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
stringclasses 42
values | age_group
stringclasses 3
values | capital_gain_loss_ratio
float64 0
10B
| income
stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
67 | ? | 212,759 | 10th | 6 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 2 | United-States | Senior | 0 | <=50K |
18 | Private | 309,634 | 11th | 7 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 22 | United-States | Young | 0 | <=50K |
31 | Local-gov | 125,927 | 7th-8th | 4 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
18 | Private | 446,839 | HS-grad | 9 | Never-married | Sales | Not-in-family | White | Male | 0 | 0 | 30 | United-States | Young | 0 | <=50K |
52 | Private | 276,515 | Bachelors | 13 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 40 | Cuba | Middle-aged | 0 | <=50K |
46 | Private | 51,618 | HS-grad | 9 | Married-civ-spouse | Other-service | Wife | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
59 | Private | 159,937 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 48 | United-States | Middle-aged | 0 | <=50K |
53 | Private | 346,253 | HS-grad | 9 | Divorced | Sales | Own-child | White | Female | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
49 | Local-gov | 268,234 | HS-grad | 9 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
33 | Private | 202,051 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
30 | Private | 54,334 | 9th | 5 | Never-married | Sales | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
43 | Federal-gov | 410,867 | Doctorate | 16 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
57 | Private | 249,977 | Assoc-voc | 11 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
37 | Private | 286,730 | Some-college | 10 | Divorced | Craft-repair | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
28 | Private | 212,563 | Some-college | 10 | Divorced | Machine-op-inspct | Unmarried | Black | Female | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
34 | Local-gov | 226,296 | Bachelors | 13 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
29 | Local-gov | 115,585 | Some-college | 10 | Never-married | Handlers-cleaners | Not-in-family | White | Male | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
37 | Private | 202,683 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 48 | United-States | Middle-aged | 0 | >50K |
48 | Private | 171,095 | Assoc-acdm | 12 | Divorced | Exec-managerial | Unmarried | White | Female | 0 | 0 | 40 | England | Middle-aged | 0 | <=50K |
32 | Federal-gov | 249,409 | HS-grad | 9 | Never-married | Other-service | Own-child | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
76 | Private | 124,191 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | >50K |
47 | Self-emp-not-inc | 149,116 | Masters | 14 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
20 | Private | 188,300 | Some-college | 10 | Never-married | Tech-support | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
29 | Private | 103,432 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
30 | Private | 194,901 | 11th | 7 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
31 | Local-gov | 189,265 | HS-grad | 9 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
42 | Private | 124,692 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
24 | Private | 432,376 | Bachelors | 13 | Never-married | Sales | Other-relative | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
38 | Private | 65,324 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
36 | Private | 102,864 | HS-grad | 9 | Never-married | Machine-op-inspct | Own-child | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
53 | Private | 95,647 | 9th | 5 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
56 | Self-emp-inc | 303,090 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
49 | Local-gov | 197,371 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
55 | Private | 247,552 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 56 | United-States | Middle-aged | 0 | <=50K |
22 | Private | 102,632 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 41 | United-States | Young | 0 | <=50K |
21 | Private | 199,915 | Some-college | 10 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
40 | Private | 118,853 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
30 | Private | 77,143 | Bachelors | 13 | Never-married | Exec-managerial | Own-child | Black | Male | 0 | 0 | 40 | Germany | Middle-aged | 0 | <=50K |
29 | State-gov | 267,989 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | Young | 0 | >50K |
19 | Private | 301,606 | Some-college | 10 | Never-married | Other-service | Own-child | Black | Male | 0 | 0 | 35 | United-States | Young | 0 | <=50K |
47 | Private | 287,828 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
31 | Private | 114,937 | Assoc-acdm | 12 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
35 | ? | 129,305 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
39 | Private | 365,739 | Some-college | 10 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
28 | Private | 69,621 | Assoc-acdm | 12 | Never-married | Sales | Not-in-family | White | Female | 0 | 0 | 60 | United-States | Young | 0 | <=50K |
37 | Private | 254,202 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
46 | Private | 146,195 | Assoc-acdm | 12 | Divorced | Tech-support | Not-in-family | Black | Female | 0 | 0 | 36 | United-States | Middle-aged | 0 | <=50K |
38 | Federal-gov | 125,933 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | Iran | Middle-aged | 0 | >50K |
43 | Self-emp-not-inc | 56,920 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
27 | Private | 163,127 | Assoc-voc | 11 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 0 | 0 | 35 | United-States | Young | 0 | <=50K |
20 | Private | 34,310 | Some-college | 10 | Never-married | Sales | Own-child | White | Male | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
49 | Private | 81,973 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | Asian-Pac-Islander | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
61 | Self-emp-inc | 66,614 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
