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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34 | Private | 180,284 | Some-college | 10 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
56 | Self-emp-inc | 75,214 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 32 | United-States | Middle-aged | 0 | >50K |
42 | Private | 284,758 | HS-grad | 9 | Divorced | Exec-managerial | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
45 | Self-emp-inc | 188,330 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
40 | Private | 198,096 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
29 | Private | 163,265 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
35 | Federal-gov | 128,608 | Bachelors | 13 | Never-married | Exec-managerial | Own-child | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
47 | Private | 107,460 | HS-grad | 9 | Separated | Exec-managerial | Unmarried | White | Female | 0 | 0 | 37 | United-States | Middle-aged | 0 | <=50K |
51 | Private | 251,841 | Assoc-voc | 11 | Never-married | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 43 | United-States | Middle-aged | 0 | <=50K |
28 | Private | 403,671 | HS-grad | 9 | Never-married | Other-service | Other-relative | White | Male | 0 | 0 | 40 | Mexico | Young | 0 | <=50K |
58 | Private | 159,378 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | >50K |
24 | Private | 170,070 | HS-grad | 9 | Never-married | Machine-op-inspct | Own-child | White | Female | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
46 | State-gov | 192,323 | HS-grad | 9 | Divorced | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
57 | Private | 135,796 | 10th | 6 | Married-civ-spouse | Machine-op-inspct | Husband | Black | Male | 0 | 0 | 48 | United-States | Middle-aged | 0 | <=50K |
22 | Private | 232,985 | HS-grad | 9 | Never-married | Handlers-cleaners | Other-relative | White | Male | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
28 | Private | 34,532 | Bachelors | 13 | Never-married | Tech-support | Not-in-family | Black | Male | 0 | 0 | 30 | Jamaica | Young | 0 | <=50K |
17 | ? | 371,316 | 10th | 6 | Never-married | ? | Own-child | White | Male | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
23 | Private | 236,994 | HS-grad | 9 | Never-married | Sales | Own-child | White | Male | 0 | 0 | 60 | United-States | Young | 0 | <=50K |
19 | Private | 208,366 | HS-grad | 9 | Never-married | Handlers-cleaners | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
66 | State-gov | 102,640 | HS-grad | 9 | Widowed | Prof-specialty | Unmarried | Black | Female | 0 | 0 | 35 | United-States | Senior | 0 | <=50K |
38 | Private | 111,377 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 55 | United-States | Middle-aged | 0 | <=50K |
39 | Federal-gov | 472,166 | Some-college | 10 | Divorced | Exec-managerial | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
39 | ? | 86,551 | 12th | 8 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
39 | Private | 294,919 | HS-grad | 9 | Divorced | Transport-moving | Own-child | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
22 | Private | 408,383 | Some-college | 10 | Never-married | Transport-moving | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
36 | Private | 255,454 | HS-grad | 9 | Never-married | Craft-repair | Own-child | Black | Male | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
32 | Private | 193,260 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | Asian-Pac-Islander | Male | 0 | 0 | 40 | Philippines | Middle-aged | 0 | <=50K |
29 | ? | 191,935 | HS-grad | 9 | Never-married | ? | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
43 | Local-gov | 125,461 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
51 | Private | 97,005 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
42 | Private | 183,319 | 5th-6th | 3 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
32 | State-gov | 167,049 | 12th | 8 | Never-married | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
34 | Private | 185,216 | Some-college | 10 | Never-married | Adm-clerical | Own-child | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
51 | Private | 161,838 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 57 | United-States | Middle-aged | 0 | <=50K |
38 | Private | 165,848 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 44 | United-States | Middle-aged | 0 | <=50K |
21 | Private | 138,816 | HS-grad | 9 | Never-married | Handlers-cleaners | Own-child | Black | Male | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
33 | Self-emp-not-inc | 99,761 | Bachelors | 13 | Never-married | Other-service | Not-in-family | White | Female | 0 | 0 | 15 | United-States | Middle-aged | 0 | <=50K |
34 | Private | 112,139 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
32 | Private | 129,020 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
38 | ? | 365,465 | Assoc-voc | 11 | Never-married | ? | Own-child | White | Male | 0 | 0 | 15 | United-States | Middle-aged | 0 | <=50K |
27 | Self-emp-not-inc | 259,873 | HS-grad | 9 | Married-civ-spouse | Other-service | Husband | Black | Male | 0 | 0 | 60 | United-States | Young | 0 | >50K |
35 | Self-emp-inc | 89,622 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
29 | State-gov | 201,556 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
40 | Private | 176,286 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
46 | Private | 192,894 | 7th-8th | 4 | Married-civ-spouse | Farming-fishing | Husband | Black | Male | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
37 | Private | 172,232 | HS-grad | 9 | Never-married | Other-service | Unmarried | Black | Female | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
44 | Private | 215,304 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | >50K |
25 | Private | 185,952 | Masters | 14 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 30 | United-States | Young | 0 | <=50K |
38 | Private | 216,845 | HS-grad | 9 | Never-married | Sales | Unmarried | White | Male | 0 | 0 | 42 | United-States | Middle-aged | 0 | <=50K |
34 | Local-gov | 35,683 | Assoc-acdm | 12 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 10 | United-States | Middle-aged | 0 | <=50K |
46 | Private | 102,359 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
