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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
50 | Private | 28,952 | Some-college | 10 | Married-civ-spouse | Sales | Wife | White | Female | 0 | 0 | 39 | United-States | Middle-aged | 0 | <=50K |
25 | ? | 214,925 | 10th | 6 | Never-married | ? | Own-child | Black | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
63 | Private | 163,708 | 9th | 5 | Widowed | Other-service | Not-in-family | White | Female | 0 | 0 | 20 | United-States | Senior | 0 | <=50K |
56 | Private | 200,235 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 48 | United-States | Middle-aged | 0 | >50K |
46 | Private | 109,209 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
19 | Private | 166,153 | Some-college | 10 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 30 | United-States | Young | 0 | <=50K |
56 | Local-gov | 268,213 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 35 | ? | Middle-aged | 0 | >50K |
31 | Private | 69,056 | HS-grad | 9 | Divorced | Other-service | Own-child | White | Female | 0 | 0 | 15 | United-States | Middle-aged | 0 | <=50K |
51 | State-gov | 237,141 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
17 | Private | 277,541 | 11th | 7 | Never-married | Sales | Own-child | White | Male | 0 | 0 | 5 | United-States | Young | 0 | <=50K |
27 | Local-gov | 289,039 | Some-college | 10 | Never-married | Protective-serv | Unmarried | Asian-Pac-Islander | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
30 | Private | 134,737 | Some-college | 10 | Never-married | Adm-clerical | Own-child | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
18 | Private | 56,613 | Some-college | 10 | Never-married | Protective-serv | Own-child | White | Female | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
40 | Local-gov | 333,530 | Masters | 14 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
35 | Private | 185,366 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
29 | Private | 154,017 | HS-grad | 9 | Never-married | Sales | Not-in-family | White | Female | 0 | 0 | 10 | United-States | Young | 0 | <=50K |
53 | Private | 191,565 | 1st-4th | 2 | Divorced | Other-service | Unmarried | Black | Female | 0 | 0 | 40 | Dominican-Republic | Middle-aged | 0 | <=50K |
53 | Private | 111,939 | Bachelors | 13 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
26 | State-gov | 53,903 | HS-grad | 9 | Never-married | Craft-repair | Unmarried | White | Male | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
41 | Private | 146,659 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 70 | United-States | Middle-aged | 0 | <=50K |
28 | Private | 194,200 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 70 | United-States | Young | 0 | <=50K |
48 | State-gov | 78,529 | Masters | 14 | Separated | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
22 | Private | 194,829 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 30 | United-States | Young | 0 | <=50K |
57 | Private | 300,908 | Assoc-acdm | 12 | Divorced | Machine-op-inspct | Not-in-family | White | Male | 0 | 0 | 75 | United-States | Middle-aged | 0 | <=50K |
53 | Self-emp-not-inc | 187,830 | Assoc-voc | 11 | Separated | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | Poland | Middle-aged | 0 | <=50K |
23 | Private | 201,138 | Some-college | 10 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 8 | United-States | Young | 0 | <=50K |
31 | Self-emp-not-inc | 44,503 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
20 | Private | 381,357 | 9th | 5 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 28 | United-States | Young | 0 | <=50K |
25 | Private | 311,124 | Prof-school | 15 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
37 | Private | 96,330 | Some-college | 10 | Never-married | Exec-managerial | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
50 | Private | 228,238 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
34 | Self-emp-not-inc | 56,964 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
37 | Private | 127,772 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
52 | Private | 386,397 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | >50K |
29 | Self-emp-not-inc | 404,998 | Assoc-voc | 11 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 90 | United-States | Young | 0 | <=50K |
31 | Private | 157,886 | Some-college | 10 | Married-civ-spouse | Other-service | Wife | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
47 | Private | 101,299 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
51 | Self-emp-not-inc | 134,447 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 70 | United-States | Middle-aged | 0 | <=50K |
27 | Private | 191,822 | HS-grad | 9 | Married-civ-spouse | Sales | Wife | White | Female | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
23 | Private | 70,919 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
55 | Private | 266,343 | HS-grad | 9 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 46 | United-States | Middle-aged | 0 | <=50K |
28 | Private | 87,239 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | Young | 0 | >50K |
31 | Local-gov | 236,487 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | Germany | Middle-aged | 0 | <=50K |
30 | Private | 224,147 | HS-grad | 9 | Never-married | Transport-moving | Own-child | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
23 | Private | 197,200 | Bachelors | 13 | Never-married | Prof-specialty | Own-child | White | Male | 0 | 0 | 60 | United-States | Young | 0 | <=50K |
19 | Private | 124,265 | HS-grad | 9 | Never-married | Sales | Own-child | White | Male | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
22 | Private | 79,980 | Some-college | 10 | Never-married | Sales | Own-child | White | Male | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
50 | Private | 128,814 | HS-grad | 9 | Divorced | Other-service | Unmarried | White | Female | 0 | 0 | 25 | United-States | Middle-aged | 0 | <=50K |
64 | ? | 208,862 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 50 | United-States | Senior | 0 | >50K |
21 | Private | 51,262 | HS-grad | 9 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 35 | United-States | Young | 0 | <=50K |
75 | Self-emp-inc | 98,116 | Some-college | 10 | Widowed | Sales | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | >50K |
29 | Private | 82,393 | HS-grad | 9 | Never-married | Machine-op-inspct | Own-child | Asian-Pac-Islander | Male | 0 | 0 | 40 | Germany | Young | 0 | <=50K |
47 | Private | 57,534 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
20 | Private | 218,962 | HS-grad | 9 | Never-married | Machine-op-inspct | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
33 | Private | 204,752 | HS-grad | 9 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
45 | Private | 243,631 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | Asian-Pac-Islander | Male | 0 | 0 | 45 | China | Middle-aged | 0 | >50K |
41 | Private | 170,299 | Assoc-voc | 11 | Divorced | Prof-specialty | Unmarried | White | Female | 0 | 0 | 43 | United-States | Middle-aged | 0 | <=50K |
23 | Private | 60,331 | HS-grad | 9 | Never-married | Machine-op-inspct | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
67 | State-gov | 132,819 | Some-college | 10 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 41 | United-States | Senior | 0 | >50K |
21 | Private | 119,665 | Some-college | 10 | Never-married | Tech-support | Own-child | White | Male | 0 | 0 | 35 | United-States | Young | 0 | <=50K |
38 | Private | 150,057 | Some-college | 10 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
31 | Private | 128,567 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
19 | ? | 230,874 | Some-college | 10 | Never-married | ? | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
59 | Self-emp-not-inc | 148,526 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
36 | Private | 160,192 | HS-grad | 9 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
50 | Local-gov | 74,660 | Some-college | 10 | Widowed | Prof-specialty | Unmarried | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
60 | Self-emp-inc | 142,494 | 10th | 6 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
30 | Private | 122,042 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | >50K |
28 | Self-emp-inc | 37,088 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Male | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
36 | Private | 61,778 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | >50K |
21 | ? | 176,356 | Some-college | 10 | Never-married | ? | Own-child | White | Female | 0 | 0 | 10 | Germany | Young | 0 | <=50K |
27 | Private | 123,302 | HS-grad | 9 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 40 | Poland | Young | 0 | <=50K |
18 | Private | 89,760 | 12th | 8 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
56 | Private | 104,945 | 7th-8th | 4 | Married-civ-spouse | Other-service | Husband | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
51 | Self-emp-inc | 192,973 | Bachelors | 13 | Married-civ-spouse | Protective-serv | Husband | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
48 | Private | 97,863 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 45 | Italy | Middle-aged | 0 | >50K |
31 | Private | 73,585 | Assoc-voc | 11 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
35 | Private | 29,145 | Assoc-voc | 11 | Never-married | Transport-moving | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
35 | Private | 175,232 | HS-grad | 9 | Divorced | Handlers-cleaners | Other-relative | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
36 | Private | 325,374 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
23 | Private | 129,345 | Some-college | 10 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
21 | Private | 228,395 | Some-college | 10 | Never-married | Sales | Other-relative | Black | Female | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
49 | Private | 452,402 | Some-college | 10 | Separated | Exec-managerial | Unmarried | Black | Female | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
46 | Private | 165,138 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
27 | Private | 193,122 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
56 | ? | 425,497 | Assoc-acdm | 12 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 20 | United-States | Middle-aged | 0 | <=50K |
48 | Private | 191,858 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
30 | Private | 297,155 | Some-college | 10 | Divorced | Adm-clerical | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
29 | Local-gov | 181,282 | Bachelors | 13 | Divorced | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
50 | Federal-gov | 111,700 | Masters | 14 | Never-married | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
18 | Private | 35,065 | HS-grad | 9 | Never-married | Transport-moving | Not-in-family | Black | Male | 0 | 0 | 35 | United-States | Young | 0 | <=50K |
51 | Self-emp-not-inc | 95,435 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | >50K |
31 | Private | 162,160 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 47 | United-States | Middle-aged | 0 | <=50K |
48 | Private | 197,683 | Some-college | 10 | Married-civ-spouse | Sales | Husband | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
39 | Private | 290,321 | 10th | 6 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
22 | Local-gov | 44,064 | 11th | 7 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 35 | United-States | Young | 0 | <=50K |
27 | ? | 174,163 | Some-college | 10 | Married-civ-spouse | ? | Wife | White | Female | 0 | 0 | 40 | United-States | Young | 0 | >50K |
42 | Private | 374,790 | 9th | 5 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
18 | Private | 231,562 | HS-grad | 9 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 33 | United-States | Young | 0 | <=50K |
27 | Private | 376,150 | Some-college | 10 | Married-spouse-absent | Sales | Not-in-family | White | Female | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
Subsets and Splits