Data Analysis and Statistics

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Education_Inc Data.xlsx

Education_Income_M_F_New

age workclass fnlwgt education years_of_education marital_status occupation relationship race sex capital_gain capital_loss hours_per_week native_country income
45 Private 172274 Doctorate 16 Divorced Prof-specialty Unmarried Black Female 0 3004 35 United-States >50K
46 Private 45363 Prof-school 15 Divorced Prof-specialty Not-in-family White Male 0 2824 40 United-States >50K
57 Private 317847 Masters 14 Divorced Exec-managerial Not-in-family White Male 0 2824 50 United-States >50K
52 Private 198863 Prof-school 15 Divorced Exec-managerial Not-in-family White Male 0 2559 60 United-States >50K
51 Private 123011 Bachelors 13 Divorced Exec-managerial Not-in-family White Male 0 2559 50 United-States >50K
63 Federal-gov 39181 Doctorate 16 Divorced Exec-managerial Not-in-family White Female 0 2559 60 United-States >50K
54 Private 161691 Masters 14 Divorced Prof-specialty Not-in-family White Female 0 2559 40 United-States >50K
44 Private 326232 Bachelors 13 Divorced Exec-managerial Unmarried White Male 0 2547 50 United-States >50K
43 Private 115806 Masters 14 Divorced Exec-managerial Unmarried White Female 0 2547 40 United-States >50K
51 Private 115066 Some-college 10 Divorced Adm-clerical Unmarried White Female 0 2547 40 United-States >50K
43 Private 289669 Masters 14 Divorced Prof-specialty Unmarried White Female 0 2547 40 United-States >50K
51 State-gov 68898 Assoc-voc 11 Divorced Tech-support Not-in-family White Male 0 2444 39 United-States >50K
43 Private 155106 Assoc-acdm 12 Divorced Craft-repair Not-in-family White Male 0 2444 70 United-States >50K
60 State-gov 358893 Bachelors 13 Divorced Prof-specialty Not-in-family White Female 0 2339 40 United-States <=50K
49 Self-emp-inc 141058 Some-college 10 Divorced Exec-managerial Not-in-family White Male 0 2339 50 United-States <=50K
56 Self-emp-not-inc 346635 Masters 14 Divorced Sales Unmarried White Female 0 2339 60 United-States <=50K
40 Self-emp-not-inc 33310 Prof-school 15 Divorced Other-service Not-in-family White Female 0 2339 35 United-States <=50K
46 State-gov 192779 Assoc-acdm 12 Divorced Adm-clerical Unmarried White Male 0 2258 38 United-States >50K
47 Private 138107 Bachelors 13 Divorced Exec-managerial Not-in-family White Male 0 2258 40 United-States >50K
44 Federal-gov 29591 Bachelors 13 Divorced Tech-support Not-in-family White Male 0 2258 40 United-States >50K
44 Self-emp-not-inc 171424 Some-college 10 Divorced Machine-op-inspct Not-in-family White Male 0 2205 35 United-States <=50K
42 Self-emp-inc 23510 Masters 14 Divorced Exec-managerial Unmarried Asian-Pac-Islander Male 0 2201 60 India >50K
45 Federal-gov 207107 Assoc-acdm 12 Divorced Adm-clerical Unmarried Asian-Pac-Islander Male 0 2080 40 Philippines <=50K
42 Federal-gov 74680 Masters 14 Divorced Adm-clerical Not-in-family White Male 0 2001 60 United-States <=50K
41 Self-emp-not-inc 277783 Some-college 10 Divorced Craft-repair Not-in-family White Male 0 2001 50 United-States <=50K
35 Private 187119 Bachelors 13 Divorced Sales Not-in-family White Female 0 1980 65 United-States <=50K
41 Private 53956 Bachelors 13 Divorced Sales Not-in-family White Male 0 1980 56 United-States <=50K
58 Private 126104 Masters 14 Divorced Adm-clerical Not-in-family White Female 0 1980 45 United-States <=50K
56 Private 34626 Some-college 10 Divorced Exec-managerial Not-in-family White Female 0 1980 40 United-States <=50K
41 Local-gov 33068 Masters 14 Divorced Prof-specialty Not-in-family White Male 0 1974 40 United-States <=50K
62 Private 81116 Some-college 10 Divorced Adm-clerical Not-in-family White Male 0 1974 40 United-States <=50K
42 Private 44121 Masters 14 Divorced Prof-specialty Not-in-family White Female 0 1876 40 United-States <=50K
36 State-gov 112497 Bachelors 13 Divorced Prof-specialty Not-in-family White Male 0 1876 44 United-States <=50K
45 Private 138626 Some-college 10 Divorced Exec-managerial Not-in-family White Male 0 1876 50 United-States <=50K
56 Self-emp-not-inc 50791 Masters 14 Divorced Sales Not-in-family White Male 0 1876 60 United-States <=50K
58 Private 201393 Assoc-acdm 12 Divorced Adm-clerical Not-in-family White Male 0 1876 40 United-States <=50K
53 Private 174020 Masters 14 Divorced Prof-specialty Unmarried White Female 0 1876 38 United-States <=50K
46 Local-gov 175754 Masters 14 Divorced Prof-specialty Not-in-family White Female 0 1876 60 United-States <=50K
43 Private 81243 Bachelors 13 Divorced Tech-support Not-in-family White Male 0 1876 40 United-States <=50K
26 Self-emp-not-inc 177858 Bachelors 13 Divorced Exec-managerial Not-in-family White Male 0 1876 38 United-States <=50K
53 Local-gov 103995 Bachelors 13 Divorced Prof-specialty Not-in-family White Female 0 1876 54 United-States <=50K
47 Local-gov 154033 Some-college 10 Divorced Prof-specialty Not-in-family White Female 0 1876 40 United-States <=50K
39 Self-emp-not-inc 134475 Bachelors 13 Divorced Adm-clerical Not-in-family White Male 0 1762 40 United-States <=50K
30 Private 145231 Assoc-acdm 12 Divorced Adm-clerical Own-child White Female 0 1762 40 United-States <=50K
49 Private 180899 Masters 14 Divorced Exec-managerial Unmarried White Male 0 1755 45 United-States >50K
52 Private 117496 Bachelors 13 Divorced Prof-specialty Unmarried White Female 0 1755 40 United-States >50K
38 Private 179488 Some-college 10 Divorced Craft-repair Not-in-family White Male 0 1741 40 United-States <=50K
42 Private 202188 Some-college 10 Divorced Exec-managerial Not-in-family White Female 0 1741 50 United-States <=50K
36 Private 321733 Bachelors 13 Divorced Exec-managerial Not-in-family White Male 0 1741 40 United-States <=50K
44 Federal-gov 139161 Assoc-acdm 12 Divorced Adm-clerical Not-in-family Black Female 0 1741 40 United-States <=50K
45 Local-gov 132563 Prof-school 15 Divorced Prof-specialty Unmarried Black Female 0 1726 40 United-States <=50K
32 State-gov 213389 Some-college 10 Divorced Protective-serv Unmarried White Female 0 1726 38 United-States <=50K
39 Private 52978 Some-college 10 Divorced Other-service Not-in-family White Female 0 1721 55 United-States <=50K
56 State-gov 274111 Masters 14 Divorced Prof-specialty Not-in-family White Male 0 1669 40 United-States <=50K
47 Private 155124 Assoc-voc 11 Divorced Prof-specialty Not-in-family White Female 0 1669 40 United-States <=50K
56 Local-gov 52953 Doctorate 16 Divorced Prof-specialty Not-in-family White Female 0 1669 38 United-States <=50K
65 Self-emp-not-inc 316093 Prof-school 15 Divorced Prof-specialty Not-in-family White Male 0 1668 40 United-States <=50K
43 Private 216042 Some-college 10 Divorced Tech-support Own-child White Female 0 1617 72 United-States <=50K
30 Private 194141 Some-college 10 Divorced Machine-op-inspct Not-in-family White Male 0 1617 40 United-States <=50K
25 Private 52536 Assoc-acdm 12 Divorced Tech-support Own-child White Female 0 1594 25 United-States <=50K
42 Private 191712 Bachelors 13 Divorced Sales Not-in-family White Male 0 1590 40 United-States <=50K
32 Private 43403 Some-college 10 Divorced Farming-fishing Not-in-family White Female 0 1590 54 United-States <=50K
42 Private 37869 Some-college 10 Divorced Machine-op-inspct Not-in-family White Male 0 1590 40 United-States <=50K
44 State-gov 154176 Some-college 10 Divorced Adm-clerical Not-in-family Black Female 0 1590 40 United-States <=50K
48 Private 99096 Some-college 10 Divorced Adm-clerical Not-in-family White Female 0 1590 38 United-States <=50K
50 Private 188186 Masters 14 Divorced Sales Not-in-family White Female 0 1590 45 United-States <=50K
32 Private 165949 Bachelors 13 Divorced Machine-op-inspct Not-in-family White Female 0 1590 42 United-States <=50K
43 Private 174575 Bachelors 13 Divorced Exec-managerial Not-in-family White Male 0 1564 45 United-States >50K
40 Self-emp-not-inc 266324 Some-college 10 Divorced Exec-managerial Other-relative White Male 0 1564 70 Iran >50K
40 Private 179717 Bachelors 13 Divorced Sales Not-in-family White Male 0 1564 60 United-States >50K
30 Private 327112 Bachelors 13 Divorced Sales Not-in-family White Male 0 1564 40 United-States >50K
34 Private 34862 Bachelors 13 Divorced Sales Not-in-family Amer-Indian-Eskimo Male 0 1564 60 United-States >50K
47 Private 150768 Bachelors 13 Divorced Handlers-cleaners Not-in-family White Male 0 1564 51 United-States >50K
37 Private 245053 Some-college 10 Divorced Handlers-cleaners Own-child White Male 0 1504 40 United-States <=50K
45 Private 386940 Bachelors 13 Divorced Exec-managerial Own-child White Male 0 1408 40 United-States <=50K
42 Private 83411 Some-college 10 Divorced Exec-managerial Not-in-family White Male 0 1408 40 United-States <=50K
46 Local-gov 202560 Bachelors 13 Divorced Prof-specialty Not-in-family White Female 0 1408 40 United-States <=50K
54 Private 188136 Bachelors 13 Divorced Sales Not-in-family White Female 0 1408 38 United-States <=50K
44 Private 225263 Some-college 10 Divorced Sales Unmarried White Female 0 1408 46 United-States <=50K
44 Private 199031 Some-college 10 Divorced Transport-moving Own-child White Male 0 1380 40 United-States <=50K
39 Private 115289 Some-college 10 Divorced Sales Own-child White Male 0 1380 70 United-States <=50K
39 Private 49436 Assoc-acdm 12 Divorced Prof-specialty Unmarried White Female 0 1380 40 United-States <=50K
54 Private 172962 Bachelors 13 Divorced Prof-specialty Not-in-family White Male 0 1340 40 United-States <=50K
43 Self-emp-not-inc 336763 Some-college 10 Divorced Sales Unmarried White Female 0 880 42 United-States <=50K
33 Private 99339 Assoc-acdm 12 Divorced Adm-clerical Not-in-family White Female 0 880 40 United-States <=50K
31 Private 323069 Assoc-acdm 12 Divorced Sales Unmarried White Female 0 880 45 United-States <=50K
50 Federal-gov 299831 Some-college 10 Divorced Adm-clerical Unmarried White Female 0 880 40 United-States <=50K
32 Private 203674 Assoc-acdm 12 Divorced Prof-specialty Unmarried White Female 0 880 36 United-States <=50K
42 Private 259757 Bachelors 13 Divorced Prof-specialty Unmarried White Male 0 653 50 United-States >50K
43 Local-gov 118600 Bachelors 13 Divorced Prof-specialty Unmarried White Female 0 625 40 United-States <=50K
39 Federal-gov 257175 Bachelors 13 Divorced Tech-support Unmarried Black Female 0 625 40 United-States <=50K
49 Local-gov 159641 Bachelors 13 Divorced Exec-managerial Unmarried White Female 0 625 40 United-States <=50K
39 Private 81487 Some-college 10 Divorced Exec-managerial Unmarried White Female 0 625 40 United-States <=50K
46 Private 157991 Assoc-voc 11 Divorced Tech-support Unmarried Black Female 0 625 40 United-States <=50K
46 Private 198774 Masters 14 Divorced Exec-managerial Unmarried White Female 0 323 45 United-States <=50K
37 Private 262409 Masters 14 Divorced Exec-managerial Unmarried White Female 0 213 45 United-States <=50K
38 Private 173047 Bachelors 13 Divorced Adm-clerical Unmarried Asian-Pac-Islander Female 0 213 40 Philippines <=50K
40 Private 65866 Some-college 10 Divorced Tech-support Unmarried White Female 0 213 40 United-States <=50K
36 Private 204590 Bachelors 13 Divorced Prof-specialty Unmarried Black Female 0 213 40 United-States <=50K
51 Private 153870 Some-college 10 Married-civ-spouse Transport-moving Husband White Male 0 2603 40 United-States <=50K
21 Private 34310 Assoc-voc 11 Married-civ-spouse Craft-repair Husband White Male 0 2603 40 United-States <=50K
51 Self-emp-not-inc 160724 Bachelors 13 Married-civ-spouse Sales Husband Asian-Pac-Islander Male 0 2415 40 China >50K
41 Private 132222 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 40 United-States >50K
37 Private 329980 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 2415 60 United-States >50K
55 Self-emp-inc 124137 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 35 Greece >50K
39 Self-emp-inc 329980 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 2415 60 United-States >50K
42 Self-emp-inc 187702 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 60 United-States >50K
49 Private 199029 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 2415 55 United-States >50K
41 Local-gov 297248 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 45 United-States >50K
55 Self-emp-inc 227856 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2415 50 United-States >50K
39 Private 179731 Masters 14 Married-civ-spouse Exec-managerial Wife White Female 0 2415 65 United-States >50K
42 Private 154374 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2415 60 United-States >50K
46 Private 326857 Masters 14 Married-civ-spouse Sales Husband White Male 0 2415 65 United-States >50K
40 Private 160369 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 2415 45 United-States >50K
32 Private 396745 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 2415 48 United-States >50K
41 Self-emp-inc 151089 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 2415 55 United-States >50K
60 Self-emp-inc 336188 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 80 United-States >50K
31 Private 279015 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 2415 70 Taiwan >50K
58 Self-emp-not-inc 43221 Some-college 10 Married-civ-spouse Farming-fishing Husband White Male 0 2415 40 United-States >50K
37 Self-emp-inc 30529 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 2415 50 United-States >50K
44 Self-emp-not-inc 201742 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2415 50 United-States >50K
55 Self-emp-inc 298449 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2415 50 United-States >50K
44 Self-emp-inc 191712 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 0 2415 55 United-States >50K
39 Private 198654 Prof-school 15 Married-civ-spouse Prof-specialty Husband Asian-Pac-Islander Male 0 2415 67 India >50K
46 Self-emp-not-inc 102308 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 2415 40 United-States >50K
39 Private 348521 Some-college 10 Married-civ-spouse Farming-fishing Husband White Male 0 2415 99 United-States >50K
62 Self-emp-inc 56248 Bachelors 13 Married-civ-spouse Farming-fishing Husband White Male 0 2415 60 United-States >50K
46 Private 192963 Bachelors 13 Married-civ-spouse Adm-clerical Husband Asian-Pac-Islander Male 0 2415 35 Philippines >50K
46 Self-emp-not-inc 198759 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 80 United-States >50K
39 Self-emp-inc 143123 Assoc-voc 11 Married-civ-spouse Craft-repair Husband White Male 0 2415 40 United-States >50K
39 Private 237713 Prof-school 15 Married-civ-spouse Sales Husband White Male 0 2415 99 United-States >50K
59 Private 81929 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 2415 45 United-States >50K
50 Self-emp-inc 167793 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 60 United-States >50K
46 Private 456062 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 2415 55 United-States >50K
53 Self-emp-not-inc 105478 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2415 40 United-States >50K
50 Self-emp-not-inc 42402 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 30 United-States >50K
41 Self-emp-inc 114580 Prof-school 15 Married-civ-spouse Exec-managerial Wife White Female 0 2415 55 United-States >50K
36 Private 346478 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 2415 45 United-States >50K
38 Private 187870 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 90 United-States >50K
54 Private 35576 Some-college 10 Married-civ-spouse Sales Husband White Male 0 2415 50 United-States >50K
50 Private 102346 Bachelors 13 Married-civ-spouse Exec-managerial Wife White Female 0 2415 20 United-States >50K
47 Private 148995 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2415 60 United-States >50K
47 Self-emp-inc 102308 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 45 United-States >50K
67 Self-emp-inc 106175 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2392 75 United-States >50K
72 Self-emp-not-inc 52138 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 2392 25 United-States >50K
46 Self-emp-inc 191978 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 2392 50 United-States >50K
78 Self-emp-inc 188044 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2392 40 United-States >50K
71 Self-emp-inc 66624 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2392 60 United-States >50K
83 Self-emp-inc 153183 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2392 55 United-States >50K
68 Private 211287 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 2392 40 United-States >50K
26 Private 181655 Assoc-voc 11 Married-civ-spouse Adm-clerical Husband White Male 0 2377 45 United-States <=50K
68 State-gov 235882 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 2377 60 United-States >50K
70 Self-emp-not-inc 155141 Bachelors 13 Married-civ-spouse Craft-repair Husband White Male 0 2377 12 United-States >50K
27 Private 156516 Some-college 10 Married-civ-spouse Adm-clerical Wife Black Female 0 2377 20 United-States <=50K
35 Local-gov 177305 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 2377 40 United-States <=50K
66 Self-emp-not-inc 427422 Doctorate 16 Married-civ-spouse Sales Husband White Male 0 2377 25 United-States >50K
68 Private 218637 Some-college 10 Married-civ-spouse Sales Husband White Male 0 2377 55 United-States >50K
40 Self-emp-inc 110862 Assoc-acdm 12 Married-civ-spouse Craft-repair Husband White Male 0 2377 50 United-States <=50K
21 Private 377931 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 2377 48 United-States <=50K
70 Self-emp-inc 207938 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2377 50 United-States >50K
55 Local-gov 176046 Masters 14 Married-civ-spouse Prof-specialty Wife White Female 0 2267 40 United-States <=50K
31 Private 263561 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2246 45 United-States >50K
70 Self-emp-not-inc 143833 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 2246 40 United-States >50K
73 Private 336007 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 2246 40 United-States >50K
72 Self-emp-not-inc 285408 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2246 28 United-States >50K
41 Self-emp-inc 139916 Assoc-voc 11 Married-civ-spouse Sales Husband Other Male 0 2179 84 Mexico <=50K
59 State-gov 303176 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 2179 40 United-States <=50K
40 Private 212847 Some-college 10 Married-civ-spouse Machine-op-inspct Husband White Male 0 2179 40 United-States <=50K
34 Private 180714 Some-college 10 Married-civ-spouse Transport-moving Husband Black Male 0 2179 40 United-States <=50K
65 Self-emp-not-inc 111483 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 2174 10 United-States >50K
75 Self-emp-not-inc 309955 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2174 50 United-States >50K
65 Federal-gov 23494 Some-college 10 Married-civ-spouse Exec-managerial Husband Black Male 0 2174 40 United-States >50K
73 Private 147551 Some-college 10 Married-civ-spouse Prof-specialty Husband White Male 0 2174 50 United-States >50K
68 Self-emp-not-inc 116903 Assoc-voc 11 Married-civ-spouse Prof-specialty Husband White Male 0 2149 40 United-States <=50K
64 Private 149044 Masters 14 Married-civ-spouse Prof-specialty Husband Asian-Pac-Islander Male 0 2057 60 China <=50K
51 Self-emp-not-inc 268639 Some-college 10 Married-civ-spouse Prof-specialty Wife White Female 0 2057 60 Canada <=50K
34 Private 199864 Some-college 10 Married-civ-spouse Adm-clerical Wife White Female 0 2057 40 United-States <=50K
35 Private 67728 Some-college 10 Married-civ-spouse Craft-repair Husband White Male 0 2051 45 United-States <=50K
26 Private 115717 Some-college 10 Married-civ-spouse Adm-clerical Husband White Male 0 2051 40 United-States <=50K
31 Private 291052 Some-college 10 Married-civ-spouse Adm-clerical Husband White Male 0 2051 40 United-States <=50K
30 Private 84119 Some-college 10 Married-civ-spouse Craft-repair Husband White Male 0 2051 40 United-States <=50K
34 Local-gov 105540 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 2051 40 United-States <=50K
31 Private 161765 Some-college 10 Married-civ-spouse Sales Husband White Male 0 2051 57 United-States <=50K
29 Private 244473 Assoc-voc 11 Married-civ-spouse Tech-support Husband White Male 0 2051 40 United-States <=50K
35 Private 40135 Some-college 10 Married-civ-spouse Handlers-cleaners Husband White Male 0 2042 40 United-States <=50K
46 Private 315423 Some-college 10 Married-civ-spouse Sales Husband White Male 0 2042 50 United-States <=50K
34 Private 90614 Assoc-acdm 12 Married-civ-spouse Tech-support Husband White Male 0 2042 10 United-States <=50K
32 Federal-gov 148138 Bachelors 13 Married-civ-spouse Prof-specialty Husband Asian-Pac-Islander Male 0 2002 40 Iran <=50K
32 Private 102858 Assoc-acdm 12 Married-civ-spouse Prof-specialty Husband White Male 0 2002 42 United-States <=50K
28 Local-gov 175262 Assoc-acdm 12 Married-civ-spouse Protective-serv Husband White Male 0 2002 40 England <=50K
26 Private 36936 Assoc-voc 11 Married-civ-spouse Craft-repair Husband White Male 0 2002 40 United-States <=50K
59 Private 169982 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2002 50 United-States <=50K
47 Self-emp-not-inc 208407 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 2002 30 United-States <=50K
45 Private 357540 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 2002 55 United-States <=50K
30 Private 48520 Assoc-acdm 12 Married-civ-spouse Prof-specialty Husband White Male 0 2002 40 United-States <=50K
47 Self-emp-not-inc 355978 Doctorate 16 Married-civ-spouse Transport-moving Husband White Male 0 2002 45 United-States <=50K
51 Private 96062 Some-college 10 Married-civ-spouse Sales Husband White Male 0 1977 40 United-States >50K
40 Private 207578 Assoc-acdm 12 Married-civ-spouse Tech-support Husband White Male 0 1977 60 United-States >50K
41 Private 445382 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 65 United-States >50K
49 Private 192776 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 45 United-States >50K
37 Private 22463 Assoc-voc 11 Married-civ-spouse Craft-repair Husband White Male 0 1977 40 United-States >50K
36 Self-emp-inc 108293 Bachelors 13 Married-civ-spouse Exec-managerial Wife White Female 0 1977 45 United-States >50K
35 Private 199352 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1977 80 United-States >50K
50 Private 133963 Bachelors 13 Married-civ-spouse Prof-specialty Wife White Female 0 1977 40 United-States >50K
46 Private 129007 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 1977 40 United-States >50K
42 Local-gov 111252 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 40 United-States >50K
38 Federal-gov 338320 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1977 50 United-States >50K
45 Private 192835 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 55 United-States >50K
43 Local-gov 147328 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 60 United-States >50K
47 Self-emp-inc 139268 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1977 60 United-States >50K
58 Self-emp-inc 349910 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1977 50 United-States >50K
48 Private 331482 Prof-school 15 Married-civ-spouse Tech-support Husband White Male 0 1977 40 United-States >50K
42 Local-gov 245307 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 48 United-States >50K
55 Private 153484 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 50 United-States >50K
32 Private 295589 Masters 14 Married-civ-spouse Exec-managerial Husband Black Male 0 1977 40 United-States >50K
45 Local-gov 160472 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 50 United-States >50K
56 Private 192869 Masters 14 Married-civ-spouse Craft-repair Husband White Male 0 1977 44 United-States >50K
38 Private 234901 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 60 United-States >50K
45 Private 33300 Assoc-voc 11 Married-civ-spouse Sales Husband White Male 0 1977 50 United-States >50K
49 Private 101825 Masters 14 Married-civ-spouse Prof-specialty Wife White Female 0 1977 40 United-States >50K
49 Private 185041 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 40 United-States >50K
30 Private 315640 Doctorate 16 Married-civ-spouse Prof-specialty Husband Asian-Pac-Islander Male 0 1977 40 China >50K
42 Self-emp-inc 123838 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1977 50 United-States >50K
55 Private 31905 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 40 United-States >50K
34 Private 181091 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 45 United-States >50K
54 Private 88278 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 1977 50 United-States >50K
42 Self-emp-not-inc 323790 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 70 United-States >50K
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44 Private 150533 Some-college 10 Separated Craft-repair Not-in-family White Male 0 1876 55 United-States <=50K
62 Private 109463 Some-college 10 Separated Sales Unmarried White Female 0 1617 33 United-States <=50K
47 Local-gov 219632 Assoc-acdm 12 Separated Exec-managerial Not-in-family White Male 0 1408 40 United-States <=50K
52 Private 113094 Bachelors 13 Separated Adm-clerical Unmarried White Female 0 1092 40 United-States <=50K
52 Private 129177 Bachelors 13 Widowed Other-service Not-in-family White Female 0 2824 20 United-States >50K
67 Private 105252 Bachelors 13 Widowed Exec-managerial Not-in-family White Male 0 2392 40 United-States >50K
69 Private 228921 Bachelors 13 Widowed Prof-specialty Not-in-family White Male 0 2282 40 United-States >50K
57 Private 121362 Some-college 10 Widowed Adm-clerical Unmarried White Female 0 2258 38 United-States >50K
55 Private 41108 Some-college 10 Widowed Farming-fishing Not-in-family White Male 0 2258 62 United-States >50K
66 Local-gov 362165 Bachelors 13 Widowed Prof-specialty Not-in-family Black Female 0 2206 25 United-States <=50K
48 Private 125933 Some-college 10 Widowed Exec-managerial Unmarried Black Female 0 1669 38 United-States <=50K
53 Local-gov 137250 Masters 14 Widowed Prof-specialty Unmarried Black Female 0 1669 35 United-States <=50K
31 Private 243605 Bachelors 13 Widowed Sales Unmarried White Female 0 1380 40 Cuba <=50K
69 State-gov 159191 Some-college 10 Widowed Adm-clerical Not-in-family White Female 0 810 38 United-States <=50K
49 Local-gov 78859 Masters 14 Widowed Prof-specialty Unmarried White Female 0 323 20 United-States <=50K