20 | Private | 200,089 | 5th-6th | 3 | Never-married | Handlers-cleaners | Unmarried | White | Male | 0 | 0 | 30 | Guatemala | Young | 0 | <=50K |
47 | State-gov | 207,120 | Assoc-voc | 11 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 38 | United-States | Middle-aged | 0 | >50K |
46 | Private | 295,334 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | >50K |
34 | Private | 234,537 | Assoc-acdm | 12 | Divorced | Sales | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
61 | Private | 142,922 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
55 | State-gov | 181,641 | Some-college | 10 | Divorced | Prof-specialty | Not-in-family | Black | Female | 0 | 0 | 37 | United-States | Middle-aged | 0 | <=50K |
36 | Private | 185,325 | HS-grad | 9 | Never-married | Transport-moving | Not-in-family | White | Male | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
22 | Private | 379,778 | HS-grad | 9 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
34 | Private | 176,117 | Some-college | 10 | Never-married | Sales | Own-child | Black | Female | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
33 | Private | 100,228 | Some-college | 10 | Never-married | Machine-op-inspct | Not-in-family | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
27 | Private | 150,296 | HS-grad | 9 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 32 | United-States | Young | 0 | <=50K |
20 | Private | 653,574 | Some-college | 10 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 33 | El-Salvador | Young | 0 | <=50K |
38 | Private | 175,441 | HS-grad | 9 | Never-married | Handlers-cleaners | Not-in-family | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
30 | Private | 333,119 | Some-college | 10 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
21 | Private | 89,154 | 11th | 7 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 42 | El-Salvador | Young | 0 | <=50K |
60 | Private | 198,727 | HS-grad | 9 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 30 | United-States | Senior | 0 | <=50K |
43 | Private | 87,284 | Some-college | 10 | Never-married | Handlers-cleaners | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
36 | Private | 180,686 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | >50K |
23 | Private | 227,070 | Some-college | 10 | Never-married | Other-service | Unmarried | White | Female | 0 | 0 | 48 | El-Salvador | Young | 0 | <=50K |
25 | Local-gov | 348,986 | HS-grad | 9 | Never-married | Handlers-cleaners | Other-relative | Black | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
38 | Private | 96,185 | HS-grad | 9 | Divorced | Other-service | Unmarried | Black | Female | 0 | 0 | 32 | United-States | Middle-aged | 0 | <=50K |
22 | Private | 112,693 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 35 | United-States | Young | 0 | <=50K |
23 | Private | 417,605 | 5th-6th | 3 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | Mexico | Young | 0 | <=50K |
61 | Self-emp-not-inc | 140,300 | HS-grad | 9 | Never-married | Sales | Not-in-family | White | Female | 0 | 0 | 44 | United-States | Senior | 0 | <=50K |
28 | Private | 340,408 | Some-college | 10 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 46 | United-States | Young | 0 | <=50K |
17 | ? | 187,539 | 11th | 7 | Never-married | ? | Own-child | White | Female | 0 | 0 | 10 | United-States | Young | 0 | <=50K |
21 | Private | 237,051 | Some-college | 10 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
49 | Private | 175,622 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
37 | Private | 389,725 | 12th | 8 | Divorced | Craft-repair | Own-child | White | Male | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
23 | Private | 182,812 | Some-college | 10 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 40 | Dominican-Republic | Young | 0 | <=50K |
34 | Local-gov | 93,886 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 46 | United-States | Middle-aged | 0 | >50K |
21 | Private | 502,837 | HS-grad | 9 | Never-married | Machine-op-inspct | Own-child | White | Female | 0 | 0 | 40 | Peru | Young | 0 | <=50K |
27 | State-gov | 212,232 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | Black | Male | 0 | 0 | 40 | United-States | Young | 0 | >50K |
57 | Private | 300,104 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 84 | United-States | Middle-aged | 0 | >50K |
22 | Private | 156,933 | HS-grad | 9 | Never-married | Handlers-cleaners | Own-child | Black | Male | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
20 | Private | 286,734 | Some-college | 10 | Never-married | Adm-clerical | Not-in-family | Other | Female | 0 | 0 | 35 | United-States | Young | 0 | <=50K |
49 | Self-emp-inc | 143,482 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 65 | United-States | Middle-aged | 0 | >50K |
38 | Private | 226,357 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
40 | Private | 104,892 | Bachelors | 13 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
37 | Self-emp-not-inc | 272,090 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 0 | 0 | 20 | United-States | Middle-aged | 0 | <=50K |
57 | Private | 204,816 | Masters | 14 | Divorced | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
56 | Private | 230,039 | 7th-8th | 4 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
41 | Private | 242,619 | Assoc-acdm | 12 | Divorced | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 80 | United-States | Middle-aged | 0 | <=50K |
50 | Self-emp-not-inc | 131,982 | HS-grad | 9 | Married-civ-spouse | Other-service | Husband | Asian-Pac-Islander | Male | 0 | 0 | 60 | South | Middle-aged | 0 | <=50K |
33 | Private | 87,310 | 9th | 5 | Never-married | Machine-op-inspct | Not-in-family | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
29 | Private | 134,566 | Masters | 14 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
35 | Private | 239,409 | 10th | 6 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
36 | Private | 203,717 | HS-grad | 9 | Divorced | Craft-repair | Unmarried | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
30 | Self-emp-not-inc | 65,278 | Assoc-acdm | 12 | Never-married | Craft-repair | Own-child | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
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