rownames,educ,south,nonwhite,female,married,exper,expersq,union,lwage,age,year,y85,y85fem,y85educ,y85union
1,12,0,0,0,0,8,64,0,1.215000033378601,25,78,0,0,0,0
2,12,0,0,1,1,30,900,1,1.6094000339508057,47,78,0,0,0,0
3,6,0,0,0,1,38,1444,1,2.1401000022888184,49,78,0,0,0,0
4,12,0,0,0,1,19,361,1,2.073199987411499,36,78,0,0,0,0
5,12,0,0,0,1,11,121,0,1.6490000486373901,28,78,0,0,0,0
6,8,0,0,0,1,43,1849,0,1.7148000001907349,56,78,0,0,0,0
7,11,0,0,0,0,2,4,0,1.0986000299453735,18,78,0,0,0,0
8,15,0,0,1,0,9,81,0,1.8325999975204468,29,78,0,0,0,0
9,16,0,0,1,0,17,289,0,0.35670000314712524,38,78,0,0,0,0
10,15,0,0,0,1,23,529,1,2.1547000408172607,43,78,0,0,0,0
11,15,0,0,0,1,39,1521,1,1.9867000579833984,59,78,0,0,0,0
12,12,0,0,1,1,5,25,1,1.704699993133545,22,78,0,0,0,0
13,11,0,0,0,1,27,729,1,2.1101999282836914,43,78,0,0,0,0
14,12,0,0,0,1,29,841,0,1.8325999975204468,46,78,0,0,0,0
15,12,0,0,0,0,7,49,0,1.3083000183105469,24,78,0,0,0,0
16,12,0,0,1,0,42,1764,1,2.2300000190734863,59,78,0,0,0,0
17,18,0,0,0,1,35,1225,1,2.525700092315674,58,78,0,0,0,0
18,18,0,0,1,1,31,961,1,2.397900104522705,54,78,0,0,0,0
19,6,0,0,0,1,24,576,0,1.2527999877929688,35,78,0,0,0,0
20,14,0,1,0,1,14,196,1,2.079400062561035,33,78,0,0,0,0
21,12,0,0,1,0,40,1600,1,2.014899969100952,57,78,0,0,0,0
22,12,0,0,1,0,10,100,0,1.2039999961853027,27,78,0,0,0,0
23,13,0,0,1,0,3,9,0,1.386299967765808,21,78,0,0,0,0
24,13,0,0,0,0,2,4,0,1.2310999631881714,20,78,0,0,0,0
25,15,0,0,0,0,7,49,0,1.50409996509552,27,78,0,0,0,0
26,16,0,0,0,0,29,841,0,2.5996999740600586,50,78,0,0,0,0
27,13,0,0,0,1,27,729,1,2.23799991607666,45,78,0,0,0,0
28,18,0,0,0,0,8,64,0,2.3538999557495117,31,78,0,0,0,0
29,10,0,0,0,1,6,36,1,2.525700092315674,21,78,0,0,0,0
30,14,0,0,1,0,2,4,0,0.9361000061035156,21,78,0,0,0,0
31,8,0,0,0,0,36,1296,1,2.014899969100952,49,78,0,0,0,0
32,15,0,0,1,1,23,529,1,1.1313999891281128,43,78,0,0,0,0
33,8,0,0,1,1,48,2304,1,1.6582000255584717,61,78,0,0,0,0
34,12,0,0,0,0,21,441,1,2.067699909210205,38,78,0,0,0,0
35,8,0,0,0,1,11,121,1,2.0820000171661377,24,78,0,0,0,0
36,12,0,0,1,1,26,676,1,2.1547000408172607,43,78,0,0,0,0
37,16,0,0,1,1,10,100,0,1.9671000242233276,31,78,0,0,0,0
38,14,0,0,0,1,37,1369,0,2.7592999935150146,56,78,0,0,0,0
39,13,0,0,0,1,21,441,0,1.2971999645233154,39,78,0,0,0,0
