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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33 | Self-emp-not-inc | 48,520 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
39 | Private | 224,541 | 9th | 5 | Married-civ-spouse | Craft-repair | Husband | White | Male | 4,386 | 0 | 55 | Mexico | <=50K |
36 | Local-gov | 237,713 | Some-college | 10 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
41 | Private | 309,990 | Bachelors | 13 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 33 | United-States | <=50K |
39 | Self-emp-not-inc | 37,019 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 60 | United-States | <=50K |
38 | ? | 48,976 | HS-grad | 9 | Married-civ-spouse | ? | Wife | White | Female | 0 | 1,887 | 10 | United-States | >50K |
18 | Private | 170,183 | HS-grad | 9 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 0 | 10 | United-States | <=50K |
61 | Private | 142,988 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 45 | United-States | >50K |
20 | Federal-gov | 163,205 | Assoc-voc | 11 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 0 | 36 | United-States | <=50K |
35 | Self-emp-not-inc | 455,379 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 65 | United-States | >50K |
27 | Private | 104,423 | HS-grad | 9 | Never-married | Machine-op-inspct | Own-child | White | Male | 0 | 0 | 40 | United-States | <=50K |
66 | Private | 104,936 | 10th | 6 | Widowed | Other-service | Unmarried | White | Female | 0 | 0 | 38 | United-States | <=50K |
21 | Private | 542,610 | HS-grad | 9 | Never-married | Transport-moving | Other-relative | Black | Male | 0 | 0 | 40 | United-States | <=50K |
20 | Private | 208,117 | Some-college | 10 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 18 | United-States | <=50K |
34 | Private | 105,141 | Some-college | 10 | Divorced | Adm-clerical | Own-child | White | Male | 0 | 0 | 40 | United-States | <=50K |
63 | Private | 156,120 | 5th-6th | 3 | Never-married | Priv-house-serv | Not-in-family | White | Female | 0 | 0 | 50 | ? | <=50K |
20 | ? | 38,455 | HS-grad | 9 | Never-married | ? | Unmarried | White | Male | 0 | 0 | 40 | United-States | <=50K |
31 | Private | 213,339 | HS-grad | 9 | Separated | Tech-support | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
41 | Private | 177,989 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 2,051 | 60 | United-States | <=50K |
64 | State-gov | 107,732 | 1st-4th | 2 | Married-civ-spouse | Farming-fishing | Husband | Other | Male | 0 | 0 | 45 | Columbia | <=50K |
32 | Private | 312,403 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
30 | Local-gov | 176,992 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 50 | United-States | >50K |
36 | Self-emp-not-inc | 84,294 | Bachelors | 13 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 72 | United-States | <=50K |
22 | Private | 143,062 | Some-college | 10 | Never-married | Farming-fishing | Own-child | White | Male | 0 | 0 | 12 | United-States | <=50K |
53 | Local-gov | 139,671 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | <=50K |
50 | Private | 116,814 | HS-grad | 9 | Widowed | Adm-clerical | Not-in-family | Amer-Indian-Eskimo | Female | 0 | 0 | 40 | United-States | <=50K |
36 | Private | 37,778 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
41 | Self-emp-inc | 240,900 | 11th | 7 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
55 | Private | 202,652 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 35 | United-States | <=50K |
38 | Private | 52,187 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 15,024 | 0 | 50 | United-States | >50K |
28 | Private | 349,751 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | Black | Male | 2,174 | 0 | 50 | United-States | <=50K |
24 | Local-gov | 238,384 | Bachelors | 13 | Never-married | Prof-specialty | Own-child | White | Female | 0 | 0 | 37 | United-States | <=50K |
60 | Private | 209,844 | Some-college | 10 | Divorced | Adm-clerical | Other-relative | White | Female | 0 | 0 | 40 | United-States | <=50K |
54 | Private | 333,301 | 10th | 6 | Married-civ-spouse | Other-service | Husband | Black | Male | 0 | 0 | 40 | United-States | <=50K |
27 | Self-emp-inc | 214,974 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 60 | United-States | <=50K |
30 | Private | 113,453 | Masters | 14 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 30 | United-States | <=50K |
54 | Private | 162,238 | HS-grad | 9 | Widowed | Transport-moving | Not-in-family | White | Male | 0 | 0 | 45 | United-States | <=50K |
44 | Private | 98,779 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 5,178 | 0 | 40 | United-States | >50K |
52 | Private | 165,001 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 60 | United-States | >50K |
18 | Private | 78,528 | 11th | 7 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 20 | United-States | <=50K |
55 | Private | 353,881 | 7th-8th | 4 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 50 | United-States | <=50K |
35 | Private | 251,396 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | >50K |
37 | Private | 178,100 | Bachelors | 13 | Divorced | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 40 | United-States | >50K |
22 | Private | 416,165 | Some-college | 10 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 0 | 40 | United-States | <=50K |
45 | Private | 177,536 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 45 | England | >50K |
38 | Private | 203,717 | Bachelors | 13 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 60 | United-States | <=50K |
48 | Private | 107,231 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
35 | Private | 106,448 | Assoc-voc | 11 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
21 | Private | 196,816 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Other-relative | White | Male | 0 | 0 | 50 | United-States | <=50K |
37 | Self-emp-not-inc | 191,342 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | Asian-Pac-Islander | Male | 0 | 0 | 60 | Philippines | >50K |
