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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
35 | ? | 35,854 | Some-college | 10 | Never-married | ? | Own-child | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
26 | Private | 746,432 | HS-grad | 9 | Never-married | Handlers-cleaners | Own-child | Black | Male | 0 | 0 | 48 | United-States | Young | 0 | <=50K |
47 | Self-emp-not-inc | 258,498 | Some-college | 10 | Married-civ-spouse | Other-service | Wife | White | Female | 0 | 0 | 52 | United-States | Middle-aged | 0 | <=50K |
44 | Private | 176,063 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
80 | Self-emp-not-inc | 26,865 | 7th-8th | 4 | Never-married | Farming-fishing | Unmarried | White | Male | 0 | 0 | 20 | United-States | Senior | 0 | <=50K |
55 | Private | 104,724 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
43 | Private | 346,321 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | >50K |
49 | Private | 402,462 | Bachelors | 13 | Married-spouse-absent | Transport-moving | Unmarried | White | Male | 0 | 0 | 30 | Columbia | Middle-aged | 0 | <=50K |
27 | Private | 153,078 | Prof-school | 15 | Never-married | Prof-specialty | Own-child | Asian-Pac-Islander | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
39 | Private | 451,059 | 9th | 5 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
36 | ? | 229,533 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
32 | Private | 106,437 | HS-grad | 9 | Separated | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
58 | Local-gov | 294,313 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Wife | Black | Female | 0 | 0 | 55 | United-States | Middle-aged | 0 | <=50K |
63 | Private | 67,903 | 9th | 5 | Separated | Farming-fishing | Not-in-family | Black | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
49 | Private | 133,669 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
36 | Self-emp-inc | 251,730 | Some-college | 10 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | >50K |
46 | Private | 72,896 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
39 | Private | 206,520 | HS-grad | 9 | Never-married | Adm-clerical | Not-in-family | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
33 | Private | 72,338 | Prof-school | 15 | Married-civ-spouse | Exec-managerial | Husband | Asian-Pac-Islander | Male | 0 | 0 | 65 | Japan | Middle-aged | 0 | >50K |
30 | Private | 236,543 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 68 | United-States | Middle-aged | 0 | <=50K |
39 | Local-gov | 43,702 | Assoc-voc | 11 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 0 | 0 | 37 | United-States | Middle-aged | 0 | <=50K |
44 | Private | 335,248 | Some-college | 10 | Divorced | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
27 | Private | 198,197 | Bachelors | 13 | Never-married | Tech-support | Not-in-family | White | Male | 0 | 0 | 45 | United-States | Young | 0 | <=50K |
80 | ? | 281,768 | Assoc-acdm | 12 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 4 | United-States | Senior | 0 | <=50K |
31 | Private | 160,594 | Assoc-acdm | 12 | Never-married | Prof-specialty | Own-child | White | Male | 0 | 0 | 3 | United-States | Middle-aged | 0 | <=50K |
34 | Local-gov | 231,826 | HS-grad | 9 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | El-Salvador | Middle-aged | 0 | <=50K |
28 | Private | 188,171 | Assoc-acdm | 12 | Never-married | Transport-moving | Own-child | White | Male | 0 | 0 | 60 | United-States | Young | 0 | <=50K |
55 | Private | 125,000 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
36 | Private | 166,509 | HS-grad | 9 | Divorced | Craft-repair | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
67 | Local-gov | 204,123 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 10 | United-States | Senior | 0 | <=50K |
53 | Self-emp-inc | 220,786 | Some-college | 10 | Widowed | Sales | Not-in-family | White | Female | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
29 | Local-gov | 152,461 | Bachelors | 13 | Never-married | Tech-support | Not-in-family | White | Female | 0 | 0 | 42 | United-States | Young | 0 | <=50K |
19 | Private | 223,669 | Some-college | 10 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 30 | United-States | Young | 0 | <=50K |
51 | Private | 120,270 | Assoc-voc | 11 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
21 | Self-emp-not-inc | 304,602 | Assoc-voc | 11 | Never-married | Farming-fishing | Own-child | White | Male | 0 | 0 | 98 | United-States | Young | 0 | <=50K |
54 | Private | 24,108 | Some-college | 10 | Separated | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
41 | Private | 93,885 | Some-college | 10 | Divorced | Sales | Unmarried | White | Female | 0 | 0 | 48 | United-States | Middle-aged | 0 | <=50K |
28 | Private | 210,765 | HS-grad | 9 | Never-married | Craft-repair | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
31 | Private | 191,276 | Assoc-voc | 11 | Divorced | Handlers-cleaners | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
82 | Self-emp-not-inc | 71,438 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 20 | United-States | Senior | 0 | <=50K |
23 | Private | 330,571 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 16 | United-States | Young | 0 | <=50K |
40 | Local-gov | 138,634 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
35 | Private | 112,264 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
24 | Private | 205,865 | HS-grad | 9 | Never-married | Sales | Unmarried | White | Male | 0 | 0 | 45 | United-States | Young | 0 | <=50K |
21 | Private | 224,640 | Some-college | 10 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
27 | Private | 180,758 | Some-college | 10 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 30 | United-States | Young | 0 | <=50K |
29 | ? | 499,935 | Assoc-voc | 11 | Never-married | ? | Unmarried | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
40 | Self-emp-not-inc | 107,762 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
17 | Private | 214,787 | 12th | 8 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
27 | Private | 211,032 | 1st-4th | 2 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | Mexico | Young | 0 | <=50K |
