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 | 81,132 | 5th-6th | 3 | Married-civ-spouse | Handlers-cleaners | Husband | Asian-Pac-Islander | Male | 7,298 | 0 | 40 | Philippines | Senior | 729,800,000 | >50K |
57 | Local-gov | 189,824 | Some-college | 10 | Married-civ-spouse | Handlers-cleaners | Husband | Black | Male | 7,298 | 0 | 40 | United-States | Middle-aged | 729,800,000 | >50K |
47 | Private | 168,232 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 7,298 | 0 | 40 | United-States | Middle-aged | 729,800,000 | >50K |
40 | Private | 254,478 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 7,298 | 0 | 50 | United-States | Middle-aged | 729,800,000 | >50K |
47 | Private | 334,039 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,298 | 0 | 44 | United-States | Middle-aged | 729,800,000 | >50K |
29 | Private | 112,847 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | Asian-Pac-Islander | Male | 7,298 | 0 | 32 | United-States | Young | 729,800,000 | >50K |
52 | Local-gov | 199,995 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,298 | 0 | 60 | United-States | Middle-aged | 729,800,000 | >50K |
28 | Private | 207,513 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 7,298 | 0 | 42 | United-States | Young | 729,800,000 | >50K |
30 | Private | 430,283 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 7,298 | 0 | 40 | United-States | Middle-aged | 729,800,000 | >50K |
35 | Private | 75,855 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | Black | Male | 7,298 | 0 | 40 | ? | Middle-aged | 729,800,000 | >50K |
28 | Local-gov | 33,662 | Masters | 14 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 7,298 | 0 | 40 | United-States | Young | 729,800,000 | >50K |
36 | State-gov | 179,488 | Bachelors | 13 | Married-civ-spouse | Protective-serv | Husband | White | Male | 7,298 | 0 | 55 | United-States | Middle-aged | 729,800,000 | >50K |
41 | State-gov | 106,900 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,298 | 0 | 60 | United-States | Middle-aged | 729,800,000 | >50K |
30 | Private | 176,410 | Assoc-voc | 11 | Married-civ-spouse | Prof-specialty | Own-child | White | Female | 7,298 | 0 | 16 | United-States | Middle-aged | 729,800,000 | >50K |
45 | Private | 170,871 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 7,298 | 0 | 60 | United-States | Middle-aged | 729,800,000 | >50K |
38 | Private | 59,660 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 7,298 | 0 | 40 | United-States | Middle-aged | 729,800,000 | >50K |
42 | Private | 161,510 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 7,298 | 0 | 40 | United-States | Middle-aged | 729,800,000 | >50K |
48 | Self-emp-inc | 185,041 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 7,298 | 0 | 50 | United-States | Middle-aged | 729,800,000 | >50K |
52 | Private | 200,853 | Masters | 14 | Divorced | Prof-specialty | Not-in-family | White | Female | 6,849 | 0 | 60 | United-States | Middle-aged | 684,900,000 | <=50K |
24 | Private | 180,060 | Masters | 14 | Never-married | Exec-managerial | Own-child | White | Male | 6,849 | 0 | 90 | United-States | Young | 684,900,000 | <=50K |
34 | Private | 33,945 | HS-grad | 9 | Divorced | Craft-repair | Not-in-family | White | Male | 6,849 | 0 | 55 | United-States | Middle-aged | 684,900,000 | <=50K |
29 | Private | 190,539 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Male | 6,849 | 0 | 48 | United-States | Young | 684,900,000 | <=50K |
35 | ? | 296,738 | 11th | 7 | Separated | ? | Not-in-family | White | Female | 6,849 | 0 | 60 | United-States | Middle-aged | 684,900,000 | <=50K |
25 | Private | 262,778 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Female | 6,849 | 0 | 50 | United-States | Young | 684,900,000 | <=50K |
40 | Local-gov | 24,763 | Some-college | 10 | Divorced | Transport-moving | Unmarried | White | Male | 6,849 | 0 | 40 | United-States | Middle-aged | 684,900,000 | <=50K |
28 | State-gov | 38,309 | Bachelors | 13 | Never-married | Prof-specialty | Own-child | White | Male | 6,849 | 0 | 40 | United-States | Young | 684,900,000 | <=50K |
