69,No,High School,Female,778.0,Employed
30.0,67796.18,17336.64,No,Masters,Female,723.0,Self-Employed
35.0,89774.98,14833.11,Yes,Masters,Female,680.0,Employed
44.0,61827.69,20885.43,Yes,Bachelors,Male,650.0,Employed
31.0,58067.39,14905.12,Yes,High School,Male,701.0,Employed
45.0,87744.7,14249.56,Yes,Bachelors,Male,689.0,Employed
44.0,83933.92,9380.44,Yes,High School,Male,745.0,Employed
35.0,65131.02,13950.64,Yes,Bachelors,Male,770.0,Self-Employed
50.0,82018.05,14673.9,Yes,High School,Male,790.0,Self-Employed
39.0,64759.39,2712.47,Yes,Bachelors,Male,743.0,Employed
49.0,65736.3,17564.14,Yes,Bachelors,Female,672.0,Employed
56.0,101077.38,19578.49,No,Masters,Male,754.0,Employed
36.0,67243.42,25997.98,Yes,Masters,Male,754.0,Employed
44.0,61883.16,10350.51,No,Bachelors,Male,679.0,Employed
32.0,70357.61,14457.66,Yes,Masters,Female,731.0,Unemployed
28.0,30692.93,17268.72,Yes,Bachelors,Male,693.0,Employed
36.0,66640.97,14723.98,Yes,Bachelors,Female,677.0,Employed
24.0,75094.67,11256.63,Yes,Bachelors,Male,768.0,Employed
29.0,109627.72,7653.99,No,High School,Male,726.0,Self-Employed
44.0,71847.59,15361.03,Yes,Bachelors,Female,770.0,Unemployed
33.0,78758.33,21150.79,Yes,Bachelors,Male,712.0,Employed
45.0,76928.63,15024.48,No,Bachelors,Female,689.0,Employed
41.0,115372.05,,No,Bachelors,Female,626.0,Unemployed
57.0,90054.02,16929.38,Yes,Masters,Female,806.0,Employed
43.0,40980.04,18770.31,Yes,Bachelors,Male,774.0,Employed
49.0,94583.17,16642.27,No,Masters,Female,678.0,Employed
42.0,51101.47,,Yes,Bachelors,Male,,Employed
41.0,56927.36,17295.54,Yes,High School,Female,772.0,Self-Employed
50.0,44005.24,11863.13,Yes,Masters,Female,737.0,Self-Employed
45.0,106446.69,11401.61,Yes,Masters,Male,761.0,Self-Employed
40.0,93726.86,9600.06,Yes,High School,Male,620.0,Employed
40.0,94613.23,14567.26,Yes,Masters,Male,656.0,Unemployed
43.0,90717.75,12310.48,No,Masters,Male,726.0,Self-Employed
31.0,83814.84,13534.24,Yes,Bachelors,Female,687.0,Employed
31.0,63606.17,10012.34,No,Masters,Female,695.0,Unemployed
52.0,74120.97,19476.35,No,PhD,Female,620.0,Employed
57.0,59673.15,13043.66,No,High School,Male,698.0,Employed
29.0,52973.29,11368.18,No,High School,Male,730.0,Unemployed
31.0,57190.36,6552.0,No,PhD,Male,754.0,Employed
49.0,117083.45,23411.08,No,Bachelors,Male,740.0,Employed
43.0,62353.97,7227.91,No,PhD,Female,698.0,Employed
45.0,90015.53,16434.88,No,Bachelors,Female,760.0,Employed
47.0,111543.4,18309.6,Yes,High School,Female,699.0,Employed
36.0,85614.11,13061.96,No,High School,Male,815.0,Employed
41.0,54239.62,17096.05,Yes,Bachelors,Female,738.0,Employed
41.0,55267.79,17478.33,Yes,Masters,Male,717.0,Employed
29.0,72377.06,19203.13,Yes,PhD,Male,721.0,Self-Employed
41.0,115135.57,18018.23,Yes,Bachelors,Male,677.0,Employed
50.0,98470.85,13434.41,Yes,Masters,Female,758.0,Employed
35.0,80733.0,12998.7,Yes,Masters,Female,681.0,Employed
40.0,65916.5,25245.64,No,Masters,Male,773.0,Employed
40.0,77588.89,20468.47,Yes,PhD,Male,730.0,Employed
,73784.89,11510.06,Yes,Bachelors,Male,679.0,Unemployed
45.0,73658.16,16650.29,No,Masters,Female,741.0,Employed
31.0,52491.85,16973.7,No,Masters,Male,687.0,Employed
51.0,52116.12,14908.19,Yes,Masters,Male,682.0,Self-Employed
44.0,76576.14,23781.58,Yes,Bachelors,Female,729.0,Employed
29.0,46806.99,14483.26,Yes,Masters,Female,735.0,Self-Employed
55.0,57497.78,14587.88,Yes,PhD,Female,698.0,Employed
40.0,70592.89,19113.0,Yes,Bachelors,Female,696.0,Employed
31.0,76615.88,10275.7,Yes,High School,Female,701.0,Employed
49.0,92314.98,12363.47,No,Masters,Female,749.0,Employed
43.0,44939.0,22347.65,No,Bachelors,Female,753.0,Employed
20.0,,14852.89,No,Bachelors,Male,748.0,Self-Employed
33.0,96126.3,10978.18,Yes,Bachelors,Female,688.0,Self-Employed
41.0,103529.81,15874.35,Yes,High School,Male,827.0,Unemployed
16.0,49118.29,15715.84,No,Masters,Male,607.0,Self-Employed
39.0,53095.53,21682.94,Yes,Masters,Female,674.0,Employed
40.0,80911.22,20438.88,No,Bachelors,Female,745.0,Self-Employed
26.0,70974.47,16023.62,No,Bachelors,Male,796.0,Employed
41.0,71130.25,23289.19,Yes,Bachelors,Female,736.0,Employed
38.0,54387.3,21379.96,Yes,Bachelors,Female,704.0,Self-Employed
26.0,84393.91,16787.65,Yes,PhD,Male,779.0,Self-Employed
47.0,65256.74,10767.48,Yes,Bachelors,Male,695.0,Employed
46.0,64599.0,23955.09,Yes,Masters,Female,679.0,Employed
35.0,47375.23,21341.26,Yes,Bachelors,Female,760.0,Employed
36.0,85826.83,8943.79,No,Masters,Female,793.0,Employed
45.0,62772.69,12026.45,Yes,High School,Male,641.0,Employed
36.0,69096.97,8331.82,Yes,Masters,Female,803.0,Employed
19.0,93795.94,9631.81,Yes,Masters,Male,,Employed
43.0,49063.18,21343.29,Yes,Masters,Male,761.0,Employed
30.0,68266.46,15450.24,Yes,High School,Male,763.0,Employed
,38836.96,11676.91,Yes,Masters,Female,753.0,Employed
53.0,59527.18,18779.28,Yes,High School,Female,743.0,Employed
,95764.36,19203.7,No,Masters,Male,708.0,Employed
38.0,39171.99,21680.4,Yes,Bachelors,Male,657.0,Employed
43.0,74713.62,18049.68,No,Bachelors,Male,675.0,Employed
43.0,102070.83,18202.06,Yes,Bachelors,Female,734.0,Self-Employed
29.0,80975.06,10884.81,No,Bachelors,Male,725.0,Employed
37.0,58323.93,15488.45,No,Bachelors,Male,682.0,Employed
38.0,47765.35,14844.3,Yes,High School,Female,690.0,Employed
41.0,31407.77,3264.28,Yes,Bachelors,Male,718.0,Unemployed
41.0,101246.54,16789.35,Yes,Bachelors,Male,688.0,Unemployed
64.0,61582.35,6459.26,Yes,High School,Female,683.0,Employed
26.0,33960.38,18604.0,Yes,Masters,Male,761.0,Employed
48.0,49576.7,13071.01,No,PhD,Female,669.0,Employed
50.0,48438.07,13156.76,Yes,Bachelors,Male,718.0,Employed
43.0,60097.72,12493.83,No,Bachelors,Male,745.0,Unemployed
31.0,117767.11,11951.15,Yes,PhD,Male,724.0,Employed
55.0,88458.8,13856.68,Yes,Bachelors,Male,701.0,Self-Employed
16.0,79686.14,19636.89,Yes,Masters,Female,799.0,Employed
31.0,93949.43,9578.7,Yes,High School,Male,764.0,Employed
50.0,106677.23,15055.87,No,Masters,Female,813.0,Self-Employed
34.0,80562.61,25556.6,Yes,Bachelors,Female,696.0,Employed
54.0,98823.95,11642.18,Yes,Bachelors,Female,729.0,Self-Employed
23.0,57184.75,14919.45,Yes,Bachelors,Male,771.0,Employed
27.0,52745.37,19207.68,Yes,High School,Female,818.0,Employed
33.0,49368.04,25922.67,Yes,Bachelors,Male,771.0,Employed
42.0,,22759.52,No,High School,Male,701.0,Employed
36.0,17402.45,14298.06,No,High School,Female,722.0,Employed
33.0,96494.06,16963.91,No,High School,Male,720.0,Employed
52.0,60126.64,13959.93,Yes,Bachelors,Male,726.0,Employed
53.0,86525.77,20462.19,Yes,Bachelors,Female,706.0,Employed
34.0,42163.83,14403.18,Yes,Masters,Female,729.0,Self-Employed
21.0,92224.95,23511.47,No,High School,Female,570.0,Employed
16.0,97657.04,5347.63,Yes,Bachelors,Male,671.0,Employed
40.0,72058.22,18066.6,Yes,Bachelors,Male,757.0,Employed
45.0,80555.54,18739.22,Yes,PhD,Male,822.0,Employed
,49475.31,2407.34,Yes,Masters,Male,732.0,Employed
37.0,70910.98,6826.66,Yes,High School,Male,701.0,Employed
30.0,89445.74,21572.75,Yes,Masters,Male,662.0,Self-Employed
45.0,63939.87,17595.8,Yes,Bachelors,Female,682.0,Employed
55.0,100527.57,18959.89,Yes,Bachelors,Female,718.0,Unemployed
16.0,34336.01,23393.54,Yes,Masters,Male,736.0,Employed
37.0,63426.97,13268.29,Yes,High School,Female,684.0,Employed
28.0,,23354.87,Yes,Bachelors,Female,719.0,Employed
23.0,76323.25,29628.22,No,Bachelors,Male,747.0,Employed
27.0,65739.53,21327.64,No,High School,Female,768.0,Employed
42.0,66482.56,17166.16,No,Bachelors,Female,731.0,Self-Employed
42.0,84800.04,14721.78,No,High School,Male,698.0,Unemployed
,64324.9,16050.15,Yes,PhD,Male,648.0,Employed
38.0,126134.0,15876.09,Yes,Bachelors,Male,705.0,Self-Employed
20.0,86170.55,15137.28,Yes,High School,Male,761.0,Employed
36.0,70600.91,9490.07,Yes,Bachelors,Male,731.0,Employed
24.0,56505.8,17132.12,No,PhD,Male,744.0,Self-Employed
26.0,51785.6,16162.75,Yes,Masters,Female,760.0,Employed
,78740.57,21828.79,No,Bachelors,Male,783.0,Self-Employed
40.0,59469.22,17853.91,Yes,High School,Female,750.0,Self-Employed
44.0,89817.69,11343.21,No,Masters,Male,741.0,Employed
34.0,68354.42,9518.52,No,Masters,Female,592.0,Employed
46.0,68421.68,14971.87,Yes,Masters,Male,749.0,Employed
34.0,72293.01,10658.5,No,Masters,Male,813.0,Employed
49.0,66959.6,15724.74,Yes,High School,Female,651.0,Employed
41.0,75542.88,11616.71,No,High School,Female,772.0,Unemployed
36.0,111390.26,21388.59,No,High School,Female,777.0,Self-Employed
40.0,80816.39,17928.52,Yes,Bachelors,Male,735.0,Employed
38.0,78466.84,19963.44,No,Masters,Female,644.0,Self-Employed
54.0,85740.15,14176.88,Yes,High School,Female,649.0,Employed
40.0,67829.81,15991.45,Yes,Bachelors,Female,729.0,Employed
38.0,50726.95,19588.37,No,Masters,Male,797.0,Self-Employed
36.0,9618.34,16829.69,Yes,Bachelors,Male,637.0,Employed
46.0,28983.44,18541.77,No,Masters,Female,706.0,Employed
45.0,84958.87,11596.19,No,Masters,Male,757.0,Employed
35.0,77375.99,19288.95,Yes,High School,Male,701.0,Employed
26.0,67040.27,12075.28,Yes,Bachelors,Male,708.0,Employed
,117245.76,25430.07,Yes,Bachelors,Female,793.0,Employed
36.0,69314.82,15974.42,Yes,PhD,Female,752.0,Unemployed
51.0,22764.8,20523.22,Yes,Masters,Female,744.0,Employed
35.0,85009.89,12790.38,No,High School,Female,658.0,Employed
32.0,93218.97,13927.98,Yes,Masters,Male,688.0,Employed
,84401.69,13682.19,Yes,Masters,Male,727.0,Employed
53.0,93514.52,6198.81,No,High School,Male,719.0,Employed
44.0,34782.4,1817.25,Yes,PhD,Female,736.0,Employed
46.0,71893.75,13558.96,Yes,PhD,Female,792.0,Unemployed
48.0,53399.48,,No,Masters,Female,720.0,Employed
36.0,80461.96,16430.41,Yes,Bachelors,Male,746.0,Unemployed
39.0,100406.27,14204.7,Yes,Bachelors,Female,560.0,Employed
53.0,62637.43,907.73,Yes,Masters,Male,694.0,Employed
40.0,83032.07,12338.08,Yes,Bachelors,Male,749.0,Employed
44.0,52470.74,14875.08,Yes,Bachelors,Male,690.0,Employed
47.0,69649.69,22055.9,Yes,High School,Male,672.0,Employed
44.0,59715.83,12715.88,Yes,Bachelors,Female,828.0,Self-Employed
37.0,106020.02,6792.17,Yes,High School,Female,756.0,Employed
,48403.64,6152.42,No,Bachelors,Male,693.0,Employed
46.0,71764.73,12392.86,Yes,Masters,Male,776.0,Employed
46.0,,10074.55,Yes,Masters,Female,699.0,Employed
50.0,31100.79,13967.85,No,Bachelors,Female,652.0,Employed
44.0,78625.01,15853.45,Yes,Masters,Female,693.0,Unemployed
,72222.25,17683.58,No,PhD,Male,681.0,Employed
34.0,56376.39,17830.34,No,High School,Female,688.0,Employed
32.0,94322.11,11999.54,Yes,Bachelors,Male,665.0,Employed
46.0,104319.25,18147.22,No,Masters,Female,719.0,Employed
32.0,83159.72,7361.86,Yes,Masters,Female,755.0,Employed
38.0,64064.61,15682.57,Yes,Bachelors,Male,710.0,Employed
52.0,41061.46,16066.33,Yes,Bachelors,Male,708.0,Employed
50.0,73599.66,15628.05,Yes,Bachelors,Male,741.0,Employed
41.0,66926.97,9817.82,Yes,High School,Female,708.0,Self-Employed
,68141.03,10361.71,Yes,Masters,Female,749.0,Employed
37.0,60062.27,,Yes,Bachelors,Male,711.0,Employed
47.0,58303.45,12909.6,Yes,High School,Male,768.0,Employed
38.0,70581.24,17948.57,No,Bachelors,Male,715.0,Unemployed
32.0,45374.18,11955.52,No,Bachelors,Female,677.0,Employed
50.0,90728.24,29265.73,Yes,Masters,Female,764.0,Self-Employed
40.0,54733.85,13602.62,No,Bachelors,Male,796.0,Unemployed
32.0,72240.76,20969.51,Yes,Bachelors,Male,680.0,Employed
43.0,63514.29,26882.64,Yes,Bachelors,Female,757.0,Employed
48.0,83004.0,20552.89,Yes,Masters,Male,,Employed
28.0,81908.73,13233.77,Yes,PhD,Male,625.0,Employed
36.0,80140.76,14512.46,No,High School,Male,760.0,Employed
36.0,46622.16,-1536.94,Yes,Masters,Female,744.0,Unemployed
43.0,66150.86,3295.57,No,Masters,Male,730.0,Self-Employed
44.0,102045.19,14913.05,Yes,Bachelors,Male,724.0,Self-Employed
32.0,63162.28,12089.52,No,High School,Female,765.0,Self-Employed
23.0,90985.62,9409.95,No,Masters,Male,684.0,Employed
48.0,69797.17,15170.41,Yes,High School,Female,795.0,Self-Employed
27.0,63804.73,12053.88,Yes,Bachelors,Male,,Employed
,73731.21,10144.91,Yes,High School,Male,659.0,Self-Employed
37.0,53355.91,20020.78,No,Bachelors,Male,671.0,Employed
40.0,87997.48,8553.39,No,High School,Male,672.0,Employed
55.0,52921.55,18486.24,Yes,High School,Male,749.0,Employed
68.0,81073.24,16199.16,Yes,Bachelors,Female,738.0,Employed
22.0,91572.18,21829.89,Yes,Masters,Male,690.0,Employed
48.0,78514.61,12629.21,Yes,Masters,Female,721.0,Self-Employed
36.0,58619.67,8269.49,Yes,Masters,Male,769.0,Employed
48.0,73714.13,11826.39,No,Masters,Male,761.0,Employed
48.0,55315.67,14793.79,Yes,High School,Male,724.0,Self-Employed
52.0,65773.38,,Yes,PhD,Male,755.0,Employed
41.0,59534.33,19027.23,Yes,High School,Male,803.0,Employed
29.0,54775.06,13912.96,Yes,High School,Male,751.0,Self-Employed
47.0,82611.5,14614.51,Yes,Masters,Male,647.0,Employed
39.0,89678.83,18487.43,Yes,Bachelors,Female,721.0,Employed
36.0,91065.47,20276.41,Yes,PhD,Male,,Unemployed
33.0,74842.36,16634.29,Yes,Bachelors,Female,777.0,Unemployed
48.0,99382.89,16440.7,Yes,Bachelors,Male,696.0,Self-Employed
54.0,56462.03,16190.16,Yes,Bachelors,Male,771.0,Self-Employed
26.0,95702.98,16346.17,Yes,Bachelors,Male,705.0,Employed
44.0,88191.22,16351.94,Yes,Bachelors,Male,684.0,Self-Employed
34.0,70796.63,10015.05,No,High School,Female,659.0,Employed
23.0,74461.31,6909.07,Yes,Masters,Female,675.0,Employed
39.0,90726.12,10615.17,Yes,Bachelors,Male,728.0,Employed
30.0,83237.39,12677.7,No,Masters,Male,719.0,Employed
22.0,75229.64,18286.17,No,Bachelors,Female,695.0,Employed
30.0,60995.24,13645.38,Yes,High School,Male,721.0,Employed
28.0,51514.12,16014.57,No,High School,Female,760.0,Employed
32.0,72166.29,15352.03,Yes,Bachelors,Female,826.0,Unemployed
25.0,47113.12,17481.62,Yes,Masters,Male,713.0,Employed
34.0,,12859.3,No,Bachelors,Male,805.0,Employed
31.0,34513.75,11371.0,Yes,High School,Female,723.0,Unemployed
42.0,,6763.14,No,Masters,Female,687.0,Employed
44.0,64463.53,16661.69,Yes,Masters,Male,794.0,Unemployed
41.0,61211.72,33.76,No,Bachelors,Male,687.0,Employed
36.0,64469.27,,No,Bachelors,Male,714.0,Employed
35.0,12354.61,19443.52,Yes,Masters,Female,700.0,Employed
30.0,61162.06,14252.69,No,High School,Male,866.0,Employed
30.0,52646.18,,No,High School,Female,689.0,Employed
45.0,52899.71,12846.04,No,High School,Female,675.0,Employed
20.0,132419.53,14971.35,Yes,Bachelors,Female,792.0,Employed
37.0,42221.64,,No,Masters,Female,700.0,Unemployed
35.0,77922.81,18474.07,Yes,Bachelors,Male,650.0,Employed
44.0,54088.24,13577.97,Yes,High School,Male,,Employed
24.0,51755.77,9058.54,No,Bachelors,Male,670.0,Employed
38.0,43063.93,16632.94,Yes,PhD,Female,703.0,Employed
41.0,92566.01,14363.92,No,Bachelors,Male,757.0,Self-Employed
19.0,94088.3,11514.04,Yes,High School,Male,735.0,Employed
27.0,57594.72,18230.86,Yes,Masters,Male,683.0,Employed
37.0,88242.76,24982.89,No,Bachelors,Male,712.0,Self-Employed
43.0,49283.43,17356.34,Yes,Bachelors,Male,677.0,Employed
40.0,61978.0,18983.61,Yes,Bachelors,Female,779.0,Employed
44.0,83579.28,15758.4,No,Masters,Male,736.0,Employed
27.0,49975.77,22149.05,Yes,Bachelors,Female,617.0,Employed
22.0,55213.77,18261.94,No,Masters,Female,600.0,Employed
39.0,70490.05,12216.27,Yes,Bachelors,Male,749.0,Employed
26.0,70745.86,17982.22,No,High School,Male,725.0,Employed
,48433.67,17158.4,No,Bachelors,Female,762.0,Employed
47.0,114659.45,13024.54,Yes,Bachelors,Male,654.0,Unemployed
40.0,53123.41,21214.97,No,Bachelors,Male,717.0,Employed
32.0,89055.43,8676.11,Yes,Bachelors,Male,747.0,Employed
31.0,81917.1,16860.33,No,Bachelors,Male,661.0,Employed
44.0,53892.61,12841.8,No,High School,Female,670.0,Employed
40.0,79265.18,6967.94,No,Masters,Female,699.0,Employed
26.0,,15585.75,Yes,Masters,Male,826.0,Unemployed
19.0,71417.0,12931.93,Yes,Masters,Female,696.0,Unemployed
57.0,86481.21,12080.15,Yes,PhD,Male,754.0,Employed
,58835.64,9701.31,No,Bachelors,Female,768.0,Self-Employed
43.0,78229.61,25050.98,Yes,Masters,Female,701.0,Unemployed
53.0,58479.76,2699.26,Yes,Bachelors,Male,730.0,Employed
,73512.83,4190.76,Yes,Masters,Male,621.0,Employed
32.0,72122.75,17614.01,No,Masters,Female,816.0,Employed
24.0,62667.23,17315.01,Yes,PhD,Male,724.0,Unemployed
24.0,33373.5,8052.84,Yes,PhD,Male,712.0,Employed
42.0,85617.81,12009.38,Yes,Bachelors,Female,651.0,Employed
53.0,109809.52,18134.27,Yes,High School,Male,688.0,Employed
34.0,72792.24,13622.26,Yes,PhD,Male,843.0,Employed
32.0,57739.23,18980.78,No,Masters,Female,711.0,Employed
45.0,74161.84,14772.19,No,Bachelors,Male,689.0,Employed
,92920.53,12389.38,Yes,Bachelors,Male,692.0,Employed
41.0,95590.87,7711.22,Yes,Bachelors,Female,574.0,Employed
38.0,88233.72,14672.97,No,Masters,Female,717.0,Self-Employed
34.0,78903.6,11793.83,No,Bachelors,Female,739.0,Employed
38.0,83506.02,19977.16,Yes,Bachelors,Female,674.0,Unemployed
56.0,72365.71,19776.56,Yes,High School,Female,733.0,Employed
44.0,50879.27,13772.96,Yes,Bachelors,Male,733.0,Self-Employed
49.0,62428.98,,Yes,Masters,Male,547.0,Self-Employed
29.0,63541.57,13144.52,Yes,Masters,Male,732.0,Employed
49.0,75851.13,12345.51,Yes,High School,Male,746.0,Employed
44.0,34720.25,9647.57,Yes,High School,Female,672.0,Employed
23.0,80220.75,15337.52,Yes,High School,Male,757.0,Employed
43.0,29740.76,13549.53,Yes,Bachelors,Female,661.0,Employed
33.0,78226.69,22450.18,Yes,Bachelors,Male,728.0,Employed
23.0,93396.92,13237.32,No,Bachelors,Male,727.0,Employed
39.0,87896.79,27028.63,Yes,Bachelors,Male,770.0,Employed
43.0,52085.87,24037.26,Yes,Bachelors,Female,748.0,Employed
40.0,82472.07,11401.6,Yes,Masters,Male,706.0,Employed
37.0,84087.12,14623.48,No,Bachelors,Male,854.0,Employed
35.0,104115.52,7234.63,Yes,Bachelors,Male,792.0,Employed
,77314.27,12899.85,Yes,High School,Female,672.0,Employed
26.0,90522.38,16871.83,Yes,High School,Female,,Employed
47.0,61257.48,16027.8,Yes,Masters,Female,713.0,Employed
38.0,52958.73,10960.06,No,Bachelors,Female,645.0,Employed
29.0,87285.17,14617.81,Yes,Bachelors,Female,674.0,Employed
38.0,87562.92,17502.89,No,Bachelors,Female,753.0,Employed
24.0,57290.44,14362.07,No,Masters,Male,724.0,Self-Employed
32.0,45763.34,21743.12,No,Masters,Male,659.0,Employed
38.0,72464.87,14553.32,Yes,Bachelors,Female,711.0,Employed
22.0,70875.55,7062.78,No,Bachelors,Male,668.0,Unemployed
43.0,74677.51,6996.23,No,Bachelors,Female,693.0,Employed
,87716.58,13121.72,No,Masters,Male,863.0,Employed
23.0,90577.22,9051.84,Yes,Masters,Female,732.0,Employed
27.0,70157.05,6904.09,Yes,Masters,Male,759.0,Employed
60.0,50094.03,12865.35,Yes,High School,Female,770.0,Self-Employed
18.0,55486.41,18983.83,Yes,Masters,Male,731.0,Employed
42.0,58066.51,12682.65,Yes,High School,Male,729.0,Employed
30.0,67596.78,16652.16,No,Bachelors,Male,752.0,Employed
34.0,59708.65,22185.96,Yes,Masters,Male,724.0,Employed
44.0,,16915.63,Yes,High School,Male,732.0,Employed
44.0,71476.08,10336.43,Yes,Bachelors,Female,715.0,Employed
31.0,57138.48,14876.59,Yes,Bachelors,Male,696.0,Employed
24.0,76439.89,12811.01,Yes,Masters,Female,636.0,Employed
44.0,106552.92,17514.36,No,PhD,Male,673.0,Employed
44.0,66665.49,15932.56,Yes,Masters,Male,703.0,Employed
35.0,56366.71,13586.27,Yes,Bachelors,Female,709.0,Employed
42.0,76133.61,15399.47,No,Bachelors,Male,780.0,Self-Employed
34.0,54098.27,13398.91,Yes,Bachelors,Female,733.0,Employed
30.0,67053.82,7011.2,Yes,Bachelors,Male,737.0,Self-Employed
38.0,56431.09,5304.12,No,High School,Male,647.0,Employed
43.0,48603.05,19369.99,Yes,Masters,Male,710.0,Employed
,52428.39,20139.03,Yes,High School,Male,670.0,Employed
43.0,56783.78,15934.22,Yes,PhD,Female,808.0,Self-Employed
30.0,49165.64,19713.87,No,Bachelors,Female,673.0,Employed
54.0,95576.28,23576.23,No,Bachelors,Female,742.0,Employed
35.0,78627.48,12741.7,Yes,Bachelors,Male,856.0,Employed
37.0,88836.25,11341.2,Yes,Bachelors,Male,743.0,Employed
25.0,42833.41,18675.25,No,Masters,Male,559.0,Employed
36.0,64121.18,21986.95,Yes,Bachelors,Female,773.0,Employed
43.0,78383.63,11636.11,No,Bachelors,Female,715.0,Self-Employed
46.0,103054.19,22373.14,No,High School,Female,644.0,Employed
54.0,54945.76,13109.52,Yes,Bachelors,Male,726.0,Unemployed
43.0,44273.92,16123.65,Yes,High School,Male,753.0,Employed
41.0,73812.51,13184.92,Yes,Bachelors,Female,656.0,Employed
,56525.01,16249.03,Yes,Masters,Male,743.0,Self-Employed
31.0,104116.25,9749.19,Yes,Bachelors,Male,739.0,Unemployed
48.0,80840.28,20144.93,Yes,Bachelors,Female,786.0,Employed
48.0,64286.38,6823.68,Yes,Bachelors,Female,722.0,Employed
27.0,64344.44,10328.69,Yes,Masters,Female,743.0,Self-Employed
45.0,67467.64,21483.85,Yes,Bachelors,Male,641.0,Employed
45.0,33506.39,26315.22,Yes,Bachelors,Male,741.0,Employed
27.0,70839.44,12358.36,No,High School,Female,736.0,Employed
43.0,60260.32,22669.92,Yes,High School,Male,704.0,Employed
28.0,82655.13,,No,Bachelors,Female,748.0,Self-Employed
14.0,52047.44,17038.84,Yes,High School,Female,772.0,Self-Employed
36.0,83650.6,12600.3,Yes,High School,Female,690.0,Self-Employed
41.0,80859.58,22016.21,Yes,High School,Female,702.0,Employed
37.0,73194.51,14058.84,Yes,Bachelors,Female,832.0,Employed
67.0,95074.01,17325.27,Yes,High School,Female,632.0,Employed
42.0,32305.24,4190.83,Yes,Bachelors,Female,779.0,Employed
39.0,78877.63,12985.6,Yes,High School,Female,844.0,Unemployed
42.0,,11946.52,Yes,High School,Male,643.0,Employed
34.0,68518.58,15630.81,Yes,Bachelors,Female,798.0,Employed
47.0,50363.82,13431.82,Yes,Masters,Male,761.0,Employed
42.0,41606.87,12459.54,Yes,Bachelors,Male,770.0,Unemployed
41.0,87846.4,14980.45,Yes,High School,Male,733.0,Self-Employed
32.0,85762.29,11125.84,No,Bachelors,Male,689.0,Employed
22.0,105972.37,6719.72,No,High School,Female,677.0,Self-Employed
33.0,109258.08,12765.0,Yes,PhD,Male,705.0,Unemployed
41.0,39037.27,13867.24,No,Bachelors,Male,777.0,Employed
34.0,66907.95,18753.07,Yes,High School,Female,799.0,Employed
41.0,75014.59,13972.01,Yes,Bachelors,Male,804.0,Employed
36.0,89240.73,16950.51,No,Bachelors,Female,706.0,Unemployed
42.0,98536.77,11382.33,Yes,High School,Male,670.0,Employed
28.0,49418.18,14911.08,Yes,High School,Female,719.0,Employed
40.0,59180.09,6346.76,Yes,Bachelors,Female,815.0,Self-Employed
32.0,97416.78,11859.51,Yes,Bachelors,Female,719.0,Unemployed
23.0,36538.18,1389.75,No,PhD,Male,697.0,Employed
36.0,48469.73,,No,Masters,Male,799.0,Employed
53.0,78755.59,8632.35,No,Masters,Male,655.0,Employed
23.0,111086.58,18076.49,No,Bachelors,Male,692.0,Employed
39.0,36459.09,16760.49,Yes,Bachelors,Female,661.0,Employed
46.0,71191.41,20341.16,Yes,Masters,Male,792.0,Employed
61.0,81088.0,8401.73,No,Bachelors,Female,747.0,Self-Employed
33.0,99396.54,19107.93,Yes,Masters,Female,769.0,Employed
32.0,78934.56,12115.45,Yes,Masters,Male,671.0,Employed
26.0,33166.91,23971.06,Yes,Bachelors,Female,787.0,Self-Employed
49.0,44281.68,14106.85,Yes,Masters,Female,575.0,Employed
29.0,97440.53,23026.89,Yes,PhD,Female,656.0,Employed
34.0,78805.25,29382.48,No,PhD,Female,728.0,Employed
20.0,47483.45,17116.89,No,Masters,Male,765.0,Unemployed
47.0,79869.93,23908.64,Yes,Bachelors,Male,686.0,Employed
50.0,76143.18,13344.74,Yes,Bachelors,Female,621.0,Employed
46.0,20110.68,21557.07,Yes,Bachelors,Female,675.0,Employed
22.0,28010.98,14680.87,No,Bachelors,Female,664.0,Employed
44.0,76215.54,17834.98,Yes,Bachelors,Female,860.0,Employed
21.0,110708.54,17523.56,No,High School,Male,754.0,Employed
39.0,75275.13,14116.15,No,High School,Female,669.0,Employed
40.0,21011.45,7585.09,Yes,Masters,Male,641.0,Self-Employed
41.0,37751.59,8217.42,Yes,High School,Male,679.0,Self-Employed
43.0,,20802.19,Yes,High School,Male,728.0,Employed
38.0,,15935.97,Yes,Masters,Male,696.0,Employed
18.0,66115.65,19861.39,No,Masters,Female,828.0,Self-Employed
43.0,60322.21,12493.53,No,Bachelors,Male,683.0,Employed
39.0,85877.57,13263.21,Yes,Bachelors,Female,751.0,Unemployed
29.0,92097.46,13212.23,No,Masters,Female,685.0,Employed
22.0,83879.23,6652.23,Yes,PhD,Male,762.0,Employed
53.0,50921.78,13269.5,Yes,Masters,Female,698.0,Employed
50.0,87984.88,13427.57,Yes,Masters,Female,,Employed
45.0,62939.73,14949.59,Yes,Bachelors,Male,741.0,Employed
31.0,,13743.81,No,Masters,Male,811.0,Employed
13.0,57186.58,21811.62,No,Masters,Female,731.0,Employed
46.0,70421.5,12094.92,Yes,Bachelors,Male,748.0,Employed
42.0,81406.28,19185.82,No,Bachelors,Male,657.0,Employed
34.0,29587.27,16503.33,No,High School,Female,645.0,Employed
49.0,55384.96,15155.26,Yes,Bachelors,Male,754.0,Employed
46.0,60782.37,18758.07,Yes,High School,Male,713.0,Employed
40.0,90727.44,13308.37,No,High School,Female,758.0,Employed
38.0,52665.87,12380.13,No,Bachelors,Female,695.0,Self-Employed
39.0,63380.36,13194.0,Yes,Masters,Female,733.0,Employed
45.0,86192.72,16031.59,No,Bachelors,Female,682.0,Employed
29.0,70792.02,5828.19,Yes,High School,Female,744.0,Self-Employed
42.0,100662.42,14163.31,Yes,PhD,Female,674.0,Unemployed
29.0,66996.81,18463.28,Yes,High School,Male,726.0,Employed
51.0,107659.5,14878.18,No,Bachelors,Female,691.0,Employed
43.0,,15589.84,No,Bachelors,Male,784.0,Employed
31.0,79160.89,17304.49,Yes,Bachelors,Male,684.0,Employed
39.0,78365.5,15441.43,No,Bachelors,Male,691.0,Employed
29.0,81180.52,6882.51,Yes,High School,Male,706.0,Employed
53.0,86331.89,22291.3,Yes,Bachelors,Male,766.0,Employed
54.0,72474.26,28069.36,Yes,Masters,Male,718.0,Self-Employed
45.0,93374.78,22624.47,Yes,Masters,Male,711.0,Employed
54.0,80007.77,13930.87,Yes,Bachelors,Female,702.0,Employed
40.0,97722.12,10571.69,No,Bachelors,Male,732.0,Employed
46.0,40944.6,22569.21,Yes,PhD,Female,690.0,Self-Employed
50.0,74325.25,15714.27,No,Bachelors,Male,680.0,Self-Employed
38.0,90308.94,19649.24,Yes,Bachelors,Male,710.0,Employed
39.0,,10039.98,Yes,Bachelors,Female,691.0,Employed
47.0,78611.36,17556.98,Yes,Masters,Male,696.0,Employed
44.0,82172.53,16936.41,No,Bachelors,Female,615.0,Employed
30.0,104557.85,21924.48,No,Masters,Female,786.0,Employed
16.0,63208.87,19090.71,Yes,Bachelors,Male,721.0,Employed
36.0,74222.81,15836.69,Yes,Masters,Male,719.0,Employed
17.0,58883.64,24459.66,Yes,Bachelors,Female,679.0,Employed
28.0,67183.63,13656.97,Yes,Bachelors,Female,697.0,Employed
29.0,102389.11,22669.84,Yes,Bachelors,Male,663.0,Employed
32.0,69415.84,17826.54,No,Bachelors,Female,676.0,Employed
46.0,55815.34,18709.57,No,High School,Male,708.0,Employed
48.0,66345.42,29867.41,Yes,High School,Female,726.0,Unemployed
43.0,59621.54,4293.18,Yes,Masters,Female,744.0,Employed
,61172.53,8053.51,Yes,High School,Male,760.0,Employed
45.0,59222.25,20872.98,Yes,Masters,Male,780.0,Self-Employed
13.0,60000.91,19576.76,Yes,High School,Male,752.0,Employed
38.0,46264.39,15641.47,Yes,High School,Male,716.0,Self-Employed
20.0,71384.53,20598.31,Yes,PhD,Female,742.0,Employed
43.0,50427.84,9415.13,Yes,High School,Male,712.0,Employed
17.0,92827.95,24776.93,No,PhD,Male,673.0,Employed
36.0,63760.19,21933.4,No,Bachelors,Female,823.0,Employed
43.0,78171.61,23427.24,No,Masters,Male,767.0,Employed
27.0,78213.12,7132.01,No,Bachelors,Female,745.0,Self-Employed
48.0,33272.09,20335.84,Yes,Bachelors,Male,729.0,Employed
43.0,64670.05,15007.84,Yes,Bachelors,Male,,Employed
42.0,104368.67,26939.39,Yes,Masters,Female,735.0,Employed
45.0,1400598.056378007,16306.68,No,Masters,Female,726.0,Employed
34.0,115429.42,10560.86,No,Masters,Male,773.0,Employed
40.0,80886.02,17918.79,Yes,High School,Male,722.0,Unemployed
38.0,80338.87,6536.05,Yes,Bachelors,Male,782.0,Self-Employed
38.0,74787.28,20287.94,Yes,Masters,Male,727.0,Employed
31.0,90921.24,12874.14,Yes,High School,Female,647.0,Self-Employed
26.0,92028.85,14107.06,No,Masters,Male,,Self-Employed
35.0,69628.23,16245.32,Yes,PhD,Male,690.0,Self-Employed
34.0,61393.46,13433.81,Yes,Bachelors,Female,670.0,Employed
31.0,41503.69,23137.35,Yes,PhD,Male,688.0,Employed
47.0,86275.07,13588.4,Yes,High School,Male,643.0,Employed
26.0,71313.79,17586.78,Yes,Bachelors,Female,759.0,Employed
36.0,53124.09,17800.41,Yes,Masters,Male,741.0,Employed
50.0,58390.87,15209.05,Yes,PhD,Male,732.0,Self-Employed
47.0,68632.49,11057.17,Yes,Bachelors,Male,660.0,Unemployed
50.0,50371.02,3605.27,No,Masters,Male,745.0,Employed
32.0,70971.64,20533.3,Yes,Masters,Female,822.0,Employed
46.0,37597.97,9816.72,Yes,Bachelors,Male,729.0,Employed
27.0,59351.72,25050.46,Yes,Bachelors,Male,691.0,Self-Employed
35.0,46762.45,11905.63,No,High School,Female,663.0,Employed
36.0,74007.11,21347.23,Yes,Masters,Male,683.0,Employed
32.0,,15649.82,Yes,Masters,Male,807.0,Self-Employed
34.0,58819.9,22914.95,Yes,Bachelors,Female,697.0,Employed
33.0,115195.76,,No,High School,Female,639.0,Employed
28.0,87299.98,17402.02,No,Masters,Female,736.0,Employed
47.0,82012.71,9217.67,Yes,Bachelors,Male,697.0,Self-Employed
36.0,95951.59,18800.82,Yes,Bachelors,Female,670.0,Employed
40.0,80249.41,19644.6,Yes,Masters,Female,752.0,Employed
40.0,41913.84,15871.08,Yes,Bachelors,Male,703.0,Employed
39.0,43670.06,20500.07,Yes,Bachelors,Male,729.0,Self-Employed
39.0,15802.49,17054.99,No,High School,Female,725.0,Employed
35.0,74038.84,21073.3,Yes,High School,Male,794.0,Self-Employed
52.0,48796.95,15595.88,Yes,Masters,Female,742.0,Unemployed
46.0,58591.57,20551.14,Yes,High School,Female,745.0,Employed
38.0,63602.53,16320.56,Yes,High School,Female,671.0,Employed
34.0,57830.17,25287.67,Yes,Bachelors,Female,639.0,Unemployed
37.0,69310.07,13321.18,No,PhD,Male,850.0,Employed
42.0,64340.44,14534.32,Yes,High School,Female,757.0,Employed
53.0,62347.95,11684.87,Yes,Bachelors,Female,667.0,Self-Employed
24.0,39039.83,13062.72,Yes,Bachelors,Female,777.0,Employed
45.0,74834.25,12409.96,Yes,PhD,Female,723.0,Employed
49.0,113517.33,25297.16,Yes,Bachelors,Male,705.0,Employed
23.0,75525.9,25461.08,No,PhD,Female,687.0,Employed
36.0,115380.88,14407.25,No,Bachelors,Female,733.0,Employed
27.0,58633.7,22113.05,Yes,Masters,Male,787.0,Self-Employed
42.0,64944.5,14195.03,Yes,Masters,Female,772.0,Employed
34.0,69602.8,17167.08,Yes,PhD,Male,828.0,Self-Employed
37.0,66604.12,22679.97,Yes,Bachelors,Female,710.0,Employed
34.0,93298.61,13836.14,No,Bachelors,Male,722.0,Employed
45.0,26183.37,10000.61,No,Masters,Female,768.0,Self-Employed
40.0,60906.06,17357.23,Yes,PhD,Male,754.0,Employed
40.0,103267.48,10962.29,No,High School,Female,832.0,Employed
40.0,60067.2,15180.76,No,Bachelors,Male,834.0,Employed
44.0,88571.7,16641.07,Yes,Bachelors,Male,704.0,Employed
,82082.33,18406.82,No,Bachelors,Male,619.0,Employed
55.0,68548.17,18466.46,No,Bachelors,Female,582.0,Employed
26.0,76331.96,,No,Bachelors,Male,742.0,Employed
21.0,68290.14,19299.6,Yes,Masters,Female,701.0,Employed
20.0,27473.45,22811.16,Yes,Bachelors,Male,757.0,Employed
17.0,79199.45,19265.26,Yes,Masters,Male,691.0,Employed
45.0,57678.06,20288.15,Yes,Bachelors,Male,803.0,Employed
44.0,42463.92,10556.74,No,Bachelors,Female,657.0,Employed
50.0,77739.99,,Yes,High School,Male,694.0,Employed
27.0,76419.61,17103.48,Yes,Masters,Male,694.0,Employed
45.0,89628.03,26644.84,Yes,Bachelors,Female,747.0,Employed
39.0,64776.04,4047.94,No,Masters,Female,696.0,Employed
40.0,87175.11,19458.31,Yes,PhD,Male,700.0,Self-Employed
44.0,70424.17,17776.07,Yes,Bachelors,Male,781.0,Unemployed
30.0,76905.24,18701.78,Yes,Masters,Male,775.0,Employed
64.0,78555.04,8208.59,Yes,Masters,Female,,Employed
51.0,43387.21,16005.98,Yes,Bachelors,Male,667.0,Employed
33.0,77541.67,24395.42,Yes,Masters,Male,741.0,Employed
27.0,72078.1,9259.16,No,Masters,Male,761.0,Self-Employed
37.0,64576.93,18597.34,Yes,Masters,Male,714.0,Employed
40.0,72286.72,12092.33,Yes,Masters,Male,681.0,Self-Employed
49.0,120991.62,23405.18,No,Masters,Male,694.0,Employed
26.0,31611.21,19208.23,Yes,Masters,Female,,Employed
41.0,67369.01,17383.55,Yes,Bachelors,Female,789.0,Employed
23.0,86236.96,,Yes,Bachelors,Female,675.0,Self-Employed
42.0,45078.41,14279.09,No,Masters,Male,741.0,Employed
37.0,1400598.056378007,13200.17,Yes,High School,Male,772.0,Employed
57.0,,10630.65,Yes,Bachelors,Female,743.0,Employed
23.0,38219.49,14250.49,No,Bachelors,Female,770.0,Employed
52.0,58313.75,5259.06,No,Masters,Female,693.0,Unemployed
21.0,105668.35,18626.91,Yes,Bachelors,Male,711.0,Unemployed
25.0,38186.58,12928.55,No,High School,Female,651.0,Employed
21.0,61221.34,11478.47,No,Bachelors,Male,687.0,Unemployed
41.0,66696.7,7829.52,Yes,High School,Female,,Self-Employed
26.0,70084.96,17094.76,No,Masters,Female,671.0,Employed
25.0,61739.63,24647.1,Yes,Bachelors,Male,752.0,Employed
40.0,71645.9,13493.8,Yes,High School,Male,637.0,Employed
43.0,69288.37,21874.34,No,Bachelors,Female,656.0,Employed
38.0,,17898.37,No,Masters,Male,760.0,Employed
36.0,86890.72,14208.13,Yes,Bachelors,Female,707.0,Self-Employed
56.0,78790.41,24734.91,Yes,Bachelors,Male,666.0,Employed
39.0,74733.91,6368.08,Yes,Bachelors,Male,744.0,Employed
46.0,38729.91,15722.17,Yes,Bachelors,Male,708.0,Self-Employed
39.0,72315.56,13234.69,Yes,Masters,Female,733.0,Self-Employed
27.0,92279.84,16591.56,Yes,Bachelors,Male,730.0,Employed
43.0,37784.06,9218.64,Yes,Bachelors,Male,708.0,Employed
,43656.45,19026.05,Yes,Bachelors,Female,678.0,Employed
37.0,99838.47,6863.33,No,Bachelors,Male,705.0,Employed
41.0,40042.53,18220.2,Yes,Bachelors,Male,736.0,Unemployed
19.0,67945.22,12482.76,Yes,Masters,Female,741.0,Employed
22.0,58967.18,17309.67,No,Bachelors,Female,736.0,Self-Employed
47.0,98634.34,11472.34,Yes,Bachelors,Female,703.0,Unemployed
31.0,76058.12,10741.07,Yes,PhD,Female,737.0,Self-Employed
32.0,85824.92,22941.32,Yes,High School,Male,647.0,Employed
40.0,71113.75,,No,Masters,Female,740.0,Self-Employed
34.0,109904.51,9277.77,Yes,Bachelors,Male,760.0,Employed
42.0,55120.7,15795.24,Yes,High School,Male,566.0,Unemployed
37.0,,18868.75,Yes,Bachelors,Female,773.0,Employed
40.0,95141.46,14669.85,No,Bachelors,Female,798.0,Employed
31.0,99676.38,14838.88,Yes,Bachelors,Female,744.0,Employed
40.0,64640.35,18613.98,Yes,Masters,Female,612.0,Self-Employed
49.0,29498.25,17733.18,Yes,Masters,Male,726.0,Self-Employed
32.0,62317.71,12755.01,Yes,Masters,Male,680.0,Employed
47.0,104871.93,,Yes,Masters,Female,723.0,Unemployed
37.0,54734.82,13681.02,Yes,Masters,Female,739.0,Self-Employed
45.0,75823.97,13224.5,Yes,Bachelors,Female,753.0,Unemployed
39.0,63857.75,11317.16,No,Masters,Female,731.0,Self-Employed
38.0,68554.92,11332.14,Yes,High School,Female,707.0,Employed
41.0,96242.78,16293.89,Yes,High School,Male,,Employed
50.0,75089.6,7349.23,Yes,Bachelors,Female,677.0,Unemployed
40.0,110838.73,7208.66,Yes,Masters,Female,656.0,Employed
43.0,89525.5,14160.16,No,High School,Male,706.0,Employed
34.0,72624.78,15018.98,Yes,Bachelors,Male,702.0,Self-Employed
54.0,68117.03,9752.72,No,Bachelors,Male,678.0,Employed
44.0,76635.32,23756.53,Yes,Masters,Male,747.0,Self-Employed
39.0,45336.41,11271.58,Yes,Masters,Female,694.0,Employed
37.0,48846.98,11726.51,No,Bachelors,Female,755.0,Employed
48.0,85140.23,11310.75,No,Bachelors,Male,638.0,Employed
32.0,88391.2,19748.23,Yes,Masters,Female,682.0,Employed
20.0,43540.36,,Yes,Masters,Female,771.0,Self-Employed
39.0,87190.3,10170.16,No,Bachelors,Female,692.0,Employed
50.0,66485.71,19202.44,No,Bachelors,Female,682.0,Employed
54.0,53375.41,16330.42,No,High School,Male,794.0,Employed
37.0,63708.19,11188.17,Yes,Bachelors,Female,790.0,Unemployed
38.0,87765.58,16317.04,No,Masters,Male,663.0,Employed
43.0,82175.69,8404.16,Yes,Masters,Female,709.0,Employed
35.0,75946.28,13748.96,No,Masters,Male,725.0,Employed
43.0,77569.7,9993.11,Yes,Masters,Male,740.0,Employed
37.0,47181.75,13319.52,Yes,Masters,Female,650.0,Employed
48.0,80936.62,15344.15,No,Bachelors,Female,656.0,Employed
45.0,60855.13,22474.15,Yes,Bachelors,Female,739.0,Self-Employed
46.0,110424.77,15265.96,Yes,Masters,Female,767.0,Employed
36.0,62399.31,10022.18,Yes,High School,Female,700.0,Employed
57.0,114523.59,15082.47,Yes,Masters,Female,695.0,Self-Employed
43.0,66776.07,4630.82,Yes,High School,Male,727.0,Employed
,68101.99,19275.32,No,Bachelors,Female,727.0,Employed
30.0,64113.77,10945.44,Yes,High School,Male,730.0,Unemployed
37.0,44837.66,24499.73,Yes,Bachelors,Male,838.0,Employed
39.0,96526.94,19570.52,No,Bachelors,Male,675.0,Employed
30.0,71941.92,15539.78,No,Bachelors,Female,676.0,Employed
35.0,82541.81,13512.08,Yes,Masters,Female,699.0,Self-Employed
36.0,102301.8,12850.48,No,Bachelors,Female,723.0,Self-Employed
39.0,67377.38,13179.97,Yes,Bachelors,Female,686.0,Employed
20.0,68145.01,14965.15,Yes,Bachelors,Female,696.0,Employed
37.0,72898.2,12977.42,No,Masters,Female,666.0,Employed
34.0,44342.58,17779.16,Yes,Bachelors,Female,673.0,Employed
38.0,33423.45,22346.08,Yes,Bachelors,Male,646.0,Employed
48.0,,15515.64,No,Bachelors,Male,744.0,Employed
59.0,94825.17,20528.16,Yes,Bachelors,Female,692.0,Employed
45.0,63480.68,8382.92,Yes,Masters,Female,759.0,Employed
26.0,85687.56,16782.65,Yes,High School,Female,749.0,Employed
35.0,64829.41,15428.61,Yes,Masters,Female,814.0,Employed
44.0,38446.81,8025.99,Yes,Bachelors,Male,714.0,Employed
43.0,87321.21,13723.57,Yes,Masters,Female,733.0,Employed
48.0,52220.43,19278.34,No,Bachelors,Female,668.0,Unemployed
37.0,81597.43,1546.97,Yes,Masters,Male,711.0,Employed
34.0,88470.07,14000.83,Yes,Bachelors,Female,741.0,Employed
56.0,69113.87,,No,Masters,Female,654.0,Self-Employed
39.0,79481.69,16345.91,Yes,Bachelors,Male,747.0,Employed
28.0,41537.72,19530.97,No,Bachelors,Male,728.0,Self-Employed
53.0,128500.48,18494.8,Yes,Bachelors,Female,716.0,Employed
23.0,78802.56,19858.64,Yes,Masters,Male,727.0,Employed
3.0,85624.52,20904.26,Yes,Masters,Male,709.0,Employed
46.0,88685.02,13183.06,Yes,Bachelors,Female,,Employed
47.0,67216.48,2862.83,Yes,Masters,Male,769.0,Self-Employed
42.0,71554.86,18362.04,Yes,Bachelors,Male,790.0,Employed
25.0,91699.19,9959.99,Yes,Masters,Female,694.0,Employed
37.0,62645.43,16411.73,Yes,PhD,Male,735.0,Self-Employed
35.0,77822.7,7914.35,Yes,PhD,Male,673.0,Employed
33.0,79355.61,11294.27,Yes,High School,Male,841.0,Employed
52.0,55309.78,17900.16,Yes,Bachelors,Female,761.0,Employed
28.0,78875.88,12779.93,No,Bachelors,Male,675.0,Employed
41.0,36113.55,6652.35,No,Masters,Female,795.0,Employed
50.0,88359.25,8227.48,Yes,Masters,Male,639.0,Employed
42.0,101397.42,20637.81,Yes,Bachelors,Female,677.0,Self-Employed
50.0,88114.72,13234.35,No,Bachelors,Female,690.0,Employed
44.0,99945.88,13348.37,No,High School,Male,709.0,Unemployed
42.0,54756.02,11945.36,No,Bachelors,Female,750.0,Self-Employed
42.0,,7402.44,Yes,Masters,Male,676.0,Employed
44.0,72508.56,13661.26,Yes,High School,Female,697.0,Employed
34.0,72576.25,21184.95,Yes,High School,Male,712.0,Unemployed
25.0,61254.06,11109.4,No,Bachelors,Male,753.0,Employed
48.0,51737.0,5558.26,No,Bachelors,Female,703.0,Employed
50.0,104539.33,,No,PhD,Female,733.0,Self-Employed
41.0,53338.72,15420.84,No,Bachelors,Female,741.0,Employed
33.0,103127.79,15949.6,Yes,Bachelors,Female,744.0,Self-Employed
22.0,79901.89,16892.61,No,Masters,Female,589.0,Employed
39.0,74060.34,6277.23,No,Masters,Female,734.0,Self-Employed
25.0,80859.75,14433.17,No,Masters,Male,632.0,Employed
23.0,100468.88,16211.63,No,High School,Female,719.0,Employed
38.0,17510.78,14785.19,Yes,Bachelors,Male,711.0,Employed
30.0,77182.79,14749.1,No,PhD,Female,752.0,Employed
41.0,72980.1,20785.39,Yes,PhD,Female,,Unemployed
36.0,73718.85,17199.59,Yes,Bachelors,Female,664.0,Employed
32.0,88810.08,18142.05,No,PhD,Female,698.0,Employed
21.0,57792.09,14215.45,Yes,Masters,Male,701.0,Employed
29.0,46982.18,2203.83,No,Bachelors,Female,733.0,Self-Employed
30.0,,13372.29,Yes,High School,Male,661.0,Employed
26.0,51853.0,14877.74,Yes,Masters,Female,731.0,Self-Employed
35.0,83748.79,14030.58,Yes,PhD,Male,713.0,Employed
27.0,80096.96,,No,Masters,Male,791.0,Employed
36.0,87666.61,16067.74,Yes,High School,Male,666.0,Employed
40.0,60803.99,19748.88,No,Masters,Female,764.0,Employed
30.0,,10712.85,No,Masters,Female,708.0,Employed
42.0,103074.45,13972.76,Yes,PhD,Female,687.0,Employed
24.0,90395.65,22685.49,Yes,Bachelors,Male,796.0,Unemployed
27.0,85043.76,6894.23,Yes,High School,Female,698.0,Employed
37.0,33504.91,13614.22,Yes,Bachelors,Female,740.0,Employed
45.0,109153.95,4089.03,No,Bachelors,Female,709.0,Self-Employed
47.0,68161.12,13709.5,Yes,High School,Male,709.0,Employed
54.0,73458.06,15508.85,No,Bachelors,Female,750.0,Self-Employed
34.0,78951.35,5915.06,Yes,PhD,Male,757.0,Employed
37.0,73290.6,16048.8,Yes,High School,Female,682.0,Employed
28.0,66560.49,11610.05,Yes,Masters,Female,686.0,Employed
25.0,72900.68,20399.08,Yes,High School,Female,549.0,Self-Employed
40.0,82729.67,17375.9,Yes,Masters,Female,703.0,Employed
30.0,86975.99,12289.37,Yes,PhD,Female,790.0,Employed
50.0,94395.58,13959.67,No,Masters,Male,797.0,Employed
23.0,48048.96,22752.06,Yes,Bachelors,Female,720.0,Employed
43.0,59081.64,14423.78,Yes,Bachelors,Male,797.0,Employed
28.0,87059.09,8271.56,No,High School,Male,778.0,Employed
30.0,38595.87,9288.99,Yes,Masters,Female,752.0,Employed
43.0,73231.81,14059.05,No,High School,Female,656.0,Employed
31.0,54280.89,20624.54,No,High School,Female,707.0,Employed
33.0,81023.52,12549.42,Yes,Masters,Male,671.0,Self-Employed
30.0,53098.43,9527.66,Yes,Bachelors,Female,667.0,Employed
56.0,62808.44,15044.71,Yes,Bachelors,Female,736.0,Self-Employed
32.0,64191.51,16637.34,Yes,Masters,Male,750.0,Employed
39.0,74926.92,17580.25,Yes,High School,Male,610.0,Employed
36.0,89166.44,6494.55,Yes,Masters,Female,697.0,Employed
40.0,90638.99,,Yes,PhD,Male,667.0,Employed
32.0,74098.85,16300.77,No,High School,Male,721.0,Employed
36.0,47806.9,12797.68,Yes,High School,Female,683.0,Employed
42.0,121592.26,20680.05,Yes,PhD,Female,735.0,Employed
29.0,68296.35,17261.95,No,Masters,Male,779.0,Employed
,75474.22,10714.52,No,PhD,Female,723.0,Employed
50.0,74845.27,17345.79,Yes,Masters,Female,759.0,Self-Employed
44.0,77076.38,5562.98,Yes,Bachelors,Male,785.0,Employed
39.0,53058.79,12612.29,Yes,Bachelors,Male,727.0,Employed
8.0,78771.46,12953.05,Yes,Masters,Female,652.0,Self-Employed
42.0,106430.03,18305.42,Yes,Masters,Female,660.0,Employed
34.0,29816.14,30198.7,Yes,Bachelors,Female,714.0,Employed
36.0,70646.26,13533.37,Yes,High School,Female,811.0,Employed
19.0,47568.68,22324.71,Yes,High School,Male,629.0,Self-Employed
43.0,89777.5,21789.09,Yes,PhD,Female,741.0,Employed
24.0,,8351.0,No,PhD,Male,732.0,Employed
39.0,67446.96,21695.65,Yes,Masters,Male,749.0,Self-Employed
47.0,71217.8,11476.19,No,Bachelors,Male,714.0,Unemployed
33.0,52380.93,15045.93,Yes,Bachelors,Female,720.0,Employed
50.0,22844.68,26482.76,No,Masters,Male,718.0,Employed
31.0,64596.04,,No,PhD,Male,667.0,Self-Employed
44.0,65725.86,11785.38,Yes,Masters,Male,613.0,Employed
25.0,70860.61,17227.37,Yes,PhD,Female,820.0,Self-Employed
48.0,4428.82,7353.63,No,Bachelors,Male,707.0,Unemployed
47.0,35492.84,20310.45,Yes,Masters,Female,666.0,Employed
43.0,40338.34,11781.9,No,Bachelors,Male,775.0,Self-Employed
34.0,71661.98,2705.21,Yes,Masters,Male,695.0,Unemployed
24.0,81705.34,13198.83,Yes,Bachelors,Male,734.0,Employed
34.0,46748.49,12429.41,Yes,Masters,Male,744.0,Employed
49.0,64482.73,17494.08,Yes,Masters,Male,685.0,Employed
39.0,58422.05,9233.07,No,Masters,Male,751.0,Employed
22.0,110640.1,16743.18,No,Masters,Female,708.0,Employed
27.0,62303.89,11596.99,No,Masters,Male,766.0,Self-Employed
51.0,61459.34,14648.42,No,Masters,Male,773.0,Employed
43.0,53680.06,20331.95,Yes,Bachelors,Male,756.0,Employed
26.0,31980.44,20494.87,Yes,Masters,Male,585.0,Self-Employed
20.0,82929.65,21377.86,No,Bachelors,Male,738.0,Employed
32.0,64671.32,11191.58,No,Masters,Female,772.0,Employed
19.0,62232.57,16485.97,Yes,Bachelors,Female,709.0,Employed
36.0,73647.32,16701.14,Yes,Masters,Male,641.0,Employed
63.0,38443.59,21261.52,Yes,Bachelors,Female,710.0,Employed
22.0,105411.42,13360.7,Yes,Bachelors,Female,664.0,Employed
36.0,33587.84,7555.17,No,Masters,Female,721.0,Employed
51.0,105526.99,19244.68,No,Bachelors,Male,700.0,Employed
45.0,69701.46,21704.93,Yes,Masters,Male,735.0,Self-Employed
37.0,62274.0,16586.1,No,High School,Female,584.0,Employed
37.0,83422.9,9535.65,Yes,Bachelors,Male,783.0,Self-Employed
26.0,63072.35,25827.5,Yes,High School,Female,755.0,Employed
35.0,88636.03,15601.36,Yes,Bachelors,Male,662.0,Employed
40.0,76158.16,11701.33,Yes,PhD,Male,728.0,Employed
,84255.14,20487.21,Yes,Masters,Male,762.0,Unemployed
32.0,90802.12,23324.1,Yes,Masters,Female,690.0,Self-Employed
36.0,66513.91,,Yes,Bachelors,Male,714.0,Self-Employed
29.0,89291.72,17687.81,Yes,Masters,Male,622.0,Employed
40.0,80358.38,21486.53,Yes,Masters,Female,614.0,Self-Employed
46.0,96679.31,14479.95,Yes,Masters,Male,655.0,Employed
44.0,62654.84,15739.54,Yes,Bachelors,Male,692.0,Employed
26.0,97314.0,14352.21,Yes,Bachelors,Male,801.0,Unemployed
39.0,54538.15,22675.98,No,Masters,Female,718.0,Employed
31.0,29859.28,9481.85,Yes,Masters,Female,615.0,Self-Employed
48.0,42703.55,13711.72,No,Masters,Male,727.0,Unemployed
36.0,63362.44,25744.29,Yes,Masters,Male,739.0,Employed
23.0,75250.97,11897.14,Yes,Masters,Female,679.0,Unemployed
36.0,70318.97,7293.35,No,Masters,Female,721.0,Employed
43.0,85734.17,14947.12,Yes,Masters,Female,,Employed
40.0,45987.94,20400.34,Yes,High School,Male,702.0,Employed
33.0,104488.9,14811.61,Yes,High School,Female,696.0,Self-Employed
32.0,96906.28,12571.33,No,High School,Female,,Employed
28.0,88703.44,17504.14,Yes,Masters,Female,741.0,Self-Employed
34.0,95303.22,27450.91,Yes,Masters,Female,695.0,Self-Employed
29.0,38945.57,13718.54,Yes,Masters,Male,720.0,Employed
48.0,83978.61,25360.72,No,Bachelors,Male,676.0,Self-Employed
29.0,84807.93,17066.47,Yes,Bachelors,Male,692.0,Employed
39.0,89347.94,10676.48,Yes,High School,Female,816.0,Employed
39.0,86937.81,23314.64,Yes,PhD,Male,680.0,Self-Employed
47.0,78890.73,13256.68,No,Bachelors,Female,795.0,Employed
49.0,78089.65,7212.02,No,Bachelors,Female,665.0,Employed
45.0,93846.7,16469.42,Yes,High School,Female,799.0,Self-Employed
42.0,57532.92,12671.74,Yes,Bachelors,Female,713.0,Employed
28.0,77337.74,24074.98,No,Bachelors,Female,738.0,Employed
27.0,58940.07,17027.72,Yes,Masters,Female,673.0,Self-Employed
30.0,66958.08,12327.02,No,Bachelors,Female,733.0,Self-Employed
46.0,16553.31,19345.65,No,Masters,Male,738.0,Self-Employed
39.0,52588.79,15014.46,Yes,Masters,Female,720.0,Employed
47.0,61273.49,16626.39,Yes,PhD,Female,649.0,Self-Employed
48.0,61537.12,3080.11,Yes,Masters,Male,676.0,Employed
31.0,63330.34,9241.03,Yes,Bachelors,Male,657.0,Employed
38.0,46299.9,16156.07,Yes,Masters,Female,717.0,Employed
38.0,63351.43,8591.5,Yes,Masters,Female,671.0,Employed
35.0,91708.32,12028.03,No,Bachelors,Female,660.0,Employed
33.0,64028.84,19635.01,Yes,Bachelors,Male,661.0,Employed
50.0,95964.04,17582.11,No,Masters,Male,675.0,Employed
39.0,94650.12,20834.46,Yes,Bachelors,Female,846.0,Employed
38.0,58259.06,15067.0,Yes,High School,Male,741.0,Employed
30.0,81387.52,11588.7,No,Masters,Male,723.0,Self-Employed
45.0,43739.17,22059.68,Yes,High School,Female,733.0,Employed
28.0,48921.92,15231.87,Yes,Bachelors,Female,617.0,Employed
43.0,72234.87,9650.03,Yes,Bachelors,Male,762.0,Employed
43.0,80171.09,23170.04,No,Bachelors,Male,757.0,Unemployed
34.0,102267.37,15338.31,Yes,Bachelors,Female,741.0,Employed
41.0,66742.13,19897.18,No,Bachelors,Female,751.0,Employed
40.0,73511.16,16477.88,No,High School,Male,724.0,Employed
38.0,71956.21,19883.67,No,Masters,Female,712.0,Employed
38.0,105871.0,18224.7,No,Bachelors,Female,723.0,Employed
39.0,96846.18,13486.98,Yes,High School,Female,604.0,Self-Employed
,77693.51,13184.64,Yes,Bachelors,Female,816.0,Employed
39.0,85877.5,18565.74,Yes,Bachelors,Female,635.0,Employed
27.0,76994.0,15577.3,Yes,Masters,Female,777.0,Unemployed
36.0,91495.48,14969.34,Yes,Bachelors,Male,763.0,Employed
41.0,87235.78,12833.02,Yes,Bachelors,Female,730.0,Self-Employed
39.0,63958.77,13661.31,No,Bachelors,Male,600.0,Employed
48.0,71988.88,7454.26,Yes,High School,Male,733.0,Self-Employed
44.0,73237.03,17547.63,Yes,Bachelors,Female,805.0,Employed
29.0,73037.04,11802.5,No,Masters,Female,724.0,Employed
36.0,59843.94,15546.03,No,Masters,Female,704.0,Employed
35.0,76738.06,14679.43,Yes,Bachelors,Female,710.0,Employed
38.0,59819.0,15988.16,Yes,PhD,Female,733.0,Employed
38.0,58295.68,15166.58,Yes,Masters,Male,581.0,Unemployed
44.0,67625.15,17278.48,Yes,Bachelors,Male,748.0,Unemployed
40.0,75388.75,10608.9,Yes,Masters,Female,672.0,Employed
50.0,94513.4,14639.15,Yes,High School,Male,739.0,Unemployed
40.0,84201.11,15141.79,No,Bachelors,Male,810.0,Employed
30.0,92202.56,10698.5,No,Bachelors,Male,692.0,Employed
33.0,105452.91,10092.88,No,High School,Female,667.0,Employed
44.0,58292.71,12159.71,Yes,PhD,Female,724.0,Employed
22.0,84224.6,15874.11,No,Bachelors,Female,805.0,Employed
25.0,85024.42,9566.2,No,Bachelors,Female,734.0,Self-Employed
38.0,75118.19,19708.46,Yes,Masters,Male,776.0,Employed
48.0,87856.05,11940.55,No,High School,Male,,Self-Employed
51.0,71750.95,14960.9,No,Bachelors,Female,779.0,Employed
36.0,83415.92,18351.97,No,Bachelors,Female,688.0,Employed
49.0,41670.84,7626.15,Yes,Masters,Male,,Employed
39.0,70042.48,21824.42,Yes,Masters,Female,751.0,Unemployed
23.0,84167.06,10588.5,Yes,Bachelors,Male,651.0,Self-Employed
38.0,90568.32,21639.38,No,Bachelors,Male,710.0,Employed
32.0,52783.49,17603.94,Yes,Masters,Female,729.0,Employed
47.0,68363.82,,No,Bachelors,Male,725.0,Self-Employed
38.0,48736.31,14241.89,Yes,Bachelors,Female,717.0,Employed
25.0,62243.27,11084.37,Yes,Bachelors,Male,733.0,Employed
23.0,76318.82,23205.18,Yes,Masters,Female,733.0,Employed
38.0,90709.75,16049.14,No,Masters,Female,693.0,Employed
14.0,88075.38,5310.37,Yes,PhD,Male,741.0,Employed
33.0,74455.24,21312.44,Yes,High School,Male,759.0,Employed
40.0,56982.06,17747.07,Yes,PhD,Male,809.0,Employed
27.0,67213.16,17077.13,Yes,Masters,Female,827.0,Employed
48.0,120743.8,15114.09,Yes,Bachelors,Female,702.0,Self-Employed
50.0,42028.47,7898.1,No,Bachelors,Female,698.0,Employed
28.0,45845.12,22905.94,Yes,Bachelors,Male,704.0,Employed
35.0,73503.01,13799.64,Yes,High School,Male,661.0,Employed
48.0,84135.92,22196.83,Yes,High School,Female,728.0,Self-Employed
38.0,87271.01,15072.05,No,Masters,Female,,Employed
24.0,75763.0,14048.09,No,High School,Female,676.0,Self-Employed
37.0,39610.03,6356.15,Yes,High School,Male,689.0,Employed
29.0,65608.17,11461.28,Yes,Masters,Female,636.0,Employed
49.0,34685.03,21610.59,Yes,Bachelors,Male,768.0,Employed
44.0,77898.89,18605.97,Yes,Masters,Male,730.0,Self-Employed
35.0,79115.94,17623.72,Yes,Bachelors,Male,679.0,Self-Employed
39.0,67474.23,17958.63,No,High School,Female,667.0,Employed
25.0,46340.36,15016.56,Yes,Masters,Female,691.0,Employed
30.0,53621.04,12652.07,Yes,High School,Female,755.0,Employed
54.0,37536.11,11004.33,No,Masters,Male,738.0,Self-Employed
39.0,68971.44,12710.16,Yes,PhD,Male,677.0,Employed
47.0,133364.8,15707.82,No,PhD,Male,689.0,Self-Employed
40.0,67958.23,11143.78,Yes,Bachelors,Female,767.0,Employed
51.0,61597.43,15083.8,Yes,Bachelors,Male,625.0,Employed
18.0,74338.17,15394.88,Yes,Bachelors,Male,665.0,Employed
36.0,46991.02,14090.65,Yes,Bachelors,Female,727.0,Employed
54.0,47682.17,6780.55,No,Masters,Male,725.0,Employed
48.0,57621.5,9744.79,Yes,Bachelors,Male,753.0,Self-Employed
51.0,87700.42,14190.69,Yes,Masters,Female,761.0,Self-Employed
38.0,76671.44,4320.3,Yes,PhD,Male,753.0,Employed
33.0,66813.23,20126.94,No,Masters,Female,626.0,Employed
28.0,84977.31,21499.01,Yes,Masters,Female,760.0,Self-Employed
27.0,104172.38,19258.67,No,Masters,Female,740.0,Employed
46.0,84723.41,16410.69,Yes,Bachelors,Male,722.0,Employed
43.0,49641.22,8835.11,Yes,Bachelors,Female,770.0,Employed
37.0,32332.97,16533.64,Yes,Masters,Female,783.0,Employed
43.0,35112.53,22024.31,No,Bachelors,Female,,Employed
39.0,87380.5,9334.81,Yes,Masters,Male,628.0,Employed
48.0,54844.05,27771.25,Yes,Bachelors,Female,697.0,Employed
48.0,86367.54,19088.62,Yes,Bachelors,Male,663.0,Self-Employed
27.0,60904.38,9697.16,Yes,Masters,Male,710.0,Employed
41.0,77761.07,9950.07,No,Bachelors,Male,751.0,Employed
21.0,84021.57,12473.72,No,Masters,Male,687.0,Employed
39.0,54343.26,14730.93,Yes,Bachelors,Male,678.0,Unemployed
44.0,86455.52,13117.28,Yes,Masters,Female,548.0,Employed
25.0,,995.31,Yes,PhD,Female,742.0,Unemployed
,,8488.5,Yes,Bachelors,Male,760.0,Employed
38.0,,14965.66,Yes,Bachelors,Female,675.0,Employed
40.0,82641.88,15949.69,No,Bachelors,Female,669.0,Self-Employed
35.0,79200.19,19510.77,Yes,Masters,Female,713.0,Employed
,47944.49,11670.99,Yes,Masters,Male,634.0,Employed
37.0,62318.6,15748.0,Yes,PhD,Male,773.0,Employed
21.0,83780.67,15046.98,Yes,Masters,Male,678.0,Employed
36.0,115674.51,10815.79,No,Bachelors,Female,761.0,Unemployed
34.0,106223.28,18104.74,Yes,Bachelors,Female,,Employed
37.0,60641.4,17406.59,Yes,High School,Male,631.0,Unemployed
32.0,56817.75,26588.03,Yes,Bachelors,Male,673.0,Employed
23.0,104598.69,20337.39,Yes,Masters,Female,615.0,Employed
34.0,82013.88,7273.46,Yes,Bachelors,Female,725.0,Employed
47.0,60643.73,19663.14,Yes,Bachelors,Female,682.0,Employed
51.0,72533.63,7842.22,Yes,High School,Male,702.0,Employed
62.0,45012.83,22371.38,No,PhD,Female,787.0,Self-Employed
55.0,90179.79,13526.32,No,Masters,Male,,Employed
26.0,97996.89,16586.79,No,Masters,Female,701.0,Employed
34.0,100801.58,21571.69,Yes,Masters,Male,715.0,Employed
38.0,92516.39,17353.72,No,Masters,Male,679.0,Employed
37.0,63592.07,19062.59,Yes,Bachelors,Female,752.0,Employed
39.0,87882.91,11757.59,Yes,Masters,Female,824.0,Employed
,99214.75,10341.25,Yes,PhD,Female,677.0,Employed
27.0,88901.8,15138.68,Yes,High School,Female,738.0,Employed
31.0,87065.23,18296.57,Yes,Masters,Female,678.0,Employed
54.0,73824.9,14492.78,Yes,Bachelors,Female,764.0,Unemployed
32.0,51882.7,23209.15,Yes,High School,Male,750.0,Employed
42.0,107106.5,17840.43,Yes,Bachelors,Female,745.0,Unemployed
48.0,69266.95,13480.52,No,Bachelors,Female,644.0,Self-Employed
43.0,94284.06,14223.67,Yes,PhD,Male,608.0,Employed
40.0,119560.12,12247.47,No,High School,Female,740.0,Employed
47.0,88168.5,17374.41,Yes,Bachelors,Male,651.0,Unemployed
29.0,93498.09,,No,Bachelors,Female,708.0,Employed
33.0,51287.75,15998.4,Yes,Masters,Female,696.0,Unemployed
43.0,55451.9,22656.76,Yes,Bachelors,Male,772.0,Employed
17.0,95299.48,17278.0,Yes,High School,Female,761.0,Self-Employed
52.0,59008.34,14743.95,No,Bachelors,Male,699.0,Employed
41.0,43172.71,13896.74,Yes,Masters,Male,736.0,Unemployed
40.0,36784.24,21604.11,Yes,Bachelors,Female,737.0,Self-Employed
22.0,65667.08,16956.87,Yes,Bachelors,Female,763.0,Self-Employed
25.0,65414.04,18789.68,No,Bachelors,Female,621.0,Employed
34.0,89957.55,12100.27,No,Masters,Male,676.0,Employed
46.0,50217.51,8353.16,Yes,PhD,Male,765.0,Employed
17.0,97549.02,21415.68,Yes,Masters,Female,652.0,Employed
46.0,45747.71,20329.09,No,Bachelors,Male,656.0,Unemployed
34.0,46280.71,9712.42,Yes,Bachelors,Male,710.0,Employed
36.0,72769.14,19186.35,No,Masters,Female,691.0,Self-Employed
41.0,71062.79,21844.47,Yes,High School,Male,743.0,Employed
41.0,81593.3,13056.05,Yes,Masters,Female,782.0,Unemployed
31.0,46486.9,14772.75,Yes,Bachelors,Male,621.0,Employed
44.0,77061.32,24567.81,No,Bachelors,Female,724.0,Employed
15.0,,21311.57,No,Bachelors,Female,712.0,Employed
33.0,26096.41,11335.16,No,High School,Female,658.0,Employed
40.0,106560.43,11792.28,Yes,High School,Male,595.0,Self-Employed
35.0,90931.08,13846.78,Yes,High School,Male,674.0,Employed
20.0,69925.36,16312.22,No,Masters,Female,636.0,Employed
46.0,29548.29,17648.28,Yes,Bachelors,Male,730.0,Employed
26.0,60838.73,8743.39,Yes,PhD,Female,684.0,Unemployed
37.0,78975.04,11958.1,No,PhD,Female,680.0,Employed
40.0,60795.53,5651.58,Yes,Masters,Female,754.0,Employed
38.0,101225.0,18812.08,No,Masters,Male,816.0,Employed
50.0,82584.61,15266.19,Yes,Bachelors,Female,705.0,Unemployed
37.0,51536.81,13900.76,No,Masters,Male,746.0,Employed
42.0,38083.47,12858.36,No,Masters,Female,766.0,Employed
37.0,87492.71,14203.79,Yes,Masters,Male,654.0,Employed
44.0,86820.57,17040.54,Yes,High School,Male,640.0,Self-Employed
52.0,85121.28,9048.46,Yes,Masters,Female,707.0,Employed
39.0,103706.95,11321.77,Yes,PhD,Male,744.0,Employed
46.0,79153.4,9911.37,No,Bachelors,Female,680.0,Unemployed
53.0,71876.42,2142.75,No,Masters,Male,630.0,Employed
52.0,85289.28,23903.43,Yes,Masters,Female,790.0,Employed
34.0,94695.66,18395.89,Yes,Bachelors,Female,754.0,Unemployed
48.0,83748.47,10939.61,Yes,Bachelors,Female,706.0,Employed
40.0,70628.79,16192.64,Yes,Bachelors,Female,668.0,Employed
49.0,89365.52,9175.6,Yes,Bachelors,Male,647.0,Employed
44.0,71923.1,17504.65,Yes,PhD,Male,673.0,Unemployed
41.0,60241.55,27008.96,Yes,PhD,Male,805.0,Employed
42.0,72429.4,19766.21,Yes,PhD,Female,702.0,Employed
41.0,63618.13,5096.23,Yes,Bachelors,Male,732.0,Unemployed
41.0,68283.04,7326.78,No,High School,Male,866.0,Employed
36.0,53078.11,7566.94,No,PhD,Male,812.0,Self-Employed
35.0,89980.32,12905.49,Yes,PhD,Female,728.0,Employed
56.0,74276.45,14667.57,Yes,PhD,Male,808.0,Employed
43.0,84210.55,22057.46,Yes,Masters,Female,743.0,Self-Employed
32.0,79645.7,8213.41,No,Bachelors,Female,818.0,Employed
35.0,51956.83,15111.22,No,High School,Female,721.0,Self-Employed
49.0,96463.57,1809.94,No,Bachelors,Male,756.0,Unemployed
31.0,65496.34,,Yes,High School,Female,749.0,Employed
23.0,62777.31,8294.86,No,Bachelors,Female,679.0,Employed
24.0,74289.69,4297.65,Yes,Masters,Male,758.0,Employed
21.0,74680.55,18793.35,Yes,Bachelors,Female,668.0,Unemployed
25.0,122013.47,11733.66,Yes,High School,Male,694.0,Employed
26.0,81929.81,15892.48,Yes,Bachelors,Male,761.0,Employed
52.0,60288.78,8079.91,No,Bachelors,Female,739.0,Unemployed
38.0,107961.15,20879.68,Yes,PhD,Male,721.0,Employed
34.0,37396.57,10232.88,No,High School,Male,736.0,Self-Employed
24.0,60359.84,20558.49,Yes,High School,Female,718.0,Employed
,58886.57,20358.77,Yes,Masters,Male,772.0,Employed
21.0,69914.38,16284.34,Yes,Bachelors,Male,836.0,Employed
34.0,76923.95,16762.67,Yes,PhD,Male,791.0,Employed
59.0,78713.4,9941.41,Yes,Bachelors,Female,703.0,Employed
45.0,78343.78,6899.76,Yes,Masters,Female,745.0,Employed
36.0,82598.09,15955.47,Yes,Masters,Male,680.0,Employed
45.0,68795.79,16084.34,Yes,High School,Female,781.0,Employed
33.0,95791.71,13118.88,No,Bachelors,Female,721.0,Employed
30.0,37761.15,,Yes,Bachelors,Female,760.0,Employed
55.0,18953.88,10685.21,Yes,Bachelors,Male,737.0,Employed
27.0,84814.85,7603.43,No,High School,Female,594.0,Employed
34.0,63375.84,19777.39,Yes,High School,Female,719.0,Employed
41.0,104346.65,11517.19,No,Bachelors,Female,734.0,Employed
29.0,90852.96,10271.16,No,Masters,Male,741.0,Employed
45.0,81776.28,18152.93,No,PhD,Male,675.0,Self-Employed
35.0,60264.99,12367.56,Yes,Bachelors,Female,655.0,Employed
45.0,83516.75,12011.32,No,Bachelors,Male,730.0,Employed
44.0,62071.83,20656.32,Yes,Bachelors,Male,726.0,Employed
36.0,71192.79,9242.62,Yes,Masters,Male,699.0,Employed
55.0,63474.16,9530.17,Yes,Bachelors,Male,693.0,Employed
31.0,75182.94,5537.96,Yes,Bachelors,Female,782.0,Employed
51.0,64982.08,14872.14,No,Masters,Female,682.0,Employed
50.0,90013.7,12054.56,Yes,Bachelors,Male,692.0,Employed
56.0,79053.81,24305.81,Yes,Masters,Female,607.0,Unemployed
40.0,59816.3,12039.29,Yes,Masters,Female,760.0,Employed
30.0,61051.72,18248.14,Yes,Masters,Female,728.0,Employed
59.0,44599.48,10646.75,Yes,Bachelors,Male,798.0,Employed
35.0,30954.35,19081.05,No,Masters,Female,676.0,Self-Employed
30.0,88655.59,22261.35,No,PhD,Female,642.0,Employed
36.0,62876.88,12381.73,No,Bachelors,Female,680.0,Unemployed
28.0,45653.18,14157.94,No,Masters,Male,765.0,Employed
43.0,78888.77,13922.1,Yes,Masters,Female,775.0,Employed
32.0,55570.84,16349.94,Yes,Masters,Male,726.0,Employed
35.0,68613.96,19943.68,No,Bachelors,Female,723.0,Self-Employed
48.0,44155.86,11883.37,Yes,Bachelors,Male,800.0,Employed
44.0,82981.63,20249.47,Yes,Masters,Male,750.0,Employed
38.0,71761.1,16012.87,Yes,PhD,Female,720.0,Employed
40.0,79994.7,22884.62,Yes,Masters,Male,684.0,Employed
38.0,61446.53,16690.94,Yes,High School,Male,753.0,Unemployed
,74942.54,7975.45,Yes,Bachelors,Male,660.0,Employed
38.0,40892.64,18564.48,Yes,Bachelors,Male,659.0,Employed
43.0,115490.24,15046.81,Yes,Masters,Male,711.0,Employed
37.0,78295.06,13587.55,Yes,Masters,Male,796.0,Employed
42.0,104149.87,17598.16,Yes,Masters,Male,658.0,Unemployed
30.0,64677.92,11109.94,Yes,Bachelors,Female,776.0,Self-Employed
32.0,49002.67,14048.79,Yes,Masters,Female,753.0,Employed
31.0,60169.13,12403.61,Yes,Bachelors,Female,663.0,Employed
32.0,,18406.91,Yes,Bachelors,Male,735.0,Unemployed
51.0,67668.41,13376.96,Yes,High School,Female,684.0,Employed
45.0,107231.25,15713.21,Yes,Bachelors,Male,684.0,Self-Employed
27.0,52885.43,15824.09,Yes,Bachelors,Male,779.0,Self-Employed
42.0,57904.56,17463.77,Yes,Masters,Female,714.0,Employed
34.0,84260.08,12621.88,No,PhD,Female,711.0,Employed
31.0,38266.71,21023.27,No,Masters,Female,719.0,Self-Employed
23.0,69189.89,20186.77,Yes,Bachelors,Male,785.0,Self-Employed
48.0,72834.41,24390.7,Yes,Masters,Male,707.0,Self-Employed
24.0,78666.99,10488.29,Yes,Masters,Female,759.0,Self-Employed
37.0,76977.47,15912.78,Yes,Bachelors,Male,760.0,Employed
29.0,109754.75,7068.36,Yes,Bachelors,Male,637.0,Employed
46.0,52304.75,9384.03,No,Bachelors,Male,776.0,Employed
35.0,57112.94,18722.76,No,Masters,Female,782.0,Employed
37.0,82189.01,14413.22,Yes,Bachelors,Male,753.0,Unemployed
37.0,74527.68,10168.09,Yes,High School,Female,696.0,Employed
41.0,77024.56,18888.89,Yes,Bachelors,Male,678.0,Employed
38.0,41896.96,16681.74,Yes,Bachelors,Male,716.0,Employed
38.0,113621.57,3034.58,No,Masters,Female,632.0,Employed
33.0,79030.52,20524.62,Yes,Bachelors,Female,741.0,Employed
22.0,38358.14,15304.84,Yes,Masters,Male,657.0,Employed
27.0,,12268.11,Yes,Bachelors,Female,738.0,Employed
45.0,47932.84,8280.56,Yes,High School,Female,700.0,Employed
35.0,88582.62,17309.69,Yes,Bachelors,Female,740.0,Unemployed
31.0,43688.12,12589.83,Yes,High School,Female,696.0,Employed
24.0,90121.06,14258.51,Yes,Masters,Male,716.0,Self-Employed
21.0,45584.4,15269.91,Yes,High School,Male,684.0,Unemployed
31.0,50513.49,17623.45,No,Bachelors,Female,733.0,Employed
47.0,72753.51,16434.43,No,Masters,Male,766.0,Employed
,57766.85,22570.49,No,Bachelors,Male,780.0,Employed
42.0,58911.45,6117.01,No,Bachelors,Female,702.0,Employed
32.0,39403.47,12134.47,Yes,Bachelors,Female,587.0,Unemployed
44.0,63404.86,20409.65,Yes,High School,Female,695.0,Employed
34.0,87676.94,,Yes,High School,Male,755.0,Employed
26.0,107567.42,20828.91,Yes,Bachelors,Male,771.0,Employed
35.0,86551.19,17530.06,Yes,High School,Female,815.0,Employed
56.0,83695.91,19385.09,Yes,Bachelors,Female,687.0,Employed
56.0,36229.91,19227.77,No,Masters,Female,,Employed
43.0,69424.96,12120.2,Yes,Masters,Male,704.0,Employed
37.0,56967.67,18053.6,Yes,Bachelors,Male,743.0,Employed
41.0,39786.07,10169.9,Yes,Masters,Female,741.0,Employed
41.0,44557.85,15686.12,Yes,Bachelors,Male,783.0,Employed
38.0,83359.61,,No,Masters,Male,639.0,Self-Employed
42.0,58853.18,17387.9,No,Masters,Female,652.0,Unemployed
40.0,40499.34,12358.8,Yes,High School,Female,726.0,Employed
35.0,57274.0,15375.62,Yes,Bachelors,Female,666.0,Employed
26.0,75789.32,9979.6,Yes,Bachelors,Female,724.0,Employed
33.0,56514.98,13161.13,No,Masters,Male,765.0,Employed
46.0,,20818.56,Yes,High School,Male,,Self-Employed
38.0,51595.9,5717.14,Yes,Masters,Female,674.0,Self-Employed
41.0,87689.21,15305.86,Yes,High School,Female,666.0,Self-Employed
35.0,28442.9,22024.76,Yes,Bachelors,Female,745.0,Employed
27.0,64639.45,19462.54,Yes,High School,Male,761.0,Employed
36.0,67697.0,,No,Masters,Female,687.0,Self-Employed
28.0,54882.27,18750.82,Yes,Bachelors,Female,,Employed
27.0,50837.23,11321.85,No,Bachelors,Male,759.0,Self-Employed
50.0,89668.58,18671.4,No,Bachelors,Female,773.0,Employed
34.0,89600.23,21153.97,No,PhD,Female,721.0,Self-Employed
31.0,72106.38,16179.9,Yes,High School,Female,748.0,Employed
54.0,59132.59,20020.16,No,High School,Male,680.0,Employed
46.0,72252.44,9923.73,Yes,Masters,Male,693.0,Employed
34.0,78087.67,9204.22,Yes,Masters,Female,710.0,Employed
42.0,67762.61,18907.35,No,High School,Female,690.0,Self-Employed
36.0,78627.07,27361.52,No,Masters,Male,638.0,Employed
31.0,62927.51,15454.9,Yes,Bachelors,Male,692.0,Employed
43.0,6973.89,19427.18,Yes,High School,Female,739.0,Employed
35.0,66131.6,317.25,Yes,Bachelors,Male,699.0,Unemployed
39.0,83698.72,18059.34,Yes,Bachelors,Female,763.0,Employed
48.0,70613.18,12543.33,Yes,Bachelors,Male,701.0,Self-Employed
47.0,76873.37,25007.99,Yes,Bachelors,Male,669.0,Employed
32.0,64573.38,18873.68,Yes,Masters,Female,726.0,Employed
43.0,66140.28,15419.31,Yes,PhD,Female,758.0,Employed
27.0,73416.79,12269.39,No,Masters,Male,675.0,Employed
43.0,108871.13,21414.3,No,Masters,Male,625.0,Employed
39.0,86845.64,,Yes,Bachelors,Male,736.0,Employed
42.0,84199.5,10962.51,No,Bachelors,Male,758.0,Employed
35.0,74096.12,20860.58,Yes,Bachelors,Male,633.0,Unemployed
59.0,43365.6,20078.11,Yes,Masters,Female,770.0,Employed
29.0,94512.89,16380.49,Yes,Masters,Male,693.0,Self-Employed
48.0,88145.11,19146.58,No,High School,Male,707.0,Self-Employed
28.0,77318.5,17834.85,Yes,Bachelors,Male,701.0,Employed
43.0,,9809.5,Yes,High School,Male,702.0,Employed
44.0,80918.32,16794.3,No,Bachelors,Female,707.0,Unemployed
39.0,65377.95,14362.35,Yes,PhD,Male,729.0,Self-Employed
33.0,84558.91,9566.84,Yes,Bachelors,Female,703.0,Employed
39.0,53241.97,11081.75,Yes,Masters,Male,796.0,Employed
41.0,31798.96,6706.96,Yes,High School,Male,725.0,Self-Employed
56.0,45976.5,6302.68,No,Bachelors,Female,744.0,Employed
29.0,72820.44,12116.49,Yes,PhD,Female,821.0,Employed
32.0,63965.22,20539.64,No,Masters,Female,761.0,Employed
41.0,67045.17,8547.15,Yes,High School,Male,859.0,Employed
35.0,44078.37,8994.48,Yes,Masters,Female,708.0,Employed
37.0,76038.72,24581.32,Yes,Bachelors,Male,760.0,Unemployed
49.0,49267.94,10245.55,Yes,Masters,Female,,Self-Employed
10.0,79931.52,15150.87,Yes,Bachelors,Male,731.0,Employed
32.0,41704.78,17508.32,No,Masters,Female,746.0,Self-Employed
21.0,53225.28,14014.12,Yes,Bachelors,Female,724.0,Self-Employed
26.0,50536.69,14774.15,Yes,Masters,Male,762.0,Unemployed
62.0,81475.94,10979.07,No,Masters,Male,684.0,Self-Employed
,60762.3,11760.74,No,Bachelors,Female,661.0,Self-Employed
48.0,78493.88,16615.46,Yes,Bachelors,Male,,Employed
37.0,92808.47,8989.21,No,High School,Female,766.0,Self-Employed
,105600.29,22153.25,Yes,PhD,Female,749.0,Unemployed
20.0,74623.18,6046.47,Yes,Bachelors,Female,638.0,Employed
48.0,47961.09,16071.05,Yes,Masters,Female,767.0,Self-Employed
30.0,95024.57,9684.25,Yes,Masters,Female,721.0,Self-Employed
33.0,100227.11,17359.89,Yes,Masters,Female,781.0,Employed
43.0,68803.14,10146.33,No,High School,Female,650.0,Employed
41.0,96372.75,17954.73,Yes,Masters,Male,778.0,Self-Employed
39.0,76665.97,19076.29,No,Masters,Female,717.0,Employed
24.0,36816.34,19513.08,Yes,Bachelors,Female,828.0,Unemployed
39.0,57379.97,12562.75,Yes,High School,Male,738.0,Self-Employed
48.0,59896.69,22532.46,Yes,PhD,Male,754.0,Employed
33.0,62726.35,15274.41,No,Bachelors,Female,693.0,Unemployed
51.0,51330.85,14792.17,Yes,Bachelors,Female,704.0,Self-Employed
29.0,50706.23,17757.56,No,High School,Female,712.0,Employed
38.0,96918.68,6830.57,Yes,Bachelors,Female,726.0,Employed
53.0,35266.36,13861.9,No,Bachelors,Male,708.0,Employed
31.0,55519.45,16817.85,Yes,Masters,Male,752.0,Employed
49.0,82420.98,12084.26,Yes,High School,Male,776.0,Employed
58.0,58850.34,14808.07,Yes,Masters,Male,750.0,Self-Employed
40.0,78006.77,23364.76,Yes,Masters,Male,732.0,Employed
33.0,61972.3,10999.2,Yes,Bachelors,Female,704.0,Employed
30.0,78748.71,19008.12,No,PhD,Female,573.0,Self-Employed
51.0,49240.92,11873.95,No,Bachelors,Female,756.0,Self-Employed
51.0,,15406.65,No,Masters,Male,684.0,Employed
52.0,61978.16,17674.51,No,Masters,Male,,Self-Employed
38.0,34236.47,19123.0,Yes,Bachelors,Female,693.0,Employed
48.0,68662.66,16869.97,Yes,Masters,Male,734.0,Self-Employed
38.0,47265.95,18722.63,Yes,Masters,Female,774.0,Employed
29.0,47506.0,14115.06,Yes,Masters,Female,685.0,Self-Employed
49.0,99440.63,12846.38,Yes,High School,Female,642.0,Employed
54.0,75474.36,20172.48,Yes,Bachelors,Female,737.0,Self-Employed
28.0,39275.6,5799.42,Yes,Bachelors,Male,661.0,Unemployed
28.0,69033.85,12982.89,No,Masters,Female,697.0,Employed
38.0,67140.97,13757.84,Yes,Masters,Male,676.0,Employed
48.0,28630.64,15894.04,Yes,Bachelors,Female,723.0,Employed
27.0,76953.04,19508.03,Yes,Bachelors,Female,743.0,Employed
40.0,89056.44,16031.55,Yes,Masters,Female,750.0,Unemployed
32.0,61543.05,13912.24,Yes,PhD,Male,709.0,Self-Employed
45.0,64158.74,19178.07,Yes,Bachelors,Male,790.0,Self-Employed
30.0,58855.96,16420.63,No,Bachelors,Female,680.0,Employed
46.0,77709.08,15646.94,Yes,Bachelors,Female,659.0,Self-Employed
36.0,65010.75,23008.27,Yes,Bachelors,Male,667.0,Employed
29.0,65807.5,19845.11,Yes,Masters,Male,850.0,Self-Employed
39.0,53811.63,28272.16,Yes,High School,Male,659.0,Employed
19.0,110826.69,5231.93,Yes,Masters,Male,781.0,Employed
32.0,64807.77,21472.69,No,Bachelors,Female,707.0,Employed
,84011.71,22427.27,Yes,Bachelors,Female,759.0,Employed
,75309.31,11590.02,Yes,Bachelors,Male,609.0,Unemployed
12.0,18807.28,14419.31,No,PhD,Female,700.0,Unemployed
15.0,62586.0,15432.2,Yes,High School,Female,753.0,Employed
51.0,46940.5,12756.0,Yes,High School,Female,747.0,Employed
37.0,89534.7,13296.91,No,PhD,Female,795.0,Self-Employed
33.0,44672.39,31530.61,Yes,Masters,Male,643.0,Employed
47.0,79896.4,15010.65,Yes,PhD,Male,750.0,Employed
34.0,89929.85,17949.42,Yes,Masters,Male,733.0,Unemployed
41.0,75608.15,,No,Bachelors,Male,713.0,Self-Employed
38.0,70075.54,15467.28,No,Masters,Male,723.0,Employed
33.0,62081.79,9379.96,Yes,Masters,Male,692.0,Employed
41.0,67529.97,19823.62,Yes,Bachelors,Male,673.0,Unemployed
46.0,43198.03,14763.29,No,Bachelors,Male,748.0,Unemployed
36.0,73557.53,7215.76,Yes,Bachelors,Female,766.0,Self-Employed
33.0,91029.76,15808.12,Yes,Masters,Male,724.0,Unemployed
35.0,52552.21,16539.53,No,Masters,Female,730.0,Self-Employed
15.0,70367.69,20801.52,Yes,Bachelors,Female,728.0,Employed
41.0,67930.75,8259.6,No,Bachelors,Female,811.0,Unemployed
26.0,76252.89,14419.96,Yes,Masters,Male,655.0,Employed
44.0,59271.38,11595.62,Yes,PhD,Male,735.0,Self-Employed
37.0,39829.07,10836.89,Yes,Bachelors,Male,707.0,Self-Employed
39.0,47595.27,16125.02,Yes,PhD,Female,695.0,Employed
45.0,23632.26,12774.22,Yes,Bachelors,Female,775.0,Employed
,85521.17,17518.99,Yes,Bachelors,Female,742.0,Employed
42.0,77953.15,10535.5,Yes,Masters,Male,712.0,Employed
41.0,69709.28,14290.91,No,Masters,Male,,Employed
36.0,56058.71,16433.22,No,Bachelors,Female,683.0,Unemployed
29.0,66758.65,17092.06,Yes,Bachelors,Male,795.0,Self-Employed
44.0,69429.94,15937.77,Yes,Bachelors,Male,735.0,Employed
45.0,59574.64,14789.14,Yes,Bachelors,Female,758.0,Self-Employed
39.0,60336.11,12110.53,Yes,High School,Male,685.0,Employed
27.0,96189.79,22940.55,No,Bachelors,Female,693.0,Employed
,44983.66,16070.61,Yes,PhD,Male,735.0,Employed
37.0,89857.35,,No,Bachelors,Female,648.0,Employed
45.0,,5179.4,Yes,High School,Female,796.0,Employed
22.0,102155.54,20984.49,Yes,Masters,Female,702.0,Employed
32.0,22208.01,8556.64,No,Bachelors,Female,761.0,Employed
34.0,79307.78,15929.45,Yes,Bachelors,Female,756.0,Employed
,56826.07,9028.45,Yes,Masters,Male,800.0,Employed
,66659.56,15717.22,No,High School,Female,670.0,Self-Employed
36.0,67295.71,16560.55,Yes,High School,Female,736.0,Self-Employed
35.0,82112.36,19003.25,Yes,Masters,Male,755.0,Employed
28.0,30768.53,14542.51,No,Bachelors,Female,658.0,Employed
37.0,69384.14,14561.85,Yes,Bachelors,Male,701.0,Employed
33.0,73704.25,9661.87,No,Bachelors,Female,730.0,Employed
43.0,56773.95,13726.01,Yes,Masters,Male,698.0,Employed
29.0,67778.88,15190.78,Yes,PhD,Male,611.0,Employed
39.0,56717.45,15206.15,Yes,Bachelors,Female,634.0,Employed
30.0,81095.46,14159.51,No,Bachelors,Male,828.0,Employed
32.0,77279.05,9627.88,Yes,Masters,Female,780.0,Employed
41.0,74339.66,8521.48,No,High School,Male,752.0,Self-Employed
40.0,83247.76,22537.75,No,PhD,Male,714.0,Employed
34.0,94943.75,17942.68,Yes,PhD,Female,687.0,Self-Employed
35.0,50169.84,26793.95,Yes,Masters,Female,,Employed
23.0,114442.65,17006.52,No,Masters,Male,673.0,Employed
52.0,77862.48,18329.68,No,Bachelors,Female,771.0,Employed
45.0,59977.09,10472.62,Yes,Masters,Female,748.0,Self-Employed
45.0,115992.09,22343.23,Yes,Bachelors,Male,725.0,Employed
22.0,61698.92,5765.94,No,Masters,Male,707.0,Self-Employed
,45778.23,18227.89,No,Bachelors,Male,706.0,Employed
35.0,59803.52,15556.25,No,High School,Female,736.0,Self-Employed
19.0,58842.96,22295.31,Yes,High School,Male,660.0,Employed
47.0,91698.74,14345.99,Yes,Bachelors,Male,839.0,Employed
53.0,67744.23,15192.12,Yes,Bachelors,Male,699.0,Employed
59.0,72001.76,5340.6,Yes,High School,Female,660.0,Unemployed
28.0,71271.72,5536.73,Yes,Masters,Female,761.0,Employed
39.0,93322.58,16846.72,Yes,High School,Female,697.0,Self-Employed
51.0,63548.56,20693.72,No,Masters,Female,696.0,Employed
35.0,65899.49,16448.84,Yes,High School,Male,723.0,Employed
32.0,56226.4,14324.49,No,High School,Male,694.0,Employed
19.0,61585.92,16539.93,Yes,Bachelors,Female,693.0,Employed
49.0,80503.15,15991.53,No,Bachelors,Male,713.0,Employed
38.0,84573.13,18311.83,Yes,Bachelors,Female,790.0,Employed
31.0,103996.62,10189.02,Yes,Masters,Male,710.0,Employed
41.0,67918.79,16279.66,Yes,Masters,Female,711.0,Employed
40.0,64724.64,9941.57,No,High School,Male,774.0,Employed
40.0,77943.25,20516.54,Yes,High School,Female,621.0,Employed
36.0,60622.82,9527.14,No,Masters,Male,751.0,Employed
54.0,57185.42,13876.68,Yes,Bachelors,Male,754.0,Self-Employed
37.0,76471.85,17986.5,Yes,High School,Female,726.0,Employed
,62163.53,8397.76,No,Masters,Female,703.0,Self-Employed
44.0,64209.51,10927.97,No,Bachelors,Male,722.0,Employed
42.0,82113.78,26175.24,Yes,Bachelors,Male,705.0,Employed
37.0,76202.31,19703.57,Yes,Masters,Male,733.0,Employed
48.0,110010.6,16673.2,No,Bachelors,Female,708.0,Employed
39.0,88436.38,18226.33,Yes,PhD,Male,774.0,Employed
29.0,54653.14,6478.28,Yes,Masters,Female,,Employed
28.0,62004.78,18142.31,Yes,Bachelors,Female,711.0,Employed
42.0,42543.44,24773.63,Yes,Bachelors,Male,759.0,Employed
29.0,,12530.53,Yes,Bachelors,Male,754.0,Employed
37.0,95244.46,24117.98,Yes,Bachelors,Female,727.0,Employed
49.0,64444.76,12686.95,No,PhD,Male,704.0,Unemployed
41.0,42277.87,15606.97,No,Bachelors,Female,710.0,Employed
31.0,31055.83,8303.42,Yes,Bachelors,Female,861.0,Employed
52.0,40566.22,17178.95,Yes,Bachelors,Female,769.0,Employed
43.0,53949.34,15745.4,Yes,PhD,Female,743.0,Employed
48.0,,13887.46,No,High School,Female,,Self-Employed
15.0,62069.14,10695.6,Yes,PhD,Male,795.0,Employed
41.0,83969.64,16126.17,No,Bachelors,Female,617.0,Employed
46.0,51283.39,11861.39,Yes,Masters,Female,760.0,Employed
55.0,94529.07,20532.02,Yes,Masters,Female,728.0,Self-Employed
23.0,67273.11,16296.51,Yes,PhD,Male,733.0,Self-Employed
50.0,79165.99,12571.24,Yes,Bachelors,Female,784.0,Employed
54.0,59596.15,20002.09,Yes,Bachelors,Male,800.0,Employed
18.0,90338.73,12845.56,Yes,High School,Female,720.0,Employed
43.0,43455.4,19862.79,Yes,Masters,Male,719.0,Unemployed
44.0,45321.0,15588.92,Yes,Bachelors,Female,673.0,Employed
35.0,50609.66,5460.75,Yes,Bachelors,Male,715.0,Employed
33.0,93518.69,17939.98,Yes,Masters,Female,797.0,Employed
45.0,65258.4,14734.59,No,Masters,Male,1100.0,Unemployed
32.0,51032.19,17774.67,Yes,Masters,Female,626.0,Employed
36.0,66071.9,16078.54,Yes,Bachelors,Female,669.0,Self-Employed
46.0,73439.99,16111.14,Yes,High School,Male,698.0,Employed
56.0,48459.0,15213.19,No,Bachelors,Female,683.0,Employed
43.0,73191.3,,Yes,Bachelors,Female,752.0,Employed
39.0,67278.03,17629.42,No,Bachelors,Male,743.0,Self-Employed
33.0,59882.86,6159.0,Yes,Bachelors,Female,772.0,Employed
28.0,44673.23,7460.82,No,High School,Male,705.0,Self-Employed
49.0,87770.89,17166.67,Yes,PhD,Female,733.0,Employed
36.0,60624.04,12137.86,Yes,Bachelors,Male,671.0,Employed
50.0,,20367.23,Yes,Masters,Female,705.0,Employed
35.0,77120.41,16614.58,Yes,Masters,Female,721.0,Self-Employed
32.0,77618.44,16883.69,No,Bachelors,Male,725.0,Employed
42.0,88658.53,10398.16,No,Masters,Male,766.0,Employed
37.0,78264.64,17872.55,Yes,Masters,Female,740.0,Employed
26.0,72768.36,15861.13,Yes,High School,Female,716.0,Employed
56.0,60262.54,10317.92,No,High School,Male,824.0,Employed
32.0,60320.3,10338.01,No,Masters,Male,671.0,Self-Employed
47.0,83517.03,23280.76,Yes,Bachelors,Female,765.0,Unemployed
46.0,66864.43,17840.06,Yes,Masters,Female,720.0,Employed
25.0,41254.41,13087.6,Yes,Masters,Female,744.0,Employed
28.0,63116.13,12271.14,Yes,PhD,Female,665.0,Self-Employed
35.0,68915.06,,Yes,Masters,Male,664.0,Employed
29.0,30186.99,16442.37,Yes,Bachelors,Female,706.0,Employed
55.0,84935.5,8261.3,Yes,Bachelors,Female,718.0,Employed
36.0,70012.84,14375.76,Yes,Masters,Male,665.0,Employed
47.0,42744.08,4755.06,No,Bachelors,Female,694.0,Employed
43.0,64051.19,14876.94,No,Bachelors,Female,736.0,Employed
41.0,67954.4,22286.07,Yes,PhD,Female,688.0,Self-Employed
38.0,88918.89,8494.01,Yes,Bachelors,Male,801.0,Self-Employed
50.0,88343.23,14300.55,Yes,Bachelors,Male,691.0,Employed
30.0,91561.67,13913.87,Yes,Masters,Female,716.0,Employed
,77517.75,9378.46,Yes,High School,Male,707.0,Employed
25.0,56930.62,12734.84,No,Masters,Male,,Self-Employed
46.0,51855.65,8393.36,No,Masters,Female,718.0,Employed
24.0,55985.82,10161.12,No,Masters,Male,678.0,Employed
,68682.65,15818.6,Yes,High School,Female,778.0,Unemployed
39.0,69497.17,16937.02,No,Bachelors,Female,726.0,Self-Employed
33.0,90579.32,13353.71,No,Masters,Female,712.0,Employed
36.0,64913.05,21709.7,No,High School,Male,703.0,Employed
24.0,29525.01,18657.75,No,Bachelors,Male,,Employed
28.0,46147.02,24839.39,No,Masters,Female,723.0,Employed
43.0,50484.5,14407.67,Yes,PhD,Female,666.0,Employed
38.0,50465.87,9755.53,Yes,Bachelors,Female,761.0,Employed
31.0,13885.27,14055.76,No,Bachelors,Female,756.0,Employed
51.0,101389.21,25078.7,Yes,Bachelors,Male,675.0,Self-Employed
26.0,26348.97,9987.52,Yes,High School,Female,703.0,Employed
34.0,58525.12,19246.41,Yes,Bachelors,Male,826.0,Employed
33.0,83167.92,9852.62,No,PhD,Male,735.0,Employed
44.0,81793.47,13168.39,Yes,Bachelors,Male,908.0,Self-Employed
38.0,40606.33,12498.13,No,Bachelors,Male,787.0,Self-Employed
37.0,94134.8,10413.36,No,High School,Female,845.0,Employed
20.0,91221.96,18898.1,Yes,PhD,Female,684.0,Employed
47.0,66371.67,22198.08,No,Bachelors,Female,843.0,Employed
36.0,70545.03,19511.61,No,Bachelors,Female,659.0,Self-Employed
39.0,51725.67,15133.23,Yes,Masters,Female,711.0,Unemployed
31.0,75048.35,7566.86,No,Masters,Female,684.0,Employed
29.0,74523.32,15649.32,No,Masters,Male,723.0,Employed
53.0,60265.64,18126.82,Yes,PhD,Female,751.0,Self-Employed
20.0,82910.89,14540.35,Yes,Bachelors,Female,715.0,Unemployed
27.0,76630.23,21641.11,Yes,Bachelors,Female,735.0,Employed
53.0,134266.15,14016.63,Yes,High School,Male,706.0,Employed
44.0,51966.79,12002.84,No,Masters,Female,748.0,Unemployed
35.0,96658.09,19935.71,Yes,Bachelors,Female,743.0,Employed
50.0,52953.68,,Yes,Masters,Male,706.0,Employed
42.0,80548.94,22490.63,Yes,PhD,Female,709.0,Unemployed
40.0,18011.43,17612.53,Yes,Bachelors,Female,659.0,Self-Employed
40.0,59752.93,10976.9,Yes,High School,Male,727.0,Employed
43.0,79441.34,2044.52,Yes,Bachelors,Male,,Employed
43.0,74798.22,6386.58,No,Bachelors,Female,769.0,Employed
60.0,,12096.49,Yes,Bachelors,Female,661.0,Self-Employed
36.0,61762.22,21632.58,No,Masters,Female,679.0,Self-Employed
36.0,99534.35,21118.28,No,Masters,Male,749.0,Employed
26.0,90578.89,12978.0,No,Bachelors,Female,749.0,Employed
37.0,89209.24,19067.67,No,High School,Male,762.0,Employed
57.0,117044.07,8118.98,No,Bachelors,Male,843.0,Self-Employed
48.0,35101.94,21206.53,No,Masters,Male,660.0,Employed
33.0,62111.72,13596.55,Yes,Bachelors,Female,685.0,Employed
38.0,70621.46,18236.09,Yes,Masters,Male,,Unemployed
25.0,55376.27,17690.38,No,High School,Male,724.0,Employed
28.0,72497.35,17326.32,No,Bachelors,Female,739.0,Employed
39.0,96019.6,8998.81,Yes,Masters,Male,801.0,Employed
33.0,72206.48,12064.61,Yes,High School,Male,834.0,Employed
28.0,25920.53,20273.31,Yes,Bachelors,Male,682.0,Employed
43.0,83538.16,17538.58,Yes,Bachelors,Male,756.0,Employed
37.0,69700.15,9594.92,Yes,Bachelors,Male,795.0,Employed
22.0,26414.6,16880.74,No,PhD,Male,690.0,Employed
17.0,57689.96,9768.39,Yes,Masters,Male,733.0,Self-Employed
32.0,,8675.86,Yes,High School,Female,704.0,Employed
22.0,64243.46,11897.11,Yes,Bachelors,Male,642.0,Employed
19.0,59921.35,14518.4,Yes,High School,Female,683.0,Employed
,39497.07,8989.07,Yes,Bachelors,Female,712.0,Employed
37.0,75020.72,19457.44,Yes,High School,Male,792.0,Employed
35.0,48346.27,11453.17,No,High School,Female,738.0,Employed
36.0,96480.69,14839.6,Yes,PhD,Female,737.0,Employed
27.0,73363.91,17241.12,Yes,Masters,Male,715.0,Employed
42.0,64783.67,24231.37,Yes,High School,Male,733.0,Employed
37.0,95081.39,17967.06,No,Masters,Male,737.0,Unemployed
30.0,75204.85,13477.2,Yes,High School,Male,633.0,Employed
32.0,76932.07,10065.68,Yes,Bachelors,Male,752.0,Employed
26.0,68699.71,8740.62,Yes,Bachelors,Male,719.0,Employed
34.0,63726.46,10091.74,Yes,Bachelors,Male,781.0,Employed
36.0,78083.64,14252.62,Yes,Masters,Male,675.0,Employed
34.0,100480.42,21028.84,Yes,Masters,Male,804.0,Employed
39.0,1608.09,14356.5,Yes,Bachelors,Female,678.0,Self-Employed
37.0,107365.64,12199.28,No,Masters,Female,778.0,Employed
40.0,49838.98,15570.23,Yes,Masters,Female,697.0,Self-Employed
47.0,73848.43,23241.41,No,Masters,Female,752.0,Employed
44.0,35659.4,11225.92,No,High School,Female,787.0,Employed
48.0,99828.75,,Yes,Masters,Male,747.0,Employed
30.0,42344.71,13186.54,Yes,High School,Male,707.0,Employed
33.0,92446.6,16005.14,Yes,High School,Male,695.0,Employed
45.0,65176.43,18193.46,Yes,Bachelors,Male,705.0,Unemployed
45.0,66745.77,21870.47,No,Masters,Female,662.0,Employed
31.0,44816.0,14723.31,Yes,Masters,Female,731.0,Unemployed
44.0,94383.35,20670.04,Yes,Masters,Female,784.0,Self-Employed
29.0,67050.63,17026.51,Yes,High School,Female,776.0,Unemployed
43.0,84353.45,8517.95,No,Bachelors,Female,784.0,Employed
38.0,28674.43,14021.1,Yes,Bachelors,Female,759.0,Employed
24.0,52175.17,26622.26,Yes,High School,Female,629.0,Employed
34.0,75014.11,14428.45,Yes,PhD,Male,702.0,Employed
60.0,38442.56,13426.76,Yes,PhD,Female,747.0,Unemployed
,77225.14,13414.24,Yes,High School,Male,698.0,Employed
61.0,56762.71,12672.46,Yes,High School,Male,704.0,Employed
24.0,54445.97,8118.5,Yes,Masters,Male,732.0,Self-Employed
46.0,80254.88,3509.54,Yes,Masters,Male,722.0,Employed
13.0,73415.35,11132.29,Yes,Bachelors,Male,754.0,Self-Employed
38.0,47519.87,13242.67,Yes,Masters,Female,682.0,Employed
44.0,92462.83,17752.87,Yes,Masters,Male,593.0,Employed
46.0,80109.3,13150.03,Yes,Masters,Male,,Employed
30.0,29710.18,15633.85,Yes,PhD,Female,785.0,Unemployed
48.0,63936.44,9090.96,Yes,Masters,Female,725.0,Self-Employed
33.0,77464.97,6426.27,Yes,Masters,Male,705.0,Unemployed
36.0,67776.65,16738.39,Yes,Masters,Female,786.0,Employed
34.0,3530.97,18255.14,No,PhD,Male,648.0,Self-Employed
27.0,71270.23,19910.11,Yes,High School,Female,773.0,Employed
54.0,85151.01,21021.73,No,PhD,Female,744.0,Self-Employed
,68371.52,21592.86,Yes,Bachelors,Male,763.0,Self-Employed
49.0,71109.59,18435.8,Yes,Masters,Female,744.0,Employed
48.0,90398.07,12147.04,No,Bachelors,Male,764.0,Self-Employed
28.0,38315.25,16414.56,Yes,Masters,Male,746.0,Unemployed
50.0,84728.35,13391.19,Yes,PhD,Male,739.0,Employed
43.0,76791.88,13850.47,Yes,High School,Male,743.0,Employed
28.0,37526.95,16958.85,Yes,Bachelors,Female,664.0,Employed
42.0,83954.58,21329.1,Yes,Masters,Female,681.0,Employed
28.0,106123.95,18802.81,Yes,Bachelors,Male,852.0,Employed
,76676.47,14958.96,No,High School,Male,684.0,Unemployed
46.0,81089.4,15492.6,No,Masters,Female,667.0,Employed
37.0,48692.32,16801.48,No,Bachelors,Male,700.0,Unemployed
51.0,57628.04,20891.43,Yes,Bachelors,Female,687.0,Employed
22.0,49641.93,24281.18,Yes,Bachelors,Male,669.0,Employed
,77916.52,15649.65,Yes,Masters,Female,755.0,Employed
35.0,59640.56,13982.62,No,High School,Female,708.0,Employed
60.0,58406.13,15789.01,Yes,High School,Male,658.0,Employed
27.0,84074.92,20157.65,Yes,Bachelors,Male,686.0,Employed
21.0,103394.59,17605.12,No,Bachelors,Female,662.0,Employed
24.0,68246.88,12444.51,No,High School,Male,700.0,Employed
47.0,38501.49,15062.06,Yes,Bachelors,Female,,Employed
32.0,70803.35,15080.11,Yes,High School,Female,719.0,Employed
36.0,73831.22,11766.01,Yes,Bachelors,Male,744.0,Employed
46.0,86628.18,11707.26,Yes,Masters,Male,735.0,Employed
36.0,63529.67,8955.11,Yes,High School,Male,717.0,Employed
40.0,87620.17,14262.45,Yes,Bachelors,Male,732.0,Self-Employed
43.0,84552.79,20655.58,Yes,Masters,Male,745.0,Self-Employed
,64038.39,20094.4,Yes,Bachelors,Male,667.0,Unemployed
36.0,86406.11,14868.88,No,PhD,Female,778.0,Employed
40.0,88603.62,23917.98,Yes,High School,Female,788.0,Employed
47.0,48177.57,14726.5,Yes,Bachelors,Female,685.0,Employed
30.0,89207.1,13296.29,Yes,Bachelors,Female,752.0,Employed
8.0,67600.47,5113.35,Yes,Masters,Male,720.0,Employed
45.0,65050.91,,Yes,High School,Male,704.0,Employed
47.0,67841.03,10521.84,Yes,Bachelors,Male,818.0,Employed
40.0,94824.15,22260.42,Yes,High School,Male,,Employed
41.0,94769.02,8783.28,Yes,Bachelors,Male,695.0,Self-Employed
32.0,79526.57,21435.35,Yes,Masters,Male,722.0,Employed
43.0,75391.79,16024.09,Yes,PhD,Female,705.0,Unemployed
47.0,67914.03,9254.85,Yes,Masters,Male,653.0,Employed
39.0,123969.28,6693.84,No,Bachelors,Male,691.0,Employed
63.0,56304.26,16851.16,Yes,Bachelors,Female,765.0,Self-Employed
22.0,61056.36,10395.46,Yes,Masters,Male,730.0,Employed
40.0,76048.79,5145.13,No,Bachelors,Male,730.0,Self-Employed
26.0,51866.32,24897.04,Yes,Masters,Male,772.0,Employed
47.0,90975.1,19341.88,No,Masters,Male,739.0,Employed
22.0,40573.06,9276.45,Yes,Masters,Male,666.0,Employed
25.0,55722.69,5913.25,Yes,Masters,Male,747.0,Employed
32.0,61965.14,20904.45,Yes,Bachelors,Female,721.0,Employed
41.0,49906.6,8228.06,Yes,Bachelors,Female,713.0,Self-Employed
32.0,90819.52,15496.3,Yes,High School,Male,744.0,Self-Employed
32.0,43700.21,17188.1,Yes,High School,Male,656.0,Unemployed
36.0,50736.3,12427.66,Yes,High School,Male,699.0,Employed
36.0,56462.32,10114.88,Yes,Bachelors,Male,704.0,Employed
53.0,86859.9,5490.6,No,Masters,Female,797.0,Employed
45.0,99049.41,17295.12,Yes,Bachelors,Male,696.0,Employed
35.0,80447.86,26902.69,Yes,Masters,Male,751.0,Employed
59.0,43726.13,9263.02,No,Bachelors,Male,696.0,Employed
43.0,57596.22,10016.18,Yes,Bachelors,Male,705.0,Employed
28.0,101441.63,18875.15,Yes,PhD,Male,744.0,Employed
41.0,70577.24,2811.33,Yes,High School,Male,681.0,Employed
43.0,41083.9,11051.66,No,Masters,Male,655.0,Employed
31.0,113880.69,16044.81,Yes,PhD,Male,687.0,Employed
27.0,58604.27,10860.57,Yes,Bachelors,Male,739.0,Employed
39.0,68569.36,17591.6,Yes,Masters,Female,724.0,Unemployed
34.0,56305.13,,Yes,High School,Male,793.0,Employed
,50888.56,15574.38,Yes,High School,Female,782.0,Employed
45.0,95919.64,11205.22,Yes,Masters,Male,739.0,Self-Employed
