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
stringlengths 1
26
| income
stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
40 | Private | 208,277 | Some-college | 10 | Never-married | Exec-managerial | Unmarried | White | Female | 0 | 0 | 40 | United-States | <=50K |
21 | Private | 39,943 | Some-college | 10 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 20 | United-States | <=50K |
49 | Private | 104,542 | HS-grad | 9 | Divorced | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
29 | Private | 286,634 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 50 | United-States | >50K |
28 | Private | 142,712 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 50 | United-States | >50K |
26 | Private | 336,404 | HS-grad | 9 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
33 | Private | 117,983 | HS-grad | 9 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 41 | United-States | <=50K |
72 | ? | 108,796 | Prof-school | 15 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
59 | Private | 59,469 | Masters | 14 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 40 | Iran | <=50K |
37 | Private | 171,968 | Assoc-voc | 11 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
56 | ? | 119,254 | 10th | 6 | Divorced | ? | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
27 | Private | 278,617 | Some-college | 10 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
39 | Private | 72,338 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | Asian-Pac-Islander | Male | 0 | 0 | 40 | Philippines | >50K |
49 | Local-gov | 343,231 | Masters | 14 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 80 | United-States | <=50K |
30 | Private | 63,910 | HS-grad | 9 | Married-civ-spouse | Sales | Own-child | Asian-Pac-Islander | Female | 0 | 0 | 40 | United-States | <=50K |
28 | Private | 190,350 | 9th | 5 | Married-civ-spouse | Protective-serv | Wife | Black | Female | 0 | 0 | 40 | United-States | <=50K |
25 | State-gov | 176,162 | Bachelors | 13 | Never-married | Protective-serv | Own-child | White | Male | 0 | 0 | 40 | United-States | <=50K |
18 | Private | 37,720 | 10th | 6 | Never-married | Machine-op-inspct | Own-child | White | Male | 0 | 0 | 40 | United-States | <=50K |
25 | Private | 421,467 | Assoc-acdm | 12 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 26 | United-States | <=50K |
36 | Private | 138,441 | Some-college | 10 | Never-married | Machine-op-inspct | Own-child | White | Male | 0 | 0 | 40 | United-States | <=50K |
52 | Private | 146,767 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
25 | Private | 160,445 | HS-grad | 9 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
26 | Private | 211,695 | Bachelors | 13 | Never-married | Prof-specialty | Own-child | White | Male | 0 | 0 | 40 | United-States | <=50K |
48 | Private | 128,796 | Assoc-acdm | 12 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
39 | Private | 111,129 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
30 | Local-gov | 44,566 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
26 | Private | 118,497 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 60 | United-States | <=50K |
49 | Private | 237,920 | Doctorate | 16 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 60 | United-States | <=50K |
34 | Local-gov | 136,331 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 60 | United-States | <=50K |
28 | Private | 187,397 | HS-grad | 9 | Never-married | Other-service | Other-relative | Other | Male | 0 | 0 | 48 | Mexico | <=50K |
28 | Self-emp-not-inc | 119,793 | HS-grad | 9 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
26 | Self-emp-not-inc | 231,714 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
54 | Private | 229,272 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | Black | Male | 0 | 0 | 40 | United-States | >50K |
66 | ? | 68,219 | 9th | 5 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
61 | Self-emp-not-inc | 268,831 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 53 | United-States | <=50K |
45 | Self-emp-not-inc | 149,640 | Prof-school | 15 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 30 | United-States | >50K |
29 | Private | 261,725 | Bachelors | 13 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 35 | United-States | <=50K |
74 | Private | 161,387 | HS-grad | 9 | Divorced | Handlers-cleaners | Not-in-family | White | Female | 0 | 0 | 16 | United-States | <=50K |
61 | Local-gov | 260,167 | HS-grad | 9 | Widowed | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
27 | Private | 200,928 | Some-college | 10 | Never-married | Sales | Own-child | White | Male | 0 | 0 | 22 | United-States | <=50K |
53 | Federal-gov | 155,594 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
57 | Self-emp-not-inc | 79,539 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | Asian-Pac-Islander | Male | 0 | 0 | 40 | United-States | <=50K |
41 | Private | 469,454 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
45 | Private | 331,482 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | <=50K |
43 | Private | 225,193 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
29 | Private | 82,393 | HS-grad | 9 | Married-civ-spouse | Other-service | Own-child | Asian-Pac-Islander | Male | 0 | 0 | 25 | Philippines | <=50K |
65 | ? | 37,170 | 7th-8th | 4 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 20 | United-States | <=50K |
41 | Private | 58,484 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 0 | 0 | 40 | United-States | <=50K |
31 | Local-gov | 156,464 | Bachelors | 13 | Never-married | Prof-specialty | Other-relative | White | Male | 0 | 0 | 40 | ? | <=50K |
50 | Private | 344,621 | HS-grad | 9 | Divorced | Machine-op-inspct | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
52 | Private | 174,752 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 60 | United-States | >50K |
18 | Self-emp-inc | 174,202 | HS-grad | 9 | Never-married | Transport-moving | Own-child | White | Male | 0 | 0 | 60 | United-States | <=50K |
26 | Private | 261,203 | 7th-8th | 4 | Never-married | Other-service | Unmarried | Other | Female | 0 | 0 | 30 | ? | <=50K |
57 | Private | 316,000 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
29 | Private | 246,933 | HS-grad | 9 | Never-married | Adm-clerical | Other-relative | White | Male | 0 | 0 | 40 | Mexico | <=50K |
34 | Private | 264,651 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
43 | Private | 99,185 | HS-grad | 9 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 58 | United-States | <=50K |
39 | Private | 176,186 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
28 | Private | 100,219 | HS-grad | 9 | Never-married | Machine-op-inspct | Own-child | White | Male | 0 | 0 | 45 | United-States | <=50K |
32 | Private | 46,691 | Bachelors | 13 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
28 | State-gov | 297,735 | Prof-school | 15 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 90 | United-States | <=50K |
25 | Private | 189,656 | Bachelors | 13 | Never-married | Tech-support | Not-in-family | White | Male | 0 | 0 | 60 | United-States | >50K |
54 | Local-gov | 224,934 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | >50K |
48 | Self-emp-inc | 149,218 | Bachelors | 13 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 70 | United-States | >50K |
51 | Private | 158,508 | Some-college | 10 | Divorced | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 36 | United-States | <=50K |
67 | State-gov | 261,203 | 7th-8th | 4 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 35 | United-States | <=50K |
17 | Private | 309,504 | 10th | 6 | Never-married | Sales | Unmarried | White | Female | 0 | 0 | 24 | United-States | <=50K |
24 | State-gov | 324,637 | Some-college | 10 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
25 | Private | 267,426 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
68 | ? | 229,016 | HS-grad | 9 | Married-civ-spouse | ? | Wife | White | Female | 0 | 0 | 25 | United-States | <=50K |
54 | Private | 46,401 | Some-college | 10 | Divorced | Other-service | Not-in-family | White | Female | 0 | 0 | 47 | United-States | <=50K |
32 | Private | 114,288 | HS-grad | 9 | Divorced | Prof-specialty | Own-child | White | Female | 0 | 0 | 40 | United-States | <=50K |
61 | ? | 203,849 | Some-college | 10 | Divorced | ? | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
41 | Federal-gov | 193,882 | HS-grad | 9 | Never-married | Adm-clerical | Own-child | White | Male | 0 | 0 | 40 | United-States | <=50K |
53 | Private | 311,269 | HS-grad | 9 | Divorced | Other-service | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
45 | Private | 156,117 | Assoc-voc | 11 | Divorced | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 32 | United-States | <=50K |
64 | ? | 169,917 | 7th-8th | 4 | Widowed | ? | Not-in-family | White | Female | 0 | 0 | 4 | United-States | <=50K |
51 | Private | 222,615 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
40 | Federal-gov | 78,036 | Assoc-voc | 11 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 65 | United-States | >50K |
27 | Private | 380,560 | HS-grad | 9 | Never-married | Farming-fishing | Other-relative | White | Male | 0 | 0 | 40 | Mexico | <=50K |
51 | Private | 289,436 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 60 | United-States | >50K |
36 | Private | 749,636 | Some-college | 10 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | United-States | <=50K |
34 | Self-emp-inc | 154,120 | HS-grad | 9 | Never-married | Farming-fishing | Own-child | White | Male | 0 | 0 | 55 | United-States | <=50K |
43 | Private | 105,119 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
61 | Federal-gov | 181,081 | HS-grad | 9 | Divorced | Adm-clerical | Own-child | Black | Female | 0 | 0 | 20 | United-States | <=50K |
31 | Private | 182,237 | 10th | 6 | Separated | Transport-moving | Unmarried | White | Male | 0 | 0 | 40 | United-States | <=50K |
34 | Private | 102,130 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 65 | United-States | >50K |
52 | Private | 170,562 | 12th | 8 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
18 | Private | 240,543 | 11th | 7 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 20 | United-States | <=50K |
37 | Federal-gov | 187,046 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
60 | Private | 389,254 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
47 | Private | 179,955 | Some-college | 10 | Widowed | Transport-moving | Unmarried | White | Female | 0 | 0 | 25 | Outlying-US(Guam-USVI-etc) | <=50K |
21 | Private | 197,997 | Some-college | 10 | Never-married | Adm-clerical | Own-child | White | Male | 0 | 0 | 30 | United-States | <=50K |
40 | Local-gov | 141,649 | Assoc-voc | 11 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
26 | Private | 433,906 | Assoc-acdm | 12 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
48 | Private | 207,982 | Some-college | 10 | Never-married | Other-service | Unmarried | Black | Female | 0 | 0 | 40 | United-States | <=50K |
46 | Private | 175,925 | Some-college | 10 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
58 | Private | 85,767 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 48 | United-States | <=50K |
32 | Self-emp-inc | 281,030 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
90 | ? | 313,986 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |