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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
42 | Private | 159,449 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
42 | Local-gov | 97,688 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
36 | Private | 188,563 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 5,178 | 0 | 50 | United-States | Middle-aged | 517,800,000 | >50K |
32 | Private | 231,043 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 5,178 | 0 | 48 | United-States | Middle-aged | 517,800,000 | >50K |
44 | Self-emp-inc | 320,984 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 5,178 | 0 | 60 | United-States | Middle-aged | 517,800,000 | >50K |
50 | Private | 88,926 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
54 | Private | 206,369 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 5,178 | 0 | 50 | United-States | Middle-aged | 517,800,000 | >50K |
32 | Self-emp-inc | 244,665 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 5,178 | 0 | 45 | United-States | Middle-aged | 517,800,000 | >50K |
61 | Local-gov | 95,450 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 5,178 | 0 | 50 | United-States | Senior | 517,800,000 | >50K |
51 | Private | 106,728 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 5,178 | 0 | 60 | United-States | Middle-aged | 517,800,000 | >50K |
40 | Private | 572,751 | Prof-school | 15 | Married-civ-spouse | Craft-repair | Husband | White | Male | 5,178 | 0 | 40 | Mexico | Middle-aged | 517,800,000 | >50K |
32 | Private | 107,843 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 5,178 | 0 | 50 | United-States | Middle-aged | 517,800,000 | >50K |
34 | Private | 275,438 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
48 | Local-gov | 31,264 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
45 | Private | 186,272 | 9th | 5 | Married-civ-spouse | Adm-clerical | Husband | Black | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
35 | Private | 46,385 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 5,178 | 0 | 90 | United-States | Middle-aged | 517,800,000 | >50K |
41 | Federal-gov | 168,294 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
31 | Private | 132,996 | HS-grad | 9 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 5,178 | 0 | 45 | United-States | Middle-aged | 517,800,000 | >50K |
29 | Self-emp-not-inc | 169,544 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 5,178 | 0 | 40 | United-States | Young | 517,800,000 | >50K |
37 | Local-gov | 312,232 | Bachelors | 13 | Married-civ-spouse | Protective-serv | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
26 | Private | 247,455 | Bachelors | 13 | Married-civ-spouse | Sales | Wife | White | Female | 5,178 | 0 | 42 | United-States | Young | 517,800,000 | >50K |
36 | Private | 175,232 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
42 | Private | 94,600 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
47 | ? | 109,832 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 5,178 | 0 | 30 | Canada | Middle-aged | 517,800,000 | >50K |
40 | Private | 119,101 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
30 | Private | 164,190 | Assoc-voc | 11 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 5,178 | 0 | 52 | United-States | Middle-aged | 517,800,000 | >50K |
37 | Private | 220,237 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
36 | Private | 247,558 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 5,178 | 0 | 60 | ? | Middle-aged | 517,800,000 | >50K |
40 | Private | 198,692 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 5,178 | 0 | 60 | United-States | Middle-aged | 517,800,000 | >50K |
33 | Private | 141,841 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | Black | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
49 | Private | 176,814 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
42 | Local-gov | 174,575 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
38 | Private | 76,878 | 11th | 7 | Married-civ-spouse | Craft-repair | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
26 | Private | 97,153 | Assoc-acdm | 12 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 5,178 | 0 | 40 | United-States | Young | 517,800,000 | >50K |
54 | Self-emp-not-inc | 172,898 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 5,178 | 0 | 50 | United-States | Middle-aged | 517,800,000 | >50K |
46 | Private | 127,089 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 5,178 | 0 | 38 | United-States | Middle-aged | 517,800,000 | >50K |
32 | Private | 29,933 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
25 | Private | 161,027 | Bachelors | 13 | Married-civ-spouse | Tech-support | Husband | White | Male | 5,178 | 0 | 40 | United-States | Young | 517,800,000 | >50K |
44 | Private | 74,680 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 5,178 | 0 | 50 | United-States | Middle-aged | 517,800,000 | >50K |
30 | Private | 186,932 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 5,178 | 0 | 75 | United-States | Middle-aged | 517,800,000 | >50K |
25 | Private | 120,238 | 11th | 7 | Married-civ-spouse | Transport-moving | Husband | White | Male | 5,178 | 0 | 40 | Poland | Young | 517,800,000 | >50K |
37 | Private | 287,031 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 5,178 | 0 | 75 | United-States | Middle-aged | 517,800,000 | >50K |
28 | Private | 176,683 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 5,178 | 0 | 50 | United-States | Young | 517,800,000 | >50K |
31 | Private | 473,133 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
44 | Private | 99,651 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
44 | Private | 175,669 | 11th | 7 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 5,178 | 0 | 36 | United-States | Middle-aged | 517,800,000 | >50K |
39 | Self-emp-inc | 543,042 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 5,178 | 0 | 50 | United-States | Middle-aged | 517,800,000 | >50K |
51 | Federal-gov | 97,934 | Bachelors | 13 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
27 | Private | 311,446 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 5,178 | 0 | 40 | United-States | Young | 517,800,000 | >50K |
31 | Private | 123,397 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Wife | White | Female | 5,178 | 0 | 35 | United-States | Middle-aged | 517,800,000 | >50K |
53 | Private | 195,813 | 5th-6th | 3 | Married-civ-spouse | Craft-repair | Husband | Other | Male | 5,178 | 0 | 40 | Puerto-Rico | Middle-aged | 517,800,000 | >50K |
37 | Local-gov | 365,430 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
48 | State-gov | 118,330 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
56 | Private | 116,143 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 5,178 | 0 | 44 | United-States | Middle-aged | 517,800,000 | >50K |
35 | Private | 282,979 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 5,178 | 0 | 50 | United-States | Middle-aged | 517,800,000 | >50K |
50 | Local-gov | 153,064 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
42 | Private | 230,684 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 5,178 | 0 | 50 | United-States | Middle-aged | 517,800,000 | >50K |
58 | Private | 280,309 | Assoc-acdm | 12 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 5,178 | 0 | 60 | United-States | Middle-aged | 517,800,000 | >50K |
35 | Private | 105,821 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
46 | Private | 173,243 | Some-college | 10 | Married-civ-spouse | Tech-support | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
34 | Private | 209,101 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 5,178 | 0 | 55 | United-States | Middle-aged | 517,800,000 | >50K |
43 | Private | 214,781 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
39 | State-gov | 122,011 | Masters | 14 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 5,178 | 0 | 38 | United-States | Middle-aged | 517,800,000 | >50K |
46 | Federal-gov | 97,863 | Assoc-voc | 11 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
55 | Private | 162,205 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 5,178 | 0 | 72 | United-States | Middle-aged | 517,800,000 | >50K |
38 | Private | 207,568 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
63 | ? | 310,396 | 9th | 5 | Married-civ-spouse | ? | Husband | White | Male | 5,178 | 0 | 40 | United-States | Senior | 517,800,000 | >50K |
27 | Private | 210,498 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 5,178 | 0 | 40 | United-States | Young | 517,800,000 | >50K |
47 | Private | 187,440 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
47 | Private | 201,699 | Assoc-acdm | 12 | Married-civ-spouse | Sales | Husband | White | Male | 5,178 | 0 | 50 | United-States | Middle-aged | 517,800,000 | >50K |
36 | Private | 186,035 | 11th | 7 | Married-civ-spouse | Craft-repair | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
43 | Private | 339,814 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
44 | Private | 112,262 | Bachelors | 13 | Married-civ-spouse | Tech-support | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
36 | Private | 226,013 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | Black | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
51 | Private | 175,070 | Assoc-acdm | 12 | Married-civ-spouse | Sales | Husband | White | Male | 5,178 | 0 | 45 | United-States | Middle-aged | 517,800,000 | >50K |
57 | Self-emp-inc | 258,883 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 5,178 | 0 | 60 | Hungary | Middle-aged | 517,800,000 | >50K |
32 | Private | 106,014 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 5,178 | 0 | 50 | United-States | Middle-aged | 517,800,000 | >50K |
39 | Self-emp-inc | 131,288 | Assoc-acdm | 12 | Married-civ-spouse | Sales | Husband | White | Male | 5,178 | 0 | 48 | United-States | Middle-aged | 517,800,000 | >50K |
35 | Self-emp-inc | 186,845 | Bachelors | 13 | Married-civ-spouse | Sales | Own-child | White | Male | 5,178 | 0 | 50 | United-States | Middle-aged | 517,800,000 | >50K |
62 | ? | 125,493 | HS-grad | 9 | Married-civ-spouse | ? | Wife | White | Female | 5,178 | 0 | 40 | Scotland | Senior | 517,800,000 | >50K |
45 | Private | 261,278 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | Asian-Pac-Islander | Female | 5,178 | 0 | 40 | Philippines | Middle-aged | 517,800,000 | >50K |
39 | Private | 248,011 | Assoc-voc | 11 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
31 | Private | 151,053 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
53 | Self-emp-inc | 152,810 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 5,178 | 0 | 45 | United-States | Middle-aged | 517,800,000 | >50K |
54 | Private | 135,388 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
37 | Private | 187,589 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
55 | Private | 184,882 | Assoc-voc | 11 | Married-civ-spouse | Transport-moving | Husband | White | Male | 5,178 | 0 | 50 | United-States | Middle-aged | 517,800,000 | >50K |
45 | Local-gov | 374,450 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Wife | White | Female | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
59 | Private | 126,668 | Assoc-voc | 11 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 5,178 | 0 | 50 | United-States | Middle-aged | 517,800,000 | >50K |
33 | ? | 369,386 | Some-college | 10 | Married-civ-spouse | ? | Wife | White | Female | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
47 | Private | 70,943 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
28 | Federal-gov | 163,862 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 5,178 | 0 | 40 | United-States | Young | 517,800,000 | >50K |
47 | Local-gov | 200,471 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
38 | Private | 269,318 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 5,178 | 0 | 50 | United-States | Middle-aged | 517,800,000 | >50K |
34 | State-gov | 118,551 | Bachelors | 13 | Married-civ-spouse | Tech-support | Own-child | White | Female | 5,178 | 0 | 25 | ? | Middle-aged | 517,800,000 | >50K |
54 | Federal-gov | 75,235 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
58 | Private | 250,206 | 10th | 6 | Married-civ-spouse | Craft-repair | Husband | White | Male | 5,178 | 0 | 40 | United-States | Middle-aged | 517,800,000 | >50K |
24 | Private | 206,827 | Some-college | 10 | Never-married | Sales | Own-child | White | Female | 5,060 | 0 | 30 | United-States | Young | 506,000,000 | <=50K |
30 | Private | 188,146 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 5,013 | 0 | 40 | United-States | Middle-aged | 501,300,000 | <=50K |
43 | Self-emp-inc | 188,436 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 5,013 | 0 | 45 | United-States | Middle-aged | 501,300,000 | <=50K |
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