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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
46 | Private | 85,109 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 1,628 | 40 | United-States | Middle-aged | 0 | <=50K |
39 | Federal-gov | 432,555 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | Black | Male | 0 | 1,628 | 40 | United-States | Middle-aged | 0 | <=50K |
34 | Private | 238,305 | Some-college | 10 | Married-civ-spouse | Other-service | Wife | White | Female | 0 | 1,628 | 12 | ? | Middle-aged | 0 | <=50K |
37 | Private | 282,872 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,628 | 40 | United-States | Middle-aged | 0 | <=50K |
41 | ? | 211,873 | Assoc-voc | 11 | Married-civ-spouse | ? | Wife | White | Female | 0 | 1,628 | 5 | ? | Middle-aged | 0 | <=50K |
39 | Private | 278,557 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 1,628 | 48 | United-States | Middle-aged | 0 | <=50K |
51 | Local-gov | 47,415 | Assoc-acdm | 12 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 0 | 1,628 | 30 | United-States | Middle-aged | 0 | <=50K |
42 | Private | 173,590 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 1,628 | 40 | United-States | Middle-aged | 0 | <=50K |
40 | Private | 87,771 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Wife | White | Female | 0 | 1,628 | 45 | United-States | Middle-aged | 0 | <=50K |
23 | Private | 107,801 | Some-college | 10 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 1,617 | 25 | United-States | Young | 0 | <=50K |
43 | Private | 216,042 | Some-college | 10 | Divorced | Tech-support | Own-child | White | Female | 0 | 1,617 | 72 | United-States | Middle-aged | 0 | <=50K |
55 | State-gov | 71,630 | HS-grad | 9 | Divorced | Adm-clerical | Not-in-family | White | Female | 0 | 1,617 | 40 | United-States | Middle-aged | 0 | <=50K |
56 | Private | 99,359 | HS-grad | 9 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 1,617 | 40 | United-States | Middle-aged | 0 | <=50K |
44 | Private | 344,920 | Bachelors | 13 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 1,617 | 20 | United-States | Middle-aged | 0 | <=50K |
30 | Private | 194,141 | Some-college | 10 | Divorced | Machine-op-inspct | Not-in-family | White | Male | 0 | 1,617 | 40 | United-States | Middle-aged | 0 | <=50K |
36 | Private | 206,253 | Some-college | 10 | Never-married | Other-service | Not-in-family | White | Female | 0 | 1,617 | 40 | United-States | Middle-aged | 0 | <=50K |
62 | Private | 109,463 | Some-college | 10 | Separated | Sales | Unmarried | White | Female | 0 | 1,617 | 33 | United-States | Senior | 0 | <=50K |
33 | Private | 190,772 | HS-grad | 9 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 1,617 | 40 | United-States | Middle-aged | 0 | <=50K |
19 | Private | 242,941 | Some-college | 10 | Never-married | Sales | Own-child | White | Female | 0 | 1,602 | 10 | United-States | Young | 0 | <=50K |
26 | Private | 225,279 | Some-college | 10 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 1,602 | 40 | ? | Young | 0 | <=50K |
19 | Private | 93,604 | 7th-8th | 4 | Never-married | Craft-repair | Own-child | White | Male | 0 | 1,602 | 32 | United-States | Young | 0 | <=50K |
19 | Private | 167,140 | Some-college | 10 | Never-married | Other-service | Own-child | White | Male | 0 | 1,602 | 24 | United-States | Young | 0 | <=50K |
25 | ? | 122,745 | HS-grad | 9 | Never-married | ? | Own-child | White | Male | 0 | 1,602 | 40 | United-States | Young | 0 | <=50K |
26 | Private | 303,973 | HS-grad | 9 | Never-married | Priv-house-serv | Other-relative | White | Female | 0 | 1,602 | 15 | Mexico | Young | 0 | <=50K |
22 | ? | 219,233 | HS-grad | 9 | Never-married | ? | Own-child | Black | Male | 0 | 1,602 | 30 | United-States | Young | 0 | <=50K |
