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 1
26
| income
stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90 |
?
| 77,053 |
HS-grad
| 9 |
Widowed
|
?
|
Not-in-family
|
White
|
Female
| 0 | 4,356 | 40 |
United-States
|
<=50K
|
82 |
Private
| 132,870 |
HS-grad
| 9 |
Widowed
|
Exec-managerial
|
Not-in-family
|
White
|
Female
| 0 | 4,356 | 18 |
United-States
|
<=50K
|
66 |
?
| 186,061 |
Some-college
| 10 |
Widowed
|
?
|
Unmarried
|
Black
|
Female
| 0 | 4,356 | 40 |
United-States
|
<=50K
|
54 |
Private
| 140,359 |
7th-8th
| 4 |
Divorced
|
Machine-op-inspct
|
Unmarried
|
White
|
Female
| 0 | 3,900 | 40 |
United-States
|
<=50K
|
41 |
Private
| 264,663 |
Some-college
| 10 |
Separated
|
Prof-specialty
|
Own-child
|
White
|
Female
| 0 | 3,900 | 40 |
United-States
|
<=50K
|
34 |
Private
| 216,864 |
HS-grad
| 9 |
Divorced
|
Other-service
|
Unmarried
|
White
|
Female
| 0 | 3,770 | 45 |
United-States
|
<=50K
|
38 |
Private
| 150,601 |
10th
| 6 |
Separated
|
Adm-clerical
|
Unmarried
|
White
|
Male
| 0 | 3,770 | 40 |
United-States
|
<=50K
|
74 |
State-gov
| 88,638 |
Doctorate
| 16 |
Never-married
|
Prof-specialty
|
Other-relative
|
White
|
Female
| 0 | 3,683 | 20 |
United-States
|
>50K
|
68 |
Federal-gov
| 422,013 |
HS-grad
| 9 |
Divorced
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 0 | 3,683 | 40 |
United-States
|
<=50K
|
41 |
Private
| 70,037 |
Some-college
| 10 |
Never-married
|
Craft-repair
|
Unmarried
|
White
|
Male
| 0 | 3,004 | 60 |
?
|
>50K
|
45 |
Private
| 172,274 |
Doctorate
| 16 |
Divorced
|
Prof-specialty
|
Unmarried
|
Black
|
Female
| 0 | 3,004 | 35 |
United-States
|
>50K
|
38 |
Self-emp-not-inc
| 164,526 |
Prof-school
| 15 |
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Male
| 0 | 2,824 | 45 |
United-States
|
>50K
|
52 |
Private
| 129,177 |
Bachelors
| 13 |
Widowed
|
Other-service
|
Not-in-family
|
White
|
Female
| 0 | 2,824 | 20 |
United-States
|
>50K
|
32 |
Private
| 136,204 |
Masters
| 14 |
Separated
|
Exec-managerial
|
Not-in-family
|
White
|
Male
| 0 | 2,824 | 55 |
United-States
|
>50K
|
51 |
?
| 172,175 |
Doctorate
| 16 |
Never-married
|
?
|
Not-in-family
|
White
|
Male
| 0 | 2,824 | 40 |
United-States
|
>50K
|
46 |
Private
| 45,363 |
Prof-school
| 15 |
Divorced
|
Prof-specialty
|
Not-in-family
|
White
|
Male
| 0 | 2,824 | 40 |
United-States
|
>50K
|
45 |
Private
| 172,822 |
11th
| 7 |
Divorced
|
Transport-moving
|
Not-in-family
|
White
|
Male
| 0 | 2,824 | 76 |
United-States
|
>50K
|
57 |
Private
| 317,847 |
Masters
| 14 |
Divorced
|
Exec-managerial
|
Not-in-family
|
White
|
Male
| 0 | 2,824 | 50 |
United-States
|
>50K
|
22 |
Private
| 119,592 |
Assoc-acdm
| 12 |
Never-married
|
Handlers-cleaners
|
Not-in-family
|
Black
|
Male
| 0 | 2,824 | 40 |
?
