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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
36 | Private | 99,146 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
27 | Private | 169,117 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Wife | Black | Female | 0 | 1,887 | 40 | United-States | Young | 0 | >50K |
46 | Private | 190,115 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
61 | Self-emp-not-inc | 215,591 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,887 | 40 | United-States | Senior | 0 | >50K |
39 | Local-gov | 132,879 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
47 | Private | 168,232 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 1,887 | 45 | United-States | Middle-aged | 0 | >50K |
45 | Private | 168,262 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
55 | State-gov | 153,451 | HS-grad | 9 | Married-civ-spouse | Tech-support | Wife | White | Female | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
38 | Self-emp-not-inc | 43,712 | 11th | 7 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,887 | 45 | United-States | Middle-aged | 0 | >50K |
57 | Private | 314,153 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,887 | 55 | United-States | Middle-aged | 0 | >50K |
38 | Self-emp-not-inc | 122,493 | 10th | 6 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
28 | Private | 51,461 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 1,887 | 40 | United-States | Young | 0 | >50K |
40 | Private | 187,802 | Some-college | 10 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
36 | Private | 174,938 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,887 | 50 | United-States | Middle-aged | 0 | >50K |
36 | Private | 180,667 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,887 | 60 | United-States | Middle-aged | 0 | >50K |
30 | Self-emp-not-inc | 146,161 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,887 | 50 | United-States | Middle-aged | 0 | >50K |
35 | Private | 401,930 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 0 | 1,887 | 42 | United-States | Middle-aged | 0 | >50K |
32 | Self-emp-not-inc | 410,615 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 1,887 | 60 | United-States | Middle-aged | 0 | >50K |
55 | Private | 193,130 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
29 | Private | 383,745 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 1,887 | 30 | United-States | Young | 0 | >50K |
37 | Self-emp-inc | 183,800 | Assoc-acdm | 12 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
36 | Private | 86,459 | Assoc-voc | 11 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,887 | 50 | United-States | Middle-aged | 0 | >50K |
42 | ? | 212,206 | Masters | 14 | Married-civ-spouse | ? | Wife | White | Female | 0 | 1,887 | 48 | United-States | Middle-aged | 0 | >50K |
40 | State-gov | 174,283 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,887 | 50 | United-States | Middle-aged | 0 | >50K |
26 | Private | 164,488 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,887 | 40 | United-States | Young | 0 | >50K |
44 | Private | 151,089 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,887 | 60 | United-States | Middle-aged | 0 | >50K |
47 | Private | 284,871 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
35 | Private | 185,556 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
58 | Private | 34,788 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
41 | Self-emp-inc | 125,831 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,887 | 55 | United-States | Middle-aged | 0 | >50K |
41 | Private | 194,360 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
38 | Local-gov | 286,405 | Doctorate | 16 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,887 | 50 | United-States | Middle-aged | 0 | >50K |
47 | Self-emp-not-inc | 122,307 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
39 | Private | 176,296 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | Black | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
42 | Private | 173,704 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,887 | 50 | United-States | Middle-aged | 0 | >50K |
42 | Private | 212,894 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
37 | Private | 292,855 | Assoc-voc | 11 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 1,887 | 35 | United-States | Middle-aged | 0 | >50K |
41 | Private | 214,242 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
51 | Private | 110,747 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
50 | Private | 128,143 | Bachelors | 13 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,887 | 50 | United-States | Middle-aged | 0 | >50K |
43 | Private | 184,321 | 10th | 6 | Married-civ-spouse | Machine-op-inspct | Husband | Black | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
28 | Private | 141,957 | Assoc-acdm | 12 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 1,887 | 70 | United-States | Young | 0 | >50K |
35 | Self-emp-inc | 111,319 | Assoc-acdm | 12 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,887 | 45 | United-States | Middle-aged | 0 | >50K |
59 | Private | 100,313 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
28 | Private | 138,692 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,887 | 40 | United-States | Young | 0 | >50K |
42 | Self-emp-not-inc | 185,129 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
51 | Private | 162,238 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,887 | 47 | United-States | Middle-aged | 0 | >50K |
54 | Private | 215,990 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,887 | 44 | United-States | Middle-aged | 0 | >50K |
45 | Private | 102,771 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
38 | Local-gov | 172,855 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | Black | Female | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
46 | Federal-gov | 344,415 | Masters | 14 | Married-civ-spouse | Armed-Forces | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