59 | Self-emp-not-inc | 241,297 | Some-college | 10 | Widowed | Farming-fishing | Not-in-family | White | Female | 6,849 | 0 | 40 | United-States | Middle-aged | 684,900,000 | <=50K |
30 | Private | 189,620 | Some-college | 10 | Divorced | Prof-specialty | Not-in-family | White | Female | 6,849 | 0 | 40 | England | Middle-aged | 684,900,000 | <=50K |
26 | Private | 177,147 | Bachelors | 13 | Never-married | Adm-clerical | Not-in-family | White | Male | 6,849 | 0 | 65 | United-States | Young | 684,900,000 | <=50K |
53 | Private | 223,660 | HS-grad | 9 | Widowed | Machine-op-inspct | Not-in-family | White | Male | 6,849 | 0 | 40 | United-States | Middle-aged | 684,900,000 | <=50K |
40 | Private | 207,025 | HS-grad | 9 | Never-married | Adm-clerical | Not-in-family | White | Female | 6,849 | 0 | 38 | United-States | Middle-aged | 684,900,000 | <=50K |
39 | Private | 87,556 | Masters | 14 | Never-married | Prof-specialty | Not-in-family | White | Male | 6,849 | 0 | 40 | United-States | Middle-aged | 684,900,000 | <=50K |
25 | Private | 194,897 | HS-grad | 9 | Never-married | Sales | Own-child | Amer-Indian-Eskimo | Male | 6,849 | 0 | 40 | United-States | Young | 684,900,000 | <=50K |
28 | Private | 124,680 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Female | 6,849 | 0 | 60 | United-States | Young | 684,900,000 | <=50K |
35 | Private | 139,770 | HS-grad | 9 | Never-married | Adm-clerical | Own-child | White | Female | 6,849 | 0 | 40 | United-States | Middle-aged | 684,900,000 | <=50K |
47 | Private | 266,281 | 11th | 7 | Never-married | Machine-op-inspct | Unmarried | Black | Female | 6,849 | 0 | 40 | United-States | Middle-aged | 684,900,000 | <=50K |
35 | Private | 167,735 | 11th | 7 | Never-married | Craft-repair | Own-child | White | Male | 6,849 | 0 | 40 | United-States | Middle-aged | 684,900,000 | <=50K |
33 | Private | 108,328 | Some-college | 10 | Never-married | Adm-clerical | Not-in-family | White | Female | 6,849 | 0 | 50 | United-States | Middle-aged | 684,900,000 | <=50K |
39 | Private | 106,183 | HS-grad | 9 | Divorced | Other-service | Unmarried | Amer-Indian-Eskimo | Female | 6,849 | 0 | 40 | United-States | Middle-aged | 684,900,000 | <=50K |
50 | State-gov | 45,961 | Bachelors | 13 | Married-spouse-absent | Prof-specialty | Not-in-family | White | Male | 6,849 | 0 | 40 | United-States | Middle-aged | 684,900,000 | <=50K |
40 | Private | 34,113 | HS-grad | 9 | Never-married | Exec-managerial | Not-in-family | Amer-Indian-Eskimo | Male | 6,849 | 0 | 43 | United-States | Middle-aged | 684,900,000 | <=50K |
38 | Private | 234,298 | Bachelors | 13 | Divorced | Exec-managerial | Not-in-family | White | Male | 6,849 | 0 | 60 | United-States | Middle-aged | 684,900,000 | <=50K |
55 | State-gov | 294,395 | Assoc-voc | 11 | Widowed | Prof-specialty | Unmarried | White | Female | 6,849 | 0 | 40 | United-States | Middle-aged | 684,900,000 | <=50K |
30 | Self-emp-not-inc | 67,072 | Bachelors | 13 | Married-spouse-absent | Craft-repair | Not-in-family | White | Male | 6,849 | 0 | 60 | United-States | Middle-aged | 684,900,000 | <=50K |
35 | Private | 162,256 | Assoc-voc | 11 | Divorced | Adm-clerical | Not-in-family | White | Female | 6,849 | 0 | 40 | United-States | Middle-aged | 684,900,000 | <=50K |
71 | Private | 105,200 | HS-grad | 9 | Married-civ-spouse | Protective-serv | Husband | White | Male | 6,767 | 0 | 20 | United-States | Senior | 676,700,000 | <=50K |
65 | Private | 90,377 | Assoc-voc | 11 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 6,767 | 0 | 60 | United-States | Senior | 676,700,000 | <=50K |
90 | Local-gov | 153,602 | HS-grad | 9 | Married-civ-spouse | Other-service | Husband | White | Male | 6,767 | 0 | 40 | United-States | Senior | 676,700,000 | <=50K |
66 | ? | 212,759 | Bachelors | 13 | Married-civ-spouse | ? | Husband | White | Male | 6,767 | 0 | 20 | United-States | Senior | 676,700,000 | <=50K |
74 | ? | 169,303 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 6,767 | 0 | 6 | United-States | Senior | 676,700,000 | <=50K |
