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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34 | Private | 54,850 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 1,590 | 50 | United-States | Middle-aged | 0 | <=50K |
45 | Private | 293,691 | HS-grad | 9 | Divorced | Adm-clerical | Not-in-family | Asian-Pac-Islander | Female | 0 | 1,590 | 40 | Japan | Middle-aged | 0 | <=50K |
47 | Private | 192,053 | HS-grad | 9 | Divorced | Transport-moving | Not-in-family | White | Male | 0 | 1,590 | 40 | United-States | Middle-aged | 0 | <=50K |
50 | Private | 188,186 | Masters | 14 | Divorced | Sales | Not-in-family | White | Female | 0 | 1,590 | 45 | United-States | Middle-aged | 0 | <=50K |
32 | Private | 317,219 | Masters | 14 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 1,590 | 40 | United-States | Middle-aged | 0 | <=50K |
46 | Private | 160,474 | HS-grad | 9 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 1,590 | 43 | United-States | Middle-aged | 0 | <=50K |
32 | Private | 165,949 | Bachelors | 13 | Divorced | Machine-op-inspct | Not-in-family | White | Female | 0 | 1,590 | 42 | United-States | Middle-aged | 0 | <=50K |
34 | Private | 211,948 | HS-grad | 9 | Divorced | Sales | Not-in-family | White | Female | 0 | 1,590 | 40 | United-States | Middle-aged | 0 | <=50K |
32 | Self-emp-not-inc | 188,246 | HS-grad | 9 | Divorced | Sales | Own-child | White | Male | 0 | 1,590 | 62 | United-States | Middle-aged | 0 | <=50K |
35 | Private | 140,915 | Bachelors | 13 | Never-married | Sales | Own-child | Asian-Pac-Islander | Male | 0 | 1,590 | 40 | South | Middle-aged | 0 | <=50K |
29 | Local-gov | 82,393 | HS-grad | 9 | Never-married | Handlers-cleaners | Unmarried | Asian-Pac-Islander | Male | 0 | 1,590 | 45 | United-States | Young | 0 | <=50K |
46 | Private | 254,367 | HS-grad | 9 | Never-married | Transport-moving | Not-in-family | White | Male | 0 | 1,590 | 48 | United-States | Middle-aged | 0 | <=50K |
30 | Private | 340,899 | Prof-school | 15 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 1,590 | 80 | United-States | Middle-aged | 0 | <=50K |
34 | Local-gov | 62,463 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 1,579 | 40 | United-States | Middle-aged | 0 | <=50K |
35 | Private | 111,387 | Some-college | 10 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 1,579 | 40 | United-States | Middle-aged | 0 | <=50K |
31 | Private | 260,782 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 1,579 | 45 | El-Salvador | Middle-aged | 0 | <=50K |
21 | Private | 146,499 | Assoc-voc | 11 | Married-civ-spouse | Adm-clerical | Other-relative | White | Female | 0 | 1,579 | 40 | United-States | Young | 0 | <=50K |
40 | Federal-gov | 177,595 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,579 | 40 | United-States | Middle-aged | 0 | <=50K |
48 | Private | 273,435 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,579 | 40 | United-States | Middle-aged | 0 | <=50K |
41 | Private | 289,886 | 5th-6th | 3 | Married-civ-spouse | Other-service | Husband | Other | Male | 0 | 1,579 | 40 | Nicaragua | Middle-aged | 0 | <=50K |
33 | Private | 54,782 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 1,579 | 42 | United-States | Middle-aged | 0 | <=50K |
31 | Private | 164,243 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,579 | 40 | United-States | Middle-aged | 0 | <=50K |
54 | Self-emp-not-inc | 58,898 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,579 | 48 | United-States | Middle-aged | 0 | <=50K |
51 | Self-emp-not-inc | 136,322 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 1,579 | 40 | United-States | Middle-aged | 0 | <=50K |
