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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32 | Private | 173,998 | Some-college | 10 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
25 | Private | 90,752 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
55 | Private | 51,008 | HS-grad | 9 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
55 | Federal-gov | 113,398 | Some-college | 10 | Never-married | Adm-clerical | Unmarried | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
25 | Private | 74,977 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
40 | Private | 101,593 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
29 | Private | 228,346 | Assoc-voc | 11 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
60 | Private | 180,418 | 11th | 7 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
45 | Private | 44,489 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
43 | Self-emp-not-inc | 277,488 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
24 | Private | 103,064 | HS-grad | 9 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 55 | United-States | Young | 0 | <=50K |
34 | Private | 226,872 | Bachelors | 13 | Divorced | Sales | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
47 | Self-emp-not-inc | 330,416 | Some-college | 10 | Never-married | Farming-fishing | Not-in-family | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
24 | Private | 186,495 | HS-grad | 9 | Divorced | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 32 | United-States | Young | 0 | <=50K |
47 | State-gov | 205,712 | Some-college | 10 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 38 | United-States | Middle-aged | 0 | <=50K |
18 | Private | 217,743 | 11th | 7 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
22 | Private | 239,954 | Some-college | 10 | Never-married | Adm-clerical | Other-relative | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
49 | Self-emp-not-inc | 349,986 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | >50K |
68 | Self-emp-not-inc | 122,094 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 15 | United-States | Senior | 0 | <=50K |
62 | Self-emp-not-inc | 26,857 | 7th-8th | 4 | Widowed | Farming-fishing | Other-relative | White | Female | 0 | 0 | 35 | United-States | Senior | 0 | <=50K |
25 | Local-gov | 192,321 | Bachelors | 13 | Never-married | Prof-specialty | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
24 | Private | 88,095 | Some-college | 10 | Never-married | Machine-op-inspct | Not-in-family | White | Female | 0 | 0 | 24 | Mexico | Young | 0 | <=50K |
44 | Private | 144,067 | Bachelors | 13 | Divorced | Adm-clerical | Not-in-family | White | Male | 0 | 0 | 12 | ? | Middle-aged | 0 | <=50K |
32 | Private | 124,187 | 9th | 5 | Married-civ-spouse | Farming-fishing | Husband | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
49 | Private | 123,681 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 43 | United-States | Middle-aged | 0 | >50K |
68 | Private | 145,638 | Some-college | 10 | Divorced | Sales | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
25 | Private | 130,513 | Assoc-acdm | 12 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 40 | Peru | Young | 0 | <=50K |
47 | Federal-gov | 197,038 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
35 | Private | 189,092 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
37 | Self-emp-not-inc | 198,841 | 11th | 7 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
57 | Private | 317,969 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
34 | Private | 111,589 | 10th | 6 | Never-married | Other-service | Unmarried | Black | Female | 0 | 0 | 40 | Jamaica | Middle-aged | 0 | <=50K |
46 | Local-gov | 267,952 | Assoc-voc | 11 | Divorced | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 36 | United-States | Middle-aged | 0 | <=50K |
21 | Private | 63,899 | 11th | 7 | Never-married | Adm-clerical | Other-relative | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
26 | Private | 473,625 | HS-grad | 9 | Married-civ-spouse | Other-service | Wife | White | Female | 0 | 0 | 30 | United-States | Young | 0 | <=50K |
17 | Private | 24,090 | HS-grad | 9 | Never-married | Exec-managerial | Own-child | White | Female | 0 | 0 | 35 | United-States | Young | 0 | <=50K |
36 | Self-emp-inc | 102,729 | Assoc-acdm | 12 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 70 | United-States | Middle-aged | 0 | <=50K |
33 | Private | 91,666 | 12th | 8 | Divorced | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
27 | Private | 215,873 | HS-grad | 9 | Never-married | Machine-op-inspct | Own-child | Black | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
32 | Private | 152,109 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 48 | United-States | Middle-aged | 0 | <=50K |
24 | Private | 175,586 | HS-grad | 9 | Never-married | Machine-op-inspct | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
37 | Private | 232,614 | HS-grad | 9 | Divorced | Other-service | Unmarried | Black | Female | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
53 | State-gov | 229,465 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
43 | Local-gov | 161,240 | HS-grad | 9 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | >50K |
29 | Private | 358,124 | HS-grad | 9 | Never-married | Other-service | Other-relative | Black | Female | 0 | 0 | 52 | United-States | Young | 0 | <=50K |
47 | Private | 222,529 | Bachelors | 13 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 65 | United-States | Middle-aged | 0 | <=50K |
37 | Self-emp-not-inc | 338,320 | Masters | 14 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
23 | Private | 263,886 | Some-college | 10 | Never-married | Sales | Not-in-family | Black | Female | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
50 | Private | 310,774 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
25 | Private | 98,155 | Some-college | 10 | Never-married | Prof-specialty | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
40 | Private | 259,307 | Some-college | 10 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
41 | Private | 29,762 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 52 | United-States | Middle-aged | 0 | >50K |
32 | Private | 202,729 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Own-child | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
19 | Private | 28,790 | Some-college | 10 | Never-married | Other-service | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
26 | Private | 53,209 | HS-grad | 9 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
30 | Local-gov | 169,020 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
34 | Private | 127,195 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
41 | Private | 211,731 | Some-college | 10 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | Mexico | Middle-aged | 0 | <=50K |
42 | Self-emp-not-inc | 126,614 | Bachelors | 13 | Divorced | Exec-managerial | Not-in-family | Other | Male | 0 | 0 | 30 | Iran | Middle-aged | 0 | <=50K |
45 | Private | 259,463 | Assoc-voc | 11 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
22 | Private | 228,411 | Some-college | 10 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 35 | United-States | Young | 0 | <=50K |
25 | Private | 117,827 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
22 | Federal-gov | 57,216 | Some-college | 10 | Never-married | Adm-clerical | Own-child | Black | Male | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
48 | Self-emp-inc | 88,564 | Some-college | 10 | Divorced | Farming-fishing | Not-in-family | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
45 | Private | 172,822 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 52 | United-States | Middle-aged | 0 | >50K |
19 | Private | 251,579 | Some-college | 10 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 14 | United-States | Young | 0 | <=50K |
31 | Private | 118,399 | 11th | 7 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
30 | Self-emp-inc | 178,383 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | Black | Male | 0 | 0 | 70 | United-States | Middle-aged | 0 | <=50K |
40 | Self-emp-not-inc | 170,866 | Assoc-acdm | 12 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
60 | ? | 268,954 | Some-college | 10 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 12 | United-States | Senior | 0 | >50K |
52 | ? | 89,951 | 12th | 8 | Married-civ-spouse | ? | Wife | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
22 | Private | 203,894 | Some-college | 10 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 15 | United-States | Young | 0 | <=50K |
25 | Private | 237,065 | Some-college | 10 | Divorced | Other-service | Own-child | Black | Male | 0 | 0 | 38 | United-States | Young | 0 | <=50K |
51 | Local-gov | 108,435 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 80 | United-States | Middle-aged | 0 | >50K |
32 | Private | 93,213 | Assoc-acdm | 12 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 62 | United-States | Middle-aged | 0 | <=50K |
51 | Self-emp-inc | 231,230 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 25 | United-States | Middle-aged | 0 | <=50K |
42 | Private | 386,175 | Some-college | 10 | Divorced | Sales | Not-in-family | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
24 | Private | 223,515 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 45 | United-States | Young | 0 | <=50K |
58 | ? | 97,969 | 1st-4th | 2 | Married-spouse-absent | ? | Unmarried | Amer-Indian-Eskimo | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
43 | Private | 174,295 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 55 | United-States | Middle-aged | 0 | <=50K |
31 | Private | 60,229 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
28 | Private | 66,095 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
26 | Private | 192,022 | Bachelors | 13 | Never-married | Prof-specialty | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
46 | Private | 45,288 | Bachelors | 13 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
62 | ? | 178,764 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | >50K |
50 | Private | 99,476 | Masters | 14 | Divorced | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
18 | Private | 41,973 | 11th | 7 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 0 | 5 | United-States | Young | 0 | <=50K |
23 | Private | 162,228 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Male | 0 | 0 | 48 | United-States | Young | 0 | <=50K |
46 | Private | 211,226 | Assoc-acdm | 12 | Married-civ-spouse | Transport-moving | Husband | Other | Male | 0 | 0 | 36 | United-States | Middle-aged | 0 | <=50K |
38 | Private | 33,397 | HS-grad | 9 | Divorced | Sales | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
53 | Private | 120,839 | 12th | 8 | Divorced | Farming-fishing | Own-child | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
53 | Private | 36,327 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
50 | Private | 139,703 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
26 | Private | 107,827 | HS-grad | 9 | Never-married | Other-service | Unmarried | White | Male | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
44 | Local-gov | 203,761 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
36 | Local-gov | 114,719 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
20 | Private | 344,394 | Some-college | 10 | Never-married | Other-service | Not-in-family | White | Female | 0 | 0 | 30 | United-States | Young | 0 | <=50K |
35 | Private | 195,516 | 7th-8th | 4 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 40 | Mexico | Middle-aged | 0 | <=50K |
40 | State-gov | 31,627 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 0 | 0 | 20 | United-States | Middle-aged | 0 | <=50K |
70 | Private | 174,032 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
Subsets and Splits