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 2
27
| income
stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
61 | Private | 232,719 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | <=50K |
65 | Local-gov | 103,153 | 7th-8th | 4 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,411 | 40 | United-States | <=50K |
45 | Local-gov | 162,187 | HS-grad | 9 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
59 | Private | 207,391 | HS-grad | 9 | Divorced | Machine-op-inspct | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
30 | Never-worked | 176,673 | HS-grad | 9 | Married-civ-spouse | ? | Wife | Black | Female | 0 | 0 | 40 | United-States | <=50K |
34 | Private | 356,882 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 45 | United-States | >50K |
24 | Private | 427,686 | 1st-4th | 2 | Married-civ-spouse | Handlers-cleaners | Other-relative | White | Male | 0 | 0 | 40 | Mexico | <=50K |
42 | Self-emp-inc | 191,196 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,977 | 60 | ? | >50K |
37 | Private | 377,798 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,103 | 0 | 40 | United-States | >50K |
36 | Private | 43,712 | 10th | 6 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
21 | ? | 205,939 | Some-college | 10 | Never-married | ? | Own-child | White | Male | 0 | 0 | 40 | United-States | <=50K |
54 | Private | 161,691 | Masters | 14 | Divorced | Prof-specialty | Not-in-family | White | Female | 0 | 2,559 | 40 | United-States | >50K |
34 | Private | 346,034 | 12th | 8 | Married-spouse-absent | Handlers-cleaners | Unmarried | White | Male | 0 | 0 | 35 | Mexico | <=50K |
41 | Private | 144,460 | Some-college | 10 | Divorced | Machine-op-inspct | Own-child | White | Male | 0 | 0 | 40 | Italy | <=50K |
18 | Never-worked | 153,663 | Some-college | 10 | Never-married | ? | Own-child | White | Male | 0 | 0 | 4 | United-States | <=50K |
26 | Private | 262,617 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 48 | United-States | <=50K |
23 | Federal-gov | 173,851 | HS-grad | 9 | Never-married | Armed-Forces | Not-in-family | White | Male | 0 | 0 | 8 | United-States | <=50K |
63 | ? | 126,540 | Some-college | 10 | Divorced | ? | Not-in-family | White | Female | 0 | 0 | 5 | United-States | <=50K |
34 | Private | 117,963 | Bachelors | 13 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
54 | Private | 219,737 | HS-grad | 9 | Widowed | Sales | Not-in-family | White | Female | 0 | 0 | 37 | United-States | <=50K |
37 | Private | 328,466 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 72 | Mexico | <=50K |
54 | State-gov | 138,852 | HS-grad | 9 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
22 | Local-gov | 195,532 | Some-college | 10 | Never-married | Protective-serv | Other-relative | White | Female | 0 | 0 | 43 | United-States | <=50K |
32 | Private | 188,246 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
42 | State-gov | 138,162 | Some-college | 10 | Divorced | Adm-clerical | Own-child | White | Male | 0 | 0 | 40 | United-States | <=50K |
31 | State-gov | 110,714 | Some-college | 10 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 37 | United-States | <=50K |
48 | Private | 123,075 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 45 | United-States | >50K |
28 | Private | 330,466 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | Asian-Pac-Islander | Male | 0 | 0 | 40 | Hong | <=50K |
31 | Private | 254,304 | 10th | 6 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 38 | United-States | <=50K |
28 | Private | 435,842 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
24 | Private | 118,657 | 12th | 8 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
50 | Private | 278,188 | HS-grad | 9 | Divorced | Craft-repair | Not-in-family | White | Female | 0 | 0 | 45 | United-States | <=50K |
26 | Private | 233,777 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 72 | Mexico | <=50K |
37 | Self-emp-inc | 328,466 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | >50K |
24 | Private | 176,580 | 5th-6th | 3 | Married-spouse-absent | Farming-fishing | Not-in-family | White | Male | 0 | 0 | 40 | Mexico | <=50K |
18 | ? | 156,608 | 11th | 7 | Never-married | ? | Own-child | White | Female | 0 | 0 | 25 | United-States | <=50K |
32 | Private | 172,415 | HS-grad | 9 | Never-married | Other-service | Unmarried | Black | Female | 0 | 0 | 40 | United-States | <=50K |
23 | Private | 194,951 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | Asian-Pac-Islander | Male | 0 | 0 | 55 | Ireland | <=50K |
33 | Local-gov | 318,921 | HS-grad | 9 | Divorced | Transport-moving | Not-in-family | White | Female | 0 | 0 | 35 | United-States | <=50K |
49 | Private | 189,462 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
75 | Self-emp-not-inc | 192,813 | Masters | 14 | Widowed | Sales | Not-in-family | White | Male | 0 | 0 | 45 | United-States | <=50K |
74 | Self-emp-not-inc | 199,136 | Bachelors | 13 | Widowed | Craft-repair | Not-in-family | White | Male | 15,831 | 0 | 8 | Germany | >50K |
26 | Private | 156,805 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | Black | Male | 0 | 0 | 40 | United-States | <=50K |
66 | ? | 93,318 | HS-grad | 9 | Widowed | ? | Unmarried | White | Female | 0 | 0 | 40 | United-States | <=50K |
34 | Private | 121,966 | Bachelors | 13 | Married-spouse-absent | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 45 | United-States | <=50K |
18 | Private | 347,336 | 12th | 8 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 12 | United-States | <=50K |
33 | Private | 205,950 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
36 | State-gov | 212,143 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 0 | 0 | 20 | United-States | >50K |
44 | Private | 187,821 | Bachelors | 13 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 55 | United-States | <=50K |
36 | Private | 250,807 | 11th | 7 | Never-married | Craft-repair | Not-in-family | Black | Female | 0 | 0 | 40 | United-States | <=50K |
53 | Private | 291,755 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
60 | Private | 36,077 | 7th-8th | 4 | Married-spouse-absent | Machine-op-inspct | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
28 | Private | 119,793 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | Portugal | <=50K |
36 | Private | 184,655 | 10th | 6 | Divorced | Transport-moving | Unmarried | White | Male | 0 | 0 | 48 | United-States | <=50K |
35 | Private | 162,256 | Assoc-voc | 11 | Divorced | Adm-clerical | Not-in-family | White | Female | 6,849 | 0 | 40 | United-States | <=50K |
45 | Self-emp-not-inc | 204,405 | Assoc-voc | 11 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 20 | United-States | <=50K |
23 | Private | 133,355 | Some-college | 10 | Never-married | Adm-clerical | Own-child | White | Male | 0 | 0 | 15 | United-States | <=50K |
35 | Private | 89,559 | Some-college | 10 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 55 | United-States | <=50K |
34 | Private | 115,066 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 42 | United-States | >50K |
46 | Private | 139,514 | Preschool | 1 | Married-civ-spouse | Machine-op-inspct | Other-relative | Black | Male | 0 | 0 | 75 | Dominican-Republic | <=50K |
58 | State-gov | 200,316 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
55 | Local-gov | 166,502 | Masters | 14 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 45 | United-States | <=50K |
63 | Private | 226,422 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
41 | Self-emp-not-inc | 251,305 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
45 | Private | 190,482 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 76 | United-States | <=50K |
41 | Private | 122,215 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 40 | United-States | >50K |
42 | Private | 248,356 | HS-grad | 9 | Never-married | Sales | Unmarried | White | Female | 0 | 0 | 40 | United-States | <=50K |
90 | Local-gov | 214,594 | 7th-8th | 4 | Married-civ-spouse | Protective-serv | Husband | White | Male | 2,653 | 0 | 40 | United-States | <=50K |
41 | Private | 220,460 | HS-grad | 9 | Never-married | Sales | Own-child | White | Male | 0 | 0 | 40 | United-States | <=50K |
22 | Private | 174,043 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 50 | United-States | <=50K |
53 | Self-emp-not-inc | 137,547 | Prof-school | 15 | Never-married | Prof-specialty | Not-in-family | Asian-Pac-Islander | Male | 27,828 | 0 | 40 | Philippines | >50K |
49 | Self-emp-not-inc | 111,959 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 60 | Scotland | >50K |
51 | Private | 40,641 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 60 | United-States | >50K |
22 | Private | 205,940 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
23 | Private | 265,077 | Assoc-voc | 11 | Never-married | Other-service | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
59 | Private | 395,736 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
40 | Private | 306,225 | HS-grad | 9 | Divorced | Craft-repair | Not-in-family | Asian-Pac-Islander | Female | 0 | 0 | 40 | Japan | <=50K |
28 | Private | 180,299 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 70 | United-States | <=50K |
39 | Private | 214,896 | HS-grad | 9 | Separated | Other-service | Not-in-family | White | Female | 0 | 0 | 40 | El-Salvador | <=50K |
25 | Private | 273,792 | HS-grad | 9 | Never-married | Craft-repair | Own-child | White | Male | 0 | 0 | 37 | United-States | <=50K |
48 | State-gov | 224,474 | Some-college | 10 | Divorced | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
62 | Private | 271,431 | 9th | 5 | Married-civ-spouse | Other-service | Husband | Black | Male | 0 | 0 | 42 | United-States | <=50K |
44 | Local-gov | 150,171 | HS-grad | 9 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | United-States | <=50K |
28 | Federal-gov | 381,789 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 50 | United-States | <=50K |
62 | Private | 170,984 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 45 | United-States | <=50K |
32 | Private | 108,256 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
59 | Federal-gov | 23,789 | HS-grad | 9 | Married-civ-spouse | Sales | Wife | White | Female | 0 | 0 | 40 | United-States | >50K |
20 | Private | 176,321 | Some-college | 10 | Never-married | Adm-clerical | Other-relative | White | Female | 0 | 0 | 20 | United-States | <=50K |
40 | Private | 260,425 | Assoc-acdm | 12 | Separated | Tech-support | Unmarried | White | Female | 1,471 | 0 | 32 | United-States | <=50K |
47 | Private | 248,059 | Some-college | 10 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 47 | United-States | >50K |
60 | Private | 56,248 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
55 | Private | 199,763 | HS-grad | 9 | Separated | Protective-serv | Not-in-family | White | Male | 0 | 0 | 81 | United-States | <=50K |
18 | Private | 200,047 | 12th | 8 | Never-married | Adm-clerical | Own-child | White | Male | 0 | 0 | 35 | United-States | <=50K |
43 | Private | 191,712 | Bachelors | 13 | Never-married | Adm-clerical | Not-in-family | White | Male | 0 | 1,741 | 40 | United-States | <=50K |
31 | Self-emp-not-inc | 156,033 | HS-grad | 9 | Divorced | Other-service | Not-in-family | White | Male | 0 | 0 | 35 | United-States | <=50K |
22 | Private | 173,736 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 50 | United-States | <=50K |
56 | Private | 135,458 | HS-grad | 9 | Divorced | Tech-support | Not-in-family | Black | Female | 0 | 0 | 40 | United-States | <=50K |
41 | Private | 185,660 | HS-grad | 9 | Separated | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | United-States | <=50K |
24 | Private | 222,005 | HS-grad | 9 | Never-married | Other-service | Other-relative | White | Male | 0 | 0 | 30 | United-States | <=50K |
42 | Private | 161,510 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 7,298 | 0 | 40 | United-States | >50K |