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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
35 | Self-emp-inc | 135,289 | HS-grad | 9 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 60 | United-States | <=50K |
27 | Private | 246,974 | Assoc-voc | 11 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
22 | Private | 180,060 | HS-grad | 9 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 40 | Yugoslavia | <=50K |
24 | Private | 118,023 | Some-college | 10 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 30 | United-States | <=50K |
47 | Private | 102,308 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | >50K |
47 | Private | 45,564 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
18 | Private | 137,646 | 11th | 7 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 15 | United-States | <=50K |
18 | Private | 237,646 | Some-college | 10 | Never-married | Adm-clerical | Own-child | White | Male | 0 | 0 | 30 | United-States | <=50K |
31 | Local-gov | 189,843 | HS-grad | 9 | Divorced | Protective-serv | Not-in-family | White | Male | 0 | 0 | 47 | United-States | >50K |
43 | Self-emp-not-inc | 118,261 | Masters | 14 | Divorced | Other-service | Unmarried | White | Female | 0 | 0 | 30 | United-States | <=50K |
39 | Private | 106,347 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
30 | Private | 316,471 | Bachelors | 13 | Never-married | Adm-clerical | Not-in-family | White | Male | 0 | 0 | 50 | United-States | <=50K |
22 | Private | 50,058 | Some-college | 10 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 35 | United-States | <=50K |
30 | Self-emp-not-inc | 182,089 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 85 | United-States | <=50K |
36 | Private | 186,865 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 60 | United-States | >50K |
20 | State-gov | 158,206 | Assoc-acdm | 12 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 30 | United-States | <=50K |
59 | Local-gov | 50,929 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 60 | United-States | >50K |
60 | Private | 132,529 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
43 | Private | 260,696 | Bachelors | 13 | Divorced | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
35 | Private | 231,180 | HS-grad | 9 | Divorced | Transport-moving | Not-in-family | White | Male | 0 | 0 | 60 | United-States | <=50K |
40 | Private | 223,277 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 50 | United-States | >50K |
47 | Private | 46,044 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
40 | Private | 168,071 | Assoc-acdm | 12 | Divorced | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 50 | United-States | <=50K |
20 | Private | 79,691 | HS-grad | 9 | Never-married | Machine-op-inspct | Own-child | White | Male | 0 | 0 | 40 | United-States | <=50K |
75 | ? | 114,204 | Some-college | 10 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 13 | United-States | <=50K |
25 | Private | 124,111 | Some-college | 10 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 0 | 40 | United-States | <=50K |
47 | Private | 104,521 | Assoc-voc | 11 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
29 | Self-emp-not-inc | 128,516 | Assoc-acdm | 12 | Widowed | Sales | Unmarried | White | Female | 0 | 0 | 40 | United-States | >50K |
34 | Private | 112,564 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 45 | United-States | <=50K |
45 | State-gov | 32,186 | Bachelors | 13 | Separated | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
46 | Private | 269,284 | Assoc-acdm | 12 | Widowed | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | United-States | <=50K |
41 | State-gov | 175,537 | Some-college | 10 | Divorced | Machine-op-inspct | Not-in-family | Black | Female | 0 | 0 | 38 | United-States | <=50K |
29 | Private | 444,304 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
17 | Private | 27,415 | 11th | 7 | Never-married | Handlers-cleaners | Own-child | Amer-Indian-Eskimo | Male | 0 | 0 | 20 | United-States | <=50K |
39 | Private | 174,343 | 9th | 5 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
37 | Private | 148,143 | HS-grad | 9 | Never-married | Machine-op-inspct | Unmarried | Black | Female | 0 | 0 | 40 | United-States | <=50K |
34 | Private | 209,213 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | Black | Male | 0 | 0 | 40 | ? | <=50K |
20 | Private | 165,097 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
52 | Private | 167,651 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
42 | Local-gov | 29,075 | Assoc-acdm | 12 | Married-civ-spouse | Prof-specialty | Wife | Amer-Indian-Eskimo | Female | 0 | 0 | 40 | United-States | <=50K |
22 | Private | 396,895 | 5th-6th | 3 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 35 | Mexico | <=50K |
66 | State-gov | 71,075 | Some-college | 10 | Divorced | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 55 | United-States | <=50K |
35 | Private | 129,573 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 65 | United-States | <=50K |
40 | Local-gov | 183,765 | Assoc-acdm | 12 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 40 | United-States | >50K |
21 | Private | 164,991 | HS-grad | 9 | Divorced | Sales | Unmarried | Amer-Indian-Eskimo | Female | 0 | 0 | 38 | United-States | <=50K |
51 | Local-gov | 154,891 | HS-grad | 9 | Divorced | Protective-serv | Unmarried | White | Male | 0 | 0 | 52 | United-States | <=50K |
34 | Private | 200,117 | 10th | 6 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
24 | Private | 176,389 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
43 | Private | 342,567 | Bachelors | 13 | Married-spouse-absent | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | United-States | <=50K |
