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
stringlengths 2
27
| income
class label 2
classes |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
76 | Private | 124,191 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | 1 >50K
|
44 | Private | 198,282 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 15,024 | 0 | 60 | United-States | 1 >50K
|
47 | Self-emp-not-inc | 149,116 | Masters | 14 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 50 | United-States | 0 <=50K
|
20 | Private | 188,300 | Some-college | 10 | Never-married | Tech-support | Own-child | White | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
29 | Private | 103,432 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
32 | Self-emp-inc | 317,660 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 7,688 | 0 | 40 | United-States | 1 >50K
|
17 | ? | 304,873 | 10th | 6 | Never-married | ? | Own-child | White | Female | 34,095 | 0 | 32 | United-States | 0 <=50K
|
30 | Private | 194,901 | 11th | 7 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
31 | Local-gov | 189,265 | HS-grad | 9 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
42 | Private | 124,692 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
24 | Private | 432,376 | Bachelors | 13 | Never-married | Sales | Other-relative | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
38 | Private | 65,324 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | 1 >50K
|
56 | Self-emp-not-inc | 335,605 | HS-grad | 9 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 1,887 | 50 | Canada | 1 >50K
|
28 | Private | 377,869 | Some-college | 10 | Married-civ-spouse | Sales | Wife | White | Female | 4,064 | 0 | 25 | United-States | 0 <=50K
|
36 | Private | 102,864 | HS-grad | 9 | Never-married | Machine-op-inspct | Own-child | White | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
53 | Private | 95,647 | 9th | 5 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 0 | 0 | 50 | United-States | 0 <=50K
|
56 | Self-emp-inc | 303,090 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 50 | United-States | 0 <=50K
|
49 | Local-gov | 197,371 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | Black | Male | 0 | 0 | 40 | United-States | 1 >50K
|
55 | Private | 247,552 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 56 | United-States | 0 <=50K
|
22 | Private | 102,632 | HS-grad | 9 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 41 | United-States | 0 <=50K
|
21 | Private | 199,915 | Some-college | 10 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
40 | Private | 118,853 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 60 | United-States | 0 <=50K
|
30 | Private | 77,143 | Bachelors | 13 | Never-married | Exec-managerial | Own-child | Black | Male | 0 | 0 | 40 | Germany | 0 <=50K
|
29 | State-gov | 267,989 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 50 | United-States | 1 >50K
|
19 | Private | 301,606 | Some-college | 10 | Never-married | Other-service | Own-child | Black | Male | 0 | 0 | 35 | United-States | 0 <=50K
|
47 | Private | 287,828 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Wife | White | Female | 0 | 0 | 40 | United-States | 1 >50K
|
20 | Private | 111,697 | Some-college | 10 | Never-married | Adm-clerical | Own-child | White | Female | 0 | 1,719 | 28 | United-States | 0 <=50K
|
31 | Private | 114,937 | Assoc-acdm | 12 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 40 | United-States | 1 >50K
|
35 | ? | 129,305 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
39 | Private | 365,739 | Some-college | 10 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
28 | Private | 69,621 | Assoc-acdm | 12 | Never-married | Sales | Not-in-family | White | Female | 0 | 0 | 60 | United-States | 0 <=50K
|
24 | Private | 43,323 | HS-grad | 9 | Never-married | Other-service | Not-in-family | White | Female | 0 | 1,762 | 40 | United-States | 0 <=50K
|
38 | Self-emp-not-inc | 120,985 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 4,386 | 0 | 35 | United-States | 0 <=50K
|
37 | Private | 254,202 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 50 | United-States | 0 <=50K
|
46 | Private | 146,195 | Assoc-acdm | 12 | Divorced | Tech-support | Not-in-family | Black | Female | 0 | 0 | 36 | United-States | 0 <=50K
|
38 | Federal-gov | 125,933 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | Iran | 1 >50K
|
43 | Self-emp-not-inc | 56,920 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 60 | United-States | 0 <=50K
|
27 | Private | 163,127 | Assoc-voc | 11 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 0 | 0 | 35 | United-States | 0 <=50K
|
20 | Private | 34,310 | Some-college | 10 | Never-married | Sales | Own-child | White | Male | 0 | 0 | 20 | United-States | 0 <=50K
|
49 | Private | 81,973 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | Asian-Pac-Islander | Male | 0 | 0 | 40 | United-States | 1 >50K
|
61 | Self-emp-inc | 66,614 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
27 | Private | 232,782 | Some-college | 10 | Never-married | Sales | Own-child | White | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
19 | Private | 316,868 | Some-college | 10 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 30 | Mexico | 0 <=50K
|
45 | Private | 196,584 | Assoc-voc | 11 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 1,564 | 40 | United-States | 1 >50K
|
70 | Private | 105,376 | Some-college | 10 | Never-married | Tech-support | Other-relative | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
31 | Private | 185,814 | HS-grad | 9 | Never-married | Transport-moving | Unmarried | Black | Female | 0 | 0 | 30 | United-States | 0 <=50K
|
22 | Private | 175,374 | Some-college | 10 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 24 | United-States | 0 <=50K
|
36 | Private | 108,293 | HS-grad | 9 | Widowed | Other-service | Unmarried | White | Female | 0 | 0 | 24 | United-States | 0 <=50K
|
64 | Private | 181,232 | 11th | 7 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 2,179 | 40 | United-States | 0 <=50K
|
43 | ? | 174,662 | Some-college | 10 | Divorced | ? | Not-in-family | White | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
47 | Local-gov | 186,009 | Some-college | 10 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 38 | Mexico | 0 <=50K
|
34 | Private | 198,183 | HS-grad | 9 | Never-married | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
33 | Private | 163,003 | Bachelors | 13 | Never-married | Exec-managerial | Other-relative | Asian-Pac-Islander | Female | 0 | 0 | 40 | Philippines | 0 <=50K
|
21 | Private | 296,158 | HS-grad | 9 | Never-married | Craft-repair | Own-child | White | Male | 0 | 0 | 35 | United-States | 0 <=50K
|
52 | ? | 252,903 | HS-grad | 9 | Divorced | ? | Not-in-family | White | Male | 0 | 0 | 45 | United-States | 1 >50K
|
48 | Private | 187,715 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 46 | United-States | 0 <=50K
|
23 | Private | 214,542 | Bachelors | 13 | Never-married | Handlers-cleaners | Not-in-family | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
71 | Self-emp-not-inc | 494,223 | Some-college | 10 | Separated | Sales | Unmarried | Black | Male | 0 | 1,816 | 2 | United-States | 0 <=50K
|
29 | Private | 191,535 | HS-grad | 9 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 60 | United-States | 0 <=50K
|
42 | Private | 228,456 | Bachelors | 13 | Separated | Other-service | Other-relative | Black | Male | 0 | 0 | 50 | United-States | 0 <=50K
|
68 | ? | 38,317 | 1st-4th | 2 | Divorced | ? | Not-in-family | White | Female | 0 | 0 | 20 | United-States | 0 <=50K
|
25 | Private | 252,752 | HS-grad | 9 | Never-married | Other-service | Unmarried | White | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
44 | Self-emp-inc | 78,374 | Masters | 14 | Divorced | Exec-managerial | Unmarried | Asian-Pac-Islander | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
28 | Private | 88,419 | HS-grad | 9 | Never-married | Exec-managerial | Not-in-family | Asian-Pac-Islander | Female | 0 | 0 | 40 | England | 0 <=50K
|
45 | Self-emp-not-inc | 201,080 | Masters | 14 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 40 | United-States | 1 >50K
|
36 | Private | 207,157 | Some-college | 10 | Divorced | Other-service | Unmarried | White | Female | 0 | 0 | 40 | Mexico | 0 <=50K
|
39 | Federal-gov | 235,485 | Assoc-acdm | 12 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 42 | United-States | 0 <=50K
|