72 | Private | 298,070 | Assoc-voc | 11 | Separated | Other-service | Unmarried | White | Female | 6,723 | 0 | 25 | United-States | Senior | 672,300,000 | <=50K |
65 | Private | 170,939 | Bachelors | 13 | Divorced | Prof-specialty | Not-in-family | White | Male | 6,723 | 0 | 40 | United-States | Senior | 672,300,000 | <=50K |
67 | Private | 171,584 | Bachelors | 13 | Married-civ-spouse | Protective-serv | Husband | White | Male | 6,514 | 0 | 7 | United-States | Senior | 651,400,000 | >50K |
65 | State-gov | 209,280 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 6,514 | 0 | 35 | United-States | Senior | 651,400,000 | >50K |
65 | Self-emp-not-inc | 223,580 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 6,514 | 0 | 40 | United-States | Senior | 651,400,000 | >50K |
71 | ? | 144,872 | Some-college | 10 | Married-civ-spouse | ? | Husband | White | Male | 6,514 | 0 | 40 | United-States | Senior | 651,400,000 | >50K |
69 | Self-emp-inc | 107,850 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 6,514 | 0 | 40 | United-States | Senior | 651,400,000 | >50K |
57 | Private | 188,872 | 5th-6th | 3 | Divorced | Transport-moving | Unmarried | White | Male | 6,497 | 0 | 40 | United-States | Middle-aged | 649,700,000 | <=50K |
46 | Private | 182,128 | Masters | 14 | Divorced | Prof-specialty | Unmarried | White | Female | 6,497 | 0 | 50 | United-States | Middle-aged | 649,700,000 | <=50K |
45 | Local-gov | 326,064 | Some-college | 10 | Divorced | Adm-clerical | Unmarried | Black | Female | 6,497 | 0 | 35 | United-States | Middle-aged | 649,700,000 | <=50K |
36 | Federal-gov | 930,948 | Some-college | 10 | Separated | Adm-clerical | Unmarried | Black | Female | 6,497 | 0 | 56 | United-States | Middle-aged | 649,700,000 | <=50K |
35 | Private | 115,214 | HS-grad | 9 | Never-married | Machine-op-inspct | Unmarried | White | Male | 6,497 | 0 | 65 | United-States | Middle-aged | 649,700,000 | <=50K |
41 | Private | 200,671 | Bachelors | 13 | Divorced | Transport-moving | Own-child | Black | Male | 6,497 | 0 | 40 | United-States | Middle-aged | 649,700,000 | <=50K |
38 | Private | 188,503 | Some-college | 10 | Never-married | Adm-clerical | Unmarried | White | Female | 6,497 | 0 | 35 | United-States | Middle-aged | 649,700,000 | <=50K |
49 | Self-emp-inc | 26,502 | Bachelors | 13 | Divorced | Prof-specialty | Unmarried | White | Male | 6,497 | 0 | 45 | United-States | Middle-aged | 649,700,000 | <=50K |
47 | Private | 105,273 | Bachelors | 13 | Widowed | Craft-repair | Unmarried | Black | Female | 6,497 | 0 | 40 | United-States | Middle-aged | 649,700,000 | <=50K |
26 | Private | 214,413 | 11th | 7 | Never-married | Machine-op-inspct | Unmarried | White | Male | 6,497 | 0 | 48 | United-States | Young | 649,700,000 | <=50K |
46 | Private | 117,310 | Assoc-acdm | 12 | Widowed | Tech-support | Unmarried | White | Female | 6,497 | 0 | 40 | United-States | Middle-aged | 649,700,000 | <=50K |
67 | ? | 157,403 | Prof-school | 15 | Married-civ-spouse | ? | Husband | White | Male | 6,418 | 0 | 10 | United-States | Senior | 641,800,000 | >50K |
69 | Self-emp-inc | 169,717 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 6,418 | 0 | 45 | United-States | Senior | 641,800,000 | >50K |
62 | ? | 160,155 | 7th-8th | 4 | Married-civ-spouse | ? | Husband | White | Male | 6,418 | 0 | 40 | United-States | Senior | 641,800,000 | >50K |
73 | Self-emp-not-inc | 102,510 | 7th-8th | 4 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 6,418 | 0 | 99 | United-States | Senior | 641,800,000 | >50K |
62 | Private | 266,624 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 6,418 | 0 | 40 | United-States | Senior | 641,800,000 | >50K |
67 | Self-emp-not-inc | 123,393 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 6,418 | 0 | 58 | United-States | Senior | 641,800,000 | >50K |
65 | Self-emp-inc | 66,360 | 11th | 7 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 6,418 | 0 | 35 | United-States | Senior | 641,800,000 | >50K |
