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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
31 | Federal-gov | 59,732 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | Amer-Indian-Eskimo | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
28 | Private | 178,489 | Bachelors | 13 | Never-married | Exec-managerial | Unmarried | Black | Female | 0 | 0 | 45 | ? | Young | 0 | <=50K |
41 | ? | 252,127 | Some-college | 10 | Widowed | ? | Unmarried | Black | Female | 0 | 0 | 20 | United-States | Middle-aged | 0 | <=50K |
37 | Private | 109,633 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 16 | United-States | Middle-aged | 0 | >50K |
19 | Private | 160,811 | HS-grad | 9 | Never-married | Sales | Own-child | White | Male | 0 | 0 | 38 | United-States | Young | 0 | <=50K |
27 | Self-emp-not-inc | 365,110 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
61 | Self-emp-not-inc | 113,080 | 9th | 5 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 58 | United-States | Senior | 0 | >50K |
39 | Private | 206,074 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | >50K |
25 | Private | 173,062 | Bachelors | 13 | Never-married | Handlers-cleaners | Unmarried | Black | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
58 | Private | 117,273 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
27 | Self-emp-not-inc | 153,805 | Some-college | 10 | Married-civ-spouse | Transport-moving | Other-relative | Other | Male | 0 | 0 | 50 | Ecuador | Young | 0 | >50K |
51 | Private | 293,802 | 5th-6th | 3 | Married-civ-spouse | Handlers-cleaners | Husband | Black | Male | 0 | 0 | 52 | United-States | Middle-aged | 0 | <=50K |
46 | Private | 166,809 | HS-grad | 9 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
67 | ? | 34,122 | 5th-6th | 3 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
50 | Local-gov | 231,725 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
20 | Private | 63,210 | HS-grad | 9 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 15 | United-States | Young | 0 | <=50K |
35 | Private | 108,293 | Bachelors | 13 | Widowed | Prof-specialty | Unmarried | White | Female | 0 | 0 | 32 | United-States | Middle-aged | 0 | >50K |
57 | Private | 116,878 | 1st-4th | 2 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 40 | Italy | Middle-aged | 0 | <=50K |
40 | Private | 110,622 | Prof-school | 15 | Married-civ-spouse | Adm-clerical | Other-relative | Asian-Pac-Islander | Female | 0 | 0 | 40 | Philippines | Middle-aged | 0 | <=50K |
42 | Local-gov | 180,318 | 10th | 6 | Never-married | Farming-fishing | Unmarried | White | Male | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
67 | Self-emp-inc | 112,318 | 10th | 6 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
30 | Private | 27,153 | HS-grad | 9 | Never-married | Handlers-cleaners | Not-in-family | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
26 | Private | 73,312 | 11th | 7 | Never-married | Machine-op-inspct | Unmarried | White | Female | 0 | 0 | 15 | United-States | Young | 0 | <=50K |
51 | Private | 145,409 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
38 | Private | 167,882 | Some-college | 10 | Widowed | Other-service | Other-relative | Black | Female | 0 | 0 | 45 | Haiti | Middle-aged | 0 | <=50K |
24 | Private | 236,696 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 35 | United-States | Young | 0 | <=50K |
48 | Self-emp-not-inc | 28,791 | HS-grad | 9 | Married-civ-spouse | Sales | Wife | White | Female | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
35 | Private | 189,922 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
61 | ? | 584,259 | Masters | 14 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 2 | United-States | Senior | 0 | >50K |
26 | Private | 173,992 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 45 | United-States | Young | 0 | >50K |
64 | Private | 253,759 | HS-grad | 9 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 3 | United-States | Senior | 0 | <=50K |
26 | Private | 111,243 | HS-grad | 9 | Never-married | Adm-clerical | Unmarried | White | Female | 0 | 0 | 35 | United-States | Young | 0 | <=50K |
39 | Self-emp-not-inc | 147,850 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
55 | Private | 171,015 | Some-college | 10 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 0 | 36 | United-States | Middle-aged | 0 | <=50K |
23 | Private | 118,023 | Some-college | 10 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 45 | ? | Young | 0 | <=50K |
33 | Self-emp-not-inc | 361,497 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
31 | Private | 137,290 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 55 | United-States | Middle-aged | 0 | >50K |
28 | Local-gov | 401,886 | HS-grad | 9 | Never-married | Adm-clerical | Other-relative | White | Male | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
50 | Private | 201,882 | Masters | 14 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
26 | Local-gov | 30,793 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 55 | United-States | Young | 0 | >50K |
51 | Private | 210,736 | HS-grad | 9 | Married-spouse-absent | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
34 | Private | 167,781 | HS-grad | 9 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
29 | Private | 144,592 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | Young | 0 | >50K |
24 | Private | 493,034 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | Black | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
27 | Private | 184,078 | Assoc-voc | 11 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
44 | Private | 191,814 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
24 | Private | 329,852 | HS-grad | 9 | Never-married | Machine-op-inspct | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
54 | Private | 223,660 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 55 | United-States | Middle-aged | 0 | >50K |
47 | Private | 177,087 | Some-college | 10 | Separated | Adm-clerical | Unmarried | White | Female | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
30 | Private | 143,766 | HS-grad | 9 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
