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
32
Private
173,998
Some-college
10
Never-married
Adm-clerical
Not-in-family
White
Female
0
0
60
United-States
<=50K
25
Private
90,752
Bachelors
13
Married-civ-spouse
Adm-clerical
Wife
White
Female
0
0
40
United-States
<=50K
55
Private
51,008
HS-grad
9
Divorced
Adm-clerical
Unmarried
White
Female
0
0
40
United-States
<=50K
55
Federal-gov
113,398
Some-college
10
Never-married
Adm-clerical
Unmarried
White
Male
0
0
40
United-States
<=50K
25
Private
74,977
Some-college
10
Married-civ-spouse
Adm-clerical
Wife
White
Female
0
0
40
United-States
<=50K
40
Private
101,593
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
50
United-States
<=50K
29
Private
228,346
Assoc-voc
11
Never-married
Craft-repair
Not-in-family
White
Male
0
0
50
United-States
<=50K
60
Private
180,418
11th
7
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
40
United-States
<=50K
45
Private
44,489
HS-grad
9
Married-civ-spouse
Transport-moving
Husband
White
Male
0
0
45
United-States
<=50K
43
Self-emp-not-inc
277,488
HS-grad
9
Married-civ-spouse
Farming-fishing
Husband
White
Male
0
0
30
United-States
<=50K
24
Private
103,064
HS-grad
9
Never-married
Sales
Own-child
White
Female
0
0
55
United-States
<=50K
34
Private
226,872
Bachelors
13
Divorced
Sales
Not-in-family
White
Female
0
0
40
United-States
<=50K
47
Self-emp-not-inc
330,416
Some-college
10
Never-married
Farming-fishing
Not-in-family
White
Male
0
0
60
United-States
<=50K
24
Private
186,495
HS-grad
9
Divorced
Adm-clerical
Not-in-family
White
Female
0
0
32
United-States
<=50K
47
State-gov
205,712
Some-college
10
Married-civ-spouse
Other-service
Husband
White
Male
0
0
38
United-States
<=50K
18
Private
217,743
11th
7
Never-married
Sales
Own-child
White
Female
0
0
40
United-States
<=50K
22
Private
239,954
Some-college
10
Never-married
Adm-clerical
Other-relative
White
Male
0
0
40
United-States
<=50K
49
Self-emp-not-inc
349,986
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
60
United-States
>50K
68
Self-emp-not-inc
122,094
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
15
United-States
<=50K
62
Self-emp-not-inc
26,857
7th-8th
4
Widowed
Farming-fishing
Other-relative
White
Female
0
0
35
United-States
<=50K
25
Local-gov
192,321
Bachelors
13
Never-married
Prof-specialty
Own-child
White
Female
0
0
40
United-States
<=50K
24
Private
88,095
Some-college
10
Never-married
Machine-op-inspct
Not-in-family
White
Female
0
0
24
Mexico
<=50K
44
Private
144,067
Bachelors
13
Divorced
Adm-clerical
Not-in-family
White
Male
0
0
12
?
<=50K
32
Private
124,187
9th
5
Married-civ-spouse
Farming-fishing
Husband
Black
Male
0
0
40
United-States
<=50K
49
Private
123,681
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
43
United-States
>50K
68
Private
145,638
Some-college
10
Divorced
Sales
Not-in-family
White
Female
0
0
40
United-States
<=50K
25
Private
130,513
Assoc-acdm
12
Never-married
Sales
Own-child
White
Female
0
0
40
Peru
<=50K
47
Federal-gov
197,038
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
50
United-States
<=50K
35
Private
189,092
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
40
United-States
>50K
37
Self-emp-not-inc
198,841
11th
7
Married-civ-spouse
Transport-moving
Husband
White
Male
0
0
40
United-States
<=50K
57
Private
317,969
HS-grad
9
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
50
United-States
<=50K
34
Private
111,589
10th
6
Never-married
Other-service
Unmarried
Black
Female
0
0
40
Jamaica
<=50K
46
Local-gov
267,952
Assoc-voc
11
Divorced
Exec-managerial
Not-in-family
White
Female
0
0
36
United-States
<=50K
21
Private
63,899
11th
7
Never-married
Adm-clerical
Other-relative
White
Female
0
0
40
United-States
<=50K
26
Private
473,625
HS-grad
9
Married-civ-spouse
Other-service
Wife
White
Female
0
0
30
United-States
<=50K
17
Private
24,090
HS-grad
9
Never-married
Exec-managerial
Own-child
White
Female
0
0
35
United-States
<=50K
36
Self-emp-inc
102,729
Assoc-acdm
12
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
70
United-States
<=50K
33
Private
91,666
12th
8
Divorced
Exec-managerial
Not-in-family
White
Male
0
0
40
United-States
<=50K
27
Private
215,873
HS-grad
9
Never-married
Machine-op-inspct
Own-child
Black
Male
0
0
40
United-States