34 | Private | 178,841 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 0 | 0 | 40 | United-States | >50K |
42 | Local-gov | 191,149 | Masters | 14 | Never-married | Prof-specialty | Unmarried | White | Female | 0 | 0 | 40 | United-States | <=50K |
41 | Private | 29,702 | Assoc-voc | 11 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 30 | United-States | <=50K |
21 | Private | 157,893 | HS-grad | 9 | Never-married | Transport-moving | Own-child | White | Female | 0 | 0 | 40 | United-States | <=50K |
64 | Local-gov | 31,993 | 7th-8th | 4 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 10 | United-States | <=50K |
23 | Private | 39,615 | Some-college | 10 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 10 | United-States | <=50K |
29 | Private | 200,511 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 50 | United-States | <=50K |
44 | Self-emp-not-inc | 47,818 | HS-grad | 9 | Divorced | Exec-managerial | Unmarried | White | Female | 0 | 0 | 60 | United-States | <=50K |
28 | Private | 183,155 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 55 | United-States | <=50K |
33 | Self-emp-inc | 374,905 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 50 | United-States | >50K |
35 | Private | 128,876 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
41 | Private | 202,872 | 10th | 6 | Married-spouse-absent | Craft-repair | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
42 | Private | 153,414 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | Black | Male | 0 | 0 | 40 | United-States | >50K |
51 | Self-emp-not-inc | 24,790 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 99 | United-States | >50K |
32 | Private | 316,769 | 11th | 7 | Never-married | Other-service | Unmarried | Black | Female | 0 | 0 | 40 | Jamaica | <=50K |
37 | Private | 126,569 | HS-grad | 9 | Never-married | Craft-repair | Own-child | White | Male | 0 | 0 | 40 | United-States | <=50K |
18 | Private | 128,538 | 11th | 7 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 25 | United-States | <=50K |
24 | Private | 234,640 | Assoc-voc | 11 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 35 | United-States | <=50K |
29 | ? | 65,372 | Some-college | 10 | Divorced | ? | Unmarried | White | Female | 0 | 0 | 40 | United-States | <=50K |
45 | Private | 343,377 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
52 | Federal-gov | 30,731 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 45 | United-States | >50K |
35 | Private | 412,379 | HS-grad | 9 | Never-married | Other-service | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
46 | Self-emp-inc | 112,320 | Bachelors | 13 | Divorced | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 50 | United-States | <=50K |
63 | Private | 181,929 | HS-grad | 9 | Widowed | Exec-managerial | Unmarried | White | Male | 0 | 0 | 50 | United-States | >50K |
32 | Local-gov | 100,135 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 35 | United-States | >50K |
72 | ? | 402,306 | Some-college | 10 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 32 | Canada | <=50K |
35 | ? | 98,389 | Some-college | 10 | Never-married | ? | Unmarried | White | Male | 0 | 0 | 10 | United-States | <=50K |
29 | Private | 179,565 | Bachelors | 13 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
70 | Private | 102,610 | 10th | 6 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 32 | United-States | <=50K |
36 | Private | 150,548 | HS-grad | 9 | Never-married | Machine-op-inspct | Not-in-family | White | Female | 0 | 0 | 30 | United-States | <=50K |
49 | Local-gov | 67,001 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
18 | Private | 138,557 | 11th | 7 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 40 | United-States | <=50K |
21 | Private | 170,456 | Some-college | 10 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 35 | Italy | <=50K |
42 | Private | 66,006 | 10th | 6 | Never-married | Transport-moving | Not-in-family | Black | Male | 0 | 0 | 40 | United-States | <=50K |
25 | State-gov | 176,077 | Masters | 14 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 37 | United-States | <=50K |
32 | Private | 218,322 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
25 | Self-emp-inc | 181,691 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 60 | ? | <=50K |
30 | Private | 161,690 | Assoc-voc | 11 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
21 | ? | 242,736 | Assoc-acdm | 12 | Never-married | ? | Own-child | White | Female | 0 | 0 | 40 | United-States | <=50K |
38 | Self-emp-not-inc | 67,317 | Bachelors | 13 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 60 | United-States | <=50K |
37 | Private | 99,357 | Assoc-acdm | 12 | Never-married | Other-service | Not-in-family | White | Female | 0 | 0 | 30 | United-States | <=50K |
56 | Private | 170,070 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 0 | 0 | 40 | United-States | >50K |
52 | State-gov | 231,166 | Assoc-voc | 11 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
23 | Private | 62,339 | Bachelors | 13 | Never-married | Prof-specialty | Own-child | White | Male | 0 | 0 | 40 | United-States | <=50K |
29 | State-gov | 118,520 | HS-grad | 9 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 42 | United-States | <=50K |
45 | Private | 155,659 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
23 | Local-gov | 157,331 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
45 | Private | 341,762 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 65 | United-States | >50K |
30 | Private | 164,190 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 42 | United-States | <=50K |
45 | Private | 83,064 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 50 | United-States | <=50K |
26 | Private | 304,283 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |