pipeline
Collection
6 items • Updated
age int64 17 90 | fnlwgt int64 18.8k 1.48M | education-num int64 1 16 | capital-gain int64 0 100k | capital-loss int64 0 4.36k | hours-per-week int64 1 99 | workclass stringclasses 8
values | education stringclasses 16
values | marital-status stringclasses 7
values | occupation stringclasses 14
values | relationship stringclasses 6
values | race stringclasses 5
values | sex stringclasses 2
values | native-country stringclasses 41
values | target stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32 | 228,265 | 9 | 0 | 0 | 30 | Private | HS-grad | Never-married | Handlers-cleaners | Own-child | White | Female | United-States | 0 |
21 | 89,154 | 7 | 0 | 0 | 42 | Private | 11th | Never-married | Other-service | Own-child | White | Male | El-Salvador | 0 |
33 | 43,716 | 10 | 0 | 0 | 4 | State-gov | Some-college | Married-civ-spouse | Craft-repair | Husband | White | Male | United-States | 0 |
43 | 81,243 | 13 | 0 | 1,876 | 40 | Private | Bachelors | Divorced | Tech-support | Not-in-family | White | Male | United-States | 0 |
50 | 155,574 | 14 | 7,298 | 0 | 50 | Self-emp-inc | Masters | Married-civ-spouse | Prof-specialty | Husband | White | Male | United-States | 1 |
17 | 308,901 | 7 | 0 | 0 | 15 | Local-gov | 11th | Never-married | Adm-clerical | Own-child | White | Female | United-States | 0 |
30 | 375,827 | 9 | 0 | 0 | 40 | Private | HS-grad | Never-married | Handlers-cleaners | Other-relative | White | Male | United-States | 0 |
64 | 63,676 | 6 | 0 | 0 | 40 | Private | 10th | Married-civ-spouse | Other-service | Husband | Black | Male | United-States | 0 |
25 | 221,757 | 9 | 3,325 | 0 | 45 | Private | HS-grad | Divorced | Craft-repair | Not-in-family | White | Male | United-States | 0 |
41 | 204,046 | 9 | 0 | 0 | 40 | Private | HS-grad | Married-civ-spouse | Craft-repair | Husband | White | Male | United-States | 0 |
42 | 195,124 | 7 | 7,430 | 0 | 50 | Local-gov | 11th | Divorced | Sales | Unmarried | White | Male | Puerto-Rico | 1 |
45 | 98,475 | 13 | 0 | 0 | 45 | Private | Bachelors | Divorced | Exec-managerial | Not-in-family | White | Male | United-States | 0 |
36 | 184,498 | 7 | 0 | 0 | 40 | Private | 11th | Married-civ-spouse | Craft-repair | Husband | White | Male | United-States | 0 |
68 | 202,699 | 14 | 0 | 2,377 | 42 | State-gov | Masters | Married-civ-spouse | Prof-specialty | Husband | White | Male | null | 1 |
44 | 182,771 | 13 | 0 | 0 | 48 | Self-emp-not-inc | Bachelors | Married-civ-spouse | Exec-managerial | Husband | Asian-Pac-Islander | Male | South | 1 |
34 | 192,002 | 14 | 0 | 0 | 55 | Private | Masters | Married-civ-spouse | Prof-specialty | Husband | White | Male | United-States | 1 |
25 | 220,220 | 7 | 0 | 0 | 45 | Private | 11th | Never-married | Handlers-cleaners | Own-child | White | Male | United-States | 0 |
44 | 249,332 | 9 | 0 | 0 | 40 | Private | HS-grad | Married-civ-spouse | Transport-moving | Husband | White | Male | Ecuador | 0 |
35 | 190,174 | 10 | 0 | 0 | 40 | Private | Some-college | Never-married | Exec-managerial | Not-in-family | White | Female | United-States | 0 |
26 | 158,810 | 13 | 0 | 0 | 70 | Private | Bachelors | Never-married | Prof-specialty | Not-in-family | White | Male | United-States | 0 |
60 | 33,266 | 9 | 0 | 0 | 40 | Private | HS-grad | Married-civ-spouse | Protective-serv | Husband | White | Male | United-States | 0 |
29 | 106,334 | 14 | 0 | 0 | 40 | State-gov | Masters | Never-married | Exec-managerial | Not-in-family | White | Male | null | 0 |
34 | 532,379 | 10 | 0 | 0 | 40 | Private | Some-college | Married-civ-spouse | Craft-repair | Husband | White | Male | United-States | 0 |
47 | 74,305 | 13 | 0 | 0 | 40 | Private | Bachelors | Divorced | Craft-repair | Not-in-family | White | Male | United-States | 0 |
20 | 55,465 | 9 | 0 | 0 | 35 | Private | HS-grad | Never-married | Other-service | Own-child | White | Male | United-States | 0 |
30 | 106,742 | 8 | 0 | 0 | 75 | Self-emp-not-inc | 12th | Married-civ-spouse | Transport-moving | Husband | White | Male | United-States | 0 |
30 | 168,443 | 9 | 0 | 0 | 30 | Private | HS-grad | Separated | Other-service | Unmarried | White | Female | United-States | 0 |
31 | 247,328 | 5 | 3,137 | 0 | 40 | Private | 9th | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | Mexico | 0 |
28 | 185,127 | 10 | 0 | 0 | 54 | Private | Some-college | Never-married | Tech-support | Not-in-family | White | Male | United-States | 0 |
43 | 191,547 | 9 | 0 | 0 | 40 | Private | HS-grad | Married-civ-spouse | Farming-fishing | Husband | White | Male | Mexico | 0 |
53 | 290,640 | 4 | 0 | 0 | 40 | Private | 7th-8th | Married-civ-spouse | Craft-repair | Husband | Asian-Pac-Islander | Male | Vietnam | 0 |
23 | 130,905 | 13 | 0 | 0 | 40 | Private | Bachelors | Never-married | Sales | Own-child | White | Female | United-States | 0 |
41 | 407,425 | 8 | 0 | 0 | 40 | Private | 12th | Divorced | Machine-op-inspct | Not-in-family | Black | Female | United-States | 0 |
39 | 120,985 | 9 | 0 | 0 | 40 | Private | HS-grad | Divorced | Other-service | Own-child | White | Male | United-States | 0 |
61 | 181,081 | 9 | 0 | 0 | 20 | Federal-gov | HS-grad | Divorced | Adm-clerical | Own-child | Black | Female | United-States | 0 |
46 | 124,071 | 14 | 0 | 0 | 65 | Local-gov | Masters | Divorced | Exec-managerial | Unmarried | White | Female | United-States | 1 |
33 | 239,018 | 16 | 0 | 0 | 60 | Self-emp-inc | Doctorate | Married-civ-spouse | Prof-specialty | Husband | White | Male | United-States | 0 |
26 | 207,537 | 9 | 0 | 0 | 40 | Federal-gov | HS-grad | Never-married | Adm-clerical | Not-in-family | Black | Female | United-States | 0 |
55 | 199,856 | 9 | 0 | 0 | 50 | Private | HS-grad | Married-civ-spouse | Sales | Wife | White | Female | United-States | 0 |
23 | 306,868 | 13 | 0 | 0 | 40 | Self-emp-inc | Bachelors | Never-married | Farming-fishing | Not-in-family | White | Male | United-States | 0 |
53 | 346,871 | 9 | 4,787 | 0 | 46 | Private | HS-grad | Divorced | Prof-specialty | Not-in-family | White | Male | United-States | 1 |
40 | 174,395 | 9 | 0 | 0 | 40 | Private | HS-grad | Married-civ-spouse | Craft-repair | Husband | White | Male | United-States | 0 |
27 | 200,928 | 10 | 0 | 0 | 22 | Private | Some-college | Never-married | Sales | Own-child | White | Male | United-States | 0 |
72 | 107,814 | 14 | 2,329 | 0 | 60 | Private | Masters | Never-married | Prof-specialty | Not-in-family | White | Male | United-States | 0 |
40 | 101,795 | 9 | 0 | 0 | 42 | Local-gov | HS-grad | Never-married | Protective-serv | Not-in-family | White | Male | United-States | 0 |
26 | 151,626 | 13 | 0 | 0 | 45 | Private | Bachelors | Never-married | Prof-specialty | Not-in-family | Black | Female | United-States | 0 |
43 | 186,396 | 5 | 0 | 0 | 20 | Private | 9th | Never-married | Machine-op-inspct | Not-in-family | White | Female | United-States | 0 |
35 | 178,948 | 14 | 0 | 0 | 32 | Private | Masters | Never-married | Prof-specialty | Unmarried | White | Female | United-States | 0 |
27 | 156,266 | 9 | 0 | 0 | 20 | Private | HS-grad | Never-married | Sales | Own-child | Amer-Indian-Eskimo | Male | United-States | 0 |
19 | 185,695 | 10 | 0 | 0 | 20 | Private | Some-college | Never-married | Other-service | Own-child | White | Female | United-States | 0 |
21 | 157,893 | 9 | 0 | 0 | 40 | Private | HS-grad | Never-married | Transport-moving | Own-child | White | Female | United-States | 0 |
36 | 91,275 | 10 | 0 | 0 | 40 | Private | Some-college | Never-married | Adm-clerical | Unmarried | Asian-Pac-Islander | Female | United-States | 0 |
23 | 214,542 | 10 | 0 | 0 | 40 | Private | Some-college | Never-married | Farming-fishing | Own-child | White | Male | United-States | 0 |
31 | 130,021 | 9 | 0 | 0 | 45 | Private | HS-grad | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | United-States | 0 |
35 | 164,526 | 9 | 0 | 0 | 40 | Private | HS-grad | Married-civ-spouse | Other-service | Husband | White | Male | Yugoslavia | 1 |
46 | 160,187 | 14 | 0 | 0 | 35 | Local-gov | Masters | Widowed | Exec-managerial | Unmarried | Black | Female | United-States | 0 |
35 | 182,074 | 9 | 0 | 0 | 35 | Private | HS-grad | Divorced | Handlers-cleaners | Own-child | White | Male | United-States | 0 |
28 | 416,577 | 9 | 2,829 | 0 | 40 | Private | HS-grad | Married-civ-spouse | Craft-repair | Husband | Black | Male | United-States | 0 |
34 | 158,420 | 13 | 0 | 0 | 70 | Private | Bachelors | Married-civ-spouse | Exec-managerial | Husband | White | Male | United-States | 0 |
24 | 399,449 | 13 | 0 | 0 | 40 | Private | Bachelors | Never-married | Sales | Own-child | White | Female | United-States | 0 |
36 | 108,103 | 9 | 0 | 0 | 50 | Private | HS-grad | Married-civ-spouse | Other-service | Husband | White | Male | United-States | 0 |
27 | 81,540 | 9 | 0 | 0 | 40 | Private | HS-grad | Married-civ-spouse | Craft-repair | Husband | White | Male | United-States | 1 |
24 | 43,475 | 13 | 0 | 0 | 40 | State-gov | Bachelors | Never-married | Prof-specialty | Not-in-family | White | Male | United-States | 0 |
25 | 182,809 | 9 | 7,298 | 0 | 40 | Self-emp-not-inc | HS-grad | Married-civ-spouse | Craft-repair | Husband | White | Male | United-States | 1 |
21 | 83,580 | 10 | 0 | 0 | 4 | Private | Some-college | Never-married | Prof-specialty | Own-child | Amer-Indian-Eskimo | Female | United-States | 0 |
29 | 244,395 | 7 | 0 | 0 | 40 | Private | 11th | Never-married | Other-service | Unmarried | Black | Female | United-States | 0 |
59 | 232,672 | 14 | 0 | 0 | 40 | Private | Masters | Married-civ-spouse | Exec-managerial | Husband | White | Male | United-States | 1 |
73 | 123,160 | 6 | 0 | 0 | 10 | Private | 10th | Widowed | Other-service | Not-in-family | White | Female | United-States | 0 |
36 | 148,581 | 9 | 0 | 0 | 55 | Private | HS-grad | Married-civ-spouse | Craft-repair | Husband | White | Male | United-States | 1 |
34 | 156,464 | 13 | 0 | 0 | 85 | Private | Bachelors | Divorced | Exec-managerial | Not-in-family | White | Male | England | 1 |
30 | 147,215 | 10 | 0 | 0 | 30 | null | Some-college | Never-married | null | Own-child | White | Female | United-States | 0 |
28 | 33,895 | 13 | 0 | 0 | 45 | Private | Bachelors | Never-married | Sales | Not-in-family | White | Male | United-States | 0 |
51 | 99,185 | 12 | 0 | 0 | 40 | Self-emp-not-inc | Assoc-acdm | Married-civ-spouse | Exec-managerial | Husband | White | Male | United-States | 1 |
28 | 154,863 | 5 | 0 | 0 | 40 | Local-gov | 9th | Married-civ-spouse | Craft-repair | Husband | Black | Male | Trinadad&Tobago | 1 |
76 | 70,697 | 4 | 0 | 0 | 25 | Private | 7th-8th | Widowed | Other-service | Not-in-family | White | Female | United-States | 0 |
49 | 181,547 | 12 | 0 | 0 | 30 | Self-emp-not-inc | Assoc-acdm | Married-civ-spouse | Craft-repair | Husband | White | Male | Columbia | 0 |
32 | 175,856 | 13 | 0 | 1,902 | 40 | Private | Bachelors | Married-civ-spouse | Tech-support | Husband | White | Male | United-States | 1 |
25 | 268,222 | 9 | 0 | 0 | 40 | Private | HS-grad | Separated | Handlers-cleaners | Unmarried | Black | Female | United-States | 0 |
47 | 214,702 | 9 | 0 | 0 | 37 | Private | HS-grad | Divorced | Other-service | Unmarried | White | Female | Puerto-Rico | 0 |
43 | 240,504 | 10 | 0 | 0 | 70 | Self-emp-inc | Some-college | Married-civ-spouse | Exec-managerial | Husband | White | Male | United-States | 1 |
38 | 270,985 | 10 | 0 | 0 | 50 | Private | Some-college | Married-civ-spouse | Exec-managerial | Husband | Black | Male | United-States | 0 |
39 | 127,772 | 9 | 3,103 | 0 | 44 | Private | HS-grad | Married-civ-spouse | Sales | Husband | White | Male | United-States | 1 |
45 | 34,419 | 13 | 0 | 0 | 30 | Private | Bachelors | Never-married | Transport-moving | Not-in-family | White | Male | United-States | 0 |
33 | 184,016 | 9 | 0 | 0 | 40 | Private | HS-grad | Never-married | Transport-moving | Not-in-family | White | Male | United-States | 0 |
68 | 196,782 | 4 | 0 | 0 | 30 | null | 7th-8th | Married-civ-spouse | null | Husband | White | Male | United-States | 0 |
57 | 142,714 | 10 | 0 | 0 | 38 | Private | Some-college | Divorced | Other-service | Not-in-family | White | Female | United-States | 0 |
32 | 230,484 | 4 | 0 | 0 | 35 | Private | 7th-8th | Separated | Sales | Unmarried | White | Female | United-States | 0 |
45 | 201,080 | 14 | 0 | 0 | 40 | Self-emp-not-inc | Masters | Married-civ-spouse | Sales | Husband | White | Male | United-States | 1 |
63 | 196,725 | 9 | 0 | 0 | 24 | Private | HS-grad | Widowed | Other-service | Unmarried | White | Female | United-States | 0 |
55 | 157,486 | 14 | 7,298 | 0 | 40 | Self-emp-not-inc | Masters | Married-civ-spouse | Prof-specialty | Husband | White | Male | United-States | 1 |
18 | 276,540 | 8 | 0 | 0 | 15 | Private | 12th | Never-married | Sales | Own-child | Black | Female | United-States | 0 |
37 | 154,410 | 14 | 0 | 0 | 40 | Self-emp-not-inc | Masters | Never-married | Exec-managerial | Not-in-family | White | Male | United-States | 0 |
40 | 26,892 | 13 | 0 | 0 | 40 | Private | Bachelors | Married-civ-spouse | Adm-clerical | Husband | White | Male | United-States | 1 |
31 | 379,798 | 10 | 0 | 0 | 40 | Private | Some-college | Married-civ-spouse | Sales | Husband | White | Male | United-States | 1 |
37 | 97,986 | 12 | 0 | 0 | 68 | Self-emp-inc | Assoc-acdm | Married-civ-spouse | Sales | Husband | White | Male | United-States | 0 |
29 | 91,547 | 10 | 0 | 0 | 40 | Private | Some-college | Never-married | Sales | Not-in-family | White | Female | United-States | 0 |
31 | 83,748 | 10 | 0 | 0 | 70 | Self-emp-inc | Some-college | Married-civ-spouse | Exec-managerial | Wife | Asian-Pac-Islander | Female | South | 0 |
45 | 224,474 | 13 | 4,934 | 0 | 50 | Local-gov | Bachelors | Divorced | Prof-specialty | Unmarried | White | Female | United-States | 1 |
30 | 224,147 | 9 | 0 | 0 | 40 | Private | HS-grad | Never-married | Transport-moving | Own-child | Black | Male | United-States | 0 |
45 | 179,659 | 13 | 3,103 | 0 | 40 | Private | Bachelors | Married-civ-spouse | Craft-repair | Husband | White | Male | United-States | 1 |