32.0,73924.55,12948.76,Yes,High School,Female,728.0,Unemployed
42.0,76306.15,15391.65,Yes,Masters,Male,738.0,Employed
51.0,1400598.056378007,16053.43,No,PhD,Female,696.0,Employed
,64014.49,22135.8,Yes,Masters,Male,737.0,Employed
28.0,57559.47,18646.27,No,Bachelors,Female,637.0,Unemployed
38.0,53486.91,13117.03,No,High School,Female,726.0,Employed
38.0,79346.25,17823.71,Yes,Bachelors,Female,751.0,Unemployed
,63242.72,18163.54,Yes,Masters,Male,750.0,Employed
35.0,83852.68,11720.82,Yes,Bachelors,Male,794.0,Self-Employed
35.0,84414.74,17909.44,No,Masters,Male,679.0,Employed
42.0,61299.74,13821.96,Yes,Bachelors,Male,812.0,Employed
49.0,79079.16,16459.72,Yes,Masters,Male,868.0,Employed
33.0,60756.05,20046.18,No,Masters,Male,765.0,Employed
62.0,54241.8,20129.95,Yes,Bachelors,Female,808.0,Unemployed
58.0,48794.7,10653.0,Yes,High School,Male,740.0,Unemployed
51.0,71719.45,9433.13,Yes,Masters,Female,665.0,Employed
44.0,55160.16,23889.53,Yes,Masters,Male,644.0,Employed
58.0,97562.91,23913.38,Yes,High School,Male,611.0,Unemployed
35.0,102519.69,18662.5,Yes,High School,Female,752.0,Employed
30.0,79498.47,13518.32,Yes,High School,Male,,Self-Employed
33.0,74870.23,13533.2,Yes,Bachelors,Male,759.0,Employed
28.0,70371.52,10101.98,Yes,Masters,Female,745.0,Self-Employed
39.0,117474.61,16086.47,No,High School,Male,720.0,Employed
41.0,109248.59,14388.37,Yes,Masters,Female,649.0,Employed
,65908.31,14529.18,No,High School,Female,635.0,Employed
38.0,66022.09,9248.52,No,Bachelors,Female,702.0,Self-Employed
39.0,76538.64,19768.81,Yes,Masters,Female,644.0,Self-Employed
55.0,46408.06,17243.12,Yes,PhD,Female,593.0,Employed
44.0,34002.07,17282.02,Yes,Bachelors,Female,721.0,Unemployed
47.0,43240.83,6070.25,No,High School,Male,730.0,Employed
40.0,63966.02,7412.98,Yes,High School,Female,707.0,Self-Employed
22.0,51100.75,9503.85,No,Masters,Male,729.0,Unemployed
20.0,99097.14,18867.5,Yes,Bachelors,Male,643.0,Employed
59.0,40614.88,12554.05,No,Masters,Male,755.0,Self-Employed
33.0,43290.71,9827.57,Yes,Masters,Female,758.0,Employed
32.0,33311.52,18269.83,Yes,Bachelors,Male,701.0,Employed
40.0,57093.8,13379.52,Yes,Bachelors,Male,608.0,Employed
44.0,62033.55,16865.18,Yes,PhD,Male,683.0,Self-Employed
45.0,68408.8,9909.17,No,Bachelors,Male,740.0,Unemployed
56.0,69304.03,14865.16,No,High School,Female,676.0,Employed
53.0,57564.21,21676.64,Yes,Masters,Male,833.0,Employed
30.0,48950.86,21199.31,No,High School,Male,753.0,Employed
48.0,78377.14,11034.96,Yes,PhD,Male,743.0,Employed
34.0,52005.97,13621.22,Yes,Masters,Female,745.0,Employed
37.0,85623.34,19059.91,No,Masters,Male,667.0,Employed
27.0,40351.83,15442.61,Yes,High School,Male,724.0,Employed
21.0,55036.73,16764.67,Yes,Bachelors,Female,619.0,Self-Employed
38.0,110844.78,21918.85,No,High School,Female,613.0,Employed
28.0,113571.96,16088.93,Yes,Bachelors,Male,706.0,Self-Employed
47.0,42778.75,12031.22,Yes,Bachelors,Male,712.0,Employed
35.0,94149.05,21280.11,Yes,Masters,Female,767.0,Employed
41.0,102270.85,10886.62,No,Bachelors,Male,662.0,Unemployed
52.0,91262.35,14886.67,Yes,Masters,Female,720.0,Employed
23.0,68663.54,12105.97,Yes,Bachelors,Female,693.0,Employed
31.0,31401.3,9035.85,Yes,Bachelors,Male,,Employed
40.0,71694.14,14490.61,Yes,Bachelors,Female,700.0,Self-Employed
41.0,78230.0,15302.07,Yes,Bachelors,Male,671.0,Self-Employed
49.0,74768.31,13744.8,Yes,Bachelors,Female,685.0,Employed
47.0,79539.13,20002.18,Yes,Bachelors,Female,699.0,Employed
39.0,53758.01,11200.58,Yes,Bachelors,Male,827.0,Employed
41.0,60323.61,16807.56,Yes,Masters,Female,757.0,Employed
41.0,22117.91,8937.52,Yes,PhD,Female,769.0,Employed
23.0,87804.43,26990.35,Yes,High School,Male,,Employed
36.0,52046.71,11721.75,No,Bachelors,Male,723.0,Employed
40.0,65018.23,6900.83,Yes,Masters,Male,768.0,Employed
43.0,75063.32,13834.47,Yes,Bachelors,Male,706.0,Employed
29.0,58788.52,16133.34,Yes,Bachelors,Female,644.0,Employed
25.0,48549.68,19414.08,Yes,Masters,Male,714.0,Employed
36.0,75117.01,20365.84,Yes,PhD,Male,715.0,Employed
58.0,34330.68,18113.68,Yes,High School,Female,834.0,Employed
30.0,85337.0,19204.63,No,Bachelors,Female,767.0,Employed
50.0,83208.85,20518.27,No,Bachelors,Female,698.0,Employed
54.0,59005.57,16236.95,Yes,Bachelors,Female,710.0,Unemployed
38.0,60119.45,11187.1,No,High School,Female,696.0,Employed
31.0,50244.76,15445.47,No,Bachelors,Male,681.0,Employed
43.0,62356.13,11419.17,Yes,Masters,Female,748.0,Employed
40.0,65983.38,20246.08,No,Masters,Female,606.0,Employed
29.0,63630.61,21009.91,No,High School,Female,717.0,Employed
31.0,98973.31,21313.24,Yes,Masters,Female,676.0,Employed
43.0,35018.88,9247.79,No,Bachelors,Male,632.0,Employed
47.0,51839.55,20309.0,Yes,Bachelors,Female,626.0,Unemployed
35.0,84628.47,12133.49,No,High School,Male,739.0,Employed
37.0,111098.08,16844.44,Yes,Bachelors,Female,805.0,Employed
45.0,52719.7,19136.97,No,High School,Female,653.0,Employed
36.0,90242.6,7813.15,No,Masters,Male,762.0,Self-Employed
35.0,46997.58,19311.74,Yes,Bachelors,Female,701.0,Employed
30.0,62213.09,7262.4,Yes,Bachelors,Male,701.0,Self-Employed
30.0,70203.24,14003.62,Yes,High School,Female,736.0,Self-Employed
65.0,56189.68,19882.47,Yes,Masters,Male,704.0,Self-Employed
36.0,61615.3,21634.73,Yes,Masters,Male,737.0,Employed
52.0,42728.04,19042.84,No,Bachelors,Male,774.0,Employed
55.0,83485.88,12177.44,Yes,Bachelors,Female,727.0,Unemployed
36.0,52039.07,11999.92,No,PhD,Male,724.0,Employed
42.0,56723.05,14287.44,Yes,Masters,Male,767.0,Employed
,54361.12,15269.24,Yes,High School,Female,702.0,Employed
22.0,55424.55,19376.68,Yes,Bachelors,Female,774.0,Self-Employed
22.0,72890.51,14678.62,No,High School,Male,803.0,Self-Employed
38.0,71254.8,12691.89,No,Bachelors,Male,771.0,Self-Employed
,120372.04,13206.56,Yes,Masters,Female,741.0,Employed
57.0,65098.38,20678.81,Yes,Bachelors,Female,768.0,Employed
36.0,67991.49,15280.95,Yes,Masters,Male,694.0,Employed
58.0,96739.89,22619.5,No,High School,Male,,Employed
33.0,74497.69,19753.72,No,PhD,Female,708.0,Employed
57.0,68025.54,12384.05,No,Bachelors,Female,704.0,Unemployed
43.0,67328.83,12754.46,Yes,Masters,Female,698.0,Self-Employed
44.0,73879.68,14459.19,No,Bachelors,Female,785.0,Employed
33.0,89495.49,14316.25,Yes,Bachelors,Female,782.0,Employed
44.0,96906.94,20780.23,Yes,PhD,Male,784.0,Employed
55.0,90630.74,12297.76,Yes,Masters,Female,742.0,Employed
37.0,79337.59,15558.91,Yes,Bachelors,Male,614.0,Self-Employed
35.0,74215.22,16676.09,Yes,Masters,Female,579.0,Employed
36.0,110763.17,18527.59,Yes,Masters,Female,736.0,Employed
54.0,60510.7,17362.04,No,Bachelors,Male,708.0,Employed
47.0,,16978.43,Yes,Bachelors,Female,639.0,Self-Employed
52.0,93484.26,12611.71,No,Masters,Female,730.0,Employed
41.0,90886.13,13103.06,Yes,Masters,Female,700.0,Employed
38.0,54752.13,16239.51,Yes,Masters,Male,792.0,Employed
42.0,126302.49,14055.66,No,Masters,Male,718.0,Self-Employed
49.0,103410.81,10337.77,Yes,Masters,Male,696.0,Unemployed
36.0,91199.64,12802.41,Yes,Masters,Male,652.0,Employed
52.0,49871.4,15856.59,Yes,Bachelors,Female,,Employed
42.0,89595.42,20940.37,No,High School,Female,762.0,Employed
14.0,,10292.8,Yes,Bachelors,Male,710.0,Employed
47.0,65355.77,9495.72,No,Masters,Female,759.0,Self-Employed
25.0,72133.37,18802.08,Yes,High School,Male,719.0,Employed
47.0,61015.91,12956.76,Yes,High School,Female,759.0,Employed
47.0,101666.06,10764.13,Yes,Bachelors,Male,,Employed
41.0,72075.1,14907.41,Yes,Bachelors,Male,650.0,Employed
43.0,50775.62,10504.02,Yes,High School,Female,,Employed
49.0,85062.61,26020.72,Yes,Masters,Female,771.0,Employed
33.0,77968.33,11129.33,Yes,Masters,Female,775.0,Self-Employed
46.0,34935.65,15951.56,No,High School,Female,899.0,Employed
50.0,96759.11,17589.56,Yes,High School,Female,715.0,Employed
56.0,72025.78,19739.96,Yes,Bachelors,Female,717.0,Employed
27.0,89705.12,9608.05,No,High School,Male,712.0,Self-Employed
42.0,78210.52,17269.25,Yes,PhD,Male,691.0,Employed
28.0,63262.8,6790.14,Yes,Bachelors,Male,748.0,Self-Employed
28.0,78484.95,16545.59,Yes,High School,Female,705.0,Unemployed
42.0,67984.86,14711.12,Yes,Bachelors,Male,793.0,Employed
39.0,75815.89,18758.21,Yes,Bachelors,Male,723.0,Employed
49.0,82025.2,16302.37,No,High School,Male,749.0,Employed
35.0,72938.25,14443.69,Yes,Bachelors,Male,742.0,Employed
37.0,79302.2,14825.26,No,Masters,Male,749.0,Employed
40.0,62558.35,7723.98,No,Bachelors,Female,674.0,Employed
29.0,58571.32,10928.35,No,Masters,Male,784.0,Employed
31.0,85496.73,22605.5,Yes,Bachelors,Female,744.0,Employed
49.0,99003.71,16022.92,Yes,High School,Female,746.0,Employed
33.0,59650.01,18409.46,Yes,High School,Female,744.0,Employed
50.0,76303.34,11913.39,No,Bachelors,Male,602.0,Employed
44.0,41818.51,19354.0,Yes,PhD,Male,725.0,Employed
23.0,106094.32,13603.91,Yes,High School,Male,724.0,Employed
43.0,92920.5,7815.79,No,Masters,Male,733.0,Employed
43.0,58323.91,14588.04,Yes,Bachelors,Male,771.0,Employed
42.0,62942.02,21477.09,No,Bachelors,Female,766.0,Employed
37.0,94185.26,4667.5,Yes,PhD,Female,769.0,Employed
29.0,73518.47,18679.09,No,Masters,Male,672.0,Employed
51.0,82655.83,15787.69,No,Masters,Male,726.0,Employed
37.0,50275.89,27963.63,Yes,Masters,Male,642.0,Employed
29.0,81538.24,26473.83,Yes,Masters,Male,724.0,Employed
43.0,67028.28,6179.3,Yes,High School,Female,664.0,Unemployed
,75976.98,21907.28,Yes,High School,Female,707.0,Employed
29.0,,13048.13,Yes,Masters,Female,760.0,Employed
34.0,65780.52,14027.72,Yes,High School,Female,827.0,Employed
31.0,72077.55,12120.68,Yes,PhD,Female,672.0,Employed
29.0,58297.33,11503.66,No,High School,Male,733.0,Employed
46.0,115366.08,21588.42,Yes,PhD,Female,718.0,Self-Employed
37.0,48904.33,3229.05,No,High School,Female,697.0,Employed
51.0,79997.09,11674.67,Yes,Bachelors,Male,734.0,Self-Employed
29.0,76054.66,18381.53,Yes,Masters,Male,735.0,Employed
21.0,85218.38,4805.97,Yes,High School,Female,725.0,Employed
39.0,19988.87,13848.4,Yes,Bachelors,Male,651.0,Employed
57.0,36261.21,8957.96,Yes,PhD,Female,722.0,Employed
43.0,59031.0,16170.08,Yes,Masters,Female,752.0,Employed
70.0,88404.89,15249.64,No,High School,Female,638.0,Employed
41.0,64719.32,19665.83,Yes,Masters,Female,683.0,Unemployed
40.0,63903.9,3404.31,Yes,High School,Female,674.0,Employed
16.0,70315.75,17151.88,Yes,Bachelors,Male,711.0,Employed
42.0,53179.85,11250.2,No,Bachelors,Male,759.0,Self-Employed
40.0,79401.19,22253.56,Yes,High School,Female,709.0,Employed
34.0,73839.85,12785.33,Yes,High School,Male,793.0,Employed
37.0,80048.1,10913.92,Yes,Bachelors,Female,736.0,Employed
37.0,100323.57,12250.2,Yes,PhD,Female,724.0,Employed
36.0,65396.44,17830.75,Yes,Bachelors,Female,722.0,Employed
59.0,72203.51,,No,PhD,Female,630.0,Employed
34.0,50291.21,14873.42,Yes,Masters,Female,715.0,Unemployed
40.0,44946.52,10108.32,Yes,Masters,Male,741.0,Employed
,69851.69,9077.13,Yes,Bachelors,Male,813.0,Employed
46.0,72058.4,18387.5,Yes,High School,Male,673.0,Employed
40.0,83788.02,17619.23,Yes,Bachelors,Male,784.0,Employed
35.0,81507.05,17053.69,No,High School,Female,751.0,Self-Employed
19.0,75087.09,22914.55,No,Masters,Female,690.0,Employed
40.0,103697.47,11034.2,Yes,PhD,Male,690.0,Employed
35.0,63758.37,24888.31,Yes,Masters,Male,786.0,Employed
37.0,66207.26,16686.69,Yes,Bachelors,Male,747.0,Employed
26.0,75664.98,12474.88,No,Bachelors,Male,,Unemployed
52.0,46321.91,14728.64,Yes,Bachelors,Male,702.0,Employed
47.0,83758.97,9037.58,Yes,Bachelors,Male,671.0,Employed
52.0,71428.9,9896.2,Yes,Masters,Female,579.0,Employed
49.0,71804.44,14436.32,No,Bachelors,Male,659.0,Employed
44.0,80855.99,18883.31,Yes,Bachelors,Male,,Self-Employed
27.0,77518.14,11478.55,Yes,PhD,Male,761.0,Unemployed
56.0,78220.79,25746.48,Yes,PhD,Female,669.0,Self-Employed
29.0,62206.38,14786.83,Yes,Masters,Male,638.0,Employed
35.0,101389.48,11989.62,No,Bachelors,Male,691.0,Self-Employed
45.0,40756.9,,Yes,Bachelors,Female,694.0,Employed
46.0,56288.39,12399.28,No,High School,Female,720.0,Employed
44.0,58949.97,22211.97,No,PhD,Female,848.0,Self-Employed
34.0,55586.47,23619.84,Yes,Masters,Female,736.0,Self-Employed
,35068.01,18070.95,Yes,High School,Male,729.0,Employed
63.0,102881.11,15281.25,Yes,Bachelors,Male,740.0,Unemployed
38.0,82850.04,7823.38,Yes,Masters,Male,830.0,Self-Employed
36.0,57373.03,2142.6,Yes,PhD,Male,632.0,Employed
31.0,83943.51,15943.59,Yes,Bachelors,Female,782.0,Self-Employed
40.0,66789.5,13009.56,Yes,Bachelors,Male,763.0,Employed
40.0,64180.03,12263.06,Yes,Masters,Female,646.0,Employed
38.0,50798.29,16986.08,Yes,High School,Female,685.0,Employed
42.0,70344.82,8311.24,Yes,Masters,Male,674.0,Employed
56.0,57353.86,22307.6,Yes,Bachelors,Male,648.0,Employed
32.0,50556.3,24312.87,Yes,Bachelors,Male,694.0,Employed
38.0,89111.88,18449.75,Yes,PhD,Male,653.0,Unemployed
32.0,53554.56,13493.18,Yes,High School,Female,747.0,Unemployed
41.0,98090.78,11977.95,Yes,Masters,Male,792.0,Employed
32.0,55706.96,13458.06,Yes,Masters,Male,681.0,Employed
33.0,39940.76,16597.58,Yes,Bachelors,Female,661.0,Employed
23.0,80501.1,20044.66,Yes,High School,Female,778.0,Employed
39.0,61064.49,17251.23,No,Masters,Female,661.0,Self-Employed
42.0,38383.63,21304.57,No,High School,Male,641.0,Employed
57.0,75094.22,17760.26,Yes,Masters,Male,687.0,Self-Employed
43.0,43881.81,20166.15,Yes,Bachelors,Female,757.0,Employed
34.0,30216.29,14851.45,Yes,Masters,Male,732.0,Self-Employed
24.0,83540.73,9254.81,Yes,PhD,Male,775.0,Employed
,99779.9,21433.67,Yes,High School,Male,668.0,Employed
25.0,62105.93,25925.52,No,High School,Female,766.0,Employed
57.0,94232.77,16476.46,Yes,PhD,Female,710.0,Self-Employed
41.0,86040.85,12272.48,Yes,Masters,Female,627.0,Employed
32.0,83344.74,17367.0,No,High School,Female,789.0,Self-Employed
28.0,66605.92,13237.73,Yes,Bachelors,Male,724.0,Self-Employed
29.0,58077.34,15158.93,Yes,Masters,Male,792.0,Employed
32.0,76882.44,15423.26,Yes,High School,Male,781.0,Self-Employed
51.0,82960.3,11213.69,Yes,Bachelors,Male,773.0,Employed
38.0,44787.47,11406.16,No,High School,Female,847.0,Employed
24.0,63514.17,14641.39,No,Masters,Female,664.0,Self-Employed
61.0,66213.32,14010.31,Yes,Bachelors,Male,825.0,Self-Employed
27.0,64356.14,17850.03,Yes,Masters,Male,708.0,Employed
32.0,56497.87,16353.15,Yes,Bachelors,Female,766.0,Employed
51.0,43347.39,18030.88,No,Masters,Male,726.0,Employed
42.0,63914.76,14294.65,Yes,Masters,Female,767.0,Employed
33.0,64445.56,10966.12,No,High School,Female,715.0,Employed
26.0,60544.78,9783.61,Yes,PhD,Male,800.0,Employed
28.0,82986.65,19947.17,Yes,High School,Male,760.0,Self-Employed
29.0,42627.59,12572.73,No,High School,Male,663.0,Employed
38.0,75607.86,11838.38,Yes,High School,Female,742.0,Employed
40.0,34125.39,21396.27,Yes,Bachelors,Female,754.0,Employed
37.0,68675.08,13032.67,Yes,Bachelors,Female,756.0,Employed
38.0,24887.97,4101.12,Yes,High School,Male,673.0,Unemployed
27.0,52202.85,16102.34,No,Bachelors,Male,707.0,Self-Employed
41.0,69561.04,12254.21,Yes,Bachelors,Male,735.0,Employed
51.0,41499.76,11386.7,Yes,Masters,Female,710.0,Employed
36.0,41629.28,14304.47,Yes,High School,Male,822.0,Employed
36.0,89637.89,4761.84,No,Bachelors,Female,714.0,Self-Employed
39.0,38088.47,5703.96,No,Bachelors,Male,674.0,Employed
49.0,67623.3,12699.21,Yes,Masters,Male,714.0,Employed
29.0,99520.82,17805.49,Yes,Masters,Female,644.0,Employed
53.0,72848.44,13684.5,No,PhD,Male,725.0,Employed
42.0,70578.87,13467.25,Yes,Bachelors,Female,674.0,Unemployed
38.0,55729.07,14991.04,No,Bachelors,Female,678.0,Employed
50.0,55797.44,19450.46,No,Masters,Female,754.0,Employed
26.0,66644.51,15195.64,Yes,PhD,Female,629.0,Employed
43.0,30068.95,14746.01,Yes,Masters,Male,704.0,Employed
42.0,90254.45,12218.33,Yes,Bachelors,Female,783.0,Self-Employed
,74151.4,13052.94,Yes,Bachelors,Female,666.0,Self-Employed
43.0,,15895.68,Yes,Masters,Female,718.0,Unemployed
41.0,90520.49,21576.3,Yes,Bachelors,Male,816.0,Employed
36.0,83584.87,16188.37,Yes,Bachelors,Female,781.0,Self-Employed
47.0,78781.78,10929.1,Yes,Bachelors,Male,699.0,Employed
32.0,114725.26,13497.04,Yes,Masters,Male,679.0,Unemployed
41.0,71926.72,20538.9,Yes,Bachelors,Female,751.0,Self-Employed
37.0,100603.22,15390.32,Yes,Bachelors,Male,703.0,Employed
32.0,,8083.85,Yes,Bachelors,Male,806.0,Employed
43.0,79048.52,17169.07,Yes,High School,Female,750.0,Employed
36.0,58933.15,11781.12,Yes,Bachelors,Male,633.0,Unemployed
23.0,32293.55,9254.76,Yes,Masters,Female,649.0,Employed
20.0,33468.31,15423.24,Yes,Bachelors,Female,665.0,Unemployed
46.0,68311.06,10793.58,No,Masters,Female,679.0,Employed
26.0,65254.87,19063.06,Yes,High School,Female,716.0,Self-Employed
41.0,46400.6,15450.23,Yes,Masters,Female,745.0,Employed
39.0,64456.67,21719.53,No,PhD,Female,658.0,Unemployed
34.0,79002.71,,Yes,High School,Female,651.0,Employed
58.0,95818.38,12513.45,Yes,PhD,Female,665.0,Unemployed
40.0,56157.16,12448.76,Yes,Bachelors,Female,697.0,Employed
,77858.33,13193.04,Yes,Masters,Female,751.0,Self-Employed
41.0,104784.58,17468.07,Yes,Bachelors,Female,666.0,Employed
36.0,85000.06,7791.6,Yes,High School,Male,744.0,Employed
38.0,54610.7,16365.91,Yes,High School,Female,,Employed
53.0,,10402.77,Yes,Bachelors,Female,676.0,Employed
49.0,73695.47,26200.5,Yes,Bachelors,Female,701.0,Employed
58.0,82749.21,17763.16,Yes,Bachelors,Male,707.0,Self-Employed
40.0,70781.25,18254.99,Yes,Masters,Female,799.0,Employed
29.0,79672.61,15364.89,Yes,High School,Male,740.0,Unemployed
34.0,90393.72,7024.5,Yes,Bachelors,Male,662.0,Employed
26.0,48963.58,15092.92,Yes,Masters,Male,802.0,Unemployed
46.0,43587.91,,Yes,High School,Male,787.0,Employed
32.0,82176.53,12146.4,Yes,High School,Female,665.0,Employed
7.0,66934.47,14615.58,Yes,Masters,Female,663.0,Employed
63.0,87262.22,18156.21,Yes,Masters,Female,688.0,Self-Employed
32.0,91753.48,15557.68,Yes,Masters,Male,656.0,Employed
32.0,32992.01,16359.48,Yes,PhD,Male,757.0,Employed
55.0,53259.3,17625.36,No,High School,Female,756.0,Employed
26.0,67497.14,21175.91,No,Bachelors,Male,733.0,Employed
49.0,49525.8,10832.49,No,Bachelors,Female,704.0,Employed
32.0,60540.71,24697.84,Yes,Bachelors,Male,734.0,Employed
25.0,44426.43,24686.26,No,High School,Male,703.0,Self-Employed
55.0,61228.11,12232.15,No,Bachelors,Male,699.0,Self-Employed
47.0,50679.37,18361.45,Yes,Bachelors,Male,712.0,Self-Employed
47.0,76892.48,24109.09,Yes,PhD,Female,729.0,Self-Employed
42.0,88048.4,22202.93,No,Bachelors,Male,742.0,Employed
44.0,78174.91,6411.97,No,High School,Female,667.0,Employed
26.0,121954.91,14232.29,Yes,Masters,Male,711.0,Employed
39.0,88777.28,12484.31,No,Masters,Male,722.0,Employed
29.0,88027.0,19280.32,Yes,High School,Male,717.0,Self-Employed
24.0,68357.95,19728.49,Yes,Bachelors,Male,626.0,Employed
42.0,63862.85,9091.64,Yes,Bachelors,Female,713.0,Employed
50.0,95462.15,11464.04,Yes,Masters,Male,699.0,Employed
,64939.4,7127.33,No,Bachelors,Male,677.0,Employed
36.0,70698.42,14557.97,No,Masters,Male,750.0,Self-Employed
,66556.32,13561.15,Yes,PhD,Female,762.0,Employed
38.0,80799.16,17323.45,Yes,Bachelors,Female,736.0,Unemployed
,87830.56,24022.99,No,Bachelors,Male,661.0,Employed
46.0,91286.55,16338.34,Yes,PhD,Male,671.0,Employed
43.0,63924.95,13504.46,No,Masters,Female,788.0,Employed
32.0,73643.2,19019.89,Yes,High School,Female,785.0,Employed
31.0,76627.32,,No,Masters,Female,751.0,Employed
46.0,99284.05,14100.98,Yes,High School,Female,674.0,Employed
46.0,34276.98,15869.62,Yes,Masters,Male,,Employed
36.0,70228.91,9045.15,Yes,Bachelors,Female,786.0,Employed
34.0,57138.63,13457.92,Yes,High School,Female,831.0,Unemployed
50.0,59349.43,11007.31,No,Bachelors,Male,667.0,Employed
34.0,52990.21,19034.8,Yes,PhD,Female,827.0,Employed
45.0,80782.43,9852.06,Yes,Bachelors,Male,625.0,Employed
37.0,20985.26,10302.04,No,Masters,Female,793.0,Employed
28.0,67230.89,11448.72,No,Masters,Male,,Unemployed
54.0,33569.13,11085.89,Yes,High School,Female,753.0,Employed
39.0,56149.87,23368.15,Yes,Bachelors,Male,664.0,Unemployed
31.0,65725.13,20422.96,No,High School,Female,774.0,Employed
24.0,61887.17,17449.32,Yes,High School,Female,676.0,Employed
25.0,83622.96,12967.27,Yes,Bachelors,Female,675.0,Employed
34.0,94993.3,14681.18,No,Bachelors,Male,783.0,Employed
57.0,109163.19,22897.08,Yes,Masters,Female,652.0,Unemployed
32.0,,,Yes,Bachelors,Female,681.0,Employed
52.0,93221.69,9628.89,No,Bachelors,Female,791.0,Employed
37.0,99278.94,19083.39,No,Bachelors,Male,739.0,Employed
26.0,60474.7,13822.96,Yes,High School,Male,754.0,Employed
33.0,94661.87,14132.72,Yes,Bachelors,Female,695.0,Self-Employed
25.0,26486.28,13875.5,Yes,High School,Male,653.0,Employed
29.0,75954.11,14226.19,Yes,Masters,Female,713.0,Employed
29.0,102109.23,17484.91,No,Masters,Female,693.0,Employed
19.0,71986.33,13476.02,Yes,PhD,Male,693.0,Employed
53.0,66192.21,16541.9,Yes,High School,Male,710.0,Employed
40.0,66091.48,20219.56,Yes,Bachelors,Female,737.0,Employed
31.0,99369.28,22389.35,Yes,Bachelors,Female,684.0,Employed
40.0,38166.42,10487.01,Yes,Bachelors,Female,743.0,Employed
30.0,62179.94,20103.83,Yes,Masters,Male,780.0,Employed
11.0,1400598.056378007,20665.92,Yes,High School,Female,745.0,Employed
68.0,76357.82,21306.45,Yes,Bachelors,Male,787.0,Employed
40.0,93737.4,15246.11,Yes,PhD,Male,770.0,Self-Employed
32.0,83645.24,13804.06,No,Bachelors,Male,768.0,Employed
19.0,60562.46,7276.1,Yes,Masters,Male,691.0,Employed
23.0,81629.29,15496.49,Yes,Masters,Female,768.0,Employed
55.0,43608.3,23911.03,Yes,PhD,Male,720.0,Employed
53.0,29656.2,16571.55,Yes,Masters,Female,794.0,Unemployed
46.0,57769.82,13921.31,Yes,Bachelors,Female,803.0,Self-Employed
27.0,71597.9,17901.05,No,Masters,Female,765.0,Employed
53.0,53767.43,9067.54,Yes,Masters,Female,732.0,Employed
42.0,73487.61,13635.31,Yes,High School,Female,738.0,Employed
45.0,71170.55,19074.64,Yes,Bachelors,Female,732.0,Self-Employed
42.0,32797.8,17794.63,Yes,Masters,Female,680.0,Unemployed
23.0,59206.42,12498.78,Yes,High School,Female,672.0,Self-Employed
26.0,88820.76,23918.4,Yes,Masters,Female,752.0,Employed
33.0,79730.29,7701.75,Yes,Bachelors,Male,686.0,Self-Employed
44.0,56070.92,16566.36,Yes,Masters,Male,733.0,Employed
24.0,82378.05,19233.81,Yes,Masters,Female,702.0,Self-Employed
36.0,105103.48,21176.82,Yes,High School,Male,672.0,Employed
36.0,61510.86,15609.7,Yes,Bachelors,Female,686.0,Employed
46.0,84828.71,18828.99,Yes,Bachelors,Male,832.0,Employed
45.0,81672.07,15021.33,No,Masters,Male,686.0,Self-Employed
28.0,60452.31,23342.38,Yes,Bachelors,Male,,Self-Employed
52.0,47344.04,16614.49,Yes,Masters,Male,675.0,Employed
26.0,103013.33,20799.85,No,PhD,Female,731.0,Employed
49.0,91772.49,9221.94,Yes,Bachelors,Female,707.0,Employed
32.0,64439.15,14430.64,Yes,PhD,Female,635.0,Employed
,94270.83,17697.36,Yes,Masters,Female,796.0,Employed
40.0,81097.17,17653.04,Yes,Masters,Female,605.0,Employed
40.0,94124.26,12158.42,Yes,Masters,Female,672.0,Employed
45.0,34149.84,5695.98,No,PhD,Female,704.0,Employed
42.0,61834.17,6199.25,Yes,Bachelors,Male,758.0,Unemployed
46.0,101468.77,,No,PhD,Female,688.0,Employed
43.0,123039.59,28937.08,Yes,Masters,Female,686.0,Employed
25.0,62204.52,-178.29,No,Masters,Female,728.0,Self-Employed
41.0,61856.33,14162.11,Yes,Bachelors,Male,696.0,Employed
32.0,83661.24,13530.19,Yes,Masters,Female,653.0,Employed
27.0,76885.21,15210.8,No,High School,Female,779.0,Employed
35.0,80665.63,,Yes,High School,Male,750.0,Unemployed
40.0,26754.31,10098.02,No,Bachelors,Female,764.0,Employed
40.0,65225.18,20094.54,Yes,Masters,Male,729.0,Employed
49.0,86106.98,6842.45,No,Bachelors,Female,715.0,Self-Employed
51.0,22912.46,24349.54,No,High School,Female,790.0,Employed
41.0,37651.9,17258.94,Yes,PhD,Female,683.0,Self-Employed
43.0,34521.95,10442.55,Yes,Masters,Female,745.0,Employed
39.0,,11547.48,Yes,Bachelors,Female,729.0,Employed
46.0,51407.73,20720.09,Yes,Masters,Female,725.0,Employed
43.0,45980.79,8288.39,Yes,High School,Female,645.0,Employed
37.0,71099.63,15247.77,No,Bachelors,Female,,Employed
60.0,45188.56,14844.54,No,Masters,Male,812.0,Self-Employed
33.0,79031.94,14711.13,Yes,Masters,Male,751.0,Employed
,118278.54,17726.14,Yes,Masters,Male,662.0,Self-Employed
24.0,62626.03,18223.33,Yes,High School,Male,635.0,Employed
46.0,31139.46,17065.61,No,Masters,Female,663.0,Unemployed
52.0,60942.09,20604.3,Yes,Masters,Female,675.0,Employed
19.0,79799.23,16287.98,Yes,Masters,Female,753.0,Employed
39.0,77800.42,12491.99,Yes,Masters,Female,626.0,Employed
45.0,86768.76,9343.6,Yes,High School,Female,802.0,Employed
41.0,58124.11,15309.18,Yes,Masters,Male,741.0,Employed
42.0,64399.32,16949.72,No,Bachelors,Male,780.0,Employed
39.0,20961.09,6163.29,No,Masters,Female,724.0,Employed
27.0,82281.03,17217.12,Yes,Masters,Female,711.0,Employed
62.0,43796.61,10641.33,No,High School,Female,692.0,Employed
33.0,74001.18,10494.82,No,Bachelors,Male,696.0,Employed
42.0,52575.21,15752.71,Yes,High School,Male,734.0,Employed
32.0,68262.66,4503.84,Yes,Masters,Female,734.0,Self-Employed
15.0,89168.55,22235.23,Yes,PhD,Female,659.0,Employed
29.0,61256.31,19558.24,Yes,Masters,Male,596.0,Self-Employed
24.0,55206.83,9053.25,Yes,PhD,Male,,Employed
49.0,70051.6,14057.24,Yes,High School,Male,791.0,Employed
32.0,57150.29,15763.41,Yes,Masters,Female,702.0,Employed
33.0,51163.68,11256.16,Yes,High School,Male,571.0,Employed
27.0,107331.79,12514.22,Yes,PhD,Female,744.0,Employed
39.0,32903.1,14386.71,No,Masters,Female,707.0,Employed
31.0,83077.16,14943.31,No,PhD,Female,675.0,Unemployed
48.0,67288.0,14336.36,Yes,High School,Male,615.0,Self-Employed
,53483.31,15282.06,Yes,Masters,Male,739.0,Unemployed
32.0,76948.02,16873.71,No,High School,Male,,Employed
47.0,70688.1,13320.96,No,Bachelors,Female,707.0,Employed
38.0,96410.6,17166.45,Yes,High School,Female,667.0,Employed
38.0,47309.96,20847.31,Yes,Bachelors,Male,605.0,Employed
23.0,59677.21,17260.59,Yes,High School,Male,,Employed
37.0,,23706.18,Yes,High School,Male,717.0,Employed
41.0,65900.76,7987.27,Yes,Bachelors,Male,752.0,Employed
51.0,80935.06,12085.28,No,High School,Male,711.0,Employed
30.0,94296.06,16818.95,Yes,Bachelors,Male,714.0,Employed
61.0,81243.84,16212.78,No,High School,Female,710.0,Employed
44.0,57777.36,13069.34,Yes,Bachelors,Female,742.0,Employed
23.0,62980.17,18063.7,No,Masters,Male,759.0,Unemployed
30.0,94465.69,16041.21,No,Bachelors,Male,747.0,Employed
52.0,73104.24,20880.67,No,Bachelors,Female,770.0,Unemployed
50.0,65925.51,9700.41,No,Bachelors,Male,737.0,Employed
38.0,77672.2,15278.18,No,Bachelors,Female,717.0,Employed
39.0,44315.44,12775.93,Yes,Masters,Female,721.0,Employed
26.0,65264.94,19286.47,Yes,Bachelors,Female,710.0,Employed
51.0,68429.29,17730.72,Yes,Bachelors,Male,762.0,Employed
28.0,68102.34,12592.56,Yes,Masters,Male,627.0,Employed
46.0,,20003.62,Yes,High School,Female,741.0,Employed
52.0,63823.99,14890.57,Yes,Bachelors,Female,711.0,Employed
38.0,67720.64,8784.07,Yes,Bachelors,Female,719.0,Employed
48.0,99205.56,13730.45,Yes,Bachelors,Male,736.0,Self-Employed
56.0,25938.09,26591.34,No,High School,Male,735.0,Self-Employed
41.0,83979.46,14050.94,Yes,Bachelors,Male,757.0,Employed
36.0,68264.69,16183.79,No,Bachelors,Male,717.0,Employed
37.0,68763.97,16439.83,Yes,Bachelors,Female,709.0,Unemployed
31.0,,14784.26,Yes,High School,Male,702.0,Employed
30.0,80036.16,22661.16,Yes,Bachelors,Female,700.0,Employed
42.0,89004.14,18665.6,Yes,Masters,Female,674.0,Employed
36.0,32076.06,18263.66,No,High School,Male,799.0,Employed
41.0,111878.79,13654.78,Yes,High School,Male,699.0,Self-Employed
23.0,72882.43,18476.45,Yes,Masters,Female,617.0,Employed
37.0,72193.72,13459.71,Yes,Bachelors,Female,709.0,Employed
48.0,42115.68,17136.62,No,Bachelors,Male,660.0,Self-Employed
27.0,58579.94,25323.0,No,High School,Male,716.0,Employed
38.0,97181.34,22808.15,No,Masters,Female,693.0,Employed
19.0,71373.53,14416.72,Yes,High School,Female,699.0,Self-Employed
25.0,78315.16,16118.19,Yes,Bachelors,Male,750.0,Employed
46.0,60776.17,9509.72,Yes,Bachelors,Male,735.0,Unemployed
35.0,109415.35,13786.54,No,High School,Female,777.0,Employed
56.0,66934.78,3880.41,No,Masters,Female,807.0,Employed
42.0,92610.22,19568.38,No,High School,Female,730.0,Employed
43.0,66974.59,11257.83,Yes,Bachelors,Female,713.0,Self-Employed
27.0,76950.73,14518.91,No,High School,Female,739.0,Self-Employed
34.0,77043.99,12733.23,No,Bachelors,Female,676.0,Employed
31.0,88491.36,20150.59,Yes,Masters,Male,679.0,Self-Employed
27.0,84775.42,,Yes,Masters,Male,690.0,Employed
45.0,60518.62,,Yes,High School,Male,709.0,Employed
47.0,93180.77,8614.77,Yes,Bachelors,Female,688.0,Self-Employed
42.0,50197.23,18271.57,No,Masters,Male,773.0,Self-Employed
30.0,46329.09,10641.68,No,Masters,Male,749.0,Unemployed
41.0,64171.64,15743.37,No,High School,Female,694.0,Self-Employed
19.0,77868.02,19816.76,Yes,Masters,Female,602.0,Employed
51.0,49554.84,13695.21,No,Bachelors,Female,713.0,Employed
25.0,68443.4,16103.2,Yes,PhD,Female,763.0,Self-Employed
27.0,42304.71,11905.68,Yes,Masters,Male,740.0,Employed
39.0,64608.77,20458.54,Yes,Bachelors,Male,712.0,Unemployed
40.0,89436.74,13915.65,Yes,Bachelors,Female,700.0,Employed
37.0,53128.12,12328.81,Yes,Masters,Male,710.0,Employed
27.0,45566.68,16701.26,Yes,Bachelors,Female,655.0,Employed
49.0,77572.5,19601.44,No,High School,Female,707.0,Employed
21.0,54248.17,8025.32,Yes,High School,Female,622.0,Employed
23.0,118457.05,17289.28,Yes,PhD,Male,,Unemployed
37.0,73839.74,12508.41,Yes,High School,Male,734.0,Employed
,90492.54,18335.57,Yes,Bachelors,Female,715.0,Employed
50.0,43706.51,12409.5,Yes,Masters,Male,656.0,Employed
26.0,79147.37,10683.29,No,Masters,Male,763.0,Unemployed
54.0,49878.11,11449.98,Yes,Masters,Female,710.0,Employed
48.0,66417.84,15827.51,Yes,Bachelors,Male,,Employed
50.0,54954.59,17677.92,Yes,PhD,Female,767.0,Unemployed
57.0,90794.1,11876.42,No,PhD,Female,678.0,Self-Employed
39.0,76423.03,15275.38,Yes,Bachelors,Female,649.0,Employed
28.0,72348.2,11774.79,Yes,Bachelors,Female,692.0,Self-Employed
37.0,97221.24,13128.42,No,High School,Male,681.0,Unemployed
32.0,70317.31,12532.46,Yes,Bachelors,Female,722.0,Employed
31.0,90607.74,11461.77,Yes,Bachelors,Female,736.0,Employed
40.0,106011.93,8901.09,No,Bachelors,Male,691.0,Employed
35.0,72802.98,14630.46,Yes,Masters,Male,761.0,Employed
30.0,75190.7,,Yes,High School,Male,805.0,Employed
36.0,89090.93,15425.45,Yes,Bachelors,Female,643.0,Employed
43.0,98735.11,13510.26,Yes,Bachelors,Female,673.0,Employed
48.0,72564.09,19028.86,No,Bachelors,Male,706.0,Employed
22.0,57251.32,12539.12,Yes,Masters,Male,680.0,Employed
35.0,87331.36,15964.53,Yes,Masters,Female,740.0,Unemployed
37.0,81433.48,7221.74,No,High School,Male,669.0,Employed
26.0,87139.08,14979.28,No,High School,Female,686.0,Employed
37.0,83974.83,13335.14,Yes,Bachelors,Female,790.0,Employed
39.0,74135.33,5688.06,Yes,PhD,Male,785.0,Employed
43.0,,12760.49,Yes,Bachelors,Female,780.0,Self-Employed
39.0,84044.9,3254.02,Yes,Masters,Male,679.0,Employed
29.0,41009.45,12048.56,Yes,Masters,Female,754.0,Self-Employed
58.0,96593.61,17468.53,Yes,Bachelors,Male,772.0,Employed
46.0,78999.58,,Yes,High School,Male,667.0,Employed
44.0,53077.29,11447.32,Yes,PhD,Female,619.0,Self-Employed
48.0,73702.28,7399.53,No,Bachelors,Male,751.0,Employed
40.0,96371.8,16442.64,Yes,Masters,Male,624.0,Employed
51.0,75805.54,12786.38,No,Bachelors,Male,685.0,Unemployed
39.0,55358.87,14796.88,No,Masters,Female,635.0,Employed
38.0,44510.15,20745.54,Yes,PhD,Male,721.0,Employed
,119297.86,10000.01,Yes,PhD,Female,817.0,Self-Employed
54.0,35221.68,21321.92,Yes,Masters,Male,757.0,Self-Employed
53.0,76738.27,13724.16,Yes,Masters,Male,795.0,Employed
44.0,58269.42,20256.36,No,PhD,Female,746.0,Unemployed
43.0,90848.8,14437.42,Yes,Masters,Female,639.0,Employed
45.0,45673.85,6827.12,Yes,Bachelors,Female,715.0,Employed
48.0,102167.41,8792.5,Yes,Masters,Female,735.0,Employed
51.0,67498.76,13695.69,Yes,Bachelors,Male,746.0,Self-Employed
36.0,65597.13,6683.91,Yes,Bachelors,Female,769.0,Employed
51.0,63734.71,17649.35,Yes,PhD,Female,680.0,Employed
41.0,58148.13,19099.63,No,Bachelors,Male,729.0,Unemployed
45.0,62625.98,7584.31,Yes,High School,Male,707.0,Employed
52.0,84367.08,13575.69,Yes,Masters,Male,762.0,Employed
45.0,35565.41,14534.71,Yes,Masters,Male,718.0,Employed
47.0,55020.35,,No,Masters,Female,723.0,Employed
34.0,99902.79,17050.16,No,Masters,Female,725.0,Unemployed
53.0,68191.38,12931.19,Yes,Masters,Female,738.0,Self-Employed
45.0,58551.36,7927.69,Yes,High School,Male,721.0,Employed
39.0,44504.29,15007.42,Yes,High School,Male,783.0,Self-Employed
49.0,46595.35,14352.91,Yes,Bachelors,Female,637.0,Employed
64.0,89644.08,10898.97,Yes,Bachelors,Female,765.0,Employed
26.0,53547.66,25588.88,Yes,Bachelors,Female,741.0,Self-Employed
30.0,86090.68,15864.65,Yes,Bachelors,Male,733.0,Employed
65.0,50389.71,11750.47,Yes,Bachelors,Female,708.0,Employed
42.0,67485.08,12200.42,Yes,Bachelors,Male,,Unemployed
40.0,68618.24,19161.79,No,Masters,Female,720.0,Unemployed
37.0,54926.89,20945.07,No,Bachelors,Female,783.0,Employed
,71539.14,18085.07,Yes,Masters,Male,816.0,Employed
64.0,27682.0,,Yes,Masters,Female,685.0,Self-Employed
31.0,68229.75,8808.39,No,Masters,Male,713.0,Employed
37.0,78903.31,14772.75,Yes,Masters,Male,642.0,Employed
34.0,53301.15,9245.63,No,PhD,Female,666.0,Employed
45.0,74260.03,19018.27,Yes,Bachelors,Male,750.0,Self-Employed
50.0,73069.55,19486.32,Yes,Bachelors,Male,714.0,Employed
,73872.98,10050.64,Yes,High School,Male,692.0,Self-Employed
46.0,43103.65,12002.75,No,Bachelors,Male,842.0,Self-Employed
63.0,71903.42,10181.9,Yes,High School,Female,707.0,Employed
,35554.42,16127.47,Yes,High School,Male,655.0,Unemployed
30.0,57411.17,14495.95,Yes,High School,Female,674.0,Employed
53.0,69922.8,15191.34,No,High School,Female,729.0,Employed
39.0,74166.87,13366.42,No,Masters,Female,737.0,Employed
24.0,,24164.02,No,Bachelors,Female,684.0,Employed
35.0,,19799.03,Yes,PhD,Female,680.0,Employed
41.0,85890.94,14281.42,Yes,Masters,Male,684.0,Employed
32.0,50406.22,7349.46,Yes,Bachelors,Female,797.0,Employed
28.0,26927.27,6525.53,No,Bachelors,Male,789.0,Employed
36.0,80591.35,6909.77,No,Masters,Female,719.0,Employed
27.0,51155.85,17190.78,Yes,High School,Female,737.0,Employed
44.0,57218.11,14179.82,Yes,Masters,Female,727.0,Self-Employed
19.0,72612.04,21159.42,No,Bachelors,Female,693.0,Employed
39.0,71545.17,18584.07,No,PhD,Female,757.0,Unemployed
43.0,90430.8,3851.67,Yes,Bachelors,Male,637.0,Employed
37.0,65163.13,10893.39,No,Masters,Male,739.0,Employed
49.0,71366.11,6608.24,Yes,High School,Female,775.0,Employed
24.0,36141.83,12989.75,Yes,Masters,Male,678.0,Self-Employed
31.0,82564.29,16552.12,Yes,Bachelors,Male,698.0,Employed
35.0,56172.32,15376.52,Yes,PhD,Female,601.0,Employed
45.0,134621.34,14911.85,Yes,High School,Female,676.0,Unemployed
40.0,65727.9,9132.72,Yes,Bachelors,Male,807.0,Employed
59.0,78487.9,26552.51,No,Masters,Male,624.0,Employed
30.0,82754.15,,Yes,Masters,Female,679.0,Employed
24.0,68226.53,22859.9,Yes,Masters,Male,792.0,Self-Employed
56.0,78735.2,19085.38,No,Bachelors,Male,708.0,Employed
24.0,115108.96,18047.52,No,Bachelors,Male,,Unemployed
45.0,54924.94,18052.9,Yes,High School,Female,727.0,Unemployed
,25134.63,12224.17,No,PhD,Female,,Unemployed
17.0,43942.1,12049.43,Yes,PhD,Female,687.0,Employed
34.0,89945.23,,Yes,High School,Male,730.0,Employed
47.0,60418.85,14186.22,Yes,Masters,Male,697.0,Self-Employed
26.0,116638.23,2739.18,Yes,High School,Male,734.0,Unemployed
44.0,84542.27,14921.53,Yes,Bachelors,Male,814.0,Self-Employed
46.0,56939.49,17854.84,Yes,Masters,Male,760.0,Employed
25.0,54429.66,8487.6,Yes,Bachelors,Female,,Employed
36.0,61074.65,9652.57,No,High School,Male,706.0,Self-Employed
54.0,28710.39,15325.29,No,PhD,Male,643.0,Self-Employed
45.0,75554.89,17055.57,No,High School,Male,781.0,Employed
35.0,83870.46,14164.35,Yes,Masters,Male,703.0,Self-Employed
42.0,50653.41,16727.75,Yes,Bachelors,Female,672.0,Unemployed
31.0,38968.46,15664.89,Yes,Bachelors,Female,646.0,Employed
49.0,51788.89,13076.78,No,Masters,Male,725.0,Employed
49.0,89944.55,14822.7,Yes,Bachelors,Female,726.0,Employed
39.0,86064.42,14843.88,No,PhD,Male,687.0,Unemployed
40.0,74306.74,15112.52,No,Bachelors,Male,761.0,Employed
28.0,102837.4,14254.6,Yes,Bachelors,Male,734.0,Self-Employed
24.0,36218.24,16704.6,Yes,PhD,Male,669.0,Employed
34.0,65832.43,19739.33,No,Bachelors,Female,639.0,Employed
37.0,81204.32,17173.9,Yes,Bachelors,Male,711.0,Employed
49.0,85795.38,3456.1,Yes,High School,Female,694.0,Employed
47.0,86075.1,8066.65,Yes,Bachelors,Male,740.0,Unemployed
40.0,84478.35,17960.45,Yes,Bachelors,Female,762.0,Self-Employed
50.0,96389.85,10926.37,No,Masters,Female,779.0,Employed
29.0,85223.37,20870.06,Yes,Bachelors,Male,668.0,Employed
49.0,46911.71,7609.78,Yes,Bachelors,Male,697.0,Unemployed
30.0,60903.26,19125.57,Yes,Bachelors,Male,688.0,Employed
50.0,36094.99,10627.39,No,Masters,Male,661.0,Employed
38.0,89926.29,20613.4,Yes,Masters,Male,764.0,Unemployed
18.0,93891.67,11306.59,Yes,Bachelors,Female,715.0,Employed
45.0,45592.59,10165.02,No,Bachelors,Female,763.0,Self-Employed
46.0,62400.6,15402.92,Yes,Masters,Male,713.0,Employed
33.0,34891.5,7663.39,Yes,Bachelors,Male,755.0,Employed
34.0,,10259.96,Yes,High School,Female,691.0,Unemployed
36.0,53460.08,19341.42,Yes,High School,Female,662.0,Employed
,46645.81,22259.11,No,Bachelors,Male,746.0,Employed
14.0,69504.68,13864.76,Yes,Bachelors,Female,659.0,Employed
51.0,107636.97,12522.76,Yes,High School,Male,681.0,Employed
30.0,85902.32,7382.76,No,High School,Female,732.0,Self-Employed
57.0,64965.3,18172.53,Yes,PhD,Female,698.0,Employed
52.0,69028.56,12790.25,Yes,Masters,Female,761.0,Employed
54.0,107566.48,,No,Masters,Female,687.0,Unemployed
31.0,95172.78,16388.83,Yes,Bachelors,Female,646.0,Employed
22.0,63786.73,8405.32,Yes,Masters,Female,708.0,Employed
,80023.54,15761.46,Yes,Bachelors,Female,591.0,Self-Employed
34.0,50028.17,13039.88,Yes,PhD,Male,704.0,Employed
14.0,70495.17,15959.78,No,Bachelors,Female,657.0,Employed
33.0,85284.27,7735.54,Yes,Masters,Male,756.0,Employed
36.0,90407.02,15991.1,No,Bachelors,Male,729.0,Employed
25.0,57197.32,6115.5,No,Masters,Male,748.0,Employed
28.0,90035.13,16356.16,Yes,Masters,Male,762.0,Employed
36.0,72968.81,14553.02,Yes,Masters,Female,755.0,Unemployed
42.0,64229.41,5632.12,Yes,Bachelors,Female,752.0,Employed
29.0,108185.61,14932.99,Yes,PhD,Male,759.0,Employed
41.0,62793.24,18491.92,No,Masters,Female,767.0,Employed
39.0,47840.71,,Yes,High School,Male,657.0,Employed
38.0,56551.33,8494.71,Yes,Masters,Male,757.0,Employed
31.0,84513.24,12854.08,Yes,Masters,Female,730.0,Unemployed
25.0,,3665.66,No,Bachelors,Male,740.0,Employed
55.0,86587.27,16580.9,Yes,Masters,Female,801.0,Unemployed
44.0,52930.33,18759.68,No,PhD,Female,742.0,Employed
48.0,68498.54,12653.62,Yes,Bachelors,Male,709.0,Self-Employed
37.0,114202.94,,Yes,High School,Female,633.0,Employed
36.0,52350.0,20564.61,No,High School,Male,706.0,Employed
43.0,,22690.8,No,Bachelors,Female,746.0,Employed
20.0,97349.78,18653.58,Yes,Bachelors,Female,674.0,Employed
27.0,41993.69,9928.62,Yes,Bachelors,Female,778.0,Employed
30.0,53751.85,21183.39,No,Masters,Male,805.0,Self-Employed
33.0,84574.66,18084.54,No,Bachelors,Male,,Self-Employed
29.0,83773.62,16188.65,Yes,Bachelors,Male,710.0,Employed
41.0,22520.63,16551.09,No,High School,Male,704.0,Employed
39.0,63138.17,20337.84,Yes,Bachelors,Female,809.0,Unemployed
52.0,87043.86,5698.7,Yes,Bachelors,Male,780.0,Employed
63.0,110570.31,14241.29,Yes,Masters,Female,645.0,Employed
25.0,45223.26,9307.1,No,Masters,Male,718.0,Employed
39.0,91362.77,17052.86,Yes,Masters,Female,810.0,Employed
39.0,56760.15,10916.5,No,Masters,Male,763.0,Employed
38.0,90832.5,30431.41,No,Bachelors,Female,672.0,Employed
27.0,49193.14,18760.71,Yes,Bachelors,Male,708.0,Employed
29.0,65399.3,9176.68,Yes,Bachelors,Female,705.0,Employed
40.0,77748.13,19792.26,No,Bachelors,Female,666.0,Employed
29.0,89084.88,12953.97,No,Masters,Male,830.0,Employed
40.0,81406.17,15460.19,Yes,Masters,Female,781.0,Employed
36.0,,14290.51,Yes,Bachelors,Female,742.0,Employed
39.0,59954.71,,Yes,Bachelors,Male,739.0,Employed
28.0,105579.63,11978.72,Yes,Masters,Female,787.0,Self-Employed
,75543.95,9363.2,Yes,Masters,Female,700.0,Employed
29.0,60490.51,2932.71,No,Masters,Female,762.0,Employed
40.0,80761.08,12347.63,Yes,PhD,Female,829.0,Employed
,82456.61,13693.58,Yes,High School,Female,739.0,Self-Employed
41.0,42931.62,7651.63,Yes,Bachelors,Male,760.0,Self-Employed
41.0,79725.49,20392.95,Yes,Masters,Female,715.0,Employed
46.0,39871.75,16860.19,Yes,Bachelors,Male,696.0,Employed
24.0,57102.94,15512.63,No,Bachelors,Female,669.0,Employed
55.0,50274.35,17572.49,No,Masters,Female,729.0,Unemployed
27.0,67416.5,17731.76,Yes,Bachelors,Female,648.0,Employed
47.0,61258.0,16336.47,No,Masters,Female,684.0,Employed
45.0,65996.87,22724.33,Yes,Bachelors,Male,695.0,Employed
29.0,32103.56,4524.53,Yes,Bachelors,Male,750.0,Employed
48.0,68477.56,17661.18,Yes,Masters,Female,682.0,Unemployed
43.0,47974.25,13130.11,No,PhD,Female,720.0,Employed
57.0,115670.26,22000.38,No,Masters,Female,653.0,Unemployed
40.0,62007.2,16841.54,Yes,PhD,Male,725.0,Unemployed
37.0,64843.77,14431.6,Yes,Bachelors,Female,768.0,Self-Employed
33.0,83900.94,22209.06,Yes,Bachelors,Female,704.0,Unemployed
21.0,96449.87,14085.27,Yes,Masters,Male,654.0,Unemployed
35.0,46447.65,17094.47,Yes,Bachelors,Female,732.0,Employed
35.0,81460.93,11851.77,Yes,High School,Male,814.0,Employed
41.0,89325.4,15658.43,Yes,Masters,Female,705.0,Employed
24.0,73693.21,25326.67,Yes,Bachelors,Male,730.0,Employed
36.0,73292.51,19301.77,Yes,Bachelors,Male,672.0,Employed
44.0,59761.16,17131.22,No,Masters,Male,697.0,Employed
45.0,63556.42,8131.46,No,Bachelors,Male,692.0,Employed
19.0,67844.55,26788.71,Yes,Masters,Female,747.0,Unemployed
45.0,61481.62,8895.51,No,PhD,Female,683.0,Employed
36.0,87761.51,15355.77,No,Bachelors,Male,700.0,Self-Employed
36.0,52563.05,17307.66,No,Bachelors,Male,732.0,Unemployed
14.0,87109.52,,Yes,Masters,Female,619.0,Employed
53.0,96555.99,11469.43,Yes,Bachelors,Female,757.0,Unemployed
40.0,77396.57,18352.54,No,Bachelors,Female,655.0,Employed
23.0,34210.26,8862.79,Yes,Masters,Female,660.0,Employed
42.0,82243.94,23289.9,Yes,High School,Male,662.0,Self-Employed
41.0,57125.68,8579.22,Yes,Bachelors,Female,791.0,Employed
50.0,59446.82,12406.29,No,Bachelors,Male,786.0,Employed
35.0,77239.21,17855.66,Yes,Masters,Female,681.0,Employed
38.0,,14146.83,Yes,Bachelors,Male,802.0,Employed
32.0,36772.48,22579.58,Yes,Bachelors,Male,800.0,Self-Employed
44.0,71151.45,21293.07,Yes,Bachelors,Male,726.0,Employed
30.0,109834.93,17468.37,Yes,High School,Male,825.0,Employed
29.0,48020.38,11405.42,Yes,PhD,Male,785.0,Employed
37.0,,14372.61,No,Masters,Female,714.0,Self-Employed
26.0,57680.16,7696.98,Yes,Bachelors,Female,749.0,Self-Employed
54.0,84066.5,10791.45,Yes,Masters,Female,687.0,Self-Employed
57.0,44990.45,13783.4,Yes,Bachelors,Female,,Employed
33.0,38590.35,19396.15,Yes,Masters,Male,713.0,Employed
24.0,86640.73,17123.82,Yes,Masters,Female,676.0,Self-Employed
41.0,74773.17,13651.24,No,Bachelors,Male,730.0,Self-Employed
33.0,,11206.26,Yes,Masters,Male,622.0,Employed
50.0,68630.55,18822.07,Yes,High School,Male,728.0,Employed
30.0,44363.34,12111.66,No,High School,Female,701.0,Employed
43.0,88445.68,18402.41,No,Bachelors,Female,757.0,Self-Employed
39.0,75565.74,17587.88,Yes,Bachelors,Male,698.0,Unemployed
31.0,55706.77,20335.36,Yes,High School,Male,734.0,Employed
40.0,58396.92,10721.61,Yes,Bachelors,Female,705.0,Self-Employed
47.0,60816.12,12782.25,No,PhD,Male,667.0,Self-Employed
