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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
61 | Private | 298,400 | Bachelors | 13 | Divorced | Sales | Not-in-family | Black | Male | 4,787 | 0 | 48 | United-States | Senior | 478,700,000 | >50K |
30 | Private | 509,500 | Bachelors | 13 | Never-married | Tech-support | Not-in-family | White | Female | 4,787 | 0 | 45 | United-States | Middle-aged | 478,700,000 | >50K |
58 | Federal-gov | 244,830 | Bachelors | 13 | Separated | Prof-specialty | Not-in-family | White | Male | 4,787 | 0 | 40 | United-States | Middle-aged | 478,700,000 | >50K |
35 | Private | 241,998 | HS-grad | 9 | Never-married | Sales | Not-in-family | White | Male | 4,787 | 0 | 40 | United-States | Middle-aged | 478,700,000 | >50K |
46 | Local-gov | 230,979 | Bachelors | 13 | Divorced | Prof-specialty | Not-in-family | White | Female | 4,787 | 0 | 25 | United-States | Middle-aged | 478,700,000 | >50K |
52 | Local-gov | 194,788 | Masters | 14 | Divorced | Exec-managerial | Not-in-family | White | Female | 4,787 | 0 | 60 | United-States | Middle-aged | 478,700,000 | >50K |
46 | Local-gov | 148,995 | Bachelors | 13 | Never-married | Prof-specialty | Own-child | White | Male | 4,787 | 0 | 45 | United-States | Middle-aged | 478,700,000 | >50K |
39 | Private | 121,590 | Some-college | 10 | Never-married | Prof-specialty | Not-in-family | Black | Male | 4,787 | 0 | 40 | United-States | Middle-aged | 478,700,000 | >50K |
35 | ? | 98,080 | Prof-school | 15 | Never-married | ? | Not-in-family | Asian-Pac-Islander | Male | 4,787 | 0 | 45 | Japan | Middle-aged | 478,700,000 | >50K |
38 | Local-gov | 194,630 | Bachelors | 13 | Never-married | Protective-serv | Not-in-family | White | Female | 4,787 | 0 | 43 | United-States | Middle-aged | 478,700,000 | >50K |
49 | Private | 287,647 | Masters | 14 | Divorced | Sales | Not-in-family | White | Male | 4,787 | 0 | 45 | United-States | Middle-aged | 478,700,000 | >50K |
30 | Private | 331,419 | Assoc-acdm | 12 | Never-married | Craft-repair | Not-in-family | White | Male | 4,787 | 0 | 50 | United-States | Middle-aged | 478,700,000 | >50K |
53 | Private | 346,871 | HS-grad | 9 | Divorced | Prof-specialty | Not-in-family | White | Male | 4,787 | 0 | 46 | United-States | Middle-aged | 478,700,000 | >50K |
59 | Local-gov | 303,455 | Masters | 14 | Widowed | Prof-specialty | Unmarried | White | Female | 4,787 | 0 | 60 | United-States | Middle-aged | 478,700,000 | >50K |
52 | State-gov | 109,600 | Masters | 14 | Married-spouse-absent | Exec-managerial | Unmarried | White | Female | 4,787 | 0 | 44 | United-States | Middle-aged | 478,700,000 | >50K |
45 | Private | 160,647 | Bachelors | 13 | Divorced | Adm-clerical | Unmarried | White | Female | 4,687 | 0 | 35 | United-States | Middle-aged | 468,700,000 | >50K |
42 | Private | 210,275 | Masters | 14 | Divorced | Tech-support | Unmarried | Black | Female | 4,687 | 0 | 35 | United-States | Middle-aged | 468,700,000 | >50K |
39 | Private | 148,903 | HS-grad | 9 | Divorced | Sales | Not-in-family | White | Female | 4,687 | 0 | 50 | United-States | Middle-aged | 468,700,000 | >50K |
29 | Private | 271,328 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Male | 4,650 | 0 | 40 | United-States | Young | 465,000,000 | <=50K |