Education_Income_M_F_Original

age workclass fnlwgt education education0num marital0status occupation relationship race sex capital0gain capital0loss hours0per0week native0country income
45 Private 172274 Doctorate 16 Divorced Prof-specialty Unmarried Black Female 0 3004 35 United-States >50K
46 Private 45363 Prof-school 15 Divorced Prof-specialty Not-in-family White Male 0 2824 40 United-States >50K
57 Private 317847 Masters 14 Divorced Exec-managerial Not-in-family White Male 0 2824 50 United-States >50K
52 Private 198863 Prof-school 15 Divorced Exec-managerial Not-in-family White Male 0 2559 60 United-States >50K
51 Private 123011 Bachelors 13 Divorced Exec-managerial Not-in-family White Male 0 2559 50 United-States >50K
63 Federal-gov 39181 Doctorate 16 Divorced Exec-managerial Not-in-family White Female 0 2559 60 United-States >50K
54 Private 161691 Masters 14 Divorced Prof-specialty Not-in-family White Female 0 2559 40 United-States >50K
44 Private 326232 Bachelors 13 Divorced Exec-managerial Unmarried White Male 0 2547 50 United-States >50K
43 Private 115806 Masters 14 Divorced Exec-managerial Unmarried White Female 0 2547 40 United-States >50K
51 Private 115066 Some-college 10 Divorced Adm-clerical Unmarried White Female 0 2547 40 United-States >50K
43 Private 289669 Masters 14 Divorced Prof-specialty Unmarried White Female 0 2547 40 United-States >50K
51 State-gov 68898 Assoc-voc 11 Divorced Tech-support Not-in-family White Male 0 2444 39 United-States >50K
43 Private 155106 Assoc-acdm 12 Divorced Craft-repair Not-in-family White Male 0 2444 70 United-States >50K
60 State-gov 358893 Bachelors 13 Divorced Prof-specialty Not-in-family White Female 0 2339 40 United-States <=50K
49 Self-emp-inc 141058 Some-college 10 Divorced Exec-managerial Not-in-family White Male 0 2339 50 United-States <=50K
56 Self-emp-not-inc 346635 Masters 14 Divorced Sales Unmarried White Female 0 2339 60 United-States <=50K
40 Self-emp-not-inc 33310 Prof-school 15 Divorced Other-service Not-in-family White Female 0 2339 35 United-States <=50K
46 State-gov 192779 Assoc-acdm 12 Divorced Adm-clerical Unmarried White Male 0 2258 38 United-States >50K
47 Private 138107 Bachelors 13 Divorced Exec-managerial Not-in-family White Male 0 2258 40 United-States >50K
44 Federal-gov 29591 Bachelors 13 Divorced Tech-support Not-in-family White Male 0 2258 40 United-States >50K
44 Self-emp-not-inc 171424 Some-college 10 Divorced Machine-op-inspct Not-in-family White Male 0 2205 35 United-States <=50K
42 Self-emp-inc 23510 Masters 14 Divorced Exec-managerial Unmarried Asian-Pac-Islander Male 0 2201 60 India >50K
45 Federal-gov 207107 Assoc-acdm 12 Divorced Adm-clerical Unmarried Asian-Pac-Islander Male 0 2080 40 Philippines <=50K
42 Federal-gov 74680 Masters 14 Divorced Adm-clerical Not-in-family White Male 0 2001 60 United-States <=50K
41 Self-emp-not-inc 277783 Some-college 10 Divorced Craft-repair Not-in-family White Male 0 2001 50 United-States <=50K
35 Private 187119 Bachelors 13 Divorced Sales Not-in-family White Female 0 1980 65 United-States <=50K
41 Private 53956 Bachelors 13 Divorced Sales Not-in-family White Male 0 1980 56 United-States <=50K
58 Private 126104 Masters 14 Divorced Adm-clerical Not-in-family White Female 0 1980 45 United-States <=50K
56 Private 34626 Some-college 10 Divorced Exec-managerial Not-in-family White Female 0 1980 40 United-States <=50K
41 Local-gov 33068 Masters 14 Divorced Prof-specialty Not-in-family White Male 0 1974 40 United-States <=50K
62 Private 81116 Some-college 10 Divorced Adm-clerical Not-in-family White Male 0 1974 40 United-States <=50K
42 Private 44121 Masters 14 Divorced Prof-specialty Not-in-family White Female 0 1876 40 United-States <=50K
36 State-gov 112497 Bachelors 13 Divorced Prof-specialty Not-in-family White Male 0 1876 44 United-States <=50K
45 Private 138626 Some-college 10 Divorced Exec-managerial Not-in-family White Male 0 1876 50 United-States <=50K
56 Self-emp-not-inc 50791 Masters 14 Divorced Sales Not-in-family White Male 0 1876 60 United-States <=50K
58 Private 201393 Assoc-acdm 12 Divorced Adm-clerical Not-in-family White Male 0 1876 40 United-States <=50K
53 Private 174020 Masters 14 Divorced Prof-specialty Unmarried White Female 0 1876 38 United-States <=50K
46 Local-gov 175754 Masters 14 Divorced Prof-specialty Not-in-family White Female 0 1876 60 United-States <=50K
43 Private 81243 Bachelors 13 Divorced Tech-support Not-in-family White Male 0 1876 40 United-States <=50K
26 Self-emp-not-inc 177858 Bachelors 13 Divorced Exec-managerial Not-in-family White Male 0 1876 38 United-States <=50K
53 Local-gov 103995 Bachelors 13 Divorced Prof-specialty Not-in-family White Female 0 1876 54 United-States <=50K
47 Local-gov 154033 Some-college 10 Divorced Prof-specialty Not-in-family White Female 0 1876 40 United-States <=50K
39 Self-emp-not-inc 134475 Bachelors 13 Divorced Adm-clerical Not-in-family White Male 0 1762 40 United-States <=50K
30 Private 145231 Assoc-acdm 12 Divorced Adm-clerical Own-child White Female 0 1762 40 United-States <=50K
49 Private 180899 Masters 14 Divorced Exec-managerial Unmarried White Male 0 1755 45 United-States >50K
52 Private 117496 Bachelors 13 Divorced Prof-specialty Unmarried White Female 0 1755 40 United-States >50K
38 Private 179488 Some-college 10 Divorced Craft-repair Not-in-family White Male 0 1741 40 United-States <=50K
42 Private 202188 Some-college 10 Divorced Exec-managerial Not-in-family White Female 0 1741 50 United-States <=50K
36 Private 321733 Bachelors 13 Divorced Exec-managerial Not-in-family White Male 0 1741 40 United-States <=50K
44 Federal-gov 139161 Assoc-acdm 12 Divorced Adm-clerical Not-in-family Black Female 0 1741 40 United-States <=50K
45 Local-gov 132563 Prof-school 15 Divorced Prof-specialty Unmarried Black Female 0 1726 40 United-States <=50K
32 State-gov 213389 Some-college 10 Divorced Protective-serv Unmarried White Female 0 1726 38 United-States <=50K
39 Private 52978 Some-college 10 Divorced Other-service Not-in-family White Female 0 1721 55 United-States <=50K
56 State-gov 274111 Masters 14 Divorced Prof-specialty Not-in-family White Male 0 1669 40 United-States <=50K
47 Private 155124 Assoc-voc 11 Divorced Prof-specialty Not-in-family White Female 0 1669 40 United-States <=50K
56 Local-gov 52953 Doctorate 16 Divorced Prof-specialty Not-in-family White Female 0 1669 38 United-States <=50K
65 Self-emp-not-inc 316093 Prof-school 15 Divorced Prof-specialty Not-in-family White Male 0 1668 40 United-States <=50K
43 Private 216042 Some-college 10 Divorced Tech-support Own-child White Female 0 1617 72 United-States <=50K
30 Private 194141 Some-college 10 Divorced Machine-op-inspct Not-in-family White Male 0 1617 40 United-States <=50K
25 Private 52536 Assoc-acdm 12 Divorced Tech-support Own-child White Female 0 1594 25 United-States <=50K
42 Private 191712 Bachelors 13 Divorced Sales Not-in-family White Male 0 1590 40 United-States <=50K
32 Private 43403 Some-college 10 Divorced Farming-fishing Not-in-family White Female 0 1590 54 United-States <=50K
42 Private 37869 Some-college 10 Divorced Machine-op-inspct Not-in-family White Male 0 1590 40 United-States <=50K
44 State-gov 154176 Some-college 10 Divorced Adm-clerical Not-in-family Black Female 0 1590 40 United-States <=50K
48 Private 99096 Some-college 10 Divorced Adm-clerical Not-in-family White Female 0 1590 38 United-States <=50K
50 Private 188186 Masters 14 Divorced Sales Not-in-family White Female 0 1590 45 United-States <=50K
32 Private 165949 Bachelors 13 Divorced Machine-op-inspct Not-in-family White Female 0 1590 42 United-States <=50K
43 Private 174575 Bachelors 13 Divorced Exec-managerial Not-in-family White Male 0 1564 45 United-States >50K
40 Self-emp-not-inc 266324 Some-college 10 Divorced Exec-managerial Other-relative White Male 0 1564 70 Iran >50K
40 Private 179717 Bachelors 13 Divorced Sales Not-in-family White Male 0 1564 60 United-States >50K
30 Private 327112 Bachelors 13 Divorced Sales Not-in-family White Male 0 1564 40 United-States >50K
34 Private 34862 Bachelors 13 Divorced Sales Not-in-family Amer-Indian-Eskimo Male 0 1564 60 United-States >50K
47 Private 150768 Bachelors 13 Divorced Handlers-cleaners Not-in-family White Male 0 1564 51 United-States >50K
37 Private 245053 Some-college 10 Divorced Handlers-cleaners Own-child White Male 0 1504 40 United-States <=50K
45 Private 386940 Bachelors 13 Divorced Exec-managerial Own-child White Male 0 1408 40 United-States <=50K
42 Private 83411 Some-college 10 Divorced Exec-managerial Not-in-family White Male 0 1408 40 United-States <=50K
46 Local-gov 202560 Bachelors 13 Divorced Prof-specialty Not-in-family White Female 0 1408 40 United-States <=50K
54 Private 188136 Bachelors 13 Divorced Sales Not-in-family White Female 0 1408 38 United-States <=50K
44 Private 225263 Some-college 10 Divorced Sales Unmarried White Female 0 1408 46 United-States <=50K
44 Private 199031 Some-college 10 Divorced Transport-moving Own-child White Male 0 1380 40 United-States <=50K
39 Private 115289 Some-college 10 Divorced Sales Own-child White Male 0 1380 70 United-States <=50K
39 Private 49436 Assoc-acdm 12 Divorced Prof-specialty Unmarried White Female 0 1380 40 United-States <=50K
54 Private 172962 Bachelors 13 Divorced Prof-specialty Not-in-family White Male 0 1340 40 United-States <=50K
43 Self-emp-not-inc 336763 Some-college 10 Divorced Sales Unmarried White Female 0 880 42 United-States <=50K
33 Private 99339 Assoc-acdm 12 Divorced Adm-clerical Not-in-family White Female 0 880 40 United-States <=50K
31 Private 323069 Assoc-acdm 12 Divorced Sales Unmarried White Female 0 880 45 United-States <=50K
50 Federal-gov 299831 Some-college 10 Divorced Adm-clerical Unmarried White Female 0 880 40 United-States <=50K
32 Private 203674 Assoc-acdm 12 Divorced Prof-specialty Unmarried White Female 0 880 36 United-States <=50K
42 Private 259757 Bachelors 13 Divorced Prof-specialty Unmarried White Male 0 653 50 United-States >50K
43 Local-gov 118600 Bachelors 13 Divorced Prof-specialty Unmarried White Female 0 625 40 United-States <=50K
39 Federal-gov 257175 Bachelors 13 Divorced Tech-support Unmarried Black Female 0 625 40 United-States <=50K
49 Local-gov 159641 Bachelors 13 Divorced Exec-managerial Unmarried White Female 0 625 40 United-States <=50K
39 Private 81487 Some-college 10 Divorced Exec-managerial Unmarried White Female 0 625 40 United-States <=50K
46 Private 157991 Assoc-voc 11 Divorced Tech-support Unmarried Black Female 0 625 40 United-States <=50K
46 Private 198774 Masters 14 Divorced Exec-managerial Unmarried White Female 0 323 45 United-States <=50K
37 Private 262409 Masters 14 Divorced Exec-managerial Unmarried White Female 0 213 45 United-States <=50K
38 Private 173047 Bachelors 13 Divorced Adm-clerical Unmarried Asian-Pac-Islander Female 0 213 40 Philippines <=50K
40 Private 65866 Some-college 10 Divorced Tech-support Unmarried White Female 0 213 40 United-States <=50K
36 Private 204590 Bachelors 13 Divorced Prof-specialty Unmarried Black Female 0 213 40 United-States <=50K
51 Private 153870 Some-college 10 Married-civ-spouse Transport-moving Husband White Male 0 2603 40 United-States <=50K
21 Private 34310 Assoc-voc 11 Married-civ-spouse Craft-repair Husband White Male 0 2603 40 United-States <=50K
51 Self-emp-not-inc 160724 Bachelors 13 Married-civ-spouse Sales Husband Asian-Pac-Islander Male 0 2415 40 China >50K
41 Private 132222 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 40 United-States >50K
37 Private 329980 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 2415 60 United-States >50K
55 Self-emp-inc 124137 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 35 Greece >50K
39 Self-emp-inc 329980 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 2415 60 United-States >50K
42 Self-emp-inc 187702 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 60 United-States >50K
49 Private 199029 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 2415 55 United-States >50K
41 Local-gov 297248 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 45 United-States >50K
55 Self-emp-inc 227856 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2415 50 United-States >50K
39 Private 179731 Masters 14 Married-civ-spouse Exec-managerial Wife White Female 0 2415 65 United-States >50K
42 Private 154374 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2415 60 United-States >50K
46 Private 326857 Masters 14 Married-civ-spouse Sales Husband White Male 0 2415 65 United-States >50K
40 Private 160369 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 2415 45 United-States >50K
32 Private 396745 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 2415 48 United-States >50K
41 Self-emp-inc 151089 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 2415 55 United-States >50K
60 Self-emp-inc 336188 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 80 United-States >50K
31 Private 279015 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 2415 70 Taiwan >50K
58 Self-emp-not-inc 43221 Some-college 10 Married-civ-spouse Farming-fishing Husband White Male 0 2415 40 United-States >50K
37 Self-emp-inc 30529 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 2415 50 United-States >50K
44 Self-emp-not-inc 201742 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2415 50 United-States >50K
55 Self-emp-inc 298449 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2415 50 United-States >50K
44 Self-emp-inc 191712 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 0 2415 55 United-States >50K
39 Private 198654 Prof-school 15 Married-civ-spouse Prof-specialty Husband Asian-Pac-Islander Male 0 2415 67 India >50K
46 Self-emp-not-inc 102308 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 2415 40 United-States >50K
39 Private 348521 Some-college 10 Married-civ-spouse Farming-fishing Husband White Male 0 2415 99 United-States >50K
62 Self-emp-inc 56248 Bachelors 13 Married-civ-spouse Farming-fishing Husband White Male 0 2415 60 United-States >50K
46 Private 192963 Bachelors 13 Married-civ-spouse Adm-clerical Husband Asian-Pac-Islander Male 0 2415 35 Philippines >50K
46 Self-emp-not-inc 198759 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 80 United-States >50K
39 Self-emp-inc 143123 Assoc-voc 11 Married-civ-spouse Craft-repair Husband White Male 0 2415 40 United-States >50K
39 Private 237713 Prof-school 15 Married-civ-spouse Sales Husband White Male 0 2415 99 United-States >50K
59 Private 81929 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 2415 45 United-States >50K
50 Self-emp-inc 167793 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 60 United-States >50K
46 Private 456062 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 2415 55 United-States >50K
53 Self-emp-not-inc 105478 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2415 40 United-States >50K
50 Self-emp-not-inc 42402 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 30 United-States >50K
41 Self-emp-inc 114580 Prof-school 15 Married-civ-spouse Exec-managerial Wife White Female 0 2415 55 United-States >50K
36 Private 346478 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 2415 45 United-States >50K
38 Private 187870 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 90 United-States >50K
54 Private 35576 Some-college 10 Married-civ-spouse Sales Husband White Male 0 2415 50 United-States >50K
50 Private 102346 Bachelors 13 Married-civ-spouse Exec-managerial Wife White Female 0 2415 20 United-States >50K
47 Private 148995 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2415 60 United-States >50K
47 Self-emp-inc 102308 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 45 United-States >50K
67 Self-emp-inc 106175 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2392 75 United-States >50K
72 Self-emp-not-inc 52138 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 2392 25 United-States >50K
46 Self-emp-inc 191978 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 2392 50 United-States >50K
78 Self-emp-inc 188044 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2392 40 United-States >50K
71 Self-emp-inc 66624 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2392 60 United-States >50K
83 Self-emp-inc 153183 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2392 55 United-States >50K
68 Private 211287 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 2392 40 United-States >50K
26 Private 181655 Assoc-voc 11 Married-civ-spouse Adm-clerical Husband White Male 0 2377 45 United-States <=50K
68 State-gov 235882 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 2377 60 United-States >50K
70 Self-emp-not-inc 155141 Bachelors 13 Married-civ-spouse Craft-repair Husband White Male 0 2377 12 United-States >50K
27 Private 156516 Some-college 10 Married-civ-spouse Adm-clerical Wife Black Female 0 2377 20 United-States <=50K
35 Local-gov 177305 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 2377 40 United-States <=50K
66 Self-emp-not-inc 427422 Doctorate 16 Married-civ-spouse Sales Husband White Male 0 2377 25 United-States >50K
68 Private 218637 Some-college 10 Married-civ-spouse Sales Husband White Male 0 2377 55 United-States >50K
40 Self-emp-inc 110862 Assoc-acdm 12 Married-civ-spouse Craft-repair Husband White Male 0 2377 50 United-States <=50K
21 Private 377931 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 2377 48 United-States <=50K
70 Self-emp-inc 207938 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2377 50 United-States >50K
55 Local-gov 176046 Masters 14 Married-civ-spouse Prof-specialty Wife White Female 0 2267 40 United-States <=50K
31 Private 263561 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2246 45 United-States >50K
70 Self-emp-not-inc 143833 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 2246 40 United-States >50K
73 Private 336007 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 2246 40 United-States >50K
72 Self-emp-not-inc 285408 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2246 28 United-States >50K
41 Self-emp-inc 139916 Assoc-voc 11 Married-civ-spouse Sales Husband Other Male 0 2179 84 Mexico <=50K
59 State-gov 303176 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 2179 40 United-States <=50K
40 Private 212847 Some-college 10 Married-civ-spouse Machine-op-inspct Husband White Male 0 2179 40 United-States <=50K
34 Private 180714 Some-college 10 Married-civ-spouse Transport-moving Husband Black Male 0 2179 40 United-States <=50K
65 Self-emp-not-inc 111483 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 2174 10 United-States >50K
75 Self-emp-not-inc 309955 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2174 50 United-States >50K
65 Federal-gov 23494 Some-college 10 Married-civ-spouse Exec-managerial Husband Black Male 0 2174 40 United-States >50K
73 Private 147551 Some-college 10 Married-civ-spouse Prof-specialty Husband White Male 0 2174 50 United-States >50K
68 Self-emp-not-inc 116903 Assoc-voc 11 Married-civ-spouse Prof-specialty Husband White Male 0 2149 40 United-States <=50K
64 Private 149044 Masters 14 Married-civ-spouse Prof-specialty Husband Asian-Pac-Islander Male 0 2057 60 China <=50K
51 Self-emp-not-inc 268639 Some-college 10 Married-civ-spouse Prof-specialty Wife White Female 0 2057 60 Canada <=50K
34 Private 199864 Some-college 10 Married-civ-spouse Adm-clerical Wife White Female 0 2057 40 United-States <=50K
35 Private 67728 Some-college 10 Married-civ-spouse Craft-repair Husband White Male 0 2051 45 United-States <=50K
26 Private 115717 Some-college 10 Married-civ-spouse Adm-clerical Husband White Male 0 2051 40 United-States <=50K
31 Private 291052 Some-college 10 Married-civ-spouse Adm-clerical Husband White Male 0 2051 40 United-States <=50K
30 Private 84119 Some-college 10 Married-civ-spouse Craft-repair Husband White Male 0 2051 40 United-States <=50K
34 Local-gov 105540 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 2051 40 United-States <=50K
31 Private 161765 Some-college 10 Married-civ-spouse Sales Husband White Male 0 2051 57 United-States <=50K
29 Private 244473 Assoc-voc 11 Married-civ-spouse Tech-support Husband White Male 0 2051 40 United-States <=50K
35 Private 40135 Some-college 10 Married-civ-spouse Handlers-cleaners Husband White Male 0 2042 40 United-States <=50K
46 Private 315423 Some-college 10 Married-civ-spouse Sales Husband White Male 0 2042 50 United-States <=50K
34 Private 90614 Assoc-acdm 12 Married-civ-spouse Tech-support Husband White Male 0 2042 10 United-States <=50K
32 Federal-gov 148138 Bachelors 13 Married-civ-spouse Prof-specialty Husband Asian-Pac-Islander Male 0 2002 40 Iran <=50K
32 Private 102858 Assoc-acdm 12 Married-civ-spouse Prof-specialty Husband White Male 0 2002 42 United-States <=50K
28 Local-gov 175262 Assoc-acdm 12 Married-civ-spouse Protective-serv Husband White Male 0 2002 40 England <=50K
26 Private 36936 Assoc-voc 11 Married-civ-spouse Craft-repair Husband White Male 0 2002 40 United-States <=50K
59 Private 169982 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2002 50 United-States <=50K
47 Self-emp-not-inc 208407 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 2002 30 United-States <=50K
45 Private 357540 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 2002 55 United-States <=50K
30 Private 48520 Assoc-acdm 12 Married-civ-spouse Prof-specialty Husband White Male 0 2002 40 United-States <=50K
47 Self-emp-not-inc 355978 Doctorate 16 Married-civ-spouse Transport-moving Husband White Male 0 2002 45 United-States <=50K
51 Private 96062 Some-college 10 Married-civ-spouse Sales Husband White Male 0 1977 40 United-States >50K
40 Private 207578 Assoc-acdm 12 Married-civ-spouse Tech-support Husband White Male 0 1977 60 United-States >50K
41 Private 445382 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 65 United-States >50K
49 Private 192776 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 45 United-States >50K
37 Private 22463 Assoc-voc 11 Married-civ-spouse Craft-repair Husband White Male 0 1977 40 United-States >50K
36 Self-emp-inc 108293 Bachelors 13 Married-civ-spouse Exec-managerial Wife White Female 0 1977 45 United-States >50K
35 Private 199352 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1977 80 United-States >50K
50 Private 133963 Bachelors 13 Married-civ-spouse Prof-specialty Wife White Female 0 1977 40 United-States >50K
46 Private 129007 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 1977 40 United-States >50K
42 Local-gov 111252 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 40 United-States >50K
38 Federal-gov 338320 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1977 50 United-States >50K
45 Private 192835 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 55 United-States >50K
43 Local-gov 147328 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 60 United-States >50K
47 Self-emp-inc 139268 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1977 60 United-States >50K
58 Self-emp-inc 349910 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1977 50 United-States >50K
48 Private 331482 Prof-school 15 Married-civ-spouse Tech-support Husband White Male 0 1977 40 United-States >50K
42 Local-gov 245307 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 48 United-States >50K
55 Private 153484 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 50 United-States >50K
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37 Private 405284 Bachelors 13 Never-married Prof-specialty Not-in-family White Female 0 1340 42 United-States <=50K
25 Private 74883 Bachelors 13 Never-married Tech-support Not-in-family Asian-Pac-Islander Female 0 1092 40 Philippines <=50K
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23 Local-gov 442359 Bachelors 13 Never-married Prof-specialty Not-in-family White Female 0 1092 40 United-States <=50K
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929