40,16,0,0,1,1,21,441,0,1.2527999877929688,42,78,0,0,0,0
41,13,0,0,0,0,6,36,1,2.3749001026153564,24,78,0,0,0,0
42,12,0,0,0,1,25,625,1,1.6368000507354736,42,78,0,0,0,0
43,13,0,0,0,0,5,25,0,1.232100009918213,23,78,0,0,0,0
44,11,0,0,0,0,13,169,1,1.7491999864578247,29,78,0,0,0,0
45,16,0,0,0,0,15,225,0,2.3025999069213867,36,78,0,0,0,0
46,12,0,0,1,1,8,64,0,1.5580999851226807,25,78,0,0,0,0
47,10,0,0,0,1,8,64,1,1.6094000339508057,23,78,0,0,0,0
48,14,0,0,0,1,11,121,0,1.5580999851226807,30,78,0,0,0,0
49,12,0,1,0,1,34,1156,1,2.0541000366210938,51,78,0,0,0,0
50,13,0,0,0,0,8,64,0,1.8325999975204468,26,78,0,0,0,0
51,12,0,0,0,1,36,1296,0,1.9458999633789062,53,78,0,0,0,0
52,12,0,0,1,1,30,900,0,1.8325999975204468,47,78,0,0,0,0
53,16,0,0,1,1,5,25,1,1.1856000423431396,26,78,0,0,0,0
54,11,0,0,1,1,13,169,0,0.9118000268936157,29,78,0,0,0,0
55,11,0,0,0,0,2,4,1,1.8717999458312988,18,78,0,0,0,0
56,9,0,0,0,1,12,144,1,1.9458999633789062,26,78,0,0,0,0
57,18,0,0,0,1,24,576,0,2.169100046157837,47,78,0,0,0,0
58,12,0,1,0,1,17,289,1,2.014899969100952,34,78,0,0,0,0
59,8,0,0,0,1,50,2500,0,1.6447999477386475,63,78,0,0,0,0
60,18,0,0,0,1,8,64,0,2.1071999073028564,31,78,0,0,0,0
61,12,0,0,1,0,11,121,1,1.6291999816894531,28,78,0,0,0,0
62,12,0,0,0,1,7,49,0,1.059399962425232,24,78,0,0,0,0
63,17,0,0,1,1,26,676,1,2.169100046157837,48,78,0,0,0,0
64,8,0,0,0,1,19,361,0,1.3217999935150146,32,78,0,0,0,0
65,12,0,1,1,0,13,169,1,1.8554999828338623,30,78,0,0,0,0
66,12,0,0,0,1,9,81,1,1.7491999864578247,26,78,0,0,0,0
67,14,0,0,0,1,38,1444,0,1.9660999774932861,57,78,0,0,0,0
68,12,0,0,0,0,4,16,0,1.198199987411499,21,78,0,0,0,0
69,14,0,0,1,0,11,121,0,1.927899956703186,30,78,0,0,0,0
70,10,0,0,0,1,43,1849,0,2.3025999069213867,58,78,0,0,0,0
71,11,0,1,0,1,15,225,0,1.386299967765808,31,78,0,0,0,0
72,12,0,1,0,1,31,961,1,-0.4699999988079071,48,78,0,0,0,0
73,6,0,1,0,1,44,1936,1,1.3150999546051025,55,78,0,0,0,0
74,16,0,0,0,1,16,256,0,2.899399995803833,37,78,0,0,0,0
75,12,0,0,0,1,25,625,1,1.9981000423431396,42,78,0,0,0,0
76,14,0,0,0,1,19,361,1,1.704699993133545,38,78,0,0,0,0
77,12,0,0,1,0,3,9,0,1.1786999702453613,20,78,0,0,0,0
78,13,0,0,1,0,14,196,0,1.6094000339508057,32,78,0,0,0,0
79,12,0,0,0,1,30,900,0,2.014899969100952,47,78,0,0,0,0
80,12,0,0,0,1,32,1024,1,2.4848999977111816,49,78,0,0,0,0
81,10,0,0,0,1,48,2304,1,2.079400062561035,63,78,0,0,0,0
