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
class label 2
classes |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23 | Local-gov | 324,960 | HS-grad | 9 | Never-married | Farming-fishing | Not-in-family | White | Male | 0 | 0 | 40 | Poland | 0 <=50K
|
62 | Local-gov | 114,060 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
52 | Private | 48,925 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
58 | Private | 180,980 | Some-college | 10 | Divorced | Other-service | Unmarried | White | Female | 0 | 0 | 42 | France | 0 <=50K
|
25 | Private | 181,054 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
24 | Private | 388,093 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | Black | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
19 | Private | 249,609 | Some-college | 10 | Never-married | Protective-serv | Own-child | White | Male | 0 | 0 | 8 | United-States | 0 <=50K
|
43 | Private | 112,131 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
47 | Local-gov | 543,162 | HS-grad | 9 | Separated | Adm-clerical | Unmarried | Black | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
39 | Private | 91,996 | HS-grad | 9 | Divorced | Other-service | Unmarried | White | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
49 | Private | 141,944 | Assoc-voc | 11 | Married-spouse-absent | Handlers-cleaners | Unmarried | White | Male | 0 | 1,380 | 42 | United-States | 0 <=50K
|
53 | ? | 251,804 | 5th-6th | 3 | Widowed | ? | Unmarried | Black | Female | 0 | 0 | 30 | United-States | 0 <=50K
|
32 | Private | 37,070 | Assoc-voc | 11 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 45 | United-States | 0 <=50K
|
34 | Private | 337,587 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | 1 >50K
|
28 | Private | 189,346 | HS-grad | 9 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 45 | United-States | 0 <=50K
|
57 | ? | 222,216 | Assoc-voc | 11 | Widowed | ? | Unmarried | White | Female | 0 | 0 | 38 | United-States | 0 <=50K
|
25 | Private | 267,044 | Some-college | 10 | Never-married | Adm-clerical | Not-in-family | Amer-Indian-Eskimo | Female | 0 | 0 | 20 | United-States | 0 <=50K
|
20 | ? | 214,635 | Some-college | 10 | Never-married | ? | Own-child | White | Male | 0 | 0 | 24 | United-States | 0 <=50K
|
21 | ? | 204,226 | Some-college | 10 | Never-married | ? | Unmarried | White | Female | 0 | 0 | 35 | United-States | 0 <=50K
|
34 | Private | 108,116 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | 1 >50K
|
38 | Self-emp-inc | 99,146 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 80 | United-States | 1 >50K
|
50 | Private | 196,232 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 50 | United-States | 1 >50K
|
24 | Local-gov | 248,344 | Some-college | 10 | Divorced | Handlers-cleaners | Not-in-family | Black | Male | 0 | 0 | 50 | United-States | 0 <=50K
|
37 | Local-gov | 186,035 | Some-college | 10 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 45 | United-States | 1 >50K
|
44 | Private | 177,905 | Some-college | 10 | Divorced | Machine-op-inspct | Unmarried | White | Male | 0 | 0 | 58 | United-States | 1 >50K
|
28 | Private | 85,812 | Some-college | 10 | Married-civ-spouse | Sales | Wife | White | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
42 | Private | 221,172 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | 1 >50K
|
74 | Private | 99,183 | Some-college | 10 | Divorced | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 9 | United-States | 0 <=50K
|
38 | Self-emp-not-inc | 190,387 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 50 | United-States | 0 <=50K
|
44 | Self-emp-not-inc | 202,692 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
44 | Private | 109,339 | 11th | 7 | Divorced | Machine-op-inspct | Unmarried | Other | Female | 0 | 0 | 46 | Puerto-Rico | 0 <=50K
|
26 | Private | 108,658 | HS-grad | 9 | Never-married | Machine-op-inspct | Not-in-family | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
36 | Private | 197,202 | HS-grad | 9 | Married-civ-spouse | Other-service | Husband | Black | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
41 | Private | 101,739 | Assoc-acdm | 12 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 0 | 0 | 50 | United-States | 1 >50K
|
67 | Private | 231,559 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 20,051 | 0 | 48 | United-States | 1 >50K
|
39 | Local-gov | 207,853 | 12th | 8 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 50 | United-States | 0 <=50K
|
57 | Private | 190,942 | 1st-4th | 2 | Widowed | Priv-house-serv | Not-in-family | Black | Female | 0 | 0 | 30 | United-States | 0 <=50K
|
29 | Private | 102,345 | Assoc-voc | 11 | Separated | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
31 | Self-emp-inc | 41,493 | Bachelors | 13 | Never-married | Farming-fishing | Not-in-family | White | Female | 0 | 0 | 45 | United-States | 0 <=50K
|
34 | ? | 190,027 | HS-grad | 9 | Never-married | ? | Unmarried | Black | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
44 | Private | 210,525 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
29 | Private | 133,937 | Doctorate | 16 | Never-married | Prof-specialty | Own-child | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
30 | Private | 237,903 | Some-college | 10 | Never-married | Handlers-cleaners | Unmarried | White | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
27 | Private | 163,862 | HS-grad | 9 | Never-married | Transport-moving | Not-in-family | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
27 | Private | 201,872 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 50 | United-States | 0 <=50K
|
32 | Private | 84,179 | HS-grad | 9 | Never-married | Handlers-cleaners | Not-in-family | White | Female | 0 | 0 | 45 | United-States | 0 <=50K
|
58 | Private | 51,662 | 10th | 6 | Married-civ-spouse | Other-service | Wife | White | Female | 0 | 0 | 8 | United-States | 0 <=50K
|
35 | Local-gov | 233,327 | Some-college | 10 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
21 | Private | 259,510 | HS-grad | 9 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 36 | United-States | 0 <=50K
|
