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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
57 | Private | 226,875 | 7th-8th | 4 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
18 | Private | 36,162 | 11th | 7 | Never-married | Craft-repair | Own-child | White | Male | 0 | 0 | 5 | United-States | Young | 0 | <=50K |
52 | Private | 294,991 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
24 | ? | 108,495 | HS-grad | 9 | Never-married | ? | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
42 | Self-emp-inc | 161,532 | Bachelors | 13 | Married-civ-spouse | Craft-repair | Husband | Black | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
28 | Local-gov | 332,249 | HS-grad | 9 | Separated | Transport-moving | Own-child | White | Male | 0 | 0 | 45 | United-States | Young | 0 | <=50K |
32 | Private | 268,147 | Assoc-voc | 11 | Never-married | Tech-support | Unmarried | White | Female | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
56 | Federal-gov | 317,847 | Bachelors | 13 | Divorced | Adm-clerical | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
44 | Private | 52,028 | 1st-4th | 2 | Married-civ-spouse | Other-service | Wife | Asian-Pac-Islander | Female | 0 | 0 | 40 | Vietnam | Middle-aged | 0 | <=50K |
20 | Private | 184,045 | Some-college | 10 | Never-married | Sales | Unmarried | Black | Female | 0 | 0 | 30 | United-States | Young | 0 | <=50K |
32 | Private | 206,609 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | >50K |
32 | Private | 313,835 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
51 | Self-emp-inc | 260,938 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
23 | Private | 335,067 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Male | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
34 | Private | 331,126 | HS-grad | 9 | Never-married | Other-service | Unmarried | Black | Male | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
53 | Private | 156,612 | 12th | 8 | Divorced | Transport-moving | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
44 | Private | 188,436 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
60 | Private | 227,468 | Some-college | 10 | Widowed | Protective-serv | Not-in-family | Black | Female | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
55 | Private | 183,580 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 38 | United-States | Middle-aged | 0 | <=50K |
57 | Self-emp-not-inc | 50,990 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
59 | Private | 384,246 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
26 | ? | 375,313 | Some-college | 10 | Never-married | ? | Own-child | Asian-Pac-Islander | Male | 0 | 0 | 40 | Philippines | Young | 0 | <=50K |
49 | Private | 93,639 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 0 | 0 | 43 | United-States | Middle-aged | 0 | <=50K |
45 | Private | 30,289 | 12th | 8 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
29 | Self-emp-inc | 124,950 | Bachelors | 13 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
37 | Self-emp-not-inc | 126,675 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | >50K |
21 | Private | 145,964 | 12th | 8 | Never-married | Farming-fishing | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
36 | State-gov | 345,712 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
18 | ? | 97,474 | HS-grad | 9 | Never-married | ? | Own-child | White | Female | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
37 | Private | 180,342 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
19 | Private | 167,087 | HS-grad | 9 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
65 | ? | 192,825 | 7th-8th | 4 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 25 | United-States | Senior | 0 | <=50K |
30 | Private | 318,749 | Assoc-voc | 11 | Married-civ-spouse | Tech-support | Wife | White | Female | 0 | 0 | 35 | Germany | Middle-aged | 0 | <=50K |
27 | ? | 147,638 | Masters | 14 | Never-married | ? | Not-in-family | Other | Female | 0 | 0 | 40 | Japan | Young | 0 | <=50K |
59 | Federal-gov | 293,971 | Some-college | 10 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
32 | Private | 229,566 | Assoc-voc | 11 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | >50K |
25 | Private | 242,464 | Bachelors | 13 | Never-married | Adm-clerical | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
40 | Private | 111,067 | Bachelors | 13 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 80 | United-States | Middle-aged | 0 | >50K |
21 | ? | 155,697 | 9th | 5 | Never-married | ? | Own-child | White | Male | 0 | 0 | 42 | United-States | Young | 0 | <=50K |
49 | Local-gov | 106,554 | Bachelors | 13 | Divorced | Prof-specialty | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
49 | Private | 23,776 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
51 | ? | 43,909 | HS-grad | 9 | Divorced | ? | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
48 | Private | 105,808 | 9th | 5 | Widowed | Transport-moving | Unmarried | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
42 | Private | 169,995 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
53 | Private | 141,388 | 11th | 7 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
29 | Self-emp-not-inc | 241,431 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 45 | United-States | Young | 0 | <=50K |
21 | ? | 78,374 | HS-grad | 9 | Never-married | ? | Other-relative | Asian-Pac-Islander | Female | 0 | 0 | 24 | United-States | Young | 0 | <=50K |
54 | Self-emp-not-inc | 158,948 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 15 | United-States | Middle-aged | 0 | <=50K |
34 | Private | 272,411 | Bachelors | 13 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
62 | ? | 263,374 | Assoc-voc | 11 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 40 | Canada | Senior | 0 | <=50K |
30 | Private | 190,228 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