46 | State-gov | 102,628 | Masters | 14 | Widowed | Protective-serv | Unmarried | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
18 | Private | 25,828 | 11th | 7 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 16 | United-States | 0 <=50K
|
66 | Local-gov | 54,826 | Assoc-voc | 11 | Widowed | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 20 | United-States | 0 <=50K
|
27 | Private | 124,953 | HS-grad | 9 | Never-married | Other-service | Not-in-family | White | Male | 0 | 1,980 | 40 | United-States | 0 <=50K
|
28 | State-gov | 175,325 | HS-grad | 9 | Married-civ-spouse | Protective-serv | Husband | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
51 | Private | 96,062 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,977 | 40 | United-States | 1 >50K
|
27 | Private | 428,030 | Bachelors | 13 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 50 | United-States | 0 <=50K
|
28 | State-gov | 149,624 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | 1 >50K
|
27 | Private | 253,814 | HS-grad | 9 | Married-spouse-absent | Sales | Unmarried | White | Female | 0 | 0 | 25 | United-States | 0 <=50K
|
21 | Private | 312,956 | HS-grad | 9 | Never-married | Craft-repair | Own-child | Black | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
34 | Private | 483,777 | HS-grad | 9 | Never-married | Handlers-cleaners | Not-in-family | Black | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
18 | Private | 183,930 | HS-grad | 9 | Never-married | Other-service | Own-child | White | Male | 0 | 0 | 12 | United-States | 0 <=50K
|
33 | Private | 37,274 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 65 | United-States | 0 <=50K
|
44 | Local-gov | 181,344 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | Black | Male | 0 | 0 | 38 | United-States | 1 >50K
|
43 | Private | 114,580 | Some-college | 10 | Divorced | Adm-clerical | Not-in-family | White | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
30 | Private | 633,742 | Some-college | 10 | Never-married | Craft-repair | Not-in-family | Black | Male | 0 | 0 | 45 | United-States | 0 <=50K
|
40 | Private | 286,370 | 7th-8th | 4 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | Mexico | 1 >50K
|
37 | Federal-gov | 29,054 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 42 | United-States | 1 >50K
|
34 | Private | 304,030 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | Black | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
41 | Self-emp-not-inc | 143,129 | Bachelors | 13 | Divorced | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 40 | United-States | 0 <=50K
|
53 | ? | 135,105 | Bachelors | 13 | Divorced | ? | Not-in-family | White | Female | 0 | 0 | 50 | United-States | 0 <=50K
|
31 | Private | 99,928 | Masters | 14 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 50 | United-States | 0 <=50K
|
58 | State-gov | 109,567 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 1 | United-States | 1 >50K
|
38 | Private | 155,222 | Some-college | 10 | Divorced | Machine-op-inspct | Not-in-family | Black | Female | 0 | 0 | 28 | United-States | 0 <=50K
|
24 | Private | 159,567 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
41 | Local-gov | 523,910 | Bachelors | 13 | Married-civ-spouse | Craft-repair | Husband | Black | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
47 | Private | 120,939 | Some-college | 10 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 45 | United-States | 0 <=50K
|
41 | Federal-gov | 130,760 | Bachelors | 13 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 24 | United-States | 0 <=50K
|
23 | Private | 197,387 | 5th-6th | 3 | Married-civ-spouse | Transport-moving | Other-relative | White | Male | 0 | 0 | 40 | Mexico | 0 <=50K
|
36 | Private | 99,374 | Some-college | 10 | Divorced | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|
40 | Federal-gov | 56,795 | Masters | 14 | Never-married | Exec-managerial | Not-in-family | White | Female | 14,084 | 0 | 55 | United-States | 1 >50K
|
35 | Private | 138,992 | Masters | 14 | Married-civ-spouse | Prof-specialty | Other-relative | White | Male | 7,298 | 0 | 40 | United-States | 1 >50K
|
24 | Self-emp-not-inc | 32,921 | HS-grad | 9 | Never-married | Sales | Not-in-family | White | Male | 0 | 0 | 40 | United-States | 0 <=50K
|