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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23 | Private | 267,471 | 12th | 8 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
22 | Private | 186,849 | 11th | 7 | Divorced | Sales | Own-child | White | Male | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
65 | Private | 174,603 | 5th-6th | 3 | Widowed | Machine-op-inspct | Not-in-family | White | Female | 0 | 0 | 10 | Italy | Senior | 0 | <=50K |
34 | Private | 115,040 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 44 | United-States | Middle-aged | 0 | <=50K |
45 | Self-emp-not-inc | 49,595 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 80 | United-States | Middle-aged | 0 | <=50K |
19 | Private | 127,491 | HS-grad | 9 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
23 | Private | 122,272 | Some-college | 10 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
37 | Private | 143,771 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | >50K |
59 | Private | 91,384 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
36 | State-gov | 135,874 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
51 | Private | 172,493 | Some-college | 10 | Never-married | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 12 | United-States | Middle-aged | 0 | <=50K |
42 | Local-gov | 189,956 | Bachelors | 13 | Divorced | Prof-specialty | Unmarried | Black | Female | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
35 | Private | 106,967 | Masters | 14 | Never-married | Sales | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
20 | Private | 200,153 | HS-grad | 9 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 38 | United-States | Young | 0 | <=50K |
41 | Private | 151,736 | 10th | 6 | Never-married | Machine-op-inspct | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
40 | Private | 67,852 | HS-grad | 9 | Divorced | Transport-moving | Not-in-family | White | Male | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
36 | Private | 54,229 | Assoc-acdm | 12 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 0 | 0 | 37 | United-States | Middle-aged | 0 | <=50K |
34 | Self-emp-inc | 154,120 | Masters | 14 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | >50K |
44 | Self-emp-not-inc | 157,217 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Male | 0 | 0 | 42 | United-States | Middle-aged | 0 | <=50K |
31 | Federal-gov | 381,645 | Bachelors | 13 | Separated | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
41 | Local-gov | 160,785 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
43 | Private | 133,584 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
43 | Private | 170,230 | Masters | 14 | Never-married | Tech-support | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
19 | Private | 128,363 | Some-college | 10 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 30 | United-States | Young | 0 | <=50K |
43 | Local-gov | 163,434 | Bachelors | 13 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 55 | United-States | Middle-aged | 0 | >50K |
50 | Private | 195,690 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
44 | Self-emp-inc | 138,991 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
46 | Private | 118,419 | HS-grad | 9 | Divorced | Machine-op-inspct | Unmarried | White | Male | 0 | 0 | 38 | United-States | Middle-aged | 0 | <=50K |
52 | Self-emp-not-inc | 185,407 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
52 | Self-emp-not-inc | 283,079 | HS-grad | 9 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
18 | Private | 119,655 | 12th | 8 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 0 | 12 | United-States | Young | 0 | <=50K |
29 | Private | 153,416 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 55 | United-States | Young | 0 | <=50K |
19 | ? | 204,868 | HS-grad | 9 | Married-civ-spouse | ? | Wife | White | Female | 0 | 0 | 36 | United-States | Young | 0 | <=50K |
34 | Private | 220,362 | Bachelors | 13 | Never-married | Exec-managerial | Own-child | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
23 | Local-gov | 203,078 | Some-college | 10 | Married-civ-spouse | Protective-serv | Husband | Black | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
64 | State-gov | 104,361 | Some-college | 10 | Separated | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 65 | United-States | Senior | 0 | <=50K |
68 | Private | 274,096 | 10th | 6 | Divorced | Transport-moving | Not-in-family | White | Male | 0 | 0 | 20 | United-States | Senior | 0 | <=50K |
42 | State-gov | 455,553 | HS-grad | 9 | Never-married | Adm-clerical | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
41 | Private | 112,283 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | >50K |
41 | Self-emp-inc | 64,506 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
22 | State-gov | 24,395 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
27 | Private | 100,669 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | Asian-Pac-Islander | Male | 0 | 0 | 40 | Philippines | Young | 0 | >50K |
25 | Private | 178,025 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
49 | ? | 113,913 | HS-grad | 9 | Married-civ-spouse | ? | Wife | White | Female | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
28 | Private | 55,191 | Assoc-acdm | 12 | Never-married | Handlers-cleaners | Not-in-family | White | Male | 0 | 0 | 45 | United-States | Young | 0 | <=50K |
23 | Local-gov | 162,551 | Bachelors | 13 | Never-married | Prof-specialty | Own-child | Asian-Pac-Islander | Female | 0 | 0 | 35 | China | Young | 0 | <=50K |
19 | Private | 693,066 | 12th | 8 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 15 | United-States | Young | 0 | <=50K |
72 | ? | 96,867 | 5th-6th | 3 | Widowed | ? | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
33 | Private | 256,362 | Some-college | 10 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
53 | Private | 539,864 | Some-college | 10 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 20 | United-States | Middle-aged | 0 | <=50K |
