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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38 | Private | 396,595 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | Asian-Pac-Islander | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
20 | ? | 189,203 | Assoc-acdm | 12 | Never-married | ? | Not-in-family | White | Male | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
43 | Self-emp-not-inc | 163,108 | Some-college | 10 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 99 | United-States | Middle-aged | 0 | <=50K |
17 | Private | 141,590 | 11th | 7 | Never-married | Priv-house-serv | Own-child | White | Female | 0 | 0 | 12 | United-States | Young | 0 | <=50K |
36 | Private | 137,421 | 12th | 8 | Never-married | Transport-moving | Not-in-family | Asian-Pac-Islander | Male | 0 | 0 | 45 | ? | Middle-aged | 0 | <=50K |
45 | Private | 330,087 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
51 | Self-emp-not-inc | 204,322 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
29 | Private | 50,295 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 48 | United-States | Young | 0 | <=50K |
35 | Self-emp-not-inc | 147,258 | Assoc-voc | 11 | Never-married | Farming-fishing | Own-child | White | Male | 0 | 0 | 65 | United-States | Middle-aged | 0 | <=50K |
19 | Private | 194,260 | Some-college | 10 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
56 | Private | 437,727 | 9th | 5 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
64 | ? | 34,100 | Some-college | 10 | Widowed | ? | Not-in-family | White | Male | 0 | 0 | 4 | United-States | Senior | 0 | <=50K |
62 | ? | 186,611 | HS-grad | 9 | Never-married | ? | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
24 | Private | 280,960 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Wife | White | Female | 0 | 0 | 24 | United-States | Young | 0 | <=50K |
33 | Private | 33,117 | Assoc-acdm | 12 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
43 | Private | 169,628 | Bachelors | 13 | Never-married | Sales | Unmarried | Black | Female | 0 | 0 | 35 | United-States | Middle-aged | 0 | >50K |
22 | State-gov | 124,942 | Some-college | 10 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 45 | United-States | Young | 0 | <=50K |
44 | Private | 143,368 | Some-college | 10 | Never-married | Other-service | Not-in-family | Black | Male | 0 | 0 | 55 | United-States | Middle-aged | 0 | <=50K |
37 | Private | 255,621 | HS-grad | 9 | Separated | Craft-repair | Not-in-family | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
34 | Self-emp-inc | 154,227 | Some-college | 10 | Never-married | Sales | Not-in-family | White | Male | 0 | 0 | 75 | United-States | Middle-aged | 0 | <=50K |
43 | Private | 171,438 | Assoc-voc | 11 | Separated | Sales | Unmarried | White | Female | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
39 | Private | 191,524 | HS-grad | 9 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
30 | Private | 377,017 | Some-college | 10 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 32 | United-States | Middle-aged | 0 | <=50K |
58 | Private | 192,806 | 7th-8th | 4 | Never-married | Handlers-cleaners | Not-in-family | White | Female | 0 | 0 | 33 | United-States | Middle-aged | 0 | <=50K |
31 | ? | 259,120 | Some-college | 10 | Married-civ-spouse | ? | Wife | White | Female | 0 | 0 | 10 | United-States | Middle-aged | 0 | <=50K |
45 | Local-gov | 234,195 | HS-grad | 9 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
30 | Private | 147,596 | Some-college | 10 | Divorced | Adm-clerical | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
42 | Private | 147,251 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 36 | United-States | Middle-aged | 0 | <=50K |
50 | Private | 176,157 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
25 | Local-gov | 176,162 | Assoc-voc | 11 | Never-married | Protective-serv | Own-child | White | Male | 0 | 0 | 30 | United-States | Young | 0 | <=50K |
34 | Private | 384,150 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
50 | Private | 107,665 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
72 | ? | 82,635 | 11th | 7 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
60 | State-gov | 165,827 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 55 | United-States | Senior | 0 | <=50K |
71 | Self-emp-not-inc | 78,786 | 7th-8th | 4 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 10 | United-States | Senior | 0 | <=50K |
22 | Private | 349,368 | Bachelors | 13 | Never-married | Exec-managerial | Own-child | White | Female | 0 | 0 | 30 | United-States | Young | 0 | <=50K |
52 | Private | 117,674 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 38 | United-States | Middle-aged | 0 | <=50K |
30 | Private | 310,889 | Some-college | 10 | Never-married | Handlers-cleaners | Not-in-family | White | Male | 0 | 0 | 55 | United-States | Middle-aged | 0 | <=50K |
36 | ? | 187,167 | HS-grad | 9 | Separated | ? | Not-in-family | White | Female | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
40 | Private | 379,919 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
31 | Federal-gov | 34,862 | Assoc-acdm | 12 | Married-civ-spouse | Sales | Husband | Asian-Pac-Islander | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
38 | Local-gov | 161,463 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
46 | Private | 186,410 | Prof-school | 15 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
57 | Federal-gov | 62,020 | Prof-school | 15 | Divorced | Exec-managerial | Not-in-family | Black | Male | 0 | 0 | 55 | United-States | Middle-aged | 0 | >50K |
39 | Private | 42,044 | 11th | 7 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
42 | Private | 170,230 | Bachelors | 13 | Divorced | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 55 | United-States | Middle-aged | 0 | >50K |
43 | Private | 341,358 | Assoc-voc | 11 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
22 | Private | 199,426 | Some-college | 10 | Never-married | Sales | Not-in-family | White | Female | 0 | 0 | 17 | United-States | Young | 0 | <=50K |
44 | Private | 89,172 | Bachelors | 13 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
22 | ? | 148,955 | Some-college | 10 | Never-married | ? | Own-child | Asian-Pac-Islander | Female | 0 | 0 | 15 | South | Young | 0 | <=50K |
