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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38 | Private | 103,323 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
34 | Private | 24,266 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
34 | Private | 167,497 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
56 | Federal-gov | 156,229 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
38 | Private | 276,559 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 70 | United-States | Middle-aged | 768,800,000 | >50K |
35 | Private | 86,648 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
43 | Private | 75,993 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
50 | Self-emp-not-inc | 27,539 | Some-college | 10 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
35 | Private | 253,006 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 38 | United-States | Middle-aged | 768,800,000 | >50K |
61 | Private | 159,822 | 7th-8th | 4 | Married-civ-spouse | Craft-repair | Husband | White | Male | 7,688 | 0 | 40 | Poland | Senior | 768,800,000 | >50K |
45 | Self-emp-not-inc | 315,984 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
36 | Private | 223,433 | Masters | 14 | Married-civ-spouse | Sales | Husband | White | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
40 | Private | 121,874 | Assoc-acdm | 12 | Married-civ-spouse | Sales | Husband | White | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
49 | Local-gov | 119,904 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 7,688 | 0 | 30 | United-States | Middle-aged | 768,800,000 | >50K |
36 | Private | 262,688 | Some-college | 10 | Married-civ-spouse | Sales | Husband | Black | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
52 | Private | 102,828 | HS-grad | 9 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
53 | Private | 126,592 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | Black | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
29 | Private | 191,722 | Some-college | 10 | Married-civ-spouse | Protective-serv | Husband | White | Male | 7,688 | 0 | 54 | United-States | Young | 768,800,000 | >50K |
56 | Private | 109,015 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
41 | Private | 100,451 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 7,688 | 0 | 38 | United-States | Middle-aged | 768,800,000 | >50K |
30 | Private | 159,589 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
58 | Private | 172,333 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
45 | Self-emp-inc | 180,239 | Prof-school | 15 | Married-civ-spouse | Exec-managerial | Husband | Asian-Pac-Islander | Male | 7,688 | 0 | 40 | ? | Middle-aged | 768,800,000 | >50K |
52 | Self-emp-not-inc | 138,611 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 7,688 | 0 | 55 | United-States | Middle-aged | 768,800,000 | >50K |
42 | Private | 154,076 | HS-grad | 9 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
38 | Private | 245,372 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 45 | United-States | Middle-aged | 768,800,000 | >50K |
30 | Self-emp-inc | 77,689 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
50 | Private | 22,211 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
54 | Private | 215,990 | Some-college | 10 | Married-civ-spouse | Tech-support | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
48 | Federal-gov | 166,634 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
54 | Self-emp-inc | 223,752 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 40 | ? | Middle-aged | 768,800,000 | >50K |
46 | Private | 52,291 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 45 | United-States | Middle-aged | 768,800,000 | >50K |
42 | Private | 261,929 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
63 | Self-emp-not-inc | 29,859 | 7th-8th | 4 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 7,688 | 0 | 60 | United-States | Senior | 768,800,000 | >50K |
51 | Private | 154,342 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 45 | United-States | Middle-aged | 768,800,000 | >50K |
39 | Federal-gov | 363,630 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | Black | Male | 7,688 | 0 | 52 | United-States | Middle-aged | 768,800,000 | >50K |
29 | Local-gov | 115,305 | Assoc-voc | 11 | Married-civ-spouse | Protective-serv | Husband | White | Male | 7,688 | 0 | 40 | United-States | Young | 768,800,000 | >50K |
35 | Private | 64,922 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
41 | Self-emp-inc | 177,905 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 70 | United-States | Middle-aged | 768,800,000 | >50K |