25 | Private | 182,227 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,579 | 40 | United-States | Young | 0 | <=50K |
43 | Local-gov | 301,638 | 12th | 8 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 1,579 | 40 | United-States | Middle-aged | 0 | <=50K |
26 | Self-emp-not-inc | 221,626 | HS-grad | 9 | Married-civ-spouse | Other-service | Wife | White | Female | 0 | 1,579 | 20 | United-States | Young | 0 | <=50K |
27 | Private | 87,006 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 0 | 1,579 | 40 | United-States | Young | 0 | <=50K |
24 | Private | 216,469 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 1,579 | 50 | United-States | Young | 0 | <=50K |
50 | Private | 95,435 | 7th-8th | 4 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 1,579 | 65 | Canada | Middle-aged | 0 | <=50K |
55 | Private | 135,803 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | Other | Male | 0 | 1,579 | 35 | India | Middle-aged | 0 | <=50K |
42 | Private | 119,679 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 1,579 | 42 | United-States | Middle-aged | 0 | <=50K |
59 | Self-emp-not-inc | 56,392 | Some-college | 10 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 1,579 | 60 | United-States | Middle-aged | 0 | <=50K |
30 | Private | 117,747 | HS-grad | 9 | Married-civ-spouse | Sales | Wife | Asian-Pac-Islander | Female | 0 | 1,573 | 35 | ? | Middle-aged | 0 | <=50K |
20 | Private | 115,824 | 11th | 7 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 1,573 | 40 | United-States | Young | 0 | <=50K |
23 | Private | 278,107 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 1,573 | 30 | United-States | Young | 0 | <=50K |
34 | Private | 58,305 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,573 | 40 | United-States | Middle-aged | 0 | <=50K |
31 | Private | 202,450 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 1,573 | 40 | United-States | Middle-aged | 0 | <=50K |
27 | Self-emp-not-inc | 151,402 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 1,573 | 70 | United-States | Young | 0 | <=50K |
45 | Private | 196,584 | Assoc-voc | 11 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 1,564 | 40 | United-States | Middle-aged | 0 | >50K |
43 | Private | 174,575 | Bachelors | 13 | Divorced | Exec-managerial | Not-in-family | White | Male | 0 | 1,564 | 45 | United-States | Middle-aged | 0 | >50K |
40 | Self-emp-not-inc | 266,324 | Some-college | 10 | Divorced | Exec-managerial | Other-relative | White | Male | 0 | 1,564 | 70 | Iran | Middle-aged | 0 | >50K |
53 | Private | 156,843 | Masters | 14 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 1,564 | 54 | United-States | Middle-aged | 0 | >50K |
51 | Federal-gov | 282,680 | Doctorate | 16 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 1,564 | 70 | United-States | Middle-aged | 0 | >50K |
40 | Private | 179,717 | Bachelors | 13 | Divorced | Sales | Not-in-family | White | Male | 0 | 1,564 | 60 | United-States | Middle-aged | 0 | >50K |
46 | Federal-gov | 43,206 | Doctorate | 16 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 1,564 | 50 | United-States | Middle-aged | 0 | >50K |
51 | Private | 216,475 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Female | 0 | 1,564 | 43 | United-States | Middle-aged | 0 | >50K |
42 | Private | 143,046 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 1,564 | 38 | United-States | Middle-aged | 0 | >50K |
46 | State-gov | 119,904 | Prof-school | 15 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 1,564 | 55 | United-States | Middle-aged | 0 | >50K |
28 | Private | 181,291 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Female | 0 | 1,564 | 50 | United-States | Young | 0 | >50K |
