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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
43 | Private | 128,170 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
37 | Self-emp-inc | 186,359 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 7,688 | 0 | 60 | United-States | Middle-aged | 768,800,000 | >50K |
38 | Federal-gov | 115,433 | Assoc-acdm | 12 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 7,688 | 0 | 33 | United-States | Middle-aged | 768,800,000 | >50K |
28 | Private | 119,545 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Own-child | White | Male | 7,688 | 0 | 50 | United-States | Young | 768,800,000 | >50K |
52 | Local-gov | 317,733 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
45 | Federal-gov | 352,094 | Some-college | 10 | Married-civ-spouse | Tech-support | Husband | White | Male | 7,688 | 0 | 40 | Guatemala | Middle-aged | 768,800,000 | >50K |
49 | Private | 186,172 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 7,688 | 0 | 45 | United-States | Middle-aged | 768,800,000 | >50K |
46 | State-gov | 192,779 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
38 | Private | 111,398 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
53 | State-gov | 50,048 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
59 | ? | 154,236 | HS-grad | 9 | Married-civ-spouse | ? | Wife | White | Female | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
52 | Federal-gov | 617,021 | Bachelors | 13 | Married-civ-spouse | Tech-support | Husband | Black | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
44 | State-gov | 174,325 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | Black | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
33 | Private | 274,222 | Bachelors | 13 | Married-civ-spouse | Other-service | Husband | Asian-Pac-Islander | Male | 7,688 | 0 | 38 | United-States | Middle-aged | 768,800,000 | >50K |
39 | Private | 183,898 | Assoc-acdm | 12 | Married-civ-spouse | Craft-repair | Husband | White | Male | 7,688 | 0 | 60 | Germany | Middle-aged | 768,800,000 | >50K |
50 | Self-emp-inc | 156,623 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | Asian-Pac-Islander | Male | 7,688 | 0 | 50 | Philippines | Middle-aged | 768,800,000 | >50K |
27 | Self-emp-not-inc | 37,302 | Assoc-acdm | 12 | Married-civ-spouse | Transport-moving | Husband | White | Male | 7,688 | 0 | 70 | United-States | Young | 768,800,000 | >50K |
33 | Local-gov | 43,959 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
41 | Private | 95,047 | Assoc-voc | 11 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 7,688 | 0 | 44 | United-States | Middle-aged | 768,800,000 | >50K |
38 | Self-emp-not-inc | 108,947 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
41 | Private | 67,339 | 11th | 7 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
48 | Private | 189,462 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
36 | Self-emp-not-inc | 20,333 | HS-grad | 9 | Married-civ-spouse | Sales | Wife | White | Female | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
41 | Self-emp-not-inc | 27,305 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
45 | Federal-gov | 88,564 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
41 | Private | 151,504 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
34 | State-gov | 34,104 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 38 | United-States | Middle-aged | 768,800,000 | >50K |
47 | Private | 164,113 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | Black | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
56 | Self-emp-not-inc | 172,618 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
64 | Self-emp-inc | 165,667 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 60 | Canada | Senior | 768,800,000 | >50K |
47 | Local-gov | 56,482 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Husband | Black | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
45 | Local-gov | 236,586 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 55 | United-States | Middle-aged | 768,800,000 | >50K |
39 | Private | 194,404 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
55 | State-gov | 175,127 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 7,688 | 0 | 38 | United-States | Middle-aged | 768,800,000 | >50K |
63 | Private | 346,975 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 7,688 | 0 | 36 | United-States | Senior | 768,800,000 | >50K |
44 | State-gov | 33,658 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
38 | Local-gov | 185,394 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
39 | Private | 85,319 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 7,688 | 0 | 60 | United-States | Middle-aged | 768,800,000 | >50K |
44 | Private | 172,479 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
37 | Private | 152,909 | Assoc-voc | 11 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
47 | Local-gov | 123,681 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 60 | United-States | Middle-aged | 768,800,000 | >50K |
58 | Self-emp-not-inc | 222,311 | HS-grad | 9 | Married-civ-spouse | Other-service | Husband | White | Male | 7,688 | 0 | 55 | United-States | Middle-aged | 768,800,000 | >50K |
58 | Private | 289,364 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 45 | United-States | Middle-aged | 768,800,000 | >50K |
34 | Private | 134,737 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 55 | United-States | Middle-aged | 768,800,000 | >50K |
38 | Federal-gov | 238,342 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 7,688 | 0 | 42 | United-States | Middle-aged | 768,800,000 | >50K |
61 | Private | 230,292 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 7,688 | 0 | 40 | United-States | Senior | 768,800,000 | >50K |
38 | Self-emp-inc | 275,223 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
41 | Self-emp-inc | 253,060 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 7,688 | 0 | 45 | United-States | Middle-aged | 768,800,000 | >50K |
36 | Private | 29,702 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
35 | Private | 186,934 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
53 | Federal-gov | 205,288 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 7,688 | 0 | 35 | United-States | Middle-aged | 768,800,000 | >50K |
56 | Private | 132,026 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | Black | Male | 7,688 | 0 | 45 | United-States | Middle-aged | 768,800,000 | >50K |
34 | Self-emp-not-inc | 179,673 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 60 | United-States | Middle-aged | 768,800,000 | >50K |
33 | ? | 193,172 | Assoc-voc | 11 | Married-civ-spouse | ? | Own-child | White | Female | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
41 | Private | 290,660 | Bachelors | 13 | Married-civ-spouse | Craft-repair | Husband | White | Male | 7,688 | 0 | 55 | United-States | Middle-aged | 768,800,000 | >50K |
32 | Private | 173,730 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
24 | Private | 585,203 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 7,688 | 0 | 45 | United-States | Young | 768,800,000 | >50K |
37 | Local-gov | 218,490 | HS-grad | 9 | Married-civ-spouse | Protective-serv | Husband | White | Male | 7,688 | 0 | 35 | United-States | Middle-aged | 768,800,000 | >50K |
52 | Private | 84,278 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 55 | ? | Middle-aged | 768,800,000 | >50K |
34 | Private | 242,460 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
49 | Private | 165,468 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 55 | United-States | Middle-aged | 768,800,000 | >50K |
35 | Private | 44,780 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 7,688 | 0 | 20 | United-States | Middle-aged | 768,800,000 | >50K |
36 | Private | 607,848 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 7,688 | 0 | 45 | United-States | Middle-aged | 768,800,000 | >50K |
36 | Private | 187,847 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
30 | Private | 162,442 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
45 | Local-gov | 215,862 | Doctorate | 16 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 45 | United-States | Middle-aged | 768,800,000 | >50K |
58 | Private | 349,910 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
37 | Federal-gov | 93,225 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
54 | Private | 145,714 | HS-grad | 9 | Married-civ-spouse | Tech-support | Husband | White | Male | 7,688 | 0 | 25 | United-States | Middle-aged | 768,800,000 | >50K |
48 | Private | 237,525 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 65 | United-States | Middle-aged | 768,800,000 | >50K |
47 | Local-gov | 114,459 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 45 | United-States | Middle-aged | 768,800,000 | >50K |
36 | Private | 20,507 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
43 | Private | 403,467 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | Black | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
47 | Private | 151,584 | Prof-school | 15 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 60 | United-States | Middle-aged | 768,800,000 | >50K |
62 | Private | 208,711 | Bachelors | 13 | Married-civ-spouse | Craft-repair | Husband | White | Male | 7,688 | 0 | 50 | United-States | Senior | 768,800,000 | >50K |
26 | Private | 180,246 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 40 | United-States | Young | 768,800,000 | >50K |
61 | Self-emp-inc | 61,040 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 7,688 | 0 | 36 | United-States | Senior | 768,800,000 | >50K |
57 | Self-emp-inc | 161,662 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 60 | United-States | Middle-aged | 768,800,000 | >50K |
50 | Local-gov | 311,551 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
33 | Local-gov | 183,923 | Masters | 14 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 7,688 | 0 | 35 | United-States | Middle-aged | 768,800,000 | >50K |
46 | Private | 184,169 | Masters | 14 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 7,688 | 0 | 35 | United-States | Middle-aged | 768,800,000 | >50K |
45 | Private | 178,319 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
37 | Local-gov | 99,935 | Masters | 14 | Married-civ-spouse | Protective-serv | Husband | White | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
55 | Private | 223,594 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | Black | Male | 7,688 | 0 | 40 | Puerto-Rico | Middle-aged | 768,800,000 | >50K |
41 | Self-emp-not-inc | 169,023 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
41 | Self-emp-not-inc | 57,924 | Some-college | 10 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
35 | Self-emp-not-inc | 202,027 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 55 | United-States | Middle-aged | 768,800,000 | >50K |
46 | State-gov | 30,219 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 38 | United-States | Middle-aged | 768,800,000 | >50K |
47 | Private | 121,836 | Masters | 14 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 7,688 | 0 | 38 | United-States | Middle-aged | 768,800,000 | >50K |
46 | State-gov | 27,243 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 45 | United-States | Middle-aged | 768,800,000 | >50K |
53 | Local-gov | 202,733 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 70 | United-States | Middle-aged | 768,800,000 | >50K |
38 | Private | 192,337 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
46 | Private | 423,222 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
43 | Private | 191,814 | Assoc-acdm | 12 | Married-civ-spouse | Sales | Husband | White | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
58 | Private | 123,436 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
31 | Private | 43,819 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 7,688 | 0 | 43 | United-States | Middle-aged | 768,800,000 | >50K |
54 | Private | 154,728 | Assoc-voc | 11 | Married-civ-spouse | Tech-support | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
45 | Private | 182,313 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
54 | Self-emp-inc | 96,460 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 60 | United-States | Middle-aged | 768,800,000 | >50K |
42 | Private | 325,353 | Assoc-acdm | 12 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 7,688 | 0 | 42 | United-States | Middle-aged | 768,800,000 | >50K |
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