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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
51 | Private | 99,987 | 10th | 6 | Separated | Machine-op-inspct | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
27 | Self-emp-not-inc | 120,126 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
60 | Self-emp-not-inc | 33,717 | 11th | 7 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 50 | United-States | Senior | 0 | <=50K |
36 | Private | 132,879 | 1st-4th | 2 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 40 | Italy | Middle-aged | 0 | <=50K |
45 | Private | 304,570 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | Asian-Pac-Islander | Male | 0 | 0 | 60 | China | Middle-aged | 0 | >50K |
40 | Private | 100,292 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 52 | United-States | Middle-aged | 0 | >50K |
41 | Private | 239,833 | HS-grad | 9 | Married-spouse-absent | Transport-moving | Unmarried | Black | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
53 | ? | 155,233 | 12th | 8 | Married-civ-spouse | ? | Wife | White | Female | 0 | 0 | 40 | Italy | Middle-aged | 0 | <=50K |
34 | Private | 347,166 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
31 | Private | 502,752 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
22 | State-gov | 255,575 | Assoc-acdm | 12 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 15 | United-States | Young | 0 | <=50K |
49 | Private | 277,946 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
43 | ? | 214,541 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
36 | Private | 143,123 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
27 | Private | 69,132 | Bachelors | 13 | Never-married | Tech-support | Not-in-family | White | Male | 0 | 0 | 37 | United-States | Young | 0 | <=50K |
29 | Private | 236,992 | HS-grad | 9 | Married-civ-spouse | Other-service | Husband | Black | Male | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
27 | Private | 492,263 | 10th | 6 | Separated | Machine-op-inspct | Own-child | White | Male | 0 | 0 | 35 | Mexico | Young | 0 | <=50K |
42 | Private | 180,019 | HS-grad | 9 | Never-married | Other-service | Not-in-family | White | Female | 0 | 0 | 65 | United-States | Middle-aged | 0 | <=50K |
49 | Self-emp-not-inc | 47,086 | Bachelors | 13 | Widowed | Sales | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
24 | Private | 222,853 | Some-college | 10 | Never-married | Craft-repair | Unmarried | White | Male | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
22 | Private | 344,176 | HS-grad | 9 | Never-married | Sales | Unmarried | White | Male | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
30 | Self-emp-not-inc | 223,212 | Bachelors | 13 | Never-married | Sales | Unmarried | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
28 | Private | 110,981 | Some-college | 10 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
20 | Private | 162,688 | Assoc-voc | 11 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
43 | Private | 306,440 | Prof-school | 15 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 66 | France | Middle-aged | 0 | <=50K |
18 | Private | 210,311 | HS-grad | 9 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
53 | Private | 127,117 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
74 | Private | 54,732 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 20 | United-States | Senior | 0 | >50K |
39 | Private | 271,521 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | Asian-Pac-Islander | Male | 0 | 0 | 48 | Philippines | Middle-aged | 0 | >50K |
33 | ? | 216,908 | 10th | 6 | Never-married | ? | Other-relative | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
49 | Private | 543,922 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 42 | United-States | Middle-aged | 0 | >50K |
21 | Private | 766,115 | 10th | 6 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 35 | United-States | Young | 0 | <=50K |
65 | ? | 52,728 | Some-college | 10 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
49 | Private | 122,206 | Assoc-voc | 11 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 25 | United-States | Middle-aged | 0 | <=50K |
20 | ? | 95,989 | Some-college | 10 | Never-married | ? | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
46 | Self-emp-not-inc | 225,456 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
61 | Self-emp-not-inc | 171,840 | HS-grad | 9 | Widowed | Prof-specialty | Unmarried | White | Female | 0 | 0 | 16 | United-States | Senior | 0 | <=50K |
48 | Private | 180,695 | Some-college | 10 | Divorced | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 38 | United-States | Middle-aged | 0 | <=50K |
44 | Private | 121,012 | 9th | 5 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
37 | Self-emp-inc | 126,569 | Bachelors | 13 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
51 | Self-emp-not-inc | 290,290 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | >50K |
33 | Local-gov | 251,521 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
55 | Self-emp-not-inc | 41,938 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 8 | United-States | Middle-aged | 0 | <=50K |
25 | Private | 27,678 | Some-college | 10 | Married-civ-spouse | Other-service | Wife | White | Female | 0 | 0 | 60 | United-States | Young | 0 | <=50K |
26 | Private | 133,756 | HS-grad | 9 | Divorced | Farming-fishing | Not-in-family | Asian-Pac-Islander | Male | 0 | 0 | 40 | Philippines | Young | 0 | <=50K |
54 | Private | 215,990 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
38 | Private | 461,337 | HS-grad | 9 | Never-married | Sales | Not-in-family | White | Female | 0 | 0 | 33 | United-States | Middle-aged | 0 | <=50K |
20 | State-gov | 214,542 | Some-college | 10 | Never-married | Prof-specialty | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
30 | Private | 258,170 | HS-grad | 9 | Divorced | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
