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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
36 | Private | 32,709 | Some-college | 10 | Divorced | Sales | Not-in-family | White | Female | 3,325 | 0 | 45 | United-States | Middle-aged | 332,500,000 | <=50K |
25 | Private | 247,025 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Male | 3,325 | 0 | 48 | United-States | Young | 332,500,000 | <=50K |
25 | Private | 361,493 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Male | 3,325 | 0 | 40 | United-States | Young | 332,500,000 | <=50K |
25 | Private | 167,835 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Female | 3,325 | 0 | 40 | United-States | Young | 332,500,000 | <=50K |
27 | Local-gov | 66,824 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | Amer-Indian-Eskimo | Female | 3,325 | 0 | 43 | United-States | Young | 332,500,000 | <=50K |
27 | Private | 287,476 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | Black | Male | 3,325 | 0 | 40 | United-States | Young | 332,500,000 | <=50K |
26 | Private | 108,019 | HS-grad | 9 | Never-married | Craft-repair | Own-child | White | Male | 3,325 | 0 | 40 | United-States | Young | 332,500,000 | <=50K |
48 | Self-emp-not-inc | 108,557 | Some-college | 10 | Divorced | Sales | Not-in-family | White | Female | 3,325 | 0 | 60 | United-States | Middle-aged | 332,500,000 | <=50K |
46 | Self-emp-inc | 256,909 | HS-grad | 9 | Married-spouse-absent | Farming-fishing | Not-in-family | White | Male | 3,325 | 0 | 45 | United-States | Middle-aged | 332,500,000 | <=50K |
44 | Self-emp-not-inc | 185,057 | Bachelors | 13 | Divorced | Exec-managerial | Not-in-family | White | Female | 3,325 | 0 | 40 | United-States | Middle-aged | 332,500,000 | <=50K |
30 | Private | 195,576 | Some-college | 10 | Never-married | Prof-specialty | Own-child | White | Male | 3,325 | 0 | 50 | United-States | Middle-aged | 332,500,000 | <=50K |
23 | Private | 91,733 | Bachelors | 13 | Never-married | Tech-support | Own-child | White | Female | 3,325 | 0 | 40 | United-States | Young | 332,500,000 | <=50K |
46 | Private | 65,353 | Some-college | 10 | Divorced | Transport-moving | Own-child | White | Male | 3,325 | 0 | 55 | United-States | Middle-aged | 332,500,000 | <=50K |
29 | Private | 114,158 | Bachelors | 13 | Never-married | Exec-managerial | Own-child | White | Female | 3,325 | 0 | 10 | United-States | Young | 332,500,000 | <=50K |
42 | Local-gov | 246,862 | Some-college | 10 | Divorced | Tech-support | Not-in-family | White | Female | 3,325 | 0 | 40 | United-States | Middle-aged | 332,500,000 | <=50K |
41 | Private | 320,744 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | White | Male | 3,325 | 0 | 50 | United-States | Middle-aged | 332,500,000 | <=50K |
52 | Private | 114,228 | HS-grad | 9 | Divorced | Craft-repair | Not-in-family | White | Male | 3,325 | 0 | 40 | United-States | Middle-aged | 332,500,000 | <=50K |
46 | State-gov | 327,786 | Assoc-voc | 11 | Divorced | Tech-support | Not-in-family | White | Female | 3,325 | 0 | 42 | United-States | Middle-aged | 332,500,000 | <=50K |
59 | Private | 152,968 | Some-college | 10 | Separated | Adm-clerical | Other-relative | White | Male | 3,325 | 0 | 40 | United-States | Middle-aged | 332,500,000 | <=50K |
67 | Self-emp-not-inc | 116,057 | HS-grad | 9 | Divorced | Exec-managerial | Not-in-family | White | Female | 3,273 | 0 | 16 | United-States | Senior | 327,300,000 | <=50K |
66 | Federal-gov | 38,621 | Assoc-voc | 11 | Widowed | Other-service | Unmarried | Black | Female | 3,273 | 0 | 40 | United-States | Senior | 327,300,000 | <=50K |
66 | Local-gov | 376,506 | Doctorate | 16 | Divorced | Prof-specialty | Not-in-family | White | Female | 3,273 | 0 | 40 | United-States | Senior | 327,300,000 | <=50K |
73 | Federal-gov | 127,858 | Some-college | 10 | Widowed | Tech-support | Not-in-family | White | Female | 3,273 | 0 | 40 | United-States | Senior | 327,300,000 | <=50K |
68 | Private | 191,581 | Masters | 14 | Never-married | Prof-specialty | Not-in-family | White | Female | 3,273 | 0 | 40 | United-States | Senior | 327,300,000 | <=50K |
69 | Self-emp-not-inc | 92,472 | 10th | 6 | Married-spouse-absent | Farming-fishing | Not-in-family | White | Male | 3,273 | 0 | 45 | United-States | Senior | 327,300,000 | <=50K |
54 | Private | 183,611 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 3,137 | 0 | 50 | United-States | Middle-aged | 313,700,000 | <=50K |
31 | Private | 247,328 | 9th | 5 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 3,137 | 0 | 40 | Mexico | Middle-aged | 313,700,000 | <=50K |
45 | Self-emp-not-inc | 239,093 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | Amer-Indian-Eskimo | Male | 3,137 | 0 | 40 | United-States | Middle-aged | 313,700,000 | <=50K |
38 | Private | 170,020 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 3,137 | 0 | 45 | United-States | Middle-aged | 313,700,000 | <=50K |
37 | Private | 195,148 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Own-child | White | Male | 3,137 | 0 | 40 | United-States | Middle-aged | 313,700,000 | <=50K |