82,12,0,0,0,0,36,1296,1,2.1401000022888184,53,78,0,0,0,0
83,12,0,0,1,1,7,49,1,1.582800030708313,24,78,0,0,0,0
84,12,0,0,0,1,19,361,1,2.3345999717712402,36,78,0,0,0,0
85,18,0,0,0,0,11,121,0,1.6503000259399414,34,78,0,0,0,0
86,13,0,0,0,1,32,1024,1,1.5476000308990479,50,78,0,0,0,0
87,12,0,0,1,1,10,100,0,1.7706999778747559,27,78,0,0,0,0
88,14,0,0,1,0,3,9,0,1.6094000339508057,22,78,0,0,0,0
89,16,0,0,1,1,10,100,0,1.294700026512146,31,78,0,0,0,0
90,16,0,0,1,1,9,81,0,2.0401999950408936,30,78,0,0,0,0
91,12,0,0,1,1,13,169,1,1.3217999935150146,30,78,0,0,0,0
92,12,0,0,0,1,20,400,0,1.8562999963760376,37,78,0,0,0,0
93,12,0,0,0,1,30,900,1,2.1101999282836914,47,78,0,0,0,0
94,12,0,0,0,1,10,100,1,2.3631999492645264,27,78,0,0,0,0
95,18,0,0,1,0,17,289,0,0.6707000136375427,40,78,0,0,0,0
96,10,0,0,0,1,7,49,1,1.5789999961853027,22,78,0,0,0,0
97,8,0,0,0,1,32,1024,0,2.1401000022888184,45,78,0,0,0,0
98,9,0,0,0,1,36,1296,1,1.6629999876022339,50,78,0,0,0,0
99,14,0,0,0,1,43,1849,0,2.6126999855041504,62,78,0,0,0,0
100,16,0,0,0,1,9,81,0,2.169100046157837,30,78,0,0,0,0
101,8,0,0,0,1,41,1681,1,1.6094000339508057,54,78,0,0,0,0
102,12,0,0,0,1,21,441,1,2.079400062561035,38,78,0,0,0,0
103,14,0,0,0,1,26,676,0,1.5140999555587769,45,78,0,0,0,0
104,12,0,0,1,1,21,441,0,1.1907000541687012,38,78,0,0,0,0
105,12,0,0,1,1,42,1764,0,1.7918000221252441,59,78,0,0,0,0
106,12,0,0,0,1,41,1681,0,2.2300000190734863,58,78,0,0,0,0
107,13,0,0,1,1,22,484,0,0.9746000170707703,40,78,0,0,0,0
108,18,0,0,0,1,10,100,0,2.0411999225616455,33,78,0,0,0,0
109,12,0,0,0,0,3,9,1,1.7918000221252441,20,78,0,0,0,0
110,14,0,0,0,0,14,196,0,2.1628000736236572,33,78,0,0,0,0
111,12,0,0,0,1,24,576,1,2.4848999977111816,41,78,0,0,0,0
112,12,0,0,0,1,13,169,1,1.7918000221252441,30,78,0,0,0,0
113,12,0,0,1,0,41,1681,1,1.6956000328063965,58,78,0,0,0,0
114,14,0,0,0,1,16,256,0,2.525700092315674,35,78,0,0,0,0
115,12,1,0,0,0,3,9,0,0.9746000170707703,20,78,0,0,0,0
116,16,1,0,0,1,27,729,0,2.1089999675750732,48,78,0,0,0,0
117,7,1,0,1,0,31,961,0,1.294700026512146,43,78,0,0,0,0
118,11,1,0,1,0,2,4,0,0.9746000170707703,18,78,0,0,0,0
119,12,1,0,0,1,19,361,0,1.2237999439239502,36,78,0,0,0,0
120,1,1,0,0,1,47,2209,0,1.2039999961853027,53,78,0,0,0,0
121,12,1,0,0,0,1,1,0,1.0472999811172485,18,78,0,0,0,0
