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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
18 | Private | 110,142 | HS-grad | 9 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 40 | United-States | <=50K |
52 | Private | 222,646 | 12th | 8 | Separated | Machine-op-inspct | Other-relative | White | Female | 0 | 0 | 40 | Cuba | <=50K |
18 | Private | 182,643 | Some-college | 10 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 9 | United-States | <=50K |
20 | Private | 303,565 | Some-college | 10 | Never-married | Handlers-cleaners | Own-child | Black | Male | 0 | 0 | 40 | Germany | <=50K |
34 | Private | 140,092 | HS-grad | 9 | Never-married | Tech-support | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
19 | Private | 178,811 | HS-grad | 9 | Never-married | Machine-op-inspct | Own-child | Black | Female | 0 | 0 | 20 | United-States | <=50K |
18 | ? | 267,399 | 12th | 8 | Never-married | ? | Own-child | White | Female | 0 | 0 | 12 | United-States | <=50K |
17 | Local-gov | 192,387 | 9th | 5 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 45 | United-States | <=50K |
30 | Federal-gov | 127,610 | Bachelors | 13 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 35 | United-States | <=50K |
29 | Private | 258,862 | Bachelors | 13 | Never-married | Craft-repair | Not-in-family | White | Female | 0 | 0 | 45 | United-States | <=50K |
18 | Private | 174,926 | 9th | 5 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 15 | ? | <=50K |
50 | State-gov | 238,187 | Bachelors | 13 | Divorced | Adm-clerical | Not-in-family | Black | Female | 0 | 0 | 37 | United-States | <=50K |
22 | Private | 191,444 | HS-grad | 9 | Never-married | Sales | Other-relative | White | Male | 0 | 0 | 40 | United-States | <=50K |
21 | Private | 198,822 | HS-grad | 9 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 0 | 35 | United-States | <=50K |
39 | Self-emp-not-inc | 251,323 | 9th | 5 | Married-civ-spouse | Farming-fishing | Other-relative | White | Male | 0 | 0 | 40 | Cuba | <=50K |
62 | Private | 370,881 | Assoc-acdm | 12 | Widowed | Other-service | Not-in-family | White | Female | 0 | 0 | 7 | United-States | <=50K |
32 | Private | 198,183 | Some-college | 10 | Divorced | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 38 | United-States | <=50K |
38 | Private | 210,610 | Assoc-acdm | 12 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
34 | Private | 46,746 | 11th | 7 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 30 | United-States | <=50K |
28 | Private | 120,475 | HS-grad | 9 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 20 | United-States | <=50K |
26 | Private | 135,845 | Some-college | 10 | Never-married | Sales | Not-in-family | White | Female | 0 | 0 | 37 | United-States | <=50K |
41 | Private | 310,255 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
21 | Private | 211,013 | Assoc-voc | 11 | Married-civ-spouse | Other-service | Other-relative | White | Female | 0 | 0 | 50 | Mexico | <=50K |
50 | Private | 175,029 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
49 | Self-emp-inc | 119,539 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 60 | ? | >50K |
26 | Private | 247,025 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 65 | United-States | <=50K |
39 | Private | 252,327 | 7th-8th | 4 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 40 | Mexico | <=50K |
24 | Self-emp-not-inc | 375,313 | Some-college | 10 | Never-married | Prof-specialty | Not-in-family | Asian-Pac-Islander | Male | 0 | 0 | 40 | United-States | <=50K |
56 | Private | 107,165 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 18 | United-States | <=50K |
17 | Private | 108,470 | 11th | 7 | Never-married | Other-service | Own-child | Black | Male | 0 | 0 | 17 | United-States | <=50K |
37 | Private | 150,057 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 52 | United-States | >50K |
23 | Private | 189,468 | Assoc-voc | 11 | Married-civ-spouse | Machine-op-inspct | Own-child | White | Female | 0 | 0 | 30 | United-States | <=50K |
28 | ? | 198,393 | HS-grad | 9 | Never-married | ? | Not-in-family | Black | Female | 0 | 0 | 40 | United-States | <=50K |
57 | Self-emp-not-inc | 181,031 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 60 | United-States | <=50K |
42 | Local-gov | 569,930 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 45 | United-States | >50K |
25 | Private | 27,411 | Bachelors | 13 | Divorced | Sales | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
22 | Private | 147,397 | Bachelors | 13 | Never-married | Farming-fishing | Not-in-family | White | Male | 0 | 0 | 20 | United-States | <=50K |
39 | Private | 242,922 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | Black | Male | 0 | 0 | 40 | United-States | <=50K |
54 | Private | 154,949 | 11th | 7 | Married-civ-spouse | Other-service | Wife | Black | Female | 0 | 0 | 40 | United-States | >50K |
41 | Self-emp-inc | 423,217 | Bachelors | 13 | Divorced | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 50 | United-States | <=50K |
43 | Federal-gov | 195,385 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | Amer-Indian-Eskimo | Male | 0 | 0 | 40 | United-States | <=50K |
19 | Private | 100,009 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
35 | Private | 191,628 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
34 | Private | 340,880 | HS-grad | 9 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 60 | Philippines | >50K |
19 | Private | 207,173 | HS-grad | 9 | Separated | Adm-clerical | Unmarried | White | Female | 0 | 0 | 30 | United-States | <=50K |
33 | Private | 48,010 | Some-college | 10 | Divorced | Exec-managerial | Unmarried | White | Female | 0 | 0 | 40 | United-States | <=50K |
33 | Private | 229,051 | Some-college | 10 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 52 | United-States | <=50K |
49 | Private | 193,366 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 65 | United-States | >50K |
31 | Private | 57,781 | HS-grad | 9 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 50 | United-States | <=50K |
