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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
47 | Private | 120,939 | Some-college | 10 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
41 | Federal-gov | 130,760 | Bachelors | 13 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 24 | United-States | Middle-aged | 0 | <=50K |
23 | Private | 197,387 | 5th-6th | 3 | Married-civ-spouse | Transport-moving | Other-relative | White | Male | 0 | 0 | 40 | Mexico | Young | 0 | <=50K |
36 | Private | 99,374 | Some-college | 10 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
24 | Self-emp-not-inc | 32,921 | HS-grad | 9 | Never-married | Sales | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
19 | ? | 170,653 | HS-grad | 9 | Never-married | ? | Own-child | White | Male | 0 | 0 | 40 | Italy | Young | 0 | <=50K |
51 | Private | 259,323 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | Middle-aged | 0 | >50K |
37 | State-gov | 48,211 | HS-grad | 9 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
18 | Private | 140,164 | 11th | 7 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
35 | Private | 36,270 | HS-grad | 9 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
17 | Private | 65,368 | 11th | 7 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 12 | United-States | Young | 0 | <=50K |
44 | Local-gov | 160,943 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
37 | Private | 208,358 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
35 | Private | 153,790 | Some-college | 10 | Never-married | Sales | Not-in-family | Amer-Indian-Eskimo | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
60 | Private | 85,815 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | Asian-Pac-Islander | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
54 | Self-emp-inc | 125,417 | 7th-8th | 4 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
37 | Private | 635,913 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | Black | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | >50K |
50 | Private | 313,321 | Assoc-acdm | 12 | Divorced | Sales | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
38 | Private | 182,609 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 50 | Poland | Middle-aged | 0 | <=50K |
45 | Private | 109,434 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 55 | United-States | Middle-aged | 0 | <=50K |
25 | Private | 255,004 | 10th | 6 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
31 | Private | 197,860 | Some-college | 10 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
64 | ? | 187,656 | 1st-4th | 2 | Divorced | ? | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
54 | Private | 176,681 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | Black | Male | 0 | 0 | 20 | United-States | Middle-aged | 0 | <=50K |
53 | Local-gov | 140,359 | Preschool | 1 | Never-married | Machine-op-inspct | Not-in-family | White | Female | 0 | 0 | 35 | United-States | Middle-aged | 0 | <=50K |
18 | Private | 243,313 | HS-grad | 9 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
60 | ? | 24,215 | 10th | 6 | Divorced | ? | Not-in-family | Amer-Indian-Eskimo | Female | 0 | 0 | 10 | United-States | Senior | 0 | <=50K |
75 | Private | 314,209 | Assoc-voc | 11 | Widowed | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 20 | Columbia | Senior | 0 | <=50K |
65 | Private | 176,796 | HS-grad | 9 | Divorced | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Senior | 0 | <=50K |
41 | Private | 130,408 | HS-grad | 9 | Divorced | Sales | Unmarried | Black | Female | 0 | 0 | 38 | United-States | Middle-aged | 0 | <=50K |
25 | Private | 159,732 | Some-college | 10 | Never-married | Adm-clerical | Not-in-family | White | Male | 0 | 0 | 42 | United-States | Young | 0 | <=50K |
33 | Private | 110,978 | Some-college | 10 | Divorced | Craft-repair | Other-relative | Other | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
28 | Private | 76,714 | Prof-school | 15 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 55 | United-States | Young | 0 | >50K |
59 | State-gov | 268,700 | HS-grad | 9 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
40 | State-gov | 170,525 | Some-college | 10 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 38 | United-States | Middle-aged | 0 | <=50K |
41 | Private | 180,138 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | Iran | Middle-aged | 0 | >50K |
38 | Local-gov | 115,076 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 70 | United-States | Middle-aged | 0 | >50K |
23 | Private | 115,458 | HS-grad | 9 | Never-married | Transport-moving | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
40 | Private | 347,890 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
41 | Self-emp-not-inc | 196,001 | HS-grad | 9 | Married-civ-spouse | Other-service | Wife | White | Female | 0 | 0 | 20 | United-States | Middle-aged | 0 | <=50K |
24 | State-gov | 273,905 | Assoc-acdm | 12 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 50 | United-States | Young | 0 | <=50K |
20 | ? | 119,156 | Some-college | 10 | Never-married | ? | Own-child | White | Male | 0 | 0 | 20 | United-States | Young | 0 | <=50K |
56 | Private | 203,580 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 35 | ? | Middle-aged | 0 | <=50K |
58 | Private | 236,596 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | >50K |
32 | Private | 183,916 | HS-grad | 9 | Never-married | Other-service | Not-in-family | White | Female | 0 | 0 | 34 | United-States | Middle-aged | 0 | <=50K |
45 | Private | 153,141 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 40 | ? | Middle-aged | 0 | <=50K |
41 | Private | 112,763 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
42 | Private | 390,781 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Wife | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
59 | Local-gov | 171,328 | 10th | 6 | Widowed | Other-service | Unmarried | Black | Female | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
19 | Local-gov | 27,382 | Some-college | 10 | Never-married | Adm-clerical | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
58 | Private | 259,014 | Some-college | 10 | Never-married | Transport-moving | Not-in-family | White | Male | 0 | 0 | 20 | United-States | Middle-aged | 0 | <=50K |
