age
int64 17
90
| workclass
stringclasses 9
values | fnlwgt
int64 12.3k
1.49M
| education
stringclasses 16
values | educational-num
int64 1
16
| marital-status
stringclasses 7
values | occupation
stringclasses 15
values | relationship
stringclasses 6
values | race
stringclasses 5
values | gender
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
24 | Private | 314,819 | Some-college | 10 | Never-married | Craft-repair | Not-in-family | White | Male | 2,174 | 0 | 40 | United-States | <=50K |
40 | Private | 34,722 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | <=50K |
43 | State-gov | 125,831 | Bachelors | 13 | Never-married | Prof-specialty | Own-child | White | Male | 99,999 | 0 | 60 | United-States | >50K |
20 | ? | 239,805 | Some-college | 10 | Never-married | ? | Not-in-family | White | Male | 0 | 0 | 16 | United-States | <=50K |
41 | Self-emp-not-inc | 264,663 | 11th | 7 | Divorced | Other-service | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
32 | Private | 294,121 | Assoc-voc | 11 | Divorced | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
31 | Private | 83,912 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 0 | 0 | 25 | Mexico | <=50K |
26 | Private | 241,626 | HS-grad | 9 | Divorced | Adm-clerical | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
50 | State-gov | 137,815 | Bachelors | 13 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
62 | Self-emp-inc | 153,891 | Assoc-voc | 11 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,137 | 0 | 40 | United-States | <=50K |
24 | Private | 83,774 | HS-grad | 9 | Married-civ-spouse | Other-service | Husband | White | Male | 2,885 | 0 | 45 | United-States | <=50K |
58 | Private | 199,067 | Bachelors | 13 | Divorced | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 65 | United-States | >50K |
44 | Self-emp-inc | 57,233 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
44 | Private | 211,517 | 12th | 8 | Divorced | Other-service | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
37 | Self-emp-inc | 132,879 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 50 | United-States | >50K |
65 | Self-emp-not-inc | 72,776 | 7th-8th | 4 | Never-married | Farming-fishing | Not-in-family | White | Male | 2,964 | 0 | 40 | United-States | <=50K |
33 | Private | 54,318 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
34 | ? | 143,582 | HS-grad | 9 | Married-spouse-absent | ? | Not-in-family | Asian-Pac-Islander | Female | 0 | 0 | 37 | Taiwan | <=50K |
56 | Self-emp-not-inc | 174,564 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 60 | United-States | >50K |
35 | Private | 179,579 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,977 | 48 | United-States | >50K |
33 | Private | 187,618 | Bachelors | 13 | Never-married | Prof-specialty | Own-child | White | Male | 0 | 1,741 | 40 | United-States | <=50K |
35 | Private | 186,819 | Bachelors | 13 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 48 | United-States | <=50K |
47 | Self-emp-not-inc | 60,087 | Some-college | 10 | Married-spouse-absent | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 60 | United-States | <=50K |
35 | Self-emp-not-inc | 28,987 | 9th | 5 | Married-civ-spouse | Craft-repair | Husband | Amer-Indian-Eskimo | Male | 0 | 0 | 96 | United-States | <=50K |
56 | Private | 187,355 | Some-college | 10 | Divorced | Sales | Unmarried | White | Female | 0 | 0 | 40 | United-States | <=50K |
29 | Self-emp-inc | 218,555 | Masters | 14 | Never-married | Prof-specialty | Own-child | White | Male | 0 | 0 | 40 | United-States | <=50K |
53 | Self-emp-inc | 94,214 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | Asian-Pac-Islander | Male | 7,298 | 0 | 50 | Thailand | >50K |
42 | Private | 204,729 | Assoc-voc | 11 | Separated | Sales | Unmarried | Black | Female | 0 | 0 | 25 | United-States | <=50K |
20 | ? | 281,668 | Some-college | 10 | Never-married | ? | Other-relative | Black | Female | 0 | 0 | 40 | United-States | <=50K |
24 | Private | 236,696 | Bachelors | 13 | Never-married | Tech-support | Not-in-family | White | Male | 0 | 0 | 50 | Taiwan | <=50K |
33 | Private | 179,747 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
42 | Private | 187,322 | 10th | 6 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 45 | United-States | <=50K |
38 | State-gov | 116,975 | Some-college | 10 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 1,887 | 50 | United-States | >50K |
32 | Private | 205,950 | HS-grad | 9 | Never-married | Machine-op-inspct | Own-child | White | Male | 0 | 0 | 40 | United-States | <=50K |
20 | Self-emp-not-inc | 190,968 | 7th-8th | 4 | Never-married | Craft-repair | Own-child | White | Male | 0 | 0 | 20 | United-States | <=50K |
32 | Private | 160,458 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 50 | United-States | <=50K |
28 | Local-gov | 190,911 | Some-college | 10 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
51 | Private | 85,382 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 55 | United-States | >50K |
41 | Local-gov | 129,793 | HS-grad | 9 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 30 | United-States | <=50K |
37 | Local-gov | 270,181 | Assoc-acdm | 12 | Married-spouse-absent | Other-service | Unmarried | Black | Female | 0 | 0 | 50 | United-States | <=50K |
23 | Private | 243,723 | HS-grad | 9 | Married-civ-spouse | Other-service | Wife | White | Female | 0 | 0 | 40 | United-States | <=50K |
40 | Private | 168,113 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
47 | Private | 652,784 | 10th | 6 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
46 | Self-emp-not-inc | 315,984 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | <=50K |
24 | Private | 311,311 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
40 | Private | 111,336 | HS-grad | 9 | Divorced | Machine-op-inspct | Unmarried | Black | Female | 0 | 0 | 28 | United-States | <=50K |
30 | Self-emp-not-inc | 100,252 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Own-child | Asian-Pac-Islander | Male | 0 | 0 | 60 | South | <=50K |
41 | State-gov | 186,990 | Prof-school | 15 | Widowed | Prof-specialty | Not-in-family | Other | Female | 0 | 0 | 52 | United-States | >50K |
37 | State-gov | 241,633 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Wife | Black | Female | 0 | 0 | 45 | United-States | >50K |
49 | Federal-gov | 252,616 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | Asian-Pac-Islander | Male | 0 | 0 | 40 | Philippines | <=50K |
41 | Federal-gov | 46,366 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Wife | Black | Female | 0 | 0 | 50 | United-States | >50K |
52 | Local-gov | 266,138 | Assoc-voc | 11 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 35 | United-States | <=50K |
23 | Private | 32,732 | Some-college | 10 | Never-married | Sales | Not-in-family | White | Male | 0 | 0 | 50 | United-States | <=50K |
34 | Private | 361,978 | HS-grad | 9 | Divorced | Craft-repair | Unmarried | Black | Female | 1,471 | 0 | 40 | United-States | <=50K |
25 | State-gov | 77,661 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Female | 0 | 2,444 | 40 | United-States | >50K |
44 | Self-emp-inc | 60,087 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 45 | United-States | >50K |
31 | Local-gov | 197,550 | HS-grad | 9 | Divorced | Prof-specialty | Unmarried | White | Male | 0 | 0 | 33 | United-States | <=50K |
53 | Private | 170,701 | Bachelors | 13 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | United-States | <=50K |
62 | Private | 159,822 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | <=50K |
35 | Private | 211,494 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 1,876 | 55 | United-States | <=50K |
30 | Federal-gov | 340,899 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
48 | State-gov | 224,752 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 0 | 0 | 40 | United-States | >50K |
36 | Private | 102,568 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | >50K |
32 | Private | 220,690 | 11th | 7 | Divorced | Other-service | Not-in-family | White | Male | 0 | 0 | 33 | United-States | <=50K |
22 | Private | 303,170 | Some-college | 10 | Never-married | Priv-house-serv | Own-child | White | Female | 0 | 0 | 28 | United-States | <=50K |
17 | ? | 143,331 | 11th | 7 | Never-married | ? | Own-child | White | Male | 0 | 0 | 40 | United-States | <=50K |
19 | Private | 192,162 | HS-grad | 9 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
26 | Private | 201,635 | HS-grad | 9 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
20 | ? | 55,263 | Some-college | 10 | Never-married | ? | Own-child | White | Male | 0 | 0 | 40 | United-States | <=50K |
56 | State-gov | 133,728 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 35 | United-States | >50K |
45 | Private | 347,025 | 7th-8th | 4 | Widowed | Other-service | Unmarried | White | Female | 0 | 0 | 21 | United-States | <=50K |
23 | Private | 110,998 | Some-college | 10 | Never-married | Adm-clerical | Own-child | Asian-Pac-Islander | Female | 0 | 0 | 40 | Philippines | <=50K |
31 | Private | 122,347 | HS-grad | 9 | Separated | Handlers-cleaners | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
30 | Private | 127,875 | 11th | 7 | Never-married | Sales | Unmarried | White | Female | 0 | 0 | 8 | United-States | <=50K |
42 | Private | 167,534 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 5,013 | 0 | 35 | United-States | <=50K |
27 | State-gov | 152,560 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 60 | United-States | <=50K |
37 | Private | 265,144 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | >50K |
31 | Private | 302,679 | HS-grad | 9 | Never-married | Machine-op-inspct | Not-in-family | White | Male | 0 | 0 | 60 | United-States | <=50K |
33 | Private | 290,763 | Bachelors | 13 | Separated | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
64 | Private | 86,837 | Preschool | 1 | Married-civ-spouse | Handlers-cleaners | Husband | Asian-Pac-Islander | Male | 0 | 0 | 40 | Philippines | <=50K |
32 | Private | 147,118 | HS-grad | 9 | Divorced | Other-service | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
62 | ? | 103,575 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 5,178 | 0 | 40 | United-States | >50K |
37 | Private | 169,469 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
25 | Private | 189,334 | 11th | 7 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
49 | Private | 139,571 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 4,064 | 0 | 40 | United-States | <=50K |
36 | Private | 111,545 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,902 | 40 | United-States | >50K |
67 | Private | 72,776 | Some-college | 10 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 10,566 | 0 | 15 | United-States | <=50K |
54 | Private | 307,973 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
45 | Local-gov | 211,666 | Doctorate | 16 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | >50K |
30 | Private | 143,766 | Some-college | 10 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
39 | State-gov | 112,812 | HS-grad | 9 | Married-civ-spouse | Protective-serv | Other-relative | White | Female | 0 | 0 | 40 | United-States | <=50K |
57 | Private | 43,290 | 10th | 6 | Divorced | Other-service | Not-in-family | Amer-Indian-Eskimo | Female | 0 | 0 | 20 | United-States | <=50K |
57 | Private | 111,385 | 10th | 6 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
23 | Self-emp-not-inc | 145,744 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
49 | Local-gov | 126,754 | HS-grad | 9 | Married-civ-spouse | Other-service | Other-relative | White | Male | 0 | 0 | 40 | Italy | <=50K |
46 | State-gov | 54,260 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 10 | United-States | >50K |
41 | State-gov | 34,895 | Bachelors | 13 | Never-married | Tech-support | Not-in-family | White | Female | 0 | 0 | 43 | United-States | <=50K |
44 | Private | 166,740 | Assoc-voc | 11 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 45 | United-States | <=50K |
25 | Private | 143,062 | Bachelors | 13 | Never-married | Other-service | Own-child | White | Female | 2,463 | 0 | 30 | United-States | <=50K |
34 | Local-gov | 191,957 | Bachelors | 13 | Married-civ-spouse | Craft-repair | Husband | Black | Male | 0 | 0 | 45 | United-States | >50K |