69 | ? | 121,136 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 13 | United-States | <=50K |
24 | Private | 136,687 | HS-grad | 9 | Separated | Machine-op-inspct | Unmarried | Other | Female | 0 | 0 | 40 | United-States | <=50K |
45 | State-gov | 154,117 | HS-grad | 9 | Divorced | Exec-managerial | Unmarried | White | Female | 0 | 0 | 38 | United-States | >50K |
75 | Private | 239,038 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 16 | United-States | <=50K |
34 | Private | 244,064 | HS-grad | 9 | Never-married | Machine-op-inspct | Unmarried | Black | Male | 0 | 0 | 40 | United-States | <=50K |
33 | Private | 66,278 | Masters | 14 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
44 | Private | 162,643 | HS-grad | 9 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 43 | United-States | <=50K |
18 | Private | 205,218 | 11th | 7 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 20 | United-States | <=50K |
48 | Private | 154,033 | HS-grad | 9 | Divorced | Sales | Not-in-family | White | Female | 0 | 0 | 52 | United-States | <=50K |
43 | Private | 158,528 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
35 | Private | 301,862 | HS-grad | 9 | Never-married | Craft-repair | Unmarried | White | Male | 0 | 0 | 50 | United-States | <=50K |
34 | Private | 228,406 | Some-college | 10 | Never-married | Adm-clerical | Unmarried | Black | Female | 0 | 0 | 40 | United-States | <=50K |
48 | Private | 120,131 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 70 | United-States | >50K |
54 | Local-gov | 127,943 | HS-grad | 9 | Widowed | Other-service | Unmarried | Black | Female | 0 | 0 | 40 | United-States | <=50K |
57 | Private | 301,514 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
21 | Private | 156,980 | HS-grad | 9 | Never-married | Machine-op-inspct | Own-child | White | Male | 0 | 0 | 60 | United-States | <=50K |
28 | Private | 124,685 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | Amer-Indian-Eskimo | Male | 0 | 0 | 55 | United-States | <=50K |
51 | Private | 305,673 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | Canada | >50K |
34 | Local-gov | 31,391 | HS-grad | 9 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 53 | United-States | >50K |
41 | Local-gov | 33,658 | Some-college | 10 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 45 | United-States | >50K |
21 | Private | 211,391 | Some-college | 10 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 27 | United-States | <=50K |
26 | Private | 402,998 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 58 | United-States | >50K |
66 | Private | 78,855 | HS-grad | 9 | Never-married | Adm-clerical | Not-in-family | Asian-Pac-Islander | Female | 0 | 0 | 40 | United-States | <=50K |
48 | Private | 49,278 | Assoc-acdm | 12 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | United-States | <=50K |
44 | ? | 248,876 | Bachelors | 13 | Divorced | ? | Not-in-family | White | Male | 0 | 0 | 50 | United-States | <=50K |
41 | Private | 242,586 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
55 | Local-gov | 296,085 | Assoc-acdm | 12 | Married-civ-spouse | Prof-specialty | Husband | Asian-Pac-Islander | Male | 0 | 0 | 40 | United-States | >50K |
43 | Private | 233,130 | Bachelors | 13 | Divorced | Sales | Not-in-family | White | Male | 0 | 0 | 40 | United-States | >50K |
51 | Private | 189,511 | Assoc-voc | 11 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 50 | Germany | >50K |
31 | Private | 124,420 | 11th | 7 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
51 | Private | 194,908 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 0 | 0 | 40 | United-States | <=50K |
31 | Local-gov | 94,991 | HS-grad | 9 | Divorced | Other-service | Unmarried | Amer-Indian-Eskimo | Male | 0 | 0 | 40 | United-States | <=50K |
18 | Private | 194,561 | Some-college | 10 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 37 | United-States | <=50K |
29 | Private | 60,722 | HS-grad | 9 | Never-married | Exec-managerial | Not-in-family | Asian-Pac-Islander | Female | 0 | 0 | 40 | United-States | <=50K |
33 | Private | 59,944 | HS-grad | 9 | Never-married | Transport-moving | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
34 | Private | 220,840 | 5th-6th | 3 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 40 | Mexico | <=50K |
40 | Self-emp-inc | 104,235 | Masters | 14 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 99 | United-States | <=50K |
57 | Private | 142,714 | Some-college | 10 | Divorced | Other-service | Not-in-family | White | Female | 0 | 0 | 38 | United-States | <=50K |
55 | Local-gov | 110,490 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 60 | United-States | <=50K |
40 | Self-emp-not-inc | 154,076 | Assoc-acdm | 12 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 60 | United-States | <=50K |
26 | State-gov | 130,557 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 35 | United-States | <=50K |
29 | Private | 107,108 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Husband | Amer-Indian-Eskimo | Male | 0 | 0 | 40 | United-States | <=50K |
30 | Private | 207,172 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 0 | 0 | 40 | Mexico | <=50K |
29 | Private | 304,595 | Masters | 14 | Never-married | Sales | Not-in-family | White | Male | 0 | 0 | 50 | United-States | >50K |
43 | Private | 475,322 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 50 | United-States | >50K |
65 | Private | 107,620 | 11th | 7 | Widowed | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 8 | United-States | <=50K |
19 | Private | 301,911 | Some-college | 10 | Never-married | Sales | Own-child | Asian-Pac-Islander | Male | 0 | 0 | 35 | Laos | <=50K |
28 | Private | 269,786 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
34 | Private | 167,474 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
63 | Local-gov | 86,590 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 0 | 0 | 32 | United-States | <=50K |
47 | State-gov | 187,087 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |