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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
60 | State-gov | 194,252 | Masters | 14 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 3,103 | 0 | 40 | United-States | Senior | 310,300,000 | >50K |
26 | Local-gov | 242,464 | HS-grad | 9 | Married-civ-spouse | Protective-serv | Husband | White | Male | 3,103 | 0 | 40 | United-States | Young | 310,300,000 | >50K |
36 | Private | 181,382 | Assoc-voc | 11 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
32 | Private | 205,152 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
39 | Self-emp-inc | 336,226 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,103 | 0 | 60 | United-States | Middle-aged | 310,300,000 | >50K |
51 | Self-emp-not-inc | 276,456 | Assoc-acdm | 12 | Married-civ-spouse | Sales | Husband | White | Male | 3,103 | 0 | 30 | United-States | Middle-aged | 310,300,000 | >50K |
27 | Private | 221,366 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 3,103 | 0 | 50 | United-States | Young | 310,300,000 | >50K |
41 | State-gov | 293,485 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
61 | Private | 160,942 | Masters | 14 | Married-civ-spouse | Sales | Husband | White | Male | 3,103 | 0 | 50 | United-States | Senior | 310,300,000 | <=50K |
38 | Private | 383,239 | 10th | 6 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
40 | Self-emp-not-inc | 167,081 | Masters | 14 | Married-civ-spouse | Sales | Husband | White | Male | 3,103 | 0 | 50 | United-States | Middle-aged | 310,300,000 | <=50K |
43 | Private | 358,199 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
46 | Private | 33,842 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
54 | Private | 169,719 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
36 | Private | 58,343 | Bachelors | 13 | Married-civ-spouse | Tech-support | Husband | White | Male | 3,103 | 0 | 42 | United-States | Middle-aged | 310,300,000 | >50K |
49 | Private | 54,772 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,103 | 0 | 45 | United-States | Middle-aged | 310,300,000 | >50K |
52 | Private | 210,736 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,103 | 0 | 55 | United-States | Middle-aged | 310,300,000 | >50K |
55 | Private | 101,468 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
38 | Self-emp-not-inc | 146,042 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | Asian-Pac-Islander | Male | 3,103 | 0 | 60 | United-States | Middle-aged | 310,300,000 | >50K |
39 | Private | 280,570 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,103 | 0 | 50 | United-States | Middle-aged | 310,300,000 | >50K |
59 | Private | 258,579 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 3,103 | 0 | 35 | United-States | Middle-aged | 310,300,000 | >50K |
34 | Private | 175,856 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,103 | 0 | 55 | United-States | Middle-aged | 310,300,000 | >50K |
42 | Private | 78,765 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,103 | 0 | 45 | United-States | Middle-aged | 310,300,000 | >50K |
46 | Private | 423,222 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,103 | 0 | 60 | United-States | Middle-aged | 310,300,000 | >50K |
53 | Self-emp-not-inc | 159,876 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | Black | Male | 3,103 | 0 | 72 | United-States | Middle-aged | 310,300,000 | <=50K |
51 | Self-emp-not-inc | 156,802 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 3,103 | 0 | 60 | United-States | Middle-aged | 310,300,000 | >50K |
34 | Private | 198,265 | Some-college | 10 | Married-civ-spouse | Tech-support | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
35 | Self-emp-not-inc | 37,778 | Assoc-voc | 11 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 3,103 | 0 | 55 | United-States | Middle-aged | 310,300,000 | <=50K |
51 | Private | 145,409 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,103 | 0 | 48 | United-States | Middle-aged | 310,300,000 | >50K |
50 | Self-emp-not-inc | 156,951 | Assoc-acdm | 12 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
55 | Self-emp-not-inc | 322,691 | Masters | 14 | Married-civ-spouse | Sales | Husband | White | Male | 3,103 | 0 | 55 | United-States | Middle-aged | 310,300,000 | >50K |
37 | Private | 105,803 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,103 | 0 | 45 | United-States | Middle-aged | 310,300,000 | >50K |
48 | Private | 188,432 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 3,103 | 0 | 46 | United-States | Middle-aged | 310,300,000 | >50K |
25 | Self-emp-not-inc | 259,299 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,103 | 0 | 50 | United-States | Young | 310,300,000 | >50K |
39 | Private | 49,020 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 3,103 | 0 | 48 | United-States | Middle-aged | 310,300,000 | >50K |