42 | Self-emp-not-inc | 303,044 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | Asian-Pac-Islander | Male | 0 | 0 | 40 | Cambodia | Middle-aged | 0 | >50K |
20 | Private | 117,789 | HS-grad | 9 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
32 | Private | 172,579 | HS-grad | 9 | Separated | Other-service | Not-in-family | White | Female | 0 | 0 | 30 | United-States | Middle-aged | 0 | <=50K |
45 | Private | 187,666 | Assoc-voc | 11 | Widowed | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
50 | Private | 204,518 | 7th-8th | 4 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
36 | Private | 150,042 | Bachelors | 13 | Divorced | Prof-specialty | Own-child | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
45 | Private | 98,092 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
17 | Private | 245,918 | 11th | 7 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 12 | United-States | Young | 0 | <=50K |
26 | Private | 378,322 | 11th | 7 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
37 | Self-emp-inc | 257,295 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | Asian-Pac-Islander | Male | 0 | 0 | 75 | Thailand | Middle-aged | 0 | >50K |
19 | ? | 218,956 | Some-college | 10 | Never-married | ? | Own-child | White | Male | 0 | 0 | 24 | Canada | Young | 0 | <=50K |
64 | Private | 21,174 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | >50K |
33 | Private | 185,480 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
33 | Private | 222,205 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Wife | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
61 | Private | 69,867 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | Senior | 0 | >50K |
27 | Local-gov | 209,109 | Masters | 14 | Never-married | Prof-specialty | Own-child | White | Male | 0 | 0 | 35 | United-States | Young | 0 | <=50K |
30 | Private | 70,377 | HS-grad | 9 | Divorced | Prof-specialty | Own-child | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
43 | Private | 477,983 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | Black | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
35 | Private | 190,174 | Some-college | 10 | Never-married | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
25 | Private | 193,787 | Some-college | 10 | Never-married | Tech-support | Own-child | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
22 | Private | 34,918 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 15 | Germany | Young | 0 | <=50K |
34 | Private | 175,413 | Assoc-acdm | 12 | Divorced | Sales | Unmarried | Black | Female | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
60 | Private | 173,960 | Bachelors | 13 | Divorced | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 42 | United-States | Senior | 0 | <=50K |
21 | Private | 205,759 | HS-grad | 9 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
41 | Private | 220,531 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 60 | United-States | Middle-aged | 0 | >50K |
50 | Private | 176,609 | Some-college | 10 | Divorced | Other-service | Not-in-family | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
25 | Private | 371,987 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
50 | Private | 193,884 | 7th-8th | 4 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | Ecuador | Middle-aged | 0 | <=50K |
36 | Private | 200,352 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | <=50K |
31 | Private | 127,595 | HS-grad | 9 | Divorced | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
29 | Local-gov | 220,419 | Bachelors | 13 | Never-married | Protective-serv | Not-in-family | White | Male | 0 | 0 | 56 | United-States | Young | 0 | <=50K |
21 | Private | 231,931 | Some-college | 10 | Never-married | Sales | Own-child | White | Male | 0 | 0 | 45 | United-States | Young | 0 | <=50K |
27 | Private | 248,402 | Bachelors | 13 | Never-married | Tech-support | Unmarried | Black | Female | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
65 | Private | 111,095 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 16 | United-States | Senior | 0 | <=50K |
37 | Self-emp-inc | 57,424 | Bachelors | 13 | Divorced | Sales | Not-in-family | White | Female | 0 | 0 | 60 | United-States | Middle-aged | 0 | <=50K |
24 | Private | 278,130 | HS-grad | 9 | Never-married | Craft-repair | Own-child | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
38 | Private | 169,469 | HS-grad | 9 | Divorced | Sales | Not-in-family | White | Male | 0 | 0 | 80 | United-States | Middle-aged | 0 | <=50K |
21 | Private | 153,718 | Some-college | 10 | Never-married | Other-service | Not-in-family | Asian-Pac-Islander | Female | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
31 | Private | 217,460 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 45 | United-States | Middle-aged | 0 | >50K |
24 | Private | 303,296 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Wife | Asian-Pac-Islander | Female | 0 | 0 | 40 | Laos | Young | 0 | <=50K |
43 | Private | 173,321 | HS-grad | 9 | Divorced | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | <=50K |
26 | Private | 193,945 | Assoc-acdm | 12 | Never-married | Tech-support | Not-in-family | White | Male | 0 | 0 | 45 | United-States | Young | 0 | <=50K |
46 | Private | 83,082 | Assoc-acdm | 12 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 33 | United-States | Middle-aged | 0 | <=50K |
35 | Private | 193,815 | Assoc-acdm | 12 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
41 | Self-emp-inc | 34,987 | Some-college | 10 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 54 | United-States | Middle-aged | 0 | >50K |
26 | Private | 59,306 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Male | 0 | 0 | 40 | United-States | Young | 0 | <=50K |
19 | ? | 860,348 | Some-college | 10 | Never-married | ? | Own-child | Black | Female | 0 | 0 | 25 | United-States | Young | 0 | <=50K |
36 | Self-emp-not-inc | 205,607 | Bachelors | 13 | Divorced | Prof-specialty | Not-in-family | Black | Female | 0 | 0 | 40 | United-States | Middle-aged | 0 | >50K |
22 | Private | 199,698 | Some-college | 10 | Never-married | Sales | Own-child | White | Male | 0 | 0 | 15 | United-States | Young | 0 | <=50K |
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