31 | Private | 231,263 | Bachelors | 13 | Divorced | Exec-managerial | Not-in-family | White | Male | 4,650 | 0 | 45 | United-States | Middle-aged | 465,000,000 | <=50K |
35 | Self-emp-not-inc | 185,848 | HS-grad | 9 | Never-married | Exec-managerial | Not-in-family | White | Male | 4,650 | 0 | 50 | United-States | Middle-aged | 465,000,000 | <=50K |
36 | Private | 208,358 | 9th | 5 | Divorced | Handlers-cleaners | Not-in-family | White | Male | 4,650 | 0 | 56 | United-States | Middle-aged | 465,000,000 | <=50K |
36 | Private | 192,704 | 12th | 8 | Never-married | Exec-managerial | Not-in-family | White | Male | 4,650 | 0 | 50 | United-States | Middle-aged | 465,000,000 | <=50K |
42 | Private | 259,643 | Masters | 14 | Divorced | Prof-specialty | Not-in-family | White | Male | 4,650 | 0 | 40 | United-States | Middle-aged | 465,000,000 | <=50K |
53 | State-gov | 116,367 | Some-college | 10 | Divorced | Adm-clerical | Other-relative | White | Female | 4,650 | 0 | 40 | United-States | Middle-aged | 465,000,000 | <=50K |
49 | Local-gov | 192,349 | Masters | 14 | Never-married | Prof-specialty | Not-in-family | White | Female | 4,650 | 0 | 40 | United-States | Middle-aged | 465,000,000 | <=50K |
39 | Local-gov | 116,666 | HS-grad | 9 | Never-married | Protective-serv | Own-child | Amer-Indian-Eskimo | Male | 4,650 | 0 | 48 | United-States | Middle-aged | 465,000,000 | <=50K |
31 | Private | 213,002 | 12th | 8 | Never-married | Sales | Not-in-family | White | Male | 4,650 | 0 | 50 | United-States | Middle-aged | 465,000,000 | <=50K |
30 | Self-emp-inc | 124,420 | HS-grad | 9 | Divorced | Exec-managerial | Not-in-family | White | Male | 4,650 | 0 | 40 | United-States | Middle-aged | 465,000,000 | <=50K |
39 | Private | 179,481 | HS-grad | 9 | Never-married | Tech-support | Not-in-family | White | Male | 4,650 | 0 | 44 | United-States | Middle-aged | 465,000,000 | <=50K |
25 | Private | 231,016 | Masters | 14 | Never-married | Prof-specialty | Not-in-family | White | Female | 4,650 | 0 | 37 | United-States | Young | 465,000,000 | <=50K |
37 | Local-gov | 117,760 | Assoc-voc | 11 | Never-married | Protective-serv | Not-in-family | White | Male | 4,650 | 0 | 40 | United-States | Middle-aged | 465,000,000 | <=50K |
35 | Private | 70,447 | Some-college | 10 | Never-married | Prof-specialty | Unmarried | Asian-Pac-Islander | Male | 4,650 | 0 | 20 | United-States | Middle-aged | 465,000,000 | <=50K |
39 | Private | 101,146 | HS-grad | 9 | Divorced | Prof-specialty | Not-in-family | White | Female | 4,650 | 0 | 40 | United-States | Middle-aged | 465,000,000 | <=50K |
40 | Private | 242,619 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Male | 4,650 | 0 | 40 | United-States | Middle-aged | 465,000,000 | <=50K |
42 | Local-gov | 125,461 | Bachelors | 13 | Never-married | Exec-managerial | Own-child | White | Male | 4,650 | 0 | 35 | United-States | Middle-aged | 465,000,000 | <=50K |
34 | ? | 286,689 | Masters | 14 | Never-married | ? | Not-in-family | White | Male | 4,650 | 0 | 30 | United-States | Middle-aged | 465,000,000 | <=50K |
41 | Federal-gov | 197,069 | Some-college | 10 | Married-spouse-absent | Adm-clerical | Not-in-family | Black | Male | 4,650 | 0 | 40 | United-States | Middle-aged | 465,000,000 | <=50K |
35 | Private | 276,153 | Bachelors | 13 | Never-married | Tech-support | Not-in-family | Asian-Pac-Islander | Female | 4,650 | 0 | 40 | United-States | Middle-aged | 465,000,000 | <=50K |
32 | Private | 216,145 | Some-college | 10 | Never-married | Craft-repair | Not-in-family | White | Male | 4,650 | 0 | 45 | United-States | Middle-aged | 465,000,000 | <=50K |
42 | Private | 367,049 | Masters | 14 | Never-married | Exec-managerial | Not-in-family | White | Female | 4,650 | 0 | 40 | United-States | Middle-aged | 465,000,000 | <=50K |
47 | Private | 167,159 | HS-grad | 9 | Divorced | Machine-op-inspct | Not-in-family | White | Male | 4,650 | 0 | 40 | United-States | Middle-aged | 465,000,000 | <=50K |
28 | Private | 334,368 | Assoc-voc | 11 | Never-married | Prof-specialty | Not-in-family | White | Female | 4,650 | 0 | 40 | United-States | Young | 465,000,000 | <=50K |
23 | Private | 151,888 | HS-grad | 9 | Divorced | Craft-repair | Not-in-family | White | Male | 4,650 | 0 | 50 | Ireland | Young | 465,000,000 | <=50K |
55 | Private | 145,214 | Some-college | 10 | Divorced | Adm-clerical | Unmarried | White | Female | 4,650 | 0 | 20 | United-States | Middle-aged | 465,000,000 | <=50K |
23 | Private | 242,912 | Some-college | 10 | Never-married | Other-service | Own-child | White | Female | 4,650 | 0 | 40 | United-States | Young | 465,000,000 | <=50K |
45 | Private | 111,994 | Some-college | 10 | Divorced | Sales | Not-in-family | White | Male | 4,650 | 0 | 40 | United-States | Middle-aged | 465,000,000 | <=50K |
43 | Private | 227,065 | HS-grad | 9 | Never-married | Prof-specialty | Not-in-family | White | Male | 4,650 | 0 | 40 | United-States | Middle-aged | 465,000,000 | <=50K |
38 | Private | 43,770 | Some-college | 10 | Separated | Other-service | Not-in-family | White | Female | 4,650 | 0 | 72 | United-States | Middle-aged | 465,000,000 | <=50K |
40 | Private | 289,748 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Female | 4,650 | 0 | 48 | United-States | Middle-aged | 465,000,000 | <=50K |
50 | Local-gov | 191,025 | Masters | 14 | Divorced | Exec-managerial | Not-in-family | White | Female | 4,650 | 0 | 70 | United-States | Middle-aged | 465,000,000 | <=50K |
33 | Private | 319,854 | Bachelors | 13 | Separated | Prof-specialty | Not-in-family | White | Male | 4,650 | 0 | 35 | United-States | Middle-aged | 465,000,000 | <=50K |
31 | Private | 347,166 | Some-college | 10 | Divorced | Craft-repair | Own-child | White | Male | 4,650 | 0 | 40 | United-States | Middle-aged | 465,000,000 | <=50K |
41 | Private | 70,645 | Masters | 14 | Widowed | Prof-specialty | Not-in-family | White | Female | 4,650 | 0 | 55 | United-States | Middle-aged | 465,000,000 | <=50K |
60 | Private | 184,183 | HS-grad | 9 | Divorced | Machine-op-inspct | Not-in-family | White | Male | 4,650 | 0 | 40 | United-States | Senior | 465,000,000 | <=50K |
62 | Private | 138,253 | Masters | 14 | Never-married | Handlers-cleaners | Not-in-family | White | Male | 4,650 | 0 | 40 | United-States | Senior | 465,000,000 | <=50K |
50 | Private | 138,852 | Some-college | 10 | Divorced | Craft-repair | Not-in-family | White | Male | 4,650 | 0 | 22 | United-States | Middle-aged | 465,000,000 | <=50K |
41 | Private | 36,699 | Some-college | 10 | Divorced | Exec-managerial | Not-in-family | White | Male | 4,650 | 0 | 40 | United-States | Middle-aged | 465,000,000 | <=50K |
32 | Federal-gov | 386,877 | Assoc-voc | 11 | Never-married | Tech-support | Own-child | Black | Male | 4,650 | 0 | 40 | United-States | Middle-aged | 465,000,000 | <=50K |