45 | Private | 168,598 | 12th | 8 | Married-civ-spouse | Adm-clerical | Wife | Black | Female | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
45 | Self-emp-not-inc | 118,081 | Some-college | 10 | Married-civ-spouse | Other-service | Husband | White | Male | 3,103 | 0 | 42 | United-States | Middle-aged | 310,300,000 | <=50K |
46 | Private | 186,172 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
28 | ? | 303,674 | HS-grad | 9 | Married-civ-spouse | ? | Wife | White | Female | 3,103 | 0 | 20 | United-States | Young | 310,300,000 | <=50K |
18 | Private | 184,016 | HS-grad | 9 | Married-civ-spouse | Priv-house-serv | Not-in-family | White | Female | 3,103 | 0 | 40 | United-States | Young | 310,300,000 | <=50K |
46 | Private | 31,432 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 3,103 | 0 | 52 | United-States | Middle-aged | 310,300,000 | >50K |
34 | Private | 99,872 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | Asian-Pac-Islander | Male | 3,103 | 0 | 40 | India | Middle-aged | 310,300,000 | >50K |
30 | Private | 114,912 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,103 | 0 | 60 | United-States | Middle-aged | 310,300,000 | >50K |
25 | Private | 353,795 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Wife | Black | Female | 3,103 | 0 | 40 | United-States | Young | 310,300,000 | >50K |
56 | Private | 89,922 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 3,103 | 0 | 45 | United-States | Middle-aged | 310,300,000 | >50K |
44 | Private | 124,747 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
29 | Private | 278,637 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 3,103 | 0 | 45 | United-States | Young | 310,300,000 | >50K |
61 | ? | 71,467 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 3,103 | 0 | 40 | United-States | Senior | 310,300,000 | >50K |
46 | Self-emp-inc | 120,902 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,103 | 0 | 37 | United-States | Middle-aged | 310,300,000 | >50K |
30 | Private | 101,345 | Bachelors | 13 | Married-civ-spouse | Sales | Wife | White | Female | 3,103 | 0 | 55 | United-States | Middle-aged | 310,300,000 | >50K |
46 | Federal-gov | 33,794 | Bachelors | 13 | Married-civ-spouse | Tech-support | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
44 | Private | 277,488 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
60 | Self-emp-not-inc | 187,794 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 3,103 | 0 | 60 | United-States | Senior | 310,300,000 | >50K |
45 | Private | 179,659 | Bachelors | 13 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
53 | Private | 53,197 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
55 | Local-gov | 143,949 | Masters | 14 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 3,103 | 0 | 45 | United-States | Middle-aged | 310,300,000 | >50K |
41 | Private | 167,106 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Husband | Asian-Pac-Islander | Male | 3,103 | 0 | 35 | Philippines | Middle-aged | 310,300,000 | >50K |
30 | Private | 345,522 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 3,103 | 0 | 70 | United-States | Middle-aged | 310,300,000 | >50K |
37 | Private | 377,798 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
69 | Private | 108,196 | 9th | 5 | Never-married | Craft-repair | Other-relative | White | Male | 2,993 | 0 | 40 | United-States | Senior | 299,300,000 | <=50K |
70 | ? | 158,642 | HS-grad | 9 | Widowed | ? | Not-in-family | White | Female | 2,993 | 0 | 20 | United-States | Senior | 299,300,000 | <=50K |
40 | Local-gov | 50,442 | Some-college | 10 | Never-married | Adm-clerical | Unmarried | Amer-Indian-Eskimo | Female | 2,977 | 0 | 35 | United-States | Middle-aged | 297,700,000 | <=50K |
40 | Private | 197,923 | Bachelors | 13 | Never-married | Adm-clerical | Unmarried | Black | Female | 2,977 | 0 | 40 | United-States | Middle-aged | 297,700,000 | <=50K |
35 | State-gov | 172,475 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | Asian-Pac-Islander | Female | 2,977 | 0 | 45 | United-States | Middle-aged | 297,700,000 | <=50K |
34 | Private | 269,723 | HS-grad | 9 | Divorced | Exec-managerial | Unmarried | White | Female | 2,977 | 0 | 50 | United-States | Middle-aged | 297,700,000 | <=50K |
36 | Private | 275,653 | 7th-8th | 4 | Married-spouse-absent | Machine-op-inspct | Unmarried | White | Female | 2,977 | 0 | 40 | Puerto-Rico | Middle-aged | 297,700,000 | <=50K |
39 | Private | 160,728 | HS-grad | 9 | Divorced | Machine-op-inspct | Unmarried | White | Male | 2,977 | 0 | 40 | United-States | Middle-aged | 297,700,000 | <=50K |
32 | Private | 116,055 | HS-grad | 9 | Never-married | Adm-clerical | Unmarried | Black | Female | 2,977 | 0 | 35 | United-States | Middle-aged | 297,700,000 | <=50K |
42 | State-gov | 109,462 | Bachelors | 13 | Divorced | Adm-clerical | Unmarried | Black | Female | 2,977 | 0 | 40 | United-States | Middle-aged | 297,700,000 | <=50K |
