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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32 | Private | 239,824 | Bachelors | 13 | Never-married | Tech-support | Not-in-family | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
19 | Private | 217,039 | Some-college | 10 | Never-married | Adm-clerical | Own-child | White | Male | 0 | 0 | 28 | United-States | 0 <=50K
|
60 | Private | 51,290 | 7th-8th | 4 | Divorced | Other-service | Not-in-family | White | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
42 | Local-gov | 175,674 | 9th | 5 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
35 | Self-emp-not-inc | 194,404 | Assoc-acdm | 12 | Never-married | Farming-fishing | Not-in-family | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
48 | Private | 45,612 | HS-grad | 9 | Never-married | Adm-clerical | Unmarried | Black | Female | 0 | 0 | 37 | United-States | 0 <=50K
|
51 | Private | 410,114 | Masters | 14 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | 1 >50K
|
29 | Private | 182,521 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | Amer-Indian-Eskimo | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
36 | Local-gov | 339,772 | HS-grad | 9 | Separated | Exec-managerial | Not-in-family | Black | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
17 | Private | 169,658 | 10th | 6 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 21 | United-States | 0 <=50K
|
52 | Private | 200,853 | Masters | 14 | Divorced | Prof-specialty | Not-in-family | White | Female | 6,849 | 0 | 60 | United-States | 0 <=50K
|
24 | Private | 247,564 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
24 | Private | 249,909 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 50 | United-States | 0 <=50K
|
26 | Local-gov | 208,122 | Bachelors | 13 | Never-married | Prof-specialty | Own-child | White | Male | 1,055 | 0 | 40 | United-States | 0 <=50K
|
27 | Private | 109,881 | Bachelors | 13 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 20 | United-States | 0 <=50K
|
39 | Private | 207,824 | HS-grad | 9 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 60 | United-States | 0 <=50K
|
30 | Private | 369,027 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | Black | Male | 0 | 0 | 45 | United-States | 0 <=50K
|
50 | Self-emp-not-inc | 114,117 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 32 | United-States | 0 <=50K
|
52 | Self-emp-inc | 51,048 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 55 | United-States | 0 <=50K
|
46 | Private | 102,388 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 15,024 | 0 | 45 | United-States | 1 >50K
|
23 | Private | 190,483 | Bachelors | 13 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 20 | United-States | 0 <=50K
|
45 | Private | 462,440 | 11th | 7 | Widowed | Other-service | Not-in-family | Black | Female | 0 | 0 | 20 | United-States | 0 <=50K
|
65 | Private | 109,351 | 9th | 5 | Widowed | Priv-house-serv | Unmarried | Black | Female | 0 | 0 | 24 | United-States | 0 <=50K
|
29 | Private | 34,383 | Assoc-voc | 11 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 55 | United-States | 0 <=50K
|
47 | Private | 241,832 | 9th | 5 | Married-spouse-absent | Handlers-cleaners | Unmarried | White | Male | 0 | 0 | 40 | El-Salvador | 0 <=50K
|
30 | Private | 124,187 | HS-grad | 9 | Never-married | Farming-fishing | Own-child | Black | Male | 0 | 0 | 60 | United-States | 0 <=50K
|
34 | Private | 153,614 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 45 | United-States | 1 >50K
|
38 | Self-emp-not-inc | 267,556 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 64 | United-States | 0 <=50K
|
33 | Private | 205,469 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | 1 >50K
|
49 | Private | 268,090 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 26 | United-States | 1 >50K
|
47 | Self-emp-not-inc | 165,039 | Some-college | 10 | Never-married | Other-service | Unmarried | Black | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
49 | Local-gov | 120,451 | 10th | 6 | Separated | Other-service | Unmarried | Black | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