29 | Federal-gov | 242,147 | HS-grad | 9 | Divorced | Adm-clerical | Not-in-family | Other | Male | 0 | 0 | 45 | United-States | Young | 0 | <=50K |
42 | Private | 235,700 | HS-grad | 9 | Divorced | Handlers-cleaners | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
24 | Private | 278,130 | Assoc-acdm | 12 | Never-married | Adm-clerical | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
36 | Private | 261,241 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
60 | Private | 85,995 | Masters | 14 | Married-civ-spouse | Adm-clerical | Husband | Asian-Pac-Islander | Male | 0 | 0 | 50 | South | Senior | 0 | >50K |
42 | Private | 340,885 | HS-grad | 9 | Divorced | Farming-fishing | Not-in-family | White | Male | 0 | 0 | 44 | United-States | Middle-aged | 0 | <=50K |
42 | Private | 152,889 | 10th | 6 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
46 | Private | 195,023 | HS-grad | 9 | Married-spouse-absent | Machine-op-inspct | Not-in-family | White | Female | 0 | 0 | 40 | Columbia | Middle-aged | 0 | <=50K |
27 | ? | 249,463 | Assoc-voc | 11 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
43 | Private | 158,177 | Some-college | 10 | Divorced | Adm-clerical | Unmarried | Black | Female | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
43 | State-gov | 47,818 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
27 | Private | 391,468 | 11th | 7 | Divorced | Craft-repair | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
31 | Private | 231,043 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
38 | ? | 281,768 | 7th-8th | 4 | Divorced | ? | Unmarried | Black | Female | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
44 | Private | 267,790 | 9th | 5 | Never-married | Other-service | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
27 | Private | 217,379 | Some-college | 10 | Divorced | Prof-specialty | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
50 | Private | 421,561 | Some-college | 10 | Divorced | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
23 | Private | 50,953 | Some-college | 10 | Never-married | Tech-support | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
22 | Private | 138,504 | Some-college | 10 | Never-married | Adm-clerical | Unmarried | Black | Female | 0 | 0 | 30 | United-States | Young | 0 | <=50K |
36 | State-gov | 177,064 | Some-college | 10 | Never-married | Exec-managerial | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
59 | Private | 184,493 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
39 | Private | 104,089 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
23 | Private | 149,204 | Bachelors | 13 | Never-married | Exec-managerial | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
25 | Local-gov | 137,296 | Assoc-acdm | 12 | Never-married | Adm-clerical | Own-child | Black | Female | 0 | 0 | 38 | United-States | Young | 0 | <=50K |
31 | Private | 59,083 | HS-grad | 9 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
28 | Local-gov | 138,332 | Doctorate | 16 | Divorced | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
24 | Private | 198,914 | HS-grad | 9 | Never-married | Sales | Unmarried | Black | Male | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
29 | Private | 123,677 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Wife | Asian-Pac-Islander | Female | 0 | 0 | 40 | Laos | Young | 0 | <=50K |
38 | Federal-gov | 325,538 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
53 | Private | 251,063 | Some-college | 10 | Separated | Exec-managerial | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
39 | Private | 175,681 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | Black | Male | 0 | 0 | 60 | ? | Middle-aged | 0 | <=50K |
44 | Private | 165,599 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 48 | United-States | Middle-aged | 0 | <=50K |
46 | Private | 149,640 | Bachelors | 13 | Divorced | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 45 | England | Middle-aged | 0 | >50K |
30 | Private | 143,526 | Bachelors | 13 | Never-married | Sales | Own-child | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
24 | Private | 211,160 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
29 | Private | 342,989 | HS-grad | 9 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
62 | Self-emp-not-inc | 173,631 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 70 | United-States | Senior | 0 | <=50K |
25 | Private | 141,876 | HS-grad | 9 | Married-spouse-absent | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 45 | United-States | Young | 0 | <=50K |
45 | Private | 137,604 | Some-college | 10 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
21 | Private | 129,232 | Some-college | 10 | Never-married | Craft-repair | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
64 | Federal-gov | 271,550 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | >50K |
39 | Private | 456,922 | Bachelors | 13 | Divorced | Tech-support | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
60 | Private | 232,242 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
35 | Private | 352,188 | HS-grad | 9 | Never-married | Tech-support | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
27 | Private | 114,967 | Bachelors | 13 | Never-married | Tech-support | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
41 | Private | 201,981 | HS-grad | 9 | Divorced | Craft-repair | Own-child | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
32 | State-gov | 159,247 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
24 | Private | 125,905 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
32 | Private | 186,824 | Bachelors | 13 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
42 | Local-gov | 121,012 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | >50K |
58 | Private | 110,844 | Masters | 14 | Widowed | Sales | Not-in-family | White | Female | 0 | 0 | 27 | United-States | Middle-aged | 0 | <=50K |
Subsets and Splits