35 | Private | 234,271 | Some-college | 10 | Divorced | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
39 | Federal-gov | 314,822 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Husband | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
42 | Private | 195,584 | Assoc-acdm | 12 | Separated | Adm-clerical | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
41 | Private | 126,850 | Prof-school | 15 | Married-civ-spouse | Adm-clerical | Husband | Asian-Pac-Islander | Male | 0 | 0 | 40 | Philippines | Middle-aged | 0 | <=50K |
36 | Private | 279,485 | HS-grad | 9 | Never-married | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 38 | United-States | Middle-aged | 0 | <=50K |
44 | Private | 267,717 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 42 | United-States | Middle-aged | 0 | >50K |
42 | ? | 175,935 | HS-grad | 9 | Separated | ? | Unmarried | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
20 | Private | 163,665 | Some-college | 10 | Never-married | Transport-moving | Own-child | White | Female | 0 | 0 | 17 | United-States | Young | 0 | <=50K |
29 | Private | 200,468 | 10th | 6 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
27 | Private | 91,501 | HS-grad | 9 | Married-civ-spouse | Tech-support | Wife | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
30 | Private | 182,771 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | Asian-Pac-Islander | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
31 | Private | 20,511 | Bachelors | 13 | Never-married | Other-service | Not-in-family | White | Female | 0 | 0 | 25 | United-States | Middle-aged | 0 | <=50K |
21 | Private | 538,822 | HS-grad | 9 | Never-married | Other-service | Other-relative | White | Male | 0 | 0 | 40 | Mexico | Young | 0 | <=50K |
26 | Private | 332,008 | Some-college | 10 | Never-married | Craft-repair | Unmarried | Asian-Pac-Islander | Male | 0 | 0 | 37 | Taiwan | Young | 0 | <=50K |
57 | Self-emp-inc | 220,789 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | >50K |
59 | Self-emp-not-inc | 114,760 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 20 | United-States | Middle-aged | 0 | >50K |
87 | ? | 90,338 | HS-grad | 9 | Widowed | ? | Not-in-family | White | Male | 0 | 0 | 2 | United-States | Senior | 0 | <=50K |
25 | Private | 181,576 | Some-college | 10 | Never-married | Transport-moving | Not-in-family | White | Male | 0 | 0 | 55 | United-States | Young | 0 | <=50K |
32 | State-gov | 542,265 | HS-grad | 9 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
38 | Private | 193,026 | 11th | 7 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
21 | Private | 25,505 | Assoc-voc | 11 | Never-married | Adm-clerical | Unmarried | Black | Female | 0 | 0 | 35 | United-States | Young | 0 | <=50K |
17 | Private | 375,657 | 11th | 7 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 30 | United-States | Young | 0 | <=50K |
44 | Private | 201,599 | 11th | 7 | Never-married | Machine-op-inspct | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
23 | Private | 181,820 | Some-college | 10 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
30 | State-gov | 54,318 | 11th | 7 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
51 | Self-emp-not-inc | 141,388 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 55 | United-States | Middle-aged | 0 | <=50K |
54 | Self-emp-not-inc | 57,101 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
44 | Private | 168,515 | Some-college | 10 | Divorced | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | Germany | Middle-aged | 0 | <=50K |
60 | Private | 163,665 | Some-college | 10 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 16 | United-States | Senior | 0 | >50K |
39 | Private | 293,291 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
55 | Private | 70,088 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
36 | Private | 199,346 | Masters | 14 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
33 | Private | 207,201 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 55 | United-States | Middle-aged | 0 | >50K |
40 | Local-gov | 293,809 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 20 | United-States | Middle-aged | 0 | <=50K |
30 | Private | 378,009 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
40 | Private | 226,608 | Some-college | 10 | Divorced | Tech-support | Not-in-family | White | Male | 0 | 0 | 30 | Guatemala | Middle-aged | 0 | >50K |
24 | Private | 314,182 | HS-grad | 9 | Never-married | Transport-moving | Not-in-family | White | Female | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
18 | Private | 170,544 | 11th | 7 | Never-married | Sales | Own-child | White | Male | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
18 | Private | 94,196 | HS-grad | 9 | Never-married | Handlers-cleaners | Own-child | White | Female | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
49 | Private | 193,047 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | >50K |
42 | Private | 112,607 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
28 | Local-gov | 146,949 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
32 | Private | 309,513 | Assoc-acdm | 12 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
48 | Self-emp-not-inc | 191,389 | Some-college | 10 | Separated | Sales | Unmarried | White | Female | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
24 | Private | 213,902 | 7th-8th | 4 | Never-married | Priv-house-serv | Own-child | White | Female | 0 | 0 | 32 | El-Salvador | Young | 0 | <=50K |
73 | Self-emp-not-inc | 46,514 | HS-grad | 9 | Married-civ-spouse | Sales | Wife | White | Female | 0 | 0 | 25 | United-States | Senior | 0 | <=50K |
23 | Private | 38,707 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 60 | United-States | Young | 0 | >50K |
19 | Private | 188,568 | Some-college | 10 | Never-married | Priv-house-serv | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
27 | Private | 215,014 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 35 | Mexico | Young | 0 | <=50K |
27 | Private | 184,477 | 12th | 8 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
Subsets and Splits