35 | Private | 241,153 | Assoc-voc | 11 | Never-married | Tech-support | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
31 | Private | 284,395 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
18 | Private | 180,039 | 12th | 8 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
45 | Private | 178,416 | Assoc-voc | 11 | Divorced | Handlers-cleaners | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
28 | Private | 175,710 | Bachelors | 13 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 30 | ? | Young | 0 | <=50K |
22 | Local-gov | 164,775 | 5th-6th | 3 | Never-married | Handlers-cleaners | Other-relative | White | Male | 0 | 0 | 40 | Guatemala | Young | 0 | >50K |
55 | Private | 176,897 | Some-college | 10 | Divorced | Tech-support | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
22 | Private | 193,090 | HS-grad | 9 | Never-married | Sales | Not-in-family | White | Female | 0 | 0 | 37 | United-States | Young | 0 | <=50K |
28 | Private | 175,262 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
19 | Private | 109,928 | 11th | 7 | Never-married | Sales | Own-child | Black | Female | 0 | 0 | 35 | United-States | Young | 0 | <=50K |
50 | Private | 177,896 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
31 | Private | 181,372 | HS-grad | 9 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
40 | Private | 70,645 | Preschool | 1 | Never-married | Other-service | Not-in-family | White | Female | 0 | 0 | 20 | United-States | Middle-aged | 0 | <=50K |
51 | Private | 128,272 | 9th | 5 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
56 | Private | 106,723 | HS-grad | 9 | Divorced | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
21 | Private | 122,348 | Some-college | 10 | Never-married | Tech-support | Own-child | White | Female | 0 | 0 | 35 | United-States | Young | 0 | <=50K |
22 | Private | 254,547 | Some-college | 10 | Never-married | Exec-managerial | Unmarried | Black | Female | 0 | 0 | 40 | Jamaica | Young | 0 | <=50K |
44 | Private | 33,105 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | Amer-Indian-Eskimo | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
30 | Private | 215,441 | Some-college | 10 | Never-married | Adm-clerical | Not-in-family | Other | Male | 0 | 0 | 40 | ? | Middle-aged | 0 | <=50K |
44 | Local-gov | 197,919 | Some-college | 10 | Divorced | Other-service | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
41 | Private | 206,139 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
47 | Private | 117,849 | Assoc-acdm | 12 | Divorced | Sales | Own-child | White | Male | 0 | 0 | 44 | United-States | Middle-aged | 0 | <=50K |
26 | Private | 323,044 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 45 | Germany | Young | 0 | >50K |
34 | Private | 90,415 | Assoc-voc | 11 | Never-married | Tech-support | Not-in-family | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
36 | Private | 127,573 | HS-grad | 9 | Separated | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 38 | United-States | Middle-aged | 0 | <=50K |
21 | Private | 180,190 | Assoc-voc | 11 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 46 | United-States | Young | 0 | <=50K |
45 | State-gov | 231,013 | Bachelors | 13 | Divorced | Protective-serv | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
33 | Private | 356,015 | HS-grad | 9 | Separated | Craft-repair | Not-in-family | Amer-Indian-Eskimo | Male | 0 | 0 | 35 | Hong | Middle-aged | 0 | <=50K |
33 | Private | 198,069 | HS-grad | 9 | Never-married | Machine-op-inspct | Not-in-family | White | Male | 0 | 0 | 65 | United-States | Middle-aged | 0 | <=50K |
58 | Self-emp-not-inc | 99,141 | HS-grad | 9 | Divorced | Farming-fishing | Unmarried | White | Female | 0 | 0 | 10 | United-States | Middle-aged | 0 | <=50K |
31 | Private | 188,246 | Assoc-acdm | 12 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
32 | Self-emp-not-inc | 116,508 | Some-college | 10 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
44 | Federal-gov | 38,434 | Bachelors | 13 | Widowed | Exec-managerial | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
24 | Private | 128,477 | Masters | 14 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
49 | Private | 185,041 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
37 | Self-emp-not-inc | 103,925 | Bachelors | 13 | Married-civ-spouse | Sales | Wife | White | Female | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
42 | Self-emp-not-inc | 34,037 | Bachelors | 13 | Never-married | Farming-fishing | Own-child | White | Male | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
19 | Private | 57,145 | HS-grad | 9 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
41 | Private | 182,108 | Doctorate | 16 | Never-married | Machine-op-inspct | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
51 | Self-emp-inc | 213,296 | HS-grad | 9 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
51 | Self-emp-inc | 28,765 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | >50K |
63 | Private | 37,792 | 10th | 6 | Widowed | Other-service | Not-in-family | White | Female | 0 | 0 | 31 | United-States | Senior | 0 | <=50K |
39 | Federal-gov | 232,036 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
30 | Private | 33,678 | HS-grad | 9 | Never-married | Sales | Own-child | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
62 | Without-pay | 159,908 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 0 | 0 | 16 | United-States | Senior | 0 | <=50K |
27 | Private | 176,761 | HS-grad | 9 | Never-married | Craft-repair | Other-relative | Other | Male | 0 | 0 | 40 | Nicaragua | Young | 0 | <=50K |
37 | Local-gov | 180,342 | Bachelors | 13 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
42 | Private | 204,235 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
37 | Private | 249,720 | Assoc-voc | 11 | Married-spouse-absent | Sales | Unmarried | Black | Female | 0 | 0 | 32 | United-States | Middle-aged | 0 | <=50K |
42 | Local-gov | 201,495 | Some-college | 10 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 72 | United-States | Middle-aged | 0 | >50K |
Subsets and Splits