55 | Private | 61,708 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 6,418 | 0 | 50 | United-States | Middle-aged | 641,800,000 | >50K |
70 | Private | 187,292 | Bachelors | 13 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 6,418 | 0 | 40 | United-States | Senior | 641,800,000 | >50K |
72 | Private | 496,538 | HS-grad | 9 | Widowed | Adm-clerical | Not-in-family | White | Female | 6,360 | 0 | 40 | United-States | Senior | 636,000,000 | <=50K |
68 | Private | 50,351 | Masters | 14 | Never-married | Adm-clerical | Not-in-family | White | Female | 6,360 | 0 | 20 | United-States | Senior | 636,000,000 | <=50K |
67 | Local-gov | 191,800 | Bachelors | 13 | Divorced | Adm-clerical | Unmarried | Black | Female | 6,360 | 0 | 35 | United-States | Senior | 636,000,000 | <=50K |
71 | Private | 196,610 | 7th-8th | 4 | Widowed | Exec-managerial | Not-in-family | White | Male | 6,097 | 0 | 40 | United-States | Senior | 609,700,000 | >50K |
38 | Private | 168,407 | Some-college | 10 | Divorced | Adm-clerical | Unmarried | White | Female | 5,721 | 0 | 44 | United-States | Middle-aged | 572,100,000 | <=50K |
26 | Private | 101,812 | HS-grad | 9 | Never-married | Machine-op-inspct | Unmarried | White | Male | 5,721 | 0 | 40 | United-States | Young | 572,100,000 | <=50K |
28 | Local-gov | 127,491 | HS-grad | 9 | Separated | Adm-clerical | Not-in-family | White | Female | 5,721 | 0 | 40 | United-States | Young | 572,100,000 | <=50K |
66 | Private | 146,454 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 5,556 | 0 | 40 | United-States | Senior | 555,600,000 | >50K |
66 | Private | 142,624 | Assoc-acdm | 12 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 5,556 | 0 | 40 | Yugoslavia | Senior | 555,600,000 | >50K |
66 | Self-emp-inc | 249,043 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 5,556 | 0 | 26 | United-States | Senior | 555,600,000 | >50K |
65 | Private | 344,152 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 5,556 | 0 | 50 | United-States | Senior | 555,600,000 | >50K |
65 | ? | 115,513 | Bachelors | 13 | Married-civ-spouse | ? | Husband | White | Male | 5,556 | 0 | 48 | United-States | Senior | 555,600,000 | >50K |
45 | Private | 189,890 | Assoc-acdm | 12 | Divorced | Prof-specialty | Unmarried | White | Female | 5,455 | 0 | 38 | United-States | Middle-aged | 545,500,000 | <=50K |
42 | Private | 129,684 | HS-grad | 9 | Divorced | Exec-managerial | Not-in-family | Black | Female | 5,455 | 0 | 50 | United-States | Middle-aged | 545,500,000 | <=50K |
39 | Private | 114,678 | HS-grad | 9 | Divorced | Other-service | Unmarried | Black | Female | 5,455 | 0 | 40 | United-States | Middle-aged | 545,500,000 | <=50K |
47 | Local-gov | 247,676 | Masters | 14 | Divorced | Prof-specialty | Unmarried | White | Female | 5,455 | 0 | 45 | United-States | Middle-aged | 545,500,000 | <=50K |
36 | State-gov | 108,320 | Masters | 14 | Divorced | Prof-specialty | Unmarried | White | Male | 5,455 | 0 | 30 | United-States | Middle-aged | 545,500,000 | <=50K |
39 | Federal-gov | 193,583 | Bachelors | 13 | Divorced | Prof-specialty | Unmarried | White | Female | 5,455 | 0 | 60 | United-States | Middle-aged | 545,500,000 | <=50K |
43 | Self-emp-inc | 247,981 | HS-grad | 9 | Divorced | Craft-repair | Unmarried | White | Male | 5,455 | 0 | 50 | United-States | Middle-aged | 545,500,000 | <=50K |
45 | Private | 474,617 | HS-grad | 9 | Divorced | Sales | Unmarried | Black | Male | 5,455 | 0 | 40 | United-States | Middle-aged | 545,500,000 | <=50K |
37 | State-gov | 252,939 | Assoc-voc | 11 | Never-married | Prof-specialty | Unmarried | Black | Female | 5,455 | 0 | 40 | United-States | Middle-aged | 545,500,000 | <=50K |
40 | Local-gov | 105,862 | Bachelors | 13 | Divorced | Prof-specialty | Unmarried | White | Female | 5,455 | 0 | 40 | United-States | Middle-aged | 545,500,000 | <=50K |
60 | Local-gov | 48,788 | Bachelors | 13 | Separated | Prof-specialty | Unmarried | White | Female | 5,455 | 0 | 55 | United-States | Senior | 545,500,000 | <=50K |
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