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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
41 | Self-emp-not-inc | 204,235 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
31 | Private | 39,054 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 20 | United-States | Middle-aged | 0 | <=50K |
64 | Self-emp-inc | 272,531 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | >50K |
45 | Private | 358,701 | 12th | 8 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 10 | Mexico | Middle-aged | 0 | <=50K |
47 | Private | 217,750 | HS-grad | 9 | Married-civ-spouse | Other-service | Wife | White | Female | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
22 | Private | 200,374 | HS-grad | 9 | Never-married | Machine-op-inspct | Other-relative | White | Male | 0 | 0 | 35 | United-States | Young | 0 | <=50K |
24 | Private | 498,349 | Bachelors | 13 | Never-married | Transport-moving | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
69 | State-gov | 170,458 | HS-grad | 9 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 20 | United-States | Senior | 0 | <=50K |
40 | Self-emp-not-inc | 57,233 | Assoc-voc | 11 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
45 | Private | 188,432 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
31 | Private | 225,779 | HS-grad | 9 | Never-married | Machine-op-inspct | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
48 | Private | 46,677 | Assoc-acdm | 12 | Divorced | Exec-managerial | Unmarried | White | Female | 0 | 0 | 42 | United-States | Middle-aged | 0 | <=50K |
41 | Private | 227,968 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | Black | Female | 0 | 0 | 35 | Haiti | Middle-aged | 0 | >50K |
34 | Private | 85,355 | Bachelors | 13 | Never-married | Adm-clerical | Own-child | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
48 | Private | 207,120 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
20 | Private | 224,640 | Assoc-acdm | 12 | Never-married | Exec-managerial | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
39 | Private | 139,012 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Husband | Asian-Pac-Islander | Male | 0 | 0 | 40 | Philippines | Middle-aged | 0 | >50K |
40 | Federal-gov | 130,749 | Some-college | 10 | Divorced | Exec-managerial | Not-in-family | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
28 | Private | 204,516 | 10th | 6 | Never-married | Transport-moving | Not-in-family | White | Male | 0 | 0 | 45 | United-States | Young | 0 | <=50K |
20 | Private | 105,479 | Some-college | 10 | Never-married | Sales | Not-in-family | White | Female | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
41 | Private | 197,093 | Bachelors | 13 | Divorced | Prof-specialty | Not-in-family | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
49 | Self-emp-inc | 431,245 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
24 | Private | 155,150 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
35 | State-gov | 216,035 | HS-grad | 9 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
22 | Private | 388,247 | Some-college | 10 | Never-married | Sales | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
23 | Private | 208,908 | Bachelors | 13 | Never-married | Other-service | Not-in-family | White | Female | 0 | 0 | 30 | United-States | Young | 0 | <=50K |
23 | Private | 259,301 | HS-grad | 9 | Divorced | Exec-managerial | Unmarried | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
34 | Private | 167,893 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 64 | United-States | Middle-aged | 0 | >50K |
54 | Private | 146,551 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 54 | United-States | Middle-aged | 0 | >50K |
48 | Private | 238,360 | Bachelors | 13 | Separated | Adm-clerical | Unmarried | Asian-Pac-Islander | Female | 0 | 0 | 40 | Philippines | Middle-aged | 0 | <=50K |
38 | Private | 187,748 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
48 | State-gov | 50,748 | Bachelors | 13 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
22 | Private | 50,136 | 5th-6th | 3 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 40 | El-Salvador | Young | 0 | <=50K |
42 | Private | 111,483 | Bachelors | 13 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
31 | Private | 298,871 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | Asian-Pac-Islander | Male | 0 | 0 | 40 | China | Middle-aged | 0 | <=50K |
27 | Private | 147,340 | HS-grad | 9 | Never-married | Other-service | Not-in-family | White | Female | 0 | 0 | 50 | United-States | Young | 0 | >50K |
44 | Federal-gov | 243,636 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
42 | Local-gov | 194,417 | Some-college | 10 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
24 | Private | 236,696 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
38 | Private | 337,130 | 1st-4th | 2 | Married-spouse-absent | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | Mexico | Middle-aged | 0 | <=50K |
29 | Private | 273,051 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 52 | Yugoslavia | Young | 0 | >50K |
38 | Private | 186,191 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 55 | United-States | Middle-aged | 0 | <=50K |
33 | Private | 268,451 | Some-college | 10 | Divorced | Exec-managerial | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
61 | Private | 154,600 | HS-grad | 9 | Married-civ-spouse | Other-service | Wife | White | Female | 0 | 0 | 4 | United-States | Senior | 0 | <=50K |
49 | Local-gov | 405,309 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
51 | Self-emp-not-inc | 99,185 | Assoc-acdm | 12 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
42 | Private | 191,765 | HS-grad | 9 | Divorced | Other-service | Other-relative | Black | Female | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
21 | Private | 253,583 | HS-grad | 9 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
29 | ? | 297,054 | HS-grad | 9 | Divorced | ? | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