Sheet1

age workclass fnlwgt education education0num marital0status occupation relationship race sex capital0gain capital0loss hours0per0week native0country income
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31 Private 323069 Assoc-acdm 12 Divorced Sales Unmarried White Female 0 880 45 United-States <=50K
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60 Self-emp-inc 336188 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 80 United-States >50K
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37 Self-emp-inc 30529 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 2415 50 United-States >50K
44 Self-emp-not-inc 201742 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2415 50 United-States >50K
55 Self-emp-inc 298449 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2415 50 United-States >50K
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46 Self-emp-not-inc 102308 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 2415 40 United-States >50K
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41 Self-emp-inc 114580 Prof-school 15 Married-civ-spouse Exec-managerial Wife White Female 0 2415 55 United-States >50K
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71 Self-emp-inc 66624 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2392 60 United-States >50K
83 Self-emp-inc 153183 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2392 55 United-States >50K
68 Private 211287 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 2392 40 United-States >50K
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68 State-gov 235882 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 2377 60 United-States >50K
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73 Private 336007 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 2246 40 United-States >50K
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41 Self-emp-inc 139916 Assoc-voc 11 Married-civ-spouse Sales Husband Other Male 0 2179 84 Mexico <=50K
59 State-gov 303176 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 2179 40 United-States <=50K
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34 Private 180714 Some-college 10 Married-civ-spouse Transport-moving Husband Black Male 0 2179 40 United-States <=50K
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26 Private 115717 Some-college 10 Married-civ-spouse Adm-clerical Husband White Male 0 2051 40 United-States <=50K
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47 Self-emp-not-inc 208407 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 2002 30 United-States <=50K
45 Private 357540 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 2002 55 United-States <=50K
30 Private 48520 Assoc-acdm 12 Married-civ-spouse Prof-specialty Husband White Male 0 2002 40 United-States <=50K
47 Self-emp-not-inc 355978 Doctorate 16 Married-civ-spouse Transport-moving Husband White Male 0 2002 45 United-States <=50K
51 Private 96062 Some-college 10 Married-civ-spouse Sales Husband White Male 0 1977 40 United-States >50K
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41 Private 445382 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 65 United-States >50K
49 Private 192776 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 45 United-States >50K
37 Private 22463 Assoc-voc 11 Married-civ-spouse Craft-repair Husband White Male 0 1977 40 United-States >50K
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35 Private 199352 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1977 80 United-States >50K
50 Private 133963 Bachelors 13 Married-civ-spouse Prof-specialty Wife White Female 0 1977 40 United-States >50K
46 Private 129007 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 1977 40 United-States >50K
42 Local-gov 111252 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 40 United-States >50K
38 Federal-gov 338320 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1977 50 United-States >50K
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48 Private 331482 Prof-school 15 Married-civ-spouse Tech-support Husband White Male 0 1977 40 United-States >50K
42 Local-gov 245307 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 48 United-States >50K
55 Private 153484 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 50 United-States >50K
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37 Private 126569 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 40 United-States >50K
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59 Private 170104 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 50 United-States >50K
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31 Private 110643 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 55 United-States >50K
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46 Private 261059 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 0 1977 50 United-States >50K
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36 Private 237943 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 1977 45 United-States >50K
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60 State-gov 234854 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 1902 40 United-States >50K
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27 Private 38606 Bachelors 13 Never-married Sales Not-in-family White Male 0 1504 45 United-States <=50K
34 Self-emp-not-inc 156809 Some-college 10 Never-married Craft-repair Not-in-family White Male 0 1504 60 United-States <=50K
36 Federal-gov 255191 Masters 14 Never-married Prof-specialty Not-in-family White Male 0 1408 40 United-States <=50K
31 Private 331065 Bachelors 13 Never-married Exec-managerial Not-in-family White Female 0 1408 40 United-States <=50K
33 Private 213002 Bachelors 13 Never-married Prof-specialty Not-in-family White Male 0 1408 36 United-States <=50K
28 Private 339372 Bachelors 13 Never-married Adm-clerical Not-in-family White Male 0 1408 40 United-States <=50K
38 Private 123833 Some-college 10 Never-married Other-service Not-in-family White Male 0 1408 40 United-States <=50K
41 Private 41901 Some-college 10 Never-married Craft-repair Not-in-family White Male 0 1408 40 United-States <=50K
29 Federal-gov 106179 Some-college 10 Never-married Prof-specialty Not-in-family White Female 0 1408 40 United-States <=50K
48 Local-gov 121622 Masters 14 Never-married Prof-specialty Unmarried White Female 0 1380 40 United-States <=50K
42 Local-gov 254817 Some-college 10 Never-married Prof-specialty Not-in-family White Female 0 1340 40 United-States <=50K
25 Private 212495 Bachelors 13 Never-married Exec-managerial Own-child White Male 0 1340 40 United-States <=50K
44 Local-gov 193882 Assoc-voc 11 Never-married Tech-support Not-in-family White Male 0 1340 40 United-States <=50K
38 Private 188888 Bachelors 13 Never-married Exec-managerial Not-in-family White Male 0 1340 40 United-States <=50K
37 Private 405284 Bachelors 13 Never-married Prof-specialty Not-in-family White Female 0 1340 42 United-States <=50K
25 Private 74883 Bachelors 13 Never-married Tech-support Not-in-family Asian-Pac-Islander Female 0 1092 40 Philippines <=50K
39 Private 230467 Bachelors 13 Never-married Sales Own-child White Male 0 1092 40 Germany <=50K
23 Local-gov 442359 Bachelors 13 Never-married Prof-specialty Not-in-family White Female 0 1092 40 United-States <=50K
41 Private 264663 Some-college 10 Separated Prof-specialty Own-child White Female 0 3900 40 United-States <=50K
32 Private 136204 Masters 14 Separated Exec-managerial Not-in-family White Male 0 2824 55 United-States >50K
34 Private 203034 Bachelors 13 Separated Sales Not-in-family White Male 0 2824 50 United-States >50K
23 Private 44064 Some-college 10 Separated Other-service Not-in-family White Male 0 2559 40 United-States >50K
53 Private 313243 Some-college 10 Separated Craft-repair Not-in-family White Male 0 2444 45 United-States >50K
33 Private 194901 Assoc-voc 11 Separated Craft-repair Not-in-family White Male 0 2444 42 United-States >50K
28 State-gov 381789 Some-college 10 Separated Exec-managerial Own-child White Male 0 2339 40 United-States <=50K
38 Private 101978 Some-college 10 Separated Machine-op-inspct Not-in-family White Male 0 2258 55 United-States >50K
44 Private 355728 Some-college 10 Separated Exec-managerial Not-in-family White Male 0 1980 45 England <=50K
32 Private 199529 Some-college 10 Separated Tech-support Not-in-family Amer-Indian-Eskimo Male 0 1980 40 United-States <=50K
44 Private 150533 Some-college 10 Separated Craft-repair Not-in-family White Male 0 1876 55 United-States <=50K
62 Private 109463 Some-college 10 Separated Sales Unmarried White Female 0 1617 33 United-States <=50K
47 Local-gov 219632 Assoc-acdm 12 Separated Exec-managerial Not-in-family White Male 0 1408 40 United-States <=50K
52 Private 113094 Bachelors 13 Separated Adm-clerical Unmarried White Female 0 1092 40 United-States <=50K
52 Private 129177 Bachelors 13 Widowed Other-service Not-in-family White Female 0 2824 20 United-States >50K
67 Private 105252 Bachelors 13 Widowed Exec-managerial Not-in-family White Male 0 2392 40 United-States >50K
69 Private 228921 Bachelors 13 Widowed Prof-specialty Not-in-family White Male 0 2282 40 United-States >50K
57 Private 121362 Some-college 10 Widowed Adm-clerical Unmarried White Female 0 2258 38 United-States >50K
55 Private 41108 Some-college 10 Widowed Farming-fishing Not-in-family White Male 0 2258 62 United-States >50K
66 Local-gov 362165 Bachelors 13 Widowed Prof-specialty Not-in-family Black Female 0 2206 25 United-States <=50K
48 Private 125933 Some-college 10 Widowed Exec-managerial Unmarried Black Female 0 1669 38 United-States <=50K
53 Local-gov 137250 Masters 14 Widowed Prof-specialty Unmarried Black Female 0 1669 35 United-States <=50K
31 Private 243605 Bachelors 13 Widowed Sales Unmarried White Female 0 1380 40 Cuba <=50K
69 State-gov 159191 Some-college 10 Widowed Adm-clerical Not-in-family White Female 0 810 38 United-States <=50K
49 Local-gov 78859 Masters 14 Widowed Prof-specialty Unmarried White Female 0 323 20 United-States <=50K

Description

This data was extracted from the 1994 Census bureau database by Ronny Kohavi and Barry Becker (Data Mining and Visualization, Silicon Graphics). A set of reasonably clean records was extracted using the following conditions: ((AAGE>16) && (AGI>100) && (AFNLWGT>1) && (HRSWK>0)). The prediction task is to determine whether a person makes over $50K a year.
Description of fnlwgt (final weight)
The weights on the Current Population Survey (CPS) files are controlled to independent estimates of the civilian noninstitutional population of the US. These are prepared monthly for us by Population Division here at the Census Bureau. We use 3 sets of controls. These are:
1. A single cell estimate of the population 16+ for each state.
2. Controls for Hispanic Origin by age and sex.
3. Controls by Race, age and sex.
We use all three sets of controls in our weighting program and "rake" through them 6 times so that by the end we come back to all the controls we used. The term estimate refers to population totals derived from CPS by creating "weighted tallies" of any specified socio-economic characteristics of the population. People with similar demographic characteristics should have similar weights. There is one important caveat to remember about this statement. That is that since the CPS sample is actually a collection of 51 state samples, each with its own probability of selection, the statement only applies within state.
Relevant papers
Ron Kohavi, "Scaling Up the Accuracy of Naive-Bayes Classifiers: a Decision-Tree Hybrid", Proceedings of the Second International Conference on Knowledge Discovery and Data Mining, 1996. (PDF)