34 | Private | 98,283 | Prof-school | 15 | Never-married | Tech-support | Not-in-family | Asian-Pac-Islander | Male | 0 | 1,564 | 40 | India | Middle-aged | 0 | >50K |
39 | Self-emp-not-inc | 230,329 | Some-college | 10 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 1,564 | 12 | United-States | Middle-aged | 0 | >50K |
30 | Private | 327,112 | Bachelors | 13 | Divorced | Sales | Not-in-family | White | Male | 0 | 1,564 | 40 | United-States | Middle-aged | 0 | >50K |
33 | Local-gov | 281,784 | Bachelors | 13 | Never-married | Tech-support | Not-in-family | Black | Male | 0 | 1,564 | 52 | United-States | Middle-aged | 0 | >50K |
28 | Private | 190,067 | Bachelors | 13 | Never-married | Prof-specialty | Own-child | White | Female | 0 | 1,564 | 40 | United-States | Young | 0 | >50K |
44 | Private | 207,685 | HS-grad | 9 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 1,564 | 55 | England | Middle-aged | 0 | >50K |
34 | Private | 34,862 | Bachelors | 13 | Divorced | Sales | Not-in-family | Amer-Indian-Eskimo | Male | 0 | 1,564 | 60 | United-States | Middle-aged | 0 | >50K |
29 | Self-emp-not-inc | 341,672 | HS-grad | 9 | Married-spouse-absent | Transport-moving | Other-relative | Asian-Pac-Islander | Male | 0 | 1,564 | 50 | India | Young | 0 | >50K |
47 | Private | 150,768 | Bachelors | 13 | Divorced | Handlers-cleaners | Not-in-family | White | Male | 0 | 1,564 | 51 | United-States | Middle-aged | 0 | >50K |
39 | Private | 165,106 | Bachelors | 13 | Married-spouse-absent | Craft-repair | Not-in-family | White | Male | 0 | 1,564 | 50 | ? | Middle-aged | 0 | >50K |
29 | Local-gov | 302,422 | Assoc-voc | 11 | Never-married | Protective-serv | Not-in-family | White | Male | 0 | 1,564 | 56 | United-States | Young | 0 | >50K |
31 | Private | 240,441 | Masters | 14 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 1,564 | 40 | United-States | Middle-aged | 0 | >50K |
31 | Private | 44,464 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Female | 0 | 1,564 | 60 | United-States | Middle-aged | 0 | >50K |
39 | Private | 284,166 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 1,564 | 50 | United-States | Middle-aged | 0 | >50K |
67 | Private | 397,831 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,539 | 40 | United-States | Senior | 0 | <=50K |
46 | Private | 187,370 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Male | 0 | 1,504 | 40 | United-States | Middle-aged | 0 | <=50K |
44 | Private | 111,483 | HS-grad | 9 | Never-married | Adm-clerical | Own-child | White | Male | 0 | 1,504 | 50 | United-States | Middle-aged | 0 | <=50K |
21 | ? | 161,930 | HS-grad | 9 | Never-married | ? | Own-child | Black | Female | 0 | 1,504 | 30 | United-States | Young | 0 | <=50K |
25 | Private | 178,505 | Some-college | 10 | Never-married | Exec-managerial | Other-relative | White | Female | 0 | 1,504 | 45 | United-States | Young | 0 | <=50K |
59 | Local-gov | 114,401 | HS-grad | 9 | Widowed | Other-service | Not-in-family | White | Female | 0 | 1,504 | 19 | United-States | Middle-aged | 0 | <=50K |
47 | Private | 223,342 | HS-grad | 9 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 1,504 | 35 | United-States | Middle-aged | 0 | <=50K |
21 | Private | 118,712 | Assoc-voc | 11 | Never-married | Craft-repair | Own-child | White | Male | 0 | 1,504 | 40 | United-States | Young | 0 | <=50K |
44 | Private | 222,978 | HS-grad | 9 | Divorced | Sales | Not-in-family | White | Female | 0 | 1,504 | 40 | United-States | Middle-aged | 0 | <=50K |
31 | Private | 187,901 | Some-college | 10 | Never-married | Sales | Not-in-family | White | Female | 0 | 1,504 | 40 | United-States | Middle-aged | 0 | <=50K |
37 | Private | 245,053 | Some-college | 10 | Divorced | Handlers-cleaners | Own-child | White | Male | 0 | 1,504 | 40 | United-States | Middle-aged | 0 | <=50K |