54 | Private | 204,397 | Some-college | 10 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
23 | Private | 288,771 | Some-college | 10 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 30 | United-States | Young | 0 | <=50K |
52 | Private | 173,987 | 10th | 6 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
23 | Private | 91,658 | Some-college | 10 | Divorced | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
43 | Private | 226,902 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 80 | United-States | Middle-aged | 0 | >50K |
45 | Private | 232,586 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
51 | Self-emp-not-inc | 291,755 | 7th-8th | 4 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 42 | United-States | Middle-aged | 0 | <=50K |
29 | ? | 207,032 | HS-grad | 9 | Married-spouse-absent | ? | Unmarried | Black | Female | 0 | 0 | 42 | Haiti | Young | 0 | <=50K |
23 | Private | 161,478 | Some-college | 10 | Never-married | Sales | Own-child | Asian-Pac-Islander | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
73 | Self-emp-not-inc | 109,833 | Bachelors | 13 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 30 | United-States | Senior | 0 | <=50K |
47 | Self-emp-not-inc | 229,394 | 11th | 7 | Divorced | Exec-managerial | Unmarried | White | Female | 0 | 0 | 55 | United-States | Middle-aged | 0 | <=50K |
61 | ? | 69,285 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 37 | United-States | Senior | 0 | <=50K |
26 | Private | 491,862 | Assoc-voc | 11 | Never-married | Exec-managerial | Not-in-family | Black | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
40 | Private | 311,534 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
32 | Self-emp-not-inc | 420,895 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 47 | United-States | Middle-aged | 0 | <=50K |
39 | Private | 226,374 | 10th | 6 | Divorced | Other-service | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
33 | Federal-gov | 101,345 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
35 | Private | 48,779 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
42 | Private | 152,676 | HS-grad | 9 | Divorced | Exec-managerial | Own-child | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
46 | Private | 164,877 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 44 | United-States | Middle-aged | 0 | <=50K |
33 | Private | 97,521 | HS-grad | 9 | Never-married | Adm-clerical | Own-child | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
47 | Private | 88,564 | 5th-6th | 3 | Never-married | Machine-op-inspct | Own-child | White | Male | 0 | 0 | 20 | United-States | Middle-aged | 0 | <=50K |
33 | Private | 188,246 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
26 | Private | 189,185 | HS-grad | 9 | Divorced | Adm-clerical | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
42 | State-gov | 163,069 | Some-college | 10 | Divorced | Adm-clerical | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
28 | Private | 251,905 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
29 | Private | 112,403 | 5th-6th | 3 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | ? | Young | 0 | <=50K |
18 | Private | 36,882 | 12th | 8 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
33 | Self-emp-not-inc | 195,891 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
36 | Private | 194,905 | Bachelors | 13 | Widowed | Prof-specialty | Unmarried | White | Female | 0 | 0 | 44 | United-States | Middle-aged | 0 | <=50K |
40 | Private | 31,621 | HS-grad | 9 | Married-spouse-absent | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
40 | Private | 196,029 | HS-grad | 9 | Divorced | Transport-moving | Unmarried | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
36 | Private | 107,302 | HS-grad | 9 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
45 | Private | 151,267 | Bachelors | 13 | Never-married | Adm-clerical | Not-in-family | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
52 | Private | 256,861 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
24 | Private | 82,777 | HS-grad | 9 | Separated | Machine-op-inspct | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
30 | Private | 147,430 | HS-grad | 9 | Married-spouse-absent | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
28 | ? | 60,726 | HS-grad | 9 | Never-married | ? | Own-child | Black | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
46 | Self-emp-not-inc | 165,754 | Doctorate | 16 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
36 | Private | 448,337 | HS-grad | 9 | Separated | Sales | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
48 | Private | 185,079 | HS-grad | 9 | Never-married | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
36 | Private | 418,702 | Assoc-voc | 11 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
48 | Private | 41,504 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
18 | Private | 261,720 | HS-grad | 9 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
38 | Private | 133,963 | Bachelors | 13 | Divorced | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
66 | ? | 357,750 | 11th | 7 | Widowed | ? | Not-in-family | Black | Female | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
38 | Private | 60,135 | HS-grad | 9 | Never-married | Transport-moving | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
55 | Self-emp-not-inc | 308,746 | Prof-school | 15 | Widowed | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 55 | United-States | Middle-aged | 0 | >50K |
27 | Private | 278,720 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 45 | United-States | Young | 0 | >50K |
22 | State-gov | 477,505 | Assoc-acdm | 12 | Never-married | Adm-clerical | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
29 | Private | 164,711 | Some-college | 10 | Never-married | Handlers-cleaners | Other-relative | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
Subsets and Splits