19 | Private | 240,468 | Some-college | 10 | Married-spouse-absent | Sales | Own-child | White | Female | 0 | 1,602 | 40 | United-States | Young | 0 | <=50K |
32 | Private | 105,938 | HS-grad | 9 | Never-married | Machine-op-inspct | Own-child | Black | Female | 0 | 1,602 | 20 | United-States | Middle-aged | 0 | <=50K |
18 | ? | 276,864 | Some-college | 10 | Never-married | ? | Own-child | White | Female | 0 | 1,602 | 20 | United-States | Young | 0 | <=50K |
22 | Private | 215,395 | Some-college | 10 | Never-married | Other-service | Not-in-family | White | Male | 0 | 1,602 | 10 | United-States | Young | 0 | <=50K |
21 | Private | 119,309 | Some-college | 10 | Never-married | Tech-support | Own-child | White | Male | 0 | 1,602 | 16 | United-States | Young | 0 | <=50K |
20 | ? | 144,685 | Some-college | 10 | Never-married | ? | Own-child | Asian-Pac-Islander | Female | 0 | 1,602 | 40 | Taiwan | Young | 0 | <=50K |
18 | ? | 255,282 | 11th | 7 | Never-married | ? | Own-child | Black | Male | 0 | 1,602 | 48 | United-States | Young | 0 | <=50K |
25 | Private | 282,313 | 10th | 6 | Never-married | Handlers-cleaners | Own-child | Black | Male | 0 | 1,602 | 40 | United-States | Young | 0 | <=50K |
21 | Private | 180,339 | Assoc-voc | 11 | Never-married | Farming-fishing | Not-in-family | White | Female | 0 | 1,602 | 30 | United-States | Young | 0 | <=50K |
21 | State-gov | 48,121 | Some-college | 10 | Never-married | Exec-managerial | Own-child | White | Male | 0 | 1,602 | 10 | United-States | Young | 0 | <=50K |
17 | Private | 209,949 | 11th | 7 | Never-married | Sales | Own-child | White | Female | 0 | 1,602 | 12 | United-States | Young | 0 | <=50K |
57 | Private | 142,791 | 7th-8th | 4 | Widowed | Sales | Other-relative | White | Female | 0 | 1,602 | 3 | United-States | Middle-aged | 0 | <=50K |
23 | Private | 53,245 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Male | 0 | 1,602 | 12 | United-States | Young | 0 | <=50K |
30 | Private | 48,829 | HS-grad | 9 | Never-married | Sales | Not-in-family | White | Female | 0 | 1,602 | 30 | United-States | Middle-aged | 0 | <=50K |
18 | Private | 238,867 | 11th | 7 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 1,602 | 40 | United-States | Young | 0 | <=50K |
18 | ? | 214,989 | Some-college | 10 | Never-married | ? | Own-child | White | Female | 0 | 1,602 | 24 | United-States | Young | 0 | <=50K |
17 | Private | 225,106 | 10th | 6 | Never-married | Other-service | Own-child | White | Female | 0 | 1,602 | 18 | United-States | Young | 0 | <=50K |
39 | Private | 194,287 | 7th-8th | 4 | Never-married | Other-service | Own-child | White | Male | 0 | 1,602 | 35 | United-States | Middle-aged | 0 | <=50K |
18 | Private | 414,721 | 11th | 7 | Never-married | Other-service | Own-child | Black | Male | 0 | 1,602 | 23 | United-States | Young | 0 | <=50K |
19 | ? | 218,471 | HS-grad | 9 | Never-married | ? | Own-child | White | Female | 0 | 1,602 | 30 | United-States | Young | 0 | <=50K |
18 | ? | 261,276 | Some-college | 10 | Never-married | ? | Own-child | Black | Female | 0 | 1,602 | 40 | Cambodia | Young | 0 | <=50K |
17 | Local-gov | 170,916 | 10th | 6 | Never-married | Protective-serv | Own-child | White | Female | 0 | 1,602 | 40 | United-States | Young | 0 | <=50K |
21 | State-gov | 145,651 | Some-college | 10 | Never-married | Sales | Own-child | Black | Female | 0 | 1,602 | 12 | United-States | Young | 0 | <=50K |
18 | Private | 166,889 | Some-college | 10 | Never-married | Handlers-cleaners | Own-child | Black | Female | 0 | 1,602 | 35 | United-States | Young | 0 | <=50K |
19 | Private | 124,486 | 12th | 8 | Never-married | Other-service | Own-child | White | Male | 0 | 1,602 | 20 | United-States | Young | 0 | <=50K |
18 | Private | 404,868 | 11th | 7 | Never-married | Sales | Own-child | Black | Female | 0 | 1,602 | 20 | United-States | Young | 0 | <=50K |
18 | Private | 77,845 | Some-college | 10 | Never-married | Adm-clerical | Own-child | White | Male | 0 | 1,602 | 15 | United-States | Young | 0 | <=50K |
19 | ? | 278,220 | Some-college | 10 | Never-married | ? | Own-child | White | Female | 0 | 1,602 | 40 | United-States | Young | 0 | <=50K |
17 | Federal-gov | 99,893 | 11th | 7 | Never-married | Adm-clerical | Not-in-family | Black | Female | 0 | 1,602 | 40 | United-States | Young | 0 | <=50K |
17 | Private | 218,361 | 10th | 6 | Never-married | Other-service | Own-child | White | Female | 0 | 1,602 | 12 | United-States | Young | 0 | <=50K |
18 | ? | 171,964 | HS-grad | 9 | Never-married | ? | Own-child | White | Female | 0 | 1,602 | 20 | United-States | Young | 0 | <=50K |
19 | Private | 283,945 | 10th | 6 | Never-married | Handlers-cleaners | Other-relative | White | Male | 0 | 1,602 | 45 | United-States | Young | 0 | <=50K |
20 | Private | 289,405 | Some-college | 10 | Never-married | Sales | Own-child | White | Male | 0 | 1,602 | 15 | United-States | Young | 0 | <=50K |
57 | Self-emp-not-inc | 118,806 | 1st-4th | 2 | Widowed | Craft-repair | Other-relative | White | Female | 0 | 1,602 | 45 | Columbia | Middle-aged | 0 | <=50K |
17 | Private | 132,680 | 10th | 6 | Never-married | Other-service | Own-child | White | Female | 0 | 1,602 | 10 | United-States | Young | 0 | <=50K |
21 | Private | 301,408 | Some-college | 10 | Never-married | Sales | Own-child | White | Female | 0 | 1,602 | 22 | United-States | Young | 0 | <=50K |
18 | ? | 51,574 | HS-grad | 9 | Never-married | ? | Own-child | Asian-Pac-Islander | Female | 0 | 1,602 | 38 | United-States | Young | 0 | <=50K |
20 | ? | 369,678 | 12th | 8 | Never-married | ? | Not-in-family | Other | Male | 0 | 1,602 | 40 | United-States | Young | 0 | <=50K |
46 | Private | 155,933 | Bachelors | 13 | Never-married | Machine-op-inspct | Not-in-family | White | Female | 0 | 1,602 | 8 | United-States | Middle-aged | 0 | <=50K |
18 | Private | 41,381 | HS-grad | 9 | Never-married | Sales | Own-child | White | Female | 0 | 1,602 | 20 | United-States | Young | 0 | <=50K |
23 | Private | 183,327 | HS-grad | 9 | Never-married | Craft-repair | Own-child | Black | Female | 0 | 1,594 | 20 | United-States | Young | 0 | <=50K |
27 | Private | 60,374 | HS-grad | 9 | Widowed | Craft-repair | Unmarried | White | Female | 0 | 1,594 | 26 | United-States | Young | 0 | <=50K |
48 | Private | 254,809 | 10th | 6 | Divorced | Machine-op-inspct | Unmarried | White | Female | 0 | 1,594 | 32 | United-States | Middle-aged | 0 | <=50K |
46 | Private | 213,611 | 7th-8th | 4 | Married-spouse-absent | Priv-house-serv | Unmarried | White | Female | 0 | 1,594 | 24 | Guatemala | Middle-aged | 0 | <=50K |
31 | Private | 651,396 | HS-grad | 9 | Never-married | Sales | Own-child | White | Female | 0 | 1,594 | 30 | United-States | Middle-aged | 0 | <=50K |
25 | Private | 52,536 | Assoc-acdm | 12 | Divorced | Tech-support | Own-child | White | Female | 0 | 1,594 | 25 | United-States | Young | 0 | <=50K |
26 | Private | 149,734 | HS-grad | 9 | Separated | Craft-repair | Unmarried | Black | Female | 0 | 1,594 | 40 | United-States | Young | 0 | <=50K |
35 | Private | 220,943 | HS-grad | 9 | Divorced | Other-service | Unmarried | Black | Female | 0 | 1,594 | 40 | United-States | Middle-aged | 0 | <=50K |
27 | Private | 137,645 | Bachelors | 13 | Never-married | Sales | Not-in-family | Black | Female | 0 | 1,590 | 40 | United-States | Young | 0 | <=50K |
29 | Private | 149,943 | Some-college | 10 | Never-married | Other-service | Not-in-family | Other | Male | 0 | 1,590 | 40 | ? | Young | 0 | <=50K |
39 | ? | 103,986 | HS-grad | 9 | Never-married | ? | Not-in-family | White | Male | 0 | 1,590 | 40 | United-States | Middle-aged | 0 | <=50K |
42 | Private | 191,712 | Bachelors | 13 | Divorced | Sales | Not-in-family | White | Male | 0 | 1,590 | 40 | United-States | Middle-aged | 0 | <=50K |
20 | Private | 131,230 | HS-grad | 9 | Never-married | Machine-op-inspct | Own-child | White | Male | 0 | 1,590 | 40 | United-States | Young | 0 | <=50K |
32 | Private | 43,403 | Some-college | 10 | Divorced | Farming-fishing | Not-in-family | White | Female | 0 | 1,590 | 54 | United-States | Middle-aged | 0 | <=50K |
50 | Federal-gov | 176,969 | HS-grad | 9 | Divorced | Prof-specialty | Not-in-family | White | Male | 0 | 1,590 | 40 | United-States | Middle-aged | 0 | <=50K |
55 | Private | 151,474 | Bachelors | 13 | Never-married | Tech-support | Other-relative | White | Female | 0 | 1,590 | 38 | United-States | Middle-aged | 0 | <=50K |
29 | State-gov | 188,986 | Assoc-voc | 11 | Never-married | Tech-support | Not-in-family | White | Female | 0 | 1,590 | 64 | United-States | Young | 0 | <=50K |
41 | Private | 48,087 | 7th-8th | 4 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 1,590 | 40 | United-States | Middle-aged | 0 | <=50K |
25 | Private | 34,402 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 1,590 | 60 | United-States | Young | 0 | <=50K |
46 | Private | 170,850 | Bachelors | 13 | Divorced | Machine-op-inspct | Not-in-family | White | Male | 0 | 1,590 | 40 | ? | Middle-aged | 0 | <=50K |
29 | Private | 183,009 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | Other | Female | 0 | 1,590 | 40 | United-States | Young | 0 | <=50K |
23 | Private | 220,993 | HS-grad | 9 | Never-married | Sales | Not-in-family | White | Male | 0 | 1,590 | 48 | United-States | Young | 0 | <=50K |
25 | Private | 177,499 | Bachelors | 13 | Never-married | Craft-repair | Own-child | White | Male | 0 | 1,590 | 35 | United-States | Young | 0 | <=50K |
42 | Private | 37,869 | Some-college | 10 | Divorced | Machine-op-inspct | Not-in-family | White | Male | 0 | 1,590 | 40 | United-States | Middle-aged | 0 | <=50K |
41 | Self-emp-not-inc | 214,541 | HS-grad | 9 | Divorced | Transport-moving | Not-in-family | White | Male | 0 | 1,590 | 40 | United-States | Middle-aged | 0 | <=50K |
32 | Private | 290,964 | Bachelors | 13 | Never-married | Sales | Not-in-family | White | Female | 0 | 1,590 | 40 | United-States | Middle-aged | 0 | <=50K |
25 | Private | 123,095 | Some-college | 10 | Never-married | Adm-clerical | Own-child | White | Male | 0 | 1,590 | 40 | United-States | Young | 0 | <=50K |
41 | State-gov | 518,030 | Bachelors | 13 | Never-married | Protective-serv | Not-in-family | Black | Male | 0 | 1,590 | 40 | Puerto-Rico | Middle-aged | 0 | <=50K |
24 | Private | 24,243 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 1,590 | 40 | United-States | Young | 0 | <=50K |
44 | State-gov | 154,176 | Some-college | 10 | Divorced | Adm-clerical | Not-in-family | Black | Female | 0 | 1,590 | 40 | United-States | Middle-aged | 0 | <=50K |
29 | Private | 190,539 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 1,590 | 50 | United-States | Young | 0 | <=50K |
51 | Private | 348,099 | HS-grad | 9 | Never-married | Machine-op-inspct | Not-in-family | White | Female | 0 | 1,590 | 40 | United-States | Middle-aged | 0 | <=50K |
39 | Private | 382,802 | 10th | 6 | Widowed | Machine-op-inspct | Not-in-family | Black | Male | 0 | 1,590 | 40 | United-States | Middle-aged | 0 | <=50K |
28 | Self-emp-not-inc | 54,683 | Some-college | 10 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 1,590 | 40 | United-States | Young | 0 | <=50K |
48 | Private | 99,096 | Some-college | 10 | Divorced | Adm-clerical | Not-in-family | White | Female | 0 | 1,590 | 38 | United-States | Middle-aged | 0 | <=50K |
Subsets and Splits