age
int64 17
90
| workclass
stringclasses 9
values | fnlwgt
int64 12.3k
1.48M
| education
stringclasses 16
values | education.num
int64 1
16
| marital.status
stringclasses 7
values | occupation
stringclasses 15
values | relationship
stringclasses 6
values | race
stringclasses 5
values | sex
stringclasses 2
values | capital.gain
int64 0
100k
| capital.loss
int64 0
4.36k
| hours.per.week
int64 1
99
| native.country
stringclasses 42
values | age_group
stringclasses 3
values | capital_gain_loss_ratio
float64 0
10B
| income
stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
24 | Private | 191,954 | Some-college | 10 | Never-married | Machine-op-inspct | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
77 | Self-emp-not-inc | 138,714 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
22 | Private | 399,087 | 5th-6th | 3 | Married-civ-spouse | Machine-op-inspct | Other-relative | White | Female | 0 | 0 | 40 | Mexico | Young | 0 | <=50K |
29 | Private | 423,158 | Some-college | 10 | Never-married | Tech-support | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
62 | Private | 159,841 | HS-grad | 9 | Widowed | Other-service | Not-in-family | White | Female | 0 | 0 | 24 | United-States | Senior | 0 | <=50K |
39 | Self-emp-not-inc | 174,308 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
35 | Private | 186,110 | HS-grad | 9 | Divorced | Transport-moving | Not-in-family | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
29 | Private | 200,381 | 11th | 7 | Never-married | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
76 | Self-emp-not-inc | 174,309 | Masters | 14 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 10 | United-States | Senior | 0 | <=50K |
63 | Self-emp-not-inc | 78,383 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 45 | United-States | Senior | 0 | <=50K |
23 | ? | 211,601 | Assoc-voc | 11 | Never-married | ? | Own-child | Black | Female | 0 | 0 | 15 | United-States | Young | 0 | <=50K |
58 | Self-emp-not-inc | 321,171 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
41 | Private | 206,565 | Some-college | 10 | Never-married | Craft-repair | Not-in-family | Black | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
26 | Private | 224,563 | Bachelors | 13 | Never-married | Adm-clerical | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
47 | Private | 178,686 | Assoc-voc | 11 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
55 | Local-gov | 98,545 | 10th | 6 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
53 | Private | 242,606 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
17 | Private | 270,942 | 5th-6th | 3 | Never-married | Other-service | Other-relative | White | Male | 0 | 0 | 48 | Mexico | Young | 0 | <=50K |
30 | Private | 94,235 | HS-grad | 9 | Never-married | Craft-repair | Other-relative | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
49 | Private | 71,195 | Masters | 14 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
19 | Private | 104,112 | HS-grad | 9 | Never-married | Sales | Unmarried | Black | Male | 0 | 0 | 30 | Haiti | Young | 0 | <=50K |
45 | Private | 261,192 | HS-grad | 9 | Married-civ-spouse | Other-service | Husband | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
26 | Private | 94,936 | Assoc-acdm | 12 | Never-married | Sales | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
33 | Private | 85,043 | HS-grad | 9 | Never-married | Farming-fishing | Not-in-family | White | Male | 0 | 0 | 20 | United-States | Middle-aged | 0 | <=50K |
22 | State-gov | 293,364 | Some-college | 10 | Never-married | Protective-serv | Own-child | Black | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
43 | Self-emp-not-inc | 241,895 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Male | 0 | 0 | 42 | United-States | Middle-aged | 0 | <=50K |
67 | ? | 36,135 | 11th | 7 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 8 | United-States | Senior | 0 | <=50K |
30 | ? | 151,989 | Assoc-voc | 11 | Divorced | ? | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
56 | Private | 101,128 | Assoc-acdm | 12 | Married-spouse-absent | Other-service | Not-in-family | White | Male | 0 | 0 | 25 | Iran | Middle-aged | 0 | <=50K |
31 | Private | 156,464 | Bachelors | 13 | Never-married | Prof-specialty | Own-child | White | Male | 0 | 0 | 25 | United-States | Middle-aged | 0 | <=50K |
33 | Private | 117,963 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
26 | Private | 192,262 | HS-grad | 9 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
33 | Private | 111,363 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
46 | Local-gov | 329,752 | 11th | 7 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
59 | ? | 372,020 | Bachelors | 13 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
38 | Federal-gov | 95,432 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
65 | Private | 161,400 | 11th | 7 | Widowed | Other-service | Unmarried | Other | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
40 | Private | 96,129 | Assoc-voc | 11 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
42 | Private | 111,949 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
26 | Self-emp-not-inc | 117,125 | 9th | 5 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | Portugal | Young | 0 | <=50K |
36 | Private | 348,022 | 10th | 6 | Married-civ-spouse | Other-service | Wife | White | Female | 0 | 0 | 24 | United-States | Middle-aged | 0 | <=50K |
62 | Private | 270,092 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | >50K |
43 | Private | 180,609 | Bachelors | 13 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
22 | Private | 410,439 | HS-grad | 9 | Married-spouse-absent | Sales | Not-in-family | White | Male | 0 | 0 | 55 | United-States | Young | 0 | <=50K |
28 | Private | 92,262 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
56 | Self-emp-not-inc | 183,081 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
22 | Private | 362,589 | Assoc-acdm | 12 | Never-married | Sales | Not-in-family | White | Female | 0 | 0 | 15 | United-States | Young | 0 | <=50K |
57 | Private | 212,448 | Bachelors | 13 | Divorced | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 45 | United-States | Middle-aged | 0 | >50K |