39.0,48499.81,14989.05,No,PhD,Male,728.0,Employed
39.0,96799.7,13459.87,No,Bachelors,Female,722.0,Unemployed
29.0,93262.86,11631.8,Yes,Bachelors,Male,768.0,Unemployed
49.0,61974.74,11587.58,Yes,Bachelors,Female,793.0,Employed
,63709.83,8601.77,Yes,Bachelors,Female,832.0,Employed
34.0,47541.4,11137.79,Yes,Masters,Female,738.0,Employed
37.0,66787.64,18493.94,Yes,High School,Male,740.0,Self-Employed
52.0,79784.92,19457.31,Yes,PhD,Male,733.0,Employed
27.0,93623.86,16472.16,Yes,Bachelors,Female,678.0,Unemployed
44.0,52077.39,13771.94,Yes,Masters,Male,702.0,Self-Employed
32.0,36305.18,14467.43,Yes,High School,Male,743.0,Employed
56.0,49857.04,22051.09,Yes,Masters,Female,781.0,Self-Employed
39.0,81124.29,19273.33,Yes,Masters,Female,779.0,Employed
51.0,69129.82,1936.96,No,Masters,Female,709.0,Unemployed
30.0,89847.66,10739.5,No,Bachelors,Male,681.0,Employed
26.0,70831.77,12403.73,No,High School,Female,793.0,Employed
36.0,102314.12,22656.07,Yes,PhD,Female,690.0,Employed
41.0,38286.83,18161.89,Yes,Bachelors,Male,658.0,Self-Employed
33.0,20192.36,7804.0,Yes,High School,Female,731.0,Employed
46.0,97064.45,18474.01,Yes,Masters,Female,705.0,Self-Employed
36.0,54084.26,29362.31,No,Bachelors,Female,715.0,Employed
17.0,72751.82,19118.45,Yes,Masters,Female,709.0,Unemployed
44.0,72687.8,10653.29,Yes,Bachelors,Female,716.0,Employed
29.0,76536.35,22508.66,No,Bachelors,Male,717.0,Employed
,60525.52,16674.81,Yes,Bachelors,Male,748.0,Self-Employed
54.0,50962.67,11632.09,Yes,Bachelors,Male,726.0,Employed
56.0,49362.57,15244.08,Yes,Bachelors,Male,718.0,Employed
32.0,82073.28,13789.87,Yes,Bachelors,Female,742.0,Employed
44.0,85429.97,11496.86,No,Masters,Male,760.0,Employed
32.0,64998.2,8912.4,Yes,PhD,Male,655.0,Self-Employed
35.0,58064.01,11991.21,Yes,Masters,Male,685.0,Employed
32.0,,14748.98,Yes,Bachelors,Male,640.0,Employed
21.0,40367.55,18976.28,Yes,High School,Male,718.0,Self-Employed
39.0,108993.96,8620.4,Yes,Masters,Male,693.0,Employed
41.0,79047.52,8102.59,Yes,High School,Female,672.0,Unemployed
31.0,66810.5,15525.21,Yes,PhD,Female,720.0,Employed
49.0,86598.03,13354.29,Yes,Masters,Male,670.0,Employed
34.0,82613.27,13031.46,Yes,PhD,Female,745.0,Employed
32.0,74701.09,10404.01,No,High School,Female,716.0,Employed
43.0,32194.89,10647.74,Yes,Bachelors,Male,706.0,Employed
23.0,78219.0,9387.92,No,Masters,Male,727.0,Employed
47.0,99117.72,6041.88,Yes,Masters,Female,746.0,Employed
34.0,58895.62,,Yes,PhD,Female,716.0,Employed
48.0,89172.98,17473.09,Yes,Masters,Female,704.0,Self-Employed
51.0,86980.71,23317.66,Yes,High School,Female,710.0,Self-Employed
44.0,75881.48,17948.98,Yes,Bachelors,Female,758.0,Employed
30.0,73403.3,14823.19,No,Bachelors,Female,642.0,Employed
25.0,81196.91,17370.01,Yes,Bachelors,Male,717.0,Employed
24.0,78316.64,13132.6,Yes,Masters,Female,786.0,Unemployed
49.0,107817.21,10737.44,Yes,Bachelors,Male,762.0,Employed
37.0,89335.1,18240.55,Yes,Masters,Female,734.0,Employed
32.0,84142.25,,Yes,Masters,Male,748.0,Employed
37.0,91143.87,8616.04,Yes,High School,Male,833.0,Employed
,84155.96,14810.06,Yes,High School,Female,728.0,Unemployed
46.0,28383.66,10839.87,Yes,Bachelors,Female,698.0,Employed
42.0,67664.92,19600.66,No,High School,Female,783.0,Employed
,57608.61,12863.77,Yes,High School,Male,729.0,Employed
40.0,76559.39,23538.22,Yes,Masters,Female,630.0,Self-Employed
41.0,58865.78,,Yes,Masters,Male,731.0,Unemployed
40.0,81822.36,9544.3,No,Bachelors,Female,747.0,Unemployed
38.0,61577.64,11666.0,Yes,PhD,Female,673.0,Employed
46.0,103953.66,18359.67,Yes,High School,Female,821.0,Employed
42.0,103001.4,15278.65,Yes,PhD,Female,689.0,Employed
29.0,41065.26,13600.19,Yes,Masters,Female,694.0,Employed
43.0,76457.43,15276.9,Yes,High School,Female,768.0,Employed
40.0,60762.41,14376.6,No,Masters,Male,752.0,Self-Employed
44.0,75040.28,,Yes,Bachelors,Male,729.0,Self-Employed
37.0,81733.79,13575.35,Yes,Bachelors,Male,743.0,Unemployed
46.0,44424.97,17343.22,Yes,Masters,Male,702.0,Employed
37.0,50527.89,17319.58,Yes,High School,Female,696.0,Employed
45.0,53016.69,21217.22,No,Bachelors,Female,665.0,Employed
,58971.64,14647.19,Yes,High School,Male,817.0,Self-Employed
34.0,59554.9,15784.02,Yes,Masters,Female,652.0,Self-Employed
44.0,85935.31,16870.35,Yes,Masters,Female,718.0,Unemployed
35.0,74449.83,11755.0,No,Bachelors,Female,654.0,Employed
60.0,52576.89,14209.18,No,Bachelors,Female,712.0,Unemployed
44.0,63607.48,10457.3,No,Bachelors,Male,743.0,Employed
38.0,22606.57,18435.87,No,PhD,Female,722.0,Employed
46.0,110394.29,22833.93,Yes,Bachelors,Female,814.0,Employed
33.0,70361.38,5454.49,Yes,High School,Male,742.0,Unemployed
47.0,89852.06,19990.09,Yes,Masters,Male,721.0,Unemployed
47.0,85863.42,14779.53,No,High School,Female,,Employed
51.0,69278.64,21312.1,Yes,Bachelors,Female,695.0,Employed
34.0,22361.79,16301.47,Yes,Masters,Female,712.0,Self-Employed
26.0,58841.4,19855.34,No,Masters,Female,656.0,Employed
32.0,77072.29,14476.1,Yes,Bachelors,Male,767.0,Employed
35.0,71210.19,15239.44,Yes,Bachelors,Male,741.0,Unemployed
55.0,90807.49,19815.76,Yes,Masters,Male,760.0,Employed
60.0,69960.77,27265.13,Yes,Bachelors,Female,,Self-Employed
41.0,106841.31,12362.81,Yes,Bachelors,Male,722.0,Employed
38.0,48807.11,15577.69,Yes,Masters,Male,703.0,Self-Employed
35.0,80353.6,11377.37,No,Bachelors,Female,736.0,Employed
46.0,49421.32,13805.36,No,Masters,Female,715.0,Employed
60.0,88281.65,12433.82,Yes,Bachelors,Male,685.0,Employed
56.0,54937.96,10012.08,No,Masters,Female,705.0,Employed
49.0,34868.44,17538.89,Yes,PhD,Male,742.0,Employed
49.0,40273.68,16017.91,No,Masters,Male,679.0,Employed
46.0,60558.67,10526.07,Yes,High School,Male,633.0,Employed
38.0,101172.73,9176.53,No,Masters,Female,646.0,Employed
31.0,84827.82,19338.38,No,Bachelors,Male,742.0,Self-Employed
38.0,78937.7,12527.63,Yes,Masters,Female,714.0,Unemployed
42.0,68698.69,26215.57,Yes,Masters,Female,727.0,Employed
23.0,47473.69,14577.86,Yes,Masters,Male,712.0,Employed
36.0,51343.89,15219.07,Yes,PhD,Female,740.0,Employed
30.0,58964.97,13866.21,Yes,PhD,Male,766.0,Employed
48.0,57152.81,7948.73,Yes,PhD,Male,756.0,Unemployed
33.0,56864.61,7935.87,Yes,Bachelors,Female,649.0,Employed
41.0,50971.73,21936.3,Yes,Bachelors,Male,676.0,Employed
31.0,70121.62,21688.75,Yes,Bachelors,Female,741.0,Employed
54.0,54974.88,10078.84,Yes,PhD,Male,685.0,Employed
21.0,92632.71,17490.11,Yes,Masters,Male,772.0,Employed
43.0,92431.47,21662.8,Yes,Bachelors,Male,786.0,Employed
25.0,82020.4,8372.26,No,Masters,Female,785.0,Employed
33.0,79711.62,14943.17,Yes,Masters,Female,714.0,Self-Employed
40.0,38955.97,12374.52,Yes,Bachelors,Female,743.0,Self-Employed
41.0,115816.51,15825.41,Yes,Masters,Female,716.0,Employed
40.0,64368.14,21163.24,Yes,PhD,Male,796.0,Employed
40.0,85874.27,16990.21,Yes,Masters,Female,721.0,Employed
32.0,86659.4,17948.76,No,Bachelors,Female,804.0,Self-Employed
36.0,49175.86,3905.75,Yes,Bachelors,Female,605.0,Self-Employed
38.0,57443.04,18499.84,No,Bachelors,Male,688.0,Unemployed
40.0,77958.2,14820.53,Yes,Bachelors,Male,703.0,Self-Employed
37.0,39078.53,25795.91,No,Masters,Male,834.0,Employed
45.0,68212.5,17996.77,No,Bachelors,Female,651.0,Employed
39.0,22097.95,,No,Bachelors,Female,731.0,Employed
40.0,70202.69,24433.71,Yes,Bachelors,Female,742.0,Self-Employed
34.0,97504.03,14640.84,No,High School,Male,776.0,Employed
27.0,69951.89,16377.03,Yes,PhD,Female,689.0,Employed
40.0,40734.91,8085.06,No,Masters,Male,638.0,Self-Employed
,58942.72,11844.6,Yes,Masters,Female,771.0,Employed
42.0,82302.33,11406.31,Yes,Bachelors,Male,778.0,Self-Employed
30.0,73335.87,14087.38,No,Masters,Male,712.0,Employed
46.0,79038.65,8904.58,Yes,Masters,Female,719.0,Unemployed
,66554.79,6396.75,Yes,High School,Male,625.0,Self-Employed
45.0,54684.82,15532.8,No,Masters,Female,813.0,Employed
34.0,72508.43,7660.0,Yes,High School,Male,776.0,Self-Employed
42.0,71358.85,18639.23,Yes,Masters,Male,672.0,Self-Employed
33.0,90543.46,24852.33,No,Bachelors,Male,771.0,Self-Employed
33.0,60602.56,16136.16,Yes,Masters,Male,609.0,Employed
22.0,70974.85,16315.31,Yes,Masters,Male,707.0,Employed
43.0,,3895.69,Yes,Masters,Female,708.0,Self-Employed
42.0,115479.28,18121.98,Yes,Bachelors,Male,662.0,Employed
42.0,54940.06,14623.71,Yes,Masters,Male,715.0,Employed
41.0,62307.5,17394.48,Yes,Bachelors,Female,723.0,Employed
30.0,50851.36,9145.66,No,Masters,Female,760.0,Employed
48.0,96076.7,13661.51,No,Masters,Female,812.0,Employed
48.0,97559.1,21155.13,No,Bachelors,Female,745.0,Employed
30.0,,11189.3,No,Bachelors,Male,835.0,Self-Employed
43.0,93711.88,13379.8,Yes,Masters,Female,730.0,Employed
47.0,76562.03,19511.14,No,Bachelors,Male,680.0,Employed
33.0,84040.41,18481.29,No,Masters,Male,684.0,Self-Employed
35.0,50102.93,20283.96,Yes,Masters,Male,716.0,Employed
43.0,73227.55,,Yes,Bachelors,Female,684.0,Unemployed
23.0,107447.41,14220.07,No,Masters,Female,,Employed
27.0,99549.05,10509.76,Yes,Masters,Male,713.0,Employed
28.0,86106.0,10205.84,Yes,Masters,Female,736.0,Employed
20.0,89021.27,10233.77,Yes,Masters,Male,672.0,Employed
49.0,,14796.93,Yes,High School,Female,757.0,Employed
18.0,85715.32,22935.3,No,Bachelors,Male,689.0,Employed
41.0,56766.34,21345.84,Yes,Bachelors,Male,778.0,Employed
46.0,,17698.94,Yes,High School,Female,689.0,Employed
35.0,68513.86,10439.63,Yes,Bachelors,Female,687.0,Unemployed
31.0,79775.52,9899.39,Yes,Masters,Female,675.0,Employed
40.0,72369.88,13554.88,Yes,Bachelors,Female,654.0,Employed
38.0,55824.28,17045.06,Yes,Masters,Female,787.0,Employed
48.0,76170.01,17790.12,Yes,Masters,Male,786.0,Self-Employed
12.0,89337.49,16198.68,Yes,High School,Female,761.0,Employed
29.0,84775.11,14534.56,Yes,High School,Male,704.0,Employed
44.0,79598.61,16069.6,Yes,High School,Male,641.0,Employed
39.0,65987.13,12246.59,No,Bachelors,Female,764.0,Self-Employed
46.0,36820.66,7788.74,Yes,Masters,Female,673.0,Self-Employed
41.0,69052.1,13553.07,Yes,Masters,Female,681.0,Employed
37.0,81085.78,15915.37,No,High School,Female,721.0,Employed
35.0,26823.75,14360.79,Yes,PhD,Male,759.0,Self-Employed
61.0,68659.92,7377.09,Yes,High School,Female,754.0,Self-Employed
53.0,68103.64,13937.87,Yes,Masters,Male,762.0,Unemployed
43.0,51706.66,11934.34,Yes,PhD,Male,649.0,Employed
39.0,85208.33,21681.21,Yes,High School,Male,712.0,Employed
43.0,88883.84,17808.32,Yes,High School,Male,742.0,Self-Employed
46.0,106282.78,-60.73,No,Bachelors,Male,640.0,Employed
42.0,69436.04,15253.08,Yes,Masters,Male,717.0,Employed
,95830.24,9316.38,Yes,Bachelors,Male,720.0,Employed
56.0,53614.91,7736.26,Yes,Bachelors,Male,659.0,Self-Employed
40.0,62576.19,3551.5,No,Masters,Male,734.0,Employed
58.0,83589.62,19383.31,No,Bachelors,Female,756.0,Self-Employed
40.0,,20065.72,Yes,Bachelors,Male,704.0,Employed
36.0,66756.47,7500.7,Yes,Masters,Male,795.0,Employed
52.0,86791.12,20595.21,Yes,Bachelors,Male,761.0,Self-Employed
,69879.05,25513.42,No,High School,Male,695.0,Employed
39.0,51607.24,13967.18,Yes,High School,Male,747.0,Employed
26.0,58208.95,10483.26,No,Bachelors,Female,629.0,Employed
45.0,64532.07,,Yes,Bachelors,Male,803.0,Employed
33.0,81750.97,20843.51,No,High School,Male,745.0,Employed
34.0,63501.54,21579.97,No,Bachelors,Male,738.0,Employed
33.0,21019.46,14824.08,Yes,High School,Male,682.0,Self-Employed
42.0,85725.48,10405.35,No,Masters,Male,660.0,Self-Employed
23.0,82908.88,16214.9,No,High School,Female,766.0,Employed
36.0,48689.16,14512.42,Yes,Bachelors,Male,743.0,Employed
48.0,47333.92,15595.75,Yes,Masters,Female,737.0,Employed
26.0,97021.86,13066.36,Yes,Bachelors,Female,754.0,Self-Employed
40.0,65188.07,15958.64,Yes,PhD,Male,694.0,Self-Employed
32.0,85071.51,5680.03,No,High School,Female,713.0,Employed
34.0,56120.58,16794.39,Yes,Bachelors,Female,724.0,Self-Employed
55.0,83105.51,20682.01,Yes,Bachelors,Female,676.0,Employed
21.0,51542.94,14049.08,Yes,Masters,Female,744.0,Employed
46.0,78445.7,15628.69,No,Masters,Female,708.0,Self-Employed
33.0,77137.91,6971.57,Yes,Masters,Male,711.0,Employed
33.0,28708.12,17601.6,Yes,Masters,Female,729.0,Employed
27.0,72479.55,19635.02,Yes,Bachelors,Male,725.0,Employed
46.0,55627.71,23204.42,No,Masters,Female,722.0,Employed
36.0,91860.1,,Yes,High School,Male,627.0,Employed
35.0,74703.92,17642.59,Yes,Bachelors,Female,708.0,Employed
39.0,65054.0,6300.82,No,Bachelors,Male,720.0,Employed
36.0,100377.07,16955.79,Yes,Masters,Male,669.0,Employed
18.0,31935.66,12228.22,Yes,Bachelors,Female,686.0,Employed
33.0,108545.85,17502.7,No,Bachelors,Male,810.0,Employed
47.0,107509.01,17154.82,Yes,Bachelors,Male,749.0,Self-Employed
23.0,62206.22,15415.14,No,Bachelors,Female,714.0,Self-Employed
27.0,87767.95,12717.57,No,Masters,Male,677.0,Employed
34.0,79707.29,15809.64,Yes,PhD,Female,716.0,Self-Employed
31.0,20296.21,19692.8,Yes,Masters,Male,825.0,Employed
38.0,67769.55,16337.46,Yes,Masters,Female,703.0,Self-Employed
27.0,44699.05,18952.61,Yes,High School,Female,713.0,Self-Employed
34.0,42875.49,8056.21,Yes,Bachelors,Female,634.0,Employed
38.0,64270.59,15321.06,Yes,High School,Male,670.0,Employed
44.0,64964.29,12578.77,Yes,Masters,Female,709.0,Employed
50.0,94316.33,18887.41,Yes,Masters,Female,732.0,Employed
35.0,54950.11,17654.81,Yes,PhD,Male,828.0,Employed
57.0,62103.67,12431.6,No,Bachelors,Female,697.0,Self-Employed
36.0,97346.69,15768.13,No,High School,Female,714.0,Self-Employed
46.0,66325.97,14297.69,No,PhD,Male,738.0,Employed
57.0,,16961.08,Yes,Masters,Male,710.0,Self-Employed
39.0,87137.12,16742.63,Yes,Bachelors,Male,744.0,Employed
24.0,80612.64,15341.89,Yes,Bachelors,Male,777.0,Unemployed
39.0,71998.58,8310.62,Yes,Bachelors,Female,808.0,Employed
32.0,88481.04,22424.38,No,High School,Male,602.0,Unemployed
35.0,45046.56,20277.68,Yes,Masters,Female,657.0,Self-Employed
58.0,58362.33,15447.24,No,Bachelors,Male,703.0,Employed
26.0,109966.74,17593.78,No,PhD,Male,734.0,Employed
41.0,9310.86,18005.71,Yes,Bachelors,Female,693.0,Employed
,56543.62,11547.12,Yes,Masters,Female,703.0,Employed
35.0,46331.26,21210.57,No,PhD,Male,740.0,Employed
45.0,71420.37,4840.57,Yes,Masters,Female,628.0,Employed
41.0,82098.78,6478.6,No,Masters,Male,664.0,Employed
36.0,92139.24,11426.42,No,PhD,Female,767.0,Employed
32.0,61792.32,16678.77,Yes,PhD,Female,685.0,Unemployed
41.0,51544.28,15665.86,Yes,Masters,Female,804.0,Employed
55.0,40974.6,15363.69,Yes,PhD,Female,733.0,Employed
29.0,70958.5,14642.67,Yes,High School,Female,803.0,Unemployed
57.0,112545.97,13396.16,Yes,Bachelors,Male,786.0,Employed
50.0,58246.06,8623.13,Yes,Masters,Male,704.0,Employed
52.0,68564.39,8116.38,No,Bachelors,Male,645.0,Self-Employed
41.0,72723.84,8579.2,No,Masters,Female,,Employed
50.0,61543.06,,Yes,High School,Male,706.0,Self-Employed
28.0,98464.94,,Yes,Bachelors,Female,712.0,Self-Employed
31.0,94186.44,7819.94,Yes,Masters,Male,704.0,Self-Employed
46.0,,13630.81,Yes,High School,Male,656.0,Employed
,,20279.3,Yes,Bachelors,Female,745.0,Employed
37.0,56295.31,17201.48,No,High School,Male,,Self-Employed
13.0,,10369.25,No,Masters,Female,677.0,Unemployed
34.0,56453.23,11549.72,Yes,Bachelors,Male,707.0,Employed
26.0,75608.27,24484.55,Yes,High School,Male,774.0,Employed
43.0,63508.52,12504.82,Yes,Masters,Female,714.0,Unemployed
36.0,81381.83,9564.79,Yes,Bachelors,Male,669.0,Employed
32.0,72164.39,13558.94,No,Bachelors,Male,726.0,Self-Employed
64.0,43213.6,12153.32,Yes,High School,Female,784.0,Employed
48.0,94815.55,10717.79,Yes,PhD,Male,761.0,Employed
49.0,59773.55,15173.4,No,High School,Female,630.0,Employed
60.0,85726.04,21333.69,Yes,High School,Male,,Employed
46.0,53047.87,8398.43,No,High School,Male,782.0,Employed
30.0,52379.1,16941.08,Yes,Bachelors,Male,727.0,Employed
29.0,51419.91,19939.78,Yes,Masters,Male,642.0,Self-Employed
48.0,41363.11,17252.53,Yes,High School,Female,640.0,Employed
17.0,41842.64,20173.73,Yes,Masters,Male,675.0,Employed
37.0,77612.37,17686.91,Yes,PhD,Male,650.0,Self-Employed
16.0,51449.85,11512.93,Yes,Bachelors,Female,660.0,Self-Employed
39.0,76918.58,23979.42,Yes,Masters,Female,649.0,Employed
47.0,72035.24,17600.18,No,High School,Male,709.0,Self-Employed
41.0,87601.19,26422.36,Yes,Bachelors,Male,693.0,Employed
47.0,49630.4,5691.91,Yes,Bachelors,Female,712.0,Employed
58.0,91216.88,26951.02,No,High School,Female,748.0,Employed
37.0,51882.96,19317.76,No,Bachelors,Female,656.0,Employed
66.0,15151.6,17352.35,Yes,PhD,Male,801.0,Employed
40.0,73805.11,10389.99,Yes,Masters,Female,764.0,Unemployed
47.0,52496.37,18706.83,Yes,PhD,Male,626.0,Self-Employed
32.0,99996.36,,Yes,Masters,Male,736.0,Unemployed
54.0,76019.78,6213.38,Yes,High School,Female,692.0,Employed
48.0,68296.25,17850.6,Yes,Bachelors,Male,728.0,Employed
53.0,74031.38,11768.58,Yes,Masters,Male,739.0,Unemployed
39.0,60052.58,17888.62,Yes,Bachelors,Male,,Employed
25.0,103685.59,9849.12,No,PhD,Female,706.0,Employed
43.0,59037.58,21355.87,Yes,High School,Female,688.0,Employed
21.0,79266.08,14600.4,Yes,Masters,Male,733.0,Employed
35.0,53620.74,18748.84,Yes,PhD,Male,711.0,Employed
40.0,70033.18,19831.89,Yes,Bachelors,Male,736.0,Self-Employed
62.0,45259.62,16495.37,Yes,High School,Male,705.0,Employed
41.0,74572.09,10655.68,No,High School,Female,635.0,Self-Employed
39.0,71296.35,18165.25,Yes,PhD,Female,713.0,Employed
37.0,80976.92,14521.17,No,PhD,Male,749.0,Self-Employed
25.0,79362.62,15950.05,No,High School,Female,769.0,Employed
39.0,70582.27,13175.08,Yes,High School,Male,631.0,Employed
39.0,110789.83,6050.83,Yes,PhD,Male,719.0,Unemployed
28.0,69634.24,15292.83,No,Masters,Female,775.0,Unemployed
26.0,70783.38,12008.74,Yes,Masters,Male,692.0,Employed
33.0,68295.47,16500.28,Yes,High School,Female,781.0,Self-Employed
39.0,74052.04,14820.75,Yes,High School,Male,611.0,Employed
33.0,64278.54,12367.84,No,High School,Male,672.0,Employed
27.0,62634.68,25667.35,Yes,High School,Male,658.0,Employed
41.0,85041.23,13437.91,No,Masters,Female,722.0,Employed
43.0,69032.03,15399.84,No,PhD,Male,701.0,Unemployed
39.0,91080.09,24392.05,Yes,Masters,Female,777.0,Employed
32.0,32122.29,9957.83,Yes,Masters,Male,767.0,Employed
44.0,100456.36,19199.75,No,PhD,Female,696.0,Employed
36.0,87904.98,11263.55,Yes,Bachelors,Female,,Self-Employed
26.0,68971.24,13844.83,Yes,High School,Female,676.0,Employed
,68449.31,16981.83,Yes,Masters,Female,762.0,Employed
42.0,82813.65,20732.08,No,Masters,Male,626.0,Self-Employed
37.0,49472.82,9886.91,No,High School,Female,852.0,Self-Employed
22.0,70768.06,16279.7,Yes,Masters,Female,747.0,Self-Employed
31.0,73103.22,11285.84,Yes,Bachelors,Male,806.0,Employed
58.0,29119.96,18225.41,Yes,Bachelors,Female,758.0,Employed
23.0,76959.37,19847.88,No,Bachelors,Male,680.0,Self-Employed
35.0,42955.05,18339.45,No,Bachelors,Female,560.0,Employed
38.0,91659.32,10975.05,Yes,Bachelors,Female,683.0,Employed
41.0,96761.19,9485.63,No,Bachelors,Female,753.0,Self-Employed
23.0,,14140.29,No,Bachelors,Male,639.0,Self-Employed
40.0,,8862.95,Yes,Masters,Male,817.0,Unemployed
,63271.47,17570.47,Yes,Bachelors,Male,710.0,Self-Employed
39.0,30474.37,22066.07,No,PhD,Female,835.0,Employed
31.0,83603.94,11063.77,No,PhD,Male,690.0,Employed
,,,Yes,High School,Female,749.0,Employed
46.0,41017.29,11037.6,No,Bachelors,Female,747.0,Employed
36.0,63925.24,21281.51,Yes,Bachelors,Male,639.0,Self-Employed
43.0,47885.42,20058.88,No,PhD,Female,740.0,Employed
43.0,50765.1,14600.18,No,PhD,Male,748.0,Employed
51.0,70941.91,18825.64,Yes,Bachelors,Male,757.0,Employed
26.0,87629.41,19186.32,Yes,Bachelors,Male,783.0,Employed
47.0,80789.96,9038.9,No,Bachelors,Male,641.0,Employed
38.0,73788.87,17474.74,Yes,Bachelors,Female,747.0,Employed
34.0,92938.22,11889.17,No,Masters,Female,659.0,Self-Employed
27.0,72552.42,15620.37,Yes,High School,Male,669.0,Employed
44.0,59466.69,13279.06,No,Masters,Male,665.0,Employed
29.0,54598.6,15144.24,Yes,Bachelors,Female,731.0,Employed
43.0,81046.96,19601.99,No,Bachelors,Male,754.0,Employed
57.0,47979.14,9282.48,No,High School,Male,705.0,Employed
48.0,76976.24,6254.62,No,High School,Male,718.0,Self-Employed
52.0,61432.68,12761.93,Yes,PhD,Male,641.0,Employed
31.0,53240.4,20527.23,No,Bachelors,Male,736.0,Self-Employed
46.0,52895.01,10507.71,Yes,Bachelors,Female,695.0,Employed
27.0,89306.88,12421.42,Yes,PhD,Female,666.0,Employed
36.0,52848.74,20835.1,Yes,High School,Female,1100.0,Employed
55.0,64415.63,21922.92,Yes,Bachelors,Female,668.0,Employed
32.0,60626.72,18462.92,Yes,Bachelors,Female,707.0,Self-Employed
49.0,91183.05,17040.33,Yes,Masters,Female,748.0,Self-Employed
48.0,100766.09,20005.32,Yes,Bachelors,Female,668.0,Employed
49.0,88176.95,12923.37,Yes,Bachelors,Female,703.0,Self-Employed
25.0,62487.08,18463.07,No,High School,Female,795.0,Self-Employed
43.0,76845.19,11012.95,No,Bachelors,Female,778.0,Employed
36.0,51806.13,23091.81,Yes,Masters,Male,693.0,Employed
49.0,74208.46,20215.73,Yes,High School,Female,695.0,Employed
21.0,34858.21,18292.5,Yes,Masters,Male,812.0,Unemployed
42.0,74705.71,13289.7,No,PhD,Male,728.0,Employed
40.0,68896.36,18467.43,Yes,Bachelors,Male,703.0,Employed
18.0,78815.04,14907.46,No,PhD,Female,715.0,Employed
29.0,69753.6,12219.15,Yes,Bachelors,Female,675.0,Self-Employed
20.0,86701.13,17924.9,Yes,Bachelors,Female,649.0,Employed
31.0,54730.11,5488.38,Yes,Masters,Male,704.0,Self-Employed
43.0,85129.45,19434.02,No,Masters,Female,781.0,Unemployed
40.0,79446.33,9849.63,Yes,PhD,Female,709.0,Employed
40.0,91789.85,18664.37,Yes,Bachelors,Male,708.0,Employed
28.0,93133.9,7549.11,No,Masters,Female,750.0,Unemployed
49.0,50961.82,12931.86,Yes,Bachelors,Female,726.0,Employed
38.0,80340.65,17269.73,Yes,Bachelors,Female,644.0,Employed
38.0,46686.32,19353.47,No,High School,Female,736.0,Employed
47.0,93193.35,11545.21,Yes,Bachelors,Female,628.0,Employed
28.0,52937.51,10374.15,Yes,PhD,Male,781.0,Employed
40.0,62399.53,20109.68,Yes,Bachelors,Female,746.0,Self-Employed
42.0,74351.08,24506.29,No,High School,Male,743.0,Employed
33.0,84769.58,10450.56,No,High School,Male,825.0,Employed
45.0,77426.05,1927.09,Yes,Bachelors,Male,665.0,Self-Employed
43.0,85312.71,22603.74,Yes,High School,Female,755.0,Self-Employed
37.0,70249.61,14263.69,Yes,High School,Female,730.0,Employed
37.0,74881.97,,Yes,Bachelors,Female,748.0,Employed
43.0,34663.68,15290.93,No,PhD,Male,699.0,Employed
46.0,90521.8,24723.54,Yes,Bachelors,Female,746.0,Self-Employed
39.0,64176.58,18287.86,No,High School,Male,715.0,Self-Employed
49.0,61391.26,18902.96,Yes,Bachelors,Female,770.0,Employed
45.0,108736.16,15808.95,No,High School,Male,734.0,Employed
20.0,15823.38,17384.92,Yes,PhD,Male,768.0,Employed
24.0,71905.79,23486.71,No,Bachelors,Female,686.0,Employed
50.0,25202.65,10487.15,Yes,High School,Male,696.0,Unemployed
36.0,76790.04,18800.51,Yes,Masters,Male,664.0,Employed
40.0,56017.58,14826.73,No,Bachelors,Male,784.0,Self-Employed
49.0,11314.2,14685.05,Yes,Bachelors,Male,810.0,Self-Employed
38.0,91782.6,9278.09,Yes,PhD,Female,681.0,Employed
38.0,44204.56,17104.16,Yes,Bachelors,Female,733.0,Unemployed
29.0,88974.77,17911.07,Yes,Masters,Male,788.0,Employed
42.0,50506.68,14066.26,Yes,PhD,Male,727.0,Self-Employed
44.0,60714.39,22235.93,Yes,Bachelors,Male,727.0,Employed
32.0,24328.14,15416.66,No,PhD,Male,679.0,Employed
29.0,78492.82,4383.25,Yes,Bachelors,Female,725.0,Employed
64.0,58521.32,17749.01,No,Bachelors,Male,671.0,Employed
37.0,62668.81,9186.57,Yes,Bachelors,Female,795.0,Employed
31.0,68099.47,22142.2,Yes,Bachelors,Female,606.0,Unemployed
45.0,37039.72,24380.45,Yes,High School,Female,659.0,Employed
37.0,83822.04,20035.88,Yes,Masters,Female,731.0,Employed
,58730.0,14997.26,Yes,Masters,Male,653.0,Employed
43.0,115903.94,18004.77,Yes,Bachelors,Male,624.0,Employed
29.0,,11261.25,Yes,PhD,Female,850.0,Self-Employed
54.0,62208.55,18063.36,Yes,Bachelors,Male,750.0,Employed
43.0,42868.33,11025.36,Yes,High School,Female,708.0,Employed
35.0,37727.8,24397.95,No,Bachelors,Male,745.0,Employed
39.0,87553.74,10070.94,Yes,Bachelors,Male,741.0,Employed
47.0,91222.88,6808.34,Yes,Bachelors,Female,685.0,Self-Employed
40.0,58692.0,14176.58,Yes,Masters,Male,705.0,Self-Employed
59.0,72426.48,17961.57,No,Bachelors,Male,706.0,Employed
49.0,94837.32,26587.74,Yes,Bachelors,Male,700.0,Employed
43.0,75789.31,11382.2,Yes,Masters,Male,,Self-Employed
29.0,79696.32,15313.0,Yes,Masters,Female,760.0,Unemployed
37.0,71745.33,14995.76,No,High School,Male,710.0,Employed
43.0,56949.7,9734.9,Yes,High School,Female,767.0,Employed
30.0,77709.05,9994.4,Yes,Masters,Male,681.0,Self-Employed
51.0,107294.99,5570.54,No,Bachelors,Female,742.0,Unemployed
28.0,59591.59,22637.25,Yes,Masters,Male,621.0,Self-Employed
32.0,87349.32,11027.98,Yes,Bachelors,Female,745.0,Employed
32.0,73627.35,4571.37,Yes,Bachelors,Male,763.0,Self-Employed
45.0,58204.23,,Yes,Masters,Female,662.0,Self-Employed
30.0,87905.61,21092.9,Yes,Masters,Male,733.0,Unemployed
20.0,85579.89,17577.56,Yes,High School,Male,758.0,Employed
49.0,81607.88,17554.42,Yes,PhD,Female,706.0,Self-Employed
34.0,104972.31,23093.97,Yes,Masters,Female,764.0,Self-Employed
27.0,106710.94,20209.91,Yes,Bachelors,Female,685.0,Employed
30.0,71079.34,1915.44,Yes,Bachelors,Female,,Employed
55.0,67877.75,12613.29,Yes,PhD,Male,723.0,Employed
31.0,41452.48,17172.71,No,Bachelors,Male,726.0,Self-Employed
37.0,100664.06,15946.44,No,Masters,Female,775.0,Employed
34.0,68539.34,17778.88,No,Bachelors,Male,725.0,Employed
26.0,57823.29,28417.14,Yes,High School,Male,697.0,Employed
31.0,51331.57,10151.36,No,Bachelors,Male,808.0,Employed
25.0,51189.15,3751.86,No,PhD,Female,805.0,Employed
48.0,105174.37,2833.7,Yes,High School,Female,819.0,Employed
39.0,87965.57,19607.51,No,High School,Female,779.0,Self-Employed
63.0,40240.21,14199.29,Yes,High School,Male,756.0,Self-Employed
31.0,41048.89,7555.3,Yes,Bachelors,Male,,Unemployed
29.0,72437.3,13825.3,Yes,High School,Male,691.0,Employed
53.0,49670.77,12599.25,No,High School,Male,680.0,Unemployed
49.0,64958.84,13232.32,Yes,High School,Male,647.0,Employed
42.0,101060.44,5433.88,Yes,Bachelors,Male,685.0,Employed
27.0,91388.35,17964.13,No,Masters,Male,709.0,Self-Employed
55.0,35772.41,18588.7,Yes,High School,Male,644.0,Employed
37.0,49777.65,15644.72,Yes,Masters,Female,721.0,Employed
34.0,74913.91,14618.67,No,Masters,Female,671.0,Employed
49.0,92595.33,15894.68,No,Bachelors,Female,614.0,Employed
38.0,53562.71,15246.04,No,Masters,Female,592.0,Employed
26.0,77370.52,6122.01,Yes,Bachelors,Male,660.0,Self-Employed
38.0,60901.65,10810.39,Yes,Bachelors,Male,691.0,Employed
30.0,105041.27,16069.79,Yes,Masters,Male,780.0,Self-Employed
8.0,82448.3,11323.62,Yes,Masters,Female,664.0,Employed
29.0,66134.76,19418.17,Yes,Bachelors,Female,832.0,Employed
33.0,40106.67,8241.97,Yes,Masters,Female,755.0,Employed
26.0,48770.91,26742.73,Yes,Bachelors,Female,717.0,Employed
44.0,19495.48,25369.1,Yes,Masters,Female,679.0,Employed
30.0,75444.94,13583.36,Yes,Masters,Male,701.0,Employed
43.0,83320.7,7514.58,Yes,Masters,Male,672.0,Employed
26.0,84329.12,12319.22,No,Bachelors,Male,704.0,Employed
47.0,57720.16,21068.62,No,High School,Female,693.0,Employed
25.0,95601.5,13304.66,Yes,Masters,Female,753.0,Employed
15.0,101671.19,16970.29,Yes,Masters,Male,652.0,Employed
50.0,56692.71,15256.68,No,Masters,Male,734.0,Employed
29.0,93630.24,17860.53,Yes,Masters,Male,712.0,Employed
56.0,72797.17,17503.88,No,Masters,Female,701.0,Self-Employed
44.0,59464.75,13517.29,Yes,High School,Male,604.0,Employed
46.0,94623.92,22266.1,Yes,Masters,Male,694.0,Employed
48.0,45869.67,17545.82,Yes,High School,Female,717.0,Unemployed
39.0,40301.16,,Yes,High School,Male,740.0,Self-Employed
39.0,62075.89,13775.9,No,Masters,Male,744.0,Self-Employed
51.0,65429.3,14170.94,Yes,Bachelors,Male,763.0,Self-Employed
39.0,37133.93,28403.0,Yes,Bachelors,Male,715.0,Employed
31.0,79813.28,14814.19,Yes,Bachelors,Female,717.0,Employed
44.0,54389.75,21267.37,Yes,Masters,Female,709.0,Unemployed
17.0,,7719.97,No,Masters,Female,748.0,Employed
51.0,82993.43,16788.34,No,PhD,Male,718.0,Self-Employed
51.0,61411.81,12961.13,Yes,Masters,Male,759.0,Employed
50.0,91151.37,22694.15,Yes,Masters,Male,767.0,Employed
50.0,79184.81,11621.26,No,Bachelors,Female,762.0,Employed
37.0,66040.96,12856.04,Yes,Masters,Female,699.0,Employed
37.0,91959.48,17898.12,Yes,Bachelors,Female,627.0,Employed
26.0,78407.4,9743.33,Yes,High School,Male,728.0,Self-Employed
55.0,69605.47,15636.79,Yes,PhD,Male,731.0,Employed
33.0,,11990.77,Yes,High School,Female,621.0,Employed
41.0,80885.16,15701.36,Yes,High School,Male,792.0,Employed
41.0,48112.17,14543.43,Yes,High School,Male,743.0,Employed
25.0,,24178.34,No,PhD,Male,792.0,Self-Employed
21.0,71352.86,17313.27,Yes,Bachelors,Female,727.0,Employed
38.0,71752.89,8469.6,No,Masters,Male,733.0,Employed
33.0,34857.63,10404.36,Yes,Bachelors,Female,,Employed
37.0,72570.71,12813.71,Yes,High School,Female,697.0,Self-Employed
49.0,73436.21,11500.65,No,High School,Male,662.0,Self-Employed
40.0,47003.97,22096.89,Yes,Bachelors,Female,656.0,Self-Employed
46.0,49208.74,12209.35,Yes,Bachelors,Female,834.0,Self-Employed
42.0,52014.1,14813.57,No,Masters,Male,710.0,Self-Employed
35.0,64098.09,18006.78,Yes,Masters,Female,661.0,Self-Employed
28.0,74265.98,28953.33,Yes,High School,Female,809.0,Unemployed
41.0,65540.35,14269.31,Yes,Bachelors,Male,785.0,Self-Employed
39.0,76055.06,23306.84,No,Bachelors,Male,776.0,Self-Employed
47.0,83505.5,12843.72,Yes,PhD,Male,616.0,Employed
36.0,80857.76,19880.91,Yes,Masters,Male,786.0,Employed
35.0,77282.03,10814.74,Yes,Bachelors,Male,646.0,Unemployed
36.0,75713.74,19005.06,Yes,Bachelors,Female,713.0,Employed
29.0,,13139.94,Yes,Bachelors,Female,711.0,Employed
52.0,67064.73,19561.64,Yes,Masters,Female,747.0,Employed
49.0,56803.36,19031.14,Yes,Bachelors,Female,728.0,Employed
26.0,68136.67,18132.16,Yes,Masters,Male,693.0,Employed
46.0,83063.06,17140.24,Yes,Bachelors,Female,806.0,Employed
20.0,82949.69,12613.74,No,Masters,Male,805.0,Self-Employed
48.0,80157.39,18623.38,Yes,Bachelors,Female,738.0,Employed
31.0,60495.99,6992.04,Yes,High School,Male,713.0,Employed
42.0,65670.76,27767.48,Yes,Bachelors,Male,796.0,Employed
19.0,65747.12,18222.14,No,High School,Female,773.0,Self-Employed
26.0,57858.77,17710.91,Yes,Bachelors,Female,656.0,Employed
43.0,87878.94,17361.3,Yes,High School,Male,831.0,Employed
31.0,33188.14,11281.29,Yes,PhD,Male,672.0,Employed
30.0,110440.16,12017.59,No,High School,Male,697.0,Self-Employed
52.0,111477.68,16204.21,Yes,Masters,Male,646.0,Employed
60.0,71000.15,12566.44,Yes,High School,Male,694.0,Employed
47.0,78104.03,9075.38,Yes,Masters,Male,779.0,Employed
27.0,86983.26,14597.95,No,Bachelors,Male,722.0,Employed
56.0,54841.26,16753.09,Yes,Bachelors,Female,731.0,Employed
22.0,81352.05,14939.49,Yes,Bachelors,Male,680.0,Employed
35.0,96381.19,20262.39,Yes,Bachelors,Female,755.0,Employed
39.0,33945.65,15816.86,Yes,Masters,Male,624.0,Employed
57.0,41186.57,22927.51,Yes,Masters,Female,703.0,Employed
47.0,85003.96,26532.36,Yes,Masters,Male,713.0,Employed
33.0,64598.37,14336.08,No,Masters,Female,,Self-Employed
29.0,62267.57,9424.97,Yes,PhD,Male,733.0,Employed
48.0,63456.6,9281.95,No,PhD,Male,644.0,Employed
33.0,47460.57,14754.28,No,High School,Male,765.0,Self-Employed
40.0,61796.04,19010.54,Yes,Bachelors,Female,666.0,Self-Employed
24.0,43592.9,13259.51,Yes,Bachelors,Male,816.0,Employed
44.0,96174.45,15131.81,Yes,Bachelors,Male,739.0,Self-Employed
43.0,72665.26,12400.25,Yes,Masters,Male,751.0,Self-Employed
26.0,72131.06,13413.77,No,Masters,Female,686.0,Employed
48.0,83332.86,15545.53,No,Masters,Male,696.0,Self-Employed
44.0,125804.26,19878.33,No,Bachelors,Female,786.0,Employed
45.0,48950.17,19664.79,Yes,Bachelors,Male,649.0,Employed
34.0,33155.58,3821.74,Yes,Bachelors,Female,720.0,Self-Employed
40.0,69386.27,18396.32,No,High School,Male,721.0,Employed
39.0,33465.44,18240.88,Yes,Bachelors,Male,743.0,Self-Employed
37.0,63226.75,14560.76,No,Masters,Female,732.0,Employed
40.0,87489.77,13314.15,Yes,Bachelors,Male,743.0,Employed
51.0,100559.85,18025.62,Yes,High School,Female,692.0,Self-Employed
49.0,38684.73,15658.25,Yes,Bachelors,Female,847.0,Unemployed
26.0,51134.54,13855.57,Yes,Bachelors,Male,721.0,Self-Employed
48.0,77269.19,25857.76,Yes,Masters,Male,772.0,Self-Employed
50.0,,17554.5,No,PhD,Female,772.0,Employed
36.0,86216.1,12342.91,No,High School,Male,588.0,Employed
43.0,99502.32,18732.5,Yes,Bachelors,Male,642.0,Employed
43.0,84571.97,17189.31,No,Masters,Female,679.0,Self-Employed
30.0,67602.53,16900.6,Yes,High School,Male,695.0,Self-Employed
34.0,91239.66,19345.62,Yes,Bachelors,Male,734.0,Employed
46.0,71396.15,12637.32,No,High School,Female,735.0,Self-Employed
33.0,75494.36,16318.35,Yes,Masters,Female,680.0,Employed
48.0,60115.53,10767.31,Yes,Bachelors,Male,618.0,Employed
51.0,73135.11,19025.36,Yes,High School,Female,801.0,Unemployed
49.0,37407.43,15086.97,No,PhD,Female,764.0,Employed
,90694.58,10943.78,Yes,High School,Male,753.0,Employed
37.0,49817.53,14753.14,No,Masters,Male,744.0,Unemployed
40.0,52238.79,16172.91,Yes,Masters,Male,751.0,Employed
41.0,23469.2,19513.32,Yes,High School,Male,645.0,Employed
37.0,53549.96,21103.43,No,Masters,Male,642.0,Employed
43.0,50831.7,19668.62,No,Masters,Female,752.0,Self-Employed
21.0,74345.64,17694.23,Yes,Masters,Female,612.0,Employed
40.0,44109.28,18699.01,Yes,PhD,Male,741.0,Employed
24.0,61118.81,13682.23,No,Bachelors,Female,759.0,Unemployed
28.0,56398.25,9542.21,Yes,Bachelors,Male,808.0,Unemployed
45.0,34797.37,11673.59,Yes,High School,Male,704.0,Employed
36.0,74762.29,15241.79,No,Masters,Female,665.0,Self-Employed
45.0,65615.2,13984.23,No,Masters,Female,773.0,Employed
36.0,70798.73,13774.49,No,High School,Female,708.0,Self-Employed
49.0,86603.85,16358.48,Yes,Masters,Male,635.0,Unemployed
36.0,70150.68,19959.14,Yes,Masters,Male,565.0,Unemployed
18.0,63340.71,16412.56,Yes,Masters,Female,749.0,Employed
40.0,88452.31,,Yes,PhD,Male,760.0,Employed
16.0,63486.23,8926.34,Yes,Bachelors,Female,719.0,Employed
23.0,59908.1,14221.14,Yes,Bachelors,Female,718.0,Employed
,83391.23,4779.52,Yes,PhD,Male,721.0,Unemployed
28.0,54399.54,20449.95,Yes,Masters,Male,711.0,Employed
33.0,93344.67,,Yes,Bachelors,Male,640.0,Employed
28.0,73207.99,23850.0,Yes,Masters,Male,702.0,Employed
24.0,101379.77,21692.92,Yes,Masters,Female,714.0,Employed
53.0,68801.96,17753.65,Yes,Masters,Female,770.0,Employed
31.0,88965.22,12497.6,Yes,Bachelors,Female,681.0,Self-Employed
16.0,37216.86,13147.29,No,Bachelors,Male,698.0,Self-Employed
34.0,95641.88,22791.92,Yes,PhD,Male,744.0,Employed
27.0,83785.81,17410.35,No,Bachelors,Female,686.0,Employed
29.0,57090.72,8431.89,Yes,Bachelors,Female,685.0,Employed
45.0,87298.58,13333.91,Yes,Bachelors,Female,645.0,Unemployed
34.0,44656.62,22055.58,Yes,Masters,Female,787.0,Employed
26.0,60053.37,20511.73,Yes,Bachelors,Male,744.0,Employed
42.0,52978.22,17037.83,No,PhD,Female,761.0,Employed
49.0,88399.93,21819.63,Yes,Bachelors,Female,693.0,Employed
43.0,94966.58,8786.35,Yes,Bachelors,Male,812.0,Self-Employed
13.0,61020.99,12034.16,Yes,High School,Male,,Employed
27.0,44571.61,14456.3,No,Masters,Male,752.0,Self-Employed
38.0,50462.51,12491.91,Yes,Bachelors,Female,736.0,Employed
36.0,71841.45,18748.53,No,Bachelors,Female,729.0,Self-Employed
35.0,70585.63,19005.11,No,Bachelors,Male,727.0,Unemployed
28.0,63198.2,17542.87,Yes,Bachelors,Male,681.0,Self-Employed
24.0,53405.94,9899.76,No,Bachelors,Female,738.0,Self-Employed
58.0,102568.5,23848.05,Yes,High School,Female,736.0,Employed
38.0,57599.98,16695.17,Yes,PhD,Female,702.0,Employed
44.0,53342.99,7036.03,No,High School,Male,704.0,Employed
38.0,92946.55,8980.99,Yes,Bachelors,Female,724.0,Employed
38.0,64350.25,11203.72,Yes,High School,Male,671.0,Employed
37.0,80238.36,23261.36,Yes,Masters,Male,728.0,Employed
27.0,52496.67,10634.94,Yes,Masters,Female,770.0,Self-Employed
23.0,80121.66,9700.18,No,Masters,Female,656.0,Self-Employed
42.0,84703.88,20474.13,Yes,Bachelors,Male,777.0,Employed
40.0,47674.09,19475.48,Yes,PhD,Male,683.0,Employed
47.0,59318.52,12207.2,Yes,Masters,Male,,Employed
45.0,,17541.13,Yes,Bachelors,Female,765.0,Employed
30.0,59439.48,13737.14,Yes,Masters,Female,706.0,Employed
49.0,102021.58,,No,Masters,Male,747.0,Employed
46.0,75137.88,13473.5,Yes,High School,Male,674.0,Employed
45.0,108960.6,17644.45,Yes,Bachelors,Female,744.0,Employed
60.0,99655.5,15116.89,Yes,High School,Male,757.0,Unemployed
58.0,92617.8,12049.14,Yes,Bachelors,Male,692.0,Employed
45.0,99087.61,19655.5,No,Bachelors,Male,727.0,Employed
44.0,93198.6,15351.65,Yes,PhD,Male,733.0,Employed
49.0,104090.38,19910.65,Yes,High School,Male,708.0,Self-Employed
32.0,,17558.76,Yes,Masters,Female,,Self-Employed
32.0,83726.45,14796.77,Yes,PhD,Male,705.0,Employed
45.0,83158.58,20890.84,Yes,Bachelors,Female,714.0,Unemployed
29.0,61210.71,16283.75,Yes,High School,Male,,Employed
44.0,86923.58,17342.76,No,Bachelors,Male,735.0,Employed
40.0,95156.07,13528.8,Yes,Bachelors,Male,727.0,Employed
29.0,57991.75,12707.36,Yes,Masters,Female,702.0,Employed
38.0,52855.18,15939.47,No,Bachelors,Female,700.0,Employed
51.0,58979.67,10533.63,Yes,High School,Female,750.0,Self-Employed
39.0,97134.78,15773.61,No,Bachelors,Female,732.0,Employed
39.0,65257.61,16031.16,Yes,Masters,Female,729.0,Employed
41.0,47917.32,9867.37,No,PhD,Female,707.0,Employed
43.0,49229.3,21450.82,Yes,PhD,Male,667.0,Employed
35.0,51923.42,22282.27,No,High School,Male,,Employed
42.0,55742.55,21846.85,Yes,PhD,Male,726.0,Employed
28.0,42021.0,14151.86,Yes,Bachelors,Female,684.0,Employed
30.0,82112.28,15897.1,No,Masters,Female,866.0,Employed
31.0,66213.3,13306.64,Yes,Masters,Male,769.0,Employed
43.0,80689.03,18717.1,Yes,High School,Female,718.0,Self-Employed
40.0,24051.56,14161.79,Yes,Masters,Male,,Employed
37.0,91448.49,16105.19,Yes,Bachelors,Male,725.0,Self-Employed
45.0,68357.72,16855.14,Yes,Masters,Male,712.0,Employed
42.0,80000.29,9553.36,Yes,Masters,Male,806.0,Employed
35.0,100426.51,14849.54,No,Bachelors,Male,732.0,Unemployed
28.0,77356.98,19612.65,Yes,Bachelors,Male,670.0,Employed
30.0,112232.06,34148.91,No,Bachelors,Female,732.0,Unemployed
23.0,32405.51,6185.12,No,Bachelors,Male,725.0,Employed
39.0,63648.73,11840.38,Yes,Masters,Female,717.0,Employed
29.0,33930.66,12022.97,No,PhD,Female,739.0,Self-Employed
33.0,76287.99,8801.53,Yes,PhD,Female,708.0,Employed
37.0,71530.04,24815.47,No,Masters,Female,626.0,Employed
48.0,48156.37,14829.9,Yes,Bachelors,Male,747.0,Employed
47.0,113470.18,14193.42,Yes,Bachelors,Female,695.0,Unemployed
37.0,62811.38,18164.91,Yes,Masters,Male,712.0,Employed
51.0,25876.3,12088.07,No,Bachelors,Female,711.0,Employed
18.0,83603.7,18693.56,No,Bachelors,Female,,Employed
57.0,83913.54,12129.08,Yes,Bachelors,Male,752.0,Employed
45.0,60410.14,21958.24,Yes,Masters,Female,689.0,Employed
39.0,85767.28,15702.22,Yes,Masters,Female,751.0,Employed
29.0,50995.11,21955.43,Yes,PhD,Female,683.0,Employed
34.0,61657.09,18097.52,Yes,Bachelors,Male,798.0,Employed
44.0,77874.1,3338.57,Yes,PhD,Female,664.0,Self-Employed
44.0,88486.72,8941.02,No,High School,Male,749.0,Employed
45.0,65515.77,23241.47,Yes,Masters,Female,729.0,Employed
31.0,60351.76,13452.79,No,Bachelors,Female,758.0,Unemployed
29.0,69175.67,6170.97,Yes,Masters,Female,701.0,Employed
40.0,29072.21,12555.47,No,Masters,Female,797.0,Employed
46.0,64408.79,13246.23,No,Bachelors,Male,703.0,Employed
38.0,30388.68,,No,Bachelors,Female,,Employed
53.0,53167.65,10887.8,Yes,Bachelors,Male,610.0,Employed
38.0,41552.09,14478.8,Yes,Masters,Female,712.0,Self-Employed
38.0,80565.13,20538.21,Yes,Bachelors,Male,783.0,Employed
45.0,55381.45,12707.41,No,Masters,Female,732.0,Unemployed
50.0,94758.05,10816.13,No,Bachelors,Female,856.0,Self-Employed
25.0,33055.36,16906.75,No,Bachelors,Female,822.0,Employed
27.0,65129.98,18974.07,No,Masters,Male,651.0,Employed
35.0,71690.97,14711.14,Yes,High School,Male,876.0,Employed
70.0,79801.45,18175.19,No,Masters,Male,763.0,Self-Employed
35.0,113071.83,12373.44,No,Masters,Male,746.0,Employed
37.0,30665.5,5177.55,Yes,Masters,Male,644.0,Unemployed
44.0,54848.53,19405.93,Yes,Bachelors,Male,771.0,Self-Employed
48.0,,9993.47,Yes,Bachelors,Male,777.0,Employed
,51578.43,12002.42,No,Masters,Female,,Unemployed
50.0,78835.11,16175.39,No,Bachelors,Male,796.0,Employed
26.0,51204.7,19863.65,Yes,High School,Female,654.0,Employed
30.0,42120.4,14610.52,Yes,Bachelors,Female,722.0,Employed
50.0,53689.26,12499.8,Yes,Bachelors,Female,793.0,Unemployed
38.0,109552.48,22434.04,Yes,Bachelors,Male,687.0,Employed
25.0,46668.92,13480.06,Yes,Bachelors,Male,702.0,Self-Employed
25.0,64035.69,13732.22,Yes,PhD,Female,691.0,Employed
30.0,64907.32,7133.63,No,High School,Male,702.0,Employed
38.0,88326.84,15583.78,Yes,Masters,Male,715.0,Employed
43.0,92577.73,22242.16,Yes,Masters,Female,702.0,Employed
35.0,72155.07,7732.72,Yes,PhD,Female,848.0,Employed
42.0,,11456.4,Yes,Bachelors,Female,691.0,Self-Employed
34.0,52215.36,14814.82,Yes,Masters,Male,709.0,Employed
50.0,46039.61,17698.68,Yes,Bachelors,Female,675.0,Unemployed
64.0,93173.64,16511.39,Yes,Masters,Female,654.0,Employed
34.0,51578.9,15198.16,Yes,PhD,Male,744.0,Employed
43.0,103669.85,11694.92,No,Masters,Male,798.0,Employed
42.0,78163.78,21836.47,No,Masters,Male,819.0,Employed
39.0,92695.96,4454.19,Yes,Bachelors,Female,757.0,Unemployed
45.0,115115.42,20686.18,No,Bachelors,Female,721.0,Employed
43.0,51123.46,25125.13,No,High School,Male,790.0,Self-Employed
33.0,37601.11,18705.09,Yes,Masters,Female,716.0,Self-Employed
,,12049.14,No,High School,Male,786.0,Self-Employed
40.0,89081.53,,No,Bachelors,Male,689.0,Unemployed
34.0,56702.33,9198.01,No,Masters,Female,803.0,Employed
62.0,70727.73,10219.41,Yes,Bachelors,Male,714.0,Employed
37.0,94340.76,17699.71,Yes,Bachelors,Female,788.0,Employed
41.0,,17913.77,No,High School,Female,809.0,Self-Employed
40.0,58364.52,16840.33,Yes,Masters,Female,731.0,Employed
37.0,75426.86,9030.38,Yes,Bachelors,Female,,Unemployed
42.0,51285.67,26751.46,No,Masters,Female,789.0,Employed
30.0,41000.77,17856.7,No,Bachelors,Female,758.0,Unemployed
44.0,97164.47,14412.88,Yes,Bachelors,Female,786.0,Employed
20.0,27335.92,15415.33,No,High School,Male,762.0,Employed
25.0,73819.85,11950.76,Yes,High School,Female,739.0,Employed
56.0,62594.11,10693.93,Yes,High School,Male,762.0,Employed
25.0,80975.2,27360.89,Yes,PhD,Female,730.0,Self-Employed
18.0,56300.06,10758.62,Yes,Bachelors,Male,667.0,Employed
26.0,92832.33,11693.94,Yes,Bachelors,Male,742.0,Employed
,65555.53,13349.74,Yes,PhD,Female,697.0,Self-Employed
20.0,99028.87,11444.12,Yes,PhD,Female,680.0,Self-Employed
28.0,74377.12,15058.73,Yes,High School,Female,707.0,Self-Employed
23.0,49003.65,12866.47,Yes,Bachelors,Female,662.0,Employed
35.0,80851.29,14361.83,Yes,High School,Male,565.0,Unemployed
34.0,78351.84,13390.17,Yes,Masters,Male,756.0,Employed
33.0,67859.79,13838.84,Yes,Masters,Male,692.0,Self-Employed
57.0,55032.83,7307.11,Yes,High School,Male,734.0,Self-Employed
26.0,87212.73,13440.58,Yes,Bachelors,Female,712.0,Employed
37.0,50695.57,14381.31,Yes,Masters,Male,771.0,Employed
41.0,52799.67,13635.18,No,High School,Male,697.0,Employed
28.0,80549.45,13697.78,No,Bachelors,Male,657.0,Employed
43.0,65783.62,19598.94,Yes,Masters,Female,763.0,Employed
34.0,30704.64,12442.32,No,Masters,Female,601.0,Unemployed
42.0,50762.24,20061.72,No,Bachelors,Male,731.0,Employed
37.0,78116.95,,Yes,High School,Male,730.0,Self-Employed
17.0,64604.99,11750.65,Yes,Bachelors,Female,752.0,Self-Employed
51.0,67978.04,16878.8,Yes,Masters,Male,840.0,Employed
59.0,75240.89,16210.79,No,PhD,Female,701.0,Employed
36.0,79126.01,15261.57,Yes,Masters,Female,743.0,Employed
29.0,72322.21,,Yes,High School,Male,752.0,Unemployed