43 | Private | 154,374 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 15,024 | 0 | 60 | United-States | 1 >50K
|
30 | Private | 103,649 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Wife | Black | Female | 0 | 0 | 40 | United-States | 1 >50K
|
58 | Self-emp-not-inc | 35,723 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 60 | United-States | 0 <=50K
|
19 | Private | 262,601 | HS-grad | 9 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 14 | United-States | 0 <=50K
|
21 | Private | 226,181 | Bachelors | 13 | Never-married | Handlers-cleaners | Not-in-family | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
33 | Private | 175,697 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 60 | United-States | 1 >50K
|
47 | Self-emp-inc | 248,145 | 5th-6th | 3 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 50 | Cuba | 0 <=50K
|
52 | Self-emp-not-inc | 289,436 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 60 | United-States | 1 >50K
|
26 | Private | 75,654 | HS-grad | 9 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 55 | United-States | 0 <=50K
|
60 | Private | 199,378 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
21 | Private | 160,968 | Some-college | 10 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
36 | Private | 188,563 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 5,178 | 0 | 50 | United-States | 1 >50K
|
31 | Private | 55,849 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 45 | United-States | 0 <=50K
|
50 | Self-emp-inc | 195,322 | Doctorate | 16 | Separated | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 40 | United-States | 1 >50K
|
31 | Local-gov | 402,089 | HS-grad | 9 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
71 | Private | 78,277 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 15 | United-States | 0 <=50K
|
58 | ? | 158,611 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 50 | United-States | 0 <=50K
|
30 | State-gov | 169,496 | Bachelors | 13 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 40 | United-States | 1 >50K
|
20 | Private | 130,959 | Some-college | 10 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 20 | United-States | 0 <=50K
|
24 | Private | 556,660 | HS-grad | 9 | Never-married | Exec-managerial | Other-relative | White | Male | 4,101 | 0 | 50 | United-States | 0 <=50K
|
35 | Private | 292,472 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | Asian-Pac-Islander | Male | 0 | 0 | 40 | Taiwan | 1 >50K
|
38 | State-gov | 143,774 | Some-college | 10 | Separated | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 45 | United-States | 0 <=50K
|
27 | Private | 288,341 | HS-grad | 9 | Never-married | Machine-op-inspct | Own-child | White | Female | 0 | 0 | 32 | United-States | 0 <=50K
|
29 | State-gov | 71,592 | Some-college | 10 | Never-married | Adm-clerical | Unmarried | Asian-Pac-Islander | Female | 0 | 0 | 40 | Philippines | 0 <=50K
|
70 | ? | 167,358 | 9th | 5 | Widowed | ? | Unmarried | White | Female | 1,111 | 0 | 15 | United-States | 0 <=50K
|
34 | Private | 106,742 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 45 | United-States | 0 <=50K
|
44 | Private | 219,288 | 7th-8th | 4 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 35 | United-States | 0 <=50K
|
43 | Private | 174,524 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | 1 >50K
|
44 | Self-emp-not-inc | 335,183 | 12th | 8 | Married-civ-spouse | Handlers-cleaners | Husband | Black | Male | 0 | 0 | 40 | United-States | 1 >50K
|
35 | Private | 261,293 | Masters | 14 | Never-married | Sales | Not-in-family | White | Male | 0 | 0 | 60 | United-States | 0 <=50K
|
27 | Private | 111,900 | Some-college | 10 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
43 | Local-gov | 194,360 | Masters | 14 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 38 | United-States | 0 <=50K
|
20 | Private | 81,145 | Some-college | 10 | Never-married | Sales | Not-in-family | White | Female | 0 | 0 | 25 | United-States | 0 <=50K
|
42 | Private | 341,204 | Assoc-acdm | 12 | Divorced | Prof-specialty | Unmarried | White | Female | 8,614 | 0 | 40 | United-States | 1 >50K
|
