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
income
stringclasses
2 values
29
Private
149,324
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
0
1,485
40
United-States
>50K
29
Self-emp-not-inc
190,636
Some-college
10
Married-civ-spouse
Craft-repair
Husband
Amer-Indian-Eskimo
Male
0
1,485
60
United-States
>50K
32
Private
351,869
Some-college
10
Married-civ-spouse
Transport-moving
Husband
White
Male
0
1,485
45
United-States
>50K
50
Private
337,606
HS-grad
9
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
0
1,485
40
United-States
<=50K
41
Private
204,410
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
1,485
44
United-States
>50K
60
?
56,248
HS-grad
9
Married-civ-spouse
?
Husband
White
Male
0
1,485
70
United-States
>50K
29
Local-gov
383,745
Some-college
10
Married-civ-spouse
Protective-serv
Husband
White
Male
0
1,485
40
United-States
>50K
59
Private
174,864
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
1,485
45
United-States
>50K
37
Self-emp-inc
26,698
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
0
1,485
44
United-States
>50K
47
Private
209,460
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
0
1,485
47
United-States
<=50K
34
Self-emp-not-inc
213,226
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,485
35
?
<=50K
27
Private
112,754
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,485
60
United-States
>50K
34
Private
90,705
Some-college
10
Married-civ-spouse
Tech-support
Husband
White
Male
0
1,485
40
United-States
<=50K
41
Private
428,499
11th
7
Married-civ-spouse
Craft-repair
Husband
White
Male
0
1,485
50
United-States
>50K
42
Local-gov
227,890
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,485
40
United-States
<=50K
33
?
173,998
HS-grad
9
Married-civ-spouse
?
Wife
White
Female
0
1,485
38
United-States
<=50K
50
Private
234,373
Masters
14
Married-civ-spouse
Exec-managerial
Wife
White
Female
0
1,485
40
United-States
<=50K
41
Private
193,524
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
1,485
40
United-States
<=50K
45
Self-emp-not-inc
28,497
Bachelors
13
Married-civ-spouse
Farming-fishing
Husband
White
Male
0
1,485
70
United-States
>50K
42
Private
268,183
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,485
60
United-States
<=50K
46
Private
74,895
Assoc-acdm
12
Married-civ-spouse
Craft-repair
Husband
White
Male
0
1,485
55
United-States
<=50K
57
State-gov
399,246
Bachelors
13
Married-civ-spouse
Adm-clerical
Husband
Asian-Pac-Islander
Male
0
1,485
40
China
<=50K
38
Self-emp-inc
244,803
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
0
1,485
60
Cuba
>50K
45
Self-emp-inc
311,231
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,485
50
United-States
>50K
34
Private
287,737
Some-college
10
Married-civ-spouse
Exec-managerial
Wife
White
Female
0
1,485
40
United-States
>50K
38
Private
300,975
Masters
14
Married-civ-spouse
Other-service
Husband
Black
Male
0
1,485
40
?
<=50K
35
State-gov
184,659
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
1,485
40
United-States
>50K
63
?
29,859
HS-grad
9
Married-civ-spouse
?
Husband
White
Male
0
1,485
40
United-States
>50K
34
Private
112,212
HS-grad
9
Married-civ-spouse
Adm-clerical
Husband
White
Male
0
1,485
40
United-States
<=50K
44
Private
223,194
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
Black
Male
0
1,485
40
Haiti
<=50K
44
Local-gov
165,304
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,485
40
United-States
>50K
50
Self-emp-inc
52,565
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
0
1,485
40
United-States
<=50K
41
Private
117,585
HS-grad
9
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,485
40
United-States
>50K
31
Private
251,659
Some-college
10
Married-civ-spouse
Other-service
Husband
Asian-Pac-Islander
Male
0
1,485
55
?
>50K
65
Local-gov
103,153
7th-8th
4
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,411
40
United-States
<=50K
45
Private
386,940
Bachelors
13
Divorced
Exec-managerial
Own-child
White
Male
0
1,408
40
United-States
<=50K
36
Federal-gov
255,191
Masters
14
Never-married
Prof-specialty
Not-in-family
White
Male
0
1,408
40
United-States
<=50K
31
Private
331,065
Bachelors
13
Never-married
Exec-managerial
Not-in-family
White
Female
0
1,408
40
United-States
<=50K
42
Private
83,411
Some-college
10
Divorced
Exec-managerial
Not-in-family
White
Male
0
1,408
40
United-States
<=50K
38
Private
193,026
HS-grad
9
Never-married
Other-service
Unmarried
White
Male
0
1,408
40
?
<=50K
46
Local-gov
202,560
Bachelors
13
Divorced
Prof-specialty
Not-in-family
White
Female
0
1,408
40
United-States
<=50K
28
Private
103,802
Bachelors
13
Never-married
Exec-managerial
Own-child
White
Female
0
1,408
40
?
<=50K
35
Private
474,136
HS-grad
9
Never-married
Craft-repair
Not-in-family
White
Male
0
1,408
40
United-States
<=50K
54
Private
188,136
Bachelors
13
Divorced
Sales
Not-in-family
White
Female
0
1,408
38
United-States
<=50K
34
Private
345,705
HS-grad
9
Divorced
Craft-repair
Not-in-family
White
Male
0
1,408
38
United-States
<=50K
29
Private
193,152
HS-grad
9
Never-married
Handlers-cleaners
Not-in-family
White
Male
0
1,408
40
United-States
<=50K
24
Private
216,129
HS-grad
9
Never-married
Craft-repair
Own-child
White
Male
0
1,408
50
United-States
<=50K
44
Private
225,263
Some-college
10
Divorced
Sales
Unmarried
White
Female
0
1,408
46
United-States
<=50K
33
Private
213,002
Bachelors
13
Never-married
Prof-specialty
Not-in-family
White
Male
0
1,408
36
United-States
<=50K
47
Local-gov
219,632
Assoc-acdm
12
Separated
Exec-managerial
Not-in-family
White
Male
0
1,408
40
United-States
<=50K
28
Private
339,372
Bachelors
13
Never-married
Adm-clerical
Not-in-family
White
Male
0
1,408
40
United-States
<=50K
38
Private
123,833
Some-college
10
Never-married
Other-service
Not-in-family
White
Male
0
1,408
40
United-States
<=50K
41
Private
41,901
Some-college
10
Never-married
Craft-repair
Not-in-family
White
Male
0
1,408
40
United-States
<=50K
50
Private
178,596
HS-grad
9
Divorced
Craft-repair
Unmarried
White
Male
0
1,408
50
United-States
<=50K
29
Federal-gov
106,179
Some-college
10
Never-married
Prof-specialty
Not-in-family
White
Female
0
1,408
40
United-States
<=50K
50
Self-emp-not-inc
240,922
Assoc-acdm
12
Never-married
Sales
Not-in-family
White
Female
0
1,408
5
United-States
<=50K
49
Private
141,944
Assoc-voc
11
Married-spouse-absent
Handlers-cleaners
Unmarried
White
Male
0
1,380
42
United-States
<=50K
31
Private
243,605
Bachelors
13
Widowed
Sales
Unmarried
White
Female
0
1,380
40
Cuba
<=50K
44
Private
199,031
Some-college
10
Divorced
Transport-moving
Own-child
White
Male
0
1,380
40
United-States
<=50K
48
Local-gov
121,622
Masters
14
Never-married
Prof-specialty
Unmarried
White
Female
0
1,380
40
United-States
<=50K
39
Private
115,289
Some-college
10
Divorced
Sales
Own-child
White
Male
0
1,380
70
United-States
<=50K
39
Private
49,436
Assoc-acdm
12
Divorced
Prof-specialty
Unmarried
White
Female
0
1,380
40
United-States
<=50K
32
Federal-gov
90,653
HS-grad
9
Never-married
Exec-managerial
Unmarried
White
Female
0
1,380
40
United-States
<=50K
42
Local-gov
254,817
Some-college
10
Never-married
Prof-specialty
Not-in-family
White
Female
0
1,340
40
United-States
<=50K
25
Private
212,495
Bachelors
13
Never-married
Exec-managerial
Own-child
White
Male
0
1,340
40
United-States
<=50K
42
Federal-gov
296,798
11th
7
Never-married
Tech-support
Not-in-family
White
Male
0
1,340
40
United-States
<=50K
44
Local-gov
193,882
Assoc-voc
11
Never-married
Tech-support
Not-in-family
White
Male
0
1,340
40
United-States
<=50K
38
Private
188,888
Bachelors
13
Never-married
Exec-managerial
Not-in-family
White
Male
0
1,340
40
United-States
<=50K
54
Private
172,962
Bachelors
13
Divorced
Prof-specialty
Not-in-family
White
Male
0
1,340
40
United-States
<=50K
37
Private
405,284
Bachelors
13
Never-married
Prof-specialty
Not-in-family
White
Female
0
1,340
42
United-States
<=50K
62
Local-gov
159,908
Bachelors
13
Married-civ-spouse
Adm-clerical
Wife
White
Female
0
1,258
38
United-States
<=50K
72
Local-gov
144,515
Doctorate
16
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,258
40
United-States
<=50K
76
?
224,680
Prof-school
15
Married-civ-spouse
?
Husband
White
Male
0
1,258
20
United-States
<=50K
66
Private
350,498
Some-college
10
Married-civ-spouse
Transport-moving
Husband
White
Male
0
1,258
20
United-States
<=50K
33
Local-gov
262,042
HS-grad
9
Divorced
Adm-clerical
Own-child
White
Female
0
1,138
40
United-States
<=50K
29
Private
138,190
HS-grad
9
Never-married
Sales
Unmarried
Black
Female
0
1,138
40
United-States
<=50K
25
Private
74,883
Bachelors
13
Never-married
Tech-support
Not-in-family
Asian-Pac-Islander
Female
0
1,092
40
Philippines
<=50K
39
Private
230,467
Bachelors
13
Never-married
Sales
Own-child
White
Male
0
1,092
40
Germany
<=50K
33
Private
207,937
HS-grad
9
Never-married
Craft-repair
Not-in-family
White
Male
0
1,092
40
United-States
<=50K
53
State-gov
281,074
HS-grad
9
Divorced
Exec-managerial
Not-in-family
White
Male
0
1,092
40
United-States
<=50K
52
Private
113,094
Bachelors
13
Separated
Adm-clerical
Unmarried
White
Female
0
1,092
40
United-States
<=50K
23
Local-gov
442,359
Bachelors
13
Never-married
Prof-specialty
Not-in-family
White
Female
0
1,092
40
United-States
<=50K
60
Private
75,726
HS-grad
9
Divorced
Exec-managerial
Not-in-family
White
Female
0
1,092
40
United-States
<=50K
27
Private
151,382
7th-8th
4
Divorced
Machine-op-inspct
Unmarried
White
Male
0
974
40
United-States
<=50K
34
Private
32,528
Assoc-voc
11
Married-spouse-absent
Adm-clerical
Unmarried
White
Female
0
974
40
United-States
<=50K
43
Self-emp-not-inc
336,763
Some-college
10
Divorced
Sales
Unmarried
White
Female
0
880
42
United-States
<=50K
33
Private
99,339
Assoc-acdm
12
Divorced
Adm-clerical
Not-in-family
White
Female
0
880
40
United-States
<=50K
31
Private
323,069
Assoc-acdm
12
Divorced
Sales
Unmarried
White
Female
0
880
45
United-States
<=50K
50
Federal-gov
299,831
Some-college
10
Divorced
Adm-clerical
Unmarried
White
Female
0
880
40
United-States
<=50K
32
Private
203,674
Assoc-acdm
12
Divorced
Prof-specialty
Unmarried
White
Female
0
880
36
United-States
<=50K
34
Private
60,567
11th
7
Divorced
Transport-moving
Unmarried
White
Male
0
880
60
United-States
<=50K
69
State-gov
159,191
Some-college
10
Widowed
Adm-clerical
Not-in-family
White
Female
0
810
38
United-States
<=50K
65
Private
190,568
HS-grad
9
Widowed
Adm-clerical
Not-in-family
White
Female
0
810
36
United-States
<=50K
57
Private
34,269
HS-grad
9
Widowed
Transport-moving
Unmarried
White
Male
0
653
42
United-States
>50K
42
Private
259,757
Bachelors
13
Divorced
Prof-specialty
Unmarried
White
Male
0
653
50
United-States
>50K
49
Private
116,338
HS-grad
9
Separated
Prof-specialty
Unmarried
White
Female
0
653
60
United-States
<=50K
40
Private
315,321
HS-grad
9
Divorced
Exec-managerial
Unmarried
White
Female
0
625
52
United-States
<=50K
43
Local-gov
118,600
Bachelors
13
Divorced
Prof-specialty
Unmarried
White
Female
0
625
40
United-States
<=50K
59
Private
230,039
HS-grad
9
Never-married
Exec-managerial
Unmarried
White
Female
0
625
38
United-States
<=50K
39
Federal-gov
257,175
Bachelors
13
Divorced
Tech-support
Unmarried
Black
Female
0
625
40
United-States
<=50K