53.0,3440.09,19439.37,Yes,Masters,Female,725.0,Employed
57.0,68895.54,13123.57,Yes,Masters,Female,679.0,Employed
36.0,59673.19,20813.72,No,High School,Female,643.0,Employed
36.0,70612.63,14923.23,Yes,Bachelors,Female,685.0,Employed
37.0,91353.86,20675.61,No,Bachelors,Male,651.0,Employed
21.0,48550.77,17566.04,Yes,Masters,Female,657.0,Employed
35.0,71405.28,18819.05,Yes,Bachelors,Female,723.0,Employed
55.0,79540.87,18131.3,Yes,Bachelors,Male,,Employed
36.0,63809.41,14309.43,Yes,Bachelors,Female,751.0,Employed
28.0,43818.51,13189.58,No,Bachelors,Female,664.0,Self-Employed
43.0,45922.08,17248.26,No,Masters,Male,761.0,Employed
31.0,69309.02,18491.43,Yes,PhD,Female,,Employed
37.0,57592.85,14965.41,Yes,Masters,Male,755.0,Employed
25.0,31443.6,18891.71,Yes,Bachelors,Female,730.0,Employed
,54037.55,11307.84,Yes,PhD,Female,749.0,Self-Employed
45.0,43988.57,16274.9,Yes,PhD,Female,699.0,Self-Employed
39.0,84967.93,20723.8,Yes,Bachelors,Female,696.0,Employed
30.0,40314.55,16269.86,Yes,Bachelors,Male,807.0,Self-Employed
39.0,98407.99,14441.88,No,Bachelors,Male,670.0,Employed
32.0,113194.34,19543.88,Yes,PhD,Female,680.0,Self-Employed
30.0,55188.27,22885.18,Yes,Masters,Male,622.0,Employed
50.0,57724.54,17980.91,Yes,PhD,Female,684.0,Employed
46.0,88875.24,7097.92,Yes,Masters,Female,,Self-Employed
38.0,91680.17,11158.26,Yes,Bachelors,Female,803.0,Employed
39.0,60151.57,20103.94,No,Masters,Male,754.0,Employed
38.0,61205.08,12626.82,No,Bachelors,Female,689.0,Employed
43.0,61368.07,15439.6,Yes,Bachelors,Female,760.0,Employed
30.0,52966.19,12437.24,Yes,High School,Male,580.0,Employed
47.0,88229.97,19348.3,Yes,Bachelors,Female,665.0,Employed
42.0,73108.49,17650.28,No,Masters,Male,756.0,Employed
35.0,55493.17,11832.5,No,Bachelors,Male,662.0,Employed
33.0,71292.29,19292.56,Yes,Bachelors,Female,688.0,Unemployed
46.0,62433.54,19573.05,Yes,Masters,Male,767.0,Employed
36.0,,18005.82,Yes,Masters,Female,739.0,Employed
31.0,65023.97,16215.13,Yes,Bachelors,Female,658.0,Self-Employed
34.0,84803.92,33526.22,Yes,Bachelors,Female,702.0,Employed
46.0,78694.06,7949.01,No,Bachelors,Female,689.0,Self-Employed
22.0,66987.06,13580.45,No,Masters,Male,685.0,Employed
,78805.23,15042.95,No,Bachelors,Male,690.0,Employed
49.0,74209.81,21363.6,Yes,Masters,Female,781.0,Self-Employed
36.0,119735.45,13712.68,Yes,PhD,Female,,Employed
41.0,68058.17,20749.45,No,High School,Male,779.0,Employed
49.0,17864.0,12191.97,No,Masters,Female,763.0,Employed
47.0,113780.82,17370.5,Yes,High School,Female,768.0,Employed
34.0,59807.18,19427.15,Yes,PhD,Male,746.0,Unemployed
,71729.32,12017.36,Yes,Bachelors,Female,747.0,Self-Employed
47.0,59124.46,18963.52,No,Masters,Female,731.0,Employed
47.0,58021.68,22286.78,Yes,Bachelors,Female,694.0,Employed
37.0,47626.76,14626.47,Yes,High School,Female,799.0,Employed
37.0,29950.27,10202.19,No,Bachelors,Male,699.0,Unemployed
41.0,55650.19,13584.27,Yes,Masters,Female,715.0,Employed
52.0,80284.97,14686.96,No,Masters,Male,753.0,Employed
49.0,37071.65,19935.4,Yes,High School,Female,743.0,Employed
45.0,80106.87,10649.37,Yes,Bachelors,Female,656.0,Employed
27.0,116394.95,18347.26,No,Masters,Female,711.0,Self-Employed
35.0,75735.91,17934.68,Yes,Masters,Female,710.0,Employed
36.0,42210.5,17515.59,Yes,Bachelors,Male,,Employed
52.0,78050.26,21173.81,Yes,High School,Female,744.0,Employed
36.0,89152.23,16460.6,Yes,Masters,Female,808.0,Employed
51.0,96084.6,12338.73,Yes,Masters,Female,716.0,Employed
32.0,73753.98,14825.5,Yes,Bachelors,Female,717.0,Employed
33.0,82088.78,15353.11,Yes,Bachelors,Male,716.0,Employed
43.0,87004.18,12617.65,Yes,Masters,Female,743.0,Employed
54.0,82045.35,7826.72,Yes,Masters,Male,857.0,Employed
36.0,76366.99,15662.08,Yes,Masters,Female,725.0,Employed
12.0,57222.98,16287.0,No,High School,Male,676.0,Employed
22.0,89088.43,14814.62,Yes,Bachelors,Female,736.0,Unemployed
41.0,59283.52,15270.48,No,Masters,Male,686.0,Employed
23.0,122049.61,10536.4,Yes,Bachelors,Female,693.0,Employed
29.0,57203.55,3023.89,Yes,Masters,Female,730.0,Employed
38.0,86051.63,13730.03,Yes,High School,Male,811.0,Self-Employed
14.0,,8323.5,Yes,Bachelors,Female,706.0,Employed
34.0,,16831.88,Yes,Masters,Male,735.0,Employed
26.0,58215.62,9654.84,Yes,PhD,Male,719.0,Employed
23.0,42654.69,14781.8,Yes,High School,Male,,Self-Employed
30.0,58511.82,13527.97,Yes,PhD,Male,606.0,Employed
27.0,77207.52,11313.64,Yes,Masters,Female,706.0,Employed
43.0,65051.89,20012.67,No,High School,Female,714.0,Employed
50.0,93859.35,9321.25,Yes,High School,Male,733.0,Employed
34.0,51371.74,3228.73,Yes,Bachelors,Male,758.0,Employed
32.0,83946.47,8902.63,No,Bachelors,Female,789.0,Employed
34.0,58148.5,22636.82,Yes,PhD,Male,725.0,Employed
27.0,92583.54,13654.94,Yes,Masters,Female,797.0,Employed
25.0,85667.37,20425.76,No,Masters,Male,760.0,Employed
,90260.07,14924.74,Yes,Masters,Female,777.0,Employed
25.0,66772.65,21016.84,No,Bachelors,Male,741.0,Self-Employed
54.0,96587.14,10888.41,Yes,Bachelors,Female,737.0,Self-Employed
31.0,36800.66,16423.59,No,PhD,Female,789.0,Unemployed
9.0,78925.72,18981.89,No,High School,Male,742.0,Employed
32.0,72764.49,8668.74,Yes,Masters,Female,,Self-Employed
22.0,86679.74,9852.9,Yes,Bachelors,Male,674.0,Self-Employed
39.0,68485.26,13747.02,Yes,High School,Female,720.0,Unemployed
38.0,50319.0,17385.59,Yes,Bachelors,Male,704.0,Employed
39.0,48163.07,11031.44,No,Bachelors,Male,768.0,Employed
38.0,69763.81,20695.63,Yes,PhD,Female,747.0,Unemployed
34.0,64797.67,19764.76,Yes,Bachelors,Male,,Employed
23.0,87138.49,14686.56,No,High School,Female,709.0,Employed
37.0,89076.85,,No,Bachelors,Male,699.0,Employed
48.0,70956.54,18650.91,Yes,Bachelors,Male,735.0,Self-Employed
56.0,70513.35,19260.4,Yes,Masters,Male,781.0,Employed
36.0,91292.25,17509.56,Yes,Bachelors,Female,675.0,Unemployed
37.0,65101.2,12087.33,No,High School,Male,696.0,Employed
43.0,65916.97,6763.05,No,Masters,Male,819.0,Employed
53.0,43545.18,15796.12,No,Masters,Female,668.0,Employed
33.0,87571.33,21237.54,Yes,High School,Female,777.0,Employed
45.0,,21652.69,Yes,Masters,Male,636.0,Self-Employed
30.0,92737.09,16594.04,Yes,Masters,Female,690.0,Employed
41.0,45859.74,12720.56,Yes,Masters,Female,761.0,Employed
48.0,60171.72,19613.31,Yes,Masters,Female,695.0,Employed
25.0,88921.5,9509.53,Yes,PhD,Male,702.0,Employed
33.0,76523.8,11915.82,Yes,Bachelors,Female,635.0,Employed
48.0,46337.4,7842.6,Yes,Bachelors,Male,674.0,Employed
44.0,88451.18,19989.24,Yes,Masters,Female,643.0,Self-Employed
48.0,43904.11,6818.51,No,PhD,Male,656.0,Employed
46.0,86559.21,17041.59,Yes,Bachelors,Female,756.0,Employed
35.0,50406.99,,Yes,Bachelors,Female,655.0,Self-Employed
60.0,94229.51,17007.52,No,Masters,Female,734.0,Employed
39.0,72257.81,10154.93,Yes,Masters,Female,714.0,Self-Employed
,76881.02,12909.45,No,Bachelors,Female,,Employed
35.0,,7452.19,Yes,Masters,Female,661.0,Employed
33.0,71753.51,10525.31,Yes,Masters,Female,749.0,Employed
46.0,71659.21,11426.8,Yes,Bachelors,Male,753.0,Self-Employed
33.0,84113.22,10833.5,No,High School,Female,780.0,Employed
49.0,68740.63,15684.93,Yes,Masters,Female,712.0,Employed
44.0,,1096.06,Yes,Masters,Female,696.0,Employed
28.0,55277.24,8786.87,Yes,Bachelors,Male,628.0,Employed
37.0,87213.18,17869.22,No,High School,Female,719.0,Employed
30.0,81283.51,25496.59,Yes,Bachelors,Female,650.0,Employed
40.0,94668.01,17153.94,Yes,Bachelors,Female,691.0,Self-Employed
30.0,72418.43,10808.4,No,Bachelors,Male,703.0,Self-Employed
39.0,76588.48,19247.88,Yes,High School,Male,669.0,Employed
35.0,76361.9,20468.48,Yes,Bachelors,Female,789.0,Employed
36.0,45681.57,11238.58,Yes,Bachelors,Male,844.0,Employed
59.0,77876.54,10700.25,Yes,Bachelors,Female,793.0,Employed
34.0,135398.13,23063.64,Yes,High School,Male,791.0,Unemployed
19.0,102183.42,9599.99,Yes,Bachelors,Female,744.0,Employed
48.0,54402.32,23764.68,Yes,High School,Female,768.0,Employed
48.0,33989.59,17810.99,Yes,Masters,Female,760.0,Employed
18.0,71043.68,21421.53,Yes,Bachelors,Female,699.0,Self-Employed
31.0,91666.56,20068.44,Yes,Bachelors,Female,781.0,Employed
42.0,69227.04,20230.84,Yes,PhD,Male,692.0,Employed
43.0,107783.93,9274.32,No,High School,Male,779.0,Employed
38.0,54395.04,18620.15,Yes,Masters,Female,763.0,Employed
38.0,74499.45,21347.09,Yes,Bachelors,Male,711.0,Employed
29.0,67827.5,13799.77,Yes,PhD,Female,663.0,Employed
14.0,84628.28,5059.65,Yes,High School,Male,760.0,Self-Employed
58.0,85998.4,8444.72,Yes,Masters,Male,674.0,Employed
28.0,93772.7,7115.57,No,Bachelors,Female,742.0,Unemployed
40.0,67521.32,13085.23,No,Masters,Male,737.0,Employed
36.0,95155.85,8002.07,Yes,High School,Male,727.0,Self-Employed
47.0,76899.65,11860.33,Yes,Bachelors,Female,733.0,Employed
39.0,97194.39,25122.94,Yes,Masters,Male,707.0,Self-Employed
40.0,99992.92,19214.91,Yes,Masters,Female,676.0,Employed
12.0,70366.12,18087.86,Yes,High School,Female,747.0,Unemployed
30.0,56521.97,20668.34,No,Bachelors,Male,820.0,Employed
45.0,74073.63,8572.73,Yes,Bachelors,Female,771.0,Employed
45.0,89812.88,10285.61,Yes,Masters,Female,755.0,Employed
28.0,39899.11,15516.37,Yes,Masters,Female,697.0,Employed
22.0,60103.31,11663.72,Yes,Bachelors,Male,860.0,Employed
39.0,83651.91,13141.53,No,Bachelors,Male,748.0,Self-Employed
9.0,18241.95,18104.1,Yes,PhD,Male,736.0,Employed
27.0,49316.76,19718.07,Yes,Bachelors,Male,760.0,Self-Employed
56.0,57739.46,17682.9,No,Bachelors,Male,670.0,Self-Employed
52.0,68330.24,20746.33,Yes,PhD,Female,732.0,Employed
43.0,63563.8,1689.65,No,PhD,Female,763.0,Unemployed
,63942.05,25080.79,Yes,PhD,Male,724.0,Employed
18.0,43378.01,19084.39,No,Masters,Male,643.0,Employed
31.0,105395.29,13217.89,No,Bachelors,Male,758.0,Self-Employed
35.0,57842.52,7616.85,No,Bachelors,Female,,Employed
31.0,31939.52,14121.97,Yes,Masters,Male,782.0,Employed
34.0,92705.05,11016.32,No,High School,Male,718.0,Self-Employed
51.0,54498.27,21054.91,Yes,Bachelors,Female,679.0,Employed
33.0,45758.1,18396.22,No,PhD,Male,730.0,Employed
35.0,83560.15,11773.23,No,Bachelors,Female,726.0,Employed
45.0,59622.95,7998.64,No,Masters,Female,768.0,Employed
24.0,73369.73,13761.66,Yes,Bachelors,Male,743.0,Employed
30.0,57328.85,20017.99,Yes,Bachelors,Female,684.0,Employed
31.0,60741.35,17729.33,Yes,Masters,Male,748.0,Employed
39.0,50148.49,7984.05,Yes,Masters,Female,766.0,Employed
35.0,45719.68,12372.84,Yes,Masters,Male,681.0,Unemployed
35.0,139430.99,19900.06,No,Bachelors,Male,730.0,Employed
31.0,53440.27,14341.2,Yes,High School,Female,667.0,Unemployed
27.0,40743.55,14741.3,Yes,Bachelors,Female,793.0,Employed
44.0,92609.18,24447.87,Yes,Bachelors,Female,771.0,Self-Employed
35.0,75330.33,9660.82,Yes,Bachelors,Male,698.0,Employed
44.0,70348.25,20618.96,No,Bachelors,Female,695.0,Self-Employed
27.0,60241.7,12882.33,Yes,Masters,Male,718.0,Unemployed
31.0,61869.52,13165.0,Yes,Masters,Female,718.0,Self-Employed
36.0,64052.34,15927.26,Yes,Bachelors,Female,710.0,Employed
37.0,92730.73,16583.59,Yes,Bachelors,Female,718.0,Employed
46.0,65032.71,18059.15,Yes,Bachelors,Male,667.0,Employed
34.0,92879.44,14205.26,Yes,High School,Male,665.0,Employed
,68926.68,18379.46,No,Bachelors,Male,668.0,Employed
42.0,65897.09,15683.7,Yes,High School,Female,730.0,Employed
37.0,49573.23,,Yes,Masters,Female,774.0,Unemployed
28.0,112894.53,8785.79,Yes,High School,Female,829.0,Employed
46.0,70299.56,18167.74,No,Bachelors,Female,800.0,Employed
29.0,69975.56,16527.4,Yes,Bachelors,Male,680.0,Employed
38.0,107177.38,11685.1,Yes,PhD,Male,780.0,Employed
37.0,78330.12,7916.08,No,High School,Female,728.0,Employed
36.0,80544.44,12069.18,Yes,Masters,Female,749.0,Employed
34.0,71194.61,5223.27,Yes,Bachelors,Female,801.0,Unemployed
30.0,54518.04,,Yes,Masters,Female,784.0,Employed
22.0,94335.2,14449.15,Yes,Masters,Female,690.0,Employed
52.0,41672.93,16316.98,No,Bachelors,Male,705.0,Self-Employed
33.0,50465.19,12977.19,No,Bachelors,Female,716.0,Employed
37.0,54459.06,23852.41,Yes,Masters,Male,729.0,Employed
37.0,,18504.76,Yes,PhD,Male,741.0,Employed
49.0,69683.25,13147.05,Yes,High School,Female,796.0,Employed
57.0,32746.2,13287.75,Yes,Bachelors,Female,714.0,Employed
40.0,116347.97,11875.12,Yes,Bachelors,Female,702.0,Self-Employed
36.0,85196.68,14258.53,No,Masters,Female,729.0,Employed
27.0,60180.42,16925.3,No,Bachelors,Female,692.0,Employed
24.0,78666.69,16745.78,Yes,High School,Female,797.0,Employed
20.0,78939.75,13651.49,Yes,Bachelors,Female,664.0,Employed
30.0,63397.23,22251.31,Yes,Bachelors,Male,616.0,Unemployed
17.0,77877.24,4951.02,No,Bachelors,Female,677.0,Employed
49.0,78112.11,12066.82,No,High School,Female,616.0,Employed
42.0,91828.39,18444.36,Yes,Bachelors,Female,737.0,Self-Employed
35.0,71381.22,22038.87,Yes,High School,Male,657.0,Employed
49.0,76432.73,15983.55,No,High School,Male,824.0,Unemployed
27.0,65822.66,22485.46,Yes,High School,Male,731.0,Employed
30.0,61331.58,23557.2,Yes,Masters,Female,705.0,Self-Employed
19.0,54609.77,13216.92,Yes,PhD,Male,659.0,Employed
46.0,53919.15,10784.24,Yes,PhD,Female,730.0,Unemployed
30.0,60703.07,10683.4,Yes,Bachelors,Female,808.0,Employed
38.0,,7867.63,No,Masters,Female,625.0,Employed
48.0,90117.84,8856.73,Yes,Bachelors,Male,760.0,Employed
52.0,62414.21,10262.88,No,High School,Female,678.0,Employed
38.0,63347.78,9168.43,No,High School,Male,777.0,Employed
42.0,64152.5,20127.08,No,Bachelors,Female,681.0,Employed
29.0,69041.96,12768.24,Yes,Bachelors,Female,796.0,Employed
55.0,103963.63,8058.0,Yes,High School,Female,750.0,Employed
36.0,62417.13,13056.47,Yes,Bachelors,Male,669.0,Employed
39.0,81222.23,16251.99,Yes,Bachelors,Male,673.0,Employed
34.0,76994.01,13694.36,Yes,PhD,Male,709.0,Employed
50.0,71241.48,13914.4,No,PhD,Male,667.0,Employed
40.0,50837.77,5856.58,Yes,Masters,Male,640.0,Unemployed
46.0,80473.31,19550.27,Yes,High School,Female,782.0,Employed
42.0,31487.26,13241.8,No,Bachelors,Male,623.0,Employed
36.0,49588.91,8496.59,Yes,Masters,Female,801.0,Employed
47.0,59167.98,14465.75,No,Masters,Male,699.0,Employed
41.0,65509.41,12519.77,Yes,Bachelors,Male,743.0,Employed
28.0,71681.42,15612.37,No,Masters,Female,835.0,Self-Employed
28.0,97824.56,27778.26,No,Bachelors,Female,754.0,Employed
39.0,82603.37,11260.46,Yes,Bachelors,Female,688.0,Employed
47.0,73377.39,18727.35,Yes,Bachelors,Female,809.0,Self-Employed
54.0,63281.51,13359.73,Yes,Bachelors,Female,628.0,Unemployed
20.0,63492.46,13051.91,Yes,Masters,Male,731.0,Employed
38.0,47309.91,21279.02,No,High School,Female,784.0,Employed
43.0,27850.32,15908.88,Yes,Masters,Female,697.0,Employed
41.0,44494.41,23061.84,Yes,High School,Male,668.0,Employed
48.0,93416.88,14742.62,Yes,Bachelors,Female,658.0,Employed
45.0,55765.73,21828.02,Yes,High School,Male,715.0,Self-Employed
28.0,59506.02,13326.71,Yes,Masters,Male,620.0,Unemployed
28.0,90420.95,11574.02,No,High School,Male,,Employed
41.0,17161.61,17188.28,No,Masters,Female,688.0,Employed
48.0,58279.76,15591.16,No,Masters,Male,698.0,Self-Employed
39.0,48041.54,8311.45,Yes,Bachelors,Male,736.0,Employed
22.0,75871.57,15995.38,Yes,High School,Male,704.0,Employed
28.0,81138.0,11191.93,Yes,Bachelors,Male,686.0,Unemployed
45.0,81463.2,19084.5,Yes,Bachelors,Male,783.0,Self-Employed
35.0,100164.37,11680.85,Yes,Bachelors,Male,738.0,Employed
39.0,81079.91,13180.49,Yes,Masters,Female,813.0,Employed
49.0,74978.8,9875.09,Yes,Bachelors,Female,719.0,Self-Employed
26.0,118667.74,20022.18,No,High School,Female,638.0,Employed
34.0,27441.06,,Yes,Bachelors,Female,685.0,Employed
,114014.18,26381.82,Yes,Bachelors,Female,660.0,Employed
42.0,104838.69,21301.21,Yes,Bachelors,Male,727.0,Employed
46.0,67031.07,12793.51,No,Masters,Male,728.0,Employed
23.0,55859.15,7246.12,Yes,Bachelors,Male,659.0,Self-Employed
38.0,56834.13,11862.16,Yes,High School,Female,709.0,Self-Employed
47.0,64229.41,14213.08,Yes,High School,Male,742.0,Unemployed
19.0,93927.13,5988.85,Yes,PhD,Female,670.0,Employed
37.0,,10753.09,Yes,Masters,Male,881.0,Employed
26.0,110194.71,20079.68,Yes,Masters,Female,695.0,Employed
32.0,,10705.5,Yes,Bachelors,Male,710.0,Employed
13.0,93535.89,10630.27,Yes,Bachelors,Male,686.0,Self-Employed
52.0,45407.98,17592.02,No,Masters,Female,650.0,Employed
34.0,,12291.36,Yes,Masters,Male,681.0,Self-Employed
30.0,77734.71,15060.09,Yes,High School,Female,692.0,Employed
41.0,81280.36,16961.73,Yes,High School,Male,739.0,Employed
28.0,56163.98,11907.48,Yes,Masters,Male,725.0,Self-Employed
27.0,62346.87,18858.71,Yes,Bachelors,Female,659.0,Employed
53.0,45298.76,18454.48,Yes,Masters,Male,743.0,Employed
56.0,85281.86,16625.76,Yes,Masters,Female,724.0,Employed
32.0,96851.02,22556.47,No,Masters,Male,781.0,Self-Employed
49.0,75646.28,19396.21,Yes,High School,Female,821.0,Self-Employed
42.0,16412.86,13639.14,Yes,High School,Female,753.0,Self-Employed
24.0,97134.24,11188.62,Yes,High School,Female,755.0,Self-Employed
29.0,72382.67,15774.82,Yes,Bachelors,Female,681.0,Unemployed
54.0,16912.11,14654.03,Yes,PhD,Female,713.0,Self-Employed
24.0,35934.52,14706.2,Yes,Masters,Female,596.0,Employed
61.0,48926.66,12203.16,Yes,Bachelors,Male,696.0,Employed
32.0,69991.81,15205.19,Yes,Bachelors,Female,745.0,Self-Employed
54.0,49570.0,22811.03,Yes,High School,Male,800.0,Unemployed
35.0,52201.02,18444.02,Yes,Bachelors,Female,707.0,Employed
46.0,88278.57,15685.3,Yes,Masters,Male,706.0,Employed
52.0,93747.7,21189.99,Yes,Bachelors,Female,,Self-Employed
52.0,88989.66,18635.41,No,High School,Male,674.0,Employed
32.0,37280.02,13364.47,Yes,Bachelors,Female,672.0,Employed
,88860.03,14734.53,Yes,PhD,Female,676.0,Employed
37.0,60421.98,19504.04,Yes,High School,Male,783.0,Unemployed
25.0,109251.06,16196.8,Yes,High School,Male,,Employed
40.0,75205.54,17131.14,Yes,Masters,Female,663.0,Employed
30.0,94327.89,8732.62,No,PhD,Male,669.0,Unemployed
49.0,81122.94,12368.1,Yes,PhD,Female,623.0,Employed
32.0,78656.73,14712.8,Yes,Bachelors,Female,702.0,Employed
21.0,62638.17,20658.46,No,Bachelors,Female,687.0,Employed
,94149.18,,Yes,PhD,Male,728.0,Employed
40.0,88619.9,10497.54,Yes,High School,Female,757.0,Employed
38.0,63378.61,11894.85,Yes,High School,Female,680.0,Employed
49.0,61192.86,17235.69,No,Bachelors,Female,709.0,Employed
47.0,55751.03,25634.37,Yes,High School,Female,,Employed
30.0,86351.04,10018.88,Yes,High School,Female,685.0,Employed
34.0,74726.9,5186.13,No,Bachelors,Female,658.0,Employed
27.0,75753.25,15820.55,Yes,High School,Female,741.0,Employed
23.0,62789.99,8254.9,Yes,Masters,Male,777.0,Employed
44.0,99155.93,17837.8,Yes,Bachelors,Female,774.0,Employed
42.0,40221.86,18906.03,Yes,High School,Male,685.0,Employed
46.0,85642.76,13899.24,No,PhD,Male,666.0,Employed
51.0,89638.49,12751.98,No,High School,Female,707.0,Employed
46.0,63651.48,11438.05,No,Masters,Female,721.0,Self-Employed
47.0,41002.91,,No,Masters,Female,719.0,Employed
17.0,,8408.63,No,Masters,Female,691.0,Self-Employed
35.0,93929.79,12696.91,Yes,High School,Female,779.0,Employed
48.0,105439.54,11348.47,Yes,Masters,Male,787.0,Employed
26.0,83142.18,16381.42,Yes,Masters,Female,652.0,Self-Employed
39.0,57725.41,16742.27,Yes,Bachelors,Female,672.0,Self-Employed
43.0,83866.11,22049.03,No,Masters,Female,708.0,Employed
42.0,80010.61,10101.13,No,Bachelors,Male,714.0,Employed
42.0,76437.12,13271.79,No,PhD,Female,744.0,Employed
44.0,,19677.8,Yes,High School,Male,701.0,Self-Employed
40.0,81969.32,17369.03,Yes,Bachelors,Female,709.0,Employed
23.0,79398.08,11697.57,Yes,PhD,Female,602.0,Employed
43.0,118553.28,8385.97,No,Masters,Female,781.0,Employed
41.0,71750.07,24251.57,Yes,Bachelors,Male,630.0,Employed
24.0,103907.41,7036.73,Yes,Masters,Female,630.0,Employed
52.0,,8760.04,Yes,Masters,Female,640.0,Employed
43.0,70998.84,15935.44,Yes,Masters,Female,676.0,Employed
24.0,94743.91,19804.46,No,Bachelors,Male,771.0,Employed
30.0,54332.27,10615.06,Yes,Masters,Male,771.0,Employed
32.0,66156.52,18411.23,Yes,Bachelors,Female,693.0,Employed
32.0,59284.42,9953.17,Yes,PhD,Male,644.0,Employed
41.0,66849.33,19005.61,Yes,Masters,Male,737.0,Unemployed
28.0,29914.25,19066.0,Yes,Masters,Male,703.0,Self-Employed
49.0,105987.59,10611.2,Yes,PhD,Male,762.0,Employed
48.0,63909.87,19389.59,Yes,Masters,Male,657.0,Self-Employed
44.0,85739.0,10095.39,Yes,Masters,Male,704.0,Employed
38.0,74906.54,2596.67,No,Masters,Female,755.0,Employed
47.0,64567.45,14263.74,Yes,Bachelors,Female,767.0,Employed
35.0,44457.1,16928.54,No,High School,Female,790.0,Employed
31.0,51718.88,18794.56,Yes,Bachelors,Female,791.0,Employed
50.0,65286.58,20367.38,Yes,Masters,Male,712.0,Self-Employed
41.0,60507.17,9800.7,No,Masters,Female,767.0,Employed
,50524.3,14944.73,Yes,Bachelors,Female,770.0,Employed
34.0,56258.15,12792.8,No,PhD,Female,658.0,Employed
31.0,79223.16,14936.67,Yes,Bachelors,Female,750.0,Employed
58.0,87537.76,26504.04,No,Bachelors,Female,709.0,Employed
38.0,46670.55,14042.37,Yes,High School,Male,752.0,Unemployed
40.0,52398.13,10098.84,No,Masters,Female,744.0,Self-Employed
45.0,74300.47,13721.72,No,Bachelors,Female,773.0,Employed
26.0,66730.83,19227.47,Yes,High School,Female,752.0,Employed
49.0,62675.05,17423.7,Yes,Masters,Male,705.0,Employed
32.0,88447.97,20201.68,No,High School,Female,730.0,Employed
56.0,73696.26,24242.01,Yes,High School,Male,679.0,Unemployed
35.0,37536.92,24029.01,No,High School,Male,784.0,Employed
48.0,54010.16,10986.51,Yes,Bachelors,Male,765.0,Employed
13.0,36778.33,18746.54,No,Bachelors,Female,656.0,Employed
26.0,66416.29,6256.02,Yes,Bachelors,Male,737.0,Employed
35.0,43437.67,20458.98,No,Bachelors,Female,795.0,Employed
18.0,34777.87,7258.38,Yes,Bachelors,Male,758.0,Self-Employed
44.0,28895.08,,Yes,Bachelors,Female,743.0,Employed
41.0,109688.05,14051.91,Yes,Bachelors,Male,753.0,Unemployed
28.0,42692.67,19655.89,Yes,PhD,Male,727.0,Employed
38.0,63686.85,10304.75,No,Bachelors,Male,683.0,Unemployed
46.0,71189.58,12353.49,Yes,Bachelors,Male,700.0,Self-Employed
,72380.88,10825.36,No,Bachelors,Male,686.0,Employed
25.0,82417.84,15738.98,Yes,Masters,Female,740.0,Employed
35.0,68979.84,19608.8,No,Bachelors,Male,784.0,Employed
38.0,60928.0,,Yes,High School,Female,776.0,Employed
37.0,74394.86,11896.74,No,Bachelors,Male,663.0,Self-Employed
47.0,74188.62,22669.63,No,Bachelors,Female,,Self-Employed
43.0,71014.17,,Yes,High School,Male,691.0,Self-Employed
,82817.82,11084.06,No,Bachelors,Male,730.0,Employed
24.0,57485.26,10533.09,Yes,High School,Female,676.0,Employed
39.0,65984.07,12969.45,No,PhD,Male,763.0,Unemployed
35.0,43483.62,19901.61,Yes,Bachelors,Male,656.0,Employed
53.0,65101.33,2044.76,Yes,Masters,Female,760.0,Unemployed
40.0,57237.02,21547.65,Yes,Bachelors,Male,748.0,Self-Employed
31.0,91107.18,13209.96,Yes,Bachelors,Female,656.0,Employed
47.0,40750.87,8878.51,Yes,High School,Female,715.0,Self-Employed
44.0,60495.47,15709.09,Yes,Bachelors,Male,695.0,Self-Employed
,59516.54,16406.42,No,Bachelors,Female,666.0,Employed
35.0,83416.14,19354.24,No,Bachelors,Male,753.0,Self-Employed
35.0,44472.45,20733.3,Yes,Bachelors,Female,734.0,Employed
50.0,70074.42,16729.54,Yes,Bachelors,Male,682.0,Employed
40.0,71573.07,17529.0,Yes,High School,Male,806.0,Self-Employed
45.0,88473.57,15321.49,No,Masters,Male,706.0,Employed
33.0,52902.12,18325.25,Yes,Bachelors,Female,677.0,Employed
41.0,43851.96,11948.14,Yes,PhD,Female,728.0,Employed
51.0,79500.97,13040.46,No,PhD,Male,800.0,Employed
34.0,42103.7,7164.24,Yes,Bachelors,Female,664.0,Employed
39.0,59545.22,23255.84,Yes,Bachelors,Male,726.0,Employed
24.0,65227.61,11843.56,Yes,High School,Male,710.0,Employed
30.0,82314.89,20377.54,Yes,PhD,Male,736.0,Employed
35.0,39164.87,21293.78,Yes,Bachelors,Male,674.0,Employed
27.0,64077.75,7272.06,Yes,PhD,Female,741.0,Employed
51.0,70520.86,15682.56,No,High School,Male,737.0,Employed
30.0,52779.37,18282.22,Yes,Bachelors,Female,761.0,Self-Employed
46.0,62847.63,12243.02,Yes,Bachelors,Female,742.0,Employed
40.0,87780.98,8163.38,Yes,Masters,Female,766.0,Employed
38.0,59858.49,22417.81,Yes,Masters,Male,741.0,Employed
53.0,62721.01,18241.05,Yes,Bachelors,Female,768.0,Employed
15.0,87712.19,15206.66,Yes,Bachelors,Female,758.0,Self-Employed
36.0,65637.79,9769.75,Yes,Masters,Male,744.0,Employed
27.0,96766.81,9925.84,Yes,Masters,Female,749.0,Employed
18.0,37232.26,15836.98,Yes,Bachelors,Male,737.0,Unemployed
26.0,64532.28,12673.97,No,Masters,Female,686.0,Employed
38.0,85525.82,16095.57,Yes,Bachelors,Male,725.0,Employed
31.0,55613.17,16864.76,Yes,Masters,Male,693.0,Employed
47.0,65312.45,12743.75,Yes,Masters,Male,746.0,Employed
36.0,95266.17,23467.77,Yes,Masters,Male,605.0,Employed
35.0,54506.26,11223.93,No,High School,Female,,Employed
35.0,79651.94,10255.35,Yes,Bachelors,Male,659.0,Employed
37.0,84933.05,17099.08,Yes,Bachelors,Male,719.0,Employed
34.0,71532.71,17408.2,Yes,Bachelors,Male,675.0,Self-Employed
29.0,70800.25,9992.4,Yes,Bachelors,Female,806.0,Employed
48.0,49501.68,13283.91,Yes,PhD,Female,662.0,Employed
32.0,84620.75,7297.95,Yes,High School,Female,699.0,Self-Employed
34.0,44913.3,12174.81,Yes,Masters,Male,796.0,Employed
42.0,77824.77,19014.43,Yes,Bachelors,Female,778.0,Unemployed
41.0,59631.97,8530.39,No,Bachelors,Female,776.0,Self-Employed
29.0,62105.13,9543.05,Yes,High School,Male,639.0,Self-Employed
,65974.61,10855.22,Yes,PhD,Male,710.0,Employed
43.0,79989.94,20703.81,No,Bachelors,Male,671.0,Self-Employed
40.0,101238.85,19997.77,Yes,High School,Female,742.0,Self-Employed
34.0,72226.69,4512.46,Yes,Bachelors,Male,755.0,Employed
34.0,55599.41,6065.75,Yes,Bachelors,Male,782.0,Employed
36.0,41208.91,15441.91,Yes,High School,Male,723.0,Self-Employed
26.0,93198.91,6960.92,Yes,Masters,Female,689.0,Employed
38.0,73507.48,21035.5,Yes,High School,Female,686.0,Employed
47.0,65367.73,4003.03,Yes,High School,Female,720.0,Employed
47.0,71170.31,11240.52,Yes,High School,Female,742.0,Employed
34.0,85333.27,16039.34,Yes,Masters,Female,756.0,Employed
,61798.57,22367.47,Yes,Bachelors,Male,,Unemployed
57.0,56679.74,14978.87,No,Bachelors,Female,662.0,Employed
35.0,43801.28,16582.33,Yes,Bachelors,Female,727.0,Unemployed
45.0,48415.61,15887.41,Yes,Masters,Female,738.0,Employed
15.0,63104.85,19703.22,Yes,Bachelors,Male,601.0,Employed
,91493.49,16539.26,No,Masters,Female,730.0,Employed
39.0,59830.33,18688.68,Yes,PhD,Female,719.0,Self-Employed
28.0,75211.83,18787.58,Yes,High School,Female,757.0,Self-Employed
58.0,92490.38,20447.91,Yes,Masters,Male,682.0,Employed
44.0,77635.27,4133.23,Yes,Bachelors,Male,716.0,Unemployed
48.0,109474.08,7393.85,Yes,Bachelors,Female,,Self-Employed
38.0,71355.01,18383.22,No,Bachelors,Male,727.0,Employed
28.0,66860.38,24818.3,Yes,Masters,Male,676.0,Self-Employed
33.0,62366.29,16626.1,Yes,PhD,Female,762.0,Employed
41.0,109846.5,13711.09,No,High School,Male,647.0,Employed
32.0,94388.99,19926.83,Yes,Masters,Female,742.0,Unemployed
45.0,40812.62,21607.23,Yes,Bachelors,Male,849.0,Employed
45.0,112201.77,18367.68,Yes,Masters,Male,710.0,Employed
38.0,79959.61,14821.81,Yes,Bachelors,Male,,Self-Employed
20.0,72580.91,15247.41,Yes,High School,Female,698.0,Self-Employed
55.0,80365.52,16315.27,Yes,Bachelors,Female,797.0,Employed
36.0,50824.24,21626.58,Yes,Bachelors,Female,711.0,Employed
65.0,,17103.88,Yes,PhD,Male,725.0,Self-Employed
45.0,63826.04,17169.38,Yes,High School,Male,725.0,Employed
36.0,62793.13,19779.06,Yes,Bachelors,Male,659.0,Employed
42.0,89177.33,14752.67,No,Bachelors,Female,748.0,Employed
18.0,64710.63,16288.52,Yes,Bachelors,Female,717.0,Unemployed
48.0,71992.8,24823.38,Yes,Masters,Male,712.0,Employed
64.0,76554.79,11821.12,Yes,High School,Female,620.0,Employed
17.0,88872.13,12148.75,Yes,Bachelors,Female,803.0,Employed
35.0,95360.5,10704.11,Yes,PhD,Male,834.0,Self-Employed
37.0,70296.46,16578.61,Yes,Bachelors,Female,,Self-Employed
47.0,62434.51,16877.75,Yes,High School,Male,726.0,Employed
59.0,108075.91,5415.65,No,Bachelors,Male,728.0,Employed
42.0,18393.58,19820.97,Yes,High School,Male,809.0,Employed
59.0,87347.78,9589.89,No,PhD,Female,684.0,Employed
40.0,67118.94,17250.78,Yes,High School,Male,792.0,Employed
43.0,81410.1,15636.28,No,High School,Female,678.0,Employed
41.0,70816.67,832.64,No,Masters,Female,717.0,Employed
50.0,95629.68,3164.7,Yes,Masters,Female,,Self-Employed
34.0,78382.48,9392.03,Yes,High School,Male,746.0,Employed
46.0,41581.03,20889.6,Yes,Masters,Female,722.0,Self-Employed
,40680.67,5630.79,Yes,Bachelors,Female,,Employed
35.0,65699.09,20559.52,Yes,Masters,Male,775.0,Employed
32.0,82152.63,6168.94,Yes,Bachelors,Female,715.0,Self-Employed
39.0,96144.16,4070.78,No,Masters,Male,738.0,Employed
35.0,56611.8,16483.38,Yes,Masters,Male,784.0,Employed
49.0,25772.33,14826.35,Yes,Masters,Female,724.0,Employed
29.0,78621.62,6201.56,Yes,High School,Male,697.0,Employed
21.0,70847.25,8989.93,Yes,Bachelors,Male,756.0,Self-Employed
24.0,72864.59,16525.21,Yes,Bachelors,Female,781.0,Employed
48.0,47975.85,13144.62,Yes,PhD,Male,780.0,Employed
28.0,93855.87,18103.4,Yes,PhD,Male,755.0,Unemployed
42.0,53673.75,13318.66,No,Masters,Female,799.0,Self-Employed
35.0,76161.07,19935.15,Yes,Bachelors,Female,729.0,Employed
46.0,75513.85,9266.71,Yes,Masters,Male,697.0,Self-Employed
36.0,80997.65,17937.95,No,Masters,Male,651.0,Employed
66.0,55107.89,8660.48,No,Bachelors,Male,671.0,Self-Employed
57.0,51532.73,16537.9,Yes,Bachelors,Male,743.0,Employed
35.0,87061.18,18197.86,No,High School,Female,743.0,Employed
33.0,81052.7,9685.48,No,High School,Female,793.0,Employed
69.0,76701.35,16890.03,No,High School,Male,753.0,Employed
27.0,,17818.59,Yes,Masters,Female,,Employed
37.0,76833.95,17498.81,Yes,Bachelors,Female,692.0,Employed
38.0,62599.16,11267.94,Yes,Masters,Female,779.0,Self-Employed
38.0,80359.79,13181.81,No,Masters,Male,841.0,Self-Employed
21.0,79009.38,23545.9,Yes,Masters,Male,704.0,Employed
43.0,79511.1,10575.73,Yes,Masters,Female,683.0,Employed
28.0,52338.72,,Yes,Masters,Male,686.0,Employed
52.0,50418.67,13966.94,No,Bachelors,Female,802.0,Employed
23.0,87603.19,16687.9,Yes,High School,Female,758.0,Employed
39.0,67031.98,22022.16,Yes,Bachelors,Male,724.0,Self-Employed
16.0,31136.05,12041.91,No,Masters,Male,748.0,Employed
16.0,42572.81,16826.43,Yes,Bachelors,Female,640.0,Self-Employed
30.0,43629.49,18543.85,Yes,Bachelors,Female,806.0,Employed
31.0,91346.49,13341.89,No,Masters,Female,755.0,Employed
53.0,69032.46,10756.31,Yes,Bachelors,Female,762.0,Employed
38.0,70707.11,15504.19,No,Bachelors,Female,698.0,Self-Employed
51.0,62935.01,15114.11,Yes,Bachelors,Male,660.0,Employed
34.0,48824.58,6810.46,Yes,Masters,Female,730.0,Employed
44.0,85195.95,11067.34,Yes,Bachelors,Female,746.0,Employed
,83046.55,18630.38,Yes,Masters,Male,729.0,Employed
30.0,55909.86,12747.58,Yes,Masters,Male,766.0,Employed
20.0,98041.13,17307.29,No,High School,Female,677.0,Employed
41.0,84898.58,9747.49,Yes,Masters,Female,676.0,Self-Employed
41.0,52923.3,15626.87,Yes,PhD,Male,680.0,Employed
46.0,64253.83,15617.97,Yes,Masters,Female,665.0,Self-Employed
40.0,62640.8,16495.73,Yes,Masters,Female,699.0,Employed
58.0,76247.87,13114.04,Yes,High School,Male,703.0,Employed
40.0,41427.33,15794.06,No,Masters,Female,728.0,Employed
48.0,55899.08,24475.98,No,Masters,Female,765.0,Employed
35.0,85887.95,,Yes,Bachelors,Female,738.0,Employed
29.0,38262.81,22361.53,No,Bachelors,Male,648.0,Self-Employed
45.0,66045.07,14135.03,No,Bachelors,Male,760.0,Unemployed
37.0,45474.63,2047.22,Yes,Bachelors,Male,664.0,Employed
46.0,88264.06,18756.93,Yes,Masters,Male,615.0,Employed
42.0,76866.15,24826.36,Yes,Bachelors,Male,761.0,Unemployed
30.0,40645.95,15690.16,No,Bachelors,Female,771.0,Employed
49.0,49151.56,12146.46,No,Masters,Female,788.0,Self-Employed
29.0,70278.29,15444.65,Yes,High School,Male,734.0,Employed
44.0,23859.64,20832.15,Yes,High School,Male,794.0,Employed
51.0,47997.37,15682.14,Yes,High School,Male,639.0,Employed
34.0,53520.56,11625.43,Yes,Masters,Female,702.0,Employed
50.0,95696.77,10064.61,Yes,PhD,Male,766.0,Employed
42.0,58466.63,18572.76,Yes,High School,Male,720.0,Unemployed
47.0,83187.58,30657.84,Yes,Bachelors,Female,745.0,Employed
30.0,60541.22,9151.04,No,Bachelors,Male,744.0,Self-Employed
40.0,84890.84,18131.66,No,Bachelors,Male,765.0,Employed
24.0,38955.75,18438.74,Yes,Bachelors,Male,817.0,Employed
55.0,55534.54,9393.52,No,Masters,Male,745.0,Employed
18.0,67813.65,19027.8,Yes,Bachelors,Female,751.0,Employed
,73556.74,25179.8,No,Bachelors,Female,675.0,Employed
29.0,76475.74,19775.81,Yes,Bachelors,Female,698.0,Employed
45.0,73854.12,13167.47,Yes,Bachelors,Female,,Employed
57.0,80119.06,8192.59,No,Masters,Female,712.0,Unemployed
45.0,69768.0,17239.05,Yes,Masters,Female,662.0,Self-Employed
68.0,73480.93,14273.15,Yes,PhD,Female,770.0,Unemployed
24.0,49735.94,18287.68,Yes,Bachelors,Female,695.0,Employed
25.0,37638.73,13502.85,Yes,Masters,Male,719.0,Employed
29.0,47642.84,10426.86,Yes,PhD,Female,657.0,Employed
39.0,36259.85,15363.29,Yes,Masters,Male,753.0,Self-Employed
28.0,74488.76,20823.42,Yes,Masters,Male,709.0,Unemployed
30.0,88781.84,19068.31,Yes,High School,Female,750.0,Self-Employed
44.0,51042.71,13591.87,No,Bachelors,Female,583.0,Employed
26.0,90170.12,9104.21,Yes,PhD,Female,682.0,Self-Employed
27.0,79035.85,13549.01,Yes,Bachelors,Female,763.0,Employed
34.0,58925.02,13419.62,No,Masters,Female,717.0,Employed
35.0,63012.21,14747.53,No,Bachelors,Male,827.0,Self-Employed
48.0,92309.61,24898.0,Yes,Masters,Male,736.0,Self-Employed
29.0,23525.35,13449.16,Yes,Masters,Male,764.0,Self-Employed
31.0,92228.39,15661.24,Yes,High School,Male,755.0,Employed
44.0,87920.41,18886.27,Yes,Bachelors,Male,686.0,Employed
46.0,58215.46,17535.49,Yes,Bachelors,Male,706.0,Unemployed
52.0,68142.91,22328.34,Yes,Masters,Male,754.0,Employed
43.0,102535.64,12281.63,Yes,Masters,Female,742.0,Self-Employed
39.0,43802.31,11685.82,Yes,Bachelors,Male,633.0,Employed
44.0,66359.19,13161.2,No,Bachelors,Male,770.0,Self-Employed
35.0,82944.67,10351.11,Yes,High School,Male,,Employed
35.0,74194.13,15271.68,Yes,Bachelors,Female,624.0,Employed
20.0,71041.11,15781.31,Yes,Masters,Male,689.0,Employed
47.0,106335.36,13335.5,No,Bachelors,Female,754.0,Employed
40.0,47836.36,17734.94,Yes,Masters,Female,689.0,Employed
46.0,48732.86,17878.92,Yes,Bachelors,Female,692.0,Employed
10.0,19739.25,11349.48,Yes,PhD,Male,757.0,Employed
38.0,48426.7,17872.83,No,Bachelors,Male,685.0,Employed
29.0,56698.4,9231.82,Yes,High School,Male,754.0,Unemployed
,76397.23,10361.71,No,High School,Male,659.0,Employed
44.0,89195.02,22154.07,Yes,PhD,Male,760.0,Employed
40.0,50721.57,13863.64,Yes,Bachelors,Female,777.0,Employed
34.0,67146.52,13988.0,Yes,Masters,Male,729.0,Self-Employed
42.0,97918.52,23334.81,No,Masters,Male,720.0,Self-Employed
29.0,66250.07,15876.94,Yes,Bachelors,Female,667.0,Self-Employed
37.0,80374.02,13705.96,Yes,High School,Male,767.0,Self-Employed
32.0,92417.49,10501.94,No,Bachelors,Female,726.0,Self-Employed
61.0,51402.29,17326.7,No,Bachelors,Female,777.0,Employed
53.0,47333.14,22247.4,Yes,Bachelors,Male,748.0,Unemployed
49.0,102420.67,14664.4,Yes,Bachelors,Female,791.0,Employed
23.0,81584.27,21443.48,Yes,Bachelors,Female,764.0,Employed
47.0,43460.51,14274.78,No,Masters,Female,768.0,Self-Employed
40.0,48866.79,11223.63,Yes,PhD,Female,734.0,Employed
50.0,65992.58,12570.16,Yes,Bachelors,Female,704.0,Employed
41.0,97872.94,11275.61,No,Bachelors,Male,718.0,Unemployed
38.0,89634.67,21886.87,Yes,Masters,Female,700.0,Employed
40.0,91341.29,20655.76,Yes,Bachelors,Female,747.0,Employed
20.0,61271.5,16949.26,Yes,Bachelors,Female,644.0,Self-Employed
30.0,69846.81,3145.87,Yes,Bachelors,Female,737.0,Employed
42.0,54032.99,,Yes,Masters,Male,730.0,Employed
49.0,61686.87,13093.06,Yes,Masters,Male,,Employed
32.0,47543.8,11890.49,No,Bachelors,Female,681.0,Employed
38.0,52561.88,13334.9,Yes,Masters,Female,656.0,Employed
22.0,55476.97,15199.38,No,Bachelors,Female,682.0,Employed
53.0,67098.0,17152.05,Yes,Bachelors,Female,717.0,Employed
49.0,78413.97,20438.55,Yes,Bachelors,Male,,Self-Employed
45.0,103325.76,17641.53,Yes,Masters,Female,711.0,Employed
42.0,62689.98,15144.12,Yes,Masters,Female,719.0,Employed
54.0,81758.67,13141.57,Yes,Masters,Female,675.0,Employed
30.0,66415.6,10609.96,Yes,Bachelors,Male,730.0,Employed
29.0,89257.5,16900.15,No,Bachelors,Male,625.0,Unemployed
49.0,44893.89,,No,Masters,Female,778.0,Employed
48.0,59288.54,11181.99,Yes,Masters,Male,703.0,Unemployed
26.0,83256.93,,No,Bachelors,Female,794.0,Self-Employed
33.0,81631.43,18918.25,Yes,PhD,Female,712.0,Self-Employed
55.0,81998.94,12890.21,Yes,PhD,Male,741.0,Employed
42.0,98184.84,9161.23,Yes,Bachelors,Male,805.0,Employed
46.0,35325.65,10266.39,Yes,Bachelors,Male,736.0,Employed
26.0,44911.1,17581.06,Yes,PhD,Female,685.0,Employed
45.0,81225.11,22858.06,No,High School,Female,768.0,Employed
,86268.24,20077.97,Yes,Bachelors,Female,736.0,Employed
18.0,83101.86,5609.34,Yes,PhD,Male,663.0,Employed
45.0,124173.86,14518.9,Yes,Masters,Male,650.0,Employed
52.0,51682.52,19080.02,Yes,Masters,Male,682.0,Employed
35.0,77384.14,7621.2,No,High School,Male,796.0,Unemployed
33.0,68582.2,23094.13,No,High School,Female,727.0,Employed
55.0,82427.63,,Yes,Masters,Male,717.0,Employed
36.0,77516.47,18024.16,Yes,High School,Female,782.0,Employed
37.0,59647.95,13247.42,No,Bachelors,Female,811.0,Employed
55.0,77756.03,16091.32,Yes,Masters,Female,723.0,Self-Employed
34.0,71669.38,15429.2,Yes,Bachelors,Male,754.0,Employed
31.0,72563.91,10623.26,Yes,Bachelors,Male,755.0,Self-Employed
46.0,92675.63,17678.93,Yes,Masters,Female,777.0,Self-Employed
31.0,119613.63,13866.47,Yes,PhD,Male,715.0,Self-Employed
37.0,31724.2,17915.64,Yes,PhD,Female,781.0,Employed
25.0,95776.83,11747.98,Yes,Masters,Female,639.0,Employed
40.0,82849.48,13779.67,Yes,Bachelors,Male,739.0,Employed
39.0,55166.52,17783.03,Yes,Bachelors,Female,675.0,Unemployed
48.0,62748.41,11384.19,Yes,Bachelors,Male,693.0,Unemployed
47.0,87641.26,20856.88,Yes,Bachelors,Male,795.0,Employed
44.0,71010.71,16476.56,No,Masters,Female,702.0,Employed
42.0,69020.07,24914.39,Yes,Masters,Male,720.0,Employed
37.0,56266.91,14179.69,Yes,High School,Female,708.0,Employed
44.0,54818.12,16365.83,Yes,High School,Female,726.0,Employed
27.0,50686.09,13872.37,No,Masters,Female,772.0,Employed
15.0,59801.73,15028.41,No,Masters,Male,714.0,Employed
50.0,67429.66,17777.83,No,Bachelors,Male,770.0,Employed
,77089.15,23092.04,Yes,Masters,Male,749.0,Employed
37.0,53539.2,22154.97,Yes,Bachelors,Male,659.0,Employed
49.0,85110.34,18905.2,No,Masters,Male,742.0,Employed
31.0,51841.64,9662.97,Yes,Bachelors,Female,782.0,Employed
31.0,85377.9,13157.52,No,Bachelors,Female,723.0,Employed
30.0,52679.79,,Yes,PhD,Female,733.0,Employed
44.0,110341.7,11020.44,Yes,Bachelors,Female,746.0,Employed
22.0,82966.4,14917.62,Yes,Bachelors,Male,775.0,Self-Employed
30.0,86820.54,,Yes,Masters,Male,793.0,Employed
41.0,,24101.83,Yes,Bachelors,Female,768.0,Unemployed
26.0,82142.29,14213.99,Yes,High School,Male,728.0,Employed
31.0,44956.84,7133.88,Yes,PhD,Female,758.0,Employed
16.0,50478.94,18853.23,Yes,Bachelors,Female,767.0,Employed
44.0,63853.0,20224.41,No,High School,Female,670.0,Employed
31.0,100357.89,26393.13,Yes,Bachelors,Male,602.0,Employed
27.0,90131.41,12799.06,No,Bachelors,Male,,Employed
25.0,25269.22,8135.91,No,Masters,Female,709.0,Self-Employed
34.0,50278.69,16763.04,Yes,Masters,Female,732.0,Employed
22.0,68264.19,17621.76,Yes,Masters,Female,669.0,Self-Employed
57.0,,17892.01,Yes,Bachelors,Male,,Employed
14.0,74883.78,12982.66,Yes,Bachelors,Male,726.0,Unemployed
33.0,19252.38,17141.32,Yes,High School,Male,693.0,Employed
,46546.91,,Yes,PhD,Male,755.0,Employed
30.0,84401.38,12184.04,No,Masters,Female,650.0,Employed
40.0,,9515.49,Yes,High School,Male,728.0,Employed
30.0,72698.4,13382.19,Yes,Masters,Male,798.0,Employed
53.0,92239.52,14662.45,Yes,PhD,Male,710.0,Employed
27.0,63076.59,18434.18,No,Bachelors,Male,758.0,Employed
14.0,83976.03,14842.51,Yes,PhD,Female,757.0,Employed
25.0,102836.89,12439.76,Yes,High School,Female,702.0,Employed
42.0,74488.79,17684.13,No,High School,Male,651.0,Employed
37.0,52112.45,14637.23,Yes,Bachelors,Male,690.0,Employed
46.0,61469.84,11525.55,No,High School,Male,736.0,Unemployed
43.0,51935.3,16703.72,No,Masters,Female,773.0,Employed
32.0,25179.72,18340.61,Yes,Bachelors,Male,639.0,Employed
33.0,54189.02,14554.75,No,Bachelors,Male,680.0,Unemployed
34.0,82710.07,23249.78,Yes,Masters,Male,721.0,Employed
57.0,70187.94,21177.87,Yes,PhD,Female,678.0,Employed
45.0,97177.44,17606.75,Yes,High School,Female,792.0,Employed
57.0,72878.47,13175.14,Yes,Masters,Male,713.0,Employed
46.0,87672.29,5899.48,Yes,Masters,Male,733.0,Employed
37.0,34806.62,8917.39,No,Bachelors,Female,,Employed
28.0,61227.43,19451.05,No,Masters,Female,756.0,Employed
40.0,64620.96,10381.09,Yes,Bachelors,Female,674.0,Employed
37.0,53491.08,17050.54,Yes,Bachelors,Female,742.0,Employed
37.0,100514.95,10530.49,No,Masters,Female,800.0,Employed
,31401.37,14095.88,No,Bachelors,Male,761.0,Unemployed
17.0,67722.4,12598.01,Yes,Masters,Male,730.0,Employed
51.0,92650.21,19181.99,Yes,High School,Female,681.0,Unemployed
37.0,85267.16,19532.63,Yes,Masters,Male,684.0,Employed
24.0,62403.8,6913.94,No,High School,Male,742.0,Self-Employed
43.0,51999.61,21747.33,Yes,Bachelors,Female,727.0,Employed
29.0,91820.02,13691.3,Yes,High School,Female,765.0,Self-Employed
44.0,59577.95,20429.25,No,Masters,Female,718.0,Employed
47.0,,21576.92,Yes,Bachelors,Male,747.0,Self-Employed
48.0,90001.62,12181.25,Yes,Masters,Male,725.0,Employed
36.0,76147.57,23100.21,Yes,High School,Female,752.0,Employed
34.0,62959.58,6057.77,Yes,PhD,Male,705.0,Employed
32.0,76504.34,9821.44,No,Bachelors,Male,647.0,Employed
31.0,78902.65,12908.39,Yes,Masters,Female,770.0,Employed
38.0,68925.06,9835.01,No,Masters,Female,713.0,Employed
36.0,73074.52,7767.72,Yes,Masters,Male,788.0,Employed
30.0,26746.45,20130.64,Yes,Bachelors,Male,725.0,Employed
27.0,67887.99,12763.01,Yes,Bachelors,Male,722.0,Employed
37.0,57207.97,15391.85,Yes,High School,Male,787.0,Unemployed
34.0,54013.24,18382.64,No,Bachelors,Male,688.0,Self-Employed
27.0,56306.43,20452.27,No,Bachelors,Male,698.0,Employed
46.0,60067.21,22757.71,Yes,Masters,Male,742.0,Self-Employed
56.0,,10635.47,Yes,High School,Male,678.0,Employed
48.0,73321.37,22736.18,Yes,Masters,Female,810.0,Employed
31.0,55329.4,15808.42,Yes,Bachelors,Female,704.0,Self-Employed
37.0,80361.72,15841.36,Yes,High School,Female,711.0,Unemployed
53.0,84717.3,13607.26,No,Bachelors,Female,788.0,Self-Employed
26.0,84512.14,16544.07,No,Masters,Male,723.0,Self-Employed
46.0,88702.68,22718.51,Yes,Bachelors,Female,,Unemployed
24.0,58632.87,18287.45,No,Bachelors,Female,769.0,Employed
55.0,64586.03,20494.13,Yes,Masters,Female,763.0,Employed
34.0,74932.0,10649.8,No,High School,Female,664.0,Employed
60.0,61501.04,12839.6,No,Masters,Male,685.0,Self-Employed
55.0,46830.1,15412.93,Yes,Masters,Female,670.0,Employed
37.0,59952.8,17521.63,Yes,Bachelors,Male,535.0,Unemployed
31.0,102693.82,16728.65,Yes,Bachelors,Male,826.0,Employed
40.0,55136.76,23989.27,Yes,Masters,Female,650.0,Employed
36.0,54125.09,11670.69,Yes,High School,Female,679.0,Employed
,59061.58,,No,Bachelors,Female,745.0,Employed
21.0,81138.37,17546.56,Yes,Masters,Male,737.0,Employed
33.0,76960.27,12995.8,Yes,PhD,Female,753.0,Employed
27.0,84124.77,14675.08,No,Bachelors,Male,734.0,Employed
44.0,120650.64,11684.64,No,Masters,Male,796.0,Employed
48.0,86421.05,16477.49,Yes,Bachelors,Male,691.0,Employed
45.0,87990.05,8407.4,Yes,Bachelors,Male,808.0,Employed
41.0,127193.06,23457.77,No,Masters,Male,700.0,Employed
29.0,79791.21,13780.02,Yes,Masters,Female,657.0,Employed
40.0,62162.22,11432.9,Yes,Masters,Female,,Employed
46.0,63942.66,6312.91,Yes,Masters,Male,746.0,Self-Employed