41 | Private | 282,948 | Some-college | 10 | Married-civ-spouse | Tech-support | Husband | Black | Male | 3,137 | 0 | 40 | United-States | Middle-aged | 313,700,000 | <=50K |
37 | Self-emp-not-inc | 73,199 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | Asian-Pac-Islander | Male | 3,137 | 0 | 77 | Vietnam | Middle-aged | 313,700,000 | <=50K |
64 | Local-gov | 202,984 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,137 | 0 | 40 | United-States | Senior | 313,700,000 | <=50K |
47 | Local-gov | 80,282 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 3,137 | 0 | 40 | United-States | Middle-aged | 313,700,000 | <=50K |
29 | Private | 183,627 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 3,137 | 0 | 48 | Ireland | Young | 313,700,000 | <=50K |
57 | Self-emp-not-inc | 57,071 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,137 | 0 | 40 | United-States | Middle-aged | 313,700,000 | <=50K |
25 | Private | 335,005 | Some-college | 10 | Married-civ-spouse | Protective-serv | Husband | White | Male | 3,137 | 0 | 40 | United-States | Young | 313,700,000 | <=50K |
51 | Self-emp-not-inc | 118,259 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,137 | 0 | 60 | United-States | Middle-aged | 313,700,000 | <=50K |
28 | Private | 66,777 | Assoc-voc | 11 | Married-civ-spouse | Other-service | Other-relative | White | Female | 3,137 | 0 | 40 | United-States | Young | 313,700,000 | <=50K |
45 | Private | 273,194 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | Black | Male | 3,137 | 0 | 35 | United-States | Middle-aged | 313,700,000 | <=50K |
37 | Private | 78,928 | 9th | 5 | Married-civ-spouse | Other-service | Husband | White | Male | 3,137 | 0 | 40 | United-States | Middle-aged | 313,700,000 | <=50K |
44 | Private | 889,965 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Wife | White | Female | 3,137 | 0 | 30 | United-States | Middle-aged | 313,700,000 | <=50K |
39 | Private | 258,276 | Bachelors | 13 | Married-civ-spouse | Tech-support | Husband | Asian-Pac-Islander | Male | 3,137 | 0 | 40 | ? | Middle-aged | 313,700,000 | <=50K |
53 | Private | 150,980 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 3,137 | 0 | 40 | United-States | Middle-aged | 313,700,000 | <=50K |
44 | Self-emp-not-inc | 194,636 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,137 | 0 | 50 | United-States | Middle-aged | 313,700,000 | <=50K |
50 | Private | 266,945 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Wife | White | Female | 3,137 | 0 | 40 | El-Salvador | Middle-aged | 313,700,000 | <=50K |
50 | Private | 160,572 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 3,137 | 0 | 47 | United-States | Middle-aged | 313,700,000 | <=50K |
51 | Private | 282,549 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | Black | Male | 3,137 | 0 | 40 | United-States | Middle-aged | 313,700,000 | <=50K |
60 | Private | 121,319 | 7th-8th | 4 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 3,137 | 0 | 40 | Poland | Senior | 313,700,000 | <=50K |
35 | Private | 180,686 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,137 | 0 | 40 | United-States | Middle-aged | 313,700,000 | <=50K |
40 | Local-gov | 153,489 | HS-grad | 9 | Married-civ-spouse | Other-service | Other-relative | White | Male | 3,137 | 0 | 40 | United-States | Middle-aged | 313,700,000 | <=50K |
42 | Private | 125,280 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,137 | 0 | 40 | United-States | Middle-aged | 313,700,000 | <=50K |
37 | Self-emp-not-inc | 183,735 | HS-grad | 9 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 3,137 | 0 | 30 | United-States | Middle-aged | 313,700,000 | <=50K |
60 | Self-emp-not-inc | 95,445 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 3,137 | 0 | 46 | United-States | Senior | 313,700,000 | <=50K |
31 | Self-emp-not-inc | 265,807 | Assoc-voc | 11 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,137 | 0 | 50 | United-States | Middle-aged | 313,700,000 | <=50K |
52 | Local-gov | 30,118 | Some-college | 10 | Married-civ-spouse | Protective-serv | Husband | White | Male | 3,137 | 0 | 42 | United-States | Middle-aged | 313,700,000 | <=50K |
36 | Self-emp-not-inc | 179,896 | HS-grad | 9 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 3,137 | 0 | 40 | United-States | Middle-aged | 313,700,000 | <=50K |
36 | Private | 245,090 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,137 | 0 | 50 | El-Salvador | Middle-aged | 313,700,000 | <=50K |
38 | Self-emp-not-inc | 245,372 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 3,137 | 0 | 50 | United-States | Middle-aged | 313,700,000 | <=50K |
30 | Self-emp-not-inc | 113,838 | Assoc-voc | 11 | Married-civ-spouse | Sales | Husband | White | Male | 3,137 | 0 | 60 | Germany | Middle-aged | 313,700,000 | <=50K |
31 | Private | 109,055 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 3,137 | 0 | 45 | United-States | Middle-aged | 313,700,000 | <=50K |
