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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
29 | Private | 149,324 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,485 | 40 | United-States | Young | 0 | >50K |
29 | Self-emp-not-inc | 190,636 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | Amer-Indian-Eskimo | Male | 0 | 1,485 | 60 | United-States | Young | 0 | >50K |
32 | Private | 351,869 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 1,485 | 45 | United-States | Middle-aged | 0 | >50K |
50 | Private | 337,606 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 1,485 | 40 | United-States | Middle-aged | 0 | <=50K |
41 | Private | 204,410 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,485 | 44 | United-States | Middle-aged | 0 | >50K |
60 | ? | 56,248 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 0 | 1,485 | 70 | United-States | Senior | 0 | >50K |
29 | Local-gov | 383,745 | Some-college | 10 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 1,485 | 40 | United-States | Young | 0 | >50K |
59 | Private | 174,864 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,485 | 45 | United-States | Middle-aged | 0 | >50K |
37 | Self-emp-inc | 26,698 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,485 | 44 | United-States | Middle-aged | 0 | >50K |
47 | Private | 209,460 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,485 | 47 | United-States | Middle-aged | 0 | <=50K |
34 | Self-emp-not-inc | 213,226 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,485 | 35 | ? | Middle-aged | 0 | <=50K |
27 | Private | 112,754 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,485 | 60 | United-States | Young | 0 | >50K |
34 | Private | 90,705 | Some-college | 10 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 1,485 | 40 | United-States | Middle-aged | 0 | <=50K |
41 | Private | 428,499 | 11th | 7 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,485 | 50 | United-States | Middle-aged | 0 | >50K |
42 | Local-gov | 227,890 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,485 | 40 | United-States | Middle-aged | 0 | <=50K |
33 | ? | 173,998 | HS-grad | 9 | Married-civ-spouse | ? | Wife | White | Female | 0 | 1,485 | 38 | United-States | Middle-aged | 0 | <=50K |
50 | Private | 234,373 | Masters | 14 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 0 | 1,485 | 40 | United-States | Middle-aged | 0 | <=50K |
41 | Private | 193,524 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,485 | 40 | United-States | Middle-aged | 0 | <=50K |
45 | Self-emp-not-inc | 28,497 | Bachelors | 13 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 1,485 | 70 | United-States | Middle-aged | 0 | >50K |
42 | Private | 268,183 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,485 | 60 | United-States | Middle-aged | 0 | <=50K |
46 | Private | 74,895 | Assoc-acdm | 12 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,485 | 55 | United-States | Middle-aged | 0 | <=50K |
57 | State-gov | 399,246 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Husband | Asian-Pac-Islander | Male | 0 | 1,485 | 40 | China | Middle-aged | 0 | <=50K |
38 | Self-emp-inc | 244,803 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,485 | 60 | Cuba | Middle-aged | 0 | >50K |
45 | Self-emp-inc | 311,231 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,485 | 50 | United-States | Middle-aged | 0 | >50K |
34 | Private | 287,737 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 0 | 1,485 | 40 | United-States | Middle-aged | 0 | >50K |
38 | Private | 300,975 | Masters | 14 | Married-civ-spouse | Other-service | Husband | Black | Male | 0 | 1,485 | 40 | ? | Middle-aged | 0 | <=50K |