32.0,91135.95,13228.04,Yes,Bachelors,Female,783.0,Unemployed
39.0,44964.33,13815.13,No,Bachelors,Female,754.0,Employed
37.0,31068.15,16528.69,No,Masters,Female,661.0,Employed
55.0,53578.7,13951.75,Yes,Bachelors,Female,677.0,Employed
47.0,86397.16,29482.07,Yes,PhD,Male,692.0,Employed
44.0,81854.52,8648.79,Yes,PhD,Male,733.0,Employed
,66800.15,18070.02,Yes,High School,Female,771.0,Employed
40.0,91383.77,17029.87,No,PhD,Female,728.0,Employed
36.0,82165.91,8261.19,Yes,Masters,Female,638.0,Employed
36.0,76879.5,13371.86,Yes,Bachelors,Female,788.0,Employed
22.0,69654.59,26745.49,No,Bachelors,Male,688.0,Self-Employed
27.0,87927.04,12383.69,Yes,Masters,Female,783.0,Employed
37.0,85106.19,25103.04,No,Masters,Female,703.0,Employed
49.0,64538.88,14446.68,No,High School,Male,710.0,Employed
32.0,86268.23,15162.4,Yes,Masters,Male,737.0,Employed
34.0,56925.6,13127.06,Yes,Masters,Male,765.0,Employed
56.0,74697.58,10036.21,Yes,PhD,Female,829.0,Self-Employed
35.0,78008.09,8931.39,Yes,Bachelors,Male,700.0,Employed
37.0,63299.58,11966.8,Yes,High School,Female,712.0,Self-Employed
37.0,72682.12,18763.09,No,Bachelors,Female,675.0,Employed
25.0,82160.81,17706.13,Yes,Masters,Male,678.0,Self-Employed
44.0,48351.34,13146.52,Yes,PhD,Female,710.0,Employed
31.0,73679.96,24396.4,Yes,Bachelors,Female,,Employed
38.0,114295.03,10785.1,Yes,Masters,Female,692.0,Employed
42.0,53473.31,17288.7,Yes,High School,Male,769.0,Employed
57.0,90599.39,8458.9,Yes,Bachelors,Male,701.0,Employed
25.0,68087.05,16510.12,Yes,Masters,Female,775.0,Employed
47.0,93659.83,17575.18,Yes,PhD,Female,597.0,Employed
47.0,1400598.056378007,14017.03,Yes,PhD,Female,688.0,Self-Employed
32.0,70121.34,15223.59,Yes,PhD,Male,771.0,Employed
44.0,114217.59,12616.23,Yes,Bachelors,Female,743.0,Self-Employed
54.0,66535.93,19652.67,No,Masters,Male,714.0,Employed
30.0,82668.4,19374.98,No,Masters,Male,736.0,Self-Employed
40.0,81890.5,17191.6,No,PhD,Male,743.0,Employed
42.0,29429.22,18501.61,Yes,PhD,Female,718.0,Employed
43.0,78924.57,17764.13,No,Bachelors,Male,705.0,Self-Employed
46.0,45249.39,12947.58,Yes,Masters,Male,766.0,Employed
,82658.05,16779.7,Yes,Bachelors,Female,764.0,Employed
43.0,72354.29,18769.26,Yes,Bachelors,Male,772.0,Self-Employed
29.0,47697.25,13977.99,Yes,Bachelors,Male,826.0,Self-Employed
40.0,46190.94,17850.23,No,Masters,Male,736.0,Employed
33.0,68544.85,8392.09,Yes,PhD,Male,826.0,Employed
26.0,119620.55,9074.11,Yes,Masters,Male,801.0,Employed
33.0,102466.39,15415.18,No,Bachelors,Male,803.0,Employed
41.0,77190.87,13437.72,No,Bachelors,Male,745.0,Self-Employed
42.0,80306.36,20502.77,No,High School,Female,770.0,Employed
25.0,82032.45,14078.4,No,Bachelors,Female,805.0,Self-Employed
29.0,59310.99,20743.14,Yes,Bachelors,Male,667.0,Employed
45.0,56147.58,14869.17,Yes,PhD,Male,719.0,Self-Employed
43.0,87021.39,16755.41,No,PhD,Female,734.0,Employed
47.0,57966.03,12894.04,Yes,High School,Male,781.0,Employed
52.0,98811.05,14398.62,No,Bachelors,Male,757.0,Employed
43.0,42934.36,11348.05,Yes,High School,Male,767.0,Unemployed
34.0,51968.37,9698.93,Yes,Masters,Female,746.0,Employed
39.0,98313.28,19650.31,Yes,Masters,Male,734.0,Unemployed
55.0,64262.95,20375.31,Yes,Masters,Male,641.0,Employed
66.0,67548.03,19654.52,Yes,Bachelors,Female,699.0,Employed
43.0,82908.64,20542.58,Yes,Bachelors,Female,765.0,Employed
43.0,93175.45,16080.13,No,High School,Male,,Employed
45.0,82195.57,12802.18,Yes,Bachelors,Female,646.0,Employed
38.0,75745.27,11505.14,No,Bachelors,Male,695.0,Employed
50.0,86013.43,6223.38,Yes,Masters,Female,821.0,Self-Employed
48.0,78182.91,17678.15,Yes,PhD,Male,647.0,Employed
42.0,91702.3,15640.74,Yes,High School,Female,607.0,Employed
35.0,127138.07,16886.55,Yes,Masters,Female,777.0,Employed
23.0,80106.71,18011.0,No,PhD,Male,714.0,Employed
45.0,52803.12,21937.02,No,PhD,Male,749.0,Employed
40.0,90774.92,13357.88,No,Bachelors,Male,764.0,Employed
31.0,67075.19,17387.96,Yes,High School,Female,655.0,Employed
27.0,76742.9,12514.74,Yes,Masters,Male,765.0,Employed
45.0,,6471.67,Yes,Masters,Female,615.0,Employed
22.0,58367.49,14114.86,No,High School,Female,737.0,Employed
41.0,62583.87,22300.47,No,High School,Male,760.0,Self-Employed
46.0,23832.87,14081.33,Yes,Bachelors,Male,728.0,Employed
43.0,67971.4,10561.98,No,High School,Female,655.0,Self-Employed
34.0,,16924.21,Yes,Masters,Male,720.0,Employed
26.0,70292.69,19450.0,No,High School,Male,801.0,Self-Employed
44.0,60799.52,17558.15,No,Bachelors,Male,748.0,Self-Employed
50.0,,21776.81,Yes,PhD,Female,690.0,Employed
32.0,51149.8,10322.78,Yes,High School,Female,719.0,Employed
43.0,,,Yes,Bachelors,Male,768.0,Self-Employed
54.0,80516.74,4735.08,Yes,High School,Male,799.0,Employed
41.0,81617.91,4847.34,Yes,Masters,Male,632.0,Employed
34.0,80221.05,7684.94,Yes,Bachelors,Male,777.0,Employed
,63989.43,17400.99,Yes,Bachelors,Female,770.0,Self-Employed
31.0,91871.86,7455.88,No,High School,Female,673.0,Employed
25.0,47524.93,11808.4,No,Bachelors,Female,745.0,Self-Employed
46.0,64059.9,12882.86,No,Masters,Male,707.0,Employed
34.0,,18731.69,No,Masters,Female,676.0,Employed
35.0,87191.84,21390.72,Yes,Bachelors,Male,713.0,Unemployed
32.0,54552.32,19510.38,No,Masters,Male,650.0,Self-Employed
33.0,112851.92,7846.08,Yes,Bachelors,Female,724.0,Employed
52.0,67389.76,15893.39,Yes,Bachelors,Female,697.0,Employed
55.0,71756.41,13147.58,No,Bachelors,Female,707.0,Employed
56.0,89562.42,14181.44,Yes,Masters,Female,705.0,Self-Employed
49.0,101038.72,14671.45,No,High School,Female,711.0,Employed
43.0,71230.7,12679.25,No,Bachelors,Male,683.0,Employed
24.0,93465.31,11371.25,Yes,PhD,Female,593.0,Self-Employed
36.0,60876.74,12758.48,No,Bachelors,Male,818.0,Employed
60.0,103368.63,11543.32,Yes,High School,Male,806.0,Employed
34.0,70771.97,20081.32,Yes,Masters,Male,757.0,Employed
53.0,76288.64,14680.17,No,PhD,Male,700.0,Employed
39.0,63064.51,20051.49,Yes,High School,Female,,Employed
11.0,74319.75,20464.85,No,PhD,Female,633.0,Unemployed
44.0,55393.01,21928.42,No,PhD,Female,,Employed
51.0,68750.98,8710.78,Yes,Masters,Female,694.0,Unemployed
38.0,70342.52,16313.79,Yes,Masters,Male,654.0,Self-Employed
50.0,48881.49,8794.29,Yes,Masters,Male,778.0,Self-Employed
21.0,58576.44,24184.59,No,Masters,Female,745.0,Self-Employed
24.0,28005.67,17944.33,Yes,Masters,Male,696.0,Employed
40.0,,12652.75,Yes,Masters,Female,718.0,Employed
43.0,69718.81,13423.92,No,Bachelors,Female,674.0,Employed
52.0,89189.78,,Yes,Bachelors,Male,746.0,Employed
44.0,62860.0,13158.2,No,PhD,Female,744.0,Unemployed
26.0,69388.68,8214.1,No,Masters,Female,739.0,Employed
40.0,93233.87,17248.45,Yes,High School,Male,613.0,Self-Employed
44.0,86664.52,21164.57,Yes,Bachelors,Male,732.0,Employed
19.0,86374.9,14634.35,Yes,Bachelors,Female,664.0,Self-Employed
38.0,72384.35,18750.68,Yes,Masters,Male,765.0,Employed
35.0,60197.5,12042.37,Yes,Masters,Male,717.0,Employed
31.0,77915.23,15629.41,Yes,High School,Female,829.0,Self-Employed
43.0,95650.4,15499.27,Yes,Masters,Male,692.0,Employed
27.0,106148.97,13248.53,Yes,High School,Male,650.0,Employed
42.0,118119.71,10277.23,Yes,Masters,Female,678.0,Employed
44.0,100593.96,,Yes,Masters,Female,721.0,Self-Employed
49.0,70873.84,11574.06,Yes,PhD,Female,666.0,Unemployed
27.0,45951.48,12702.11,No,Masters,Male,601.0,Employed
23.0,82039.79,14316.22,No,Masters,Female,,Unemployed
41.0,91931.74,15722.36,Yes,Masters,Female,824.0,Self-Employed
35.0,18933.58,15714.56,Yes,Bachelors,Male,789.0,Employed
67.0,40417.88,14487.3,No,High School,Male,702.0,Employed
43.0,60863.43,15074.09,No,PhD,Female,691.0,Employed
39.0,54622.08,10716.89,Yes,Bachelors,Male,717.0,Employed
36.0,37818.86,15955.02,Yes,High School,Female,777.0,Employed
26.0,77600.96,7169.84,Yes,Bachelors,Female,691.0,Employed
44.0,94823.79,9942.75,No,Bachelors,Male,710.0,Unemployed
37.0,66231.86,9797.56,No,Masters,Male,832.0,Employed
37.0,36798.22,12144.77,Yes,Bachelors,Male,727.0,Unemployed
,74125.71,16446.23,Yes,Masters,Female,791.0,Employed
40.0,47800.64,15872.17,Yes,Masters,Male,736.0,Employed
21.0,49827.59,16366.16,Yes,Bachelors,Female,718.0,Employed
46.0,89194.75,19044.73,Yes,Bachelors,Female,719.0,Self-Employed
30.0,94004.36,15902.68,Yes,PhD,Male,647.0,Employed
37.0,64214.15,9965.25,No,High School,Female,742.0,Employed
51.0,84622.16,15148.93,Yes,High School,Female,745.0,Employed
56.0,48514.85,10334.78,No,Bachelors,Male,,Self-Employed
21.0,80581.7,13326.35,Yes,PhD,Male,778.0,Self-Employed
38.0,62322.51,16989.7,Yes,Masters,Female,726.0,Self-Employed
41.0,43488.6,14155.39,Yes,High School,Female,707.0,Employed
23.0,51857.2,18213.95,Yes,Masters,Male,796.0,Employed
46.0,78201.13,15041.73,No,High School,Female,647.0,Unemployed
39.0,40387.95,7428.71,Yes,PhD,Female,742.0,Unemployed
40.0,64366.55,13026.28,Yes,High School,Female,753.0,Employed
29.0,91368.02,18176.65,No,Masters,Male,734.0,Employed
42.0,60143.49,17282.59,Yes,High School,Male,693.0,Employed
46.0,39174.73,9641.92,No,High School,Male,830.0,Employed
39.0,64460.03,12698.36,No,Bachelors,Male,756.0,Employed
33.0,83553.06,16033.85,Yes,High School,Female,674.0,Employed
34.0,44046.53,12389.11,Yes,Bachelors,Female,688.0,Employed
40.0,93741.26,13304.37,Yes,Bachelors,Male,629.0,Self-Employed
38.0,85266.64,16244.27,Yes,Bachelors,Male,712.0,Employed
47.0,77002.34,24163.29,Yes,High School,Female,823.0,Self-Employed
33.0,81546.67,16549.91,Yes,Bachelors,Female,649.0,Employed
26.0,72543.4,18465.85,Yes,High School,Female,736.0,Employed
42.0,76685.46,10564.95,Yes,Bachelors,Male,703.0,Employed
33.0,71429.19,8775.41,Yes,Masters,Female,736.0,Employed
46.0,87658.45,10622.87,Yes,Masters,Male,739.0,Employed
38.0,95857.56,14122.62,Yes,PhD,Male,729.0,Unemployed
45.0,53583.42,16134.22,Yes,Bachelors,Female,648.0,Employed
28.0,55963.36,17402.28,Yes,Bachelors,Female,678.0,Employed
39.0,62174.49,19456.76,Yes,PhD,Male,700.0,Employed
31.0,57824.43,21288.09,No,Bachelors,Male,726.0,Employed
26.0,92676.33,4600.8,Yes,High School,Female,788.0,Employed
29.0,40007.72,10095.13,Yes,Bachelors,Female,828.0,Employed
33.0,80854.1,23316.84,Yes,Masters,Female,714.0,Employed
50.0,97734.0,16745.44,Yes,Masters,Male,698.0,Employed
32.0,58425.24,14466.09,No,PhD,Male,727.0,Employed
25.0,99441.26,3858.55,No,Masters,Male,734.0,Employed
39.0,93146.68,8523.32,No,Bachelors,Male,813.0,Employed
38.0,63015.24,19423.68,Yes,Masters,Male,648.0,Unemployed
33.0,86375.87,12657.8,Yes,Bachelors,Male,755.0,Employed
36.0,53467.66,17723.83,Yes,Bachelors,Male,778.0,Employed
48.0,47965.28,12997.6,Yes,PhD,Male,674.0,Employed
45.0,60724.23,25909.68,Yes,Bachelors,Male,785.0,Employed
44.0,97006.2,14779.67,Yes,Masters,Female,670.0,Employed
26.0,,7550.32,Yes,Masters,Female,646.0,Employed
67.0,70833.51,17902.01,Yes,Bachelors,Female,708.0,Employed
49.0,49912.48,15374.19,No,Masters,Male,758.0,Self-Employed
43.0,87333.04,11887.14,Yes,High School,Male,625.0,Employed
26.0,86629.2,16002.69,Yes,High School,Female,633.0,Employed
47.0,55914.01,20230.22,Yes,High School,Male,774.0,Self-Employed
33.0,23658.96,13802.42,No,Masters,Female,712.0,Employed
36.0,62765.44,10225.0,No,Bachelors,Male,739.0,Employed
21.0,78850.64,16034.44,Yes,Bachelors,Female,749.0,Self-Employed
26.0,69736.1,11789.91,No,Bachelors,Male,647.0,Employed
42.0,71609.61,16638.18,Yes,Masters,Female,691.0,Employed
48.0,76990.55,21335.0,No,PhD,Male,718.0,Employed
45.0,59780.88,9288.9,Yes,Bachelors,Male,675.0,Employed
45.0,44893.52,5769.88,No,Bachelors,Female,700.0,Self-Employed
37.0,84780.1,,Yes,High School,Male,766.0,Employed
34.0,52302.02,15664.59,No,High School,Female,617.0,Employed
41.0,45967.65,8767.67,Yes,Bachelors,Male,728.0,Employed
46.0,80001.29,9993.34,Yes,Masters,Female,668.0,Employed
38.0,47883.72,12625.79,No,Bachelors,Male,706.0,Employed
50.0,53636.26,16510.39,Yes,High School,Female,,Self-Employed
36.0,101611.56,2916.52,No,Bachelors,Female,725.0,Self-Employed
28.0,101771.27,18493.64,Yes,Bachelors,Male,716.0,Employed
38.0,93825.32,11564.64,No,PhD,Female,735.0,Unemployed
39.0,85187.32,22416.13,No,Bachelors,Male,751.0,Employed
37.0,93127.96,16930.53,Yes,High School,Male,642.0,Employed
51.0,109252.09,19472.06,Yes,High School,Male,703.0,Employed
46.0,91882.63,13829.57,Yes,Masters,Male,1100.0,Employed
24.0,75025.57,16226.33,Yes,Bachelors,Male,633.0,Employed
53.0,87458.98,21921.38,No,Bachelors,Male,671.0,Self-Employed
11.0,60701.17,10739.22,No,Bachelors,Male,771.0,Self-Employed
,72926.41,17210.53,No,Masters,Male,707.0,Employed
,73815.89,17679.76,No,High School,Female,746.0,Employed
36.0,67238.34,21812.3,Yes,PhD,Male,742.0,Employed
37.0,63703.13,11795.74,Yes,Bachelors,Female,675.0,Employed
42.0,95757.23,10757.98,No,Masters,Female,747.0,Employed
38.0,50940.45,20946.01,No,Masters,Male,665.0,Unemployed
37.0,72955.47,13874.65,No,PhD,Female,756.0,Employed
51.0,44213.42,,Yes,High School,Male,690.0,Employed
44.0,29845.69,12522.78,Yes,Bachelors,Female,653.0,Self-Employed
28.0,93903.69,8071.87,Yes,Bachelors,Male,727.0,Employed
45.0,95717.39,14860.58,Yes,High School,Male,685.0,Employed
43.0,60291.86,594.84,Yes,High School,Female,751.0,Employed
33.0,71012.65,16329.28,Yes,Bachelors,Female,756.0,Unemployed
46.0,64214.13,7290.78,Yes,Bachelors,Female,571.0,Employed
36.0,64235.11,21343.27,Yes,High School,Male,892.0,Employed
36.0,60239.39,11471.47,Yes,High School,Male,656.0,Employed
36.0,79201.54,10859.66,Yes,Masters,Female,756.0,Employed
14.0,62376.79,15210.39,Yes,Masters,Female,697.0,Self-Employed
33.0,78300.26,16966.98,Yes,Bachelors,Male,737.0,Employed
45.0,103354.18,,Yes,Bachelors,Male,689.0,Employed
38.0,77791.14,6894.19,Yes,PhD,Female,794.0,Employed
25.0,72495.99,15587.68,Yes,Bachelors,Male,648.0,Employed
48.0,58570.33,14605.52,No,High School,Male,772.0,Employed
35.0,69712.24,14414.79,Yes,Bachelors,Female,624.0,Employed
26.0,36590.95,17894.58,Yes,PhD,Male,725.0,Employed
60.0,100793.46,11132.8,No,Bachelors,Male,651.0,Self-Employed
,50838.89,9336.65,No,Bachelors,Female,756.0,Employed
47.0,31627.92,18074.03,No,Masters,Female,737.0,Employed
30.0,67909.01,5254.69,No,Masters,Male,746.0,Employed
39.0,77084.41,16415.33,No,Masters,Male,707.0,Unemployed
29.0,96490.11,8938.98,Yes,High School,Male,707.0,Employed
26.0,74895.8,22012.0,Yes,Masters,Female,713.0,Employed
43.0,88509.77,7724.74,Yes,Bachelors,Female,661.0,Employed
42.0,88596.65,7831.72,Yes,Masters,Male,849.0,Employed
49.0,86639.59,26648.95,Yes,Bachelors,Male,680.0,Employed
38.0,47327.22,21313.18,No,Masters,Female,700.0,Self-Employed
60.0,80218.78,10965.47,Yes,Masters,Male,736.0,Employed
41.0,42299.23,8818.74,Yes,PhD,Female,698.0,Employed
44.0,109887.88,10367.98,Yes,Bachelors,Female,734.0,Employed
,83952.99,16801.19,Yes,Bachelors,Male,627.0,Employed
32.0,57504.1,16421.73,No,Masters,Female,718.0,Self-Employed
43.0,77517.09,13005.52,Yes,Masters,Male,673.0,Employed
37.0,49788.73,23578.52,No,Bachelors,Female,740.0,Employed
40.0,38906.28,11069.65,No,Masters,Male,796.0,Employed
30.0,87535.62,5548.21,Yes,Bachelors,Male,815.0,Employed
39.0,50382.92,28348.51,Yes,Bachelors,Female,697.0,Self-Employed
39.0,66379.71,19573.95,Yes,High School,Male,595.0,Employed
26.0,74111.02,13974.89,No,Bachelors,Male,736.0,Employed
44.0,66351.6,16042.86,Yes,Bachelors,Male,701.0,Employed
21.0,49439.29,15603.79,No,PhD,Female,673.0,Self-Employed
40.0,71214.08,6885.99,No,Masters,Female,733.0,Employed
,72960.5,14916.22,Yes,Bachelors,Female,731.0,Self-Employed
45.0,87426.18,17160.74,No,Masters,Female,756.0,Employed
45.0,118897.79,,No,High School,Male,695.0,Unemployed
29.0,30473.61,3080.23,Yes,Bachelors,Male,690.0,Employed
56.0,54029.58,15940.91,No,Bachelors,Female,689.0,Self-Employed
52.0,74458.84,17324.53,Yes,Bachelors,Female,686.0,Unemployed
30.0,90215.38,14746.8,No,Bachelors,Female,754.0,Self-Employed
33.0,76926.72,8927.17,No,High School,Male,680.0,Employed
51.0,92459.85,21556.62,Yes,Masters,Male,648.0,Employed
56.0,40403.61,14832.66,No,Bachelors,Male,745.0,Employed
25.0,63646.7,13930.68,Yes,PhD,Female,742.0,Employed
,99232.07,14220.48,Yes,Bachelors,Male,816.0,Employed
37.0,52795.01,7673.18,Yes,Masters,Female,844.0,Employed
16.0,12019.29,24775.5,Yes,Bachelors,Male,796.0,Employed
38.0,53664.57,20648.19,Yes,Masters,Female,754.0,Self-Employed
50.0,78746.44,11549.42,No,Bachelors,Female,,Self-Employed
24.0,68583.89,5380.99,No,Masters,Female,682.0,Self-Employed
39.0,44302.52,17634.76,Yes,Masters,Female,831.0,Employed
32.0,55569.45,18741.32,Yes,Masters,Male,740.0,Employed
54.0,43388.38,15326.87,No,High School,Female,793.0,Self-Employed
32.0,45739.75,13319.73,Yes,Bachelors,Female,717.0,Unemployed
53.0,52420.11,6669.73,Yes,PhD,Female,746.0,Employed
32.0,72109.65,17992.66,No,Bachelors,Female,,Employed
46.0,22239.5,6586.37,Yes,Masters,Female,686.0,Employed
41.0,97314.79,16378.88,Yes,Masters,Male,747.0,Employed
37.0,,18633.27,Yes,Masters,Female,833.0,Self-Employed
30.0,47866.82,13461.34,Yes,Masters,Female,694.0,Employed
41.0,50529.28,13732.09,No,Bachelors,Male,709.0,Self-Employed
34.0,57305.28,2393.82,Yes,High School,Male,628.0,Employed
31.0,70124.93,10364.3,Yes,Bachelors,Male,751.0,Self-Employed
53.0,73026.83,12607.22,Yes,Masters,Male,750.0,Self-Employed
43.0,66123.29,6926.12,No,Bachelors,Female,748.0,Employed
44.0,54891.72,21414.62,Yes,Masters,Male,706.0,Employed
34.0,69780.75,11115.79,Yes,High School,Female,700.0,Employed
36.0,28520.23,12674.08,Yes,Bachelors,Female,730.0,Employed
36.0,45692.86,23917.33,Yes,Bachelors,Female,746.0,Employed
41.0,56475.78,20107.76,Yes,Bachelors,Female,719.0,Unemployed
44.0,43155.44,,No,Bachelors,Male,696.0,Employed
38.0,65625.7,21376.62,Yes,High School,Female,641.0,Employed
30.0,43238.78,18467.49,No,High School,Male,769.0,Self-Employed
,104260.66,10988.53,Yes,Bachelors,Male,727.0,Self-Employed
38.0,40847.66,7634.91,Yes,Bachelors,Male,649.0,Employed
24.0,100224.78,18988.37,Yes,Masters,Female,751.0,Self-Employed
17.0,29895.4,12273.16,No,Masters,Female,753.0,Unemployed
41.0,110102.18,3264.16,Yes,Bachelors,Female,696.0,Employed
30.0,81679.96,17185.01,Yes,Bachelors,Male,668.0,Employed
42.0,85831.8,,Yes,Bachelors,Male,772.0,Employed
30.0,42693.74,8492.14,Yes,Masters,Female,696.0,Self-Employed
39.0,63546.57,21982.63,No,High School,Male,602.0,Employed
34.0,64851.13,10646.82,Yes,Bachelors,Male,716.0,Employed
56.0,67984.67,26139.56,Yes,Bachelors,Female,727.0,Self-Employed
48.0,95452.06,21570.91,No,PhD,Male,726.0,Employed
51.0,83826.36,20053.39,No,Bachelors,Male,684.0,Employed
38.0,66685.57,11963.94,No,High School,Male,723.0,Employed
46.0,89982.01,15865.92,No,Bachelors,Male,755.0,Employed
39.0,93662.87,16342.3,Yes,Masters,Male,613.0,Employed
53.0,58641.06,13550.0,Yes,PhD,Female,747.0,Employed
37.0,58055.09,15081.25,Yes,High School,Female,762.0,Self-Employed
24.0,113233.91,23663.83,Yes,High School,Male,703.0,Self-Employed
18.0,65203.04,11506.86,Yes,Masters,Male,653.0,Employed
55.0,57140.58,17284.61,Yes,Bachelors,Male,765.0,Employed
43.0,66909.85,12178.7,No,High School,Female,784.0,Employed
43.0,91489.24,7129.7,Yes,Bachelors,Female,664.0,Unemployed
53.0,84367.62,20306.79,Yes,Bachelors,Female,711.0,Employed
21.0,67488.35,17020.76,Yes,High School,Male,671.0,Employed
34.0,82231.78,,Yes,Bachelors,Female,689.0,Employed
36.0,75005.69,10211.31,Yes,High School,Male,718.0,Employed
45.0,67155.68,11890.91,No,High School,Female,766.0,Employed
31.0,63999.43,16971.77,Yes,Bachelors,Male,751.0,Employed
26.0,72960.82,18866.47,Yes,Masters,Male,727.0,Unemployed
26.0,61676.91,20966.04,Yes,High School,Male,830.0,Employed
,71412.75,14495.84,No,Bachelors,Female,655.0,Self-Employed
31.0,69009.3,17517.91,No,Bachelors,Male,692.0,Employed
32.0,40987.77,23937.69,No,PhD,Male,725.0,Employed
44.0,59414.27,13085.76,Yes,PhD,Male,704.0,Unemployed
31.0,64832.01,16407.06,No,Masters,Male,710.0,Self-Employed
21.0,107194.3,14272.06,No,High School,Female,763.0,Unemployed
22.0,66799.56,16050.5,Yes,High School,Male,676.0,Employed
37.0,75464.81,21929.82,Yes,High School,Male,809.0,Employed
43.0,113026.45,12024.55,No,Masters,Male,674.0,Employed
36.0,38415.4,10787.65,Yes,Masters,Male,683.0,Employed
42.0,39311.96,19381.72,No,Bachelors,Male,777.0,Unemployed
22.0,54433.49,22548.58,Yes,Bachelors,Female,781.0,Employed
,63338.61,7711.16,Yes,Masters,Female,704.0,Self-Employed
61.0,65357.73,13308.36,Yes,Bachelors,Female,782.0,Employed
50.0,59782.53,16574.12,No,Bachelors,Male,675.0,Employed
46.0,,15222.91,Yes,High School,Female,625.0,Employed
31.0,89479.76,15696.78,Yes,PhD,Female,770.0,Employed
36.0,60919.51,15340.4,Yes,Bachelors,Male,644.0,Employed
38.0,93686.7,11328.88,Yes,Bachelors,Female,719.0,Employed
51.0,49659.29,,Yes,High School,Female,815.0,Employed
42.0,109193.8,14870.84,No,High School,Male,673.0,Employed
43.0,36684.55,13862.67,No,Bachelors,Female,655.0,Employed
36.0,69710.17,7526.12,Yes,High School,Female,672.0,Self-Employed
46.0,50032.54,11601.2,No,Masters,Male,659.0,Employed
41.0,70711.27,19454.65,No,Bachelors,Female,665.0,Employed
38.0,,14018.16,No,Bachelors,Female,643.0,Employed
31.0,27093.01,15933.94,No,High School,Male,769.0,Employed
37.0,54386.19,9649.95,No,Bachelors,Female,636.0,Employed
27.0,101922.14,17967.54,Yes,Bachelors,Male,753.0,Employed
38.0,49999.54,26121.7,Yes,Bachelors,Female,638.0,Employed
39.0,80168.9,17617.35,Yes,Masters,Female,728.0,Employed
14.0,70113.91,,Yes,High School,Male,764.0,Employed
36.0,60906.47,16258.02,Yes,Masters,Male,718.0,Unemployed
26.0,110867.14,11699.49,Yes,Bachelors,Female,659.0,Employed
43.0,63709.51,19799.22,No,Masters,Female,718.0,Employed
44.0,73388.75,14391.06,Yes,Bachelors,Male,693.0,Employed
34.0,71713.26,23618.09,Yes,High School,Male,711.0,Employed
43.0,101500.03,23933.2,Yes,Bachelors,Female,656.0,Employed
44.0,40028.18,,Yes,Bachelors,Male,738.0,Employed
,114883.42,18831.02,No,High School,Female,706.0,Employed
53.0,100388.95,12061.15,No,Masters,Male,758.0,Self-Employed
31.0,77953.33,20816.83,Yes,High School,Female,772.0,Employed
53.0,82363.14,10594.09,No,PhD,Male,737.0,Self-Employed
36.0,65438.66,16184.19,Yes,Bachelors,Female,704.0,Employed
30.0,73001.71,17595.93,Yes,Bachelors,Female,682.0,Self-Employed
34.0,78399.83,18851.05,Yes,Bachelors,Male,676.0,Employed
27.0,51827.84,9892.09,Yes,Bachelors,Male,737.0,Employed
46.0,100388.02,17281.62,No,Bachelors,Male,746.0,Unemployed
22.0,74482.42,16075.43,Yes,Masters,Female,713.0,Employed
52.0,72832.15,9326.7,Yes,Masters,Male,719.0,Employed
29.0,52666.15,20782.36,No,Bachelors,Male,651.0,Self-Employed
46.0,93394.85,23033.99,Yes,Bachelors,Female,727.0,Employed
38.0,69081.15,15299.63,No,Bachelors,Female,697.0,Employed
41.0,59496.53,14335.37,No,PhD,Male,778.0,Employed
32.0,48279.53,13163.4,Yes,Bachelors,Male,736.0,Employed
42.0,66769.42,27668.06,Yes,Masters,Male,705.0,Self-Employed
39.0,46605.82,19694.93,Yes,Bachelors,Male,740.0,Employed
23.0,76916.63,11425.05,Yes,Masters,Male,,Employed
28.0,85487.51,7040.33,No,Bachelors,Male,764.0,Self-Employed
33.0,62139.47,12865.89,Yes,PhD,Female,692.0,Self-Employed
30.0,74722.14,12898.92,No,High School,Male,746.0,Employed
51.0,94402.59,16276.55,Yes,High School,Female,865.0,Employed
38.0,66543.27,,No,Masters,Female,764.0,Employed
30.0,67891.66,20723.13,Yes,Masters,Female,714.0,Self-Employed
33.0,70110.26,1457.98,Yes,High School,Male,782.0,Employed
33.0,61188.24,17688.64,No,High School,Male,630.0,Employed
35.0,62966.93,19469.32,Yes,High School,Female,667.0,Unemployed
27.0,,6015.35,Yes,Masters,Male,626.0,Employed
30.0,78589.64,10662.57,No,Bachelors,Female,641.0,Unemployed
46.0,68568.77,12580.39,No,Bachelors,Female,721.0,Employed
40.0,81976.59,17531.74,Yes,Masters,Female,,Employed
36.0,90435.24,12932.3,Yes,Masters,Female,670.0,Employed
38.0,48986.66,14828.37,Yes,Bachelors,Male,634.0,Employed
38.0,53265.13,11057.9,No,Masters,Male,743.0,Employed
36.0,83837.65,15318.35,Yes,Masters,Female,659.0,Employed
43.0,64912.62,11843.03,Yes,PhD,Male,764.0,Employed
42.0,71614.27,10611.66,Yes,Bachelors,Female,713.0,Employed
22.0,71671.46,15703.05,Yes,PhD,Female,790.0,Employed
37.0,51039.64,19320.85,No,Bachelors,Male,702.0,Unemployed
23.0,80120.94,16311.25,Yes,High School,Female,763.0,Employed
44.0,74978.4,13874.18,Yes,Bachelors,Female,730.0,Employed
46.0,49830.49,20044.61,Yes,Masters,Female,750.0,Self-Employed
32.0,66696.45,12707.45,Yes,Masters,Female,767.0,Employed
37.0,,14601.11,No,Masters,Female,729.0,Employed
17.0,,20850.15,Yes,High School,Male,739.0,Employed
48.0,93462.51,12846.89,Yes,PhD,Male,748.0,Self-Employed
45.0,69832.72,12295.24,Yes,Bachelors,Female,639.0,Employed
50.0,36385.96,18718.08,No,Bachelors,Female,738.0,Employed
53.0,84522.32,10009.31,Yes,High School,Male,762.0,Employed
26.0,113961.45,21007.42,Yes,Masters,Male,716.0,Employed
47.0,84358.09,,Yes,Bachelors,Female,652.0,Employed
53.0,64543.81,15373.38,No,Bachelors,Male,745.0,Employed
23.0,78020.74,11744.8,Yes,High School,Female,650.0,Employed
36.0,86005.06,16697.92,Yes,High School,Female,636.0,Self-Employed
34.0,72260.09,22321.03,Yes,High School,Female,778.0,Employed
47.0,96298.7,9214.08,No,Masters,Male,746.0,Employed
14.0,47353.32,7975.56,Yes,Bachelors,Male,680.0,Unemployed
56.0,61919.4,20751.41,Yes,Bachelors,Female,741.0,Employed
37.0,79182.39,13848.2,Yes,Masters,Male,710.0,Employed
47.0,83966.39,14586.54,No,High School,Female,760.0,Employed
37.0,59057.27,13670.32,Yes,Masters,Female,873.0,Employed
43.0,60946.06,13186.99,Yes,Masters,Female,676.0,Employed
15.0,56668.46,10438.15,Yes,High School,Male,702.0,Employed
34.0,55107.76,13787.27,No,Masters,Female,661.0,Employed
46.0,80380.17,10785.57,Yes,High School,Female,772.0,Self-Employed
41.0,69249.93,20006.09,Yes,Bachelors,Male,709.0,Self-Employed
22.0,95945.26,12234.87,Yes,Masters,Male,709.0,Employed
39.0,48127.38,21554.49,Yes,Bachelors,Female,,Employed
,66856.06,18345.08,No,Bachelors,Female,691.0,Employed
29.0,84716.63,9989.98,Yes,High School,Male,694.0,Employed
23.0,76885.31,9683.25,Yes,High School,Female,701.0,Employed
44.0,48035.81,13897.12,Yes,PhD,Male,759.0,Unemployed
49.0,93042.82,11338.04,Yes,High School,Female,766.0,Self-Employed
59.0,71917.54,11303.55,Yes,High School,Female,728.0,Employed
23.0,108340.96,19199.02,Yes,Bachelors,Male,792.0,Employed
46.0,67357.93,16372.11,Yes,Bachelors,Male,751.0,Self-Employed
46.0,93160.15,21151.37,No,PhD,Male,689.0,Employed
32.0,62832.56,9640.43,Yes,Bachelors,Female,764.0,Employed
29.0,65278.0,5835.07,No,Bachelors,Female,767.0,Unemployed
27.0,79880.55,11346.99,Yes,Masters,Female,729.0,Employed
33.0,,20384.23,No,High School,Female,706.0,Self-Employed
40.0,29618.96,11864.64,Yes,Masters,Female,653.0,Self-Employed
52.0,56459.99,23183.67,Yes,Bachelors,Male,696.0,Employed
49.0,,12333.96,Yes,Bachelors,Male,627.0,Self-Employed
22.0,24887.82,17920.87,Yes,Bachelors,Male,702.0,Employed
30.0,84850.5,,Yes,Bachelors,Female,722.0,Employed
51.0,54177.93,5199.3,Yes,Bachelors,Female,774.0,Employed
31.0,63126.41,,Yes,Bachelors,Male,694.0,Employed
37.0,72783.74,17399.61,No,High School,Female,733.0,Employed
21.0,80090.41,14764.11,Yes,Bachelors,Male,777.0,Self-Employed
50.0,75658.0,12811.14,Yes,Bachelors,Female,663.0,Self-Employed
19.0,74041.74,14156.39,Yes,Masters,Male,748.0,Employed
22.0,79389.37,15752.9,Yes,High School,Male,637.0,Self-Employed
49.0,60005.55,1391.04,No,Bachelors,Male,672.0,Self-Employed
57.0,55746.09,12209.81,No,Masters,Male,677.0,Employed
35.0,23659.99,10955.31,No,Bachelors,Male,685.0,Unemployed
38.0,82766.18,18459.82,No,PhD,Male,684.0,Self-Employed
47.0,56288.64,18789.38,No,Bachelors,Male,737.0,Self-Employed
41.0,109670.18,15849.08,Yes,Bachelors,Female,710.0,Employed
34.0,84757.13,15566.74,Yes,Masters,Female,668.0,Employed
33.0,89001.72,4938.96,No,Masters,Female,644.0,Employed
22.0,84114.8,10456.36,No,High School,Female,754.0,Employed
40.0,,13232.8,Yes,Bachelors,Male,768.0,Employed
37.0,79519.76,14453.5,No,Bachelors,Male,720.0,Employed
34.0,81381.47,14974.38,Yes,Bachelors,Male,,Employed
,73499.33,5258.69,No,Bachelors,Female,695.0,Employed
29.0,57671.08,19875.6,Yes,Bachelors,Female,686.0,Employed
44.0,46426.3,9883.32,No,High School,Male,694.0,Self-Employed
47.0,78456.69,3665.49,No,High School,Female,786.0,Employed
35.0,95830.6,18917.48,No,PhD,Female,754.0,Employed
34.0,67491.84,10437.74,No,High School,Male,760.0,Self-Employed
29.0,73028.34,18460.71,Yes,PhD,Female,773.0,Employed
47.0,43648.88,6281.62,No,Bachelors,Female,700.0,Self-Employed
38.0,60920.45,12974.65,Yes,Masters,Male,703.0,Employed
42.0,45422.98,10180.2,No,Masters,Male,724.0,Employed
42.0,46812.07,16964.19,Yes,Bachelors,Male,692.0,Employed
35.0,71974.69,10547.86,Yes,High School,Female,691.0,Employed
26.0,68848.29,16965.34,Yes,Masters,Male,762.0,Employed
28.0,85753.14,12883.43,Yes,Masters,Female,749.0,Unemployed
49.0,85324.06,11712.12,Yes,Masters,Female,,Self-Employed
31.0,52520.56,19496.54,No,Bachelors,Female,711.0,Employed
34.0,31288.23,24768.12,No,Masters,Male,779.0,Employed
27.0,51030.66,13175.35,Yes,Bachelors,Male,759.0,Employed
26.0,55788.36,11132.28,No,Bachelors,Female,725.0,Employed
30.0,81040.88,14306.14,Yes,High School,Male,797.0,Employed
55.0,82248.37,15538.77,Yes,Masters,Male,700.0,Employed
45.0,69068.64,6029.71,No,PhD,Male,708.0,Employed
33.0,84802.93,9928.63,Yes,Masters,Male,617.0,Employed
,121245.39,7469.44,No,Masters,Female,719.0,Employed
36.0,67630.69,9238.87,Yes,Bachelors,Female,814.0,Unemployed
52.0,65337.14,22261.43,Yes,Masters,Male,719.0,Employed
60.0,53187.23,,No,High School,Male,731.0,Employed
48.0,76375.88,16862.87,Yes,Bachelors,Female,711.0,Self-Employed
39.0,92747.93,,Yes,High School,Male,743.0,Employed
45.0,60027.1,16217.31,Yes,PhD,Female,687.0,Self-Employed
38.0,62177.53,9157.47,Yes,Masters,Female,809.0,Self-Employed
20.0,59568.57,,No,High School,Female,774.0,Self-Employed
31.0,46984.08,21118.61,Yes,High School,Female,755.0,Employed
28.0,72684.13,12728.04,Yes,Bachelors,Female,779.0,Self-Employed
31.0,73399.04,22049.54,Yes,High School,Male,719.0,Employed
,69173.07,1374.13,Yes,High School,Female,687.0,Self-Employed
49.0,106780.81,17695.51,Yes,High School,Male,739.0,Self-Employed
42.0,78003.3,15209.08,Yes,Masters,Female,780.0,Employed
46.0,47671.98,7808.81,Yes,Bachelors,Female,706.0,Employed
19.0,82646.36,19579.82,No,Bachelors,Female,705.0,Employed
45.0,63210.8,11256.26,Yes,Bachelors,Male,726.0,Unemployed
47.0,63422.32,16156.8,No,Masters,Female,621.0,Employed
16.0,66530.29,10065.54,Yes,Masters,Male,668.0,Employed
46.0,64294.12,12449.12,Yes,Masters,Female,691.0,Employed
24.0,75398.65,18527.48,No,Masters,Female,779.0,Unemployed
18.0,112308.22,26761.87,No,High School,Male,740.0,Self-Employed
51.0,62632.93,10510.83,No,Bachelors,Male,668.0,Employed
28.0,71781.05,21247.17,No,Bachelors,Female,737.0,Self-Employed
31.0,74686.27,21700.02,Yes,High School,Male,725.0,Self-Employed
48.0,,18188.56,No,Bachelors,Male,694.0,Employed
35.0,61971.16,18836.64,Yes,Bachelors,Female,689.0,Employed
36.0,89870.08,11463.75,No,Bachelors,Male,838.0,Employed
36.0,59794.3,10152.79,Yes,High School,Male,631.0,Employed
41.0,52239.08,12635.03,Yes,High School,Male,692.0,Unemployed
36.0,105658.54,16333.48,Yes,Bachelors,Male,761.0,Employed
39.0,45895.34,13493.23,No,Masters,Female,677.0,Employed
33.0,87667.46,11265.07,No,Bachelors,Male,693.0,Employed
42.0,65971.77,11486.49,Yes,High School,Female,661.0,Employed
41.0,45695.04,13479.6,Yes,PhD,Male,733.0,Employed
57.0,62464.44,19300.9,Yes,Bachelors,Female,738.0,Employed
34.0,65487.2,9605.93,Yes,Bachelors,Male,666.0,Self-Employed
36.0,37397.43,17830.48,No,High School,Male,792.0,Employed
40.0,78557.0,17625.25,No,Masters,Male,672.0,Self-Employed
48.0,76543.01,12387.58,Yes,Bachelors,Female,743.0,Employed
27.0,63033.25,16479.63,No,High School,Female,656.0,Employed
39.0,79468.52,20931.74,Yes,Bachelors,Male,748.0,Employed
13.0,74081.99,13378.91,Yes,Bachelors,Male,746.0,Self-Employed
35.0,95873.46,11138.46,Yes,Bachelors,Female,683.0,Self-Employed
49.0,48440.71,10188.76,No,High School,Male,739.0,Employed
31.0,64147.93,10775.0,Yes,PhD,Male,737.0,Employed
40.0,90022.24,18954.04,Yes,High School,Female,709.0,Employed
33.0,80826.61,14714.38,Yes,Masters,Male,761.0,Unemployed
29.0,23968.3,6989.57,Yes,Bachelors,Female,675.0,Unemployed
48.0,36615.42,21273.83,Yes,PhD,Male,782.0,Self-Employed
28.0,70015.24,14096.95,No,Bachelors,Female,,Self-Employed
41.0,102796.35,,Yes,PhD,Female,656.0,Employed
41.0,61365.32,18007.73,Yes,Masters,Male,748.0,Self-Employed
29.0,82978.75,10829.19,Yes,Masters,Female,709.0,Employed
40.0,71652.03,8847.56,Yes,PhD,Male,,Employed
29.0,81577.89,10165.5,No,High School,Male,758.0,Employed
43.0,91414.71,14024.57,No,PhD,Male,772.0,Unemployed
25.0,88883.92,17187.77,Yes,Bachelors,Male,604.0,Employed
35.0,88180.42,,No,Bachelors,Female,717.0,Self-Employed
35.0,57701.16,19488.8,Yes,High School,Male,713.0,Self-Employed
49.0,66975.47,5176.11,Yes,Masters,Female,694.0,Employed
39.0,80370.19,14237.48,Yes,PhD,Male,730.0,Employed
48.0,79648.82,3626.63,Yes,Bachelors,Female,772.0,Employed
44.0,81894.31,19802.47,Yes,Masters,Male,655.0,Employed
43.0,34625.13,14004.06,No,PhD,Male,683.0,Employed
35.0,93941.28,15176.53,Yes,High School,Female,683.0,Employed
,35933.79,13818.71,No,Masters,Male,749.0,Employed
34.0,54982.1,15377.72,Yes,Masters,Male,692.0,Employed
21.0,73906.33,11571.81,Yes,Bachelors,Male,758.0,Self-Employed
36.0,69411.77,15490.99,No,Masters,Female,766.0,Employed
43.0,98374.43,10249.31,Yes,Bachelors,Male,709.0,Employed
22.0,46584.29,16454.82,No,Masters,Female,729.0,Unemployed
29.0,62718.13,16352.7,Yes,Masters,Male,713.0,Employed
26.0,30614.31,17392.0,Yes,Bachelors,Male,822.0,Self-Employed
46.0,72632.01,14504.9,No,Bachelors,Female,672.0,Employed
55.0,65838.27,20195.38,Yes,Bachelors,Male,645.0,Employed
36.0,,24092.73,Yes,High School,Male,590.0,Employed
43.0,96183.65,7329.77,Yes,Bachelors,Female,731.0,Unemployed
43.0,91599.86,8665.82,Yes,Masters,Female,732.0,Employed
54.0,71441.73,14145.35,Yes,High School,Male,663.0,Self-Employed
31.0,92769.83,12740.2,No,High School,Female,682.0,Employed
,68151.32,,Yes,Masters,Male,769.0,Employed
35.0,84274.98,17377.16,Yes,High School,Male,761.0,Unemployed
39.0,87261.99,16498.83,Yes,High School,Female,708.0,Unemployed
,48627.94,6700.81,No,Bachelors,Male,697.0,Employed
38.0,78649.22,15981.19,No,Bachelors,Male,695.0,Employed
29.0,73367.78,24259.55,Yes,Bachelors,Male,738.0,Unemployed
26.0,49518.07,17581.84,Yes,PhD,Female,739.0,Employed
51.0,44450.71,14667.65,No,Masters,Female,760.0,Unemployed
29.0,79957.97,18090.55,Yes,Bachelors,Male,754.0,Employed
45.0,,10675.83,Yes,Bachelors,Male,681.0,Employed
,40702.09,17087.57,Yes,PhD,Male,726.0,Unemployed
25.0,81589.61,14894.36,Yes,Bachelors,Female,1100.0,Self-Employed
44.0,88696.72,9281.46,No,Bachelors,Female,693.0,Employed
32.0,46578.78,16228.33,Yes,Bachelors,Male,719.0,Employed
42.0,69969.11,15219.94,Yes,Masters,Male,687.0,Employed
43.0,100368.5,19036.78,Yes,High School,Male,677.0,Employed
43.0,51771.98,15665.3,No,Bachelors,Female,658.0,Employed
35.0,104143.51,16031.92,Yes,Masters,Male,662.0,Self-Employed
45.0,63523.76,15743.21,Yes,PhD,Male,700.0,Employed
29.0,68596.47,15668.47,Yes,Bachelors,Female,689.0,Unemployed
13.0,42106.73,20696.78,No,Bachelors,Female,764.0,Employed
45.0,42836.8,18580.78,No,Masters,Male,683.0,Employed
,56880.75,10310.01,Yes,Bachelors,Male,712.0,Self-Employed
32.0,87713.26,14372.04,No,PhD,Male,730.0,Employed
23.0,116811.71,7958.86,Yes,Bachelors,Female,678.0,Self-Employed
18.0,122118.41,,Yes,High School,Female,701.0,Employed
39.0,67535.02,11516.86,Yes,Bachelors,Male,585.0,Employed
,62871.43,11196.97,Yes,Masters,Male,774.0,Employed
37.0,50315.08,24127.29,Yes,PhD,Male,735.0,Employed
34.0,92293.88,12019.6,Yes,High School,Female,860.0,Employed
38.0,,10250.53,Yes,Bachelors,Male,713.0,Self-Employed
60.0,65256.11,18292.8,No,Bachelors,Male,752.0,Employed
46.0,79939.15,14955.65,Yes,High School,Female,768.0,Employed
29.0,79026.76,10529.25,Yes,Bachelors,Female,729.0,Employed
,57789.87,16683.47,Yes,Bachelors,Male,645.0,Employed
41.0,68097.26,18135.91,Yes,Masters,Female,827.0,Self-Employed
27.0,58323.37,19315.76,Yes,Masters,Female,709.0,Self-Employed
46.0,53350.43,16270.06,Yes,High School,Female,702.0,Unemployed
30.0,49495.79,19436.27,Yes,Masters,Male,727.0,Employed
23.0,40568.42,19233.56,Yes,Bachelors,Male,804.0,Unemployed
39.0,77238.32,12685.0,Yes,Masters,Male,763.0,Employed
37.0,65186.9,23537.91,Yes,Bachelors,Male,765.0,Self-Employed
38.0,47289.42,18255.32,Yes,Bachelors,Male,709.0,Self-Employed
30.0,45442.26,21973.54,Yes,Bachelors,Female,796.0,Unemployed
32.0,45129.13,14307.42,Yes,Masters,Female,709.0,Employed
49.0,57756.97,19234.18,No,Bachelors,Female,651.0,Employed
42.0,92513.43,16361.81,Yes,Masters,Female,717.0,Self-Employed
28.0,56374.35,19850.13,Yes,Masters,Male,720.0,Self-Employed
18.0,81152.74,12905.3,No,Bachelors,Male,671.0,Employed
29.0,101210.88,12220.6,Yes,PhD,Female,690.0,Employed
40.0,73369.51,21163.1,No,High School,Female,685.0,Self-Employed
32.0,54703.07,16214.79,No,Masters,Male,783.0,Employed
31.0,68210.15,19912.96,No,Bachelors,Female,698.0,Self-Employed
32.0,69133.13,7943.08,Yes,Masters,Male,752.0,Employed
37.0,104552.59,10971.38,No,Masters,Male,757.0,Employed
46.0,35352.17,12385.6,Yes,High School,Female,766.0,Employed
38.0,92312.32,21489.93,No,Masters,Female,753.0,Employed
39.0,35139.14,21298.8,Yes,Masters,Male,736.0,Employed
36.0,86233.28,,Yes,Bachelors,Female,600.0,Employed
33.0,61813.69,17404.94,No,High School,Female,,Unemployed
47.0,106517.27,15841.33,Yes,Masters,Female,677.0,Employed
45.0,83473.99,10013.07,Yes,High School,Female,690.0,Unemployed
58.0,81469.77,15298.22,Yes,Bachelors,Male,687.0,Employed
44.0,51164.03,10483.38,No,Bachelors,Male,728.0,Self-Employed
33.0,106105.77,13094.96,Yes,High School,Female,727.0,Self-Employed
29.0,126301.36,13877.43,No,High School,Female,646.0,Employed
48.0,110228.99,23253.82,No,Masters,Female,762.0,Employed
30.0,49937.94,15789.02,Yes,High School,Female,736.0,Employed
46.0,66202.51,12963.33,Yes,PhD,Male,706.0,Employed
30.0,46228.92,18068.58,No,Bachelors,Female,721.0,Employed
41.0,57809.59,11696.41,Yes,Bachelors,Male,779.0,Employed
27.0,1400598.056378007,28287.29,Yes,Masters,Female,725.0,Self-Employed
46.0,,17150.6,No,Masters,Male,749.0,Employed
26.0,80661.62,2637.72,Yes,High School,Female,653.0,Employed
41.0,35584.13,10979.09,Yes,High School,Male,714.0,Employed
36.0,69272.9,24006.31,Yes,Bachelors,Male,697.0,Self-Employed
39.0,80351.44,15740.62,No,Masters,Female,692.0,Employed
34.0,88973.13,12635.13,Yes,High School,Male,711.0,Self-Employed
34.0,78563.35,17028.01,No,Bachelors,Female,734.0,Employed
40.0,79773.16,7052.8,Yes,Masters,Male,,Self-Employed
28.0,65237.38,10141.42,Yes,Masters,Female,737.0,Self-Employed
28.0,75437.36,7963.14,Yes,High School,Male,,Employed
34.0,121692.1,13160.88,Yes,Masters,Female,737.0,Self-Employed
34.0,94138.57,23046.29,Yes,Bachelors,Male,749.0,Employed
28.0,77294.81,17987.44,Yes,High School,Female,662.0,Employed
47.0,84574.44,17394.02,No,Bachelors,Female,751.0,Employed
35.0,71517.22,11700.31,No,High School,Female,,Employed
36.0,71419.79,18898.6,No,High School,Female,728.0,Employed
25.0,89008.68,11119.3,Yes,Bachelors,Female,708.0,Employed
59.0,58021.02,13977.79,No,PhD,Female,720.0,Self-Employed
62.0,67410.77,18773.05,Yes,Bachelors,Male,671.0,Employed
30.0,42597.95,14594.49,No,Bachelors,Male,699.0,Self-Employed
50.0,85525.22,19573.37,Yes,Bachelors,Female,736.0,Employed
37.0,91392.07,13997.43,Yes,Masters,Male,791.0,Employed
,82061.62,21789.58,Yes,Bachelors,Male,761.0,Self-Employed
,65314.28,17087.42,Yes,Bachelors,Female,626.0,Employed
39.0,69116.8,10591.0,Yes,Bachelors,Male,671.0,Employed
13.0,72938.11,12283.01,No,Bachelors,Male,692.0,Employed
29.0,91897.95,13884.37,Yes,High School,Male,743.0,Employed
38.0,90728.93,19786.02,Yes,Masters,Male,723.0,Employed
40.0,41305.76,24186.86,Yes,Bachelors,Male,863.0,Employed
26.0,52435.39,7565.41,Yes,High School,Male,753.0,Employed
31.0,78689.01,13068.84,No,High School,Male,743.0,Employed
44.0,43230.17,21131.41,Yes,Bachelors,Female,749.0,Unemployed
24.0,88372.73,14721.32,Yes,High School,Female,730.0,Employed
39.0,64492.78,14222.17,No,Bachelors,Female,779.0,Employed
50.0,84143.68,17872.5,Yes,Masters,Male,709.0,Employed
42.0,70684.2,8267.01,Yes,Masters,Male,664.0,Self-Employed
41.0,68025.01,18033.78,No,Masters,Male,743.0,Employed
18.0,48258.93,16531.57,Yes,High School,Female,773.0,Employed
30.0,59051.02,15986.88,Yes,Bachelors,Female,729.0,Unemployed
59.0,67694.09,,Yes,Masters,Male,703.0,Employed
32.0,,14655.36,Yes,Bachelors,Female,849.0,Unemployed
51.0,84484.74,,Yes,Masters,Male,659.0,Self-Employed
32.0,57145.38,15902.85,Yes,High School,Male,720.0,Employed
35.0,69407.82,4760.87,Yes,High School,Male,755.0,Employed
43.0,100089.39,20239.3,Yes,Masters,Female,715.0,Employed
39.0,86431.11,17968.36,No,Bachelors,Female,725.0,Employed
42.0,72097.08,17700.52,Yes,PhD,Male,706.0,Employed
30.0,40838.88,16702.24,Yes,PhD,Female,750.0,Self-Employed
27.0,42526.17,21792.67,Yes,Bachelors,Male,731.0,Employed
29.0,82747.68,16065.37,No,Bachelors,Male,737.0,Employed
33.0,84796.08,13928.6,No,Masters,Female,687.0,Self-Employed
,31099.23,6328.9,Yes,Bachelors,Male,744.0,Employed
48.0,83995.75,8649.87,Yes,Bachelors,Female,637.0,Employed
39.0,58757.7,13476.41,Yes,Masters,Male,750.0,Self-Employed
43.0,61892.69,15499.46,Yes,Bachelors,Male,851.0,Employed
39.0,87778.05,12048.15,Yes,Masters,Male,744.0,Employed
27.0,84647.27,13851.23,Yes,Masters,Female,719.0,Unemployed
38.0,68025.7,10477.67,Yes,High School,Female,751.0,Employed
39.0,83764.3,19721.05,Yes,PhD,Female,724.0,Self-Employed
46.0,62729.72,13575.59,No,Masters,Female,804.0,Unemployed
,54203.63,20894.15,No,Bachelors,Female,782.0,Employed
18.0,95198.93,13689.05,Yes,Masters,Male,710.0,Employed
40.0,96515.4,16810.6,Yes,Masters,Female,673.0,Employed
42.0,57128.8,17341.11,No,Masters,Female,731.0,Employed
36.0,59324.64,15802.75,Yes,PhD,Female,731.0,Self-Employed
38.0,87826.45,9479.27,No,PhD,Female,741.0,Employed
47.0,56130.57,13290.95,No,Bachelors,Female,775.0,Employed
33.0,86016.25,4615.95,Yes,Bachelors,Female,812.0,Employed
35.0,49511.03,23213.05,Yes,High School,Male,702.0,Unemployed
39.0,64267.19,-1802.24,Yes,High School,Female,651.0,Employed
26.0,89571.73,19209.97,Yes,High School,Female,669.0,Employed
36.0,50618.75,15542.52,Yes,Bachelors,Male,686.0,Employed
37.0,58241.5,6317.11,No,Bachelors,Male,773.0,Employed
54.0,77525.03,16302.73,Yes,PhD,Female,629.0,Employed
35.0,34036.22,9466.93,No,Bachelors,Male,727.0,Employed
40.0,71457.16,17162.17,Yes,Masters,Female,659.0,Employed
47.0,93224.76,14712.44,Yes,PhD,Female,711.0,Employed
30.0,87295.99,16147.37,No,Bachelors,Male,696.0,Self-Employed
52.0,69007.41,,No,Masters,Male,632.0,Employed
56.0,70412.55,21649.25,Yes,Masters,Male,750.0,Employed
38.0,99836.21,9920.9,Yes,Masters,Female,672.0,Unemployed
33.0,97411.6,11627.9,Yes,Bachelors,Female,733.0,Employed
54.0,68108.2,14143.71,Yes,Bachelors,Female,814.0,Employed
,57407.32,14488.57,Yes,Bachelors,Male,672.0,Unemployed
39.0,87145.88,9341.56,Yes,Bachelors,Male,749.0,Employed
52.0,92611.24,5023.27,Yes,High School,Male,1100.0,Self-Employed
51.0,97574.68,16777.72,Yes,Masters,Male,642.0,Employed
35.0,81672.13,16637.73,Yes,High School,Male,801.0,Employed
40.0,62877.65,23514.17,Yes,PhD,Male,729.0,Self-Employed
44.0,36601.52,21259.17,No,Masters,Female,739.0,Employed
38.0,108765.38,15330.88,Yes,High School,Male,650.0,Employed
24.0,102056.67,11623.91,No,High School,Male,685.0,Employed
29.0,54660.19,20641.79,No,Masters,Female,696.0,Employed
24.0,73813.79,10757.36,No,Masters,Male,717.0,Self-Employed
43.0,65584.41,19464.25,No,Bachelors,Male,763.0,Self-Employed