28 | Private | 184,831 | Some-college | 10 | Never-married | Craft-repair | Unmarried | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
46 | Self-emp-not-inc | 245,724 | Some-college | 10 | Divorced | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 50 | United-States | 0 <=50K
|
36 | Self-emp-not-inc | 27,053 | HS-grad | 9 | Separated | Other-service | Unmarried | White | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
72 | Private | 205,343 | 11th | 7 | Widowed | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
35 | Private | 229,328 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Wife | Black | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
33 | Federal-gov | 319,560 | Assoc-voc | 11 | Divorced | Craft-repair | Unmarried | Black | Female | 0 | 0 | 40 | United-States | 1 >50K
|
69 | Private | 136,218 | 11th | 7 | Never-married | Machine-op-inspct | Not-in-family | White | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
35 | Private | 54,576 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
31 | Private | 323,069 | HS-grad | 9 | Separated | Adm-clerical | Unmarried | White | Female | 0 | 0 | 20 | ? | 0 <=50K
|
34 | Private | 148,291 | HS-grad | 9 | Married-civ-spouse | Tech-support | Wife | White | Female | 0 | 0 | 32 | United-States | 0 <=50K
|
30 | Private | 152,453 | 11th | 7 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 40 | Mexico | 0 <=50K
|
28 | Private | 114,053 | Bachelors | 13 | Never-married | Transport-moving | Not-in-family | White | Male | 0 | 0 | 55 | United-States | 0 <=50K
|
54 | Private | 212,960 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 35 | United-States | 1 >50K
|
47 | Private | 264,052 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | 1 >50K
|
24 | Private | 82,804 | HS-grad | 9 | Never-married | Handlers-cleaners | Unmarried | Black | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
52 | Self-emp-not-inc | 334,273 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 60 | United-States | 1 >50K
|
20 | Private | 27,337 | HS-grad | 9 | Never-married | Handlers-cleaners | Own-child | Amer-Indian-Eskimo | Male | 0 | 0 | 48 | United-States | 0 <=50K
|
43 | Self-emp-inc | 188,436 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 5,013 | 0 | 45 | United-States | 0 <=50K
|
45 | Private | 433,665 | 7th-8th | 4 | Separated | Other-service | Unmarried | White | Female | 0 | 0 | 40 | Mexico | 0 <=50K
|
29 | Self-emp-not-inc | 110,663 | HS-grad | 9 | Separated | Craft-repair | Not-in-family | White | Male | 0 | 0 | 35 | United-States | 0 <=50K
|
47 | Private | 87,490 | Masters | 14 | Divorced | Exec-managerial | Unmarried | White | Male | 0 | 0 | 42 | United-States | 0 <=50K
|
24 | Private | 354,351 | HS-grad | 9 | Never-married | Craft-repair | Own-child | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
51 | Private | 95,469 | HS-grad | 9 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
17 | Private | 242,718 | 11th | 7 | Never-married | Sales | Own-child | White | Male | 0 | 0 | 12 | United-States | 0 <=50K
|
37 | Private | 22,463 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,977 | 40 | United-States | 1 >50K
|
27 | Private | 158,156 | Doctorate | 16 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 70 | United-States | 0 <=50K
|
29 | Private | 350,162 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Wife | White | Male | 0 | 0 | 40 | United-States | 1 >50K
|
18 | ? | 165,532 | 12th | 8 | Never-married | ? | Own-child | White | Male | 0 | 0 | 25 | United-States | 0 <=50K
|
36 | Self-emp-not-inc | 28,738 | Assoc-acdm | 12 | Divorced | Sales | Unmarried | White | Female | 0 | 0 | 35 | United-States | 0 <=50K
|
58 | Local-gov | 283,635 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
26 | Self-emp-not-inc | 86,646 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 45 | United-States | 0 <=50K
|
65 | ? | 195,733 | Some-college | 10 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 30 | United-States | 1 >50K
|
57 | Private | 69,884 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | 1 >50K
|
59 | Private | 199,713 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
27 | Private | 181,659 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
31 | Self-emp-not-inc | 340,939 | Bachelors | 13 | Never-married | Tech-support | Not-in-family | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
21 | Private | 197,747 | Some-college | 10 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 24 | United-States | 0 <=50K
|
29 | Private | 34,292 | Some-college | 10 | Never-married | Adm-clerical | Not-in-family | White | Male | 0 | 0 | 60 | United-States | 0 <=50K
|
18 | Private | 156,764 | 11th | 7 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
52 | Private | 25,826 | 10th | 6 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,887 | 47 | United-States | 1 >50K
|
57 | Self-emp-inc | 103,948 | Bachelors | 13 | Divorced | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 80 | United-States | 0 <=50K
|
42 | ? | 137,390 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
55 | ? | 105,138 | HS-grad | 9 | Married-civ-spouse | ? | Wife | Asian-Pac-Islander | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
60 | Private | 39,352 | 7th-8th | 4 | Never-married | Transport-moving | Not-in-family | White | Male | 0 | 0 | 48 | United-States | 1 >50K
|
31 | Private | 168,387 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 40 | Canada | 1 >50K
|
23 | Private | 117,789 | Bachelors | 13 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
27 | Private | 267,147 | HS-grad | 9 | Never-married | Sales | Own-child | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
23 | ? | 99,399 | Some-college | 10 | Never-married | ? | Unmarried | Amer-Indian-Eskimo | Female | 0 | 0 | 25 | United-States | 0 <=50K
|
42 | Self-emp-not-inc | 214,242 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,902 | 50 | United-States | 1 >50K
|
25 | Private | 200,408 | Some-college | 10 | Never-married | Tech-support | Not-in-family | White | Male | 2,174 | 0 | 40 | United-States | 0 <=50K
|
49 | Private | 136,455 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 45 | United-States | 0 <=50K
|