age
int64 17
90
| workclass
stringclasses 9
values | fnlwgt
int64 12.3k
1.49M
| education
stringclasses 16
values | educational-num
int64 1
16
| marital-status
stringclasses 7
values | occupation
stringclasses 15
values | relationship
stringclasses 6
values | race
stringclasses 5
values | gender
stringclasses 2
values | capital-gain
int64 0
100k
| capital-loss
int64 0
4.36k
| hours-per-week
int64 1
99
| native-country
stringlengths 1
26
| income
stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
24 | Private | 109,456 | Bachelors | 13 | Never-married | Sales | Own-child | White | Male | 0 | 0 | 25 | United-States | <=50K |
32 | Private | 198,183 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 45 | United-States | <=50K |
27 | Local-gov | 157,449 | HS-grad | 9 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 50 | United-States | >50K |
67 | Private | 53,874 | 12th | 8 | Married-civ-spouse | Machine-op-inspct | Husband | Black | Male | 0 | 0 | 40 | Cuba | <=50K |
36 | Private | 191,754 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
40 | Private | 320,071 | Some-college | 10 | Divorced | Exec-managerial | Not-in-family | White | Male | 0 | 1,408 | 48 | United-States | <=50K |
24 | Private | 164,574 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
46 | Private | 185,870 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,902 | 40 | United-States | >50K |
44 | State-gov | 165,745 | HS-grad | 9 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 38 | United-States | <=50K |
23 | Self-emp-not-inc | 40,323 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
46 | Private | 199,378 | Prof-school | 15 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 90 | United-States | <=50K |
31 | Private | 289,889 | Assoc-voc | 11 | Never-married | Tech-support | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
21 | Local-gov | 152,200 | Some-college | 10 | Married-civ-spouse | Protective-serv | Own-child | Black | Male | 0 | 0 | 40 | United-States | <=50K |
61 | Private | 198,231 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
71 | Self-emp-not-inc | 28,865 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 15 | United-States | <=50K |
42 | Private | 26,915 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
27 | ? | 108,926 | Some-college | 10 | Married-civ-spouse | ? | Husband | Black | Male | 0 | 0 | 5 | United-States | <=50K |
21 | State-gov | 204,034 | Some-college | 10 | Never-married | Other-service | Not-in-family | White | Female | 0 | 0 | 16 | United-States | <=50K |
21 | Private | 243,368 | Preschool | 1 | Never-married | Farming-fishing | Not-in-family | White | Male | 0 | 0 | 25 | Mexico | <=50K |
28 | Local-gov | 191,088 | Bachelors | 13 | Divorced | Prof-specialty | Not-in-family | White | Female | 2,354 | 0 | 60 | United-States | <=50K |
27 | Local-gov | 194,515 | Assoc-acdm | 12 | Never-married | Prof-specialty | Own-child | Black | Female | 0 | 0 | 37 | United-States | <=50K |
32 | Private | 28,984 | Some-college | 10 | Never-married | Other-service | Not-in-family | White | Female | 0 | 2,001 | 25 | United-States | <=50K |
47 | Private | 125,892 | HS-grad | 9 | Divorced | Handlers-cleaners | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
22 | Private | 37,932 | Assoc-acdm | 12 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 35 | England | <=50K |
56 | Private | 249,751 | HS-grad | 9 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
20 | Private | 191,948 | HS-grad | 9 | Married-civ-spouse | Other-service | Other-relative | White | Female | 0 | 0 | 40 | United-States | <=50K |
30 | Private | 97,306 | Some-college | 10 | Never-married | Sales | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
22 | Private | 176,178 | Some-college | 10 | Never-married | Other-service | Own-child | White | Female | 0 | 0 | 25 | United-States | <=50K |
28 | Private | 142,764 | Assoc-voc | 11 | Married-civ-spouse | Craft-repair | Husband | White | Male | 7,688 | 0 | 45 | United-States | >50K |
50 | Private | 148,431 | Masters | 14 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 55 | United-States | >50K |
66 | State-gov | 148,380 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Wife | White | Female | 1,424 | 0 | 10 | United-States | <=50K |
38 | Private | 314,890 | Some-college | 10 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 46 | United-States | <=50K |
62 | Private | 177,493 | 12th | 8 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 30 | United-States | <=50K |
36 | Federal-gov | 327,435 | Masters | 14 | Divorced | Tech-support | Not-in-family | White | Female | 0 | 0 | 40 | United-States | >50K |
47 | Private | 275,967 | 10th | 6 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 35 | United-States | <=50K |
25 | Private | 176,520 | HS-grad | 9 | Never-married | Tech-support | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
26 | Private | 186,463 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
37 | Private | 50,380 | 11th | 7 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
70 | Self-emp-not-inc | 323,987 | 7th-8th | 4 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 8 | United-States | <=50K |
52 | Private | 192,445 | 11th | 7 | Married-civ-spouse | Transport-moving | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
70 | Private | 142,851 | 9th | 5 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 18 | United-States | <=50K |
19 | State-gov | 42,750 | HS-grad | 9 | Never-married | Protective-serv | Own-child | White | Male | 0 | 0 | 40 | United-States | <=50K |
23 | Private | 199,011 | 11th | 7 | Never-married | Craft-repair | Own-child | White | Male | 0 | 0 | 3 | United-States | <=50K |
37 | Private | 98,644 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 16 | ? | >50K |
37 | Private | 173,963 | 11th | 7 | Separated | Sales | Unmarried | Black | Female | 0 | 0 | 40 | United-States | <=50K |
45 | State-gov | 284,763 | Some-college | 10 | Divorced | Prof-specialty | Unmarried | Black | Female | 0 | 0 | 40 | United-States | <=50K |
29 | Private | 108,775 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 50 | United-States | >50K |
56 | Self-emp-not-inc | 233,312 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 20 | Poland | <=50K |
50 | Private | 197,826 | Masters | 14 | Married-civ-spouse | Tech-support | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
20 | Private | 123,007 | HS-grad | 9 | Never-married | Adm-clerical | Other-relative | White | Male | 0 | 2,001 | 30 | United-States | <=50K |
26 | Private | 264,012 | Bachelors | 13 | Never-married | Adm-clerical | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
41 | Self-emp-inc | 214,247 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 2,415 | 60 | United-States | >50K |
21 | Private | 200,121 | HS-grad | 9 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 40 | United-States | <=50K |
48 | Self-emp-not-inc | 138,069 | 5th-6th | 3 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 2,042 | 50 | United-States | <=50K |
22 | Private | 33,551 | Some-college | 10 | Never-married | Other-service | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
37 | State-gov | 89,083 | Assoc-acdm | 12 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 35 | United-States | <=50K |
47 | Private | 369,438 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | Black | Male | 0 | 0 | 30 | United-States | >50K |
61 | Private | 93,997 | Bachelors | 13 | Divorced | Sales | Unmarried | White | Male | 0 | 0 | 40 | United-States | <=50K |
47 | Local-gov | 169,699 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
37 | Private | 115,429 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 25 | United-States | <=50K |
46 | State-gov | 96,652 | Assoc-voc | 11 | Separated | Adm-clerical | Unmarried | Black | Female | 0 | 0 | 40 | United-States | <=50K |
42 | Self-emp-not-inc | 103,759 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 0 | 48 | United-States | <=50K |
41 | Private | 54,422 | HS-grad | 9 | Divorced | Adm-clerical | Unmarried | White | Female | 0 | 0 | 40 | United-States | <=50K |
33 | Local-gov | 107,215 | 9th | 5 | Married-civ-spouse | Other-service | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
24 | Private | 194,630 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Male | 0 | 0 | 35 | United-States | <=50K |
27 | Private | 102,142 | Assoc-acdm | 12 | Never-married | Tech-support | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
40 | Federal-gov | 134,638 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 39 | United-States | <=50K |
56 | Private | 46,920 | 10th | 6 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 0 | 0 | 40 | United-States | <=50K |
35 | Federal-gov | 207,973 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 55 | Canada | <=50K |
24 | Private | 208,946 | Assoc-voc | 11 | Never-married | Craft-repair | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
73 | Self-emp-not-inc | 252,431 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 0 | 0 | 1 | United-States | <=50K |
36 | Private | 251,730 | Some-college | 10 | Never-married | Sales | Not-in-family | White | Male | 0 | 0 | 50 | United-States | <=50K |
31 | Private | 301,251 | Bachelors | 13 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 50 | United-States | >50K |
50 | ? | 137,632 | HS-grad | 9 | Married-civ-spouse | ? | Husband | Black | Male | 0 | 0 | 45 | Haiti | <=50K |
36 | Private | 197,274 | HS-grad | 9 | Never-married | Handlers-cleaners | Not-in-family | Black | Male | 0 | 0 | 40 | United-States | <=50K |
37 | Private | 106,043 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | Black | Male | 0 | 0 | 40 | United-States | >50K |
26 | Private | 195,636 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Female | 0 | 0 | 55 | United-States | <=50K |
20 | Private | 237,956 | HS-grad | 9 | Never-married | Protective-serv | Own-child | White | Male | 0 | 0 | 40 | Cuba | <=50K |
58 | Private | 31,532 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
45 | State-gov | 276,157 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 40 | United-States | >50K |
33 | ? | 207,668 | Bachelors | 13 | Never-married | ? | Own-child | White | Male | 0 | 0 | 40 | United-States | <=50K |
31 | Private | 142,921 | Bachelors | 13 | Never-married | Tech-support | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
44 | Private | 217,039 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 99,999 | 0 | 60 | United-States | >50K |
19 | Local-gov | 259,169 | Some-college | 10 | Never-married | Prof-specialty | Own-child | White | Female | 0 | 0 | 30 | United-States | <=50K |
54 | Private | 409,173 | HS-grad | 9 | Married-civ-spouse | Tech-support | Husband | Black | Male | 0 | 0 | 50 | Puerto-Rico | >50K |
31 | State-gov | 73,161 | Masters | 14 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 1,740 | 40 | United-States | <=50K |
27 | Private | 241,431 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 0 | 0 | 35 | United-States | <=50K |
36 | Private | 151,764 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 5,178 | 0 | 40 | United-States | >50K |
47 | Federal-gov | 131,726 | Some-college | 10 | Divorced | Adm-clerical | Not-in-family | White | Male | 0 | 1,876 | 40 | United-States | <=50K |
35 | Private | 334,291 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 0 | 0 | 45 | United-States | <=50K |
42 | Private | 67,243 | 1st-4th | 2 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 0 | 0 | 55 | Portugal | >50K |
45 | Private | 370,261 | Bachelors | 13 | Divorced | Exec-managerial | Not-in-family | White | Female | 0 | 0 | 40 | United-States | <=50K |
70 | Private | 573,446 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 1,455 | 0 | 40 | United-States | <=50K |
27 | Local-gov | 189,775 | 12th | 8 | Never-married | Other-service | Own-child | Black | Female | 0 | 0 | 44 | United-States | <=50K |
36 | Private | 312,206 | HS-grad | 9 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 0 | 0 | 60 | United-States | >50K |
23 | Private | 86,939 | HS-grad | 9 | Married-spouse-absent | Machine-op-inspct | Not-in-family | White | Male | 0 | 0 | 40 | United-States | <=50K |
25 | Private | 221,757 | Bachelors | 13 | Never-married | Exec-managerial | Not-in-family | White | Male | 0 | 0 | 50 | United-States | <=50K |
45 | Self-emp-not-inc | 213,140 | Some-college | 10 | Married-civ-spouse | Craft-repair | Husband | White | Male | 7,688 | 0 | 45 | United-States | >50K |
24 | Private | 308,673 | HS-grad | 9 | Never-married | Handlers-cleaners | Own-child | White | Male | 0 | 0 | 30 | United-States | <=50K |
90 | Private | 149,069 | Assoc-acdm | 12 | Married-civ-spouse | Sales | Husband | White | Male | 0 | 1,825 | 50 | United-States | >50K |