122,9,1,0,0,1,5,25,0,1.8215999603271484,19,78,0,0,0,0
123,12,1,1,1,0,38,1444,1,1.1394000053405762,55,78,0,0,0,0
124,12,1,0,1,0,2,4,0,0.9162999987602234,19,78,0,0,0,0
125,12,1,0,0,1,19,361,0,2.2083001136779785,36,78,0,0,0,0
126,12,1,0,0,1,38,1444,1,2.169100046157837,55,78,0,0,0,0
127,12,1,0,0,1,22,484,0,1.7918000221252441,39,78,0,0,0,0
128,12,1,0,0,1,6,36,0,1.386299967765808,23,78,0,0,0,0
129,13,1,0,1,1,15,225,0,1.8717999458312988,33,78,0,0,0,0
130,12,1,0,0,1,27,729,0,1.2039999961853027,44,78,0,0,0,0
131,12,1,0,1,0,1,1,0,1.2164000272750854,18,78,0,0,0,0
132,17,1,0,1,1,12,144,0,1.909500002861023,34,78,0,0,0,0
133,16,1,0,0,1,31,961,0,1.7635999917984009,52,78,0,0,0,0
134,10,1,0,0,1,18,324,0,1.295799970626831,33,78,0,0,0,0
135,7,1,1,1,0,33,1089,0,1.3217999935150146,45,78,0,0,0,0
136,6,1,0,0,0,39,1521,0,1.5669000148773193,50,78,0,0,0,0
137,16,1,0,0,0,4,16,0,1.6094000339508057,25,78,0,0,0,0
138,14,1,0,1,0,4,16,0,1.4291000366210938,23,78,0,0,0,0
139,14,1,0,1,0,2,4,0,1.6582000255584717,21,78,0,0,0,0
140,17,1,0,0,0,4,16,0,1.9057999849319458,26,78,0,0,0,0
141,13,1,0,1,0,21,441,1,2.014899969100952,39,78,0,0,0,0
142,4,1,0,0,0,13,169,0,0.9555000066757202,22,78,0,0,0,0
143,17,1,0,0,1,18,324,0,2.6454999446868896,40,78,0,0,0,0
144,14,1,0,1,0,9,81,0,2.526900053024292,28,78,0,0,0,0
145,16,1,0,0,0,8,64,0,1.6094000339508057,29,78,0,0,0,0
146,10,1,1,0,1,35,1225,0,1.386299967765808,50,78,0,0,0,0
147,6,1,0,1,1,17,289,0,1.0647000074386597,28,78,0,0,0,0
148,13,0,0,0,0,1,1,0,1.5261000394821167,19,78,0,0,0,0
149,16,0,0,0,1,3,9,1,1.4469000101089478,24,78,0,0,0,0
150,10,0,0,0,1,41,1681,1,1.8717999458312988,56,78,0,0,0,0
151,12,0,0,1,1,41,1681,1,3.0564000606536865,58,78,0,0,0,0
152,18,0,0,0,1,36,1296,0,1.8839000463485718,59,78,0,0,0,0
153,10,0,1,1,1,16,256,1,1.2527999877929688,31,78,0,0,0,0
154,12,0,1,1,0,36,1296,1,1.5892000198364258,53,78,0,0,0,0
155,12,0,1,0,1,39,1521,0,1.8205000162124634,56,78,0,0,0,0
156,13,0,0,0,1,2,4,0,1.7918000221252441,20,78,0,0,0,0
157,15,0,0,0,1,8,64,0,1.8136999607086182,28,78,0,0,0,0
158,12,0,0,0,1,35,1225,0,2.197200059890747,52,78,0,0,0,0
159,12,0,0,1,0,12,144,0,1.6606999635696411,29,78,0,0,0,0
160,12,0,0,1,0,11,121,0,1.6094000339508057,28,78,0,0,0,0
161,18,0,1,1,0,10,100,0,1.8839000463485718,33,78,0,0,0,0
162,16,0,1,1,0,3,9,0,1.3217999935150146,24,78,0,0,0,0
