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 | income
stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
42 | Private | 44,121 | Masters | 14 | Divorced | Prof-specialty | Not-in-family | White | Female | 0 | 1,876 | 40 | United-States | <=50K |
44 | Local-gov | 101,593 | Masters | 14 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 1,876 | 42 | United-States | <=50K |
51 | Private | 138,179 | HS-grad | 9 | Separated | Machine-op-inspct | Not-in-family | White | Male | 0 | 1,876 | 40 | United-States | <=50K |
39 | Local-gov | 86,551 | HS-grad | 9 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 1,876 | 40 | United-States | <=50K |
36 | State-gov | 112,497 | Bachelors | 13 | Divorced | Prof-specialty | Not-in-family | White | Male | 0 | 1,876 | 44 | United-States | <=50K |
45 | Private | 138,626 | Some-college | 10 | Divorced | Exec-managerial | Not-in-family | White | Male | 0 | 1,876 | 50 | United-States | <=50K |
27 | Private | 175,387 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 1,876 | 40 | United-States | <=50K |
40 | Local-gov | 105,717 | Masters | 14 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 1,876 | 35 | United-States | <=50K |
25 | Private | 193,820 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Female | 0 | 1,876 | 40 | United-States | <=50K |
47 | Private | 151,584 | HS-grad | 9 | Divorced | Sales | Own-child | White | Male | 0 | 1,876 | 40 | United-States | <=50K |
32 | Private | 244,147 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 1,876 | 50 | United-States | <=50K |
53 | Private | 122,109 | HS-grad | 9 | Separated | Adm-clerical | Unmarried | White | Female | 0 | 1,876 | 38 | United-States | <=50K |
32 | Private | 226,975 | Some-college | 10 | Never-married | Sales | Own-child | White | Male | 0 | 1,876 | 60 | United-States | <=50K |
49 | Private | 149,949 | HS-grad | 9 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 1,876 | 40 | United-States | <=50K |
27 | Private | 34,273 | Assoc-voc | 11 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 1,876 | 36 | Canada | <=50K |
26 | Private | 82,246 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 1,876 | 38 | United-States | <=50K |
60 | Self-emp-not-inc | 73,091 | HS-grad | 9 | Separated | Other-service | Not-in-family | Black | Male | 0 | 1,876 | 50 | United-States | <=50K |
56 | Self-emp-not-inc | 50,791 | Masters | 14 | Divorced | Sales | Not-in-family | White | Male | 0 | 1,876 | 60 | United-States | <=50K |
58 | Private | 201,393 | Assoc-acdm | 12 | Divorced | Adm-clerical | Not-in-family | White | Male | 0 | 1,876 | 40 | United-States | <=50K |
39 | Private | 114,844 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Male | 0 | 1,876 | 50 | United-States | <=50K |
53 | Private | 174,020 | Masters | 14 | Divorced | Prof-specialty | Unmarried | White | Female | 0 | 1,876 | 38 | United-States | <=50K |
27 | Private | 292,472 | Some-college | 10 | Never-married | Craft-repair | Not-in-family | Asian-Pac-Islander | Male | 0 | 1,876 | 45 | Cambodia | <=50K |
46 | Local-gov | 175,754 | Masters | 14 | Divorced | Prof-specialty | Not-in-family | White | Female | 0 | 1,876 | 60 | United-States | <=50K |
30 | Private | 236,861 | HS-grad | 9 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 1,876 | 45 | United-States | <=50K |
38 | Local-gov | 329,980 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 1,876 | 40 | Canada | <=50K |
41 | Private | 315,834 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 1,876 | 40 | United-States | <=50K |
27 | Private | 38,918 | HS-grad | 9 | Never-married | Transport-moving | Not-in-family | White | Male | 0 | 1,876 | 75 | United-States | <=50K |
43 | Private | 81,243 | Bachelors | 13 | Divorced | Tech-support | Not-in-family | White | Male | 0 | 1,876 | 40 | United-States | <=50K |
30 | Federal-gov | 164,552 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 1,876 | 40 | United-States | <=50K |
25 | Private | 117,833 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 1,876 | 40 | United-States | <=50K |
26 | Self-emp-not-inc | 177,858 | Bachelors | 13 | Divorced | Exec-managerial | Not-in-family | White | Male | 0 | 1,876 | 38 | United-States | <=50K |
53 | Local-gov | 103,995 | Bachelors | 13 | Divorced | Prof-specialty | Not-in-family | White | Female | 0 | 1,876 | 54 | United-States | <=50K |
39 | Private | 347,491 | 11th | 7 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 1,876 | 46 | United-States | <=50K |
47 | Local-gov | 154,033 | Some-college | 10 | Divorced | Prof-specialty | Not-in-family | White | Female | 0 | 1,876 | 40 | United-States | <=50K |
44 | Private | 150,533 | Some-college | 10 | Separated | Craft-repair | Not-in-family | White | Male | 0 | 1,876 | 55 | United-States | <=50K |
61 | Self-emp-not-inc | 30,073 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 1,848 | 60 | United-States | >50K |
44 | Private | 216,907 | Assoc-acdm | 12 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,848 | 40 | United-States | >50K |
28 | Private | 303,954 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,848 | 42 | United-States | >50K |
34 | Private | 223,212 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,848 | 40 | Peru | >50K |
39 | Private | 218,490 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,848 | 40 | United-States | >50K |
41 | Private | 121,718 | Assoc-voc | 11 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 1,848 | 48 | United-States | >50K |
35 | Private | 340,110 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,848 | 70 | United-States | >50K |
34 | Private | 155,343 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,848 | 50 | United-States | >50K |
30 | Private | 174,789 | Assoc-acdm | 12 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,848 | 50 | United-States | >50K |
30 | Private | 220,148 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,848 | 50 | United-States | >50K |
33 | Local-gov | 173,005 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 1,848 | 45 | United-States | >50K |
60 | ? | 191,118 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 0 | 1,848 | 40 | United-States | >50K |
31 | Private | 339,482 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,848 | 40 | United-States | >50K |