|
>50K
|
34 |
Private
| 203,034 |
Bachelors
| 13 |
Separated
|
Sales
|
Not-in-family
|
White
|
Male
| 0 | 2,824 | 50 |
United-States
|
>50K
|
37 |
Private
| 188,774 |
Bachelors
| 13 |
Never-married
|
Exec-managerial
|
Not-in-family
|
White
|
Male
| 0 | 2,824 | 40 |
United-States
|
>50K
|
29 |
Private
| 77,009 |
11th
| 7 |
Separated
|
Sales
|
Not-in-family
|
White
|
Female
| 0 | 2,754 | 42 |
United-States
|
<=50K
|
61 |
Private
| 29,059 |
HS-grad
| 9 |
Divorced
|
Sales
|
Unmarried
|
White
|
Female
| 0 | 2,754 | 25 |
United-States
|
<=50K
|
51 |
Private
| 153,870 |
Some-college
| 10 |
Married-civ-spouse
|
Transport-moving
|
Husband
|
White
|
Male
| 0 | 2,603 | 40 |
United-States
|
<=50K
|
61 |
?
| 135,285 |
HS-grad
| 9 |
Married-civ-spouse
|
?
|
Husband
|
White
|
Male
| 0 | 2,603 | 32 |
United-States
|
<=50K
|
21 |
Private
| 34,310 |
Assoc-voc
| 11 |
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0 | 2,603 | 40 |
United-States
|
<=50K
|
33 |
Private
| 228,696 |
1st-4th
| 2 |
Married-civ-spouse
|
Craft-repair
|
Not-in-family
|
White
|
Male
| 0 | 2,603 | 32 |
Mexico
|
<=50K
|
49 |
Private
| 122,066 |
5th-6th
| 3 |
Married-civ-spouse
|
Other-service
|
Husband
|
White
|
Male
| 0 | 2,603 | 40 |
Greece
|
<=50K
|
37 |
Self-emp-inc
| 107,164 |
10th
| 6 |
Never-married
|
Transport-moving
|
Not-in-family
|
White
|
Male
| 0 | 2,559 | 50 |
United-States
|
>50K
|
38 |
Private
| 175,360 |
10th
| 6 |
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Male
| 0 | 2,559 | 90 |
United-States
|
>50K
|
23 |
Private
| 44,064 |
Some-college
| 10 |
Separated
|
Other-service
|
Not-in-family
|
White
|
Male
| 0 | 2,559 | 40 |
United-States
|
>50K
|
59 |
Self-emp-inc
| 107,287 |
10th
| 6 |
Widowed
|
Exec-managerial
|
Unmarried
|
White
|
Female
| 0 | 2,559 | 50 |
United-States
|
>50K
|
52 |
Private
| 198,863 |
Prof-school
| 15 |
Divorced
|
Exec-managerial
|
Not-in-family
|
White
|
Male
| 0 | 2,559 | 60 |
United-States
|
>50K
|
51 |
Private
| 123,011 |
Bachelors
| 13 |
Divorced
|
Exec-managerial
|
Not-in-family
|
White
|
Male
| 0 | 2,559 | 50 |
United-States
|
>50K
|
60 |
Self-emp-not-inc
| 205,246 |
HS-grad
| 9 |
Never-married
|
Exec-managerial
|
Not-in-family
|
Black
|
Male
| 0 | 2,559 | 50 |
United-States
|
>50K
|
63 |
Federal-gov
| 39,181 |
Doctorate
| 16 |
Divorced
|
Exec-managerial
|
Not-in-family
|
White
|
Female
| 0 | 2,559 | 60 |
United-States
|
>50K
|
53 |
Private
| 149,650 |
HS-grad
| 9 |
Never-married
|
Sales
|
Not-in-family
|
White
|
Male
| 0 | 2,559 | 48 |
United-States
|
>50K
|
51 |
Private
| 197,163 |
Prof-school
| 15 |
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 0 | 2,559 | 50 |
United-States
|
>50K
|
37 |
Self-emp-not-inc
| 137,527 |