27 | State-gov | 249,362 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 3,411 | 0 | 40 | United-States | 0 <=50K
|
42 | Private | 247,019 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | Black | Male | 0 | 0 | 40 | United-States | 1 >50K
|
20 | ? | 114,746 | 11th | 7 | Married-spouse-absent | ? | Own-child | Asian-Pac-Islander | Female | 0 | 1,762 | 40 | South | 0 <=50K
|
24 | Private | 172,146 | 9th | 5 | Never-married | Machine-op-inspct | Not-in-family | White | Male | 0 | 1,721 | 40 | United-States | 0 <=50K
|
48 | Federal-gov | 110,457 | Some-college | 10 | Divorced | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
17 | ? | 80,077 | 11th | 7 | Never-married | ? | Own-child | White | Female | 0 | 0 | 20 | United-States | 0 <=50K
|
17 | Self-emp-not-inc | 368,700 | 11th | 7 | Never-married | Farming-fishing | Own-child | White | Male | 0 | 0 | 10 | United-States | 0 <=50K
|
33 | Private | 182,556 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | 1 >50K
|
50 | Self-emp-inc | 219,420 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 50 | United-States | 1 >50K
|
22 | Private | 240,817 | HS-grad | 9 | Never-married | Sales | Own-child | White | Female | 2,597 | 0 | 40 | United-States | 0 <=50K
|
17 | Private | 102,726 | 12th | 8 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 16 | United-States | 0 <=50K
|
32 | Private | 226,267 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 40 | Mexico | 0 <=50K
|
31 | Private | 125,457 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 45 | United-States | 0 <=50K
|
58 | Self-emp-not-inc | 204,021 | HS-grad | 9 | Widowed | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 50 | United-States | 0 <=50K
|
29 | Local-gov | 92,262 | HS-grad | 9 | Never-married | Protective-serv | Own-child | White | Male | 0 | 0 | 48 | United-States | 0 <=50K
|
37 | Private | 161,141 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | Portugal | 1 >50K
|
34 | Self-emp-not-inc | 190,290 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | 1 >50K
|
23 | Local-gov | 430,828 | Some-college | 10 | Separated | Exec-managerial | Unmarried | Black | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
18 | State-gov | 59,342 | 11th | 7 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 0 | 5 | United-States | 0 <=50K
|
34 | Private | 136,721 | HS-grad | 9 | Divorced | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
66 | ? | 149,422 | 7th-8th | 4 | Never-married | ? | Not-in-family | White | Male | 0 | 0 | 4 | United-States | 0 <=50K
|
45 | Local-gov | 86,644 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 55 | United-States | 0 <=50K
|
41 | Private | 195,124 | Masters | 14 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 35 | Dominican-Republic | 0 <=50K
|
26 | Private | 167,350 | HS-grad | 9 | Never-married | Other-service | Other-relative | White | Male | 0 | 0 | 30 | United-States | 0 <=50K
|
54 | Local-gov | 113,000 | Some-college | 10 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
24 | Private | 140,027 | Some-college | 10 | Never-married | Machine-op-inspct | Own-child | Black | Female | 0 | 0 | 45 | United-States | 0 <=50K
|
42 | Private | 262,425 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | 0 <=50K
|
20 | Private | 316,702 | Some-college | 10 | Never-married | Prof-specialty | Own-child | White | Male | 0 | 0 | 20 | United-States | 0 <=50K
|
23 | State-gov | 335,453 | Bachelors | 13 | Never-married | Tech-support | Not-in-family | White | Female | 0 | 0 | 20 | United-States | 0 <=50K
|
25 | ? | 202,480 | Assoc-acdm | 12 | Never-married | ? | Other-relative | White | Male | 0 | 0 | 45 | United-States | 0 <=50K
|
35 | Private | 203,628 | Masters | 14 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 60 | United-States | 1 >50K
|
31 | Private | 118,710 | Masters | 14 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 1,902 | 40 | United-States | 1 >50K
|
30 | Private | 189,620 | Bachelors | 13 | Never-married | Prof-specialty | Own-child | White | Female | 0 | 0 | 40 | Poland | 0 <=50K
|
19 | Private | 475,028 | HS-grad | 9 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 20 | United-States | 0 <=50K
|