Education_Income_Marital

age workclass fnlwgt education education.num marital.status occupation relationship race sex capital.gain capital.loss hours.per.week native.country income
90 ? 77053 HS-grad 9 Widowed ? Not-in-family White Female 0 4356 40 United-States <=50K
82 Private 132870 HS-grad 9 Widowed Exec-managerial Not-in-family White Female 0 4356 18 United-States <=50K
66 ? 186061 Some-college 10 Widowed ? Unmarried Black Female 0 4356 40 United-States <=50K
54 Private 140359 7th-8th 4 Divorced Machine-op-inspct Unmarried White Female 0 3900 40 United-States <=50K
41 Private 264663 Some-college 10 Separated Prof-specialty Own-child White Female 0 3900 40 United-States <=50K
34 Private 216864 HS-grad 9 Divorced Other-service Unmarried White Female 0 3770 45 United-States <=50K
38 Private 150601 10th 6 Separated Adm-clerical Unmarried White Male 0 3770 40 United-States <=50K
74 State-gov 88638 Doctorate 16 Never-married Prof-specialty Other-relative White Female 0 3683 20 United-States >50K
68 Federal-gov 422013 HS-grad 9 Divorced Prof-specialty Not-in-family White Female 0 3683 40 United-States <=50K
41 Private 70037 Some-college 10 Never-married Craft-repair Unmarried White Male 0 3004 60 ? >50K
45 Private 172274 Doctorate 16 Divorced Prof-specialty Unmarried Black Female 0 3004 35 United-States >50K
38 Self-emp-not-inc 164526 Prof-school 15 Never-married Prof-specialty Not-in-family White Male 0 2824 45 United-States >50K
52 Private 129177 Bachelors 13 Widowed Other-service Not-in-family White Female 0 2824 20 United-States >50K
32 Private 136204 Masters 14 Separated Exec-managerial Not-in-family White Male 0 2824 55 United-States >50K
51 ? 172175 Doctorate 16 Never-married ? Not-in-family White Male 0 2824 40 United-States >50K
46 Private 45363 Prof-school 15 Divorced Prof-specialty Not-in-family White Male 0 2824 40 United-States >50K
45 Private 172822 11th 7 Divorced Transport-moving Not-in-family White Male 0 2824 76 United-States >50K
57 Private 317847 Masters 14 Divorced Exec-managerial Not-in-family White Male 0 2824 50 United-States >50K
22 Private 119592 Assoc-acdm 12 Never-married Handlers-cleaners Not-in-family Black Male 0 2824 40 ? >50K
34 Private 203034 Bachelors 13 Separated Sales Not-in-family White Male 0 2824 50 United-States >50K
37 Private 188774 Bachelors 13 Never-married Exec-managerial Not-in-family White Male 0 2824 40 United-States >50K
29 Private 77009 11th 7 Separated Sales Not-in-family White Female 0 2754 42 United-States <=50K
61 Private 29059 HS-grad 9 Divorced Sales Unmarried White Female 0 2754 25 United-States <=50K
51 Private 153870 Some-college 10 Married-civ-spouse Transport-moving Husband White Male 0 2603 40 United-States <=50K
61 ? 135285 HS-grad 9 Married-civ-spouse ? Husband White Male 0 2603 32 United-States <=50K
21 Private 34310 Assoc-voc 11 Married-civ-spouse Craft-repair Husband White Male 0 2603 40 United-States <=50K
33 Private 228696 1st-4th 2 Married-civ-spouse Craft-repair Not-in-family White Male 0 2603 32 Mexico <=50K
49 Private 122066 5th-6th 3 Married-civ-spouse Other-service Husband White Male 0 2603 40 Greece <=50K
37 Self-emp-inc 107164 10th 6 Never-married Transport-moving Not-in-family White Male 0 2559 50 United-States >50K
38 Private 175360 10th 6 Never-married Prof-specialty Not-in-family White Male 0 2559 90 United-States >50K
23 Private 44064 Some-college 10 Separated Other-service Not-in-family White Male 0 2559 40 United-States >50K
59 Self-emp-inc 107287 10th 6 Widowed Exec-managerial Unmarried White Female 0 2559 50 United-States >50K
52 Private 198863 Prof-school 15 Divorced Exec-managerial Not-in-family White Male 0 2559 60 United-States >50K
51 Private 123011 Bachelors 13 Divorced Exec-managerial Not-in-family White Male 0 2559 50 United-States >50K
60 Self-emp-not-inc 205246 HS-grad 9 Never-married Exec-managerial Not-in-family Black Male 0 2559 50 United-States >50K
63 Federal-gov 39181 Doctorate 16 Divorced Exec-managerial Not-in-family White Female 0 2559 60 United-States >50K
53 Private 149650 HS-grad 9 Never-married Sales Not-in-family White Male 0 2559 48 United-States >50K
51 Private 197163 Prof-school 15 Never-married Prof-specialty Not-in-family White Female 0 2559 50 United-States >50K
37 Self-emp-not-inc 137527 Doctorate 16 Never-married Prof-specialty Not-in-family White Female 0 2559 60 United-States >50K
54 Private 161691 Masters 14 Divorced Prof-specialty Not-in-family White Female 0 2559 40 United-States >50K
44 Private 326232 Bachelors 13 Divorced Exec-managerial Unmarried White Male 0 2547 50 United-States >50K
43 Private 115806 Masters 14 Divorced Exec-managerial Unmarried White Female 0 2547 40 United-States >50K
51 Private 115066 Some-college 10 Divorced Adm-clerical Unmarried White Female 0 2547 40 United-States >50K
43 Private 289669 Masters 14 Divorced Prof-specialty Unmarried White Female 0 2547 40 United-States >50K
71 ? 100820 HS-grad 9 Married-civ-spouse ? Husband White Male 0 2489 15 United-States <=50K
48 Private 121253 Bachelors 13 Married-spouse-absent Sales Unmarried White Female 0 2472 70 United-States >50K
71 Private 110380 HS-grad 9 Married-civ-spouse Sales Husband White Male 0 2467 52 United-States <=50K
73 Self-emp-not-inc 233882 HS-grad 9 Married-civ-spouse Farming-fishing Husband Asian-Pac-Islander Male 0 2457 40 Vietnam <=50K
68 ? 192052 Some-college 10 Married-civ-spouse ? Wife White Female 0 2457 40 United-States <=50K
67 ? 174995 Some-college 10 Married-civ-spouse ? Husband White Male 0 2457 40 United-States <=50K
40 Self-emp-not-inc 335549 Prof-school 15 Never-married Prof-specialty Not-in-family White Male 0 2444 45 United-States >50K
50 Private 237729 HS-grad 9 Widowed Sales Not-in-family White Female 0 2444 72 United-States >50K
51 State-gov 68898 Assoc-voc 11 Divorced Tech-support Not-in-family White Male 0 2444 39 United-States >50K
42 Private 107276 Some-college 10 Never-married Exec-managerial Not-in-family White Female 0 2444 40 United-States >50K
39 Private 141584 Masters 14 Never-married Sales Not-in-family White Male 0 2444 45 United-States >50K
32 Private 207668 Bachelors 13 Never-married Exec-managerial Other-relative White Male 0 2444 50 United-States >50K
53 Private 313243 Some-college 10 Separated Craft-repair Not-in-family White Male 0 2444 45 United-States >50K
40 Local-gov 147372 Some-college 10 Never-married Protective-serv Not-in-family White Male 0 2444 40 United-States >50K
38 Private 237608 Bachelors 13 Never-married Sales Not-in-family White Female 0 2444 45 United-States >50K
33 Private 194901 Assoc-voc 11 Separated Craft-repair Not-in-family White Male 0 2444 42 United-States >50K
43 Private 155106 Assoc-acdm 12 Divorced Craft-repair Not-in-family White Male 0 2444 70 United-States >50K
50 Self-emp-inc 121441 11th 7 Never-married Exec-managerial Other-relative White Male 0 2444 40 United-States >50K
44 Private 162028 Some-college 10 Married-civ-spouse Adm-clerical Wife White Female 0 2415 6 United-States >50K
51 Self-emp-not-inc 160724 Bachelors 13 Married-civ-spouse Sales Husband Asian-Pac-Islander Male 0 2415 40 China >50K
41 Private 132222 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 40 United-States >50K
60 Self-emp-inc 226355 Assoc-voc 11 Married-civ-spouse Machine-op-inspct Husband White Male 0 2415 70 ? >50K
37 Private 329980 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 2415 60 United-States >50K
55 Self-emp-inc 124137 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 35 Greece >50K
39 Self-emp-inc 329980 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 2415 60 United-States >50K
42 Self-emp-inc 187702 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 60 United-States >50K
49 Private 199029 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 2415 55 United-States >50K
47 Self-emp-not-inc 145290 HS-grad 9 Married-civ-spouse Exec-managerial Husband White Male 0 2415 50 United-States >50K
41 Local-gov 297248 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 45 United-States >50K
55 Self-emp-inc 227856 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2415 50 United-States >50K
39 Private 179731 Masters 14 Married-civ-spouse Exec-managerial Wife White Female 0 2415 65 United-States >50K
42 Private 154374 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2415 60 United-States >50K
41 ? 27187 Assoc-voc 11 Married-civ-spouse ? Husband White Male 0 2415 12 United-States >50K
46 Private 326857 Masters 14 Married-civ-spouse Sales Husband White Male 0 2415 65 United-States >50K
40 Private 160369 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 2415 45 United-States >50K
32 Private 396745 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 2415 48 United-States >50K
41 Self-emp-inc 151089 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 2415 55 United-States >50K
60 Self-emp-inc 336188 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 80 United-States >50K
31 Private 279015 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 2415 70 Taiwan >50K
58 Self-emp-not-inc 43221 Some-college 10 Married-civ-spouse Farming-fishing Husband White Male 0 2415 40 United-States >50K
37 Self-emp-inc 30529 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 2415 50 United-States >50K
44 Self-emp-not-inc 201742 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2415 50 United-States >50K
39 Self-emp-not-inc 218490 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 50 ? >50K
43 Federal-gov 156996 Prof-school 15 Married-civ-spouse Prof-specialty Husband Asian-Pac-Islander Male 0 2415 55 ? >50K
55 Self-emp-inc 298449 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2415 50 United-States >50K
44 Self-emp-inc 191712 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 0 2415 55 United-States >50K
39 Private 198654 Prof-school 15 Married-civ-spouse Prof-specialty Husband Asian-Pac-Islander Male 0 2415 67 India >50K
46 Self-emp-not-inc 102308 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 2415 40 United-States >50K
39 Private 348521 Some-college 10 Married-civ-spouse Farming-fishing Husband White Male 0 2415 99 United-States >50K
62 Self-emp-inc 56248 Bachelors 13 Married-civ-spouse Farming-fishing Husband White Male 0 2415 60 United-States >50K
31 Self-emp-not-inc 252752 HS-grad 9 Married-civ-spouse Other-service Wife White Female 0 2415 40 United-States >50K
46 Private 192963 Bachelors 13 Married-civ-spouse Adm-clerical Husband Asian-Pac-Islander Male 0 2415 35 Philippines >50K
46 Self-emp-not-inc 198759 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 80 United-States >50K
39 Self-emp-inc 143123 Assoc-voc 11 Married-civ-spouse Craft-repair Husband White Male 0 2415 40 United-States >50K
39 Private 237713 Prof-school 15 Married-civ-spouse Sales Husband White Male 0 2415 99 United-States >50K
59 Private 81929 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 2415 45 United-States >50K
50 Self-emp-inc 167793 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 60 United-States >50K
46 Private 456062 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 2415 55 United-States >50K
53 Self-emp-not-inc 105478 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2415 40 United-States >50K
50 Self-emp-not-inc 42402 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 30 United-States >50K
41 Self-emp-inc 114580 Prof-school 15 Married-civ-spouse Exec-managerial Wife White Female 0 2415 55 United-States >50K
36 Private 346478 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 2415 45 United-States >50K
38 Private 187870 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 90 United-States >50K
54 Private 35576 Some-college 10 Married-civ-spouse Sales Husband White Male 0 2415 50 United-States >50K
50 Private 102346 Bachelors 13 Married-civ-spouse Exec-managerial Wife White Female 0 2415 20 United-States >50K
47 Private 148995 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2415 60 United-States >50K
47 Self-emp-inc 102308 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 2415 45 United-States >50K
67 Private 105252 Bachelors 13 Widowed Exec-managerial Not-in-family White Male 0 2392 40 United-States >50K
67 Self-emp-inc 106175 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2392 75 United-States >50K
72 Self-emp-not-inc 52138 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 2392 25 United-States >50K
72 ? 118902 Doctorate 16 Married-civ-spouse ? Husband White Male 0 2392 6 United-States >50K
46 Self-emp-inc 191978 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 2392 50 United-States >50K
78 Self-emp-inc 188044 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2392 40 United-States >50K
71 Self-emp-inc 66624 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2392 60 United-States >50K
83 Self-emp-inc 153183 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2392 55 United-States >50K
68 Private 211287 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 2392 40 United-States >50K
26 Private 181655 Assoc-voc 11 Married-civ-spouse Adm-clerical Husband White Male 0 2377 45 United-States <=50K
68 State-gov 235882 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 2377 60 United-States >50K
49 Self-emp-inc 158685 HS-grad 9 Married-civ-spouse Adm-clerical Wife White Female 0 2377 40 United-States >50K
36 Private 370767 HS-grad 9 Married-civ-spouse Prof-specialty Husband White Male 0 2377 60 United-States <=50K
70 Self-emp-not-inc 155141 Bachelors 13 Married-civ-spouse Craft-repair Husband White Male 0 2377 12 United-States >50K
27 Private 156516 Some-college 10 Married-civ-spouse Adm-clerical Wife Black Female 0 2377 20 United-States <=50K
35 Local-gov 177305 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 2377 40 United-States <=50K
23 Private 162945 HS-grad 9 Married-civ-spouse Sales Husband White Male 0 2377 40 United-States <=50K
81 Private 177408 HS-grad 9 Married-civ-spouse Exec-managerial Husband White Male 0 2377 26 United-States >50K
66 Self-emp-not-inc 427422 Doctorate 16 Married-civ-spouse Sales Husband White Male 0 2377 25 United-States >50K
71 Private 152307 HS-grad 9 Married-civ-spouse Exec-managerial Husband White Male 0 2377 45 United-States >50K
68 Private 218637 Some-college 10 Married-civ-spouse Sales Husband White Male 0 2377 55 United-States >50K
68 State-gov 202699 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 0 2377 42 ? >50K
65 ? 240857 Bachelors 13 Married-civ-spouse ? Husband White Male 0 2377 40 United-States >50K
52 Private 222405 HS-grad 9 Married-civ-spouse Sales Husband Black Male 0 2377 40 United-States <=50K
40 Self-emp-inc 110862 Assoc-acdm 12 Married-civ-spouse Craft-repair Husband White Male 0 2377 50 United-States <=50K
68 ? 257269 Bachelors 13 Married-civ-spouse ? Husband White Male 0 2377 35 United-States >50K
21 Private 377931 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 2377 48 United-States <=50K
35 Private 192923 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 0 2377 40 United-States <=50K
70 Self-emp-inc 207938 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 2377 50 United-States >50K
61 Self-emp-not-inc 36671 HS-grad 9 Married-civ-spouse Farming-fishing Husband White Male 0 2352 50 United-States <=50K
65 Self-emp-inc 81413 HS-grad 9 Married-civ-spouse Farming-fishing Husband White Male 0 2352 65 United-States <=50K
46 Private 214955 5th-6th 3 Divorced Craft-repair Not-in-family White Female 0 2339 45 United-States <=50K
26 Local-gov 166295 Bachelors 13 Never-married Prof-specialty Not-in-family White Male 0 2339 55 United-States <=50K
59 Local-gov 147707 HS-grad 9 Widowed Farming-fishing Unmarried White Male 0 2339 40 United-States <=50K
61 Private 43554 5th-6th 3 Never-married Handlers-cleaners Not-in-family Black Male 0 2339 40 United-States <=50K
60 State-gov 358893 Bachelors 13 Divorced Prof-specialty Not-in-family White Female 0 2339 40 United-States <=50K
49 Self-emp-inc 141058 Some-college 10 Divorced Exec-managerial Not-in-family White Male 0 2339 50 United-States <=50K
34 Private 25322 Bachelors 13 Married-spouse-absent Machine-op-inspct Not-in-family Asian-Pac-Islander Male 0 2339 40 ? <=50K
25 Private 77071 Bachelors 13 Never-married Prof-specialty Own-child White Female 0 2339 35 United-States <=50K
55 Private 158702 Some-college 10 Never-married Adm-clerical Not-in-family Black Female 0 2339 45 ? <=50K
59 Local-gov 171328 HS-grad 9 Separated Protective-serv Other-relative Black Female 0 2339 40 United-States <=50K
28 State-gov 381789 Some-college 10 Separated Exec-managerial Own-child White Male 0 2339 40 United-States <=50K
43 ? 152569 Assoc-voc 11 Widowed ? Not-in-family White Female 0 2339 36 United-States <=50K
56 Self-emp-not-inc 346635 Masters 14 Divorced Sales Unmarried White Female 0 2339 60 United-States <=50K
41 Private 162140 HS-grad 9 Divorced Craft-repair Not-in-family White Male 0 2339 40 United-States <=50K
42 Private 191765 HS-grad 9 Never-married Adm-clerical Other-relative Black Female 0 2339 40 Trinadad&Tobago <=50K
28 Private 251905 Prof-school 15 Never-married Prof-specialty Not-in-family White Male 0 2339 40 Canada <=50K
40 Self-emp-not-inc 33310 Prof-school 15 Divorced Other-service Not-in-family White Female 0 2339 35 United-States <=50K
69 Private 228921 Bachelors 13 Widowed Prof-specialty Not-in-family White Male 0 2282 40 United-States >50K
66 Local-gov 36364 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 0 2267 40 United-States <=50K
69 Private 124930 5th-6th 3 Married-civ-spouse Machine-op-inspct Husband White Male 0 2267 40 United-States <=50K
55 Local-gov 176046 Masters 14 Married-civ-spouse Prof-specialty Wife White Female 0 2267 40 United-States <=50K
57 Federal-gov 370890 HS-grad 9 Never-married Adm-clerical Not-in-family White Male 0 2258 40 United-States <=50K
20 Self-emp-not-inc 157145 Some-college 10 Never-married Farming-fishing Own-child White Male 0 2258 10 United-States <=50K
33 Private 288825 HS-grad 9 Divorced Craft-repair Not-in-family White Male 0 2258 84 United-States <=50K
30 Self-emp-not-inc 257295 Some-college 10 Never-married Sales Other-relative Asian-Pac-Islander Male 0 2258 40 South <=50K
40 Private 287983 Bachelors 13 Never-married Tech-support Not-in-family Asian-Pac-Islander Female 0 2258 48 Philippines <=50K
38 Private 101978 Some-college 10 Separated Machine-op-inspct Not-in-family White Male 0 2258 55 United-States >50K
46 State-gov 192779 Assoc-acdm 12 Divorced Adm-clerical Unmarried White Male 0 2258 38 United-States >50K
29 Private 135296 Bachelors 13 Never-married Exec-managerial Not-in-family White Female 0 2258 45 United-States >50K
57 Federal-gov 199114 Bachelors 13 Never-married Adm-clerical Not-in-family White Male 0 2258 40 United-States <=50K
39 Private 156897 HS-grad 9 Never-married Craft-repair Own-child White Male 0 2258 42 United-States >50K
47 Private 138107 Bachelors 13 Divorced Exec-managerial Not-in-family White Male 0 2258 40 United-States >50K
26 Private 279833 Bachelors 13 Never-married Exec-managerial Not-in-family White Male 0 2258 45 United-States >50K
27 Self-emp-not-inc 208577 HS-grad 9 Never-married Craft-repair Not-in-family White Male 0 2258 50 United-States <=50K
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29 Self-emp-inc 260729 HS-grad 9 Married-civ-spouse Sales Wife White Female 0 1977 25 United-States >50K
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38 Federal-gov 338320 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1977 50 United-States >50K
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55 Private 153484 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 50 United-States >50K
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49 Private 101825 Masters 14 Married-civ-spouse Prof-specialty Wife White Female 0 1977 40 United-States >50K
36 Private 183612 HS-grad 9 Married-civ-spouse Prof-specialty Husband White Male 0 1977 40 United-States >50K
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42 Self-emp-not-inc 323790 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 70 United-States >50K
25 Local-gov 90730 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 1977 40 United-States >50K
55 Self-emp-inc 138594 HS-grad 9 Married-civ-spouse Exec-managerial Husband White Male 0 1977 45 United-States >50K
58 State-gov 194068 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 0 1977 50 United-States >50K
62 Private 218009 HS-grad 9 Married-civ-spouse Transport-moving Husband White Male 0 1977 60 United-States >50K
43 Self-emp-inc 221172 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1977 40 United-States >50K
57 Local-gov 174132 Masters 14 Married-civ-spouse Prof-specialty Wife Black Female 0 1977 40 United-States >50K
42 Self-emp-inc 277256 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 1977 60 United-States >50K
63 Self-emp-not-inc 35021 Bachelors 13 Married-civ-spouse Prof-specialty Husband Asian-Pac-Islander Male 0 1977 32 China >50K
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37 Private 99146 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 50 United-States >50K
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43 Private 118308 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 1977 50 United-States >50K
43 State-gov 33331 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1977 70 United-States >50K
41 Self-emp-not-inc 200574 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1977 60 United-States >50K
32 Private 204374 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1977 60 United-States >50K
47 Private 189680 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 1977 40 United-States >50K
39 Federal-gov 175232 Some-college 10 Married-civ-spouse Handlers-cleaners Husband White Male 0 1977 60 United-States >50K
53 Private 193720 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 1977 40 United-States >50K
34 Private 189759 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 45 United-States >50K
36 Private 32776 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 40 United-States >50K
47 Local-gov 285060 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 41 United-States >50K
52 Private 23780 Assoc-voc 11 Married-civ-spouse Exec-managerial Husband White Male 0 1977 45 United-States >50K
40 Self-emp-not-inc 284706 Prof-school 15 Married-civ-spouse Prof-specialty Husband Amer-Indian-Eskimo Male 0 1977 60 United-States >50K
42 Self-emp-inc 130126 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 1977 40 United-States >50K
51 Private 102615 Masters 14 Married-civ-spouse Protective-serv Husband White Male 0 1977 40 United-States >50K
55 Private 208311 Masters 14 Married-civ-spouse Tech-support Husband White Male 0 1977 20 United-States >50K
38 Private 111499 HS-grad 9 Married-civ-spouse Sales Husband White Male 0 1977 99 United-States >50K
52 Private 139671 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 1977 50 United-States >50K
60 Federal-gov 165630 HS-grad 9 Married-civ-spouse Tech-support Husband White Male 0 1977 40 United-States >50K
55 Private 124808 Assoc-voc 11 Married-civ-spouse Prof-specialty Husband White Male 0 1977 50 Germany >50K
47 Local-gov 29819 Masters 14 Married-civ-spouse Exec-managerial Husband Black Male 0 1977 50 United-States >50K
46 Private 102771 Masters 14 Married-civ-spouse Tech-support Husband White Male 0 1977 40 United-States >50K
35 Private 86648 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 0 1977 45 United-States >50K
59 Self-emp-inc 223215 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 50 United-States >50K
57 Private 437727 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 0 1977 45 United-States >50K
46 Private 167515 Some-college 10 Married-civ-spouse Prof-specialty Husband White Male 0 1977 50 United-States >50K
46 Federal-gov 213140 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 40 United-States >50K
52 Private 168553 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 0 1977 40 United-States >50K
45 Private 363677 Doctorate 16 Married-civ-spouse Prof-specialty Wife White Female 0 1977 30 United-States >50K
37 Private 241998 Bachelors 13 Married-civ-spouse Tech-support Husband White Male 0 1977 40 United-States >50K
46 Private 337050 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 45 United-States >50K
44 Private 157249 Bachelors 13 Married-civ-spouse Prof-specialty Husband Black Male 0 1977 50 United-States >50K
45 Private 84298 Assoc-voc 11 Married-civ-spouse Exec-managerial Husband White Male 0 1977 50 United-States >50K
43 Private 55213 HS-grad 9 Married-civ-spouse Machine-op-inspct Husband White Male 0 1977 52 United-States >50K
54 Local-gov 185846 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 0 1977 40 United-States >50K
50 Private 150999 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 0 1977 40 United-States >50K
51 Private 199688 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 60 ? >50K
45 Private 225456 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 1977 40 United-States >50K
36 Private 192939 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 0 1977 60 United-States >50K
27 Private 183627 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 50 United-States >50K
36 Private 189404 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 1977 35 United-States >50K
53 Private 152810 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 55 United-States >50K
51 Local-gov 123011 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 0 1977 35 United-States >50K
28 Private 114158 Bachelors 13 Married-civ-spouse Prof-specialty Wife White Female 0 1977 24 United-States >50K
47 Self-emp-not-inc 228660 Some-college 10 Married-civ-spouse Craft-repair Husband White Male 0 1977 40 United-States >50K
45 Private 233511 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 60 United-States >50K
45 Local-gov 159816 Masters 14 Married-civ-spouse Prof-specialty Wife White Female 0 1977 35 United-States >50K
39 Self-emp-not-inc 202027 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1977 50 United-States >50K
39 Private 218490 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 40 United-States >50K
55 Self-emp-not-inc 248841 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 0 1977 40 United-States >50K
62 Private 71751 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 1977 98 United-States >50K
49 Private 137192 Bachelors 13 Married-civ-spouse Sales Husband Asian-Pac-Islander Male 0 1977 50 South >50K
53 Self-emp-not-inc 100109 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 40 United-States >50K
31 Private 183043 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 48 United-States >50K
42 Self-emp-inc 188738 HS-grad 9 Married-civ-spouse Exec-managerial Husband White Male 0 1977 60 Italy >50K
39 Private 201410 Bachelors 13 Married-civ-spouse Transport-moving Husband White Male 0 1977 45 Philippines >50K
60 Self-emp-not-inc 282066 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 45 United-States >50K
26 Private 291968 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1977 40 United-States >50K
37 Private 126569 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 40 United-States >50K
45 State-gov 103406 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 60 United-States >50K
37 Private 109133 Assoc-acdm 12 Married-civ-spouse Sales Husband White Male 0 1977 45 United-States >50K
32 Private 195602 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 1977 45 United-States >50K
39 Self-emp-inc 135500 HS-grad 9 Married-civ-spouse Exec-managerial Husband White Male 0 1977 40 United-States >50K
58 Self-emp-not-inc 147653 10th 6 Married-civ-spouse Craft-repair Wife White Female 0 1977 35 ? >50K
45 Private 145636 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 43 United-States >50K
41 Private 137126 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 1977 45 United-States >50K
36 Self-emp-not-inc 36270 HS-grad 9 Married-civ-spouse Farming-fishing Husband White Male 0 1977 65 United-States >50K
51 State-gov 285747 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 0 1977 60 United-States >50K
39 Private 80324 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 1977 62 United-States >50K
56 Self-emp-not-inc 94156 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1977 50 United-States >50K
53 Federal-gov 271544 HS-grad 9 Married-civ-spouse Adm-clerical Husband Black Male 0 1977 40 United-States >50K
40 Self-emp-not-inc 175943 Assoc-voc 11 Married-civ-spouse Prof-specialty Wife White Female 0 1977 15 United-States >50K
57 Private 141570 Masters 14 Married-civ-spouse Exec-managerial Husband Black Male 0 1977 40 United-States >50K
50 Local-gov 124963 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 0 1977 35 United-States >50K
34 Private 112115 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1977 55 United-States >50K
35 Private 99357 Bachelors 13 Married-civ-spouse Exec-managerial Wife White Female 0 1977 30 United-States >50K
30 Self-emp-not-inc 404062 HS-grad 9 Married-civ-spouse Prof-specialty Husband White Male 0 1977 15 United-States >50K
53 Local-gov 200190 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 0 1977 55 United-States >50K
31 State-gov 207505 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 1977 70 United-States >50K
37 Private 135436 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 60 United-States >50K
34 Private 345705 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 1977 50 United-States >50K
36 Private 126675 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 0 1977 50 United-States >50K
40 Private 107433 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 50 United-States >50K
51 Private 230858 Some-college 10 Married-civ-spouse Craft-repair Husband White Male 0 1977 60 United-States >50K
33 Private 133503 HS-grad 9 Married-civ-spouse Sales Husband White Male 0 1977 45 United-States >50K
40 Private 46990 Doctorate 16 Married-civ-spouse Prof-specialty Wife White Female 0 1977 20 United-States >50K
50 Self-emp-inc 201689 7th-8th 4 Married-civ-spouse Craft-repair Husband White Male 0 1977 63 ? >50K
46 Self-emp-inc 216414 Masters 14 Married-civ-spouse Sales Husband White Male 0 1977 60 United-States >50K
54 Private 182314 Doctorate 16 Married-civ-spouse Exec-managerial Husband White Male 0 1977 50 United-States >50K
39 Private 134367 Masters 14 Married-civ-spouse Prof-specialty Wife White Female 0 1977 24 United-States >50K
54 Self-emp-inc 206964 Some-college 10 Married-civ-spouse Sales Husband White Male 0 1977 40 United-States >50K
31 Private 147284 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 1977 99 United-States >50K
51 Private 172046 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 50 United-States >50K
55 Private 175942 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 1977 55 ? >50K