34 | Private | 208,353 | HS-grad | 9 | Never-married | Machine-op-inspct | Own-child | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
18 | Private | 157,273 | 10th | 6 | Never-married | Other-service | Other-relative | Black | Male | 0 | 0 | 15 | United-States | Young | 0 | <=50K |
39 | Private | 75,891 | Bachelors | 13 | Divorced | Tech-support | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
34 | Self-emp-inc | 177,675 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 65 | United-States | Middle-aged | 0 | >50K |
44 | Private | 182,370 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
18 | ? | 200,525 | 11th | 7 | Never-married | ? | Own-child | White | Female | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
28 | Private | 95,566 | 1st-4th | 2 | Married-spouse-absent | Other-service | Own-child | Other | Female | 0 | 0 | 35 | Dominican-Republic | Young | 0 | <=50K |
30 | Private | 30,290 | HS-grad | 9 | Never-married | Machine-op-inspct | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
60 | Private | 240,951 | HS-grad | 9 | Divorced | Adm-clerical | Other-relative | White | Female | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
58 | Private | 183,810 | HS-grad | 9 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 24 | United-States | Middle-aged | 0 | <=50K |
49 | Private | 94,342 | Bachelors | 13 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
61 | Self-emp-inc | 148,577 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 55 | United-States | Senior | 0 | >50K |
27 | Private | 103,634 | HS-grad | 9 | Divorced | Adm-clerical | Not-in-family | White | Male | 0 | 0 | 38 | United-States | Young | 0 | <=50K |
59 | Self-emp-not-inc | 83,542 | Assoc-acdm | 12 | Divorced | Tech-support | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
52 | Federal-gov | 76,131 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Wife | Asian-Pac-Islander | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
42 | Federal-gov | 262,402 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
27 | Private | 198,286 | Some-college | 10 | Never-married | Other-service | Not-in-family | White | Female | 0 | 0 | 34 | United-States | Young | 0 | <=50K |
41 | Self-emp-inc | 145,441 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
35 | ? | 273,558 | Some-college | 10 | Never-married | ? | Not-in-family | Black | Male | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
50 | Local-gov | 117,496 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 24 | United-States | Middle-aged | 0 | <=50K |
36 | Private | 128,876 | 10th | 6 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
21 | Private | 199,698 | HS-grad | 9 | Never-married | Farming-fishing | Own-child | White | Male | 0 | 0 | 45 | United-States | Young | 0 | <=50K |
38 | Private | 65,390 | Assoc-acdm | 12 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
46 | Private | 128,645 | Some-college | 10 | Divorced | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
59 | Private | 53,481 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
55 | Private | 92,215 | HS-grad | 9 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
59 | Self-emp-inc | 187,502 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
38 | Private | 242,080 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 55 | United-States | Middle-aged | 0 | >50K |
22 | Private | 41,837 | Some-college | 10 | Never-married | Transport-moving | Own-child | White | Male | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
28 | Private | 291,374 | 12th | 8 | Never-married | Sales | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
59 | Private | 159,008 | Some-college | 10 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 56 | United-States | Middle-aged | 0 | <=50K |
37 | Private | 271,013 | HS-grad | 9 | Divorced | Handlers-cleaners | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
33 | Private | 199,046 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
34 | Private | 164,280 | 10th | 6 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 40 | Portugal | Middle-aged | 0 | <=50K |
55 | Private | 100,054 | 10th | 6 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
18 | Private | 183,824 | 12th | 8 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 30 | United-States | Young | 0 | <=50K |
48 | Private | 313,925 | Assoc-acdm | 12 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 30 | United-States | Middle-aged | 0 | >50K |
48 | Private | 379,883 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | Cuba | Middle-aged | 0 | >50K |
70 | ? | 92,593 | Some-college | 10 | Widowed | ? | Not-in-family | White | Female | 0 | 0 | 25 | United-States | Senior | 0 | <=50K |
27 | Private | 189,777 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
43 | Private | 198,330 | Masters | 14 | Widowed | Prof-specialty | Unmarried | Black | Female | 0 | 0 | 37 | United-States | Middle-aged | 0 | <=50K |
32 | Private | 127,451 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 38 | United-States | Middle-aged | 0 | >50K |
62 | ? | 31,577 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 18 | United-States | Senior | 0 | <=50K |
18 | ? | 90,230 | HS-grad | 9 | Never-married | ? | Own-child | White | Male | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
50 | Private | 301,024 | Bachelors | 13 | Separated | Sales | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
38 | Self-emp-not-inc | 175,732 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | Amer-Indian-Eskimo | Male | 0 | 0 | 15 | United-States | Middle-aged | 0 | <=50K |
18 | Private | 218,889 | 9th | 5 | Never-married | Other-service | Own-child | Black | Male | 0 | 0 | 35 | United-States | Young | 0 | <=50K |
46 | Private | 117,605 | 9th | 5 | Divorced | Sales | Not-in-family | White | Male | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
26 | Private | 154,571 | Some-college | 10 | Never-married | Machine-op-inspct | Not-in-family | Asian-Pac-Islander | Male | 0 | 0 | 45 | United-States | Young | 0 | >50K |
44 | Private | 228,057 | 7th-8th | 4 | Married-civ-spouse | Machine-op-inspct | Wife | White | Female | 0 | 0 | 40 | Dominican-Republic | Middle-aged | 0 | <=50K |
Subsets and Splits