35 | State-gov | 184,659 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,485 | 40 | United-States | Middle-aged | 0 | >50K |
63 | ? | 29,859 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 0 | 1,485 | 40 | United-States | Senior | 0 | >50K |
34 | Private | 112,212 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 1,485 | 40 | United-States | Middle-aged | 0 | <=50K |
44 | Private | 223,194 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | Black | Male | 0 | 1,485 | 40 | Haiti | Middle-aged | 0 | <=50K |
44 | Local-gov | 165,304 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,485 | 40 | United-States | Middle-aged | 0 | >50K |
50 | Self-emp-inc | 52,565 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,485 | 40 | United-States | Middle-aged | 0 | <=50K |
41 | Private | 117,585 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,485 | 40 | United-States | Middle-aged | 0 | >50K |
31 | Private | 251,659 | Some-college | 10 | Married-civ-spouse | Other-service | Husband | Asian-Pac-Islander | Male | 0 | 1,485 | 55 | ? | Middle-aged | 0 | >50K |
65 | Local-gov | 103,153 | 7th-8th | 4 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,411 | 40 | United-States | Senior | 0 | <=50K |
45 | Private | 386,940 | Bachelors | 13 | Divorced | Exec-managerial | Own-child | White | Male | 0 | 1,408 | 40 | United-States | Middle-aged | 0 | <=50K |
36 | Federal-gov | 255,191 | Masters | 14 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 1,408 | 40 | United-States | Middle-aged | 0 | <=50K |
31 | Private | 331,065 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Female | 0 | 1,408 | 40 | United-States | Middle-aged | 0 | <=50K |
42 | Private | 83,411 | Some-college | 10 | Divorced | Exec-managerial | Not-in-family | White | Male | 0 | 1,408 | 40 | United-States | Middle-aged | 0 | <=50K |
38 | Private | 193,026 | HS-grad | 9 | Never-married | Other-service | Unmarried | White | Male | 0 | 1,408 | 40 | ? | Middle-aged | 0 | <=50K |
46 | Local-gov | 202,560 | Bachelors | 13 | Divorced | Prof-specialty | Not-in-family | White | Female | 0 | 1,408 | 40 | United-States | Middle-aged | 0 | <=50K |
28 | Private | 103,802 | Bachelors | 13 | Never-married | Exec-managerial | Own-child | White | Female | 0 | 1,408 | 40 | ? | Young | 0 | <=50K |
35 | Private | 474,136 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 1,408 | 40 | United-States | Middle-aged | 0 | <=50K |
54 | Private | 188,136 | Bachelors | 13 | Divorced | Sales | Not-in-family | White | Female | 0 | 1,408 | 38 | United-States | Middle-aged | 0 | <=50K |
34 | Private | 345,705 | HS-grad | 9 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 1,408 | 38 | United-States | Middle-aged | 0 | <=50K |
29 | Private | 193,152 | HS-grad | 9 | Never-married | Handlers-cleaners | Not-in-family | White | Male | 0 | 1,408 | 40 | United-States | Young | 0 | <=50K |
24 | Private | 216,129 | HS-grad | 9 | Never-married | Craft-repair | Own-child | White | Male | 0 | 1,408 | 50 | United-States | Young | 0 | <=50K |
44 | Private | 225,263 | Some-college | 10 | Divorced | Sales | Unmarried | White | Female | 0 | 1,408 | 46 | United-States | Middle-aged | 0 | <=50K |
33 | Private | 213,002 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 1,408 | 36 | United-States | Middle-aged | 0 | <=50K |
47 | Local-gov | 219,632 | Assoc-acdm | 12 | Separated | Exec-managerial | Not-in-family | White | Male | 0 | 1,408 | 40 | United-States | Middle-aged | 0 | <=50K |
28 | Private | 339,372 | Bachelors | 13 | Never-married | Adm-clerical | Not-in-family | White | Male | 0 | 1,408 | 40 | United-States | Young | 0 | <=50K |