36 Private 145576 Masters 14 Married-civ-spouse Adm-clerical Husband White Male 0 1977 40 Japan >50K
41 Self-emp-inc 93227 Bachelors 13 Married-civ-spouse Exec-managerial Husband Asian-Pac-Islander Male 0 1977 60 Taiwan >50K
56 Self-emp-not-inc 48102 Some-college 10 Married-civ-spouse Exec-managerial Wife White Female 0 1977 50 United-States >50K
38 Private 172538 Bachelors 13 Married-civ-spouse Tech-support Husband White Male 0 1977 40 United-States >50K
47 Private 239865 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 0 1977 45 United-States >50K
39 Local-gov 180686 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 0 1977 45 United-States >50K
59 Private 170104 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 50 United-States >50K
54 Private 511668 Doctorate 16 Married-civ-spouse Exec-managerial Husband White Male 0 1977 43 United-States >50K
54 Self-emp-not-inc 109418 Bachelors 13 Married-civ-spouse Exec-managerial Wife White Female 0 1977 35 United-States >50K
31 Private 110643 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 55 United-States >50K
59 Self-emp-inc 122390 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 1977 48 United-States >50K
46 Private 261059 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 0 1977 50 United-States >50K
57 Private 140426 Doctorate 16 Married-civ-spouse Tech-support Husband White Male 0 1977 40 Germany >50K
36 Private 386726 Masters 14 Married-civ-spouse Prof-specialty Wife White Female 0 1977 44 United-States >50K
44 Private 340885 Bachelors 13 Married-civ-spouse Machine-op-inspct Husband White Male 0 1977 40 United-States >50K
33 Private 149184 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1977 50 United-States >50K
54 Private 308087 Some-college 10 Married-civ-spouse Tech-support Husband White Male 0 1977 18 United-States >50K
55 Private 368797 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1977 60 United-States >50K
36 Private 218689 Masters 14 Married-civ-spouse Sales Husband White Male 0 1977 50 United-States >50K
49 Local-gov 298445 Prof-school 15 Married-civ-spouse Prof-specialty Wife White Female 0 1977 60 United-States >50K
41 Private 347653 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1977 50 United-States >50K
40 Private 320451 Doctorate 16 Married-civ-spouse Prof-specialty Husband Asian-Pac-Islander Male 0 1977 45 Hong >50K
43 Private 170730 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 50 United-States >50K
39 Local-gov 344855 Masters 14 Married-civ-spouse Prof-specialty Wife White Female 0 1977 20 United-States >50K
26 ? 370727 Bachelors 13 Married-civ-spouse ? Wife White Female 0 1977 40 United-States >50K
48 Private 109814 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1977 45 United-States >50K
43 Private 409922 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 50 United-States >50K
42 Self-emp-inc 191196 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1977 60 ? >50K
36 Private 237943 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 1977 45 United-States >50K
39 Private 49020 Masters 14 Never-married Exec-managerial Not-in-family White Male 0 1974 40 United-States <=50K
21 Private 109414 Some-college 10 Never-married Prof-specialty Own-child Asian-Pac-Islander Male 0 1974 40 United-States <=50K
23 Private 275818 Some-college 10 Never-married Sales Not-in-family White Female 0 1974 40 United-States <=50K
47 Private 133758 HS-grad 9 Divorced Exec-managerial Not-in-family White Female 0 1974 40 United-States <=50K
30 Private 43953 HS-grad 9 Never-married Adm-clerical Other-relative White Female 0 1974 40 United-States <=50K
35 Private 147258 Some-college 10 Never-married Machine-op-inspct Not-in-family White Male 0 1974 40 United-States <=50K
26 Private 58098 Some-college 10 Never-married Adm-clerical Not-in-family White Female 0 1974 40 United-States <=50K
26 Private 215384 Bachelors 13 Never-married Exec-managerial Not-in-family White Male 0 1974 55 United-States <=50K
41 Local-gov 33068 Masters 14 Divorced Prof-specialty Not-in-family White Male 0 1974 40 United-States <=50K
30 Local-gov 145692 Some-college 10 Never-married Protective-serv Not-in-family Black Male 0 1974 40 United-States <=50K
28 Private 111696 HS-grad 9 Separated Craft-repair Not-in-family White Male 0 1974 40 United-States <=50K
56 Private 105281 HS-grad 9 Widowed Sales Not-in-family White Female 0 1974 40 United-States <=50K
35 Private 200445 HS-grad 9 Never-married Machine-op-inspct Own-child White Male 0 1974 40 United-States <=50K
34 Private 258666 Assoc-voc 11 Never-married Tech-support Not-in-family White Female 0 1974 40 United-States <=50K
29 Private 214702 HS-grad 9 Never-married Craft-repair Not-in-family White Male 0 1974 35 United-States <=50K
23 Private 188545 Assoc-acdm 12 Never-married Adm-clerical Own-child White Female 0 1974 20 United-States <=50K
24 Federal-gov 210736 HS-grad 9 Never-married Adm-clerical Not-in-family White Female 0 1974 40 United-States <=50K
62 Private 81116 Some-college 10 Divorced Adm-clerical Not-in-family White Male 0 1974 40 United-States <=50K
77 Self-emp-not-inc 71676 Some-college 10 Widowed Adm-clerical Not-in-family White Female 0 1944 1 United-States <=50K
47 Private 51835 Prof-school 15 Married-civ-spouse Prof-specialty Wife White Female 0 1902 60 Honduras >50K
48 Self-emp-not-inc 191277 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 1902 60 United-States >50K
42 Self-emp-not-inc 214242 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1902 50 United-States >50K
31 Private 118710 Masters 14 Married-civ-spouse Tech-support Husband White Male 0 1902 40 United-States >50K
43 Private 274363 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1902 40 England >50K
50 Private 168212 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 1902 65 United-States >50K
36 Private 156667 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 1902 50 United-States >50K
49 Local-gov 193960 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 0 1902 40 United-States >50K
38 Private 132879 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 0 1902 40 United-States >50K
48 State-gov 55863 Doctorate 16 Married-civ-spouse Prof-specialty Wife White Female 0 1902 46 United-States >50K
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56 Self-emp-not-inc 145574 HS-grad 9 Married-civ-spouse Other-service Husband White Male 0 1902 60 United-States >50K
37 Private 188540 HS-grad 9 Married-civ-spouse Exec-managerial Husband White Male 0 1902 45 United-States >50K
51 Private 415287 HS-grad 9 Married-civ-spouse Machine-op-inspct Husband Black Male 0 1902 40 United-States >50K
43 Private 201723 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1902 40 United-States >50K
46 Local-gov 36228 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 0 1902 40 United-States <=50K
42 Local-gov 121718 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1902 60 United-States >50K
45 Private 26522 Some-college 10 Married-civ-spouse Adm-clerical Wife White Female 0 1902 35 United-States >50K
23 Private 196827 Some-college 10 Married-civ-spouse Machine-op-inspct Husband White Male 0 1902 40 United-States <=50K
45 Private 246891 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 1902 40 United-States >50K
30 State-gov 199539 HS-grad 9 Married-civ-spouse Adm-clerical Husband White Male 0 1902 40 United-States <=50K
49 State-gov 133917 Doctorate 16 Married-civ-spouse Prof-specialty Husband Black Male 0 1902 60 ? >50K
49 Private 101320 Assoc-acdm 12 Married-civ-spouse Sales Wife White Female 0 1902 40 United-States >50K
57 Private 98350 Prof-school 15 Married-civ-spouse Craft-repair Husband Asian-Pac-Islander Male 0 1902 40 Philippines >50K
42 Self-emp-not-inc 157562 Bachelors 13 Married-civ-spouse Farming-fishing Husband White Male 0 1902 80 United-States >50K
43 Local-gov 105862 Some-college 10 Married-civ-spouse Adm-clerical Wife White Female 0 1902 40 United-States >50K
43 Private 336513 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 1902 40 United-States >50K
42 Private 378384 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1902 60 United-States >50K
53 Private 104501 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1902 55 United-States >50K
40 Local-gov 244522 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 0 1902 48 United-States >50K
46 Private 324655 Masters 14 Married-civ-spouse Tech-support Husband White Male 0 1902 40 ? >50K
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31 Self-emp-not-inc 348038 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 1902 50 Puerto-Rico >50K
34 Private 299635 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1902 50 United-States >50K
40 Federal-gov 298635 Masters 14 Married-civ-spouse Tech-support Husband Asian-Pac-Islander Male 0 1902 40 Philippines >50K
50 Private 184424 Some-college 10 Married-civ-spouse Adm-clerical Wife White Female 0 1902 38 United-States >50K
54 Private 86837 HS-grad 9 Married-civ-spouse Craft-repair Husband Asian-Pac-Islander Male 0 1902 40 United-States >50K
49 Private 142287 Some-college 10 Married-civ-spouse Adm-clerical Husband White Male 0 1902 50 United-States >50K
44 Self-emp-not-inc 402397 Masters 14 Married-civ-spouse Exec-managerial Wife White Female 0 1902 60 United-States >50K
57 Local-gov 118481 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 1902 40 United-States >50K
28 Local-gov 250135 Masters 14 Married-civ-spouse Prof-specialty Wife White Female 0 1902 55 United-States <=50K
57 Private 20953 Some-college 10 Married-civ-spouse Sales Husband White Male 0 1902 40 United-States >50K
59 Private 348430 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 1902 43 United-States >50K
38 Private 169926 Assoc-acdm 12 Married-civ-spouse Exec-managerial Wife White Female 0 1902 40 United-States >50K
36 Self-emp-not-inc 283122 HS-grad 9 Married-civ-spouse Farming-fishing Husband White Male 0 1902 60 United-States >50K
55 Private 323706 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 1902 40 United-States >50K
34 Self-emp-not-inc 77209 HS-grad 9 Married-civ-spouse Sales Husband White Male 0 1902 60 United-States >50K
51 Private 337195 Some-college 10 Married-civ-spouse Sales Husband White Male 0 1902 50 United-States >50K
46 Private 377401 HS-grad 9 Married-civ-spouse Transport-moving Husband White Male 0 1902 70 Canada >50K
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31 State-gov 181824 Bachelors 13 Married-civ-spouse Prof-specialty Wife White Female 0 1902 35 United-States >50K
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59 Self-emp-not-inc 325732 HS-grad 9 Married-civ-spouse Exec-managerial Husband White Male 0 1902 52 United-States >50K
48 Private 194772 Assoc-acdm 12 Married-civ-spouse Sales Husband White Male 0 1902 40 United-States >50K
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53 Private 608184 Bachelors 13 Married-civ-spouse Exec-managerial Husband Black Male 0 1902 40 United-States >50K
39 Private 165215 Masters 14 Married-civ-spouse Prof-specialty Wife White Female 0 1902 18 United-States >50K
44 Self-emp-not-inc 124692 HS-grad 9 Married-civ-spouse Prof-specialty Husband White Male 0 1902 40 United-States >50K
45 Private 360393 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1902 50 United-States >50K
42 Local-gov 188291 Bachelors 13 Married-civ-spouse Protective-serv Husband White Male 0 1902 40 United-States >50K
24 Self-emp-not-inc 322931 7th-8th 4 Married-civ-spouse Transport-moving Husband White Male 0 1902 40 United-States >50K
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51 Local-gov 176751 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 1902 40 United-States >50K
50 Private 320510 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1902 40 United-States >50K
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46 Self-emp-inc 328216 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 1902 42 ? >50K
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36 Private 206951 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 1902 45 United-States >50K
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63 State-gov 194682 Doctorate 16 Married-civ-spouse Exec-managerial Husband White Male 0 1902 50 United-States >50K
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44 Private 286750 Bachelors 13 Married-civ-spouse Exec-managerial Husband Black Male 0 1902 40 United-States >50K
37 Private 200374 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 1902 40 United-States >50K
44 State-gov 136546 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 1902 40 United-States >50K
53 Private 139671 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 1902 40 United-States >50K
32 Private 175856 Bachelors 13 Married-civ-spouse Tech-support Husband White Male 0 1902 40 United-States >50K
50 State-gov 289207 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 1902 45 United-States >50K
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33 Private 236396 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 1902 55 United-States >50K
50 Local-gov 168672 Masters 14 Married-civ-spouse Prof-specialty Wife White Female 0 1902 40 United-States >50K
32 Private 127610 Bachelors 13 Married-civ-spouse Prof-specialty Wife White Female 0 1902 32 United-States >50K
41 Private 287306 HS-grad 9 Married-civ-spouse Prof-specialty Husband White Male 0 1902 40 United-States >50K
54 Private 167770 HS-grad 9 Married-civ-spouse Exec-managerial Husband White Male 0 1902 55 United-States >50K
34 Private 277314 Assoc-acdm 12 Married-civ-spouse Sales Husband Black Male 0 1902 50 United-States >50K
41 Self-emp-inc 140365 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1902 55 United-States >50K
39 Self-emp-inc 239755 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1902 50 United-States >50K
42 Federal-gov 52781 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 0 1902 40 United-States >50K
31 Private 201122 Bachelors 13 Married-civ-spouse Sales Husband White Male 0 1902 45 United-States >50K
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41 Private 267252 Some-college 10 Married-civ-spouse Machine-op-inspct Husband Black Male 0 1902 40 United-States >50K
31 Self-emp-not-inc 325355 Bachelors 13 Married-civ-spouse Exec-managerial Wife White Female 0 1902 40 United-States >50K
30 Self-emp-inc 173858 Some-college 10 Married-civ-spouse Exec-managerial Husband Asian-Pac-Islander Male 0 1902 40 South >50K
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48 Private 109832 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 0 1902 40 United-States >50K
60 State-gov 234854 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 1902 40 United-States >50K
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39 Federal-gov 30916 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 1902 50 United-States >50K
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22 Federal-gov 32950 Some-college 10 Married-civ-spouse Sales Husband White Male 0 1902 37 United-States <=50K
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31 Self-emp-not-inc 182177 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 0 1902 40 United-States >50K
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57 Self-emp-inc 199768 HS-grad 9 Married-civ-spouse Sales Husband White Male 0 1902 30 United-States >50K
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61 State-gov 186451 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 0 1902 40 United-States >50K
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61 ? 202106 HS-grad 9 Married-civ-spouse ? Husband White Male 0 1902 40 United-States >50K
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44 State-gov 193524 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1902 40 United-States >50K
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29 Private 46442 Bachelors 13 Married-civ-spouse Prof-specialty Wife White Female 0 1902 50 United-States >50K
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53 Private 110977 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 1902 50 United-States >50K
61 State-gov 379885 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 1902 40 United-States >50K
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52 Self-emp-inc 230767 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 0 1902 60 Cuba >50K
37 Private 298539 HS-grad 9 Married-civ-spouse Exec-managerial Husband White Male 0 1902 55 United-States >50K
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57 Self-emp-not-inc 413373 Doctorate 16 Married-civ-spouse Sales Husband White Male 0 1902 40 United-States >50K
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43 Private 254146 Some-college 10 Married-civ-spouse Craft-repair Husband White Male 0 1902 40 United-States >50K
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40 Local-gov 289403 7th-8th 4 Married-civ-spouse Craft-repair Husband Black Male 0 1887 40 ? >50K
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43 Local-gov 96102 Some-college 10 Married-civ-spouse Protective-serv Husband White Male 0 1887 40 United-States >50K
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30 Local-gov 226443 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 0 1887 45 United-States >50K
32 State-gov 182556 Bachelors 13 Married-civ-spouse Protective-serv Husband White Male 0 1887 45 United-States >50K
39 Federal-gov 99146 Bachelors 13 Married-civ-spouse Protective-serv Husband White Male 0 1887 60 United-States >50K
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39 Local-gov 177907 HS-grad 9 Married-civ-spouse Protective-serv Husband White Male 0 1887 40 United-States >50K
37 Local-gov 218184 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 1887 40 United-States >50K
34 Private 182274 Some-college 10 Married-civ-spouse Exec-managerial Wife White Female 0 1887 40 United-States >50K
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47 Local-gov 162187 Some-college 10 Married-civ-spouse Transport-moving Husband White Male 0 1887 40 United-States >50K
52 State-gov 254285 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 1887 70 Germany >50K
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61 Self-emp-not-inc 215591 HS-grad 9 Married-civ-spouse Exec-managerial Husband White Male 0 1887 40 United-States >50K
39 Local-gov 132879 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 1887 40 United-States >50K
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38 Self-emp-not-inc 43712 11th 7 Married-civ-spouse Exec-managerial Husband White Male 0 1887 45 United-States >50K
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40 State-gov 174283 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 1887 50 United-States >50K
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38 Local-gov 286405 Doctorate 16 Married-civ-spouse Exec-managerial Husband White Male 0 1887 50 United-States >50K
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38 Local-gov 172855 Bachelors 13 Married-civ-spouse Prof-specialty Wife Black Female 0 1887 40 United-States >50K
46 Federal-gov 344415 Masters 14 Married-civ-spouse Armed-Forces Husband White Male 0 1887 40 United-States >50K
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36 Local-gov 52532 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 1887 50 United-States >50K
61 Federal-gov 229062 Some-college 10 Married-civ-spouse Adm-clerical Husband White Male 0 1887 40 United-States >50K
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39 ? 103986 HS-grad 9 Never-married ? Not-in-family White Male 0 1590 40 United-States <=50K
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32 Private 43403 Some-college 10 Divorced Farming-fishing Not-in-family White Female 0 1590 54 United-States <=50K
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29 State-gov 188986 Assoc-voc 11 Never-married Tech-support Not-in-family White Female 0 1590 64 United-States <=50K
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44 State-gov 154176 Some-college 10 Divorced Adm-clerical Not-in-family Black Female 0 1590 40 United-States <=50K
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51 Private 348099 HS-grad 9 Never-married Machine-op-inspct Not-in-family White Female 0 1590 40 United-States <=50K
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28 Self-emp-not-inc 54683 Some-college 10 Never-married Craft-repair Not-in-family White Male 0 1590 40 United-States <=50K
48 Private 99096 Some-college 10 Divorced Adm-clerical Not-in-family White Female 0 1590 38 United-States <=50K
34 Private 54850 Bachelors 13 Never-married Exec-managerial Not-in-family White Male 0 1590 50 United-States <=50K
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34 Local-gov 62463 Some-college 10 Married-civ-spouse Transport-moving Husband White Male 0 1579 40 United-States <=50K
35 Private 111387 Some-college 10 Married-civ-spouse Handlers-cleaners Husband White Male 0 1579 40 United-States <=50K
31 Private 260782 Some-college 10 Married-civ-spouse Transport-moving Husband White Male 0 1579 45 El-Salvador <=50K
21 Private 146499 Assoc-voc 11 Married-civ-spouse Adm-clerical Other-relative White Female 0 1579 40 United-States <=50K
40 Federal-gov 177595 Some-college 10 Married-civ-spouse Craft-repair Husband White Male 0 1579 40 United-States <=50K
48 Private 273435 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 0 1579 40 United-States <=50K
41 Private 289886 5th-6th 3 Married-civ-spouse Other-service Husband Other Male 0 1579 40 Nicaragua <=50K
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54 Self-emp-not-inc 58898 Some-college 10 Married-civ-spouse Craft-repair Husband White Male 0 1579 48 United-States <=50K
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25 Private 182227 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 0 1579 40 United-States <=50K
43 Local-gov 301638 12th 8 Married-civ-spouse Transport-moving Husband White Male 0 1579 40 United-States <=50K
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27 Private 87006 Some-college 10 Married-civ-spouse Adm-clerical Wife White Female 0 1579 40 United-States <=50K
24 Private 216469 HS-grad 9 Married-civ-spouse Machine-op-inspct Husband White Male 0 1579 50 United-States <=50K
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32 Private 134737 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 99999 0 50 United-States >50K
46 Private 273771 Bachelors 13 Married-civ-spouse Sales Husband White Male 99999 0 40 United-States >50K
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32 Private 204567 Bachelors 13 Married-civ-spouse Sales Husband White Male 99999 0 60 United-States >50K
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32 Private 330715 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 99999 0 40 United-States >50K
21 Private 334618 Some-college 10 Never-married Protective-serv Not-in-family Black Female 99999 0 40 United-States >50K
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43 Private 208613 Prof-school 15 Married-spouse-absent Prof-specialty Not-in-family White Male 99999 0 40 United-States >50K
30 Private 129707 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 99999 0 35 United-States >50K
39 Private 77005 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 99999 0 40 United-States >50K
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36 Self-emp-inc 216711 HS-grad 9 Married-civ-spouse Exec-managerial Husband White Male 99999 0 50 ? >50K
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38 Self-emp-inc 478829 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 99999 0 50 United-States >50K
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40 Self-emp-not-inc 204235 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 99999 0 50 United-States >50K
55 Private 115439 Prof-school 15 Married-civ-spouse Exec-managerial Husband White Male 99999 0 40 United-States >50K
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34 Private 49469 Bachelors 13 Never-married Sales Not-in-family White Male 99999 0 50 United-States >50K
37 Self-emp-not-inc 353298 HS-grad 9 Married-civ-spouse Sales Husband White Male 99999 0 50 United-States >50K
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66 Private 115498 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 99999 0 55 ? >50K
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38 Self-emp-inc 99146 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 80 United-States >50K
46 Private 102388 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 15024 0 45 United-States >50K
43 Private 154374 Some-college 10 Married-civ-spouse Craft-repair Husband White Male 15024 0 60 United-States >50K
33 Private 175697 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 60 United-States >50K
39 Private 202027 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 45 United-States >50K
39 Self-emp-inc 329980 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 50 United-States >50K
54 Self-emp-not-inc 123011 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 15024 0 52 United-States >50K
33 Private 354573 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 15024 0 44 United-States >50K
54 Private 99185 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 15024 0 45 United-States >50K
51 Self-emp-inc 229465 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 15024 0 50 United-States >50K
47 Self-emp-not-inc 370119 Bachelors 13 Married-civ-spouse Sales Husband White Male 15024 0 50 United-States >50K
53 State-gov 156877 HS-grad 9 Married-civ-spouse Adm-clerical Husband White Male 15024 0 35 United-States >50K
64 Self-emp-inc 179436 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 55 United-States >50K
30 Self-emp-not-inc 167990 Assoc-voc 11 Married-civ-spouse Prof-specialty Husband White Male 15024 0 65 United-States >50K
55 Private 98361 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 15024 0 50 ? >50K
52 Private 147876 Bachelors 13 Married-civ-spouse Sales Wife White Female 15024 0 60 United-States >50K
48 Private 126754 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 15024 0 40 United-States >50K
44 Private 120277 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 15024 0 50 Italy >50K
53 State-gov 281590 HS-grad 9 Married-civ-spouse Exec-managerial Wife White Female 15024 0 40 United-States >50K
64 Self-emp-not-inc 134960 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 35 United-States >50K
39 Private 79331 Masters 14 Married-civ-spouse Exec-managerial Husband Asian-Pac-Islander Male 15024 0 40 United-States >50K
50 Private 147629 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 15024 0 45 United-States >50K
57 Self-emp-inc 119253 Masters 14 Married-civ-spouse Sales Husband White Male 15024 0 65 United-States >50K
59 Self-emp-not-inc 174056 Bachelors 13 Married-civ-spouse Sales Husband White Male 15024 0 40 United-States >50K
44 Private 198282 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 15024 0 40 United-States >50K
37 Private 82521 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 40 United-States >50K
56 Self-emp-inc 211804 Bachelors 13 Married-civ-spouse Sales Husband White Male 15024 0 50 United-States >50K
64 Private 319371 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 40 United-States >50K
32 Private 194426 Bachelors 13 Married-civ-spouse Tech-support Husband White Male 15024 0 40 United-States >50K
39 Self-emp-inc 122742 Assoc-acdm 12 Married-civ-spouse Exec-managerial Husband White Male 15024 0 55 United-States >50K
57 Self-emp-inc 172654 Prof-school 15 Married-civ-spouse Transport-moving Husband White Male 15024 0 50 United-States >50K
35 Private 376455 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 15024 0 60 United-States >50K
51 Self-emp-not-inc 145409 Bachelors 13 Married-civ-spouse Sales Husband White Male 15024 0 50 United-States >50K
44 Private 198316 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 50 United-States >50K
57 Self-emp-not-inc 225334 Prof-school 15 Married-civ-spouse Sales Wife White Female 15024 0 35 United-States >50K
47 Private 151267 HS-grad 9 Married-civ-spouse Machine-op-inspct Wife Black Female 15024 0 40 United-States >50K
51 Private 293196 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 15024 0 60 Iran >50K
50 Self-emp-not-inc 44368 HS-grad 9 Married-civ-spouse Sales Husband White Male 15024 0 55 El-Salvador >50K
52 Private 338816 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 15024 0 45 United-States >50K
47 Self-emp-inc 214169 HS-grad 9 Married-civ-spouse Farming-fishing Husband White Male 15024 0 40 United-States >50K
34 Private 30497 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 60 United-States >50K
37 Self-emp-inc 291518 Bachelors 13 Married-civ-spouse Craft-repair Husband White Male 15024 0 55 United-States >50K
49 Self-emp-inc 362654 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 15024 0 50 United-States >50K
54 Private 22743 Some-college 10 Married-civ-spouse Transport-moving Husband White Male 15024 0 60 United-States >50K
39 Private 191807 HS-grad 9 Married-civ-spouse Sales Husband White Male 15024 0 50 United-States >50K
39 Self-emp-not-inc 126569 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 15024 0 60 United-States >50K
32 Private 312667 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 15024 0 50 United-States >50K
34 Self-emp-inc 186824 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 15024 0 40 United-States >50K
53 Private 114758 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 15024 0 65 United-States >50K
53 Federal-gov 199720 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 15024 0 60 Germany >50K
52 Self-emp-inc 100506 Some-college 10 Married-civ-spouse Sales Husband White Male 15024 0 50 United-States >50K
37 Local-gov 233825 Bachelors 13 Married-civ-spouse Prof-specialty Wife White Female 15024 0 50 United-States >50K
53 Private 424079 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 15024 0 55 United-States >50K
37 Private 148015 Bachelors 13 Married-civ-spouse Prof-specialty Wife Black Female 15024 0 40 United-States >50K
47 Private 124973 Assoc-voc 11 Married-civ-spouse Exec-managerial Husband White Male 15024 0 50 United-States >50K
58 Self-emp-not-inc 93664 HS-grad 9 Married-civ-spouse Exec-managerial Husband White Male 15024 0 60 United-States >50K
39 Private 173175 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 50 United-States >50K
46 Private 155659 Some-college 10 Married-civ-spouse Craft-repair Husband White Male 15024 0 45 United-States >50K
49 Private 65087 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 15024 0 50 United-States >50K