26.0,71324.44,7826.07,Yes,PhD,Female,744.0,Employed
40.0,61992.51,24829.24,Yes,Bachelors,Female,697.0,Employed
56.0,83830.48,,Yes,Masters,Female,680.0,Employed
52.0,47318.77,10050.05,Yes,Masters,Male,701.0,Employed
20.0,62122.82,5467.39,No,Bachelors,Female,711.0,Employed
25.0,87470.33,13013.34,Yes,Masters,Male,696.0,Employed
30.0,30529.55,17179.8,Yes,PhD,Female,709.0,Self-Employed
26.0,76170.63,12011.17,Yes,High School,Female,777.0,Employed
21.0,59044.23,10556.59,No,Bachelors,Female,693.0,Employed
38.0,102307.13,7754.45,No,Masters,Female,676.0,Employed
45.0,76581.96,16399.22,No,Bachelors,Female,738.0,Employed
48.0,54259.26,18476.82,No,Bachelors,Male,682.0,Employed
33.0,99040.71,15817.89,Yes,High School,Male,709.0,Unemployed
35.0,70435.55,18461.3,No,Bachelors,Female,656.0,Self-Employed
42.0,72625.15,8923.97,Yes,High School,Male,724.0,Employed
37.0,87745.77,11835.45,Yes,High School,Female,707.0,Self-Employed
46.0,,13998.15,No,Masters,Female,675.0,Employed
,98945.73,21387.69,Yes,Masters,Male,692.0,Employed
34.0,81541.3,21358.69,Yes,Bachelors,Male,704.0,Self-Employed
19.0,57174.72,18966.26,Yes,Bachelors,Female,813.0,Employed
53.0,,18843.14,No,High School,Female,696.0,Employed
31.0,44872.26,11054.79,Yes,Bachelors,Male,813.0,Employed
42.0,76154.48,15516.52,Yes,Bachelors,Male,735.0,Employed
19.0,66444.46,6666.2,Yes,Bachelors,Female,662.0,Self-Employed
38.0,76254.08,18842.82,Yes,Bachelors,Male,731.0,Self-Employed
39.0,35965.88,13752.7,Yes,High School,Female,734.0,Employed
,59521.79,25208.57,No,Masters,Female,776.0,Self-Employed
68.0,50357.77,16305.46,Yes,Bachelors,Male,705.0,Employed
32.0,79859.75,11223.68,No,Bachelors,Male,774.0,Employed
46.0,57963.81,13632.01,Yes,PhD,Male,768.0,Employed
43.0,79406.76,11844.58,Yes,Bachelors,Female,663.0,Employed
31.0,59338.53,12092.37,Yes,Bachelors,Male,665.0,Employed
46.0,102521.87,,Yes,Bachelors,Female,634.0,Employed
36.0,71031.97,10066.13,Yes,Masters,Male,766.0,Employed
47.0,88316.92,14708.65,Yes,PhD,Male,655.0,Unemployed
58.0,67732.71,5129.47,Yes,Bachelors,Female,778.0,Employed
40.0,88457.17,15803.04,Yes,Bachelors,Female,788.0,Employed
35.0,54540.0,11202.49,Yes,Masters,Male,828.0,Unemployed
49.0,69160.49,8257.6,No,High School,Female,751.0,Employed
52.0,60699.16,18620.48,Yes,High School,Male,758.0,Employed
29.0,107372.49,6155.13,No,PhD,Female,718.0,Employed
33.0,46227.82,18124.17,No,High School,Male,646.0,Employed
45.0,,17344.7,Yes,Bachelors,Male,662.0,Self-Employed
37.0,42514.12,10540.37,Yes,Bachelors,Female,693.0,Employed
28.0,84719.98,13627.39,No,High School,Female,749.0,Self-Employed
43.0,57563.08,16328.4,No,Masters,Male,697.0,Unemployed
45.0,75097.3,16159.83,No,Bachelors,Female,693.0,Employed
35.0,66582.95,19569.12,Yes,Bachelors,Female,807.0,Employed
39.0,53390.65,18659.94,No,PhD,Female,684.0,Employed
,71621.12,20174.99,Yes,Masters,Male,661.0,Employed
27.0,61657.89,20750.99,Yes,PhD,Female,768.0,Employed
,81427.57,15569.79,Yes,PhD,Male,770.0,Self-Employed
39.0,49890.33,13546.44,Yes,Masters,Male,771.0,Employed
23.0,79449.47,14394.04,Yes,PhD,Male,690.0,Employed
34.0,87282.31,13292.39,Yes,High School,Male,692.0,Employed
39.0,67835.14,22239.07,Yes,Masters,Female,795.0,Employed
50.0,43543.67,11209.24,Yes,PhD,Female,703.0,Employed
35.0,104646.17,20671.54,Yes,Masters,Male,730.0,Employed
26.0,79339.77,12591.36,No,Masters,Female,796.0,Employed
,55578.58,20523.94,No,PhD,Female,686.0,Unemployed
32.0,79877.1,18635.04,Yes,PhD,Female,687.0,Employed
44.0,36486.7,14803.99,No,Masters,Female,706.0,Employed
35.0,93527.35,16295.73,No,High School,Female,737.0,Employed
11.0,112489.73,9451.87,Yes,Masters,Female,663.0,Employed
75.0,86481.79,17887.45,Yes,Masters,Male,660.0,Employed
39.0,49938.74,19736.5,Yes,Masters,Female,697.0,Employed
39.0,30218.5,21689.26,Yes,High School,Female,754.0,Employed
23.0,97280.4,13375.69,Yes,Masters,Female,742.0,Employed
23.0,67050.55,26000.65,Yes,PhD,Male,703.0,Employed
37.0,62171.4,13411.81,No,PhD,Male,,Employed
41.0,93299.68,12750.22,Yes,Bachelors,Male,661.0,Unemployed
45.0,58192.45,14165.14,No,Bachelors,Female,723.0,Self-Employed
40.0,85246.39,14211.16,Yes,Bachelors,Male,719.0,Employed
26.0,70474.45,7831.15,Yes,Bachelors,Female,786.0,Unemployed
13.0,74939.16,9343.22,Yes,Bachelors,Male,739.0,Employed
37.0,102585.33,8891.2,No,High School,Male,620.0,Employed
33.0,60221.66,16175.51,No,High School,Male,657.0,Employed
25.0,58393.78,22482.09,Yes,Masters,Female,739.0,Employed
46.0,65955.29,11658.36,Yes,Bachelors,Male,623.0,Unemployed
22.0,45942.27,14357.78,Yes,Masters,Female,717.0,Self-Employed
44.0,88728.49,10961.21,Yes,Bachelors,Female,693.0,Employed
24.0,86070.79,18301.1,Yes,High School,Female,718.0,Unemployed
39.0,69812.86,16336.18,Yes,PhD,Female,687.0,Unemployed
47.0,51517.82,19614.59,Yes,Bachelors,Male,765.0,Employed
35.0,15096.26,9971.33,No,Bachelors,Male,701.0,Employed
55.0,53326.39,14813.53,Yes,Bachelors,Female,,Unemployed
57.0,65377.51,13830.79,Yes,Masters,Male,742.0,Self-Employed
40.0,32017.19,14148.66,Yes,Masters,Male,659.0,Employed
43.0,,19974.89,Yes,Bachelors,Male,734.0,Employed
49.0,78310.35,12146.32,Yes,Masters,Female,691.0,Employed
43.0,80888.4,12753.46,No,Masters,Female,740.0,Employed
42.0,67000.01,11042.41,No,Bachelors,Male,,Self-Employed
,84750.74,25787.82,Yes,Bachelors,Female,704.0,Self-Employed
21.0,63982.42,10235.92,No,High School,Male,739.0,Unemployed
24.0,66760.59,17971.89,Yes,Bachelors,Female,736.0,Unemployed
62.0,98099.71,8150.44,No,Masters,Female,674.0,Employed
41.0,91959.95,17313.51,Yes,Bachelors,Male,734.0,Employed
36.0,69781.05,9258.9,Yes,Bachelors,Female,740.0,Employed
51.0,110449.48,15759.44,Yes,Bachelors,Female,649.0,Employed
31.0,68359.51,16556.7,Yes,Masters,Female,636.0,Self-Employed
44.0,59884.27,14625.99,Yes,High School,Male,750.0,Employed
39.0,72539.15,18530.65,Yes,High School,Male,661.0,Employed
43.0,76017.6,17325.68,Yes,PhD,Female,725.0,Employed
35.0,,11585.11,Yes,High School,Female,712.0,Employed
28.0,79749.65,17460.62,No,PhD,Female,694.0,Employed
30.0,112293.57,16135.67,Yes,Masters,Male,798.0,Employed
30.0,89001.33,19785.69,Yes,High School,Male,668.0,Unemployed
38.0,83281.38,7741.21,Yes,Bachelors,Female,679.0,Employed
22.0,79608.05,15561.45,Yes,High School,Male,753.0,Employed
26.0,50043.05,15477.95,No,Bachelors,Female,736.0,Employed
39.0,50070.84,13140.9,Yes,Bachelors,Female,727.0,Unemployed
37.0,73262.25,20296.08,No,Bachelors,Female,734.0,Unemployed
40.0,61436.04,11447.57,No,High School,Male,691.0,Employed
38.0,41066.96,18561.52,Yes,Bachelors,Female,667.0,Employed
63.0,62988.13,11379.21,No,PhD,Male,798.0,Employed
39.0,79013.64,21630.38,Yes,Bachelors,Male,663.0,Employed
,81606.04,17027.73,No,Masters,Male,621.0,Self-Employed
39.0,53344.77,7213.59,Yes,Bachelors,Male,684.0,Unemployed
48.0,69081.69,20683.86,Yes,Bachelors,Male,760.0,Employed
38.0,78295.35,17811.09,Yes,Bachelors,Male,619.0,Employed
45.0,44634.75,15456.67,Yes,Bachelors,Female,678.0,Employed
42.0,54551.31,11801.06,No,Bachelors,Male,765.0,Employed
35.0,69736.2,10730.21,Yes,Masters,Female,657.0,Employed
39.0,51815.76,17527.02,Yes,Bachelors,Female,729.0,Employed
54.0,63441.25,7293.5,Yes,Bachelors,Female,720.0,Employed
40.0,119915.67,11616.91,Yes,PhD,Female,723.0,Self-Employed
28.0,39855.51,18489.08,Yes,High School,Male,751.0,Employed
35.0,98493.15,,No,Masters,Female,657.0,Self-Employed
17.0,76833.31,8193.93,Yes,Bachelors,Female,766.0,Employed
39.0,45519.63,17606.58,Yes,Bachelors,Female,660.0,Employed
51.0,83571.8,13668.16,Yes,Bachelors,Female,696.0,Employed
25.0,70858.0,23323.9,Yes,Bachelors,Female,702.0,Self-Employed
39.0,94106.75,13474.11,Yes,Masters,Female,741.0,Employed
48.0,83209.87,7244.76,Yes,Bachelors,Male,641.0,Self-Employed
49.0,73926.48,20666.31,Yes,PhD,Male,801.0,Employed
51.0,63871.14,8351.7,No,Bachelors,Male,706.0,Employed
19.0,93378.35,9950.38,Yes,Bachelors,Male,760.0,Employed
43.0,62159.2,13321.04,No,Masters,Female,658.0,Self-Employed
23.0,41996.33,15813.11,Yes,Bachelors,Female,693.0,Employed
28.0,32082.55,16904.55,Yes,Bachelors,Male,,Employed
46.0,45280.01,19803.24,Yes,Bachelors,Male,762.0,Employed
40.0,86059.3,2122.6,No,Masters,Male,669.0,Employed
45.0,62735.54,,Yes,High School,Male,662.0,Employed
29.0,,20291.62,No,PhD,Male,747.0,Employed
53.0,61328.61,10527.3,Yes,Masters,Male,563.0,Employed
45.0,86588.87,14744.85,Yes,Masters,Male,709.0,Self-Employed
47.0,,,No,Bachelors,Female,809.0,Employed
27.0,73240.09,14144.3,Yes,Bachelors,Male,670.0,Employed
50.0,58004.09,13689.56,Yes,Bachelors,Male,675.0,Self-Employed
35.0,62188.95,14199.53,Yes,Bachelors,Female,766.0,Employed
32.0,67353.4,21439.37,Yes,High School,Female,,Employed
44.0,52107.17,6986.26,Yes,Masters,Male,791.0,Employed
44.0,67789.65,23937.3,No,Masters,Female,775.0,Unemployed
30.0,51064.42,13868.4,No,Bachelors,Female,746.0,Employed
59.0,,13294.06,Yes,PhD,Male,672.0,Self-Employed
56.0,79563.38,10943.16,Yes,Bachelors,Male,715.0,Employed
44.0,92344.22,9325.04,Yes,Bachelors,Male,706.0,Employed
42.0,75209.54,3306.7,No,High School,Male,724.0,Unemployed
41.0,74575.25,21088.22,No,High School,Male,736.0,Employed
23.0,53285.49,3920.74,Yes,Bachelors,Female,693.0,Employed
39.0,69049.7,14742.78,No,Masters,Female,693.0,Self-Employed
39.0,49549.51,12789.17,No,Bachelors,Female,756.0,Employed
32.0,35914.27,16463.82,No,High School,Male,836.0,Employed
35.0,64696.87,5020.78,Yes,Masters,Male,659.0,Employed
14.0,59924.71,10870.8,Yes,Bachelors,Female,758.0,Self-Employed
27.0,82228.55,17373.6,Yes,Bachelors,Male,746.0,Self-Employed
47.0,50765.72,15922.09,Yes,Bachelors,Female,,Employed
55.0,126269.69,11682.11,No,Masters,Male,732.0,Employed
29.0,60401.42,15516.27,Yes,Masters,Female,693.0,Employed
40.0,68593.57,23613.98,Yes,Bachelors,Male,727.0,Employed
49.0,58662.91,20445.3,Yes,High School,Female,705.0,Employed
33.0,85556.46,19859.32,Yes,High School,Male,748.0,Unemployed
45.0,65724.16,17748.71,Yes,Masters,Female,743.0,Unemployed
38.0,50414.55,15907.01,Yes,Bachelors,Male,599.0,Employed
50.0,33330.41,11581.65,Yes,High School,Female,729.0,Employed
,81478.37,15278.09,Yes,PhD,Male,732.0,Self-Employed
27.0,82996.2,24834.15,No,Bachelors,Male,773.0,Employed
41.0,76854.43,19597.72,Yes,High School,Female,720.0,Employed
39.0,65695.13,13208.46,Yes,High School,Male,699.0,Employed
37.0,63615.74,4522.19,Yes,Bachelors,Female,767.0,Employed
44.0,85550.26,18787.43,No,Bachelors,Female,683.0,Employed
29.0,67978.98,19681.35,Yes,Bachelors,Male,644.0,Employed
24.0,92490.59,12285.43,No,Bachelors,Male,751.0,Employed
33.0,68019.05,11660.4,Yes,Bachelors,Male,785.0,Self-Employed
34.0,67293.46,5255.61,No,Masters,Male,,Employed
35.0,77417.1,21279.2,Yes,High School,Female,683.0,Employed
51.0,97834.82,12925.15,No,Bachelors,Male,780.0,Employed
46.0,93534.83,16303.54,Yes,Bachelors,Female,746.0,Employed
43.0,69035.26,9506.42,No,PhD,Female,706.0,Self-Employed
40.0,62525.37,7761.08,Yes,Bachelors,Female,733.0,Employed
34.0,45833.63,22477.84,Yes,PhD,Female,671.0,Employed
29.0,83841.53,13053.04,No,High School,Female,736.0,Employed
26.0,34323.97,11247.92,Yes,High School,Male,621.0,Employed
31.0,104104.38,29511.99,Yes,High School,Male,677.0,Employed
38.0,86862.65,19925.99,No,Bachelors,Female,712.0,Employed
26.0,55080.78,11392.61,No,Bachelors,Male,728.0,Employed
40.0,94617.84,18685.49,Yes,High School,Male,700.0,Self-Employed
36.0,80963.63,6974.37,Yes,High School,Female,769.0,Employed
34.0,79353.82,13404.33,No,High School,Female,729.0,Employed
50.0,64661.49,10810.48,Yes,High School,Male,696.0,Employed
13.0,81053.11,17092.48,Yes,Bachelors,Female,,Employed
34.0,41664.46,23283.58,No,High School,Female,752.0,Employed
14.0,71257.07,6529.92,Yes,Masters,Male,739.0,Employed
40.0,56402.48,24285.59,Yes,PhD,Female,704.0,Employed
46.0,64238.9,18748.16,No,Bachelors,Female,793.0,Employed
24.0,56221.7,10003.9,No,Bachelors,Female,673.0,Employed
26.0,57245.98,10099.12,No,Masters,Male,796.0,Unemployed
21.0,95768.92,11426.87,Yes,Masters,Male,648.0,Employed
39.0,41342.63,10668.09,No,Bachelors,Male,658.0,Employed
35.0,78173.25,,Yes,Masters,Female,664.0,Employed
35.0,47386.22,,No,Bachelors,Female,780.0,Employed
34.0,96430.08,14023.88,Yes,Bachelors,Male,691.0,Employed
28.0,78556.01,18733.21,Yes,PhD,Female,705.0,Employed
49.0,41906.2,12129.13,Yes,Masters,Male,650.0,Employed
41.0,76693.35,16486.79,Yes,Masters,Female,694.0,Employed
26.0,56082.71,20626.41,Yes,Bachelors,Female,708.0,Employed
31.0,74537.55,7524.23,Yes,Masters,Female,749.0,Unemployed
29.0,43431.49,,Yes,Masters,Male,737.0,Employed
52.0,94619.21,7471.67,No,Bachelors,Male,687.0,Employed
45.0,30051.81,7992.56,No,High School,Female,652.0,Self-Employed
37.0,53848.51,21806.83,Yes,Masters,Female,707.0,Self-Employed
55.0,48360.43,12478.05,No,Bachelors,Female,810.0,Self-Employed
53.0,77585.07,17314.3,Yes,PhD,Female,736.0,Self-Employed
36.0,60149.71,15826.96,Yes,High School,Female,664.0,Employed
34.0,66312.01,18541.59,Yes,Masters,Female,643.0,Self-Employed
34.0,57169.36,15738.18,No,Bachelors,Female,670.0,Employed
28.0,42631.12,15534.04,Yes,PhD,Female,705.0,Employed
55.0,65429.16,7586.17,Yes,Bachelors,Male,780.0,Employed
28.0,43942.08,15174.96,No,PhD,Male,587.0,Employed
47.0,33359.25,15118.36,Yes,Bachelors,Male,734.0,Employed
45.0,82518.4,10290.89,Yes,High School,Female,671.0,Employed
35.0,45218.68,4656.6,Yes,High School,Male,755.0,Employed
56.0,99142.25,16224.31,No,Masters,Female,732.0,Employed
22.0,98353.3,21121.35,Yes,Masters,Male,826.0,Employed
37.0,87713.83,6152.47,Yes,PhD,Female,727.0,Employed
,47284.26,14158.32,No,Bachelors,Male,800.0,Self-Employed
48.0,112432.12,3832.64,No,Masters,Male,677.0,Self-Employed
42.0,22951.13,18249.34,Yes,Masters,Female,705.0,Self-Employed
21.0,52339.99,20920.88,Yes,Bachelors,Male,622.0,Self-Employed
50.0,86664.38,14511.71,No,Masters,Male,728.0,Self-Employed
43.0,85093.9,,Yes,Masters,Male,707.0,Employed
28.0,55497.18,15317.81,Yes,Masters,Female,740.0,Employed
35.0,54286.97,10147.3,Yes,Masters,Male,712.0,Unemployed
,65692.19,14327.77,Yes,High School,Female,791.0,Employed
36.0,68260.43,14863.45,Yes,High School,Female,708.0,Employed
40.0,60611.15,14273.38,No,Bachelors,Female,747.0,Employed
35.0,103159.91,16856.97,Yes,PhD,Female,801.0,Employed
33.0,56327.38,15662.77,Yes,Bachelors,Female,808.0,Employed
22.0,99329.34,14029.17,Yes,Bachelors,Female,740.0,Employed
41.0,78118.62,11793.48,No,Masters,Male,727.0,Employed
19.0,90383.79,17498.5,No,Masters,Male,741.0,Unemployed
38.0,,17151.19,Yes,High School,Female,801.0,Employed
20.0,90559.82,15884.85,Yes,Masters,Female,725.0,Employed
39.0,89852.06,10852.53,No,Masters,Male,728.0,Employed
38.0,56679.36,9344.17,Yes,High School,Male,678.0,Unemployed
42.0,86958.76,,Yes,Masters,Female,681.0,Employed
47.0,40401.75,10540.73,Yes,Bachelors,Female,749.0,Employed
48.0,60507.43,13312.22,Yes,Masters,Male,675.0,Employed
,93342.01,7222.17,Yes,Masters,Male,736.0,Employed
37.0,66360.53,17215.39,No,High School,Male,706.0,Employed
58.0,64715.38,8801.74,No,Bachelors,Female,688.0,Self-Employed
39.0,98091.17,8543.32,Yes,Bachelors,Male,678.0,Employed
30.0,30930.24,10053.82,Yes,Bachelors,Female,841.0,Self-Employed
37.0,66447.08,17145.14,Yes,Bachelors,Female,747.0,Employed
34.0,68679.3,13919.17,Yes,Masters,Female,651.0,Employed
26.0,54065.17,11831.25,No,Bachelors,Male,845.0,Self-Employed
47.0,97482.96,23263.2,Yes,Bachelors,Female,727.0,Employed
44.0,51798.66,17610.92,Yes,Masters,Male,684.0,Employed
25.0,52049.44,5042.13,No,Masters,Female,710.0,Self-Employed
37.0,20555.02,10633.16,Yes,High School,Female,800.0,Employed
32.0,92214.99,5110.13,Yes,Masters,Female,684.0,Employed
22.0,63413.59,12609.95,No,Masters,Male,699.0,Employed
24.0,63448.79,20181.73,Yes,High School,Female,748.0,Self-Employed
25.0,65735.64,16243.93,No,Masters,Female,708.0,Employed
37.0,93865.17,13831.88,Yes,Masters,Male,789.0,Employed
33.0,,12640.85,Yes,Bachelors,Female,682.0,Unemployed
28.0,35350.81,16599.97,Yes,Bachelors,Female,686.0,Employed
34.0,60741.58,6529.05,Yes,Masters,Male,702.0,Employed
45.0,47296.72,14397.97,Yes,PhD,Male,707.0,Employed
42.0,65526.73,15843.04,No,Bachelors,Female,737.0,Employed
48.0,68178.82,8630.28,Yes,Bachelors,Female,710.0,Employed
36.0,35626.26,10561.44,Yes,Bachelors,Male,684.0,Employed
54.0,77373.3,24836.51,Yes,Masters,Female,745.0,Self-Employed
41.0,61016.32,17638.51,Yes,Bachelors,Female,681.0,Employed
33.0,85609.76,6476.47,Yes,Bachelors,Male,762.0,Self-Employed
39.0,70605.96,11248.56,Yes,Masters,Female,624.0,Self-Employed
26.0,35675.75,14854.89,Yes,PhD,Female,732.0,Employed
35.0,82292.74,26541.45,Yes,Bachelors,Female,717.0,Employed
,43198.75,19450.03,Yes,Bachelors,Female,,Employed
44.0,45370.25,,No,Bachelors,Male,745.0,Employed
34.0,63664.33,16989.47,Yes,Bachelors,Female,722.0,Employed
65.0,64297.99,10077.38,Yes,Bachelors,Male,824.0,Employed
36.0,34930.62,22975.02,Yes,High School,Male,752.0,Employed
21.0,67044.02,19272.07,Yes,High School,Male,812.0,Employed
50.0,68220.08,21376.91,Yes,High School,Female,735.0,Employed
44.0,67437.63,23504.72,Yes,Masters,Female,690.0,Employed
40.0,36240.64,22778.49,Yes,Bachelors,Female,,Self-Employed
33.0,72878.15,14919.04,Yes,High School,Female,739.0,Self-Employed
42.0,82390.52,16366.08,Yes,Masters,Female,752.0,Self-Employed
54.0,43068.08,,Yes,Masters,Female,657.0,Employed
40.0,48488.9,19642.65,No,PhD,Male,722.0,Unemployed
23.0,85746.82,16659.92,Yes,Bachelors,Female,,Unemployed
3.0,101599.53,15725.61,No,Bachelors,Male,762.0,Employed
42.0,66672.59,14471.92,Yes,Masters,Female,754.0,Self-Employed
28.0,61008.54,14256.99,Yes,Bachelors,Female,628.0,Employed
37.0,73964.43,16505.02,Yes,Bachelors,Male,647.0,Employed
30.0,97126.84,21492.36,Yes,Masters,Female,617.0,Self-Employed
29.0,52999.33,10239.96,No,Bachelors,Male,738.0,Self-Employed
30.0,60319.48,15363.82,Yes,Masters,Male,739.0,Employed
31.0,59794.51,16726.21,No,Bachelors,Male,,Unemployed
46.0,41665.96,23280.9,Yes,Bachelors,Female,665.0,Unemployed
44.0,87055.75,12838.89,Yes,PhD,Female,697.0,Employed
,75222.75,11101.17,Yes,Bachelors,Female,681.0,Self-Employed
,29654.5,22548.82,No,High School,Male,674.0,Self-Employed
42.0,69772.98,17548.08,Yes,Bachelors,Female,673.0,Unemployed
49.0,103245.07,12886.71,Yes,PhD,Female,656.0,Employed
48.0,75508.2,20277.93,Yes,Masters,Female,739.0,Self-Employed
28.0,102079.8,5617.09,No,Bachelors,Male,793.0,Self-Employed
48.0,58797.22,14732.4,Yes,Masters,Female,764.0,Employed
20.0,89323.71,16470.68,Yes,Masters,Male,700.0,Self-Employed
36.0,96298.51,17948.74,Yes,High School,Male,715.0,Self-Employed
,68545.4,10869.78,Yes,High School,Male,740.0,Employed
17.0,61777.23,10785.34,Yes,Masters,Male,728.0,Self-Employed
59.0,91999.61,22701.89,Yes,Bachelors,Male,675.0,Self-Employed
51.0,80801.43,15080.73,Yes,Bachelors,Female,742.0,Self-Employed
44.0,89080.08,15796.85,No,High School,Female,746.0,Self-Employed
28.0,78261.98,11357.5,Yes,High School,Male,673.0,Unemployed
37.0,68406.89,10413.69,Yes,PhD,Female,726.0,Employed
46.0,68225.15,12162.45,Yes,High School,Female,709.0,Unemployed
27.0,62904.26,20977.65,Yes,PhD,Female,744.0,Employed
36.0,78005.43,11889.18,Yes,Masters,Female,687.0,Employed
47.0,66453.49,13817.52,Yes,Masters,Male,816.0,Employed
23.0,75067.32,23062.88,Yes,Masters,Male,650.0,Unemployed
41.0,54146.01,25682.97,Yes,Bachelors,Male,811.0,Self-Employed
20.0,52967.26,7666.8,Yes,High School,Female,678.0,Self-Employed
29.0,81682.98,4372.0,No,High School,Female,748.0,Self-Employed
33.0,77769.47,11437.2,Yes,Bachelors,Male,666.0,Employed
43.0,61400.94,10109.92,Yes,Bachelors,Female,682.0,Employed
31.0,97537.88,17385.57,No,Bachelors,Male,675.0,Employed
39.0,53578.48,14932.1,Yes,High School,Female,694.0,Self-Employed
31.0,78746.72,14353.63,Yes,Masters,Male,672.0,Employed
33.0,79154.21,19386.65,No,High School,Male,828.0,Employed
51.0,71069.69,4360.56,Yes,Bachelors,Male,771.0,Unemployed
26.0,95323.7,11909.54,No,Bachelors,Male,706.0,Employed
46.0,102545.31,,Yes,Bachelors,Female,770.0,Unemployed
38.0,46984.26,20160.54,Yes,High School,Male,833.0,Employed
32.0,24498.05,14706.87,Yes,Bachelors,Male,773.0,Self-Employed
26.0,60216.31,17056.07,Yes,Bachelors,Female,796.0,Employed
27.0,50341.29,13372.18,Yes,High School,Male,783.0,Unemployed
31.0,61258.02,14784.5,Yes,High School,Male,793.0,Employed
36.0,106390.48,13534.87,Yes,High School,Male,769.0,Employed
44.0,123931.75,13849.84,Yes,Bachelors,Female,668.0,Self-Employed
35.0,51036.49,15377.67,Yes,Bachelors,Male,797.0,Employed
36.0,74485.19,22231.61,Yes,PhD,Male,723.0,Employed
37.0,,17071.21,Yes,Masters,Female,736.0,Unemployed
43.0,76915.12,13972.39,Yes,Masters,Female,617.0,Employed
44.0,42590.4,17722.19,Yes,Bachelors,Male,682.0,Employed
24.0,94715.87,15910.94,Yes,Masters,Female,782.0,Employed
35.0,88038.93,17936.41,Yes,Bachelors,Male,770.0,Employed
50.0,60399.25,13030.82,Yes,Masters,Male,760.0,Employed
25.0,94615.22,17459.53,Yes,Bachelors,Male,648.0,Self-Employed
39.0,41162.23,17550.18,Yes,Masters,Male,732.0,Employed
36.0,36134.63,7902.98,No,Bachelors,Male,718.0,Unemployed
32.0,75296.92,13074.34,No,Bachelors,Female,756.0,Employed
54.0,78624.93,14144.32,Yes,PhD,Male,713.0,Employed
38.0,66723.57,13371.8,Yes,Bachelors,Female,682.0,Employed
53.0,92147.02,9856.5,No,Masters,Female,689.0,Employed
38.0,56850.2,2641.73,Yes,High School,Female,593.0,Employed
43.0,94087.63,20140.78,Yes,Masters,Female,706.0,Employed
32.0,85761.92,4168.58,No,Bachelors,Male,712.0,Employed
32.0,107256.93,24892.89,No,High School,Male,650.0,Unemployed
,,13817.96,Yes,Bachelors,Male,695.0,Self-Employed
42.0,60273.17,11663.27,Yes,Bachelors,Male,852.0,Employed
44.0,51875.99,7249.49,Yes,Masters,Female,679.0,Employed
42.0,85539.1,6700.63,Yes,Bachelors,Female,771.0,Employed
25.0,101460.66,10541.51,Yes,Bachelors,Male,722.0,Employed
30.0,62559.3,15953.49,Yes,Bachelors,Male,731.0,Employed
46.0,81987.93,22061.2,No,Bachelors,Male,765.0,Employed
18.0,98872.38,7254.14,Yes,Bachelors,Male,603.0,Employed
41.0,76524.71,16795.27,No,Masters,Male,749.0,Employed
37.0,84029.15,5745.79,Yes,Bachelors,Male,669.0,Self-Employed
,30334.98,10470.59,Yes,Bachelors,Female,754.0,Employed
42.0,101316.92,17512.16,No,Bachelors,Male,739.0,Employed
31.0,64024.67,9914.87,Yes,Masters,Female,636.0,Employed
31.0,123395.04,22717.93,Yes,PhD,Female,797.0,Employed
33.0,52983.24,18774.03,Yes,Masters,Male,,Employed
44.0,79491.41,17478.06,Yes,High School,Male,727.0,Employed
15.0,86510.97,12210.02,No,Masters,Female,833.0,Employed
40.0,19969.33,10667.48,Yes,Masters,Male,680.0,Self-Employed
29.0,105548.03,12716.04,Yes,Bachelors,Female,710.0,Employed
40.0,84861.99,16249.56,Yes,High School,Male,,Employed
41.0,40111.09,16246.83,No,High School,Male,765.0,Employed
21.0,77394.93,10905.54,Yes,Masters,Male,745.0,Employed
36.0,77279.14,11368.72,Yes,High School,Male,677.0,Employed
40.0,67312.8,7261.86,Yes,High School,Male,738.0,Employed
39.0,58078.93,26397.54,Yes,PhD,Male,867.0,Unemployed
37.0,68639.56,10511.95,No,Masters,Female,779.0,Employed
26.0,,6577.52,Yes,Masters,Female,756.0,Self-Employed
27.0,86417.57,2561.54,Yes,Bachelors,Male,889.0,Employed
24.0,70169.74,11642.3,No,High School,Female,777.0,Employed
44.0,74573.03,17030.06,Yes,Masters,Male,751.0,Employed
37.0,67459.24,14475.86,Yes,Bachelors,Male,706.0,Employed
37.0,50540.49,14054.92,Yes,High School,Female,697.0,Unemployed
21.0,68854.27,18648.09,Yes,Masters,Female,660.0,Unemployed
38.0,55308.39,17917.79,Yes,PhD,Female,716.0,Self-Employed
44.0,50089.31,10507.93,No,Masters,Male,692.0,Employed
20.0,21619.18,16303.03,Yes,Masters,Female,712.0,Employed
33.0,61823.29,15346.76,Yes,Bachelors,Male,733.0,Unemployed
22.0,85709.45,12037.74,Yes,Bachelors,Female,692.0,Unemployed
34.0,94462.36,22145.91,No,High School,Male,767.0,Self-Employed
29.0,78923.59,11114.23,Yes,High School,Male,711.0,Employed
42.0,44089.78,12116.08,Yes,PhD,Female,696.0,Employed
40.0,66905.74,12620.41,Yes,Bachelors,Male,,Employed
51.0,46902.29,19633.44,Yes,High School,Female,725.0,Employed
37.0,108188.24,20436.46,No,Bachelors,Female,665.0,Employed
41.0,62254.81,21752.28,Yes,Bachelors,Female,645.0,Employed
32.0,60114.3,18871.33,No,Bachelors,Male,700.0,Employed
27.0,88456.85,14500.44,No,Masters,Male,800.0,Self-Employed
46.0,69218.1,19807.4,No,Bachelors,Male,745.0,Employed
50.0,91432.82,16876.15,Yes,Masters,Male,,Employed
45.0,47537.45,14380.89,Yes,High School,Female,710.0,Unemployed
39.0,,12679.19,Yes,Bachelors,Male,738.0,Employed
28.0,80145.54,14140.91,Yes,Bachelors,Male,,Employed
49.0,17642.11,12616.5,No,Masters,Male,712.0,Employed
44.0,56346.92,17076.29,Yes,High School,Female,650.0,Employed
58.0,57723.43,13936.81,Yes,Bachelors,Male,680.0,Employed
26.0,71104.7,17442.15,No,Bachelors,Male,680.0,Employed
47.0,,17536.04,No,High School,Male,845.0,Employed
43.0,75921.12,15037.28,No,Bachelors,Male,736.0,Employed
35.0,65310.44,12743.76,Yes,Masters,Male,708.0,Unemployed
52.0,92948.22,10459.34,Yes,Bachelors,Female,653.0,Employed
42.0,112214.23,14460.43,Yes,PhD,Male,761.0,Employed
29.0,39988.81,16467.23,No,Bachelors,Male,743.0,Unemployed
37.0,70493.84,8175.64,Yes,Bachelors,Male,727.0,Self-Employed
29.0,91726.82,6111.13,Yes,PhD,Female,743.0,Employed
33.0,55941.51,14387.97,Yes,Masters,Female,663.0,Employed
45.0,75596.87,10524.33,Yes,Bachelors,Female,720.0,Self-Employed
48.0,62403.53,20045.84,Yes,High School,Female,725.0,Self-Employed
40.0,49931.45,21524.52,Yes,Masters,Male,759.0,Employed
30.0,49664.73,9944.07,Yes,Masters,Male,769.0,Unemployed
42.0,20581.18,6486.75,Yes,Bachelors,Male,583.0,Self-Employed
45.0,73319.94,17878.26,Yes,High School,Male,709.0,Self-Employed
18.0,74636.39,16018.8,Yes,Masters,Male,765.0,Unemployed
39.0,50963.26,16968.27,No,High School,Male,804.0,Employed
36.0,64403.5,18836.64,Yes,Bachelors,Female,668.0,Unemployed
48.0,41155.1,12907.69,No,High School,Male,717.0,Self-Employed
42.0,80650.64,14014.74,Yes,High School,Male,753.0,Self-Employed
43.0,61988.18,19062.33,No,High School,Male,751.0,Employed
33.0,85411.8,17230.46,Yes,Bachelors,Male,658.0,Unemployed
38.0,63557.58,25234.65,Yes,High School,Female,665.0,Employed
47.0,50246.0,16468.0,Yes,Bachelors,Female,613.0,Employed
37.0,59281.61,16283.25,No,Masters,Male,697.0,Employed
40.0,100162.02,19406.85,No,High School,Male,678.0,Unemployed
23.0,111921.46,25329.61,Yes,Masters,Male,613.0,Employed
37.0,39859.47,18574.03,No,Bachelors,Male,742.0,Employed
18.0,88114.38,13565.06,Yes,PhD,Female,707.0,Employed
33.0,47834.65,11694.51,Yes,Bachelors,Female,749.0,Unemployed
39.0,54802.33,15811.24,Yes,Bachelors,Male,738.0,Employed
46.0,74179.61,9500.41,Yes,High School,Male,761.0,Self-Employed
28.0,79786.78,18228.49,No,Bachelors,Female,704.0,Employed
42.0,55435.96,,Yes,Masters,Male,720.0,Employed
,82202.97,17591.2,No,PhD,Female,711.0,Employed
32.0,93684.46,6111.94,Yes,Bachelors,Male,768.0,Self-Employed
23.0,84569.53,21735.09,Yes,Masters,Male,756.0,Self-Employed
41.0,50675.49,9395.82,Yes,Masters,Male,744.0,Employed
26.0,61106.07,8707.31,Yes,Bachelors,Male,653.0,Employed
30.0,87504.91,4912.43,No,Bachelors,Female,820.0,Employed
47.0,101027.8,11974.82,Yes,Bachelors,Male,696.0,Employed
57.0,44581.08,15767.19,Yes,Bachelors,Female,705.0,Employed
28.0,76055.24,14487.83,Yes,PhD,Male,804.0,Employed
31.0,84685.98,18480.29,Yes,Masters,Female,725.0,Self-Employed
34.0,42069.92,21380.13,No,Masters,Male,701.0,Employed
33.0,90377.63,21801.98,No,Masters,Male,756.0,Unemployed
57.0,112297.11,13719.69,Yes,Bachelors,Male,669.0,Employed
33.0,,14269.3,Yes,Bachelors,Female,635.0,Employed
34.0,81313.8,14313.32,Yes,High School,Male,683.0,Employed
54.0,54975.25,12934.9,Yes,Bachelors,Female,808.0,Employed
,60193.07,25122.99,Yes,High School,Female,676.0,Employed
48.0,57055.28,16561.73,No,Masters,Female,702.0,Employed
29.0,52311.59,17537.78,Yes,High School,Male,729.0,Employed
33.0,,18401.54,Yes,Masters,Female,749.0,Employed
28.0,76183.92,21069.7,Yes,Bachelors,Female,738.0,Employed
46.0,52848.08,13852.56,Yes,High School,Female,675.0,Employed
50.0,63051.97,17560.48,No,High School,Male,798.0,Employed
32.0,76378.81,17940.67,Yes,High School,Female,714.0,Self-Employed
34.0,27664.71,7201.67,No,Masters,Female,779.0,Employed
35.0,88985.46,12561.97,Yes,Masters,Male,662.0,Employed
23.0,74260.84,14178.68,Yes,High School,Female,743.0,Employed
31.0,74534.1,19948.08,Yes,Bachelors,Male,750.0,Employed
46.0,93127.11,32458.33,No,Bachelors,Female,,Employed
29.0,88762.9,12816.26,Yes,Masters,Male,756.0,Self-Employed
39.0,82145.66,12605.22,No,Bachelors,Female,649.0,Employed
25.0,,17211.47,Yes,Bachelors,Female,669.0,Employed
37.0,69804.6,6371.89,Yes,Bachelors,Female,755.0,Employed
32.0,58382.06,6076.1,No,Bachelors,Male,646.0,Employed
26.0,50784.7,14313.05,Yes,Masters,Female,756.0,Employed
46.0,77746.4,12291.72,Yes,Masters,Female,666.0,Employed
46.0,77882.05,20585.67,No,Bachelors,Male,758.0,Employed
28.0,72822.88,13136.41,No,Bachelors,Female,632.0,Employed
36.0,43119.96,8468.34,Yes,PhD,Female,705.0,Employed
38.0,16895.79,9910.55,No,Bachelors,Female,746.0,Self-Employed
20.0,71111.94,20942.43,Yes,Bachelors,Female,814.0,Employed
24.0,33321.96,11351.71,Yes,PhD,Female,681.0,Employed
51.0,76358.21,13277.27,No,Masters,Female,629.0,Employed
27.0,108972.84,13486.66,No,Masters,Male,663.0,Employed
51.0,76624.5,12088.28,Yes,Masters,Male,751.0,Employed
25.0,61269.43,16526.77,Yes,PhD,Female,817.0,Employed
45.0,49083.3,23859.45,Yes,High School,Male,687.0,Employed
35.0,58466.37,17758.66,Yes,Masters,Male,768.0,Employed
36.0,69261.96,19106.54,Yes,High School,Male,724.0,Employed
57.0,91458.32,10179.21,Yes,Masters,Female,742.0,Employed
25.0,72804.97,16858.04,Yes,High School,Female,708.0,Self-Employed
44.0,64165.64,21840.87,Yes,Masters,Male,666.0,Employed
44.0,83461.28,13839.37,Yes,Masters,Female,785.0,Employed
72.0,99520.95,14979.18,No,Masters,Female,697.0,Employed
27.0,76270.77,18818.48,Yes,High School,Female,681.0,Employed
32.0,73824.58,22649.86,Yes,Masters,Female,730.0,Employed
46.0,36800.94,20934.37,No,Masters,Female,714.0,Unemployed
36.0,42764.23,8661.72,Yes,Masters,Female,823.0,Employed
33.0,40203.66,16682.78,Yes,Masters,Male,725.0,Employed
48.0,66174.36,11968.11,Yes,PhD,Male,720.0,Employed
35.0,53324.25,13393.71,Yes,PhD,Male,771.0,Employed
,60079.07,8483.1,Yes,High School,Female,,Employed
45.0,53070.53,13668.09,No,High School,Female,753.0,Unemployed
42.0,54836.49,10746.61,Yes,High School,Male,738.0,Employed
35.0,32917.4,14198.43,Yes,Masters,Female,769.0,Unemployed
34.0,74399.86,,Yes,Bachelors,Male,773.0,Employed
29.0,84003.08,16412.87,Yes,Masters,Male,676.0,Unemployed
45.0,71394.29,19425.92,Yes,PhD,Male,665.0,Self-Employed
34.0,77297.61,12565.13,Yes,Bachelors,Male,662.0,Employed
30.0,79301.59,6552.94,Yes,High School,Female,739.0,Employed
25.0,78503.76,22983.49,Yes,Bachelors,Male,793.0,Employed
42.0,86930.22,17739.36,Yes,Masters,Female,632.0,Employed
33.0,93814.18,17971.81,Yes,Masters,Male,813.0,Employed
18.0,101566.71,17696.47,No,High School,Female,765.0,Employed
26.0,31484.81,16289.08,Yes,Bachelors,Female,660.0,Employed
36.0,79343.43,19957.56,Yes,Bachelors,Male,702.0,Employed
36.0,45798.59,11718.36,Yes,Bachelors,Male,674.0,Employed
36.0,98123.1,18945.49,Yes,Bachelors,Female,782.0,Unemployed
34.0,71321.16,,Yes,Masters,Male,757.0,Employed
23.0,75526.64,15657.58,Yes,Masters,Male,703.0,Unemployed
29.0,72344.38,12548.33,No,Masters,Male,719.0,Employed
50.0,74207.53,16254.54,No,Masters,Female,760.0,Self-Employed
48.0,102947.1,13959.21,No,Masters,Female,707.0,Employed
44.0,94792.81,19280.66,Yes,Bachelors,Female,679.0,Employed
43.0,102089.35,12688.89,Yes,Masters,Male,714.0,Employed
47.0,66106.08,9847.44,No,Masters,Male,735.0,Employed
27.0,27505.39,17824.82,Yes,High School,Female,668.0,Employed
38.0,84945.9,25536.18,Yes,Bachelors,Male,705.0,Self-Employed
27.0,,16281.36,Yes,Masters,Male,717.0,Employed
27.0,62759.04,14275.69,Yes,Bachelors,Female,721.0,Self-Employed
42.0,,23942.59,No,Bachelors,Male,783.0,Employed
47.0,70040.53,17297.57,No,High School,Female,748.0,Employed
36.0,82875.47,14258.26,Yes,Masters,Male,744.0,Employed
54.0,51532.03,23578.86,Yes,Bachelors,Male,665.0,Employed
40.0,82530.57,11312.28,Yes,High School,Female,695.0,Self-Employed
30.0,66194.56,13333.8,No,Masters,Male,734.0,Unemployed
27.0,122042.65,16695.87,Yes,High School,Male,717.0,Employed
48.0,38196.62,29127.94,Yes,Masters,Female,763.0,Employed
39.0,72549.85,10371.87,Yes,Bachelors,Female,753.0,Employed
45.0,82297.01,9329.44,No,Bachelors,Female,617.0,Self-Employed
11.0,61775.88,16132.04,Yes,Bachelors,Male,732.0,Employed
40.0,58523.72,22447.78,Yes,High School,Male,744.0,Employed
33.0,96491.01,,Yes,PhD,Male,617.0,Employed
24.0,,11634.6,Yes,Masters,Female,737.0,Employed
37.0,54024.34,9256.27,No,Bachelors,Male,858.0,Employed
49.0,40341.56,11723.45,No,High School,Female,695.0,Employed
61.0,81768.7,15521.58,No,High School,Male,696.0,Unemployed
40.0,76455.53,16568.14,No,Bachelors,Male,731.0,Employed
31.0,81418.72,13791.34,No,Bachelors,Female,772.0,Employed
30.0,67375.93,13667.14,No,Masters,Female,766.0,Employed
48.0,87175.46,13627.47,Yes,Masters,Male,680.0,Employed
28.0,102007.43,18023.85,Yes,Masters,Female,736.0,Employed
44.0,,16743.44,Yes,Masters,Female,701.0,Self-Employed
41.0,53621.65,18111.7,Yes,Bachelors,Female,691.0,Unemployed
40.0,119992.03,16710.77,No,High School,Male,763.0,Employed
22.0,83163.59,5651.01,Yes,Bachelors,Female,841.0,Employed
34.0,41470.02,15053.68,Yes,PhD,Female,709.0,Employed
23.0,78746.45,11650.56,No,Bachelors,Male,690.0,Employed
32.0,74590.16,22909.06,Yes,High School,Male,665.0,Employed
47.0,67668.25,9265.68,No,Bachelors,Female,776.0,Employed
50.0,65932.8,5439.25,No,Masters,Female,829.0,Employed
40.0,84044.12,18952.04,Yes,High School,Female,645.0,Employed
32.0,84122.48,16228.71,Yes,Bachelors,Female,703.0,Employed
54.0,58266.49,15691.14,Yes,PhD,Male,610.0,Employed
32.0,59283.11,17024.71,No,Masters,Male,752.0,Employed
27.0,58499.95,14540.69,Yes,Masters,Female,687.0,Unemployed
45.0,66504.35,12697.0,No,Bachelors,Male,671.0,Employed
43.0,87728.92,15834.45,Yes,Masters,Female,689.0,Self-Employed
33.0,94050.87,9694.79,Yes,Masters,Male,653.0,Employed
39.0,65714.22,22412.24,Yes,High School,Male,781.0,Employed
42.0,91978.57,11738.7,No,High School,Male,760.0,Employed
40.0,78833.88,8922.99,Yes,Bachelors,Male,788.0,Employed
43.0,72660.89,16937.97,Yes,Masters,Male,694.0,Employed
33.0,107350.63,,No,Bachelors,Female,739.0,Self-Employed
43.0,76582.3,20973.73,Yes,High School,Male,,Employed
38.0,67292.14,5026.73,Yes,Masters,Female,745.0,Self-Employed
33.0,86714.02,6750.08,Yes,PhD,Male,696.0,Self-Employed
36.0,45382.94,13139.4,Yes,Bachelors,Female,750.0,Self-Employed
37.0,65613.03,15651.69,No,PhD,Male,763.0,Employed
24.0,75235.32,11303.4,Yes,High School,Male,732.0,Self-Employed
32.0,84387.43,13669.34,No,Masters,Female,732.0,Employed
39.0,74821.25,23646.42,No,High School,Female,810.0,Employed
,44218.95,11494.58,No,High School,Male,,Employed
32.0,52300.92,6949.92,Yes,PhD,Female,680.0,Employed
62.0,61379.86,13834.23,Yes,High School,Female,704.0,Employed
27.0,74831.48,9338.03,No,Masters,Male,803.0,Employed
34.0,44061.51,17873.72,Yes,PhD,Female,853.0,Employed
30.0,98181.87,17484.89,No,PhD,Female,691.0,Employed
37.0,76258.16,14332.61,No,PhD,Female,747.0,Self-Employed
30.0,75714.47,16889.34,No,High School,Female,740.0,Self-Employed
36.0,66536.75,9653.01,Yes,High School,Female,744.0,Employed
31.0,41133.55,19722.38,No,Bachelors,Male,680.0,Employed
49.0,71816.23,12163.71,Yes,Masters,Male,749.0,Employed
39.0,84964.68,23394.56,No,Masters,Female,680.0,Employed
28.0,66934.69,13384.79,Yes,Bachelors,Male,632.0,Employed
46.0,91383.16,12747.68,Yes,Masters,Male,762.0,Self-Employed
28.0,68753.5,14017.04,No,Bachelors,Male,812.0,Employed
22.0,,17927.51,Yes,Bachelors,Female,700.0,Self-Employed
38.0,67785.46,22230.77,Yes,Bachelors,Male,721.0,Employed
57.0,77586.94,16787.66,No,PhD,Female,675.0,Unemployed
20.0,87362.51,25683.94,No,Bachelors,Female,729.0,Unemployed
25.0,48391.71,10890.6,Yes,Masters,Male,714.0,Employed
46.0,82946.34,13978.06,Yes,Bachelors,Female,677.0,Unemployed
32.0,91086.21,9459.8,Yes,Bachelors,Male,690.0,Self-Employed
44.0,113807.76,12480.32,Yes,PhD,Female,620.0,Employed
30.0,71423.04,11699.22,Yes,High School,Male,635.0,Employed
39.0,28015.87,7665.65,Yes,PhD,Female,621.0,Employed
55.0,34383.27,19676.06,Yes,Bachelors,Male,685.0,Employed
26.0,52256.87,17957.79,Yes,Masters,Female,704.0,Employed
48.0,95648.44,13000.78,Yes,High School,Male,737.0,Self-Employed
45.0,113935.06,16605.08,Yes,Bachelors,Male,769.0,Unemployed
23.0,61870.94,12933.28,Yes,Bachelors,Male,648.0,Self-Employed
44.0,71065.03,13878.94,No,High School,Male,770.0,Employed
39.0,18375.14,17529.15,Yes,High School,Female,704.0,Employed
39.0,83027.35,14915.59,Yes,High School,Male,752.0,Employed
41.0,72688.29,15084.75,Yes,Bachelors,Female,752.0,Self-Employed
34.0,64999.38,5440.61,Yes,High School,Female,732.0,Employed
39.0,50728.62,19104.25,Yes,Masters,Male,740.0,Self-Employed
40.0,62951.91,21516.95,Yes,Masters,Female,755.0,Employed
45.0,43095.3,20131.49,Yes,Bachelors,Male,846.0,Self-Employed
23.0,52784.82,12332.7,Yes,Masters,Male,861.0,Unemployed
51.0,44587.51,19884.75,Yes,Bachelors,Male,703.0,Employed
26.0,49661.25,17161.78,Yes,PhD,Female,791.0,Employed
,46897.09,10673.39,Yes,PhD,Female,723.0,Unemployed
39.0,81541.32,13488.77,No,Bachelors,Female,751.0,Employed
,47003.44,14500.25,No,Bachelors,Male,685.0,Self-Employed
43.0,68953.93,3344.1,Yes,Masters,Female,779.0,Self-Employed
29.0,48160.89,15972.88,No,Masters,Female,750.0,Employed
49.0,48945.23,9383.98,Yes,Bachelors,Male,782.0,Employed
31.0,48157.73,9721.06,Yes,High School,Male,687.0,Employed
23.0,89552.27,15780.13,Yes,PhD,Male,585.0,Employed
53.0,66349.12,13277.39,Yes,High School,Male,821.0,Employed
40.0,55056.58,10000.36,Yes,Masters,Male,687.0,Employed
47.0,49917.68,15760.08,No,PhD,Male,715.0,Employed
29.0,43113.34,10707.91,Yes,Masters,Male,815.0,Employed
19.0,55632.8,10694.75,Yes,High School,Male,669.0,Unemployed
55.0,41268.68,20882.51,No,Bachelors,Female,749.0,Unemployed
38.0,61307.57,15800.93,Yes,Bachelors,Male,825.0,Employed
43.0,55843.6,16652.78,No,Bachelors,Female,736.0,Employed
45.0,54415.51,22837.61,Yes,PhD,Male,,Employed
35.0,94764.53,13837.02,No,Masters,Male,725.0,Employed
40.0,65119.47,11829.87,Yes,PhD,Male,773.0,Employed
54.0,66358.32,11907.64,No,Bachelors,Female,714.0,Employed
38.0,95639.61,24252.96,No,High School,Male,682.0,Employed
47.0,42825.19,14523.51,No,Masters,Female,731.0,Employed
18.0,60259.26,10347.06,No,Bachelors,Female,607.0,Employed
49.0,39015.35,15666.86,Yes,High School,Male,672.0,Employed
23.0,71405.48,11889.15,No,PhD,Female,711.0,Employed
48.0,82142.88,12949.93,No,High School,Female,739.0,Employed
42.0,21501.99,23145.11,Yes,Masters,Male,808.0,Unemployed
37.0,87199.83,15631.15,Yes,High School,Male,706.0,Employed
37.0,76220.77,8604.9,Yes,Masters,Male,683.0,Employed
35.0,70729.7,12798.23,Yes,Bachelors,Male,734.0,Employed
30.0,45163.07,5743.06,Yes,High School,Female,688.0,Self-Employed
36.0,85438.87,11206.51,Yes,Bachelors,Female,638.0,Unemployed
60.0,103657.84,20013.47,Yes,Masters,Male,686.0,Employed
51.0,61850.22,11384.97,No,High School,Female,665.0,Employed
29.0,63650.96,28212.06,Yes,Masters,Female,758.0,Employed
41.0,70454.93,1935.05,Yes,High School,Female,684.0,Employed
39.0,62010.86,12783.06,Yes,Bachelors,Female,758.0,Employed
37.0,66436.71,15564.45,Yes,Bachelors,Male,686.0,Employed
28.0,90569.92,15303.81,Yes,Bachelors,Female,736.0,Employed
42.0,68673.75,17815.65,Yes,Bachelors,Male,748.0,Employed
46.0,75800.98,13627.08,Yes,Bachelors,Female,686.0,Employed
30.0,110663.72,,Yes,PhD,Male,670.0,Employed
58.0,99286.14,8851.53,No,Bachelors,Female,758.0,Employed
53.0,49066.38,13810.32,No,Masters,Male,677.0,Employed
43.0,104886.3,,Yes,Masters,Male,648.0,Employed
26.0,97537.97,12525.0,Yes,Masters,Female,677.0,Employed
42.0,99887.74,13714.55,Yes,Bachelors,Female,686.0,Employed
41.0,57490.07,18092.65,Yes,High School,Male,774.0,Employed
43.0,74231.09,9933.24,Yes,High School,Male,,Self-Employed
54.0,62167.56,13608.29,Yes,Bachelors,Female,793.0,Unemployed
36.0,72420.62,15104.63,No,High School,Male,680.0,Self-Employed
58.0,105035.55,15720.84,Yes,PhD,Male,733.0,Unemployed
42.0,72801.16,9443.85,Yes,High School,Male,761.0,Unemployed
35.0,35601.52,,Yes,Masters,Male,708.0,Employed
62.0,62537.81,20835.3,No,High School,Female,671.0,Unemployed
46.0,,20775.54,Yes,PhD,Female,808.0,Employed
33.0,105796.35,13609.68,Yes,Bachelors,Male,706.0,Employed
39.0,53737.71,17597.59,No,Bachelors,Male,700.0,Employed
44.0,61856.3,14188.7,No,Bachelors,Female,821.0,Employed
36.0,62548.29,20326.1,Yes,Bachelors,Female,697.0,Employed
39.0,101992.13,18391.75,Yes,High School,Male,615.0,Employed
30.0,89207.58,9200.78,Yes,High School,Female,800.0,Employed
21.0,81359.54,14234.7,Yes,High School,Male,666.0,Employed
39.0,74657.9,11716.11,No,Masters,Female,818.0,Employed
39.0,,14524.22,Yes,Bachelors,Female,730.0,Self-Employed
,71522.97,9236.82,No,Bachelors,Female,717.0,Employed
32.0,111105.95,14406.41,No,Masters,Female,654.0,Employed
25.0,,14228.8,Yes,Bachelors,Male,748.0,Employed
28.0,14691.03,14366.9,Yes,Bachelors,Female,669.0,Self-Employed
49.0,78860.42,16268.51,Yes,Masters,Female,748.0,Employed
31.0,98054.52,,No,Bachelors,Male,726.0,Unemployed
34.0,73711.06,18902.85,Yes,High School,Female,786.0,Employed
35.0,30398.31,19198.03,Yes,PhD,Male,677.0,Employed
32.0,84916.37,22028.68,Yes,Bachelors,Male,656.0,Self-Employed
31.0,48702.3,14515.51,Yes,Masters,Female,689.0,Employed
29.0,44327.46,16301.09,No,Bachelors,Male,737.0,Self-Employed
52.0,50444.52,20229.4,Yes,Bachelors,Male,793.0,Unemployed
45.0,37826.9,11489.01,Yes,High School,Male,696.0,Employed
50.0,74066.76,17458.55,No,Bachelors,Female,710.0,Employed
52.0,,11316.02,Yes,Bachelors,Male,727.0,Employed
15.0,43390.11,17585.71,Yes,High School,Male,676.0,Employed
41.0,117597.57,16963.24,Yes,Masters,Male,655.0,Self-Employed
32.0,59372.34,10520.83,Yes,High School,Female,,Self-Employed
49.0,71034.4,17553.63,No,High School,Female,762.0,Self-Employed
31.0,101080.6,12809.56,No,Bachelors,Male,705.0,Employed
27.0,83549.86,14190.93,No,Bachelors,Male,764.0,Self-Employed
24.0,108169.12,19072.74,Yes,High School,Female,640.0,Employed
35.0,56077.73,20386.08,Yes,PhD,Female,715.0,Employed
47.0,90948.57,17074.82,Yes,Masters,Male,611.0,Employed
41.0,79810.77,15064.44,No,Bachelors,Male,737.0,Employed
26.0,89900.74,18525.6,Yes,Masters,Male,,Employed
60.0,86887.46,13372.87,Yes,Masters,Female,759.0,Employed
44.0,,19476.62,Yes,Bachelors,Male,564.0,Employed
46.0,126468.54,11912.89,Yes,High School,Female,772.0,Employed
51.0,24786.75,13911.86,No,Bachelors,Female,646.0,Employed
22.0,52715.28,10354.81,Yes,Bachelors,Female,691.0,Employed
29.0,83622.61,14579.6,Yes,Bachelors,Female,673.0,Employed
46.0,75812.95,,Yes,Masters,Male,756.0,Employed
30.0,,22617.72,Yes,Bachelors,Female,731.0,Employed
35.0,84311.22,23141.62,Yes,Masters,Female,762.0,Unemployed
37.0,53144.49,11794.99,No,Bachelors,Female,740.0,Self-Employed
25.0,86798.28,28538.1,Yes,Masters,Male,696.0,Employed
34.0,67416.15,20915.93,No,Bachelors,Male,671.0,Employed
47.0,98019.19,20094.19,Yes,Masters,Female,749.0,Employed
45.0,,16246.94,No,Masters,Male,,Employed
49.0,79356.12,7189.66,Yes,Bachelors,Female,685.0,Self-Employed
48.0,82749.29,11867.71,Yes,Bachelors,Female,672.0,Self-Employed
,88103.59,12912.63,Yes,Bachelors,Male,736.0,Employed
41.0,70747.45,14255.33,Yes,Bachelors,Female,785.0,Employed
41.0,64269.63,12863.94,Yes,Bachelors,Male,721.0,Employed
32.0,54499.81,14860.76,Yes,Masters,Female,708.0,Self-Employed