44 | Private | 262,684 | HS-grad | 9 | Divorced | Adm-clerical | Not-in-family | White | Female | 0 | 1,504 | 45 | United-States | Middle-aged | 0 | <=50K |
25 | Private | 177,017 | HS-grad | 9 | Never-married | Sales | Not-in-family | White | Male | 0 | 1,504 | 37 | United-States | Young | 0 | <=50K |
21 | Private | 52,753 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 1,504 | 40 | United-States | Young | 0 | <=50K |
27 | Private | 189,462 | Masters | 14 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 1,504 | 45 | United-States | Young | 0 | <=50K |
27 | Private | 38,606 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Male | 0 | 1,504 | 45 | United-States | Young | 0 | <=50K |
53 | ? | 150,393 | HS-grad | 9 | Never-married | ? | Not-in-family | White | Male | 0 | 1,504 | 35 | United-States | Middle-aged | 0 | <=50K |
34 | Self-emp-not-inc | 156,809 | Some-college | 10 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 1,504 | 60 | United-States | Middle-aged | 0 | <=50K |
30 | Private | 89,735 | HS-grad | 9 | Never-married | Craft-repair | Own-child | White | Male | 0 | 1,504 | 40 | United-States | Middle-aged | 0 | <=50K |
43 | Private | 50,356 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,485 | 50 | United-States | Middle-aged | 0 | <=50K |
32 | Private | 211,699 | Assoc-acdm | 12 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 0 | 1,485 | 40 | United-States | Middle-aged | 0 | >50K |
49 | Private | 168,211 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,485 | 40 | United-States | Middle-aged | 0 | >50K |
41 | Local-gov | 344,624 | Some-college | 10 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 1,485 | 40 | United-States | Middle-aged | 0 | >50K |
32 | Private | 130,304 | HS-grad | 9 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,485 | 48 | United-States | Middle-aged | 0 | <=50K |
48 | Private | 202,467 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,485 | 40 | United-States | Middle-aged | 0 | >50K |
46 | Private | 175,109 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 1,485 | 40 | United-States | Middle-aged | 0 | >50K |
59 | Private | 107,833 | 10th | 6 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 1,485 | 40 | United-States | Middle-aged | 0 | >50K |
36 | Private | 398,931 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,485 | 50 | United-States | Middle-aged | 0 | >50K |
53 | Private | 238,481 | Assoc-voc | 11 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,485 | 40 | United-States | Middle-aged | 0 | <=50K |
37 | Private | 176,756 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Husband | Black | Male | 0 | 1,485 | 70 | United-States | Middle-aged | 0 | >50K |
58 | Federal-gov | 81,973 | Some-college | 10 | Married-civ-spouse | Tech-support | Husband | Asian-Pac-Islander | Male | 0 | 1,485 | 40 | United-States | Middle-aged | 0 | >50K |
47 | Private | 189,123 | 11th | 7 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 1,485 | 58 | United-States | Middle-aged | 0 | <=50K |
40 | Private | 316,820 | Some-college | 10 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 1,485 | 40 | United-States | Middle-aged | 0 | <=50K |
45 | Self-emp-not-inc | 192,203 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,485 | 40 | United-States | Middle-aged | 0 | >50K |
30 | Private | 97,933 | Assoc-acdm | 12 | Married-civ-spouse | Transport-moving | Wife | White | Female | 0 | 1,485 | 37 | United-States | Middle-aged | 0 | >50K |
60 | Self-emp-not-inc | 148,492 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,485 | 50 | United-States | Senior | 0 | >50K |
Subsets and Splits