57 | Private | 182,677 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | Asian-Pac-Islander | Male | 4,508 | 0 | 40 | South | Middle-aged | 450,800,000 | <=50K |
32 | Private | 112,137 | Preschool | 1 | Married-civ-spouse | Machine-op-inspct | Wife | Asian-Pac-Islander | Female | 4,508 | 0 | 40 | Cambodia | Middle-aged | 450,800,000 | <=50K |
23 | Private | 188,409 | 11th | 7 | Married-civ-spouse | Transport-moving | Husband | White | Male | 4,508 | 0 | 25 | United-States | Young | 450,800,000 | <=50K |
39 | Private | 291,665 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 4,508 | 0 | 24 | United-States | Middle-aged | 450,800,000 | <=50K |
22 | Private | 200,109 | HS-grad | 9 | Married-civ-spouse | Priv-house-serv | Wife | White | Female | 4,508 | 0 | 40 | United-States | Young | 450,800,000 | <=50K |
56 | Private | 105,363 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 4,508 | 0 | 40 | United-States | Middle-aged | 450,800,000 | <=50K |
43 | Self-emp-not-inc | 343,061 | 7th-8th | 4 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 4,508 | 0 | 40 | Cuba | Middle-aged | 450,800,000 | <=50K |
28 | Private | 163,265 | 9th | 5 | Married-civ-spouse | Sales | Husband | White | Male | 4,508 | 0 | 40 | United-States | Young | 450,800,000 | <=50K |
21 | Self-emp-not-inc | 103,277 | 12th | 8 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 4,508 | 0 | 30 | Portugal | Young | 450,800,000 | <=50K |
34 | Self-emp-not-inc | 254,304 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 4,508 | 0 | 90 | United-States | Middle-aged | 450,800,000 | <=50K |
32 | Private | 201,988 | Prof-school | 15 | Married-civ-spouse | Sales | Husband | White | Male | 4,508 | 0 | 40 | ? | Middle-aged | 450,800,000 | <=50K |
38 | Private | 167,440 | Bachelors | 13 | Married-civ-spouse | Transport-moving | Husband | White | Male | 4,508 | 0 | 40 | United-States | Middle-aged | 450,800,000 | <=50K |
27 | Private | 406,662 | HS-grad | 9 | Never-married | Adm-clerical | Not-in-family | White | Male | 4,416 | 0 | 40 | United-States | Young | 441,600,000 | <=50K |
25 | Private | 272,428 | HS-grad | 9 | Never-married | Sales | Not-in-family | White | Male | 4,416 | 0 | 42 | United-States | Young | 441,600,000 | <=50K |
25 | Private | 164,938 | HS-grad | 9 | Never-married | Machine-op-inspct | Own-child | White | Male | 4,416 | 0 | 40 | United-States | Young | 441,600,000 | <=50K |
50 | Self-emp-not-inc | 114,758 | Bachelors | 13 | Never-married | Craft-repair | Not-in-family | White | Male | 4,416 | 0 | 45 | United-States | Middle-aged | 441,600,000 | <=50K |
49 | Private | 173,115 | 10th | 6 | Separated | Exec-managerial | Not-in-family | Black | Male | 4,416 | 0 | 99 | United-States | Middle-aged | 441,600,000 | <=50K |
33 | Private | 153,151 | HS-grad | 9 | Never-married | Handlers-cleaners | Own-child | White | Male | 4,416 | 0 | 40 | United-States | Middle-aged | 441,600,000 | <=50K |
22 | Without-pay | 302,347 | HS-grad | 9 | Never-married | Handlers-cleaners | Own-child | White | Male | 4,416 | 0 | 40 | United-States | Young | 441,600,000 | <=50K |
56 | Private | 178,033 | Some-college | 10 | Widowed | Exec-managerial | Not-in-family | White | Male | 4,416 | 0 | 60 | United-States | Middle-aged | 441,600,000 | <=50K |
34 | Private | 154,874 | HS-grad | 9 | Never-married | Machine-op-inspct | Not-in-family | White | Male | 4,416 | 0 | 30 | United-States | Middle-aged | 441,600,000 | <=50K |
54 | ? | 155,755 | HS-grad | 9 | Divorced | ? | Not-in-family | White | Female | 4,416 | 0 | 25 | United-States | Middle-aged | 441,600,000 | <=50K |
25 | Private | 148,460 | HS-grad | 9 | Never-married | Adm-clerical | Own-child | Black | Female | 4,416 | 0 | 40 | Puerto-Rico | Young | 441,600,000 | <=50K |
20 | Private | 168,187 | Some-college | 10 | Never-married | Other-service | Other-relative | White | Female | 4,416 | 0 | 25 | United-States | Young | 441,600,000 | <=50K |
38 | Self-emp-not-inc | 120,985 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 4,386 | 0 | 35 | United-States | Middle-aged | 438,600,000 | <=50K |
55 | Private | 238,638 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 4,386 | 0 | 40 | United-States | Middle-aged | 438,600,000 | >50K |
40 | Private | 144,995 | Assoc-voc | 11 | Married-civ-spouse | Tech-support | Husband | White | Male | 4,386 | 0 | 40 | United-States | Middle-aged | 438,600,000 | <=50K |
53 | Private | 194,259 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 4,386 | 0 | 40 | United-States | Middle-aged | 438,600,000 | >50K |
55 | Private | 387,569 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 4,386 | 0 | 40 | United-States | Middle-aged | 438,600,000 | >50K |
50 | Private | 75,472 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 4,386 | 0 | 40 | ? | Middle-aged | 438,600,000 | <=50K |
45 | Self-emp-inc | 36,228 | Bachelors | 13 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 4,386 | 0 | 35 | United-States | Middle-aged | 438,600,000 | >50K |
38 | Private | 31,069 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 4,386 | 0 | 40 | United-States | Middle-aged | 438,600,000 | >50K |
53 | Self-emp-not-inc | 174,102 | 7th-8th | 4 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 4,386 | 0 | 50 | Greece | Middle-aged | 438,600,000 | >50K |
46 | Private | 503,923 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | Black | Male | 4,386 | 0 | 40 | United-States | Middle-aged | 438,600,000 | >50K |
42 | Private | 255,847 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 4,386 | 0 | 48 | United-States | Middle-aged | 438,600,000 | >50K |
51 | Private | 335,997 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 4,386 | 0 | 55 | United-States | Middle-aged | 438,600,000 | >50K |
43 | Private | 313,022 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | Black | Male | 4,386 | 0 | 40 | United-States | Middle-aged | 438,600,000 | >50K |
47 | Local-gov | 265,097 | HS-grad | 9 | Married-civ-spouse | Other-service | Husband | White | Male | 4,386 | 0 | 40 | United-States | Middle-aged | 438,600,000 | >50K |
51 | Federal-gov | 306,784 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 4,386 | 0 | 40 | United-States | Middle-aged | 438,600,000 | >50K |
31 | Private | 182,237 | Assoc-acdm | 12 | Married-civ-spouse | Sales | Husband | White | Male | 4,386 | 0 | 45 | United-States | Middle-aged | 438,600,000 | >50K |
30 | Private | 110,643 | Masters | 14 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 4,386 | 0 | 40 | United-States | Middle-aged | 438,600,000 | >50K |
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