46 Private 117849 Some-college 10 Married-civ-spouse Sales Husband White Male 15024 0 40 United-States >50K
32 Private 207668 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 45 United-States >50K
50 Self-emp-inc 127315 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 60 United-States >50K
61 Private 85548 Some-college 10 Married-civ-spouse Tech-support Husband White Male 15024 0 18 United-States >50K
33 Private 56701 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 15024 0 75 United-States >50K
31 Local-gov 381153 Some-college 10 Married-civ-spouse Protective-serv Husband White Male 15024 0 56 United-States >50K
39 Self-emp-not-inc 109766 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 15024 0 50 United-States >50K
45 Self-emp-inc 170871 HS-grad 9 Married-civ-spouse Exec-managerial Husband White Male 15024 0 55 United-States >50K
35 Private 99357 Masters 14 Married-civ-spouse Prof-specialty Wife White Female 15024 0 50 United-States >50K
36 Private 261382 Masters 14 Married-civ-spouse Sales Husband White Male 15024 0 45 United-States >50K
40 Self-emp-inc 157240 Masters 14 Married-civ-spouse Exec-managerial Wife White Female 15024 0 30 Iran >50K
47 Self-emp-not-inc 168109 HS-grad 9 Married-civ-spouse Farming-fishing Husband White Male 15024 0 50 United-States >50K
41 Private 280167 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 15024 0 70 United-States >50K
52 Self-emp-inc 173754 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 15024 0 60 United-States >50K
43 Private 303051 Assoc-voc 11 Married-civ-spouse Exec-managerial Husband White Male 15024 0 40 United-States >50K
55 Private 116878 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 15024 0 30 United-States >50K
39 Private 179668 Bachelors 13 Married-civ-spouse Tech-support Husband White Male 15024 0 40 United-States >50K
61 Private 176839 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 15024 0 50 United-States >50K
46 Private 360096 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 60 United-States >50K
49 Private 198759 Assoc-acdm 12 Married-civ-spouse Sales Husband White Male 15024 0 60 United-States >50K
52 Private 145409 Some-college 10 Married-civ-spouse Transport-moving Husband White Male 15024 0 60 Canada >50K
58 Private 306233 Bachelors 13 Married-civ-spouse Sales Husband White Male 15024 0 40 United-States >50K
49 Local-gov 149210 Bachelors 13 Married-civ-spouse Protective-serv Husband Black Male 15024 0 40 United-States >50K
46 Private 219021 HS-grad 9 Married-civ-spouse Transport-moving Husband White Male 15024 0 44 United-States >50K
47 Self-emp-inc 332355 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 15024 0 50 United-States >50K
47 Self-emp-inc 173783 Bachelors 13 Married-civ-spouse Sales Husband White Male 15024 0 60 United-States >50K
36 Local-gov 61778 HS-grad 9 Married-civ-spouse Prof-specialty Husband White Male 15024 0 40 United-States >50K
63 Self-emp-inc 137940 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 15024 0 50 United-States >50K
37 Private 108140 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 15024 0 45 United-States >50K
46 Private 328216 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 40 United-States >50K
39 Private 187098 Prof-school 15 Married-civ-spouse Exec-managerial Wife White Female 15024 0 47 United-States >50K
53 Private 151580 Some-college 10 Married-civ-spouse Prof-specialty Husband White Male 15024 0 40 United-States >50K
30 Private 154950 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 15024 0 60 United-States >50K
32 Private 193042 Prof-school 15 Married-civ-spouse Sales Husband White Male 15024 0 60 United-States >50K
47 State-gov 120429 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 15024 0 50 United-States >50K
55 Private 229029 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 48 United-States >50K
57 Private 200453 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 15024 0 40 United-States >50K
39 Private 70995 Bachelors 13 Married-civ-spouse Transport-moving Husband White Male 15024 0 99 United-States >50K
37 Private 186934 HS-grad 9 Married-civ-spouse Sales Husband White Male 15024 0 60 United-States >50K
32 Private 167531 Prof-school 15 Married-civ-spouse Prof-specialty Wife Asian-Pac-Islander Female 15024 0 50 United-States >50K
50 Private 34832 Bachelors 13 Married-civ-spouse Tech-support Husband White Male 15024 0 40 United-States >50K
41 Private 35166 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 15024 0 50 United-States >50K
43 Private 352005 Bachelors 13 Married-civ-spouse Sales Husband White Male 15024 0 45 United-States >50K
45 Private 205100 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 60 United-States >50K
40 State-gov 199381 Masters 14 Married-civ-spouse Prof-specialty Wife White Female 15024 0 37 United-States >50K
55 Private 282023 Bachelors 13 Married-civ-spouse Sales Husband White Male 15024 0 50 United-States >50K
59 Private 271571 Some-college 10 Married-civ-spouse Craft-repair Husband White Male 15024 0 50 United-States >50K
63 Private 213945 Bachelors 13 Married-civ-spouse Sales Husband White Male 15024 0 40 Iran >50K
34 Private 187215 Bachelors 13 Married-civ-spouse Prof-specialty Wife White Female 15024 0 36 United-States >50K
50 Local-gov 259377 Masters 14 Married-civ-spouse Prof-specialty Wife White Female 15024 0 40 United-States >50K
51 Self-emp-inc 167793 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 40 United-States >50K
36 Private 237943 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 15024 0 50 United-States >50K
54 Private 135803 Bachelors 13 Married-civ-spouse Exec-managerial Husband Asian-Pac-Islander Male 15024 0 60 South >50K
42 Private 340234 HS-grad 9 Married-civ-spouse Tech-support Husband Asian-Pac-Islander Male 15024 0 40 United-States >50K
40 Private 226902 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 15024 0 50 United-States >50K
42 Local-gov 121998 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 15024 0 40 United-States >50K
36 Private 198237 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 15024 0 50 United-States >50K
32 Self-emp-inc 78530 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 15024 0 50 United-States >50K
53 State-gov 43952 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 15024 0 38 United-States >50K
46 Self-emp-not-inc 43348 Prof-school 15 Married-civ-spouse Exec-managerial Husband White Male 15024 0 55 United-States >50K
52 Self-emp-inc 254211 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 15024 0 60 United-States >50K
30 Self-emp-inc 321990 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 15024 0 60 ? >50K
33 Private 144949 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 15024 0 40 United-States >50K
32 Private 137076 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 15024 0 60 United-States >50K
43 Private 194726 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 15024 0 55 United-States >50K
50 Private 89041 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 15024 0 50 United-States >50K
38 Private 409604 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 40 United-States >50K
43 State-gov 139734 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 40 United-States >50K
53 Private 30244 Assoc-acdm 12 Married-civ-spouse Exec-managerial Husband White Male 15024 0 40 United-States >50K
30 Private 340917 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 15024 0 60 United-States >50K
59 Self-emp-not-inc 201263 Bachelors 13 Married-civ-spouse Sales Husband White Male 15024 0 55 United-States >50K
44 Private 116825 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 15024 0 80 United-States >50K
41 Private 101593 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 15024 0 50 United-States >50K
38 ? 70282 Masters 14 Married-civ-spouse ? Wife Black Female 15024 0 2 United-States >50K
60 Private 103344 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 15024 0 40 United-States >50K
42 Self-emp-not-inc 336513 Bachelors 13 Married-civ-spouse Craft-repair Husband White Male 15024 0 60 United-States >50K
42 Self-emp-not-inc 24763 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 15024 0 40 United-States >50K
48 Private 38950 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 50 United-States >50K
55 Private 199067 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 42 United-States >50K
49 State-gov 391585 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 40 United-States >50K
50 Private 205803 Masters 14 Married-civ-spouse Sales Husband White Male 15024 0 40 United-States >50K
55 Private 182460 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 15024 0 35 United-States >50K
44 Private 267717 Masters 14 Married-civ-spouse Craft-repair Husband White Male 15024 0 45 United-States >50K
46 Private 330087 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 45 United-States >50K
40 Private 88909 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 50 United-States >50K
39 Self-emp-not-inc 343476 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 15024 0 50 Japan >50K
30 Local-gov 182926 Some-college 10 Married-civ-spouse Protective-serv Husband White Male 15024 0 40 United-States >50K
44 Private 109912 Doctorate 16 Married-civ-spouse Exec-managerial Wife White Female 15024 0 32 United-States >50K
60 Self-emp-inc 376133 HS-grad 9 Married-civ-spouse Adm-clerical Wife White Female 15024 0 15 United-States >50K
60 Private 142494 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 15024 0 40 United-States >50K
36 Private 184112 Prof-school 15 Married-civ-spouse Prof-specialty Wife White Female 15024 0 45 United-States >50K
36 Self-emp-inc 77146 Bachelors 13 Married-civ-spouse Sales Husband White Male 15024 0 45 United-States >50K
39 Private 322143 12th 8 Married-civ-spouse Transport-moving Husband White Male 15024 0 70 United-States >50K
40 Self-emp-inc 182437 Assoc-acdm 12 Married-civ-spouse Sales Husband White Male 15024 0 50 United-States >50K
51 Private 90363 Some-college 10 Married-civ-spouse Adm-clerical Husband White Male 15024 0 40 United-States >50K
45 Private 101452 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 15024 0 60 England >50K
51 Private 338620 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 15024 0 60 United-States >50K
47 Private 149700 Bachelors 13 Married-civ-spouse Tech-support Husband White Male 15024 0 40 United-States >50K
59 Private 153484 Bachelors 13 Married-civ-spouse Craft-repair Husband White Male 15024 0 50 United-States >50K
47 Private 162741 Assoc-acdm 12 Married-civ-spouse Prof-specialty Wife Black Female 15024 0 40 United-States >50K
46 Federal-gov 102308 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 15024 0 50 United-States >50K
35 Private 81232 Bachelors 13 Married-civ-spouse Sales Husband White Male 15024 0 50 United-States >50K
39 Private 33983 Some-college 10 Married-civ-spouse Adm-clerical Husband White Male 15024 0 40 United-States >50K
52 Self-emp-not-inc 194995 Bachelors 13 Married-civ-spouse Sales Husband White Male 15024 0 55 United-States >50K
32 Federal-gov 42900 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 15024 0 50 United-States >50K
40 Private 166662 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 15024 0 45 United-States >50K
61 Private 170262 HS-grad 9 Married-civ-spouse Exec-managerial Wife White Female 15024 0 38 United-States >50K
57 Private 127728 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 50 United-States >50K
48 State-gov 212954 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 15024 0 40 United-States >50K
51 Private 221672 Masters 14 Married-civ-spouse Sales Husband White Male 15024 0 50 United-States >50K
34 Self-emp-not-inc 198664 Bachelors 13 Married-civ-spouse Craft-repair Husband Asian-Pac-Islander Male 15024 0 70 South >50K
62 Private 109190 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 40 United-States >50K
42 Private 252518 Prof-school 15 Married-civ-spouse Exec-managerial Husband White Male 15024 0 40 United-States >50K
59 Private 165922 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 15024 0 40 United-States >50K
57 Self-emp-inc 123053 Prof-school 15 Married-civ-spouse Prof-specialty Husband Asian-Pac-Islander Male 15024 0 50 India >50K
59 Self-emp-inc 31359 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 15024 0 80 United-States >50K
50 Private 98975 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 40 United-States >50K
61 Private 119684 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 15024 0 20 United-States >50K
44 Private 181762 Bachelors 13 Married-civ-spouse Transport-moving Husband White Male 15024 0 55 United-States >50K
41 Private 150755 Doctorate 16 Married-civ-spouse Exec-managerial Husband White Male 15024 0 50 Canada >50K
43 Private 345789 Bachelors 13 Married-civ-spouse Prof-specialty Wife White Female 15024 0 50 United-States >50K
46 Private 102569 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 15024 0 65 United-States >50K
42 Private 119359 Prof-school 15 Married-civ-spouse Sales Wife Amer-Indian-Eskimo Female 15024 0 40 South >50K
37 Private 359001 Assoc-voc 11 Married-civ-spouse Transport-moving Husband White Male 15024 0 50 United-States >50K
46 Private 393715 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 15024 0 50 United-States >50K
46 Self-emp-not-inc 366089 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 15024 0 40 United-States >50K
47 Private 61885 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 15024 0 50 United-States >50K
46 Private 121124 Assoc-acdm 12 Married-civ-spouse Exec-managerial Husband White Male 15024 0 50 United-States >50K
59 Self-emp-inc 169982 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 15024 0 60 United-States >50K
43 State-gov 506329 Bachelors 13 Married-civ-spouse Prof-specialty Husband Asian-Pac-Islander Male 15024 0 40 ? >50K
48 Private 182541 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 15024 0 45 United-States >50K
47 Private 323798 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 15024 0 55 United-States >50K
43 Private 130126 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 50 United-States >50K
44 Local-gov 189956 Bachelors 13 Married-civ-spouse Protective-serv Wife Black Female 15024 0 40 United-States >50K
45 Private 266860 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 15024 0 50 United-States >50K
43 Local-gov 188291 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 15024 0 45 United-States >50K
40 Private 99604 Masters 14 Married-civ-spouse Prof-specialty Wife White Female 15024 0 24 United-States >50K
50 Private 204447 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 15024 0 65 United-States >50K
52 Self-emp-inc 114758 Bachelors 13 Married-civ-spouse Sales Husband White Male 15024 0 50 United-States >50K
52 ? 92968 Masters 14 Married-civ-spouse ? Wife White Female 15024 0 40 United-States >50K
40 Private 198873 Prof-school 15 Married-civ-spouse Prof-specialty Wife White Female 15024 0 30 United-States >50K
44 Private 148138 Doctorate 16 Married-civ-spouse Exec-managerial Husband Asian-Pac-Islander Male 15024 0 40 Japan >50K
47 Private 355320 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 15024 0 40 United-States >50K
58 Self-emp-inc 89922 Assoc-voc 11 Married-civ-spouse Exec-managerial Husband White Male 15024 0 40 United-States >50K
50 Private 138852 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 15024 0 50 United-States >50K
54 Self-emp-inc 129432 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 40 United-States >50K
50 Private 145409 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 15024 0 40 United-States >50K
43 Private 64631 HS-grad 9 Married-civ-spouse Exec-managerial Husband White Male 15024 0 50 United-States >50K
52 Private 186303 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 15024 0 55 Canada >50K
44 Self-emp-not-inc 172479 HS-grad 9 Married-civ-spouse Farming-fishing Husband White Male 15024 0 60 United-States >50K
58 Private 147707 HS-grad 9 Married-civ-spouse Exec-managerial Husband White Male 15024 0 60 United-States >50K
45 Private 148171 Assoc-voc 11 Married-civ-spouse Craft-repair Husband White Male 15024 0 40 United-States >50K
30 Private 196385 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 15024 0 35 United-States >50K
40 Self-emp-inc 191429 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 15024 0 40 United-States >50K
49 Self-emp-inc 58359 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 15024 0 50 United-States >50K
52 Self-emp-inc 89041 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 15024 0 60 United-States >50K
35 Private 186183 HS-grad 9 Married-civ-spouse Transport-moving Husband White Male 15024 0 80 United-States >50K
49 Self-emp-inc 191277 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 15024 0 50 United-States >50K
50 Private 164198 Assoc-acdm 12 Married-civ-spouse Handlers-cleaners Husband Black Male 15024 0 45 United-States >50K
31 Private 167725 Bachelors 13 Married-civ-spouse Prof-specialty Husband Asian-Pac-Islander Male 15024 0 48 Philippines >50K
53 Local-gov 283602 Masters 14 Married-civ-spouse Prof-specialty Wife White Female 15024 0 40 United-States >50K
34 Private 203488 Bachelors 13 Married-civ-spouse Sales Husband White Male 15024 0 40 United-States >50K
19 ? 200790 12th 8 Married-civ-spouse ? Other-relative White Female 15024 0 40 United-States >50K
46 Federal-gov 20956 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 40 United-States >50K
44 State-gov 141858 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 15024 0 75 United-States >50K
45 Private 148995 Bachelors 13 Married-civ-spouse Craft-repair Husband White Male 15024 0 40 United-States >50K
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42 Private 98211 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 15024 0 45 United-States >50K
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42 Private 187720 Masters 14 Married-civ-spouse Sales Husband White Male 15024 0 50 ? >50K
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45 Local-gov 215862 Doctorate 16 Married-civ-spouse Exec-managerial Husband White Male 7688 0 45 United-States >50K
58 Private 349910 HS-grad 9 Married-civ-spouse Exec-managerial Husband White Male 7688 0 40 United-States >50K
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36 Private 20507 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 7688 0 50 United-States >50K
43 Private 403467 Bachelors 13 Married-civ-spouse Exec-managerial Husband Black Male 7688 0 40 United-States >50K
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62 Private 208711 Bachelors 13 Married-civ-spouse Craft-repair Husband White Male 7688 0 50 United-States >50K
26 Private 180246 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 7688 0 40 United-States >50K
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33 Local-gov 183923 Masters 14 Married-civ-spouse Prof-specialty Wife White Female 7688 0 35 United-States >50K
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46 Private 423222 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 7688 0 40 United-States >50K
43 Private 191814 Assoc-acdm 12 Married-civ-spouse Sales Husband White Male 7688 0 50 United-States >50K
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31 Private 43819 Bachelors 13 Married-civ-spouse Prof-specialty Wife White Female 7688 0 43 United-States >50K
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42 Private 325353 Assoc-acdm 12 Married-civ-spouse Adm-clerical Husband White Male 7688 0 42 United-States >50K
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60 State-gov 165827 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 7688 0 60 United-States >50K
38 Private 87556 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 7688 0 55 United-States >50K
46 Federal-gov 341762 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 7688 0 45 United-States >50K
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37 Private 125933 Assoc-acdm 12 Married-civ-spouse Exec-managerial Husband White Male 7688 0 50 United-States >50K
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54 Private 249322 Bachelors 13 Married-civ-spouse Sales Husband White Male 7688 0 50 United-States >50K
42 Private 384236 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 7688 0 40 United-States >50K
40 Private 219266 HS-grad 9 Married-civ-spouse Exec-managerial Husband White Male 7688 0 50 United-States >50K
40 Local-gov 163725 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 7688 0 40 United-States >50K
25 Private 99126 Assoc-voc 11 Married-civ-spouse Prof-specialty Wife White Female 7688 0 40 United-States >50K
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40 Private 195394 Assoc-acdm 12 Married-civ-spouse Prof-specialty Husband White Male 7688 0 40 United-States >50K
34 ? 166545 Some-college 10 Married-civ-spouse ? Wife White Female 7688 0 6 United-States >50K
29 Private 148431 Assoc-acdm 12 Married-civ-spouse Sales Wife Other Female 7688 0 45 United-States >50K
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63 ? 222289 Bachelors 13 Married-civ-spouse ? Husband White Male 7688 0 54 United-States >50K
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44 Private 155930 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 7688 0 55 United-States >50K
38 State-gov 110426 Doctorate 16 Married-civ-spouse Prof-specialty Wife White Female 7688 0 40 ? >50K
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42 Private 124792 HS-grad 9 Married-civ-spouse Craft-repair Husband Black Male 7688 0 45 United-States >50K
55 ? 270228 Assoc-acdm 12 Married-civ-spouse ? Husband Black Male 7688 0 40 United-States >50K
50 Self-emp-not-inc 68898 Masters 14 Married-civ-spouse Sales Husband White Male 7688 0 55 United-States >50K
28 Private 183151 11th 7 Married-civ-spouse Handlers-cleaners Husband White Male 7688 0 40 United-States >50K
46 Private 110171 Some-college 10 Married-civ-spouse Craft-repair Husband White Male 7688 0 40 United-States >50K
39 Private 173476 Prof-school 15 Married-civ-spouse Craft-repair Husband White Male 7688 0 40 United-States >50K
37 Private 202027 Masters 14 Married-civ-spouse Adm-clerical Husband White Male 7688 0 50 United-States >50K
40 Private 177027 Bachelors 13 Married-civ-spouse Other-service Wife Asian-Pac-Islander Female 7688 0 52 Japan >50K
40 Private 154374 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 7688 0 40 United-States >50K
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41 Private 58880 Bachelors 13 Married-civ-spouse Prof-specialty Wife White Female 7688 0 10 United-States >50K
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41 Private 163287 HS-grad 9 Married-civ-spouse Prof-specialty Husband White Male 7688 0 43 United-States >50K
44 Private 198096 Bachelors 13 Married-civ-spouse Sales Husband White Male 7688 0 40 United-States >50K
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45 Local-gov 160173 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 7688 0 50 United-States >50K
39 Private 184117 Bachelors 13 Married-civ-spouse Prof-specialty Wife White Female 7688 0 20 United-States >50K
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28 Local-gov 168524 Masters 14 Married-civ-spouse Prof-specialty Wife White Female 7688 0 35 United-States >50K
57 Private 61474 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 7688 0 45 United-States >50K
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37 Private 178948 Bachelors 13 Married-civ-spouse Exec-managerial Wife White Female 7688 0 45 United-States >50K
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46 Local-gov 303918 HS-grad 9 Married-civ-spouse Protective-serv Husband White Male 7688 0 96 United-States >50K
40 Federal-gov 75313 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 7688 0 66 United-States >50K
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50 Local-gov 196307 Some-college 10 Married-civ-spouse Craft-repair Husband White Male 7688 0 40 United-States >50K
60 Self-emp-inc 210827 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 7688 0 40 United-States >50K
42 Private 52781 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 7688 0 40 United-States >50K
50 Self-emp-not-inc 145419 Masters 14 Married-civ-spouse Sales Husband White Male 7688 0 45 United-States >50K
44 Local-gov 171589 Assoc-voc 11 Married-civ-spouse Craft-repair Husband White Male 7688 0 40 United-States >50K
51 Private 159755 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 7688 0 40 United-States >50K
51 State-gov 231495 Doctorate 16 Married-civ-spouse Exec-managerial Husband White Male 7688 0 55 United-States >50K
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29 Federal-gov 244473 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 7688 0 40 United-States >50K
46 Private 197332 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 7688 0 46 United-States >50K
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38 ? 94559 Bachelors 13 Married-civ-spouse ? Wife Other Female 7688 0 50 ? >50K
49 Private 83610 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 7688 0 66 United-States >50K
51 Private 289572 Bachelors 13 Married-civ-spouse Sales Husband White Male 7688 0 50 United-States >50K
41 Private 138975 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 7688 0 45 United-States >50K
54 Private 176240 Masters 14 Married-civ-spouse Transport-moving Husband White Male 7688 0 60 United-States >50K
60 Private 325971 HS-grad 9 Married-civ-spouse Machine-op-inspct Husband White Male 7688 0 40 United-States >50K
40 Private 284303 Some-college 10 Married-civ-spouse Exec-managerial Wife White Female 7688 0 40 United-States >50K
54 Local-gov 173050 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 7688 0 40 United-States >50K
42 Private 511068 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 7688 0 40 United-States >50K
38 Private 103323 Some-college 10 Married-civ-spouse Craft-repair Husband White Male 7688 0 40 United-States >50K
34 Private 24266 Assoc-voc 11 Married-civ-spouse Craft-repair Husband White Male 7688 0 40 United-States >50K
34 Private 167497 Some-college 10 Married-civ-spouse Exec-managerial Wife White Female 7688 0 50 United-States >50K
56 Federal-gov 156229 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 7688 0 40 United-States >50K
38 Private 276559 HS-grad 9 Married-civ-spouse Exec-managerial Husband White Male 7688 0 70 United-States >50K
35 Private 86648 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 7688 0 50 United-States >50K
43 Private 75993 Some-college 10 Married-civ-spouse Sales Husband White Male 7688 0 40 United-States >50K
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35 Private 253006 Some-college 10 Married-civ-spouse Prof-specialty Husband White Male 7688 0 38 United-States >50K
61 Private 159822 7th-8th 4 Married-civ-spouse Craft-repair Husband White Male 7688 0 40 Poland >50K
45 Self-emp-not-inc 315984 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 7688 0 50 United-States >50K
36 Private 223433 Masters 14 Married-civ-spouse Sales Husband White Male 7688 0 50 United-States >50K
40 Private 121874 Assoc-acdm 12 Married-civ-spouse Sales Husband White Male 7688 0 50 United-States >50K
49 Local-gov 119904 Bachelors 13 Married-civ-spouse Prof-specialty Wife White Female 7688 0 30 United-States >50K
36 Private 262688 Some-college 10 Married-civ-spouse Sales Husband Black Male 7688 0 50 United-States >50K
52 Private 102828 HS-grad 9 Married-civ-spouse Prof-specialty Husband White Male 7688 0 40 United-States >50K
53 Private 126592 Some-college 10 Married-civ-spouse Craft-repair Husband Black Male 7688 0 40 United-States >50K
29 Private 191722 Some-college 10 Married-civ-spouse Protective-serv Husband White Male 7688 0 54 United-States >50K
56 Private 109015 Some-college 10 Married-civ-spouse Exec-managerial Wife White Female 7688 0 50 United-States >50K
41 Private 100451 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 7688 0 38 United-States >50K
30 Private 159589 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 7688 0 50 United-States >50K
58 Private 172333 HS-grad 9 Married-civ-spouse Sales Husband White Male 7688 0 40 United-States >50K
45 Self-emp-inc 180239 Prof-school 15 Married-civ-spouse Exec-managerial Husband Asian-Pac-Islander Male 7688 0 40 ? >50K
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42 Private 154076 HS-grad 9 Married-civ-spouse Prof-specialty Husband White Male 7688 0 50 United-States >50K
38 Private 245372 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 7688 0 45 United-States >50K
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50 Private 22211 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 7688 0 50 United-States >50K
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48 Federal-gov 166634 Bachelors 13 Married-civ-spouse Adm-clerical Wife White Female 7688 0 40 United-States >50K
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46 Private 52291 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 7688 0 45 United-States >50K
42 Private 261929 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 7688 0 40 United-States >50K
63 Self-emp-not-inc 29859 7th-8th 4 Married-civ-spouse Farming-fishing Husband White Male 7688 0 60 United-States >50K
51 Private 154342 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 7688 0 45 United-States >50K
39 Federal-gov 363630 HS-grad 9 Married-civ-spouse Adm-clerical Husband Black Male 7688 0 52 United-States >50K
29 Local-gov 115305 Assoc-voc 11 Married-civ-spouse Protective-serv Husband White Male 7688 0 40 United-States >50K
35 Private 64922 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 7688 0 50 United-States >50K
41 Self-emp-inc 177905 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 7688 0 70 United-States >50K
38 Private 478346 HS-grad 9 Married-civ-spouse Exec-managerial Wife White Female 7688 0 40 United-States >50K
39 Private 176335 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 7688 0 65 United-States >50K
40 Federal-gov 330174 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 7688 0 40 United-States >50K
44 Private 242521 Bachelors 13 Married-civ-spouse Sales Husband White Male 7688 0 50 United-States >50K
38 State-gov 125499 Bachelors 13 Married-civ-spouse Prof-specialty Husband Asian-Pac-Islander Male 7688 0 60 India >50K
47 Private 252079 Bachelors 13 Married-civ-spouse Machine-op-inspct Husband White Male 7688 0 44 United-States >50K
37 Private 103986 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 7688 0 39 United-States >50K
39 Private 198841 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 7688 0 45 United-States >50K
28 Local-gov 229223 Assoc-voc 11 Married-civ-spouse Prof-specialty Wife White Female 7688 0 36 United-States >50K
