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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
31 | Private | 184,307 | Some-college | 10 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
29 | Private | 57,889 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 45 | United-States | Young | 0 | >50K |
59 | Private | 157,932 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
50 | Private | 187,830 | Masters | 14 | Divorced | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 62 | United-States | Middle-aged | 0 | >50K |
60 | Private | 317,083 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 45 | United-States | Senior | 0 | >50K |
35 | Self-emp-not-inc | 190,895 | Masters | 14 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
48 | Federal-gov | 328,606 | HS-grad | 9 | Divorced | Handlers-cleaners | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
21 | ? | 403,860 | Some-college | 10 | Never-married | ? | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
41 | Private | 215,479 | HS-grad | 9 | Separated | Handlers-cleaners | Not-in-family | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
56 | Private | 157,639 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
26 | Private | 152,129 | 12th | 8 | Never-married | Other-service | Unmarried | Black | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
53 | Private | 239,284 | HS-grad | 9 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
23 | Private | 234,302 | HS-grad | 9 | Never-married | Handlers-cleaners | Not-in-family | Black | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
58 | Private | 218,724 | 7th-8th | 4 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
61 | Private | 106,330 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
29 | Private | 35,032 | Some-college | 10 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 60 | United-States | Young | 0 | <=50K |
22 | Private | 234,641 | HS-grad | 9 | Never-married | Transport-moving | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
31 | Private | 218,322 | Some-college | 10 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
90 | Private | 47,929 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
53 | Private | 142,411 | Assoc-voc | 11 | Divorced | Prof-specialty | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
22 | ? | 219,122 | Some-college | 10 | Never-married | ? | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
34 | State-gov | 44,464 | Doctorate | 16 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
22 | ? | 199,426 | Some-college | 10 | Never-married | ? | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
36 | Private | 139,703 | HS-grad | 9 | Never-married | Adm-clerical | Not-in-family | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
33 | Private | 202,642 | Bachelors | 13 | Separated | Prof-specialty | Other-relative | Black | Female | 0 | 0 | 40 | Jamaica | Middle-aged | 0 | <=50K |
17 | Private | 160,049 | 10th | 6 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 12 | United-States | Young | 0 | <=50K |
38 | Private | 239,755 | 11th | 7 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
60 | Private | 152,369 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 60 | United-States | Senior | 0 | <=50K |
34 | Private | 42,900 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
72 | ? | 117,017 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 8 | United-States | Senior | 0 | <=50K |
57 | Private | 175,017 | 5th-6th | 3 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 40 | Italy | Middle-aged | 0 | <=50K |
39 | Private | 342,642 | HS-grad | 9 | Divorced | Sales | Not-in-family | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
50 | Self-emp-not-inc | 143,730 | Bachelors | 13 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 80 | United-States | Middle-aged | 0 | <=50K |
45 | Private | 191,098 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | Asian-Pac-Islander | Male | 0 | 0 | 40 | China | Middle-aged | 0 | <=50K |
37 | Private | 208,106 | Bachelors | 13 | Separated | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
27 | Private | 167,737 | Some-college | 10 | Never-married | Handlers-cleaners | Not-in-family | White | Male | 0 | 0 | 48 | United-States | Young | 0 | <=50K |
43 | Private | 315,971 | Bachelors | 13 | Divorced | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 45 | United-States | Middle-aged | 0 | >50K |
41 | Private | 142,717 | Some-college | 10 | Divorced | Tech-support | Unmarried | Black | Female | 0 | 0 | 36 | United-States | Middle-aged | 0 | <=50K |
20 | Private | 190,227 | Masters | 14 | Never-married | Exec-managerial | Own-child | White | Male | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
44 | Private | 79,864 | Masters | 14 | Separated | Exec-managerial | Unmarried | White | Female | 0 | 0 | 20 | United-States | Middle-aged | 0 | <=50K |
50 | Private | 34,067 | Assoc-voc | 11 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
54 | Private | 222,882 | HS-grad | 9 | Widowed | Exec-managerial | Unmarried | White | Female | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
33 | Private | 256,062 | Some-college | 10 | Never-married | Adm-clerical | Unmarried | White | Female | 0 | 0 | 35 | Puerto-Rico | Middle-aged | 0 | <=50K |
22 | Private | 251,073 | 9th | 5 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
46 | Private | 149,949 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
30 | Private | 165,235 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Wife | Asian-Pac-Islander | Female | 0 | 0 | 40 | Philippines | Middle-aged | 0 | >50K |
22 | ? | 243,190 | Some-college | 10 | Never-married | ? | Own-child | Asian-Pac-Islander | Male | 0 | 0 | 40 | China | Young | 0 | <=50K |
57 | Self-emp-not-inc | 175,942 | Some-college | 10 | Widowed | Exec-managerial | Other-relative | White | Male | 0 | 0 | 25 | United-States | Middle-aged | 0 | <=50K |
26 | Private | 212,793 | HS-grad | 9 | Never-married | Machine-op-inspct | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
52 | Local-gov | 153,312 | Assoc-acdm | 12 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
55 | Local-gov | 173,296 | Masters | 14 | Divorced | Prof-specialty | Unmarried | White | Female | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
47 | Private | 120,131 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
19 | Private | 117,444 | HS-grad | 9 | Never-married | Craft-repair | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
26 | Private | 226,196 | HS-grad | 9 | Never-married | Transport-moving | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
44 | Private | 202,872 | Assoc-acdm | 12 | Divorced | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
42 | Private | 176,716 | Masters | 14 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
39 | Private | 82,540 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
17 | ? | 41,643 | 11th | 7 | Never-married | ? | Own-child | White | Female | 0 | 0 | 15 | United-States | Young | 0 | <=50K |
26 | Private | 197,292 | HS-grad | 9 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
26 | Private | 76,491 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
50 | Self-emp-inc | 101,094 | Masters | 14 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 55 | United-States | Middle-aged | 0 | <=50K |
46 | Self-emp-not-inc | 119,944 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
26 | Private | 122,575 | Bachelors | 13 | Never-married | Exec-managerial | Unmarried | Asian-Pac-Islander | Male | 0 | 0 | 60 | Vietnam | Young | 0 | <=50K |
50 | Private | 263,200 | 5th-6th | 3 | Married-spouse-absent | Other-service | Unmarried | White | Female | 0 | 0 | 34 | Mexico | Middle-aged | 0 | <=50K |
47 | Local-gov | 140,644 | Some-college | 10 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
52 | Private | 202,115 | HS-grad | 9 | Married-civ-spouse | Other-service | Wife | White | Female | 0 | 0 | 25 | United-States | Middle-aged | 0 | <=50K |
25 | Federal-gov | 27,142 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | >50K |
42 | Local-gov | 318,046 | 11th | 7 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
53 | Private | 276,369 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
30 | Private | 67,187 | HS-grad | 9 | Never-married | Handlers-cleaners | Own-child | Amer-Indian-Eskimo | Female | 0 | 0 | 8 | United-States | Middle-aged | 0 | <=50K |
23 | Private | 133,582 | 1st-4th | 2 | Never-married | Farming-fishing | Not-in-family | White | Male | 0 | 0 | 36 | Mexico | Young | 0 | <=50K |
23 | Private | 216,672 | Bachelors | 13 | Never-married | Exec-managerial | Own-child | White | Male | 0 | 0 | 30 | ? | Young | 0 | <=50K |
32 | Private | 45,796 | Some-college | 10 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
29 | Self-emp-inc | 31,778 | HS-grad | 9 | Separated | Prof-specialty | Other-relative | White | Male | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
40 | Private | 190,044 | Assoc-acdm | 12 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
45 | State-gov | 144,351 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
17 | ? | 172,145 | 10th | 6 | Never-married | ? | Own-child | Black | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
55 | Private | 193,130 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
59 | Local-gov | 140,478 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
23 | Private | 116,830 | 12th | 8 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
37 | Local-gov | 117,683 | HS-grad | 9 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
25 | Private | 106,491 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 48 | United-States | Young | 0 | <=50K |
22 | ? | 39,803 | Some-college | 10 | Never-married | ? | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
27 | Private | 363,053 | 9th | 5 | Never-married | Priv-house-serv | Unmarried | White | Female | 0 | 0 | 24 | Mexico | Young | 0 | <=50K |
21 | Private | 54,472 | HS-grad | 9 | Never-married | Other-service | Unmarried | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
38 | Private | 54,317 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
27 | Private | 159,623 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
25 | ? | 161,235 | Assoc-voc | 11 | Never-married | ? | Own-child | White | Male | 0 | 0 | 90 | United-States | Young | 0 | <=50K |
27 | Private | 247,978 | HS-grad | 9 | Never-married | Other-service | Own-child | Black | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
40 | Private | 305,846 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
33 | Private | 226,525 | HS-grad | 9 | Divorced | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
28 | Private | 247,819 | Assoc-voc | 11 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 5 | United-States | Young | 0 | <=50K |
28 | Private | 194,940 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
29 | Private | 289,991 | HS-grad | 9 | Never-married | Transport-moving | Unmarried | White | Male | 0 | 0 | 55 | United-States | Young | 0 | <=50K |
46 | Private | 585,361 | 9th | 5 | Divorced | Exec-managerial | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
30 | Private | 91,145 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
65 | ? | 231,604 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 45 | Germany | Senior | 0 | <=50K |
28 | Private | 273,269 | Some-college | 10 | Never-married | Craft-repair | Not-in-family | Black | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
39 | Private | 202,683 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
35 | Private | 159,179 | Some-college | 10 | Never-married | Sales | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
Subsets and Splits