Doctorate
| 16 |
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 0 | 2,559 | 60 |
United-States
|
>50K
|
54 |
Private
| 161,691 |
Masters
| 14 |
Divorced
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 0 | 2,559 | 40 |
United-States
|
>50K
|
44 |
Private
| 326,232 |
Bachelors
| 13 |
Divorced
|
Exec-managerial
|
Unmarried
|
White
|
Male
| 0 | 2,547 | 50 |
United-States
|
>50K
|
43 |
Private
| 115,806 |
Masters
| 14 |
Divorced
|
Exec-managerial
|
Unmarried
|
White
|
Female
| 0 | 2,547 | 40 |
United-States
|
>50K
|
51 |
Private
| 115,066 |
Some-college
| 10 |
Divorced
|
Adm-clerical
|
Unmarried
|
White
|
Female
| 0 | 2,547 | 40 |
United-States
|
>50K
|
43 |
Private
| 289,669 |
Masters
| 14 |
Divorced
|
Prof-specialty
|
Unmarried
|
White
|
Female
| 0 | 2,547 | 40 |
United-States
|
>50K
|
71 |
?
| 100,820 |
HS-grad
| 9 |
Married-civ-spouse
|
?
|
Husband
|
White
|
Male
| 0 | 2,489 | 15 |
United-States
|
<=50K
|
48 |
Private
| 121,253 |
Bachelors
| 13 |
Married-spouse-absent
|
Sales
|
Unmarried
|
White
|
Female
| 0 | 2,472 | 70 |
United-States
|
>50K
|
71 |
Private
| 110,380 |
HS-grad
| 9 |
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0 | 2,467 | 52 |
United-States
|
<=50K
|
73 |
Self-emp-not-inc
| 233,882 |
HS-grad
| 9 |
Married-civ-spouse
|
Farming-fishing
|
Husband
|
Asian-Pac-Islander
|
Male
| 0 | 2,457 | 40 |
Vietnam
|
<=50K
|
68 |
?
| 192,052 |
Some-college
| 10 |
Married-civ-spouse
|
?
|
Wife
|
White
|
Female
| 0 | 2,457 | 40 |
United-States
|
<=50K
|
67 |
?
| 174,995 |
Some-college
| 10 |
Married-civ-spouse
|
?
|
Husband
|
White
|
Male
| 0 | 2,457 | 40 |
United-States
|
<=50K
|
40 |
Self-emp-not-inc
| 335,549 |
Prof-school
| 15 |
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Male
| 0 | 2,444 | 45 |
United-States
|
>50K
|
50 |
Private
| 237,729 |
HS-grad
| 9 |
Widowed
|
Sales
|
Not-in-family
|
White
|
Female
| 0 | 2,444 | 72 |
United-States
|
>50K
|
51 |
State-gov
| 68,898 |
Assoc-voc
| 11 |
Divorced
|
Tech-support
|
Not-in-family
|
White
|
Male
| 0 | 2,444 | 39 |
United-States
|
>50K
|
42 |
Private
| 107,276 |
Some-college
| 10 |
Never-married
|
Exec-managerial
|
Not-in-family
|
White
|
Female
| 0 | 2,444 | 40 |
United-States
|
>50K
|
39 |
Private
| 141,584 |
Masters
| 14 |
Never-married
|
Sales
|
Not-in-family
|
White
|
Male
| 0 | 2,444 | 45 |
United-States
|
>50K
|
32 |
Private
| 207,668 |
Bachelors
| 13 |
Never-married
|
Exec-managerial
|
Other-relative
|
White
|
Male
| 0 | 2,444 | 50 |
United-States
|
>50K
|
53 |
Private
| 313,243 |
Some-college
| 10 |
Separated
|
Craft-repair
|
Not-in-family
|
White
|
Male
| 0 | 2,444 | 45 |
United-States
|
>50K
|
40 |
Local-gov
| 147,372 |
Some-college
| 10 |