33 | Local-gov | 182,971 | Some-college | 10 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
36 | Private | 272,944 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
36 | Local-gov | 52,532 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,887 | 50 | United-States | Middle-aged | 0 | >50K |
61 | Federal-gov | 229,062 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 1,887 | 40 | United-States | Senior | 0 | >50K |
30 | Self-emp-inc | 127,651 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,887 | 48 | United-States | Middle-aged | 0 | >50K |
50 | Private | 213,290 | Assoc-voc | 11 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 1,887 | 36 | United-States | Middle-aged | 0 | >50K |
58 | Private | 314,092 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,887 | 48 | United-States | Middle-aged | 0 | >50K |
43 | Private | 266,439 | Bachelors | 13 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
40 | Private | 119,101 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,887 | 68 | United-States | Middle-aged | 0 | >50K |
55 | Federal-gov | 238,192 | HS-grad | 9 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
52 | Private | 159,755 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
44 | Self-emp-not-inc | 343,190 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,887 | 55 | United-States | Middle-aged | 0 | >50K |
39 | Federal-gov | 376,455 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,887 | 50 | United-States | Middle-aged | 0 | >50K |
45 | Private | 126,889 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,887 | 60 | United-States | Middle-aged | 0 | >50K |
42 | Self-emp-not-inc | 351,161 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
29 | Private | 228,860 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,887 | 50 | United-States | Young | 0 | >50K |
46 | Private | 102,318 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
55 | Private | 110,748 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
33 | Self-emp-not-inc | 170,979 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
44 | Private | 186,916 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 1,887 | 60 | United-States | Middle-aged | 0 | >50K |
37 | Private | 73,471 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,887 | 47 | United-States | Middle-aged | 0 | >50K |
64 | Self-emp-inc | 161,325 | Assoc-acdm | 12 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,887 | 50 | United-States | Senior | 0 | >50K |
43 | State-gov | 24,763 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,887 | 45 | United-States | Middle-aged | 0 | >50K |
36 | Private | 33,394 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,887 | 35 | United-States | Middle-aged | 0 | >50K |
55 | Private | 359,972 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
34 | Private | 242,984 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,887 | 45 | United-States | Middle-aged | 0 | >50K |
29 | Private | 250,967 | Assoc-voc | 11 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 1,887 | 48 | United-States | Young | 0 | >50K |
37 | Private | 265,737 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | Black | Male | 0 | 1,887 | 60 | Cuba | Middle-aged | 0 | >50K |
42 | Private | 230,959 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Wife | Asian-Pac-Islander | Female | 0 | 1,887 | 40 | Philippines | Middle-aged | 0 | >50K |
41 | Self-emp-not-inc | 111,772 | Assoc-acdm | 12 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
45 | Local-gov | 199,590 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,887 | 40 | Mexico | Middle-aged | 0 | >50K |
35 | Private | 267,866 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | Asian-Pac-Islander | Male | 0 | 1,887 | 50 | Iran | Middle-aged | 0 | >50K |
61 | Private | 115,023 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,887 | 60 | United-States | Senior | 0 | >50K |
49 | Private | 34,545 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
52 | Self-emp-not-inc | 34,973 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 1,887 | 60 | United-States | Middle-aged | 0 | >50K |
46 | Local-gov | 238,162 | Assoc-acdm | 12 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 1,887 | 50 | United-States | Middle-aged | 0 | >50K |
23 | Private | 143,003 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | Asian-Pac-Islander | Male | 0 | 1,887 | 50 | India | Young | 0 | >50K |
36 | Private | 334,291 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
43 | Local-gov | 34,640 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | Other | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
35 | Local-gov | 116,960 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
39 | Private | 128,392 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
39 | Private | 30,529 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
47 | Local-gov | 324,791 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,887 | 50 | United-States | Middle-aged | 0 | >50K |
53 | Local-gov | 186,303 | Some-college | 10 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 1,887 | 40 | United-States | Middle-aged | 0 | >50K |
53 | Private | 304,504 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 1,887 | 45 | United-States | Middle-aged | 0 | >50K |
26 | Private | 397,317 | Masters | 14 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 1,876 | 40 | United-States | Young | 0 | <=50K |
52 | Private | 186,785 | HS-grad | 9 | Never-married | Sales | Not-in-family | White | Male | 0 | 1,876 | 50 | United-States | Middle-aged | 0 | <=50K |
61 | Private | 123,273 | 5th-6th | 3 | Divorced | Transport-moving | Not-in-family | White | Male | 0 | 1,876 | 56 | United-States | Senior | 0 | <=50K |
28 | Local-gov | 154,863 | HS-grad | 9 | Never-married | Protective-serv | Other-relative | Black | Male | 0 | 1,876 | 40 | United-States | Young | 0 | <=50K |
Subsets and Splits