163,10,0,0,0,1,48,2304,1,1.2527999877929688,63,78,0,0,0,0
164,15,0,0,0,0,20,400,1,2.494999885559082,40,78,0,0,0,0
165,6,0,0,0,1,51,2601,1,1.8717999458312988,62,78,0,0,0,0
166,12,0,0,1,1,12,144,0,1.2237999439239502,29,78,0,0,0,0
167,10,0,0,0,1,26,676,0,1.7384999990463257,41,78,0,0,0,0
168,9,0,0,1,1,34,1156,1,2.079400062561035,48,78,0,0,0,0
169,13,0,0,1,1,35,1225,0,1.4452999830245972,53,78,0,0,0,0
170,12,0,0,1,0,12,144,0,1.4469000101089478,29,78,0,0,0,0
171,11,0,0,0,0,5,25,0,1.2878999710083008,21,78,0,0,0,0
172,14,0,0,0,0,8,64,0,1.7491999864578247,27,78,0,0,0,0
173,12,0,0,0,1,29,841,1,2.0476999282836914,46,78,0,0,0,0
174,7,0,0,0,1,38,1444,1,1.8325999975204468,50,78,0,0,0,0
175,12,0,0,0,1,33,1089,0,1.3986999988555908,50,78,0,0,0,0
176,8,0,0,0,1,42,1764,0,1.8325999975204468,55,78,0,0,0,0
177,16,0,0,0,0,1,1,0,1.93149995803833,22,78,0,0,0,0
178,13,0,1,0,0,17,289,1,1.9577000141143799,35,78,0,0,0,0
179,16,0,0,1,1,5,25,0,1.8325999975204468,26,78,0,0,0,0
180,12,0,0,1,0,13,169,0,1.2527999877929688,30,78,0,0,0,0
181,12,0,0,1,1,23,529,0,1.2383999824523926,40,78,0,0,0,0
182,16,0,0,1,1,12,144,1,0.613099992275238,33,78,0,0,0,0
183,12,0,1,0,1,20,400,1,2.014899969100952,37,78,0,0,0,0
184,13,0,0,0,1,33,1089,0,2.169100046157837,51,78,0,0,0,0
185,9,0,0,0,1,22,484,0,1.4299999475479126,36,78,0,0,0,0
186,10,0,0,1,0,27,729,1,1.6404999494552612,42,78,0,0,0,0
187,14,0,0,0,1,9,81,1,1.927899956703186,28,78,0,0,0,0
188,16,0,0,0,0,5,25,0,1.9809999465942383,26,78,0,0,0,0
189,12,0,0,0,1,8,64,0,1.5580999851226807,25,78,0,0,0,0
190,12,0,0,0,1,32,1024,1,2.169100046157837,49,78,0,0,0,0
191,11,0,0,0,1,12,144,1,2.014899969100952,28,78,0,0,0,0
192,16,0,0,0,0,2,4,0,1.9772000312805176,23,78,0,0,0,0
193,12,0,0,0,1,32,1024,1,1.9033000469207764,49,78,0,0,0,0
194,12,0,0,0,1,32,1024,0,1.8325999975204468,49,78,0,0,0,0
195,18,0,1,0,1,13,169,1,2.2571001052856445,36,78,0,0,0,0
196,8,0,0,0,1,34,1156,1,1.8562999963760376,47,78,0,0,0,0
197,9,0,0,1,0,16,256,0,-0.07800000160932541,30,78,0,0,0,0
198,16,0,0,0,1,8,64,0,1.6740000247955322,29,78,0,0,0,0
199,10,0,1,0,0,33,1089,0,1.6094000339508057,48,78,0,0,0,0
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1080,12,0,1,1,1,18,324,0,2.1552000045776367,36,85,1,1,12,0
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