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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23 | Private | 436,798 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
24 | Private | 29,302 | Some-college | 10 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 40 | ? | Young | 0 | <=50K |
42 | Private | 79,036 | HS-grad | 9 | Divorced | Handlers-cleaners | Unmarried | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
72 | Private | 165,622 | Some-college | 10 | Widowed | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 25 | United-States | Senior | 0 | <=50K |
21 | ? | 177,287 | Some-college | 10 | Never-married | ? | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
24 | Private | 22,966 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 45 | United-States | Young | 0 | <=50K |
27 | Private | 59,068 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
54 | Private | 77,336 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
42 | Local-gov | 96,524 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | >50K |
17 | Private | 143,868 | 9th | 5 | Never-married | Other-service | Own-child | Black | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
48 | Private | 121,424 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 55 | United-States | Middle-aged | 0 | >50K |
39 | Private | 176,279 | Bachelors | 13 | Divorced | Sales | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
50 | Private | 205,100 | 7th-8th | 4 | Married-civ-spouse | Other-service | Wife | White | Female | 0 | 0 | 35 | ? | Middle-aged | 0 | <=50K |
57 | Private | 353,881 | HS-grad | 9 | Divorced | Transport-moving | Not-in-family | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
44 | Local-gov | 177,937 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 36 | United-States | Middle-aged | 0 | >50K |
20 | ? | 122,244 | HS-grad | 9 | Never-married | ? | Not-in-family | White | Female | 0 | 0 | 28 | United-States | Young | 0 | <=50K |
49 | Private | 125,892 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
42 | Private | 355,728 | Assoc-voc | 11 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 44 | United-States | Middle-aged | 0 | <=50K |
18 | ? | 245,274 | Some-college | 10 | Never-married | ? | Own-child | White | Male | 0 | 0 | 16 | United-States | Young | 0 | <=50K |
18 | Private | 240,330 | 12th | 8 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 18 | United-States | Young | 0 | <=50K |
51 | Private | 182,944 | HS-grad | 9 | Widowed | Tech-support | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
28 | Private | 264,498 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
25 | Private | 166,971 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 52 | United-States | Young | 0 | <=50K |
39 | Private | 33,975 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
42 | Self-emp-not-inc | 215,219 | 11th | 7 | Separated | Other-service | Unmarried | White | Female | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
63 | ? | 331,527 | 10th | 6 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
47 | Private | 162,494 | Some-college | 10 | Divorced | Sales | Unmarried | White | Female | 0 | 0 | 45 | United-States | Middle-aged | 0 | >50K |
27 | Local-gov | 85,918 | Bachelors | 13 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 68 | United-States | Young | 0 | <=50K |
20 | Private | 182,342 | Some-college | 10 | Never-married | Farming-fishing | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
49 | Private | 129,640 | HS-grad | 9 | Never-married | Other-service | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
70 | ? | 133,536 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 28 | United-States | Senior | 0 | <=50K |
47 | Private | 102,583 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 30 | United-States | Middle-aged | 0 | >50K |
35 | Private | 111,387 | 9th | 5 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
24 | Private | 241,752 | HS-grad | 9 | Never-married | Handlers-cleaners | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
22 | ? | 334,593 | Some-college | 10 | Never-married | ? | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
43 | Private | 101,950 | Bachelors | 13 | Divorced | Other-service | Not-in-family | White | Female | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
60 | Local-gov | 212,856 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | ? | Senior | 0 | >50K |
53 | Private | 183,973 | 11th | 7 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 48 | United-States | Middle-aged | 0 | >50K |
47 | Private | 142,061 | Some-college | 10 | Divorced | Exec-managerial | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
34 | Private | 158,615 | Some-college | 10 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
37 | Private | 29,145 | Assoc-voc | 11 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
35 | Private | 40,135 | HS-grad | 9 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
23 | Private | 224,640 | Some-college | 10 | Never-married | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
27 | ? | 146,651 | HS-grad | 9 | Married-civ-spouse | ? | Own-child | White | Female | 0 | 0 | 15 | United-States | Young | 0 | <=50K |
29 | Private | 167,737 | HS-grad | 9 | Never-married | Transport-moving | Other-relative | White | Male | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
23 | Private | 60,331 | Some-college | 10 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
35 | Private | 187,167 | HS-grad | 9 | Divorced | Other-service | Not-in-family | White | Female | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
18 | ? | 157,131 | HS-grad | 9 | Never-married | ? | Own-child | White | Female | 0 | 0 | 12 | United-States | Young | 0 | <=50K |
27 | Local-gov | 255,237 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
56 | ? | 192,325 | Some-college | 10 | Divorced | ? | Not-in-family | White | Female | 0 | 0 | 20 | United-States | Middle-aged | 0 | <=50K |
40 | Private | 163,342 | HS-grad | 9 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 70 | United-States | Middle-aged | 0 | <=50K |
31 | Private | 129,775 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 65 | United-States | Middle-aged | 0 | <=50K |
25 | Private | 397,317 | Assoc-acdm | 12 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
36 | Private | 745,768 | Some-college | 10 | Never-married | Protective-serv | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
38 | Private | 141,550 | 10th | 6 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
52 | Private | 35,576 | HS-grad | 9 | Widowed | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
23 | Private | 376,383 | HS-grad | 9 | Never-married | Other-service | Unmarried | White | Male | 0 | 0 | 35 | Mexico | Young | 0 | <=50K |
48 | Self-emp-not-inc | 200,825 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 30 | United-States | Middle-aged | 0 | >50K |
34 | ? | 362,787 | HS-grad | 9 | Never-married | ? | Unmarried | Black | Female | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
46 | Private | 116,789 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
26 | Private | 160,300 | HS-grad | 9 | Married-spouse-absent | Protective-serv | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
47 | Private | 362,654 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
21 | ? | 107,801 | Some-college | 10 | Never-married | ? | Own-child | White | Female | 0 | 0 | 3 | United-States | Young | 0 | <=50K |
31 | Local-gov | 224,234 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
68 | Private | 211,162 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
26 | Private | 147,638 | Bachelors | 13 | Never-married | Adm-clerical | Other-relative | Asian-Pac-Islander | Female | 0 | 0 | 40 | Hong | Young | 0 | <=50K |
42 | Private | 104,647 | HS-grad | 9 | Divorced | Other-service | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
49 | Private | 67,365 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
31 | Self-emp-not-inc | 268,482 | 9th | 5 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
28 | State-gov | 288,731 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
36 | Private | 231,082 | Bachelors | 13 | Divorced | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
42 | State-gov | 333,530 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
62 | Private | 214,288 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
21 | Private | 118,023 | HS-grad | 9 | Never-married | Farming-fishing | Own-child | White | Male | 0 | 0 | 24 | United-States | Young | 0 | <=50K |
21 | Private | 187,088 | Some-college | 10 | Never-married | Adm-clerical | Own-child | Other | Female | 0 | 0 | 20 | Cuba | Young | 0 | <=50K |
60 | ? | 174,073 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
22 | Private | 133,833 | Some-college | 10 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
30 | Private | 229,772 | 10th | 6 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
64 | Private | 210,082 | HS-grad | 9 | Widowed | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
25 | Private | 122,999 | HS-grad | 9 | Never-married | Craft-repair | Other-relative | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
27 | Private | 44,767 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
40 | Private | 200,574 | Assoc-acdm | 12 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 44 | United-States | Middle-aged | 0 | <=50K |
58 | Private | 236,596 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
31 | Private | 33,124 | Prof-school | 15 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 99 | United-States | Middle-aged | 0 | <=50K |
50 | Local-gov | 308,764 | HS-grad | 9 | Widowed | Transport-moving | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
27 | Private | 103,524 | HS-grad | 9 | Separated | Handlers-cleaners | Unmarried | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
31 | ? | 99,483 | HS-grad | 9 | Never-married | ? | Own-child | Amer-Indian-Eskimo | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
50 | Private | 230,951 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
45 | Private | 99,355 | HS-grad | 9 | Married-civ-spouse | Protective-serv | Husband | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
33 | Private | 857,532 | 12th | 8 | Never-married | Protective-serv | Own-child | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
19 | Private | 198,943 | Some-college | 10 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 35 | United-States | Young | 0 | <=50K |
30 | Private | 311,696 | 11th | 7 | Married-civ-spouse | Other-service | Wife | Black | Female | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
38 | Private | 252,897 | Some-college | 10 | Divorced | Sales | Own-child | White | Female | 0 | 0 | 25 | United-States | Middle-aged | 0 | <=50K |
42 | Self-emp-not-inc | 39,539 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 99 | United-States | Middle-aged | 0 | >50K |
49 | Self-emp-inc | 122,066 | Some-college | 10 | Divorced | Sales | Not-in-family | White | Male | 0 | 0 | 25 | United-States | Middle-aged | 0 | <=50K |
24 | Private | 202,721 | Some-college | 10 | Never-married | Adm-clerical | Own-child | Black | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
29 | Private | 197,565 | Assoc-voc | 11 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 0 | 35 | United-States | Young | 0 | <=50K |
38 | Federal-gov | 190,895 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | ? | Middle-aged | 0 | >50K |
25 | Self-emp-inc | 158,751 | Assoc-voc | 11 | Never-married | Transport-moving | Unmarried | White | Male | 0 | 0 | 55 | United-States | Young | 0 | <=50K |
51 | State-gov | 243,631 | 10th | 6 | Married-civ-spouse | Craft-repair | Husband | Amer-Indian-Eskimo | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
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