46 | Self-emp-not-inc | 101,722 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,137 | 0 | 40 | United-States | Middle-aged | 313,700,000 | <=50K |
33 | Private | 169,879 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 3,103 | 0 | 47 | United-States | Middle-aged | 310,300,000 | >50K |
37 | Private | 186,934 | 11th | 7 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 3,103 | 0 | 44 | United-States | Middle-aged | 310,300,000 | >50K |
50 | Private | 767,403 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
41 | Private | 118,212 | Bachelors | 13 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
26 | Private | 167,350 | Some-college | 10 | Married-civ-spouse | Tech-support | Husband | White | Male | 3,103 | 0 | 40 | United-States | Young | 310,300,000 | >50K |
51 | Private | 120,173 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,103 | 0 | 50 | United-States | Middle-aged | 310,300,000 | >50K |
33 | Private | 155,343 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
36 | Private | 24,106 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
39 | Private | 127,772 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 3,103 | 0 | 44 | United-States | Middle-aged | 310,300,000 | >50K |
51 | Private | 237,735 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
36 | Private | 131,239 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 3,103 | 0 | 45 | United-States | Middle-aged | 310,300,000 | >50K |
48 | Private | 235,646 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
32 | Private | 34,104 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,103 | 0 | 55 | United-States | Middle-aged | 310,300,000 | >50K |
50 | Private | 71,417 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
50 | Private | 69,345 | Assoc-voc | 11 | Married-civ-spouse | Transport-moving | Husband | White | Male | 3,103 | 0 | 55 | United-States | Middle-aged | 310,300,000 | >50K |
41 | Self-emp-not-inc | 120,539 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
52 | Private | 99,307 | Assoc-acdm | 12 | Married-civ-spouse | Sales | Husband | White | Male | 3,103 | 0 | 48 | United-States | Middle-aged | 310,300,000 | >50K |
44 | Private | 152,629 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
56 | Private | 176,118 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
37 | Self-emp-inc | 39,089 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,103 | 0 | 50 | United-States | Middle-aged | 310,300,000 | >50K |
35 | Self-emp-not-inc | 181,705 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
34 | ? | 353,881 | Assoc-voc | 11 | Married-civ-spouse | ? | Husband | White | Male | 3,103 | 0 | 60 | United-States | Middle-aged | 310,300,000 | >50K |
62 | Private | 121,319 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 3,103 | 0 | 40 | United-States | Senior | 310,300,000 | >50K |
43 | Private | 115,323 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
28 | Private | 215,955 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,103 | 0 | 40 | United-States | Young | 310,300,000 | >50K |
43 | Private | 99,212 | Assoc-voc | 11 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,103 | 0 | 48 | United-States | Middle-aged | 310,300,000 | >50K |
57 | Private | 298,507 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
47 | Private | 340,982 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | Asian-Pac-Islander | Male | 3,103 | 0 | 40 | Philippines | Middle-aged | 310,300,000 | >50K |
50 | Private | 158,294 | Assoc-voc | 11 | Married-civ-spouse | Tech-support | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
33 | Self-emp-not-inc | 58,702 | Assoc-voc | 11 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 3,103 | 0 | 50 | United-States | Middle-aged | 310,300,000 | >50K |
54 | Private | 139,703 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,103 | 0 | 40 | Germany | Middle-aged | 310,300,000 | >50K |
47 | Private | 33,710 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,103 | 0 | 60 | United-States | Middle-aged | 310,300,000 | >50K |
33 | Private | 150,570 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 3,103 | 0 | 43 | United-States | Middle-aged | 310,300,000 | >50K |
52 | Private | 229,983 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 3,103 | 0 | 30 | United-States | Middle-aged | 310,300,000 | >50K |
39 | Private | 306,646 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 3,103 | 0 | 50 | United-States | Middle-aged | 310,300,000 | >50K |
55 | Private | 105,582 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 3,103 | 0 | 40 | United-States | Middle-aged | 310,300,000 | >50K |
57 | Private | 211,804 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 3,103 | 0 | 50 | United-States | Middle-aged | 310,300,000 | >50K |
40 | Private | 220,977 | Doctorate | 16 | Married-civ-spouse | Exec-managerial | Husband | Asian-Pac-Islander | Male | 3,103 | 0 | 40 | India | Middle-aged | 310,300,000 | >50K |
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