38 | Private | 123,833 | Some-college | 10 | Never-married | Other-service | Not-in-family | White | Male | 0 | 1,408 | 40 | United-States | Middle-aged | 0 | <=50K |
41 | Private | 41,901 | Some-college | 10 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 1,408 | 40 | United-States | Middle-aged | 0 | <=50K |
50 | Private | 178,596 | HS-grad | 9 | Divorced | Craft-repair | Unmarried | White | Male | 0 | 1,408 | 50 | United-States | Middle-aged | 0 | <=50K |
29 | Federal-gov | 106,179 | Some-college | 10 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 1,408 | 40 | United-States | Young | 0 | <=50K |
50 | Self-emp-not-inc | 240,922 | Assoc-acdm | 12 | Never-married | Sales | Not-in-family | White | Female | 0 | 1,408 | 5 | United-States | Middle-aged | 0 | <=50K |
49 | Private | 141,944 | Assoc-voc | 11 | Married-spouse-absent | Handlers-cleaners | Unmarried | White | Male | 0 | 1,380 | 42 | United-States | Middle-aged | 0 | <=50K |
31 | Private | 243,605 | Bachelors | 13 | Widowed | Sales | Unmarried | White | Female | 0 | 1,380 | 40 | Cuba | Middle-aged | 0 | <=50K |
44 | Private | 199,031 | Some-college | 10 | Divorced | Transport-moving | Own-child | White | Male | 0 | 1,380 | 40 | United-States | Middle-aged | 0 | <=50K |
48 | Local-gov | 121,622 | Masters | 14 | Never-married | Prof-specialty | Unmarried | White | Female | 0 | 1,380 | 40 | United-States | Middle-aged | 0 | <=50K |
39 | Private | 115,289 | Some-college | 10 | Divorced | Sales | Own-child | White | Male | 0 | 1,380 | 70 | United-States | Middle-aged | 0 | <=50K |
39 | Private | 49,436 | Assoc-acdm | 12 | Divorced | Prof-specialty | Unmarried | White | Female | 0 | 1,380 | 40 | United-States | Middle-aged | 0 | <=50K |
32 | Federal-gov | 90,653 | HS-grad | 9 | Never-married | Exec-managerial | Unmarried | White | Female | 0 | 1,380 | 40 | United-States | Middle-aged | 0 | <=50K |
42 | Local-gov | 254,817 | Some-college | 10 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 1,340 | 40 | United-States | Middle-aged | 0 | <=50K |
25 | Private | 212,495 | Bachelors | 13 | Never-married | Exec-managerial | Own-child | White | Male | 0 | 1,340 | 40 | United-States | Young | 0 | <=50K |
42 | Federal-gov | 296,798 | 11th | 7 | Never-married | Tech-support | Not-in-family | White | Male | 0 | 1,340 | 40 | United-States | Middle-aged | 0 | <=50K |
44 | Local-gov | 193,882 | Assoc-voc | 11 | Never-married | Tech-support | Not-in-family | White | Male | 0 | 1,340 | 40 | United-States | Middle-aged | 0 | <=50K |
38 | Private | 188,888 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 1,340 | 40 | United-States | Middle-aged | 0 | <=50K |
54 | Private | 172,962 | Bachelors | 13 | Divorced | Prof-specialty | Not-in-family | White | Male | 0 | 1,340 | 40 | United-States | Middle-aged | 0 | <=50K |
37 | Private | 405,284 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 1,340 | 42 | United-States | Middle-aged | 0 | <=50K |
62 | Local-gov | 159,908 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 0 | 1,258 | 38 | United-States | Senior | 0 | <=50K |
72 | Local-gov | 144,515 | Doctorate | 16 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,258 | 40 | United-States | Senior | 0 | <=50K |
76 | ? | 224,680 | Prof-school | 15 | Married-civ-spouse | ? | Husband | White | Male | 0 | 1,258 | 20 | United-States | Senior | 0 | <=50K |
66 | Private | 350,498 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 1,258 | 20 | United-States | Senior | 0 | <=50K |
33 | Local-gov | 262,042 | HS-grad | 9 | Divorced | Adm-clerical | Own-child | White | Female | 0 | 1,138 | 40 | United-States | Middle-aged | 0 | <=50K |
29 | Private | 138,190 | HS-grad | 9 | Never-married | Sales | Unmarried | Black | Female | 0 | 1,138 | 40 | United-States | Young | 0 | <=50K |