78 | Private | 182,977 | HS-grad | 9 | Widowed | Other-service | Not-in-family | Black | Female | 2,964 | 0 | 40 | United-States | Senior | 296,400,000 | <=50K |
71 | Private | 157,909 | Some-college | 10 | Never-married | Other-service | Not-in-family | White | Female | 2,964 | 0 | 60 | United-States | Senior | 296,400,000 | <=50K |
69 | Private | 370,888 | Assoc-acdm | 12 | Divorced | Adm-clerical | Not-in-family | White | Female | 2,964 | 0 | 6 | Germany | Senior | 296,400,000 | <=50K |
69 | Private | 159,522 | 7th-8th | 4 | Divorced | Machine-op-inspct | Unmarried | Black | Female | 2,964 | 0 | 40 | United-States | Senior | 296,400,000 | <=50K |
79 | Private | 172,220 | 7th-8th | 4 | Widowed | Priv-house-serv | Not-in-family | White | Female | 2,964 | 0 | 30 | United-States | Senior | 296,400,000 | <=50K |
66 | ? | 186,032 | Assoc-voc | 11 | Widowed | ? | Not-in-family | White | Female | 2,964 | 0 | 30 | United-States | Senior | 296,400,000 | <=50K |
70 | ? | 149,040 | HS-grad | 9 | Widowed | ? | Not-in-family | White | Female | 2,964 | 0 | 12 | United-States | Senior | 296,400,000 | <=50K |
90 | Self-emp-not-inc | 82,628 | HS-grad | 9 | Never-married | Exec-managerial | Not-in-family | White | Male | 2,964 | 0 | 12 | United-States | Senior | 296,400,000 | <=50K |
69 | ? | 107,575 | HS-grad | 9 | Divorced | ? | Not-in-family | White | Female | 2,964 | 0 | 35 | United-States | Senior | 296,400,000 | <=50K |
51 | Private | 120,914 | 7th-8th | 4 | Married-civ-spouse | Craft-repair | Husband | White | Male | 2,961 | 0 | 40 | United-States | Middle-aged | 296,100,000 | <=50K |
62 | ? | 302,142 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 2,961 | 0 | 30 | United-States | Senior | 296,100,000 | <=50K |
20 | Private | 279,538 | 11th | 7 | Married-civ-spouse | Handlers-cleaners | Other-relative | White | Male | 2,961 | 0 | 35 | United-States | Young | 296,100,000 | <=50K |
66 | Private | 116,468 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 2,936 | 0 | 20 | United-States | Senior | 293,600,000 | <=50K |
81 | Self-emp-inc | 247,232 | 10th | 6 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 2,936 | 0 | 28 | United-States | Senior | 293,600,000 | <=50K |
58 | Private | 407,138 | 7th-8th | 4 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 2,936 | 0 | 50 | Mexico | Middle-aged | 293,600,000 | <=50K |
59 | Private | 108,496 | Some-college | 10 | Divorced | Craft-repair | Not-in-family | White | Male | 2,907 | 0 | 40 | United-States | Middle-aged | 290,700,000 | <=50K |
26 | Private | 48,718 | 10th | 6 | Never-married | Adm-clerical | Not-in-family | White | Female | 2,907 | 0 | 40 | United-States | Young | 290,700,000 | <=50K |
23 | Private | 55,674 | Bachelors | 13 | Never-married | Protective-serv | Not-in-family | White | Female | 2,907 | 0 | 40 | United-States | Young | 290,700,000 | <=50K |
36 | Private | 544,686 | HS-grad | 9 | Never-married | Adm-clerical | Other-relative | White | Female | 2,907 | 0 | 40 | Nicaragua | Middle-aged | 290,700,000 | <=50K |
26 | Private | 116,044 | 11th | 7 | Separated | Craft-repair | Other-relative | White | Male | 2,907 | 0 | 50 | United-States | Young | 290,700,000 | <=50K |
56 | Private | 266,091 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Female | 2,907 | 0 | 52 | Cuba | Middle-aged | 290,700,000 | <=50K |
31 | Private | 511,289 | HS-grad | 9 | Never-married | Farming-fishing | Not-in-family | White | Male | 2,907 | 0 | 99 | United-States | Middle-aged | 290,700,000 | <=50K |
22 | Private | 385,077 | HS-grad | 9 | Never-married | Craft-repair | Own-child | White | Male | 2,907 | 0 | 40 | United-States | Young | 290,700,000 | <=50K |
23 | ? | 138,768 | Bachelors | 13 | Never-married | ? | Own-child | White | Male | 2,907 | 0 | 40 | United-States | Young | 290,700,000 | <=50K |
25 | Private | 104,993 | 9th | 5 | Never-married | Handlers-cleaners | Own-child | Black | Male | 2,907 | 0 | 40 | United-States | Young | 290,700,000 | <=50K |
18 | Private | 225,859 | Some-college | 10 | Never-married | Transport-moving | Own-child | White | Male | 2,907 | 0 | 30 | United-States | Young | 290,700,000 | <=50K |
59 | Private | 284,834 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 2,885 | 0 | 30 | United-States | Middle-aged | 288,500,000 | <=50K |
41 | Private | 187,821 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 2,885 | 0 | 40 | United-States | Middle-aged | 288,500,000 | <=50K |
35 | Private | 174,856 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 2,885 | 0 | 40 | United-States | Middle-aged | 288,500,000 | <=50K |
56 | Private | 286,487 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 2,885 | 0 | 45 | United-States | Middle-aged | 288,500,000 | <=50K |
47 | Self-emp-inc | 483,596 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 2,885 | 0 | 32 | United-States | Middle-aged | 288,500,000 | <=50K |
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