38 | Private | 478,346 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
39 | Private | 176,335 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 65 | United-States | Middle-aged | 768,800,000 | >50K |
40 | Federal-gov | 330,174 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
44 | Private | 242,521 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 7,688 | 0 | 50 | United-States | Middle-aged | 768,800,000 | >50K |
38 | State-gov | 125,499 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | Asian-Pac-Islander | Male | 7,688 | 0 | 60 | India | Middle-aged | 768,800,000 | >50K |
47 | Private | 252,079 | Bachelors | 13 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 7,688 | 0 | 44 | United-States | Middle-aged | 768,800,000 | >50K |
37 | Private | 103,986 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 39 | United-States | Middle-aged | 768,800,000 | >50K |
39 | Private | 198,841 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 45 | United-States | Middle-aged | 768,800,000 | >50K |
28 | Local-gov | 229,223 | Assoc-voc | 11 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 7,688 | 0 | 36 | United-States | Young | 768,800,000 | >50K |
33 | Private | 133,503 | HS-grad | 9 | Married-civ-spouse | Protective-serv | Husband | White | Male | 7,688 | 0 | 48 | United-States | Middle-aged | 768,800,000 | >50K |
42 | Private | 24,982 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
32 | Self-emp-not-inc | 112,115 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
34 | Self-emp-inc | 343,789 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 55 | United-States | Middle-aged | 768,800,000 | >50K |
58 | Local-gov | 311,409 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | Black | Male | 7,688 | 0 | 30 | United-States | Middle-aged | 768,800,000 | >50K |
42 | Private | 402,367 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | Black | Male | 7,688 | 0 | 45 | United-States | Middle-aged | 768,800,000 | >50K |
39 | Private | 358,753 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 7,688 | 0 | 40 | United-States | Middle-aged | 768,800,000 | >50K |
31 | Federal-gov | 130,057 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 60 | United-States | Middle-aged | 768,800,000 | >50K |
40 | Private | 177,905 | Assoc-voc | 11 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,688 | 0 | 44 | United-States | Middle-aged | 768,800,000 | >50K |
35 | Private | 91,839 | Bachelors | 13 | Married-civ-spouse | Other-service | Husband | Amer-Indian-Eskimo | Male | 7,688 | 0 | 20 | United-States | Middle-aged | 768,800,000 | >50K |
34 | Private | 212,064 | HS-grad | 9 | Separated | Adm-clerical | Unmarried | White | Female | 7,443 | 0 | 35 | United-States | Middle-aged | 744,300,000 | <=50K |
38 | Private | 22,494 | Some-college | 10 | Divorced | Adm-clerical | Not-in-family | White | Female | 7,443 | 0 | 40 | United-States | Middle-aged | 744,300,000 | <=50K |
41 | Private | 24,763 | HS-grad | 9 | Divorced | Transport-moving | Unmarried | White | Male | 7,443 | 0 | 40 | United-States | Middle-aged | 744,300,000 | <=50K |
35 | Private | 316,141 | Some-college | 10 | Divorced | Prof-specialty | Unmarried | White | Female | 7,443 | 0 | 40 | United-States | Middle-aged | 744,300,000 | <=50K |
34 | Private | 213,307 | HS-grad | 9 | Never-married | Handlers-cleaners | Unmarried | White | Female | 7,443 | 0 | 35 | United-States | Middle-aged | 744,300,000 | <=50K |
37 | Private | 234,807 | Bachelors | 13 | Divorced | Exec-managerial | Unmarried | White | Female | 7,430 | 0 | 45 | United-States | Middle-aged | 743,000,000 | >50K |
42 | Local-gov | 195,124 | 11th | 7 | Divorced | Sales | Unmarried | White | Male | 7,430 | 0 | 50 | Puerto-Rico | Middle-aged | 743,000,000 | >50K |
35 | Private | 275,364 | Bachelors | 13 | Divorced | Tech-support | Unmarried | White | Male | 7,430 | 0 | 40 | Germany | Middle-aged | 743,000,000 | >50K |
41 | Local-gov | 112,763 | Masters | 14 | Divorced | Prof-specialty | Unmarried | White | Female | 7,430 | 0 | 36 | United-States | Middle-aged | 743,000,000 | >50K |
49 | State-gov | 185,800 | Masters | 14 | Divorced | Prof-specialty | Unmarried | Black | Female | 7,430 | 0 | 40 | United-States | Middle-aged | 743,000,000 | >50K |
41 | Private | 529,216 | Bachelors | 13 | Divorced | Tech-support | Unmarried | Black | Male | 7,430 | 0 | 45 | ? | Middle-aged | 743,000,000 | >50K |
45 | Private | 187,370 | Masters | 14 | Divorced | Exec-managerial | Unmarried | White | Male | 7,430 | 0 | 70 | United-States | Middle-aged | 743,000,000 | >50K |
42 | Self-emp-not-inc | 199,143 | Prof-school | 15 | Divorced | Prof-specialty | Unmarried | White | Female | 7,430 | 0 | 44 | United-States | Middle-aged | 743,000,000 | >50K |
42 | Self-emp-not-inc | 32,546 | Prof-school | 15 | Divorced | Prof-specialty | Unmarried | White | Male | 7,430 | 0 | 40 | United-States | Middle-aged | 743,000,000 | >50K |
35 | Private | 138,992 | Masters | 14 | Married-civ-spouse | Prof-specialty | Other-relative | White | Male | 7,298 | 0 | 40 | United-States | Middle-aged | 729,800,000 | >50K |
36 | Private | 128,757 | Bachelors | 13 | Married-civ-spouse | Other-service | Husband | Black | Male | 7,298 | 0 | 36 | United-States | Middle-aged | 729,800,000 | >50K |
44 | Private | 170,924 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 7,298 | 0 | 40 | United-States | Middle-aged | 729,800,000 | >50K |
24 | Private | 279,472 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Wife | White | Female | 7,298 | 0 | 48 | United-States | Young | 729,800,000 | >50K |
34 | Private | 142,897 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | Asian-Pac-Islander | Male | 7,298 | 0 | 35 | Taiwan | Middle-aged | 729,800,000 | >50K |
38 | Private | 296,478 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 7,298 | 0 | 40 | United-States | Middle-aged | 729,800,000 | >50K |
36 | State-gov | 119,272 | HS-grad | 9 | Married-civ-spouse | Protective-serv | Husband | White | Male | 7,298 | 0 | 40 | United-States | Middle-aged | 729,800,000 | >50K |
42 | Private | 162,140 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,298 | 0 | 45 | United-States | Middle-aged | 729,800,000 | >50K |
30 | Private | 296,453 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 7,298 | 0 | 40 | United-States | Middle-aged | 729,800,000 | >50K |
42 | Private | 150,533 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,298 | 0 | 52 | United-States | Middle-aged | 729,800,000 | >50K |
50 | Self-emp-inc | 293,196 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,298 | 0 | 40 | United-States | Middle-aged | 729,800,000 | >50K |
35 | Private | 119,098 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,298 | 0 | 40 | United-States | Middle-aged | 729,800,000 | >50K |
40 | Private | 228,535 | Assoc-acdm | 12 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 7,298 | 0 | 36 | United-States | Middle-aged | 729,800,000 | >50K |
38 | Private | 31,033 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 7,298 | 0 | 40 | United-States | Middle-aged | 729,800,000 | >50K |
35 | Private | 183,898 | Assoc-voc | 11 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,298 | 0 | 50 | United-States | Middle-aged | 729,800,000 | >50K |
41 | Private | 220,132 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,298 | 0 | 40 | United-States | Middle-aged | 729,800,000 | >50K |
29 | Private | 241,431 | Masters | 14 | Married-civ-spouse | Sales | Husband | White | Male | 7,298 | 0 | 40 | United-States | Young | 729,800,000 | >50K |
36 | Private | 183,892 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 7,298 | 0 | 44 | United-States | Middle-aged | 729,800,000 | >50K |
60 | Private | 240,521 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 7,298 | 0 | 40 | United-States | Senior | 729,800,000 | >50K |
50 | Private | 88,842 | Bachelors | 13 | Married-civ-spouse | Transport-moving | Husband | White | Male | 7,298 | 0 | 40 | United-States | Middle-aged | 729,800,000 | >50K |
41 | Private | 168,071 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,298 | 0 | 50 | United-States | Middle-aged | 729,800,000 | >50K |
52 | Federal-gov | 30,731 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 7,298 | 0 | 40 | United-States | Middle-aged | 729,800,000 | >50K |
37 | Private | 93,717 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 7,298 | 0 | 45 | United-States | Middle-aged | 729,800,000 | >50K |
39 | Private | 188,391 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 7,298 | 0 | 50 | United-States | Middle-aged | 729,800,000 | >50K |
33 | Private | 220,939 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 7,298 | 0 | 45 | United-States | Middle-aged | 729,800,000 | >50K |
34 | Private | 340,940 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 7,298 | 0 | 60 | United-States | Middle-aged | 729,800,000 | >50K |
31 | Private | 203,488 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 7,298 | 0 | 50 | United-States | Middle-aged | 729,800,000 | >50K |
59 | Private | 146,391 | Assoc-voc | 11 | Married-civ-spouse | Tech-support | Husband | White | Male | 7,298 | 0 | 40 | United-States | Middle-aged | 729,800,000 | >50K |
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