25 | Private | 74,883 | Bachelors | 13 | Never-married | Tech-support | Not-in-family | Asian-Pac-Islander | Female | 0 | 1,092 | 40 | Philippines | Young | 0 | <=50K |
39 | Private | 230,467 | Bachelors | 13 | Never-married | Sales | Own-child | White | Male | 0 | 1,092 | 40 | Germany | Middle-aged | 0 | <=50K |
33 | Private | 207,937 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 1,092 | 40 | United-States | Middle-aged | 0 | <=50K |
53 | State-gov | 281,074 | HS-grad | 9 | Divorced | Exec-managerial | Not-in-family | White | Male | 0 | 1,092 | 40 | United-States | Middle-aged | 0 | <=50K |
52 | Private | 113,094 | Bachelors | 13 | Separated | Adm-clerical | Unmarried | White | Female | 0 | 1,092 | 40 | United-States | Middle-aged | 0 | <=50K |
23 | Local-gov | 442,359 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 1,092 | 40 | United-States | Young | 0 | <=50K |
60 | Private | 75,726 | HS-grad | 9 | Divorced | Exec-managerial | Not-in-family | White | Female | 0 | 1,092 | 40 | United-States | Senior | 0 | <=50K |
27 | Private | 151,382 | 7th-8th | 4 | Divorced | Machine-op-inspct | Unmarried | White | Male | 0 | 974 | 40 | United-States | Young | 0 | <=50K |
34 | Private | 32,528 | Assoc-voc | 11 | Married-spouse-absent | Adm-clerical | Unmarried | White | Female | 0 | 974 | 40 | United-States | Middle-aged | 0 | <=50K |
43 | Self-emp-not-inc | 336,763 | Some-college | 10 | Divorced | Sales | Unmarried | White | Female | 0 | 880 | 42 | United-States | Middle-aged | 0 | <=50K |
33 | Private | 99,339 | Assoc-acdm | 12 | Divorced | Adm-clerical | Not-in-family | White | Female | 0 | 880 | 40 | United-States | Middle-aged | 0 | <=50K |
31 | Private | 323,069 | Assoc-acdm | 12 | Divorced | Sales | Unmarried | White | Female | 0 | 880 | 45 | United-States | Middle-aged | 0 | <=50K |
50 | Federal-gov | 299,831 | Some-college | 10 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 880 | 40 | United-States | Middle-aged | 0 | <=50K |
32 | Private | 203,674 | Assoc-acdm | 12 | Divorced | Prof-specialty | Unmarried | White | Female | 0 | 880 | 36 | United-States | Middle-aged | 0 | <=50K |
34 | Private | 60,567 | 11th | 7 | Divorced | Transport-moving | Unmarried | White | Male | 0 | 880 | 60 | United-States | Middle-aged | 0 | <=50K |
69 | State-gov | 159,191 | Some-college | 10 | Widowed | Adm-clerical | Not-in-family | White | Female | 0 | 810 | 38 | United-States | Senior | 0 | <=50K |
65 | Private | 190,568 | HS-grad | 9 | Widowed | Adm-clerical | Not-in-family | White | Female | 0 | 810 | 36 | United-States | Senior | 0 | <=50K |
57 | Private | 34,269 | HS-grad | 9 | Widowed | Transport-moving | Unmarried | White | Male | 0 | 653 | 42 | United-States | Middle-aged | 0 | >50K |
42 | Private | 259,757 | Bachelors | 13 | Divorced | Prof-specialty | Unmarried | White | Male | 0 | 653 | 50 | United-States | Middle-aged | 0 | >50K |
49 | Private | 116,338 | HS-grad | 9 | Separated | Prof-specialty | Unmarried | White | Female | 0 | 653 | 60 | United-States | Middle-aged | 0 | <=50K |
40 | Private | 315,321 | HS-grad | 9 | Divorced | Exec-managerial | Unmarried | White | Female | 0 | 625 | 52 | United-States | Middle-aged | 0 | <=50K |
43 | Local-gov | 118,600 | Bachelors | 13 | Divorced | Prof-specialty | Unmarried | White | Female | 0 | 625 | 40 | United-States | Middle-aged | 0 | <=50K |
59 | Private | 230,039 | HS-grad | 9 | Never-married | Exec-managerial | Unmarried | White | Female | 0 | 625 | 38 | United-States | Middle-aged | 0 | <=50K |
39 | Federal-gov | 257,175 | Bachelors | 13 | Divorced | Tech-support | Unmarried | Black | Female | 0 | 625 | 40 | United-States | Middle-aged | 0 | <=50K |
Subsets and Splits