33 Private 133503 HS-grad 9 Married-civ-spouse Protective-serv Husband White Male 7688 0 48 United-States >50K
42 Private 24982 Some-college 10 Married-civ-spouse Craft-repair Husband White Male 7688 0 40 United-States >50K
32 Self-emp-not-inc 112115 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 7688 0 40 United-States >50K
34 Self-emp-inc 343789 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 7688 0 55 United-States >50K
58 Local-gov 311409 Masters 14 Married-civ-spouse Prof-specialty Husband Black Male 7688 0 30 United-States >50K
42 Private 402367 Some-college 10 Married-civ-spouse Transport-moving Husband Black Male 7688 0 45 United-States >50K
39 Private 358753 Assoc-voc 11 Married-civ-spouse Craft-repair Husband White Male 7688 0 40 United-States >50K
31 Federal-gov 130057 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 7688 0 60 United-States >50K
40 Private 177905 Assoc-voc 11 Married-civ-spouse Exec-managerial Husband White Male 7688 0 44 United-States >50K
35 Private 91839 Bachelors 13 Married-civ-spouse Other-service Husband Amer-Indian-Eskimo Male 7688 0 20 United-States >50K
34 Private 212064 HS-grad 9 Separated Adm-clerical Unmarried White Female 7443 0 35 United-States <=50K
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49 State-gov 185800 Masters 14 Divorced Prof-specialty Unmarried Black Female 7430 0 40 United-States >50K
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44 Private 170924 Some-college 10 Married-civ-spouse Craft-repair Husband White Male 7298 0 40 United-States >50K
24 Private 279472 Some-college 10 Married-civ-spouse Machine-op-inspct Wife White Female 7298 0 48 United-States >50K
34 Private 142897 Masters 14 Married-civ-spouse Exec-managerial Husband Asian-Pac-Islander Male 7298 0 35 Taiwan >50K
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36 State-gov 119272 HS-grad 9 Married-civ-spouse Protective-serv Husband White Male 7298 0 40 United-States >50K
42 Private 162140 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 7298 0 45 United-States >50K
30 Private 296453 Bachelors 13 Married-civ-spouse Adm-clerical Husband White Male 7298 0 40 United-States >50K
42 Private 150533 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 7298 0 52 United-States >50K
50 Self-emp-inc 293196 HS-grad 9 Married-civ-spouse Exec-managerial Husband White Male 7298 0 40 United-States >50K
35 Private 119098 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 7298 0 40 United-States >50K
40 Private 228535 Assoc-acdm 12 Married-civ-spouse Prof-specialty Husband White Male 7298 0 36 United-States >50K
38 Private 31033 Bachelors 13 Married-civ-spouse Sales Husband White Male 7298 0 40 United-States >50K
35 Private 183898 Assoc-voc 11 Married-civ-spouse Exec-managerial Husband White Male 7298 0 50 United-States >50K
41 Private 220132 HS-grad 9 Married-civ-spouse Exec-managerial Husband White Male 7298 0 40 United-States >50K
29 Private 241431 Masters 14 Married-civ-spouse Sales Husband White Male 7298 0 40 United-States >50K
36 Private 183892 Some-college 10 Married-civ-spouse Craft-repair Husband White Male 7298 0 44 United-States >50K
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41 Private 168071 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 7298 0 50 United-States >50K
52 Federal-gov 30731 HS-grad 9 Married-civ-spouse Exec-managerial Husband White Male 7298 0 40 United-States >50K
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34 Private 340940 Bachelors 13 Married-civ-spouse Sales Husband White Male 7298 0 60 United-States >50K
31 Private 203488 Bachelors 13 Married-civ-spouse Adm-clerical Husband White Male 7298 0 50 United-States >50K
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34 Private 157747 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 7298 0 40 United-States >50K
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36 Private 143486 HS-grad 9 Married-civ-spouse Transport-moving Husband White Male 7298 0 50 United-States >50K
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47 Private 284916 HS-grad 9 Married-civ-spouse Sales Husband White Male 7298 0 45 United-States >50K
31 State-gov 75755 Doctorate 16 Married-civ-spouse Exec-managerial Husband White Male 7298 0 55 United-States >50K
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24 Private 161092 Some-college 10 Married-civ-spouse Adm-clerical Husband White Male 7298 0 40 United-States >50K
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40 Private 360884 Some-college 10 Married-civ-spouse Adm-clerical Wife White Female 7298 0 40 United-States >50K
30 Federal-gov 321990 Some-college 10 Married-civ-spouse Adm-clerical Husband White Male 7298 0 48 Cuba >50K
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63 Private 137843 Some-college 10 Married-civ-spouse Sales Husband White Male 7298 0 48 United-States >50K
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45 Private 203653 HS-grad 9 Married-civ-spouse Adm-clerical Husband Black Male 7298 0 40 United-States >50K
41 Federal-gov 253770 Some-college 10 Married-civ-spouse Transport-moving Wife White Female 7298 0 40 United-States >50K
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35 Local-gov 300681 HS-grad 9 Married-civ-spouse Protective-serv Husband Black Male 7298 0 35 United-States >50K
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62 ? 191118 Some-college 10 Married-civ-spouse ? Husband White Male 7298 0 40 United-States >50K
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46 Private 321327 Some-college 10 Married-civ-spouse Transport-moving Husband White Male 7298 0 45 United-States >50K
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36 State-gov 86805 Some-college 10 Married-civ-spouse Exec-managerial Wife White Female 7298 0 39 United-States >50K
41 Self-emp-not-inc 100800 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 7298 0 70 United-States >50K
60 Private 282923 Some-college 10 Married-civ-spouse Prof-specialty Husband White Male 7298 0 40 United-States >50K
45 Private 174533 Some-college 10 Married-civ-spouse Transport-moving Husband White Male 7298 0 50 United-States >50K
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34 Private 252646 Some-college 10 Married-civ-spouse Prof-specialty Husband White Male 7298 0 50 United-States >50K
51 Private 137815 Some-college 10 Married-civ-spouse Adm-clerical Husband White Male 7298 0 40 United-States >50K
35 Federal-gov 49657 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 7298 0 40 United-States >50K
54 Private 35557 Some-college 10 Married-civ-spouse Sales Husband White Male 7298 0 50 United-States >50K
53 Private 386773 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 7298 0 40 United-States >50K
51 Private 162745 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 7298 0 50 United-States >50K
40 Self-emp-not-inc 26892 Bachelors 13 Married-AF-spouse Prof-specialty Husband White Male 7298 0 50 United-States >50K
42 Private 149210 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 7298 0 45 United-States >50K
50 Self-emp-inc 155574 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 7298 0 50 United-States >50K
51 Private 48343 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 7298 0 50 United-States >50K
33 Private 188246 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 7298 0 45 United-States >50K
48 Private 83444 HS-grad 9 Married-civ-spouse Prof-specialty Husband White Male 7298 0 40 United-States >50K
40 Private 124747 HS-grad 9 Married-civ-spouse Craft-repair Wife White Female 7298 0 40 United-States >50K
36 Private 169426 HS-grad 9 Married-civ-spouse Machine-op-inspct Husband White Male 7298 0 40 United-States >50K
27 Private 190525 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 7298 0 55 United-States >50K
37 Private 263094 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 7298 0 40 United-States >50K
54 Self-emp-inc 357596 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 7298 0 55 United-States >50K
36 Private 171393 Masters 14 Married-civ-spouse Prof-specialty Husband White Male 7298 0 55 United-States >50K
46 Private 98637 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 7298 0 50 United-States >50K
38 Private 43712 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 7298 0 60 United-States >50K
38 Private 122076 Some-college 10 Married-civ-spouse Transport-moving Husband White Male 7298 0 43 United-States >50K
45 Private 192776 Bachelors 13 Married-civ-spouse Craft-repair Husband White Male 7298 0 55 United-States >50K
48 Private 248254 Some-college 10 Married-civ-spouse Prof-specialty Wife White Female 7298 0 40 United-States >50K
60 Private 178312 HS-grad 9 Married-civ-spouse Sales Husband White Male 7298 0 65 United-States >50K
58 Self-emp-inc 78104 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 7298 0 60 United-States >50K
42 Private 171424 Bachelors 13 Married-civ-spouse Tech-support Husband White Male 7298 0 45 United-States >50K
51 Private 138852 HS-grad 9 Married-civ-spouse Other-service Husband White Male 7298 0 40 El-Salvador >50K
42 Federal-gov 34218 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 7298 0 50 United-States >50K
44 Private 235786 Some-college 10 Married-civ-spouse Prof-specialty Husband White Male 7298 0 45 United-States >50K
32 Private 195000 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 7298 0 45 United-States >50K
60 Federal-gov 119832 Some-college 10 Married-civ-spouse Adm-clerical Husband White Male 7298 0 40 United-States >50K
49 Private 195612 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 7298 0 40 United-States >50K
31 State-gov 373432 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 7298 0 55 United-States >50K
45 Private 25649 Some-college 10 Married-civ-spouse Transport-moving Husband White Male 7298 0 50 United-States >50K
55 Private 227856 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 7298 0 60 United-States >50K
61 Private 81132 5th-6th 3 Married-civ-spouse Handlers-cleaners Husband Asian-Pac-Islander Male 7298 0 40 Philippines >50K
57 Local-gov 189824 Some-college 10 Married-civ-spouse Handlers-cleaners Husband Black Male 7298 0 40 United-States >50K
47 Private 168232 Bachelors 13 Married-civ-spouse Adm-clerical Husband White Male 7298 0 40 United-States >50K
40 Private 254478 Some-college 10 Married-civ-spouse Craft-repair Husband White Male 7298 0 50 United-States >50K
47 Private 334039 Bachelors 13 Married-civ-spouse Exec-managerial Husband White Male 7298 0 44 United-States >50K
29 Private 112847 Assoc-voc 11 Married-civ-spouse Craft-repair Husband Asian-Pac-Islander Male 7298 0 32 United-States >50K
52 Local-gov 199995 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 7298 0 60 United-States >50K
28 Private 207513 Bachelors 13 Married-civ-spouse Sales Husband White Male 7298 0 42 United-States >50K
30 Private 430283 HS-grad 9 Married-civ-spouse Adm-clerical Wife White Female 7298 0 40 United-States >50K
35 Private 75855 Masters 14 Married-civ-spouse Prof-specialty Husband Black Male 7298 0 40 ? >50K
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36 State-gov 179488 Bachelors 13 Married-civ-spouse Protective-serv Husband White Male 7298 0 55 United-States >50K
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54 State-gov 137815 12th 8 Never-married Other-service Own-child White Male 4101 0 40 United-States <=50K
36 Private 108320 HS-grad 9 Divorced Machine-op-inspct Not-in-family White Male 4101 0 40 United-States <=50K
25 Private 149943 HS-grad 9 Never-married Other-service Other-relative Asian-Pac-Islander Male 4101 0 60 ? <=50K
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59 Private 146013 Some-college 10 Married-civ-spouse Sales Husband White Male 4064 0 40 United-States <=50K
58 State-gov 110517 Doctorate 16 Married-civ-spouse Prof-specialty Husband Asian-Pac-Islander Male 4064 0 40 India <=50K
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39 Private 187046 HS-grad 9 Married-civ-spouse Sales Husband White Male 4064 0 38 United-States <=50K
26 Private 164018 Bachelors 13 Married-civ-spouse Sales Husband White Male 4064 0 50 United-States <=50K
63 Private 143098 HS-grad 9 Married-civ-spouse Sales Husband White Male 4064 0 40 United-States <=50K
32 Local-gov 217296 HS-grad 9 Married-civ-spouse Transport-moving Wife White Female 4064 0 22 United-States <=50K
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35 Private 28572 Some-college 10 Married-civ-spouse Craft-repair Husband White Male 4064 0 35 United-States <=50K
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35 Private 126569 Some-college 10 Married-civ-spouse Sales Husband White Male 4064 0 40 United-States <=50K
54 Private 234938 HS-grad 9 Married-civ-spouse Sales Husband White Male 4064 0 55 United-States <=50K
49 Private 40000 Bachelors 13 Married-civ-spouse Sales Husband White Male 4064 0 44 United-States <=50K
40 Private 316820 7th-8th 4 Married-civ-spouse Sales Husband White Male 4064 0 40 United-States <=50K
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46 Private 181810 HS-grad 9 Married-civ-spouse Craft-repair Husband Black Male 4064 0 40 United-States <=50K
27 Federal-gov 196386 Assoc-acdm 12 Married-civ-spouse Adm-clerical Husband White Male 4064 0 40 El-Salvador <=50K
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61 Local-gov 180079 Doctorate 16 Married-civ-spouse Exec-managerial Husband White Male 4064 0 40 United-States <=50K
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33 Federal-gov 293550 Some-college 10 Married-civ-spouse Tech-support Wife White Female 4064 0 40 United-States <=50K
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49 Private 297884 HS-grad 9 Married-civ-spouse Machine-op-inspct Husband White Male 4064 0 50 United-States <=50K
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42 Private 195096 HS-grad 9 Married-civ-spouse Sales Husband White Male 4064 0 40 United-States <=50K
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47 Private 178341 Bachelors 13 Married-civ-spouse Sales Husband White Male 4064 0 60 United-States <=50K
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34 Local-gov 155781 HS-grad 9 Married-civ-spouse Protective-serv Husband White Male 4064 0 50 United-States <=50K
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45 Private 288437 HS-grad 9 Married-civ-spouse Transport-moving Husband Other Male 4064 0 40 United-States <=50K
47 ? 174525 HS-grad 9 Married-civ-spouse ? Husband White Male 3942 0 40 ? <=50K
41 Private 187881 Some-college 10 Married-civ-spouse Sales Husband White Male 3942 0 40 United-States <=50K
38 Private 450924 12th 8 Married-civ-spouse Other-service Husband White Male 3942 0 40 United-States <=50K
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35 Private 145704 HS-grad 9 Married-civ-spouse Prof-specialty Wife White Female 3942 0 35 United-States <=50K
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61 ? 229744 1st-4th 2 Married-civ-spouse ? Husband White Male 3942 0 20 Mexico <=50K
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21 Private 163870 10th 6 Married-civ-spouse Other-service Husband White Male 3908 0 40 United-States <=50K
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67 ? 192916 HS-grad 9 Married-civ-spouse ? Husband White Male 3818 0 11 United-States <=50K
65 Private 113323 Assoc-acdm 12 Married-civ-spouse Exec-managerial Husband White Male 3818 0 40 United-States <=50K
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68 Private 144056 HS-grad 9 Married-civ-spouse Adm-clerical Husband White Male 3818 0 40 United-States <=50K
77 Local-gov 177550 Bachelors 13 Married-civ-spouse Adm-clerical Husband White Male 3818 0 14 United-States <=50K
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32 Private 400535 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 3781 0 40 United-States <=50K
60 Private 88055 Prof-school 15 Married-civ-spouse Prof-specialty Husband White Male 3781 0 16 United-States <=50K
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20 Private 194630 HS-grad 9 Married-civ-spouse Adm-clerical Husband White Male 3781 0 50 United-States <=50K
21 ? 262280 Some-college 10 Married-civ-spouse ? Wife White Female 3781 0 40 United-States <=50K
22 ? 154235 Some-college 10 Married-civ-spouse ? Wife White Female 3781 0 35 United-States <=50K
52 Private 230657 HS-grad 9 Married-civ-spouse Machine-op-inspct Husband Other Male 3781 0 40 Columbia <=50K
48 Private 373366 1st-4th 2 Married-civ-spouse Farming-fishing Husband White Male 3781 0 50 Mexico <=50K
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74 ? 340939 9th 5 Married-civ-spouse ? Husband White Male 3471 0 40 United-States <=50K
63 Private 273010 HS-grad 9 Married-civ-spouse Adm-clerical Wife White Female 3471 0 40 United-States <=50K
64 Local-gov 237379 HS-grad 9 Married-civ-spouse Handlers-cleaners Husband White Male 3471 0 40 United-States <=50K
73 Private 242769 HS-grad 9 Married-civ-spouse Machine-op-inspct Husband White Male 3471 0 40 England <=50K
37 Private 259846 Assoc-voc 11 Married-civ-spouse Adm-clerical Husband White Male 3471 0 40 United-States <=50K
72 Private 116640 Some-college 10 Married-civ-spouse Prof-specialty Husband White Male 3471 0 20 United-States <=50K
66 Federal-gov 47358 10th 6 Married-civ-spouse Craft-repair Husband White Male 3471 0 40 United-States <=50K
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39 Private 129597 Bachelors 13 Married-civ-spouse Sales Husband White Male 3464 0 40 United-States <=50K
38 Private 203836 HS-grad 9 Married-civ-spouse Sales Husband White Male 3464 0 40 Columbia <=50K
32 Private 209103 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 3464 0 40 United-States <=50K
40 ? 428584 HS-grad 9 Married-civ-spouse ? Wife Black Female 3464 0 20 United-States <=50K
41 State-gov 227734 HS-grad 9 Married-civ-spouse Adm-clerical Husband White Male 3464 0 40 United-States <=50K
36 ? 216256 HS-grad 9 Married-civ-spouse ? Husband White Male 3464 0 30 United-States <=50K
26 Private 302097 HS-grad 9 Married-civ-spouse Machine-op-inspct Husband White Male 3464 0 48 United-States <=50K
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38 State-gov 364958 HS-grad 9 Married-civ-spouse Adm-clerical Husband White Male 3464 0 40 United-States <=50K
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37 Private 212512 HS-grad 9 Married-civ-spouse Machine-op-inspct Husband White Male 3464 0 50 United-States <=50K
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31 Local-gov 209103 Some-college 10 Married-civ-spouse Protective-serv Husband White Male 3464 0 45 United-States <=50K
46 Private 248059 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 3464 0 40 United-States <=50K
37 Private 236990 Some-college 10 Married-civ-spouse Machine-op-inspct Husband White Male 3464 0 40 United-States <=50K
30 Private 151001 5th-6th 3 Married-civ-spouse Machine-op-inspct Husband White Male 3464 0 40 Mexico <=50K
32 Private 184440 Some-college 10 Married-civ-spouse Machine-op-inspct Husband White Male 3464 0 40 United-States <=50K
36 Private 115360 10th 6 Married-civ-spouse Machine-op-inspct Own-child White Female 3464 0 40 United-States <=50K
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75 Self-emp-not-inc 31428 HS-grad 9 Married-civ-spouse Farming-fishing Husband White Male 3456 0 40 United-States <=50K
71 ? 250263 Some-college 10 Married-civ-spouse ? Husband White Male 3432 0 30 United-States <=50K
70 Private 278139 HS-grad 9 Married-civ-spouse Sales Husband White Male 3432 0 40 United-States <=50K
71 ? 108390 Some-college 10 Married-civ-spouse ? Husband White Male 3432 0 20 United-States <=50K
66 Local-gov 179285 HS-grad 9 Married-civ-spouse Exec-managerial Husband White Male 3432 0 20 United-States <=50K
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62 ? 225652 7th-8th 4 Married-civ-spouse ? Husband White Male 3411 0 50 United-States <=50K
39 Private 297847 9th 5 Married-civ-spouse Other-service Wife Black Female 3411 0 34 United-States <=50K
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40 Self-emp-not-inc 55363 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 3411 0 40 United-States <=50K
29 Private 233421 Bachelors 13 Married-civ-spouse Craft-repair Husband White Male 3411 0 45 United-States <=50K
47 Local-gov 138342 11th 7 Married-civ-spouse Transport-moving Husband White Male 3411 0 40 El-Salvador <=50K
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30 Private 72887 HS-grad 9 Married-civ-spouse Craft-repair Own-child Asian-Pac-Islander Male 3411 0 40 United-States <=50K
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44 State-gov 96249 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 3411 0 40 United-States <=50K
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26 Private 255193 11th 7 Married-civ-spouse Exec-managerial Husband White Male 3411 0 40 United-States <=50K
41 Private 439919 5th-6th 3 Married-civ-spouse Farming-fishing Husband White Male 3411 0 40 Mexico <=50K
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64 ? 146272 Some-college 10 Married-civ-spouse ? Husband White Male 3411 0 15 United-States <=50K
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55 Private 132887 HS-grad 9 Married-civ-spouse Transport-moving Husband Black Male 3411 0 40 Jamaica <=50K
29 Private 413297 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 3411 0 70 Mexico <=50K
33 Private 60567 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 3411 0 40 United-States <=50K
51 Private 122159 Some-college 10 Widowed Prof-specialty Not-in-family White Female 3325 0 40 United-States <=50K
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49 Private 50282 Some-college 10 Divorced Machine-op-inspct Not-in-family White Male 3325 0 45 United-States <=50K
45 Federal-gov 273194 HS-grad 9 Never-married Transport-moving Not-in-family Black Male 3325 0 40 United-States <=50K
45 Private 330535 HS-grad 9 Never-married Adm-clerical Not-in-family White Male 3325 0 40 United-States <=50K
34 Private 182177 HS-grad 9 Divorced Craft-repair Not-in-family White Male 3325 0 35 United-States <=50K
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58 Private 140363 HS-grad 9 Divorced Machine-op-inspct Not-in-family White Male 3325 0 30 United-States <=50K
26 Federal-gov 95806 Some-college 10 Never-married Craft-repair Not-in-family White Male 3325 0 40 United-States <=50K
29 Private 159768 HS-grad 9 Never-married Machine-op-inspct Not-in-family White Male 3325 0 40 Ecuador <=50K
47 Self-emp-inc 175958 Bachelors 13 Never-married Sales Not-in-family White Male 3325 0 60 United-States <=50K
47 Private 184005 HS-grad 9 Divorced Exec-managerial Not-in-family Amer-Indian-Eskimo Female 3325 0 45 United-States <=50K
48 Private 348144 Some-college 10 Divorced Transport-moving Not-in-family White Male 3325 0 53 United-States <=50K
26 Private 120238 Bachelors 13 Never-married Craft-repair Not-in-family White Male 3325 0 40 United-States <=50K
31 State-gov 188900 Assoc-acdm 12 Never-married Adm-clerical Not-in-family White Female 3325 0 35 United-States <=50K
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38 Private 51100 Bachelors 13 Divorced Exec-managerial Not-in-family White Male 3325 0 40 United-States <=50K
21 Private 189888 HS-grad 9 Never-married Handlers-cleaners Not-in-family White Male 3325 0 60 United-States <=50K
60 Private 128367 Some-college 10 Divorced Prof-specialty Unmarried White Male 3325 0 42 United-States <=50K
51 Local-gov 209320 Prof-school 15 Never-married Prof-specialty Not-in-family White Male 3325 0 40 United-States <=50K
31 Private 193231 Bachelors 13 Never-married Tech-support Not-in-family White Male 3325 0 60 United-States <=50K
29 Private 157612 Bachelors 13 Never-married Sales Not-in-family White Female 3325 0 45 United-States <=50K
49 Private 323798 Some-college 10 Divorced Exec-managerial Not-in-family White Male 3325 0 50 United-States <=50K
35 Private 246449 HS-grad 9 Never-married Other-service Not-in-family White Male 3325 0 50 United-States <=50K
31 Private 286406 HS-grad 9 Never-married Exec-managerial Not-in-family White Male 3325 0 40 United-States <=50K
28 Private 230856 Some-college 10 Never-married Prof-specialty Not-in-family Black Female 3325 0 50 United-States <=50K
48 Private 247685 Some-college 10 Divorced Craft-repair Not-in-family White Male 3325 0 40 United-States <=50K
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72 Local-gov 259762 HS-grad 9 Married-civ-spouse Exec-managerial Husband White Male 2290 0 10 United-States <=50K
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34 Private 321709 HS-grad 9 Never-married Other-service Not-in-family White Female 0 0 28 United-States <=50K
57 Private 153918 HS-grad 9 Married-civ-spouse Transport-moving Husband White Male 0 0 40 United-States <=50K
25 Private 403788 HS-grad 9 Never-married Craft-repair Other-relative Black Male 0 0 40 United-States <=50K
71 Private 138145 9th 5 Married-civ-spouse Other-service Husband White Male 0 0 40 United-States <=50K
35 Local-gov 79649 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 0 50 United-States <=50K
47 Private 312088 HS-grad 9 Married-civ-spouse Craft-repair Husband White Male 0 0 40 United-States <=50K
50 Private 208630 Masters 14 Divorced Sales Not-in-family White Female 0 0 50 United-States >50K
33 Private 182401 10th 6 Never-married Adm-clerical Not-in-family Black Male 0 0 40 United-States <=50K
38 Private 32916 Assoc-voc 11 Married-civ-spouse Craft-repair Husband White Male 0 0 55 United-States >50K
50 Private 302372 Bachelors 13 Married-civ-spouse Prof-specialty Husband White Male 0 0 40 United-States <=50K
45 Private 155093 10th 6 Divorced Other-service Not-in-family Black Female 0 0 38 Dominican-Republic <=50K
32 Private 192965 HS-grad 9 Separated Sales Not-in-family White Female 0 0 45 United-States <=50K
39 Private 107302 HS-grad 9 Married-civ-spouse Prof-specialty Husband White Male 0 0 45 ? >50K
25 Local-gov 514716 Bachelors 13 Never-married Adm-clerical Own-child Black Female 0 0 40 United-States <=50K
20 Private 270436 HS-grad 9 Never-married Machine-op-inspct Own-child White Male 0 0 40 United-States <=50K
46 Private 42972 Masters 14 Married-civ-spouse Prof-specialty Wife White Female 0 0 22 United-States >50K
40 Private 142657 Assoc-voc 11 Married-civ-spouse Craft-repair Husband Black Male 0 0 45 United-States <=50K
30 Private 176175 Assoc-voc 11 Divorced Adm-clerical Unmarried White Female 0 0 24 United-States <=50K
36 Private 131459 7th-8th 4 Married-civ-spouse Craft-repair Husband White Male 0 0 40 United-States <=50K
46 Private 364548 Some-college 10 Married-civ-spouse Exec-managerial Husband White Male 0 0 48 United-States >50K
27 Private 177398 HS-grad 9 Never-married Other-service Unmarried White Female 0 0 64 United-States <=50K
33 Private 273243 HS-grad 9 Married-civ-spouse Craft-repair Husband Black Male 0 0 40 United-States <=50K
58 Private 147707 11th 7 Married-civ-spouse Sales Husband White Male 0 0 40 United-States <=50K
30 Private 77266 HS-grad 9 Divorced Transport-moving Not-in-family White Male 0 0 55 United-States <=50K
26 Private 191648 Assoc-acdm 12 Never-married Machine-op-inspct Other-relative White Female 0 0 15 United-States <=50K
81 ? 120478 Assoc-voc 11 Divorced ? Unmarried White Female 0 0 1 ? <=50K
32 Private 211349 10th 6 Married-civ-spouse Transport-moving Husband White Male 0 0 40 United-States <=50K
22 Private 203715 Some-college 10 Never-married Adm-clerical Own-child White Male 0 0 40 United-States <=50K
31 Private 292592 HS-grad 9 Married-civ-spouse Machine-op-inspct Wife White Female 0 0 40 United-States <=50K
29 Private 125976 HS-grad 9 Separated Sales Unmarried White Female 0 0 35 United-States <=50K
35 ? 320084 Bachelors 13 Married-civ-spouse ? Wife White Female 0 0 55 United-States >50K
30 ? 33811 Bachelors 13 Never-married ? Not-in-family Asian-Pac-Islander Female 0 0 99 United-States <=50K
34 Private 204461 Doctorate 16 Married-civ-spouse Prof-specialty Husband White Male 0 0 60 United-States >50K
54 Private 337992 Bachelors 13 Married-civ-spouse Exec-managerial Husband Asian-Pac-Islander Male 0 0 50 Japan >50K
37 Private 179137 Some-college 10 Divorced Adm-clerical Unmarried White Female 0 0 39 United-States <=50K
22 Private 325033 12th 8 Never-married Protective-serv Own-child Black Male 0 0 35 United-States <=50K
34 Private 160216 Bachelors 13 Never-married Exec-managerial Not-in-family White Female 0 0 55 United-States >50K
30 Private 345898 HS-grad 9 Never-married Craft-repair Not-in-family Black Male 0 0 46 United-States <=50K
71 ? 287372 Doctorate 16 Married-civ-spouse ? Husband White Male 0 0 10 United-States >50K
45 State-gov 252208 HS-grad 9 Separated Adm-clerical Own-child White Female 0 0 40 United-States <=50K
41 ? 202822 HS-grad 9 Separated ? Not-in-family Black Female 0 0 32 United-States <=50K
72 ? 129912 HS-grad 9 Married-civ-spouse ? Husband White Male 0 0 25 United-States <=50K
45 Local-gov 119199 Assoc-acdm 12 Divorced Prof-specialty Unmarried White Female 0 0 48 United-States <=50K
31 Private 199655 Masters 14 Divorced Other-service Not-in-family Other Female 0 0 30 United-States <=50K
39 Local-gov 111499 Assoc-acdm 12 Married-civ-spouse Adm-clerical Wife White Female 0 0 20 United-States >50K
37 Private 198216 Assoc-acdm 12 Divorced Tech-support Not-in-family White Female 0 0 40 United-States <=50K
43 Private 260761 HS-grad 9 Married-civ-spouse Machine-op-inspct Husband White Male 0 0 40 Mexico <=50K
43 State-gov 255835 Some-college 10 Divorced Adm-clerical Other-relative White Female 0 0 40 United-States <=50K
43 Self-emp-not-inc 27242 Some-college 10 Married-civ-spouse Craft-repair Husband White Male 0 0 50 United-States <=50K
32 Private 34066 10th 6 Married-civ-spouse Handlers-cleaners Husband Amer-Indian-Eskimo Male 0 0 40 United-States <=50K
43 Private 84661 Assoc-voc 11 Married-civ-spouse Sales Husband White Male 0 0 45 United-States <=50K
32 Private 116138 Masters 14 Never-married Tech-support Not-in-family Asian-Pac-Islander Male 0 0 11 Taiwan <=50K
53 Private 321865 Masters 14 Married-civ-spouse Exec-managerial Husband White Male 0 0 40 United-States >50K
22 Private 310152 Some-college 10 Never-married Protective-serv Not-in-family White Male 0 0 40 United-States <=50K
27 Private 257302 Assoc-acdm 12 Married-civ-spouse Tech-support Wife White Female 0 0 38 United-States <=50K
40 Private 154374 HS-grad 9 Married-civ-spouse Machine-op-inspct Husband White Male 0 0 40 United-States >50K
58 Private 151910 HS-grad 9 Widowed Adm-clerical Unmarried White Female 0 0 40 United-States <=50K
22 Private 201490 HS-grad 9 Never-married Adm-clerical Own-child White Male 0 0 20 United-States <=50K

