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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
44 | Private | 210,525 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
29 | Private | 133,937 | Doctorate | 16 | Never-married | Prof-specialty | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
30 | Private | 237,903 | Some-college | 10 | Never-married | Handlers-cleaners | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
27 | Private | 163,862 | HS-grad | 9 | Never-married | Transport-moving | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
27 | Private | 201,872 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
32 | Private | 84,179 | HS-grad | 9 | Never-married | Handlers-cleaners | Not-in-family | White | Female | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
58 | Private | 51,662 | 10th | 6 | Married-civ-spouse | Other-service | Wife | White | Female | 0 | 0 | 8 | United-States | Middle-aged | 0 | <=50K |
35 | Local-gov | 233,327 | Some-college | 10 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
21 | Private | 259,510 | HS-grad | 9 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 36 | United-States | Young | 0 | <=50K |
28 | Private | 184,831 | Some-college | 10 | Never-married | Craft-repair | Unmarried | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
46 | Self-emp-not-inc | 245,724 | Some-college | 10 | Divorced | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
36 | Self-emp-not-inc | 27,053 | HS-grad | 9 | Separated | Other-service | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
72 | Private | 205,343 | 11th | 7 | Widowed | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
35 | Private | 229,328 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Wife | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
33 | Federal-gov | 319,560 | Assoc-voc | 11 | Divorced | Craft-repair | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
69 | Private | 136,218 | 11th | 7 | Never-married | Machine-op-inspct | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
35 | Private | 54,576 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
31 | Private | 323,069 | HS-grad | 9 | Separated | Adm-clerical | Unmarried | White | Female | 0 | 0 | 20 | ? | Middle-aged | 0 | <=50K |
34 | Private | 148,291 | HS-grad | 9 | Married-civ-spouse | Tech-support | Wife | White | Female | 0 | 0 | 32 | United-States | Middle-aged | 0 | <=50K |
30 | Private | 152,453 | 11th | 7 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 40 | Mexico | Middle-aged | 0 | <=50K |
28 | Private | 114,053 | Bachelors | 13 | Never-married | Transport-moving | Not-in-family | White | Male | 0 | 0 | 55 | United-States | Young | 0 | <=50K |
54 | Private | 212,960 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 35 | United-States | Middle-aged | 0 | >50K |
47 | Private | 264,052 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
24 | Private | 82,804 | HS-grad | 9 | Never-married | Handlers-cleaners | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
52 | Self-emp-not-inc | 334,273 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | >50K |
20 | Private | 27,337 | HS-grad | 9 | Never-married | Handlers-cleaners | Own-child | Amer-Indian-Eskimo | Male | 0 | 0 | 48 | United-States | Young | 0 | <=50K |
45 | Private | 433,665 | 7th-8th | 4 | Separated | Other-service | Unmarried | White | Female | 0 | 0 | 40 | Mexico | Middle-aged | 0 | <=50K |
29 | Self-emp-not-inc | 110,663 | HS-grad | 9 | Separated | Craft-repair | Not-in-family | White | Male | 0 | 0 | 35 | United-States | Young | 0 | <=50K |
47 | Private | 87,490 | Masters | 14 | Divorced | Exec-managerial | Unmarried | White | Male | 0 | 0 | 42 | United-States | Middle-aged | 0 | <=50K |
24 | Private | 354,351 | HS-grad | 9 | Never-married | Craft-repair | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
51 | Private | 95,469 | HS-grad | 9 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
17 | Private | 242,718 | 11th | 7 | Never-married | Sales | Own-child | White | Male | 0 | 0 | 12 | United-States | Young | 0 | <=50K |
27 | Private | 158,156 | Doctorate | 16 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 70 | United-States | Young | 0 | <=50K |
29 | Private | 350,162 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Wife | White | Male | 0 | 0 | 40 | United-States | Young | 0 | >50K |
18 | ? | 165,532 | 12th | 8 | Never-married | ? | Own-child | White | Male | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
36 | Self-emp-not-inc | 28,738 | Assoc-acdm | 12 | Divorced | Sales | Unmarried | White | Female | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
58 | Local-gov | 283,635 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
26 | Self-emp-not-inc | 86,646 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 45 | United-States | Young | 0 | <=50K |
65 | ? | 195,733 | Some-college | 10 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 30 | United-States | Senior | 0 | >50K |
57 | Private | 69,884 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
59 | Private | 199,713 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
27 | Private | 181,659 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
31 | Self-emp-not-inc | 340,939 | Bachelors | 13 | Never-married | Tech-support | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
21 | Private | 197,747 | Some-college | 10 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 24 | United-States | Young | 0 | <=50K |
29 | Private | 34,292 | Some-college | 10 | Never-married | Adm-clerical | Not-in-family | White | Male | 0 | 0 | 60 | United-States | Young | 0 | <=50K |
18 | Private | 156,764 | 11th | 7 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
57 | Self-emp-inc | 103,948 | Bachelors | 13 | Divorced | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 80 | United-States | Middle-aged | 0 | <=50K |
42 | ? | 137,390 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
55 | ? | 105,138 | HS-grad | 9 | Married-civ-spouse | ? | Wife | Asian-Pac-Islander | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
60 | Private | 39,352 | 7th-8th | 4 | Never-married | Transport-moving | Not-in-family | White | Male | 0 | 0 | 48 | United-States | Senior | 0 | >50K |
23 | Private | 117,789 | Bachelors | 13 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
27 | Private | 267,147 | HS-grad | 9 | Never-married | Sales | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
23 | ? | 99,399 | Some-college | 10 | Never-married | ? | Unmarried | Amer-Indian-Eskimo | Female | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
49 | Private | 136,455 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
32 | Private | 239,824 | Bachelors | 13 | Never-married | Tech-support | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
19 | Private | 217,039 | Some-college | 10 | Never-married | Adm-clerical | Own-child | White | Male | 0 | 0 | 28 | United-States | Young | 0 | <=50K |
60 | Private | 51,290 | 7th-8th | 4 | Divorced | Other-service | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
42 | Local-gov | 175,674 | 9th | 5 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
35 | Self-emp-not-inc | 194,404 | Assoc-acdm | 12 | Never-married | Farming-fishing | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
48 | Private | 45,612 | HS-grad | 9 | Never-married | Adm-clerical | Unmarried | Black | Female | 0 | 0 | 37 | United-States | Middle-aged | 0 | <=50K |
51 | Private | 410,114 | Masters | 14 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
29 | Private | 182,521 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | Amer-Indian-Eskimo | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
36 | Local-gov | 339,772 | HS-grad | 9 | Separated | Exec-managerial | Not-in-family | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
17 | Private | 169,658 | 10th | 6 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 21 | United-States | Young | 0 | <=50K |
24 | Private | 247,564 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
24 | Private | 249,909 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
27 | Private | 109,881 | Bachelors | 13 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
39 | Private | 207,824 | HS-grad | 9 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
30 | Private | 369,027 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | Black | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
50 | Self-emp-not-inc | 114,117 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 32 | United-States | Middle-aged | 0 | <=50K |
52 | Self-emp-inc | 51,048 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 55 | United-States | Middle-aged | 0 | <=50K |
23 | Private | 190,483 | Bachelors | 13 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
45 | Private | 462,440 | 11th | 7 | Widowed | Other-service | Not-in-family | Black | Female | 0 | 0 | 20 | United-States | Middle-aged | 0 | <=50K |
65 | Private | 109,351 | 9th | 5 | Widowed | Priv-house-serv | Unmarried | Black | Female | 0 | 0 | 24 | United-States | Senior | 0 | <=50K |
29 | Private | 34,383 | Assoc-voc | 11 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 55 | United-States | Young | 0 | <=50K |
47 | Private | 241,832 | 9th | 5 | Married-spouse-absent | Handlers-cleaners | Unmarried | White | Male | 0 | 0 | 40 | El-Salvador | Middle-aged | 0 | <=50K |
30 | Private | 124,187 | HS-grad | 9 | Never-married | Farming-fishing | Own-child | Black | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
34 | Private | 153,614 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | >50K |
38 | Self-emp-not-inc | 267,556 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 64 | United-States | Middle-aged | 0 | <=50K |
33 | Private | 205,469 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
49 | Private | 268,090 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 26 | United-States | Middle-aged | 0 | >50K |
47 | Self-emp-not-inc | 165,039 | Some-college | 10 | Never-married | Other-service | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
49 | Local-gov | 120,451 | 10th | 6 | Separated | Other-service | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
30 | Private | 103,649 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Wife | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
58 | Self-emp-not-inc | 35,723 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
19 | Private | 262,601 | HS-grad | 9 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 14 | United-States | Young | 0 | <=50K |
21 | Private | 226,181 | Bachelors | 13 | Never-married | Handlers-cleaners | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
47 | Self-emp-inc | 248,145 | 5th-6th | 3 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 50 | Cuba | Middle-aged | 0 | <=50K |
52 | Self-emp-not-inc | 289,436 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | >50K |
26 | Private | 75,654 | HS-grad | 9 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 55 | United-States | Young | 0 | <=50K |
60 | Private | 199,378 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
21 | Private | 160,968 | Some-college | 10 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
31 | Private | 55,849 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
50 | Self-emp-inc | 195,322 | Doctorate | 16 | Separated | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
31 | Local-gov | 402,089 | HS-grad | 9 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
71 | Private | 78,277 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 15 | United-States | Senior | 0 | <=50K |
58 | ? | 158,611 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | <=50K |
30 | State-gov | 169,496 | Bachelors | 13 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
20 | Private | 130,959 | Some-college | 10 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
35 | Private | 292,472 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | Asian-Pac-Islander | Male | 0 | 0 | 40 | Taiwan | Middle-aged | 0 | >50K |
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