28.0,79723.3,17390.99,Yes,Masters,Female,706.0,Employed
31.0,32053.66,,Yes,Bachelors,Male,648.0,Employed
35.0,76178.21,,Yes,Masters,Male,779.0,Employed
31.0,77665.89,13697.38,Yes,Masters,Female,709.0,Unemployed
42.0,107480.33,22087.28,Yes,Masters,Female,677.0,Employed
40.0,56786.86,13068.5,Yes,Masters,Male,636.0,Employed
41.0,73754.36,18893.67,Yes,PhD,Female,758.0,Employed
42.0,73181.26,15108.11,Yes,PhD,Female,761.0,Employed
50.0,,5673.4,No,Bachelors,Male,728.0,Employed
38.0,69889.85,26600.68,Yes,Bachelors,Male,751.0,Employed
,43168.88,21161.63,Yes,Masters,Female,713.0,Employed
43.0,89259.29,26320.1,Yes,Masters,Female,660.0,Self-Employed
49.0,81814.6,19418.17,Yes,PhD,Male,784.0,Employed
54.0,78631.39,15274.09,Yes,PhD,Female,763.0,Employed
,57260.78,17873.9,Yes,Bachelors,Female,676.0,Employed
39.0,98375.29,12613.04,Yes,Bachelors,Female,766.0,Employed
39.0,48303.97,10743.38,No,Bachelors,Male,776.0,Employed
33.0,71000.39,25476.46,Yes,PhD,Male,725.0,Self-Employed
33.0,46616.15,13574.33,Yes,High School,Male,696.0,Self-Employed
47.0,66335.83,15696.61,No,Masters,Female,741.0,Employed
28.0,95421.1,17354.72,Yes,Masters,Female,724.0,Self-Employed
54.0,79448.16,13828.35,No,Masters,Female,689.0,Employed
36.0,51579.52,19818.23,Yes,Bachelors,Male,781.0,Employed
67.0,,14502.26,Yes,Bachelors,Female,761.0,Employed
31.0,62410.45,32603.24,Yes,Bachelors,Male,734.0,Employed
41.0,53314.01,5471.0,Yes,PhD,Male,706.0,Self-Employed
34.0,75451.78,11660.56,No,Masters,Male,785.0,Employed
30.0,113676.42,20384.52,Yes,Masters,Male,688.0,Employed
49.0,58811.41,7148.16,No,Masters,Female,746.0,Self-Employed
27.0,108596.33,15982.73,No,PhD,Male,691.0,Employed
31.0,,13339.41,Yes,Masters,Female,794.0,Unemployed
44.0,76443.38,14415.34,Yes,PhD,Male,697.0,Unemployed
45.0,75217.28,21056.15,No,Bachelors,Female,704.0,Employed
24.0,36072.95,15729.01,No,Bachelors,Male,709.0,Self-Employed
44.0,79093.85,11245.92,Yes,Masters,Female,677.0,Unemployed
39.0,21359.23,20094.04,Yes,Masters,Male,813.0,Employed
29.0,74184.44,16167.8,Yes,Bachelors,Male,753.0,Employed
30.0,73255.75,8097.35,Yes,Masters,Female,726.0,Employed
18.0,39301.7,11655.44,Yes,PhD,Male,693.0,Employed
55.0,71295.42,14579.72,Yes,Masters,Male,748.0,Employed
48.0,64142.36,18843.51,No,Bachelors,Female,666.0,Employed
25.0,66926.26,14358.31,No,High School,Male,655.0,Employed
46.0,67128.57,19780.11,Yes,Bachelors,Female,681.0,Employed
32.0,58218.84,15354.92,Yes,Bachelors,Female,760.0,Employed
47.0,71513.99,11611.44,No,Masters,Female,763.0,Employed
33.0,87313.26,15285.3,Yes,Masters,Male,725.0,Employed
34.0,65220.93,18647.62,Yes,Bachelors,Male,710.0,Employed
35.0,68994.96,14078.28,No,High School,Male,718.0,Employed
31.0,82983.2,9490.67,Yes,Masters,Male,754.0,Employed
52.0,115391.86,15983.7,Yes,Bachelors,Male,617.0,Employed
47.0,66143.89,10458.34,Yes,Bachelors,Male,741.0,Employed
39.0,35954.53,22495.77,Yes,Masters,Female,758.0,Employed
48.0,52066.25,20694.63,Yes,Bachelors,Male,758.0,Self-Employed
22.0,82048.87,13831.23,No,PhD,Male,736.0,Unemployed
26.0,100252.49,17284.41,No,Bachelors,Male,748.0,Self-Employed
43.0,51085.89,14558.42,Yes,Bachelors,Female,799.0,Employed
45.0,69131.6,22518.03,No,PhD,Female,687.0,Employed
41.0,70385.72,6949.93,Yes,Bachelors,Male,718.0,Self-Employed
19.0,54623.58,15974.64,Yes,PhD,Female,710.0,Employed
27.0,100704.67,10237.12,Yes,High School,Male,779.0,Employed
42.0,,17114.57,Yes,High School,Female,704.0,Employed
62.0,76883.07,5584.05,Yes,PhD,Male,676.0,Employed
50.0,61601.91,16644.64,Yes,High School,Female,685.0,Employed
54.0,89124.54,24694.51,Yes,Bachelors,Female,644.0,Employed
41.0,80278.72,12270.89,Yes,Bachelors,Female,709.0,Employed
41.0,61259.17,7461.94,Yes,Masters,Female,715.0,Employed
28.0,89429.37,18299.36,No,Masters,Male,655.0,Self-Employed
48.0,77384.66,13419.09,No,High School,Female,690.0,Employed
37.0,36786.16,19717.62,Yes,Bachelors,Female,702.0,Self-Employed
45.0,50155.47,20496.05,Yes,High School,Female,763.0,Employed
38.0,43412.21,20158.73,Yes,Masters,Female,678.0,Employed
41.0,90624.01,14871.57,Yes,Bachelors,Female,662.0,Unemployed
37.0,55957.03,24119.53,Yes,Masters,Male,704.0,Employed
40.0,82543.44,18972.49,Yes,Bachelors,Male,757.0,Self-Employed
48.0,113437.46,11382.61,Yes,High School,Female,710.0,Employed
25.0,85882.69,11748.88,Yes,High School,Male,743.0,Employed
23.0,61620.62,21521.75,Yes,PhD,Female,683.0,Employed
42.0,55126.47,18344.47,No,Bachelors,Female,737.0,Employed
52.0,63873.05,11393.85,No,Masters,Male,747.0,Employed
55.0,49444.77,13212.38,Yes,High School,Female,674.0,Employed
26.0,47110.36,14680.76,Yes,Bachelors,Male,682.0,Employed
34.0,53900.71,19101.53,Yes,Masters,Male,619.0,Employed
23.0,80644.2,13884.98,Yes,Masters,Female,745.0,Employed
32.0,59582.84,21573.73,Yes,High School,Female,681.0,Employed
49.0,65494.32,16809.67,No,Masters,Male,707.0,Unemployed
38.0,,21815.59,Yes,High School,Male,711.0,Employed
34.0,84544.75,9267.37,No,Masters,Male,744.0,Unemployed
43.0,31413.79,,Yes,Bachelors,Female,691.0,Employed
30.0,35533.35,20848.91,Yes,Bachelors,Female,712.0,Employed
54.0,62279.36,15375.03,Yes,Bachelors,Female,781.0,Employed
38.0,47703.69,12374.52,Yes,Bachelors,Female,799.0,Employed
34.0,87090.72,21511.7,Yes,High School,Male,748.0,Employed
44.0,60723.02,12707.62,No,High School,Male,782.0,Employed
47.0,105952.25,14973.35,Yes,Bachelors,Male,737.0,Self-Employed
54.0,60241.65,17526.36,Yes,Masters,Male,710.0,Employed
36.0,76172.45,9322.09,Yes,Masters,Male,755.0,Employed
49.0,56658.8,14086.41,No,Masters,Male,692.0,Employed
39.0,79751.94,10391.87,No,PhD,Female,672.0,Employed
32.0,,7218.81,Yes,High School,Male,677.0,Self-Employed
30.0,87755.0,25420.14,Yes,Masters,Female,667.0,Employed
27.0,67314.38,11724.79,No,Bachelors,Female,732.0,Employed
31.0,,18119.52,Yes,Bachelors,Male,724.0,Self-Employed
49.0,75992.62,25472.06,Yes,PhD,Female,602.0,Employed
45.0,57136.96,11833.36,Yes,Bachelors,Male,707.0,Employed
26.0,57279.85,8698.6,Yes,Masters,Male,763.0,Employed
21.0,84576.45,23810.25,No,Bachelors,Female,797.0,Employed
,95285.2,10342.21,Yes,Bachelors,Female,770.0,Self-Employed
30.0,47558.75,12945.73,Yes,Bachelors,Female,650.0,Employed
35.0,85019.62,12149.24,Yes,High School,Female,731.0,Employed
50.0,40272.88,15773.89,Yes,High School,Female,713.0,Employed
33.0,57650.33,5894.41,Yes,Bachelors,Male,786.0,Unemployed
55.0,79794.67,18110.76,No,Bachelors,Female,655.0,Employed
21.0,53049.75,17326.2,Yes,PhD,Female,739.0,Employed
35.0,99315.08,19326.29,No,Bachelors,Female,784.0,Employed
46.0,82171.6,19224.79,Yes,High School,Female,625.0,Unemployed
46.0,46369.54,17269.49,No,PhD,Male,702.0,Employed
35.0,83109.31,13471.6,Yes,Bachelors,Male,665.0,Employed
48.0,43592.63,15293.07,Yes,Bachelors,Female,753.0,Employed
46.0,70073.99,11741.34,Yes,High School,Male,734.0,Employed
31.0,87546.39,15968.33,Yes,Masters,Male,763.0,Unemployed
41.0,84185.97,11049.27,No,Bachelors,Female,680.0,Employed
45.0,68272.97,15684.97,Yes,Masters,Male,709.0,Self-Employed
32.0,63114.2,12799.22,Yes,Bachelors,Male,707.0,Self-Employed
55.0,46844.0,10912.24,Yes,Bachelors,Female,736.0,Employed
30.0,73651.86,20251.22,No,Bachelors,Male,734.0,Employed
39.0,86089.76,18965.76,No,High School,Male,657.0,Unemployed
26.0,111294.53,15284.54,Yes,Bachelors,Female,728.0,Employed
39.0,60877.35,6285.74,Yes,Bachelors,Male,627.0,Employed
27.0,86933.29,,Yes,Masters,Female,747.0,Employed
35.0,85289.52,14615.33,Yes,High School,Female,640.0,Employed
22.0,60470.17,17364.89,Yes,Masters,Male,752.0,Unemployed
46.0,84419.32,17447.86,No,Bachelors,Male,683.0,Unemployed
42.0,53672.92,16159.04,Yes,Bachelors,Female,,Employed
49.0,75140.42,15152.68,No,High School,Male,767.0,Employed
35.0,65774.13,,Yes,Bachelors,Male,671.0,Employed
49.0,78871.0,11858.34,Yes,Bachelors,Male,782.0,Employed
38.0,80463.37,23277.91,Yes,Bachelors,Male,668.0,Employed
39.0,59425.56,20162.51,Yes,Bachelors,Female,727.0,Employed
59.0,69806.53,17913.62,No,High School,Male,680.0,Employed
33.0,67427.34,9328.63,Yes,Bachelors,Male,635.0,Employed
50.0,48210.78,9086.86,Yes,Masters,Female,733.0,Employed
,62604.39,14839.07,Yes,PhD,Male,768.0,Employed
32.0,58419.02,12432.52,No,Bachelors,Female,699.0,Employed
25.0,47457.88,9302.89,No,Bachelors,Male,758.0,Self-Employed
28.0,,15521.52,Yes,Bachelors,Female,667.0,Employed
49.0,64834.86,5581.68,Yes,Bachelors,Male,749.0,Employed
55.0,71100.48,14543.59,No,Bachelors,Female,572.0,Self-Employed
,45126.49,17547.44,No,Masters,Male,782.0,Employed
39.0,94005.99,17385.24,Yes,Bachelors,Female,692.0,Employed
46.0,82266.96,5973.23,Yes,Masters,Female,661.0,Employed
39.0,68296.0,5737.2,Yes,Bachelors,Female,691.0,Self-Employed
49.0,45621.51,13936.98,No,Masters,Male,814.0,Employed
41.0,65749.03,11844.15,Yes,Masters,Male,743.0,Self-Employed
39.0,64534.84,8914.28,Yes,High School,Male,710.0,Employed
31.0,48390.44,4238.17,Yes,Bachelors,Male,851.0,Employed
29.0,46764.89,10589.03,Yes,PhD,Male,754.0,Unemployed
6.0,85329.16,14490.62,No,Bachelors,Male,737.0,Employed
50.0,63520.02,13819.14,No,Bachelors,Male,775.0,Employed
37.0,87711.4,8983.67,No,Masters,Male,782.0,Employed
34.0,69736.6,9985.95,Yes,High School,Male,689.0,Employed
18.0,85033.59,13294.64,No,High School,Male,666.0,Unemployed
32.0,84366.54,10854.17,Yes,PhD,Female,671.0,Employed
30.0,79333.18,16611.87,No,Masters,Female,723.0,Unemployed
30.0,93652.45,17796.41,Yes,Bachelors,Female,716.0,Employed
41.0,72006.57,17266.83,No,Bachelors,Male,689.0,Employed
,40105.29,,Yes,Masters,Female,673.0,Self-Employed
24.0,43295.7,16668.04,Yes,High School,Male,782.0,Employed
25.0,56944.02,16795.75,Yes,Masters,Male,691.0,Employed
25.0,84838.96,22431.1,No,Bachelors,Female,664.0,Employed
,61998.89,24871.97,Yes,PhD,Male,702.0,Employed
53.0,74106.16,21200.84,Yes,Masters,Male,675.0,Employed
29.0,80713.54,12711.54,No,Masters,Female,680.0,Self-Employed
18.0,73288.06,11140.92,Yes,High School,Male,719.0,Employed
39.0,24177.44,,No,Bachelors,Male,748.0,Self-Employed
38.0,46261.74,12141.02,Yes,Bachelors,Female,869.0,Employed
41.0,105318.3,25470.12,No,PhD,Male,808.0,Self-Employed
45.0,76521.2,19777.49,Yes,Bachelors,Male,,Employed
43.0,16006.66,18114.75,Yes,Bachelors,Female,710.0,Unemployed
27.0,71394.42,19016.22,Yes,Bachelors,Female,744.0,Employed
41.0,106052.71,21855.28,Yes,Bachelors,Female,740.0,Employed
47.0,75475.93,,No,Bachelors,Female,690.0,Employed
31.0,70887.92,14044.58,No,Bachelors,Male,762.0,Self-Employed
41.0,33432.76,18710.31,Yes,Bachelors,Female,673.0,Employed
32.0,64582.36,18668.35,Yes,Masters,Male,690.0,Self-Employed
58.0,37135.56,9414.13,Yes,Masters,Female,703.0,Self-Employed
,45550.87,27003.9,Yes,High School,Female,688.0,Employed
50.0,40976.47,11932.37,Yes,Masters,Male,792.0,Employed
21.0,104788.8,22711.54,No,Masters,Male,743.0,Employed
56.0,84560.74,14197.14,Yes,PhD,Male,745.0,Employed
27.0,98019.66,20794.08,Yes,Bachelors,Female,691.0,Employed
40.0,43530.63,15269.08,No,Masters,Male,850.0,Self-Employed
22.0,73815.31,7783.58,Yes,Bachelors,Male,655.0,Employed
25.0,49838.13,20345.89,Yes,Bachelors,Male,764.0,Employed
47.0,51977.61,22366.94,Yes,PhD,Male,818.0,Employed
,79388.86,14964.41,No,Bachelors,Female,741.0,Unemployed
40.0,73576.07,19289.83,Yes,Bachelors,Male,730.0,Self-Employed
45.0,75724.6,11535.27,No,Masters,Male,704.0,Employed
48.0,44877.5,15315.12,Yes,Masters,Male,752.0,Employed
,72551.83,20544.09,Yes,Bachelors,Male,718.0,Unemployed
24.0,76954.12,16911.25,Yes,Bachelors,Female,803.0,Self-Employed
38.0,56496.0,,Yes,Bachelors,Male,692.0,Unemployed
32.0,64561.29,20134.15,No,Bachelors,Female,684.0,Employed
42.0,37094.12,23435.6,Yes,PhD,Female,672.0,Employed
43.0,26885.68,20658.21,No,High School,Female,799.0,Unemployed
31.0,110166.4,16658.7,Yes,Bachelors,Female,746.0,Self-Employed
45.0,74096.72,14926.42,No,Masters,Female,791.0,Employed
45.0,62821.66,15960.29,Yes,Masters,Male,704.0,Employed
45.0,85964.7,8580.4,Yes,High School,Male,649.0,Employed
34.0,52597.79,16339.77,No,Bachelors,Female,773.0,Self-Employed
46.0,72203.1,9275.73,Yes,Masters,Female,765.0,Unemployed
43.0,92125.02,13129.69,Yes,Bachelors,Male,686.0,Employed
44.0,47958.69,18751.1,No,High School,Female,671.0,Employed
55.0,60159.97,13032.23,Yes,PhD,Male,686.0,Employed
41.0,42384.74,22044.8,No,Masters,Male,709.0,Self-Employed
32.0,86704.42,14798.21,No,Bachelors,Male,726.0,Employed
27.0,74107.51,21020.75,Yes,High School,Male,744.0,Employed
49.0,93433.78,13618.72,No,Bachelors,Male,700.0,Self-Employed
42.0,86856.47,14462.76,Yes,Masters,Female,823.0,Employed
55.0,64771.65,20766.72,No,Bachelors,Female,822.0,Employed
18.0,78215.6,14114.36,Yes,High School,Female,735.0,Unemployed
47.0,78429.39,16873.15,Yes,Masters,Female,737.0,Employed
35.0,,12875.21,Yes,High School,Female,690.0,Employed
34.0,99328.32,3530.41,No,Bachelors,Male,780.0,Employed
30.0,48190.41,12015.08,Yes,Bachelors,Male,731.0,Employed
47.0,32473.61,22310.75,Yes,Masters,Female,651.0,Employed
44.0,48975.5,16677.48,Yes,High School,Male,690.0,Employed
27.0,79455.63,19468.37,No,Masters,Female,724.0,Self-Employed
40.0,78275.17,19648.75,Yes,Bachelors,Male,776.0,Self-Employed
45.0,58623.75,18895.73,Yes,Masters,Male,601.0,Self-Employed
40.0,64564.56,,Yes,High School,Male,739.0,Employed
49.0,53314.06,13407.68,Yes,Bachelors,Male,719.0,Employed
35.0,67858.12,22426.03,Yes,Bachelors,Female,695.0,Self-Employed
15.0,56125.45,18353.99,Yes,Masters,Female,699.0,Employed
40.0,102736.17,17227.35,Yes,Bachelors,Female,771.0,Employed
40.0,,4720.16,No,Bachelors,Male,,Employed
41.0,84475.77,17008.89,Yes,High School,Female,598.0,Employed
49.0,70624.99,19588.03,No,Bachelors,Female,717.0,Employed
,,16164.29,Yes,Bachelors,Female,748.0,Employed
36.0,71974.77,21252.51,Yes,Bachelors,Female,687.0,Employed
29.0,73223.52,21477.56,No,High School,Female,633.0,Employed
26.0,35440.42,13606.58,No,High School,Male,779.0,Employed
37.0,75213.54,15547.04,Yes,Masters,Male,697.0,Self-Employed
45.0,44176.49,13672.82,Yes,Bachelors,Male,,Employed
41.0,61943.41,12891.38,Yes,Masters,Female,623.0,Employed
31.0,73379.31,15496.98,Yes,High School,Female,779.0,Employed
37.0,52026.15,16172.46,No,Masters,Female,657.0,Employed
47.0,79574.3,4547.88,Yes,Masters,Male,787.0,Self-Employed
45.0,91034.61,14803.35,Yes,High School,Female,688.0,Self-Employed
32.0,52323.78,17024.9,Yes,Bachelors,Male,740.0,Employed
,72347.83,15648.66,Yes,Bachelors,Female,763.0,Self-Employed
21.0,45070.76,14646.82,Yes,Masters,Male,657.0,Employed
34.0,,9945.42,Yes,Masters,Male,749.0,Employed
21.0,76200.7,8468.53,Yes,PhD,Female,754.0,Self-Employed
59.0,84268.73,12339.65,No,High School,Female,628.0,Self-Employed
29.0,39815.29,5938.42,Yes,Bachelors,Male,696.0,Self-Employed
49.0,110973.16,14784.34,No,Masters,Female,649.0,Employed
56.0,60062.47,10790.85,No,Masters,Female,614.0,Employed
40.0,74148.04,16008.36,No,Bachelors,Male,708.0,Employed
37.0,59317.65,12195.26,Yes,PhD,Female,705.0,Employed
25.0,64312.11,5275.91,Yes,High School,Female,685.0,Employed
33.0,100366.93,10093.45,Yes,Masters,Male,676.0,Employed
54.0,100109.43,15931.71,Yes,Masters,Male,638.0,Employed
42.0,36991.18,18898.28,No,Masters,Female,720.0,Employed
38.0,58726.71,13633.26,Yes,High School,Female,750.0,Employed
51.0,129012.81,16258.41,Yes,PhD,Male,738.0,Employed
45.0,61339.63,14083.0,Yes,Masters,Male,637.0,Employed
37.0,78453.63,13919.5,No,Bachelors,Female,757.0,Employed
40.0,92727.73,10943.87,No,High School,Female,772.0,Employed
30.0,87065.02,14841.66,Yes,PhD,Male,839.0,Employed
32.0,13648.88,11934.75,Yes,Masters,Male,683.0,Employed
36.0,76679.28,21887.55,No,High School,Female,752.0,Self-Employed
44.0,104986.16,11624.02,Yes,Bachelors,Female,800.0,Self-Employed
26.0,70587.95,15880.84,Yes,Masters,Male,,Employed
39.0,49176.39,9668.53,Yes,Bachelors,Male,872.0,Employed
34.0,49557.73,14002.71,No,Masters,Female,707.0,Employed
29.0,66018.62,9949.36,No,Bachelors,Female,,Self-Employed
34.0,83504.42,12151.07,Yes,High School,Female,628.0,Self-Employed
15.0,127792.73,19876.17,Yes,Masters,Male,717.0,Employed
30.0,64204.23,14773.63,Yes,Masters,Male,722.0,Self-Employed
27.0,,19142.91,Yes,Bachelors,Female,735.0,Self-Employed
35.0,39108.36,13945.94,No,High School,Male,747.0,Employed
15.0,36300.9,18673.93,No,High School,Male,711.0,Employed
40.0,60061.8,19090.97,Yes,High School,Female,736.0,Employed
47.0,78908.76,18563.48,No,Bachelors,Female,707.0,Employed
37.0,68273.48,19754.44,No,Masters,Male,749.0,Employed
43.0,71065.21,17439.63,Yes,High School,Male,653.0,Employed
33.0,64510.17,12860.53,Yes,Bachelors,Male,685.0,Employed
22.0,69445.17,7919.51,Yes,Bachelors,Female,736.0,Self-Employed
38.0,64123.26,11193.65,Yes,PhD,Male,757.0,Employed
45.0,43007.17,16958.15,No,Bachelors,Female,713.0,Employed
25.0,40169.9,20563.07,Yes,Masters,Female,703.0,Self-Employed
33.0,97188.03,17446.11,No,High School,Male,709.0,Self-Employed
36.0,53535.56,13441.9,Yes,Masters,Male,676.0,Employed
67.0,65189.09,12869.19,Yes,Masters,Female,708.0,Self-Employed
40.0,93798.99,15173.84,Yes,Masters,Female,773.0,Employed
19.0,,18034.79,No,PhD,Male,715.0,Self-Employed
16.0,87549.67,15178.78,No,Bachelors,Female,706.0,Self-Employed
45.0,52239.33,12500.12,Yes,Bachelors,Male,711.0,Self-Employed
63.0,101107.74,10754.44,Yes,High School,Female,811.0,Self-Employed
35.0,74540.34,11419.78,No,Masters,Male,763.0,Unemployed
35.0,69463.14,11524.43,Yes,Masters,Female,763.0,Employed
42.0,66703.7,14678.82,No,Masters,Male,747.0,Unemployed
30.0,85300.86,10954.32,No,Bachelors,Male,748.0,Employed
13.0,74724.59,12201.4,Yes,High School,Male,763.0,Employed
48.0,6052.93,18428.42,Yes,Bachelors,Male,807.0,Employed
32.0,61039.23,17934.61,No,Bachelors,Female,730.0,Employed
49.0,76439.57,23481.84,Yes,Bachelors,Male,731.0,Employed
30.0,50635.85,16703.05,No,Masters,Female,789.0,Employed
39.0,59923.12,7963.6,Yes,Bachelors,Male,728.0,Employed
47.0,62239.82,7296.49,Yes,High School,Male,772.0,Employed
49.0,101899.54,15634.14,Yes,PhD,Male,703.0,Self-Employed
40.0,,14758.99,Yes,Bachelors,Male,651.0,Employed
40.0,76580.88,13749.61,Yes,Bachelors,Female,655.0,Employed
44.0,46684.27,9096.4,Yes,PhD,Female,806.0,Employed
43.0,56306.19,10192.99,No,High School,Female,862.0,Self-Employed
25.0,87005.22,20377.71,Yes,Bachelors,Female,723.0,Employed
25.0,83202.12,20100.17,No,Bachelors,Male,693.0,Employed
17.0,41589.57,16323.75,Yes,High School,Female,738.0,Employed
46.0,97988.14,18117.17,Yes,Masters,Male,687.0,Employed
34.0,52787.15,9264.38,Yes,Masters,Male,820.0,Employed
46.0,77166.16,16582.75,No,Masters,Male,682.0,Employed
42.0,124670.11,11751.76,No,Masters,Male,655.0,Employed
28.0,61632.44,,Yes,Bachelors,Male,727.0,Employed
37.0,73350.67,17418.48,Yes,Masters,Male,755.0,Employed
33.0,58824.19,7261.5,No,PhD,Female,718.0,Employed
32.0,73505.08,8890.85,Yes,Bachelors,Female,791.0,Employed
47.0,98502.53,14590.07,Yes,Bachelors,Male,724.0,Self-Employed
63.0,66109.13,10457.52,Yes,Bachelors,Female,701.0,Employed
49.0,64113.86,20580.25,No,Bachelors,Male,853.0,Unemployed
38.0,92071.0,5728.12,Yes,Bachelors,Female,740.0,Self-Employed
51.0,44735.38,14649.3,No,Masters,Male,687.0,Employed
55.0,71662.36,7073.61,Yes,Masters,Male,667.0,Employed
24.0,55446.12,13109.2,No,High School,Male,663.0,Employed
50.0,65240.44,,Yes,Bachelors,Female,572.0,Employed
46.0,52253.07,14649.52,No,Bachelors,Male,783.0,Employed
50.0,41423.75,10426.35,Yes,Bachelors,Male,714.0,Employed
46.0,,11535.34,Yes,Masters,Female,758.0,Employed
36.0,60945.54,20318.99,Yes,Bachelors,Female,731.0,Employed
58.0,74558.96,12759.17,Yes,PhD,Female,600.0,Employed
41.0,86264.79,1306.81,Yes,Bachelors,Female,708.0,Employed
34.0,43290.61,14168.16,Yes,Masters,Female,712.0,Unemployed
43.0,73046.07,22069.92,Yes,Bachelors,Male,791.0,Employed
48.0,81185.1,16798.21,Yes,Masters,Male,768.0,Employed
39.0,77203.97,19618.02,Yes,Masters,Female,712.0,Employed
42.0,75155.02,11945.51,Yes,PhD,Female,718.0,Employed
39.0,26753.42,18184.14,No,Masters,Male,682.0,Employed
31.0,67608.12,12708.4,Yes,Masters,Male,675.0,Employed
30.0,68354.43,16596.89,Yes,Bachelors,Male,682.0,Self-Employed
24.0,80907.64,20861.56,Yes,High School,Male,710.0,Employed
53.0,97749.87,9625.53,Yes,Masters,Male,726.0,Self-Employed
36.0,64817.37,6013.95,Yes,High School,Female,706.0,Employed
4.0,,12895.39,Yes,Bachelors,Female,737.0,Unemployed
42.0,72610.61,16645.91,Yes,High School,Female,698.0,Employed
42.0,70435.63,23235.97,No,High School,Female,755.0,Employed
19.0,78649.3,15438.1,Yes,Masters,Female,818.0,Employed
30.0,80581.62,18132.62,No,Bachelors,Male,783.0,Employed
29.0,66477.69,11569.15,Yes,Bachelors,Male,668.0,Employed
31.0,,11709.13,Yes,PhD,Male,691.0,Unemployed
50.0,65624.54,16732.98,Yes,PhD,Female,783.0,Employed
37.0,40991.02,22939.37,Yes,Masters,Male,638.0,Self-Employed
34.0,46875.61,15120.49,Yes,Bachelors,Male,705.0,Unemployed
49.0,23300.42,16329.02,Yes,Bachelors,Male,,Employed
43.0,103254.17,11590.89,Yes,Bachelors,Female,706.0,Employed
21.0,95705.1,12178.33,Yes,Masters,Male,709.0,Employed
32.0,90694.07,20604.78,No,Masters,Female,736.0,Employed
41.0,65672.26,7722.65,Yes,Masters,Male,,Self-Employed
29.0,89533.54,11188.19,Yes,Bachelors,Male,679.0,Employed
58.0,87955.73,13803.91,No,Bachelors,Male,807.0,Employed
39.0,40916.53,15544.36,Yes,Bachelors,Male,719.0,Employed
30.0,54275.33,14550.47,Yes,Bachelors,Female,738.0,Self-Employed
27.0,80749.69,18953.36,No,Bachelors,Male,705.0,Self-Employed
47.0,60218.18,29781.06,Yes,Bachelors,Male,722.0,Employed
32.0,55855.21,9714.9,Yes,Bachelors,Female,682.0,Self-Employed
42.0,86472.34,16363.04,Yes,Bachelors,Female,658.0,Self-Employed
26.0,53433.78,11641.14,Yes,Masters,Male,754.0,Self-Employed
39.0,119632.05,19643.87,Yes,High School,Female,674.0,Employed
32.0,101885.45,24206.55,No,Masters,Female,705.0,Unemployed
35.0,65730.79,14720.89,No,Bachelors,Male,809.0,Employed
30.0,94992.13,20018.35,No,Bachelors,Female,784.0,Self-Employed
48.0,73730.68,10163.43,Yes,Masters,Male,682.0,Employed
33.0,61683.35,21335.97,Yes,Bachelors,Male,,Employed
37.0,109561.36,23624.46,Yes,Bachelors,Female,649.0,Employed
37.0,77809.4,14345.51,Yes,Bachelors,Male,784.0,Employed
54.0,52110.05,18353.51,Yes,Masters,Female,724.0,Unemployed
47.0,79201.19,8765.75,No,Bachelors,Female,778.0,Employed
46.0,103549.08,11899.75,No,Masters,Male,734.0,Employed
22.0,70047.05,17721.1,Yes,Masters,Male,699.0,Employed
31.0,74191.39,26867.06,Yes,Masters,Female,706.0,Employed
50.0,64005.39,5902.7,Yes,High School,Male,701.0,Employed
26.0,77039.49,15969.32,Yes,Masters,Male,742.0,Employed
39.0,50444.2,21317.75,Yes,Masters,Female,682.0,Self-Employed
27.0,54089.55,24150.63,Yes,High School,Female,721.0,Employed
28.0,63153.08,13998.76,Yes,High School,Male,726.0,Unemployed
55.0,73353.67,,Yes,Masters,Female,641.0,Unemployed
45.0,92248.68,18702.17,No,Bachelors,Female,665.0,Employed
48.0,67056.7,23883.97,Yes,High School,Male,636.0,Employed
46.0,86548.93,14011.32,Yes,Masters,Female,705.0,Self-Employed
37.0,61194.35,15488.94,No,Bachelors,Male,715.0,Employed
,81773.99,11905.11,Yes,Masters,Male,757.0,Employed
34.0,93979.66,13527.83,No,Bachelors,Female,676.0,Employed
36.0,67697.02,13498.8,Yes,PhD,Female,653.0,Employed
56.0,77025.35,10927.47,Yes,Bachelors,Male,693.0,Employed
25.0,58273.23,23983.41,Yes,Bachelors,Female,739.0,Employed
32.0,81728.82,15316.56,Yes,Masters,Male,806.0,Employed
29.0,13971.17,12598.62,Yes,Masters,Female,725.0,Employed
49.0,37481.03,12996.21,No,Bachelors,Female,668.0,Self-Employed
57.0,81455.99,7264.89,Yes,PhD,Female,740.0,Employed
41.0,37280.91,18056.93,No,Masters,Female,725.0,Unemployed
42.0,60221.2,10680.6,No,Masters,Male,722.0,Employed
39.0,98067.58,11935.76,Yes,Masters,Female,653.0,Self-Employed
42.0,87278.23,20687.31,Yes,Masters,Female,740.0,Employed
46.0,117898.12,12317.4,No,Masters,Male,697.0,Employed
42.0,71507.77,17299.03,No,Bachelors,Male,696.0,Employed
43.0,68345.29,12243.77,Yes,PhD,Male,765.0,Employed
46.0,70202.89,12454.45,Yes,Masters,Male,749.0,Employed
20.0,51503.19,11852.65,Yes,Masters,Female,663.0,Employed
38.0,65736.52,14086.79,Yes,Bachelors,Male,795.0,Unemployed
41.0,44789.46,8055.38,Yes,High School,Female,772.0,Employed
42.0,93461.78,18812.29,No,Bachelors,Male,678.0,Employed
36.0,84768.96,29045.34,Yes,Bachelors,Female,611.0,Employed
40.0,46790.42,17976.61,Yes,Masters,Female,738.0,Employed
31.0,56699.25,10387.08,Yes,High School,Male,733.0,Self-Employed
20.0,77811.48,18378.58,Yes,High School,Female,,Employed
48.0,75422.3,7281.17,Yes,Bachelors,Male,811.0,Employed
27.0,49009.91,11157.35,Yes,Bachelors,Female,715.0,Employed
36.0,,12809.7,No,Bachelors,Male,718.0,Employed
31.0,81426.24,20225.84,Yes,Masters,Female,737.0,Self-Employed
54.0,82000.44,18491.05,Yes,High School,Male,781.0,Employed
37.0,103693.12,7861.7,Yes,Masters,Female,734.0,Employed
35.0,75001.24,19071.57,Yes,Bachelors,Male,724.0,Self-Employed
45.0,45182.89,12223.35,Yes,Masters,Female,648.0,Unemployed
60.0,48709.3,18040.75,No,Bachelors,Male,719.0,Employed
42.0,95123.61,11204.19,Yes,Masters,Female,787.0,Self-Employed
34.0,102218.78,14470.56,Yes,Masters,Female,687.0,Employed
45.0,69302.61,10875.2,No,Masters,Female,727.0,Employed
22.0,77647.57,14486.54,Yes,High School,Female,566.0,Employed
38.0,71861.12,9067.89,Yes,Masters,Female,791.0,Unemployed
58.0,64037.99,10732.95,No,High School,Female,,Employed
40.0,40178.87,11821.45,Yes,Masters,Male,712.0,Employed
39.0,79545.47,10147.99,No,High School,Male,746.0,Employed
38.0,105639.01,13105.4,Yes,Bachelors,Male,735.0,Employed
34.0,73404.32,15418.93,Yes,PhD,Male,741.0,Employed
41.0,63960.96,21633.58,Yes,Bachelors,Female,662.0,Employed
46.0,61366.45,9402.68,Yes,Bachelors,Male,786.0,Employed
35.0,79938.41,9811.82,Yes,High School,Male,778.0,Employed
13.0,93022.11,15167.26,Yes,Masters,Male,737.0,Self-Employed
43.0,80653.47,6821.7,Yes,Bachelors,Male,798.0,Self-Employed
59.0,32606.66,,No,Masters,Male,721.0,Self-Employed
34.0,104847.49,15077.57,No,Bachelors,Female,697.0,Employed
,1400598.056378007,17724.37,No,High School,Female,734.0,Employed
45.0,66397.85,26187.75,No,Bachelors,Female,780.0,Employed
55.0,59393.69,15292.7,Yes,Bachelors,Female,699.0,Employed
43.0,61065.14,12298.39,Yes,PhD,Female,,Employed
,87252.92,19811.24,Yes,High School,Male,667.0,Self-Employed
46.0,30490.61,,Yes,Masters,Female,719.0,Employed
45.0,80274.14,14180.2,Yes,Masters,Female,731.0,Self-Employed
33.0,75610.93,23936.13,Yes,Bachelors,Male,668.0,Employed
41.0,75331.76,18753.36,Yes,PhD,Female,621.0,Employed
38.0,46744.25,10242.1,Yes,Masters,Female,702.0,Employed
37.0,35918.8,10391.16,No,Masters,Male,733.0,Employed
35.0,114887.74,8323.37,No,Bachelors,Female,805.0,Employed
40.0,72658.67,9497.97,No,Bachelors,Male,759.0,Employed
25.0,108719.12,20641.71,No,Masters,Female,840.0,Employed
46.0,88066.89,,No,Masters,Female,696.0,Employed
29.0,72248.28,6071.4,Yes,Masters,Male,744.0,Employed
35.0,74637.97,17288.02,Yes,Bachelors,Female,715.0,Employed
,91606.69,15846.5,No,Bachelors,Female,845.0,Employed
29.0,93855.84,12758.09,Yes,PhD,Male,750.0,Employed
,,11816.99,Yes,High School,Female,603.0,Employed
34.0,91855.44,15088.41,Yes,Bachelors,Male,689.0,Employed
24.0,92806.7,15366.35,Yes,Bachelors,Male,645.0,Self-Employed
45.0,76592.96,17008.07,Yes,Masters,Female,785.0,Employed
26.0,,6255.95,Yes,High School,Female,680.0,Employed
53.0,,9507.98,Yes,Bachelors,Male,741.0,Self-Employed
38.0,55034.16,12761.28,Yes,Bachelors,Female,712.0,Self-Employed
39.0,62392.01,8330.68,Yes,High School,Female,700.0,Employed
18.0,,17386.45,Yes,High School,Male,672.0,Employed
39.0,68415.5,18375.76,Yes,Masters,Male,696.0,Employed
37.0,96310.63,11966.8,Yes,Masters,Male,723.0,Employed
25.0,56791.59,18316.06,Yes,Bachelors,Female,704.0,Unemployed
39.0,27437.32,,Yes,PhD,Male,746.0,Employed
34.0,96200.71,16164.87,Yes,PhD,Female,633.0,Employed
36.0,70950.32,611.28,Yes,High School,Female,647.0,Employed
38.0,71901.28,14025.59,No,Masters,Female,758.0,Employed
33.0,54231.71,12007.12,No,PhD,Male,669.0,Employed
40.0,32327.3,14293.16,Yes,Bachelors,Female,642.0,Employed
37.0,53623.3,12872.23,Yes,Masters,Female,734.0,Employed
43.0,81400.15,9006.03,Yes,Masters,Male,711.0,Employed
33.0,65976.84,13326.56,Yes,Bachelors,Female,763.0,Employed
27.0,63348.83,12926.56,No,Bachelors,Female,589.0,Self-Employed
31.0,36013.77,19509.63,No,Masters,Female,633.0,Employed
52.0,106225.63,14296.78,Yes,Bachelors,Female,746.0,Unemployed
48.0,68814.09,12143.7,Yes,PhD,Female,747.0,Employed
50.0,116838.43,8766.11,No,Bachelors,Female,759.0,Employed
51.0,77335.48,28634.88,Yes,PhD,Male,751.0,Self-Employed
33.0,,19974.51,No,High School,Female,723.0,Employed
41.0,,15824.19,No,Masters,Female,690.0,Employed
39.0,39712.47,7905.12,No,Bachelors,Male,626.0,Employed
45.0,66270.06,7410.08,Yes,High School,Male,817.0,Employed
35.0,81200.21,23355.19,No,Bachelors,Male,671.0,Employed
39.0,83372.22,23056.41,No,PhD,Female,779.0,Employed
39.0,77890.49,16374.82,Yes,High School,Female,690.0,Employed
43.0,115835.43,10950.64,Yes,High School,Male,708.0,Self-Employed
45.0,77836.61,12255.57,Yes,Bachelors,Male,679.0,Self-Employed
39.0,63798.35,10655.25,Yes,Bachelors,Female,723.0,Employed
39.0,65329.04,25389.51,Yes,Bachelors,Male,744.0,Employed
40.0,53893.54,13979.46,No,Masters,Female,634.0,Employed
54.0,75863.48,19059.9,Yes,Masters,Male,745.0,Employed
21.0,91631.31,19766.23,Yes,Bachelors,Male,802.0,Unemployed
28.0,98179.63,8576.25,Yes,High School,Female,746.0,Employed
45.0,64063.48,15394.66,Yes,Bachelors,Female,760.0,Self-Employed
41.0,68942.87,13594.79,No,High School,Female,711.0,Employed
41.0,57168.15,21439.79,Yes,Masters,Male,694.0,Employed
45.0,89366.35,18016.2,Yes,PhD,Male,732.0,Self-Employed
40.0,45308.41,14729.52,Yes,Bachelors,Female,665.0,Employed
32.0,55560.02,15737.25,No,PhD,Female,706.0,Employed
44.0,-13154.68,11570.6,Yes,Masters,Female,636.0,Unemployed
38.0,46415.27,10254.19,Yes,PhD,Male,663.0,Employed
34.0,58178.74,11217.69,Yes,High School,Female,779.0,Unemployed
45.0,59784.52,17476.35,Yes,High School,Male,596.0,Employed
45.0,44102.37,19592.55,No,Bachelors,Female,757.0,Employed
40.0,47402.94,18159.15,Yes,Bachelors,Female,821.0,Employed
55.0,95231.4,,No,Bachelors,Male,732.0,Employed
51.0,54401.47,16618.29,Yes,Bachelors,Female,672.0,Employed
48.0,33814.68,18067.1,Yes,Bachelors,Male,751.0,Employed
64.0,49143.11,23521.48,No,Bachelors,Female,648.0,Employed
37.0,49408.88,8319.57,Yes,High School,Male,680.0,Employed
33.0,68593.03,20367.6,No,Masters,Male,653.0,Self-Employed
47.0,77192.33,22969.06,Yes,Bachelors,Female,654.0,Employed
35.0,42928.37,9523.1,Yes,High School,Female,764.0,Unemployed
38.0,76006.05,18250.15,No,Masters,Male,711.0,Employed
28.0,,6527.72,No,Bachelors,Female,751.0,Employed
44.0,90320.51,14871.96,Yes,PhD,Male,731.0,Employed
23.0,81584.46,9806.44,No,Bachelors,Female,643.0,Employed
37.0,78154.45,18410.78,No,Masters,Male,705.0,Employed
38.0,63662.46,14751.38,Yes,Bachelors,Female,672.0,Employed
34.0,98377.51,13253.28,Yes,Bachelors,Female,696.0,Self-Employed
20.0,78584.79,18051.68,No,Masters,Male,716.0,Self-Employed
20.0,53912.43,10736.37,No,Masters,Male,705.0,Employed
31.0,66984.66,15099.37,No,Masters,Male,730.0,Employed
43.0,,18477.94,Yes,PhD,Female,726.0,Employed
41.0,67222.65,13339.69,Yes,Bachelors,Female,670.0,Employed
38.0,94309.35,15655.96,No,High School,Female,725.0,Employed
29.0,66474.34,13725.91,Yes,Bachelors,Male,807.0,Self-Employed
41.0,54108.09,22153.04,Yes,Bachelors,Male,693.0,Self-Employed
20.0,90813.6,22060.6,Yes,Bachelors,Female,647.0,Employed
14.0,95530.56,14588.77,Yes,Bachelors,Female,708.0,Unemployed
36.0,54292.9,14415.94,Yes,High School,Male,760.0,Employed
33.0,99598.85,9947.47,Yes,Masters,Female,753.0,Employed
48.0,89250.1,26284.49,Yes,High School,Male,739.0,Employed
40.0,58961.69,,No,High School,Female,799.0,Employed
55.0,94377.88,19505.46,Yes,Bachelors,Male,792.0,Employed
33.0,45362.08,22132.02,Yes,Bachelors,Male,777.0,Employed
43.0,60365.84,14759.38,No,PhD,Male,707.0,Employed
35.0,48101.14,13660.19,Yes,High School,Male,861.0,Employed
52.0,50467.32,22456.9,Yes,Bachelors,Female,687.0,Unemployed
36.0,87021.8,12292.83,Yes,Bachelors,Female,765.0,Employed
47.0,69707.06,14093.13,No,High School,Female,687.0,Self-Employed
27.0,47778.47,16556.4,No,Bachelors,Female,758.0,Employed
34.0,58207.91,9586.87,Yes,Masters,Male,749.0,Employed
37.0,56707.26,19007.65,No,Bachelors,Male,704.0,Employed
51.0,75017.04,17749.1,Yes,Bachelors,Female,616.0,Employed
16.0,115462.37,12295.04,No,Masters,Female,829.0,Employed
35.0,74114.76,20824.65,No,Masters,Male,800.0,Employed
34.0,75438.64,9136.35,No,PhD,Female,794.0,Employed
17.0,100823.16,13150.52,Yes,Masters,Female,647.0,Self-Employed
33.0,59142.95,22470.64,Yes,Bachelors,Female,770.0,Employed
23.0,96657.58,14339.68,Yes,High School,Male,713.0,Employed
15.0,61509.96,7583.71,Yes,PhD,Female,699.0,Employed
35.0,62795.96,16212.97,No,High School,Male,679.0,Unemployed
35.0,63406.07,13593.37,Yes,Masters,Male,793.0,Employed
36.0,67859.69,17619.85,Yes,Masters,Female,736.0,Self-Employed
41.0,66501.32,20483.2,No,Masters,Male,721.0,Self-Employed
29.0,77165.11,14664.95,Yes,Bachelors,Female,739.0,Employed
56.0,61514.29,3138.74,Yes,PhD,Female,730.0,Employed
38.0,72009.09,17795.07,Yes,PhD,Male,770.0,Employed
51.0,37766.95,9950.65,Yes,PhD,Female,616.0,Self-Employed
21.0,85648.33,17549.42,No,Masters,Female,700.0,Employed
30.0,92640.52,,No,Masters,Female,650.0,Unemployed
45.0,74431.38,20313.37,Yes,Bachelors,Female,732.0,Employed
36.0,84957.11,19242.64,Yes,Bachelors,Male,642.0,Self-Employed
27.0,53251.36,13456.6,No,High School,Female,658.0,Employed
20.0,100351.65,14414.16,Yes,Masters,Male,736.0,Employed
45.0,73803.9,17136.64,Yes,Bachelors,Female,705.0,Unemployed
45.0,,19073.95,Yes,PhD,Male,738.0,Employed
40.0,94307.76,10053.36,Yes,Bachelors,Female,660.0,Employed
33.0,84354.68,19606.0,Yes,Masters,Female,708.0,Employed
27.0,107432.64,5921.55,No,Bachelors,Female,717.0,Employed
37.0,103277.45,4566.86,Yes,Bachelors,Male,652.0,Self-Employed
,,6741.71,Yes,Bachelors,Male,685.0,Employed
30.0,79479.6,17602.82,No,PhD,Male,729.0,Employed
51.0,84260.55,18110.15,Yes,Masters,Female,702.0,Employed
19.0,48427.2,16009.3,Yes,High School,Male,678.0,Employed
45.0,64459.95,12181.12,No,Bachelors,Male,732.0,Employed
53.0,129684.68,17366.79,Yes,High School,Female,695.0,Self-Employed
46.0,35446.63,11646.82,Yes,Masters,Female,734.0,Employed
42.0,76204.83,13371.25,No,Bachelors,Female,748.0,Employed
33.0,69211.09,10817.27,No,Masters,Female,750.0,Employed
32.0,87066.91,18234.95,Yes,Bachelors,Male,726.0,Self-Employed
16.0,73972.33,12096.59,Yes,High School,Male,711.0,Self-Employed
38.0,94291.42,16936.44,No,PhD,Female,718.0,Employed
34.0,70302.92,15440.81,Yes,Bachelors,Male,786.0,Employed
31.0,85485.3,23004.11,Yes,Bachelors,Male,685.0,Employed
38.0,77313.67,15347.35,Yes,High School,Female,788.0,Employed
39.0,64167.73,21218.77,Yes,PhD,Male,695.0,Employed
32.0,61319.32,19043.0,No,Masters,Male,744.0,Employed
54.0,95557.22,9384.66,No,Bachelors,Female,730.0,Employed
45.0,82498.93,12216.84,Yes,Bachelors,Male,754.0,Employed
47.0,89924.04,13637.82,No,PhD,Female,579.0,Unemployed
37.0,95095.9,17724.79,Yes,Bachelors,Male,748.0,Employed
,59644.26,18879.51,Yes,Bachelors,Male,711.0,Employed
29.0,64583.47,18267.65,Yes,Masters,Male,751.0,Employed
45.0,63183.92,11024.51,Yes,Bachelors,Female,735.0,Employed
36.0,90622.58,14907.57,Yes,Bachelors,Female,766.0,Employed
28.0,71817.48,12908.74,No,High School,Female,671.0,Employed
38.0,73665.21,16844.6,No,Masters,Female,629.0,Self-Employed
35.0,,6866.27,Yes,High School,Male,639.0,Employed
61.0,86480.72,14879.44,Yes,Bachelors,Male,,Employed
42.0,87142.94,6185.2,Yes,Masters,Male,680.0,Self-Employed
54.0,81220.2,9577.2,Yes,High School,Male,746.0,Unemployed
49.0,73256.25,23160.91,Yes,Masters,Female,781.0,Employed
38.0,90864.92,23470.24,Yes,High School,Female,756.0,Self-Employed
34.0,69019.82,11746.81,Yes,Masters,Male,690.0,Employed
21.0,98391.82,17463.72,No,Bachelors,Male,715.0,Employed
29.0,84297.61,17409.15,No,Bachelors,Male,750.0,Employed
45.0,44755.53,21828.6,Yes,Masters,Female,788.0,Self-Employed
35.0,67328.99,16230.4,No,High School,Male,773.0,Unemployed
42.0,76498.66,9759.52,Yes,Bachelors,Male,773.0,Employed
18.0,56067.29,,Yes,Bachelors,Male,740.0,Employed
43.0,91591.21,16981.39,Yes,Masters,Female,776.0,Employed
49.0,30478.41,5862.72,Yes,Bachelors,Female,760.0,Employed
20.0,86075.85,6422.83,Yes,Masters,Male,642.0,Employed
42.0,83807.0,19227.41,No,High School,Male,736.0,Self-Employed
51.0,30250.11,28211.13,Yes,High School,Female,677.0,Self-Employed
55.0,72070.09,11880.79,Yes,Masters,Male,677.0,Employed
33.0,61300.53,14194.9,No,Masters,Male,728.0,Employed
46.0,98350.6,14595.68,No,Masters,Female,720.0,Employed
52.0,53250.15,16222.15,No,Bachelors,Female,708.0,Self-Employed
42.0,85983.48,10723.06,No,Masters,Male,656.0,Self-Employed
51.0,89966.41,14485.87,Yes,Masters,Male,712.0,Employed
38.0,62148.13,18989.88,Yes,Bachelors,Female,661.0,Unemployed
42.0,95954.82,12109.0,Yes,Masters,Male,736.0,Employed
32.0,61689.54,15053.58,No,Masters,Male,718.0,Employed
36.0,96650.8,20176.25,Yes,Masters,Female,751.0,Employed
42.0,122087.21,14838.9,No,Bachelors,Female,670.0,Unemployed
31.0,,7317.39,Yes,Bachelors,Male,779.0,Employed
36.0,82243.4,3630.54,No,High School,Male,730.0,Employed
46.0,60537.72,9290.6,Yes,High School,Male,889.0,Employed
59.0,107141.07,20915.08,No,Bachelors,Female,677.0,Unemployed
18.0,87764.71,13697.34,Yes,Masters,Male,802.0,Employed
58.0,60791.32,16736.1,Yes,Bachelors,Male,682.0,Self-Employed
35.0,99982.3,21483.03,Yes,High School,Male,772.0,Employed
48.0,72197.7,8769.65,Yes,High School,Female,745.0,Self-Employed
50.0,83536.93,28319.18,No,Masters,Male,645.0,Employed
54.0,61791.94,14477.02,Yes,High School,Female,706.0,Employed
31.0,51228.26,17679.08,Yes,PhD,Male,768.0,Self-Employed
36.0,52268.08,11473.33,Yes,Masters,Female,710.0,Self-Employed
37.0,62372.3,10171.44,Yes,Bachelors,Male,770.0,Employed
34.0,80263.57,15126.0,Yes,Masters,Male,748.0,Employed
51.0,64038.19,11949.6,Yes,Bachelors,Male,775.0,Employed
37.0,54174.11,15457.24,No,High School,Female,746.0,Employed
22.0,50977.77,4352.81,Yes,High School,Female,673.0,Employed
32.0,95329.63,8130.07,Yes,High School,Male,724.0,Employed
22.0,67550.01,12413.66,Yes,High School,Female,729.0,Employed
36.0,30847.04,9309.5,Yes,High School,Male,720.0,Unemployed
45.0,69845.11,30198.68,Yes,Bachelors,Male,683.0,Employed
31.0,61692.25,15912.89,Yes,Masters,Male,708.0,Employed
34.0,74089.29,16335.09,Yes,Bachelors,Male,749.0,Unemployed
35.0,58655.51,9539.53,No,Masters,Male,722.0,Employed
39.0,95737.52,11514.06,No,High School,Male,602.0,Employed
43.0,66932.17,12482.17,No,Bachelors,Female,785.0,Employed
46.0,65792.03,20735.3,No,Bachelors,Female,698.0,Employed
61.0,63679.11,7908.25,Yes,Masters,Female,638.0,Employed
39.0,79473.78,13287.37,Yes,PhD,Male,720.0,Employed
45.0,77898.66,17207.21,No,High School,Female,689.0,Employed
22.0,62183.15,3444.52,Yes,Bachelors,Female,675.0,Employed
34.0,70477.11,6689.81,No,Bachelors,Male,729.0,Employed
35.0,64939.72,7980.82,Yes,High School,Male,790.0,Employed
28.0,86994.16,14074.99,No,PhD,Female,743.0,Self-Employed
33.0,44224.24,12721.05,Yes,Masters,Male,652.0,Self-Employed
37.0,63187.86,19650.21,Yes,Bachelors,Male,707.0,Employed
33.0,66089.03,3900.98,Yes,Masters,Female,699.0,Employed
64.0,97893.65,12926.56,Yes,Bachelors,Male,746.0,Employed
43.0,93506.88,20877.19,Yes,Bachelors,Female,624.0,Employed
58.0,77843.08,7128.85,Yes,High School,Male,749.0,Employed
53.0,50111.73,14421.05,Yes,High School,Male,674.0,Employed
32.0,71144.83,18753.31,Yes,High School,Female,692.0,Employed
38.0,107592.95,22037.18,Yes,High School,Female,766.0,Employed
34.0,67026.11,8730.32,No,Masters,Male,737.0,Employed
36.0,72572.36,16861.62,Yes,Bachelors,Male,747.0,Employed
28.0,73728.21,15204.56,No,Masters,Male,769.0,Employed
34.0,53004.58,9808.46,Yes,Masters,Female,706.0,Employed
42.0,53820.49,8838.97,Yes,Masters,Female,670.0,Employed
41.0,53799.95,8676.26,Yes,Masters,Female,733.0,Employed
41.0,64034.55,33563.98,Yes,Bachelors,Female,761.0,Employed
,78844.05,20897.66,Yes,Bachelors,Male,723.0,Employed
47.0,73398.72,15342.85,Yes,High School,Female,786.0,Employed
35.0,80147.58,10779.07,Yes,Masters,Male,704.0,Employed
52.0,113208.22,17808.49,Yes,High School,Female,710.0,Self-Employed
20.0,121897.16,,Yes,Bachelors,Male,663.0,Employed
45.0,71876.78,16626.64,Yes,High School,Female,673.0,Employed
43.0,88463.78,19183.11,No,Bachelors,Male,731.0,Employed
31.0,83182.1,14195.13,Yes,Masters,Female,656.0,Employed
34.0,91538.81,11999.57,No,Masters,Female,717.0,Employed
43.0,90833.85,12424.21,No,Bachelors,Female,718.0,Employed
47.0,59435.77,19846.7,Yes,Bachelors,Female,749.0,Unemployed
21.0,109626.5,14761.06,No,PhD,Female,768.0,Employed
44.0,100621.96,23274.15,No,High School,Female,,Employed
33.0,89331.53,5864.21,Yes,Bachelors,Male,828.0,Employed
49.0,83713.32,8659.2,No,Masters,Male,726.0,Employed
20.0,77968.0,15417.96,Yes,Masters,Male,807.0,Employed
62.0,74104.65,17259.23,No,Bachelors,Male,600.0,Employed
29.0,85753.03,14663.41,Yes,PhD,Male,738.0,Self-Employed
52.0,75075.07,22011.2,Yes,High School,Male,701.0,Employed
37.0,77559.51,10276.72,Yes,Bachelors,Female,737.0,Employed
30.0,70471.91,15082.53,No,Bachelors,Female,736.0,Employed
41.0,67329.93,20419.86,No,Bachelors,Male,762.0,Employed
48.0,108314.71,23909.26,Yes,Bachelors,Female,757.0,Unemployed
22.0,74213.2,13977.73,Yes,Bachelors,Male,729.0,Employed
45.0,64306.45,28423.17,No,Bachelors,Female,661.0,Self-Employed
38.0,75816.91,15461.37,No,Bachelors,Female,750.0,Self-Employed
44.0,48345.02,23487.05,Yes,Bachelors,Female,,Employed
38.0,91328.49,13277.56,Yes,High School,Female,677.0,Self-Employed
32.0,72759.27,14229.52,No,PhD,Male,744.0,Employed
27.0,65965.71,20855.67,Yes,Masters,Female,729.0,Employed
45.0,63916.79,19093.42,Yes,Bachelors,Male,671.0,Unemployed
45.0,40942.89,14913.51,Yes,High School,Female,655.0,Unemployed
45.0,109025.09,9783.47,Yes,Masters,Female,726.0,Employed
42.0,76494.08,28129.21,Yes,Masters,Female,709.0,Employed
47.0,108740.43,13633.56,Yes,Masters,Male,693.0,Employed
52.0,,15354.28,No,Masters,Female,753.0,Employed
19.0,81793.29,5371.94,Yes,Bachelors,Female,718.0,Employed
15.0,87382.56,12202.13,Yes,Masters,Male,771.0,Employed
55.0,82481.23,19443.46,Yes,Bachelors,Male,750.0,Employed
25.0,63653.21,14278.97,Yes,Bachelors,Female,643.0,Employed
27.0,37260.33,28259.99,Yes,High School,Female,629.0,Self-Employed
35.0,117817.57,16455.51,Yes,PhD,Male,761.0,Employed
21.0,58057.65,12040.4,Yes,PhD,Female,776.0,Self-Employed
34.0,123411.07,23557.54,No,Masters,Male,750.0,Unemployed
29.0,60596.16,27269.45,Yes,Masters,Male,678.0,Unemployed
36.0,100238.64,21738.85,Yes,Bachelors,Male,792.0,Employed
41.0,84366.11,15675.26,Yes,PhD,Female,747.0,Employed
35.0,85281.02,14082.63,No,Masters,Male,771.0,Employed
34.0,60098.12,6797.52,Yes,Bachelors,Female,755.0,Self-Employed
41.0,64531.98,16776.84,Yes,Bachelors,Male,699.0,Employed
48.0,64815.87,16979.43,Yes,Masters,Male,723.0,Self-Employed
54.0,75495.38,9299.4,Yes,Bachelors,Female,710.0,Self-Employed
36.0,68305.29,15387.01,Yes,Bachelors,Female,820.0,Employed
56.0,61865.67,20601.39,Yes,Bachelors,Male,738.0,Employed
,53689.47,13590.24,No,Bachelors,Female,748.0,Employed
26.0,55660.24,16626.15,Yes,High School,Male,722.0,Employed
25.0,80674.85,4954.18,Yes,PhD,Female,657.0,Employed
32.0,55962.87,24110.15,Yes,Masters,Female,675.0,Employed
52.0,48019.11,11652.42,No,Masters,Female,717.0,Employed
33.0,72820.2,13518.05,Yes,Masters,Female,630.0,Employed
19.0,26360.54,16297.98,No,Bachelors,Female,690.0,Employed
36.0,69872.05,14017.89,Yes,High School,Male,732.0,Unemployed