27 | Private | 232,782 | Some-college | 10 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
19 | Private | 316,868 | Some-college | 10 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 30 | Mexico | Young | 0 | <=50K |
70 | Private | 105,376 | Some-college | 10 | Never-married | Tech-support | Other-relative | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
31 | Private | 185,814 | HS-grad | 9 | Never-married | Transport-moving | Unmarried | Black | Female | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
22 | Private | 175,374 | Some-college | 10 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 24 | United-States | Young | 0 | <=50K |
36 | Private | 108,293 | HS-grad | 9 | Widowed | Other-service | Unmarried | White | Female | 0 | 0 | 24 | United-States | Middle-aged | 0 | <=50K |
43 | ? | 174,662 | Some-college | 10 | Divorced | ? | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
47 | Local-gov | 186,009 | Some-college | 10 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 38 | Mexico | Middle-aged | 0 | <=50K |
34 | Private | 198,183 | HS-grad | 9 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
33 | Private | 163,003 | Bachelors | 13 | Never-married | Exec-managerial | Other-relative | Asian-Pac-Islander | Female | 0 | 0 | 40 | Philippines | Middle-aged | 0 | <=50K |
21 | Private | 296,158 | HS-grad | 9 | Never-married | Craft-repair | Own-child | White | Male | 0 | 0 | 35 | United-States | Young | 0 | <=50K |
52 | ? | 252,903 | HS-grad | 9 | Divorced | ? | Not-in-family | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | >50K |
48 | Private | 187,715 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 46 | United-States | Middle-aged | 0 | <=50K |
23 | Private | 214,542 | Bachelors | 13 | Never-married | Handlers-cleaners | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
29 | Private | 191,535 | HS-grad | 9 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 60 | United-States | Young | 0 | <=50K |
42 | Private | 228,456 | Bachelors | 13 | Separated | Other-service | Other-relative | Black | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
68 | ? | 38,317 | 1st-4th | 2 | Divorced | ? | Not-in-family | White | Female | 0 | 0 | 20 | United-States | Senior | 0 | <=50K |
25 | Private | 252,752 | HS-grad | 9 | Never-married | Other-service | Unmarried | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
44 | Self-emp-inc | 78,374 | Masters | 14 | Divorced | Exec-managerial | Unmarried | Asian-Pac-Islander | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
28 | Private | 88,419 | HS-grad | 9 | Never-married | Exec-managerial | Not-in-family | Asian-Pac-Islander | Female | 0 | 0 | 40 | England | Young | 0 | <=50K |
45 | Self-emp-not-inc | 201,080 | Masters | 14 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
36 | Private | 207,157 | Some-college | 10 | Divorced | Other-service | Unmarried | White | Female | 0 | 0 | 40 | Mexico | Middle-aged | 0 | <=50K |
39 | Federal-gov | 235,485 | Assoc-acdm | 12 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 42 | United-States | Middle-aged | 0 | <=50K |
46 | State-gov | 102,628 | Masters | 14 | Widowed | Protective-serv | Unmarried | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
18 | Private | 25,828 | 11th | 7 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 16 | United-States | Young | 0 | <=50K |
66 | Local-gov | 54,826 | Assoc-voc | 11 | Widowed | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 20 | United-States | Senior | 0 | <=50K |
28 | State-gov | 175,325 | HS-grad | 9 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
27 | Private | 428,030 | Bachelors | 13 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
28 | State-gov | 149,624 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | >50K |
27 | Private | 253,814 | HS-grad | 9 | Married-spouse-absent | Sales | Unmarried | White | Female | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
21 | Private | 312,956 | HS-grad | 9 | Never-married | Craft-repair | Own-child | Black | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
34 | Private | 483,777 | HS-grad | 9 | Never-married | Handlers-cleaners | Not-in-family | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
18 | Private | 183,930 | HS-grad | 9 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 12 | United-States | Young | 0 | <=50K |
33 | Private | 37,274 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 65 | United-States | Middle-aged | 0 | <=50K |
44 | Local-gov | 181,344 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | Black | Male | 0 | 0 | 38 | United-States | Middle-aged | 0 | >50K |
43 | Private | 114,580 | Some-college | 10 | Divorced | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
30 | Private | 633,742 | Some-college | 10 | Never-married | Craft-repair | Not-in-family | Black | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
40 | Private | 286,370 | 7th-8th | 4 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | Mexico | Middle-aged | 0 | >50K |
37 | Federal-gov | 29,054 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 42 | United-States | Middle-aged | 0 | >50K |
34 | Private | 304,030 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
41 | Self-emp-not-inc | 143,129 | Bachelors | 13 | Divorced | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
53 | ? | 135,105 | Bachelors | 13 | Divorced | ? | Not-in-family | White | Female | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
31 | Private | 99,928 | Masters | 14 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
58 | State-gov | 109,567 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 1 | United-States | Middle-aged | 0 | >50K |
38 | Private | 155,222 | Some-college | 10 | Divorced | Machine-op-inspct | Not-in-family | Black | Female | 0 | 0 | 28 | United-States | Middle-aged | 0 | <=50K |
24 | Private | 159,567 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
41 | Local-gov | 523,910 | Bachelors | 13 | Married-civ-spouse | Craft-repair | Husband | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
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