37 | Private | 140,673 | Some-college | 10 | Married-civ-spouse | Sales | Wife | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
20 | ? | 71,788 | Some-college | 10 | Never-married | ? | Own-child | White | Female | 0 | 0 | 18 | United-States | Young | 0 | <=50K |
26 | State-gov | 326,033 | Bachelors | 13 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 80 | United-States | Young | 0 | <=50K |
35 | Private | 129,305 | HS-grad | 9 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
28 | Private | 171,067 | HS-grad | 9 | Never-married | Handlers-cleaners | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
34 | Private | 143,582 | Some-college | 10 | Never-married | Adm-clerical | Not-in-family | Asian-Pac-Islander | Female | 0 | 0 | 35 | Japan | Middle-aged | 0 | <=50K |
17 | ? | 171,461 | 10th | 6 | Never-married | ? | Own-child | White | Female | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
18 | Private | 257,980 | HS-grad | 9 | Never-married | Machine-op-inspct | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
25 | Private | 182,866 | HS-grad | 9 | Never-married | Machine-op-inspct | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
44 | Self-emp-inc | 69,333 | Bachelors | 13 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
61 | Private | 668,362 | 1st-4th | 2 | Widowed | Handlers-cleaners | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
39 | Private | 132,879 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
19 | ? | 166,018 | Some-college | 10 | Never-married | ? | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
22 | Private | 120,518 | HS-grad | 9 | Widowed | Adm-clerical | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
19 | Private | 183,532 | Some-college | 10 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
45 | Private | 49,298 | Bachelors | 13 | Never-married | Tech-support | Own-child | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
20 | Private | 157,332 | Some-college | 10 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
37 | Private | 213,726 | HS-grad | 9 | Divorced | Machine-op-inspct | Not-in-family | Asian-Pac-Islander | Female | 0 | 0 | 40 | Philippines | Middle-aged | 0 | <=50K |
26 | Private | 31,143 | Some-college | 10 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
17 | ? | 256,173 | 10th | 6 | Never-married | ? | Own-child | White | Female | 0 | 0 | 15 | United-States | Young | 0 | <=50K |
26 | Private | 184,872 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 0 | 0 | 55 | United-States | Young | 0 | >50K |
58 | Private | 202,652 | HS-grad | 9 | Separated | Other-service | Unmarried | White | Female | 0 | 0 | 40 | Dominican-Republic | Middle-aged | 0 | <=50K |
61 | ? | 101,602 | Doctorate | 16 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 25 | United-States | Senior | 0 | >50K |
19 | Private | 292,590 | HS-grad | 9 | Married-civ-spouse | Sales | Other-relative | White | Female | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
36 | Private | 141,420 | Bachelors | 13 | Divorced | Handlers-cleaners | Not-in-family | White | Male | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
47 | Private | 159,389 | Assoc-acdm | 12 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
62 | Private | 254,534 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
36 | State-gov | 89,508 | Prof-school | 15 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
38 | Self-emp-not-inc | 238,980 | Some-college | 10 | Never-married | Sales | Not-in-family | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
54 | Private | 178,946 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 48 | United-States | Middle-aged | 0 | >50K |
31 | Private | 204,752 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
26 | Private | 290,213 | Some-college | 10 | Separated | Farming-fishing | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
41 | Private | 291,965 | Some-college | 10 | Never-married | Tech-support | Unmarried | Asian-Pac-Islander | Female | 0 | 0 | 40 | Philippines | Middle-aged | 0 | <=50K |
52 | Local-gov | 175,339 | Bachelors | 13 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
28 | Private | 90,547 | HS-grad | 9 | Married-civ-spouse | Other-service | Wife | Black | Female | 0 | 0 | 23 | United-States | Young | 0 | <=50K |
23 | ? | 449,101 | HS-grad | 9 | Married-civ-spouse | ? | Own-child | White | Female | 0 | 0 | 30 | United-States | Young | 0 | <=50K |
32 | ? | 981,628 | HS-grad | 9 | Divorced | ? | Unmarried | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
59 | ? | 147,989 | HS-grad | 9 | Widowed | ? | Not-in-family | White | Female | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
30 | Self-emp-inc | 204,470 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 36 | United-States | Middle-aged | 0 | >50K |
31 | Private | 190,027 | HS-grad | 9 | Never-married | Other-service | Other-relative | Black | Female | 0 | 0 | 40 | ? | Middle-aged | 0 | <=50K |
36 | Private | 218,015 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 48 | United-States | Middle-aged | 0 | <=50K |
31 | State-gov | 77,634 | Preschool | 1 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 24 | United-States | Middle-aged | 0 | <=50K |
52 | Self-emp-not-inc | 42,984 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 70 | United-States | Middle-aged | 0 | >50K |
48 | Self-emp-not-inc | 218,835 | Masters | 14 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 50 | England | Middle-aged | 0 | <=50K |
58 | Private | 252,419 | 11th | 7 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
20 | Federal-gov | 347,935 | Some-college | 10 | Never-married | Protective-serv | Own-child | Black | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
19 | Private | 237,848 | Some-college | 10 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 3 | United-States | Young | 0 | <=50K |
63 | Private | 174,826 | HS-grad | 9 | Divorced | Other-service | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
51 | Self-emp-not-inc | 170,086 | Bachelors | 13 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | >50K |
53 | Private | 470,368 | Assoc-acdm | 12 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 48 | United-States | Middle-aged | 0 | <=50K |
Subsets and Splits