50 | Private | 192,982 | HS-grad | 9 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 1,848 | 40 | United-States | >50K |
27 | Private | 285,897 | HS-grad | 9 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,848 | 45 | United-States | >50K |
37 | Self-emp-not-inc | 241,463 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,848 | 65 | United-States | >50K |
30 | Private | 206,046 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,848 | 40 | United-States | >50K |
49 | Private | 102,583 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,848 | 44 | United-States | >50K |
52 | State-gov | 125,796 | Masters | 14 | Married-civ-spouse | Prof-specialty | Wife | Black | Female | 0 | 1,848 | 40 | United-States | >50K |
39 | Local-gov | 423,605 | 12th | 8 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 1,848 | 40 | Nicaragua | >50K |
37 | Private | 204,277 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 1,848 | 48 | United-States | >50K |
39 | Private | 186,191 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,848 | 50 | United-States | >50K |
38 | Private | 172,571 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,848 | 54 | United-States | >50K |
44 | Private | 192,381 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,848 | 40 | United-States | >50K |
45 | Private | 54,744 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,848 | 40 | United-States | >50K |
54 | Private | 93,605 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,848 | 40 | United-States | >50K |
58 | Private | 156,040 | Assoc-acdm | 12 | Married-civ-spouse | Machine-op-inspct | Husband | Black | Male | 0 | 1,848 | 40 | United-States | >50K |
36 | Federal-gov | 186,934 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 1,848 | 55 | United-States | >50K |
45 | Private | 223,999 | 9th | 5 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 1,848 | 40 | United-States | >50K |
46 | Federal-gov | 349,230 | Assoc-voc | 11 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 1,848 | 40 | United-States | >50K |
41 | Private | 351,161 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,848 | 45 | United-States | >50K |
41 | Federal-gov | 36,651 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,848 | 40 | United-States | >50K |
34 | Private | 55,717 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,848 | 50 | United-States | >50K |
33 | Federal-gov | 331,615 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,848 | 40 | United-States | >50K |
63 | Private | 383,058 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,848 | 40 | United-States | >50K |
56 | Private | 204,049 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,848 | 50 | United-States | >50K |
48 | Local-gov | 242,923 | HS-grad | 9 | Married-civ-spouse | Tech-support | Wife | White | Female | 0 | 1,848 | 40 | United-States | >50K |
40 | Private | 199,900 | Assoc-acdm | 12 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,848 | 55 | United-States | >50K |
59 | Private | 231,377 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,848 | 45 | United-States | >50K |
32 | Private | 168,854 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,848 | 50 | United-States | >50K |
29 | Local-gov | 190,525 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,848 | 60 | Germany | >50K |
41 | Private | 149,909 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,848 | 40 | United-States | >50K |
30 | Private | 129,707 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,848 | 40 | United-States | >50K |
34 | State-gov | 318,982 | Masters | 14 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 1,848 | 40 | United-States | >50K |
41 | Private | 77,373 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 1,848 | 65 | United-States | >50K |
46 | Private | 189,498 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,848 | 45 | United-States | >50K |
39 | Private | 91,367 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,848 | 45 | United-States | >50K |
26 | Private | 366,219 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | Black | Male | 0 | 1,848 | 60 | United-States | >50K |
27 | Private | 215,504 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,848 | 55 | United-States | >50K |
61 | Private | 181,219 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,848 | 40 | United-States | >50K |
37 | Private | 103,121 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 0 | 1,848 | 40 | United-States | >50K |
67 | Private | 197,816 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,844 | 70 | United-States | <=50K |
66 | ? | 213,149 | Some-college | 10 | Married-civ-spouse | ? | Husband | White | Male | 0 | 1,825 | 40 | United-States | >50K |
66 | Self-emp-inc | 253,741 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,825 | 10 | United-States | >50K |
74 | Self-emp-not-inc | 292,915 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,825 | 12 | United-States | >50K |
66 | State-gov | 132,055 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 1,825 | 40 | United-States | >50K |
71 | Self-emp-not-inc | 494,223 | Some-college | 10 | Separated | Sales | Unmarried | Black | Male | 0 | 1,816 | 2 | United-States | <=50K |
80 | Private | 87,518 | Some-college | 10 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 1,816 | 60 | United-States | <=50K |
24 | Private | 43,323 | HS-grad | 9 | Never-married | Other-service | Not-in-family | White | Female | 0 | 1,762 | 40 | United-States | <=50K |
20 | ? | 114,746 | 11th | 7 | Married-spouse-absent | ? | Own-child | Asian-Pac-Islander | Female | 0 | 1,762 | 40 | South | <=50K |
28 | Self-emp-not-inc | 218,555 | Some-college | 10 | Never-married | Transport-moving | Not-in-family | White | Male | 0 | 1,762 | 40 | United-States | <=50K |
59 | Private | 226,922 | HS-grad | 9 | Divorced | Sales | Unmarried | White | Female | 0 | 1,762 | 30 | United-States | <=50K |
24 | Private | 85,088 | HS-grad | 9 | Never-married | Sales | Own-child | White | Female | 0 | 1,762 | 32 | United-States | <=50K |
24 | Private | 137,591 | Some-college | 10 | Never-married | Sales | Own-child | White | Male | 0 | 1,762 | 40 | United-States | <=50K |
52 | Private | 78,012 | HS-grad | 9 | Widowed | Sales | Unmarried | White | Female | 0 | 1,762 | 40 | United-States | <=50K |