39 | Private | 481,060 | HS-grad | 9 | Divorced | Sales | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
26 | Federal-gov | 185,885 | Some-college | 10 | Never-married | Adm-clerical | Unmarried | White | Female | 0 | 0 | 15 | United-States | Young | 0 | <=50K |
17 | Private | 89,821 | 11th | 7 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 10 | United-States | Young | 0 | <=50K |
40 | State-gov | 184,018 | Assoc-voc | 11 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 38 | United-States | Middle-aged | 0 | >50K |
45 | Private | 256,649 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
44 | Private | 160,323 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
20 | Local-gov | 350,845 | Some-college | 10 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 0 | 10 | United-States | Young | 0 | <=50K |
33 | Private | 267,404 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Wife | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
23 | Private | 35,633 | Some-college | 10 | Never-married | Sales | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
46 | Self-emp-not-inc | 80,914 | Masters | 14 | Divorced | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
38 | Private | 172,927 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
54 | Private | 174,319 | HS-grad | 9 | Divorced | Transport-moving | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
25 | Private | 344,991 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
46 | Private | 108,699 | Some-college | 10 | Divorced | Sales | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
36 | Local-gov | 117,312 | Some-college | 10 | Married-civ-spouse | Transport-moving | Wife | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
23 | Private | 396,099 | HS-grad | 9 | Never-married | Other-service | Not-in-family | White | Female | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
29 | Private | 134,152 | HS-grad | 9 | Separated | Machine-op-inspct | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
19 | Private | 25,429 | Some-college | 10 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 0 | 16 | United-States | Young | 0 | <=50K |
19 | Private | 232,392 | HS-grad | 9 | Never-married | Other-service | Other-relative | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
35 | Private | 220,098 | HS-grad | 9 | Married-civ-spouse | Other-service | Wife | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
27 | Private | 301,302 | Bachelors | 13 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
46 | Self-emp-not-inc | 277,946 | Assoc-acdm | 12 | Separated | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
34 | Private | 196,164 | HS-grad | 9 | Never-married | Other-service | Not-in-family | White | Female | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
44 | Private | 115,562 | Some-college | 10 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
45 | Private | 96,975 | Some-college | 10 | Divorced | Handlers-cleaners | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
20 | ? | 137,300 | HS-grad | 9 | Never-married | ? | Other-relative | White | Female | 0 | 0 | 35 | United-States | Young | 0 | <=50K |
25 | Private | 86,872 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 55 | United-States | Young | 0 | >50K |
52 | Self-emp-inc | 132,178 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
20 | Private | 416,103 | Some-college | 10 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
28 | Private | 108,574 | Some-college | 10 | Never-married | Other-service | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
50 | State-gov | 288,353 | Bachelors | 13 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
34 | Private | 227,689 | Assoc-voc | 11 | Divorced | Tech-support | Not-in-family | White | Female | 0 | 0 | 64 | United-States | Middle-aged | 0 | <=50K |
28 | Private | 110,145 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
46 | Self-emp-not-inc | 317,253 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 25 | United-States | Middle-aged | 0 | <=50K |
32 | Private | 364,657 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
41 | Local-gov | 42,346 | Some-college | 10 | Divorced | Other-service | Not-in-family | Black | Female | 0 | 0 | 24 | United-States | Middle-aged | 0 | <=50K |
24 | Private | 241,951 | HS-grad | 9 | Never-married | Handlers-cleaners | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
33 | Private | 118,500 | Some-college | 10 | Divorced | Exec-managerial | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
31 | State-gov | 1,033,222 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
35 | Private | 92,440 | 12th | 8 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
52 | Private | 190,762 | 1st-4th | 2 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | Mexico | Middle-aged | 0 | <=50K |
30 | Private | 426,017 | 11th | 7 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 19 | United-States | Middle-aged | 0 | <=50K |
34 | Local-gov | 243,867 | 11th | 7 | Separated | Machine-op-inspct | Not-in-family | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
34 | State-gov | 240,283 | HS-grad | 9 | Divorced | Transport-moving | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
20 | Private | 61,777 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 30 | United-States | Young | 0 | <=50K |
32 | State-gov | 92,003 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
29 | Private | 188,401 | HS-grad | 9 | Divorced | Farming-fishing | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
33 | Private | 228,528 | 10th | 6 | Never-married | Craft-repair | Unmarried | White | Female | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
25 | Private | 133,373 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 60 | United-States | Young | 0 | <=50K |
23 | Private | 204,653 | HS-grad | 9 | Never-married | Handlers-cleaners | Not-in-family | White | Male | 0 | 0 | 72 | Dominican-Republic | Young | 0 | <=50K |
63 | Self-emp-inc | 222,289 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | >50K |
47 | Local-gov | 287,480 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
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