18 | Private | 170,194 | 11th | 7 | Never-married | Sales | Own-child | White | Male | 0 | 0 | 25 | United-States | <=50K |
26 | Private | 113,587 | 10th | 6 | Divorced | Machine-op-inspct | Own-child | White | Male | 0 | 0 | 35 | United-States | <=50K |
48 | Self-emp-inc | 72,425 | Bachelors | 13 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 50 | United-States | <=50K |
51 | Private | 217,480 | Some-college | 10 | Separated | Adm-clerical | Not-in-family | Black | Male | 8,614 | 0 | 40 | United-States | >50K |
52 | Private | 120,914 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
32 | State-gov | 33,945 | Bachelors | 13 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
39 | Self-emp-not-inc | 199,753 | Bachelors | 13 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 60 | United-States | <=50K |
51 | Private | 144,284 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
54 | Private | 53,833 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 50 | United-States | <=50K |
21 | Private | 151,158 | Some-college | 10 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 25 | United-States | <=50K |
43 | Private | 125,577 | HS-grad | 9 | Separated | Adm-clerical | Unmarried | Black | Female | 0 | 0 | 40 | United-States | <=50K |
32 | Private | 242,323 | Some-college | 10 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 0 | 40 | United-States | <=50K |
31 | State-gov | 195,181 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 35 | United-States | >50K |
73 | ? | 145,748 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 8 | United-States | <=50K |
26 | Private | 341,672 | Some-college | 10 | Never-married | Adm-clerical | Other-relative | Asian-Pac-Islander | Male | 0 | 0 | 60 | India | <=50K |
35 | Private | 116,369 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
73 | Private | 113,446 | 5th-6th | 3 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 54 | United-States | >50K |
25 | Self-emp-not-inc | 121,285 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
58 | Self-emp-not-inc | 25,124 | Assoc-voc | 11 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 2,377 | 65 | United-States | <=50K |
32 | Private | 182,274 | HS-grad | 9 | Separated | Other-service | Own-child | White | Female | 0 | 0 | 37 | United-States | <=50K |
28 | Private | 103,548 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
41 | Self-emp-not-inc | 38,434 | Masters | 14 | Never-married | Sales | Not-in-family | White | Female | 0 | 0 | 30 | United-States | <=50K |
53 | Self-emp-not-inc | 317,313 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 48 | United-States | <=50K |
49 | Private | 177,543 | HS-grad | 9 | Separated | Adm-clerical | Unmarried | White | Female | 0 | 0 | 35 | United-States | <=50K |
55 | Private | 139,834 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
29 | Private | 118,478 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 7,298 | 0 | 50 | United-States | >50K |
28 | Self-emp-not-inc | 147,951 | Assoc-voc | 11 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 80 | United-States | <=50K |
44 | Private | 201,734 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 45 | United-States | <=50K |
41 | Private | 198,196 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 45 | United-States | >50K |
26 | Private | 141,876 | Assoc-voc | 11 | Married-civ-spouse | Sales | Husband | White | Male | 3,103 | 0 | 45 | United-States | >50K |
23 | Private | 325,179 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
37 | Self-emp-not-inc | 143,774 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 40 | Germany | >50K |
23 | Private | 152,328 | Bachelors | 13 | Never-married | Prof-specialty | Own-child | White | Male | 13,550 | 0 | 50 | United-States | >50K |
33 | Private | 479,600 | Some-college | 10 | Never-married | Other-service | Unmarried | Black | Female | 0 | 0 | 40 | United-States | <=50K |
44 | Private | 180,599 | HS-grad | 9 | Never-married | Craft-repair | Own-child | White | Male | 0 | 0 | 40 | United-States | >50K |
21 | Private | 448,026 | Some-college | 10 | Never-married | Protective-serv | Own-child | White | Male | 2,907 | 0 | 30 | United-States | <=50K |
36 | Private | 300,333 | 11th | 7 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | Cuba | <=50K |
44 | Local-gov | 184,105 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 5,013 | 0 | 40 | United-States | <=50K |
23 | Private | 202,084 | HS-grad | 9 | Never-married | Other-service | Unmarried | Black | Female | 0 | 0 | 40 | United-States | <=50K |
26 | Private | 29,515 | HS-grad | 9 | Divorced | Exec-managerial | Own-child | White | Male | 0 | 0 | 40 | United-States | <=50K |
32 | Private | 247,328 | 5th-6th | 3 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 40 | Mexico | <=50K |
31 | Private | 188,246 | Some-college | 10 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
50 | Local-gov | 105,788 | HS-grad | 9 | Separated | Exec-managerial | Unmarried | Black | Female | 6,497 | 0 | 35 | United-States | <=50K |
18 | Self-emp-inc | 352,640 | Some-college | 10 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 0 | 20 | United-States | <=50K |
49 | Private | 132,576 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | >50K |
59 | Private | 128,829 | HS-grad | 9 | Divorced | Other-service | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
38 | Private | 93,140 | HS-grad | 9 | Separated | Machine-op-inspct | Unmarried | Black | Female | 0 | 0 | 28 | United-States | <=50K |
50 | Self-emp-inc | 155,965 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 55 | United-States | <=50K |
51 | Self-emp-inc | 335,902 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,672 | 55 | United-States | <=50K |
22 | Private | 158,522 | Some-college | 10 | Never-married | Machine-op-inspct | Own-child | Asian-Pac-Islander | Male | 0 | 0 | 35 | United-States | <=50K |