Never-married
|
Protective-serv
|
Not-in-family
|
White
|
Male
| 0 | 2,444 | 40 |
United-States
|
>50K
|
38 |
Private
| 237,608 |
Bachelors
| 13 |
Never-married
|
Sales
|
Not-in-family
|
White
|
Female
| 0 | 2,444 | 45 |
United-States
|
>50K
|
33 |
Private
| 194,901 |
Assoc-voc
| 11 |
Separated
|
Craft-repair
|
Not-in-family
|
White
|
Male
| 0 | 2,444 | 42 |
United-States
|
>50K
|
43 |
Private
| 155,106 |
Assoc-acdm
| 12 |
Divorced
|
Craft-repair
|
Not-in-family
|
White
|
Male
| 0 | 2,444 | 70 |
United-States
|
>50K
|
50 |
Self-emp-inc
| 121,441 |
11th
| 7 |
Never-married
|
Exec-managerial
|
Other-relative
|
White
|
Male
| 0 | 2,444 | 40 |
United-States
|
>50K
|
44 |
Private
| 162,028 |
Some-college
| 10 |
Married-civ-spouse
|
Adm-clerical
|
Wife
|
White
|
Female
| 0 | 2,415 | 6 |
United-States
|
>50K
|
51 |
Self-emp-not-inc
| 160,724 |
Bachelors
| 13 |
Married-civ-spouse
|
Sales
|
Husband
|
Asian-Pac-Islander
|
Male
| 0 | 2,415 | 40 |
China
|
>50K
|
41 |
Private
| 132,222 |
Prof-school
| 15 |
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0 | 2,415 | 40 |
United-States
|
>50K
|
60 |
Self-emp-inc
| 226,355 |
Assoc-voc
| 11 |
Married-civ-spouse
|
Machine-op-inspct
|
Husband
|
White
|
Male
| 0 | 2,415 | 70 |
?
|
>50K
|
37 |
Private
| 329,980 |
Masters
| 14 |
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0 | 2,415 | 60 |
United-States
|
>50K
|
55 |
Self-emp-inc
| 124,137 |
Prof-school
| 15 |
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0 | 2,415 | 35 |
Greece
|
>50K
|
39 |
Self-emp-inc
| 329,980 |
Bachelors
| 13 |
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0 | 2,415 | 60 |
United-States
|
>50K
|
42 |
Self-emp-inc
| 187,702 |
Prof-school
| 15 |
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0 | 2,415 | 60 |
United-States
|
>50K
|
49 |
Private
| 199,029 |
Bachelors
| 13 |
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0 | 2,415 | 55 |
United-States
|
>50K
|
47 |
Self-emp-not-inc
| 145,290 |
HS-grad
| 9 |
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0 | 2,415 | 50 |
United-States
|
>50K
|
41 |
Local-gov
| 297,248 |
Prof-school
| 15 |
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0 | 2,415 | 45 |
United-States
|
>50K
|
55 |
Self-emp-inc
| 227,856 |
Bachelors
| 13 |
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0 | 2,415 | 50 |
United-States
|
>50K
|
39 |
Private
| 179,731 |
Masters
| 14 |
Married-civ-spouse
|
Exec-managerial
|
Wife
|
White
|
Female
| 0 | 2,415 | 65 |
United-States
|
>50K
|
42 |
Private
| 154,374 |
Bachelors
| 13 |
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0 | 2,415 | 60 |
United-States
|
>50K
|
41 |
?
| 27,187 |
Assoc-voc
| 11 |
Married-civ-spouse
|
?
|
Husband
|
White
|
Male
| 0 | 2,415 | 12 |
United-States
|
>50K
|
46 |
Private
| 326,857 |
Masters
| 14 |
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0 | 2,415 | 65 |
United-States
|
>50K
|
40 |
Private
| 160,369 |
Masters
| 14 |
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0 | 2,415 | 45 |
United-States
|
>50K
|
32 |
Private
| 396,745 |
Bachelors
| 13 |
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0 | 2,415 | 48 |
United-States
|
>50K
|
41 |
Self-emp-inc
| 151,089 |
Some-college
| 10 |
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0 | 2,415 | 55 |
United-States
|
>50K
|
60 |
Self-emp-inc
| 336,188 |
Prof-school
| 15 |
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0 | 2,415 | 80 |
United-States
|
>50K
|
31 |
Private
| 279,015 |
Masters
| 14 |
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0 | 2,415 | 70 |
Taiwan
|
>50K
|
58 |
Self-emp-not-inc
| 43,221 |
Some-college
| 10 |
Married-civ-spouse
|
Farming-fishing
|
Husband
|
White
|
Male
| 0 | 2,415 | 40 |
United-States
|
>50K
|
37 |
Self-emp-inc
| 30,529 |
Bachelors
| 13 |
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0 | 2,415 | 50 |
United-States
|
>50K
|
44 |
Self-emp-not-inc
| 201,742 |
Bachelors
| 13 |
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0 | 2,415 | 50 |
United-States
|
>50K
|
39 |
Self-emp-not-inc
| 218,490 |
Prof-school
| 15 |
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0 | 2,415 | 50 |
?
|
>50K
|
43 |
Federal-gov
| 156,996 |
Prof-school
| 15 |
Married-civ-spouse
|
Prof-specialty
|
Husband
|
Asian-Pac-Islander
|
Male
| 0 | 2,415 | 55 |
?
|
>50K
|
55 |
Self-emp-inc
| 298,449 |
Bachelors
| 13 |
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0 | 2,415 | 50 |
United-States
|
>50K
|
44 |
Self-emp-inc
| 191,712 |
Masters
| 14 |
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0 | 2,415 | 55 |
United-States
|
>50K
|
39 |
Private
| 198,654 |
Prof-school
| 15 |
Married-civ-spouse
|
Prof-specialty
|
Husband
|
Asian-Pac-Islander
|
Male
| 0 | 2,415 | 67 |
India
|
>50K
|
46 |
Self-emp-not-inc
| 102,308 |
Bachelors
| 13 |
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0 | 2,415 | 40 |
United-States
|
>50K
|
39 |
Private
| 348,521 |
Some-college
| 10 |
Married-civ-spouse
|
Farming-fishing
|
Husband
|
White
|
Male
| 0 | 2,415 | 99 |
United-States
|
>50K
|
62 |
Self-emp-inc
| 56,248 |
Bachelors
| 13 |
Married-civ-spouse
|
Farming-fishing
|
Husband
|
White
|
Male
| 0 | 2,415 | 60 |
United-States
|
>50K
|
31 |
Self-emp-not-inc
| 252,752 |
HS-grad
| 9 |
Married-civ-spouse
|
Other-service
|
Wife
|
White
|
Female
| 0 | 2,415 | 40 |
United-States
|
>50K
|
46 |
Private
| 192,963 |
Bachelors
| 13 |
Married-civ-spouse
|
Adm-clerical
|
Husband
|
Asian-Pac-Islander
|
Male
| 0 | 2,415 | 35 |
Philippines
|
>50K
|
46 |
Self-emp-not-inc
| 198,759 |
Prof-school
| 15 |
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0 | 2,415 | 80 |
United-States
|
>50K
|
39 |
Self-emp-inc
| 143,123 |
Assoc-voc
| 11 |
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0 | 2,415 | 40 |
United-States
|
>50K
|
39 |
Private
| 237,713 |
Prof-school
| 15 |
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0 | 2,415 | 99 |
United-States
|
>50K
|
59 |
Private
| 81,929 |
Doctorate
| 16 |
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0 | 2,415 | 45 |
United-States
|
>50K
|
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