27 | Private | 126,060 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
25 | Private | 391,192 | Assoc-voc | 11 | Never-married | Craft-repair | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
26 | Private | 214,069 | HS-grad | 9 | Separated | Farming-fishing | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
55 | Private | 118,993 | Some-college | 10 | Separated | Exec-managerial | Unmarried | White | Female | 0 | 0 | 10 | United-States | Middle-aged | 0 | <=50K |
26 | Private | 245,880 | HS-grad | 9 | Never-married | Other-service | Other-relative | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
45 | Private | 174,794 | Bachelors | 13 | Separated | Prof-specialty | Unmarried | White | Female | 0 | 0 | 56 | Germany | Middle-aged | 0 | <=50K |
61 | Local-gov | 153,408 | Masters | 14 | Divorced | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Senior | 0 | >50K |
34 | ? | 330,301 | 7th-8th | 4 | Separated | ? | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
26 | Private | 385,278 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | Black | Male | 0 | 0 | 60 | United-States | Young | 0 | <=50K |
44 | Federal-gov | 38,434 | Masters | 14 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
45 | Self-emp-not-inc | 111,679 | Some-college | 10 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
55 | Private | 168,956 | Some-college | 10 | Divorced | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
20 | Private | 86,143 | Some-college | 10 | Never-married | Other-service | Other-relative | Asian-Pac-Islander | Male | 0 | 0 | 30 | United-States | Young | 0 | <=50K |
48 | Private | 99,835 | Assoc-acdm | 12 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
33 | Private | 263,561 | HS-grad | 9 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
44 | Private | 118,536 | 9th | 5 | Married-civ-spouse | Machine-op-inspct | Husband | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
32 | Self-emp-inc | 209,691 | Bachelors | 13 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 50 | Canada | Middle-aged | 0 | <=50K |
54 | Private | 123,374 | 7th-8th | 4 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
40 | Private | 137,225 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
29 | Private | 119,359 | HS-grad | 9 | Married-civ-spouse | Prof-specialty | Wife | Asian-Pac-Islander | Female | 0 | 0 | 10 | China | Young | 0 | >50K |
56 | Private | 134,153 | 10th | 6 | Married-civ-spouse | Adm-clerical | Husband | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
47 | Private | 121,124 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
22 | Private | 147,655 | Some-college | 10 | Never-married | Tech-support | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
46 | Private | 165,138 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | >50K |
24 | Federal-gov | 312,017 | Some-college | 10 | Never-married | Exec-managerial | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
37 | Private | 272,950 | HS-grad | 9 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
49 | Private | 259,323 | HS-grad | 9 | Divorced | Craft-repair | Unmarried | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
21 | Private | 119,156 | HS-grad | 9 | Never-married | Craft-repair | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
55 | Private | 165,881 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
23 | State-gov | 136,075 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 32 | United-States | Young | 0 | <=50K |
50 | Private | 187,465 | 11th | 7 | Divorced | Sales | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
44 | Private | 328,561 | Assoc-voc | 11 | Married-civ-spouse | Adm-clerical | Other-relative | White | Female | 0 | 0 | 20 | United-States | Middle-aged | 0 | <=50K |
48 | Private | 350,440 | Some-college | 10 | Married-civ-spouse | Craft-repair | Other-relative | Asian-Pac-Islander | Male | 0 | 0 | 40 | Cambodia | Middle-aged | 0 | >50K |
38 | Self-emp-not-inc | 109,133 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 70 | United-States | Middle-aged | 0 | >50K |
39 | Private | 86,643 | Some-college | 10 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
52 | Federal-gov | 154,521 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 44 | United-States | Middle-aged | 0 | >50K |
63 | Private | 45,912 | HS-grad | 9 | Widowed | Other-service | Other-relative | White | Female | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
37 | Private | 338,033 | Masters | 14 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
26 | State-gov | 158,963 | Masters | 14 | Never-married | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
19 | Private | 119,964 | HS-grad | 9 | Never-married | Craft-repair | Other-relative | White | Female | 0 | 0 | 15 | United-States | Young | 0 | <=50K |
34 | Private | 193,344 | Some-college | 10 | Never-married | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | Germany | Middle-aged | 0 | <=50K |
29 | Local-gov | 45,554 | Some-college | 10 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
33 | Private | 249,716 | HS-grad | 9 | Never-married | Tech-support | Not-in-family | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
53 | Private | 58,985 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 24 | United-States | Middle-aged | 0 | <=50K |
24 | Private | 456,367 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
39 | Private | 117,381 | Some-college | 10 | Divorced | Transport-moving | Not-in-family | White | Male | 0 | 0 | 65 | United-States | Middle-aged | 0 | <=50K |
31 | Private | 226,443 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
22 | Private | 364,342 | Assoc-voc | 11 | Never-married | Sales | Not-in-family | Black | Female | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
42 | Local-gov | 101,593 | Bachelors | 13 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 42 | United-States | Middle-aged | 0 | <=50K |
Subsets and Splits