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IT223Midterm_Project_Spring 2020.docx

IT 223

Midterm Project

Total Point: 100

Individual project: Use Dataset-EducationInc data for this project. Use the very worksheet in the Excel data (which automatically loads to SPSS when you open it in SPSS).

D2L => Content => Midterm => Documents…

NOTE: For full point, answer all the questions using this word document. Do not change the formatting of this document. Leave the question on as is, copy and paste necessary graphs and tables here and then interpret below it.

Use SPSS for your computations, copy all relevant tables and graphs to appropriate places in your document as discussed. Then follow up with interpretations.

1. Exploratory Data Analysis (EDA) : 36 Points Hint: Use Hwk1 solution as guide

1.1. Variables Needed: quantitative variable (Age) and qualitative variable (Income)

1.2. Create histograms and describe the shape of the distributions. Interpret and explain in plain English what the shape means in terms of the variables.

1.3. Describe the center of the distribution, (what is a good measure of center for your variables) Interpret and explain in plain English

1.4. Interpret and explain in plain English, the Five-number-summary

1.5. Create a boxplot and Normal probability plot. Interpret and explain in plain English your finding. How is it related to your histogram?

1.6. Calculate the outlier using the 1.5*IQR rule. Interpret and explain in plain English your finding. Include list of possible outliers and what might be the possible reasons why they are outlier(s)

1.7. Explain your overall findings and thoughts. For example, can we conclude that the older people are, the higher the income?

2. Regression Analysis: 43 points. Hint: Use Hwk 3 solution as guide

2.1. Variables Needed: Response variable (Y) is Hours per week and predictor variables (X) is Age.

2.2. Make a scatterplot with regression line, describe it and explain in plain English, the form, direction and strength of the relationship of the two variables. Don’t forget to mention any outliers.

2.3. Calculate correlation and interpret and explain in plain English. Don’t forget to copy your correlation table over here too.

2.4. Calculate the Coefficient of Determination, R2, interpret and explain in plain English

2.5. Calculate your slope and intercept. Write out the Regression equation. Interpret and explain in plain English the slope (Hint calculate X = 1) and the intercept (Hint calculate X = 0).

2.6. Use the Regression equation (Y-hat) to predict (Hint select a value of X from your observed values and plug it in the Regression equation. Compare your Y and Y-hat, are they close or not. Explain), make sure it does not violate extrapolation. Answer the question - Do you think this model predict well, explain.

2.7. Calculate residual and create the residual plot. Interpret and explain in plain English the pattern in your residual plot. Does it violate homoscedasticity? Explain

2.8. In conclusion, will you say Age is a good predictor of Hours per week?

Hint: Explain more about the line that best fit the relationship, your conclusion must reflect some part of the interpretations of R2, explain what percentage of Hours per week is not explained by Age. Give examples of other factors that could help explain Hours per week. Interpret everything in plain English.

3. Contingency Table (Two-way Table): 21 points Hint: Use Hwk 3 solution as guide

3.1. Variables Needed: 2 qualitative variables (Marital Status and Income) and use cross tabulation from SPSS for the questions below (3.2 -3.4)

3.2. Create a clustered bar graph. Interpret and explain in plain English.

3.3. Create a two way table without percentages Interpret and explain in plain English.

3.4. Create a two way table with percentages. Interpret and explain in plain English.

3.5. What are your most interesting findings in general? Explain. For example, can we conclude that marital status influences income amount?

4. Extra credit: (15 points) Hint: Use Hwk 2 solution as guide 

Normal Distribution: 





Interpret and show all your work and interpretations for full point

.
 




Assuming that the monthly food expenditures of families of a certain size in one economic group are approximately normally distributed with a mean of $130 and a standard deviation of $20:



a. (3 points) What percentage of the expenditures are less than $100? Interpret



b. (3 points) What percentage of the expenditures are more than $145? Interpret



c. (3 points) What percentage of the expenditures are between 55 and 85? Interpret



d. (3 points) What is the value of the expenditures that lies in the 8th percentile? Interpret



e. (3 points) What is the value of the expenditures that lies in the 88th percentile? Interpret





Submission








· Submit two word documents. Your solution (clean and well interpreted copy) a copy of your raw output from SPSS, saved in your names (First and last name) for full point.



· All necessary graphs and tables must be copied over to your solution copy and then interpretations below them. 



· Any limitations of your dataset must be stated. How would your result be different if you have access to more info or more data or other variables? 



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