<=50K
32
Private
152,109
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
48
United-States
<=50K
24
Private
175,586
HS-grad
9
Never-married
Machine-op-inspct
Unmarried
Black
Female
0
0
40
United-States
<=50K
37
Private
232,614
HS-grad
9
Divorced
Other-service
Unmarried
Black
Female
0
0
30
United-States
<=50K
53
State-gov
229,465
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
50
United-States
>50K
43
Local-gov
161,240
HS-grad
9
Married-civ-spouse
Protective-serv
Husband
White
Male
0
0
45
United-States
>50K
29
Private
358,124
HS-grad
9
Never-married
Other-service
Other-relative
Black
Female
0
0
52
United-States
<=50K
47
Private
222,529
Bachelors
13
Married-civ-spouse
Farming-fishing
Husband
White
Male
0
0
65
United-States
<=50K
37
Self-emp-not-inc
338,320
Masters
14
Never-married
Exec-managerial
Not-in-family
White
Male
0
0
60
United-States
<=50K
23
Private
263,886
Some-college
10
Never-married
Sales
Not-in-family
Black
Female
0
0
20
United-States
<=50K
50
Private
310,774
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
0
0
35
United-States
<=50K
25
Private
98,155
Some-college
10
Never-married
Prof-specialty
Own-child
White
Male
0
0
40
United-States
<=50K
40
Private
259,307
Some-college
10
Never-married
Exec-managerial
Not-in-family
White
Male
0
0
50
United-States
<=50K
41
Private
29,762
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
52
United-States
>50K
32
Private
202,729
HS-grad
9
Married-civ-spouse
Transport-moving
Own-child
White
Male
0
0
40
United-States
<=50K
19
Private
28,790
Some-college
10
Never-married
Other-service
Not-in-family
White
Female
0
0
40
United-States
<=50K
26
Private
53,209
HS-grad
9
Never-married
Other-service
Own-child
White
Male
0
0
40
United-States
<=50K
30
Local-gov
169,020
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
40
United-States
<=50K
34
Private
127,195
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
40
United-States
<=50K
41
Private
211,731
Some-college
10
Never-married
Adm-clerical
Not-in-family
White
Female
0
0
40
Mexico
<=50K
42
Self-emp-not-inc
126,614
Bachelors
13
Divorced
Exec-managerial
Not-in-family
Other
Male
0
0
30
Iran
<=50K
45
Private
259,463
Assoc-voc
11
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
40
United-States
>50K
22
Private
228,411
Some-college
10
Never-married
Exec-managerial
Not-in-family
White
Male
0
0
35
United-States
<=50K
25
Private
117,827
Some-college
10
Married-civ-spouse
Adm-clerical
Husband
White
Male
0
0
40
United-States
<=50K
22
Federal-gov
57,216
Some-college
10
Never-married
Adm-clerical
Own-child
Black
Male
0
0
20
United-States
<=50K
48
Self-emp-inc
88,564
Some-college
10
Divorced
Farming-fishing
Not-in-family
White
Male
0
0
45
United-States
<=50K
45
Private
172,822
HS-grad
9
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
0
0
52
United-States
>50K
19
Private
251,579
Some-college
10
Never-married
Other-service
Own-child
White
Male
0
0
14
United-States
<=50K
31
Private
118,399
11th
7
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
0
0
40
United-States
<=50K
30
Self-emp-inc
178,383
Some-college
10
Married-civ-spouse
Craft-repair
Husband
Black
Male
0
0
70
United-States
<=50K
40
Self-emp-not-inc
170,866
Assoc-acdm
12
Married-civ-spouse
Farming-fishing
Husband
White
Male
0
0
50
United-States
>50K
60
?
268,954
Some-college
10
Married-civ-spouse
?
Husband
White
Male
0
0
12
United-States
>50K
52
?
89,951
12th
8
Married-civ-spouse
?
Wife
Black
Female
0
0
40
United-States
>50K
22
Private
203,894
Some-college
10
Never-married
Sales
Own-child
White
Female
0
0
15
United-States
<=50K
25
Private
237,065
Some-college
10
Divorced
Other-service
Own-child
Black
Male
0
0
38
United-States
<=50K
51
Local-gov
108,435
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
80
United-States
>50K
32
Private
93,213
Assoc-acdm
12
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
0
0
62
United-States
<=50K
51
Self-emp-inc
231,230
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
25
United-States
<=50K
42
Private
386,175
Some-college
10
Divorced
Sales
Not-in-family
White
Male
0
0
50
United-States
>50K
24
Private
223,515
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
45
United-States
<=50K
58
?
97,969
1st-4th
2
Married-spouse-absent
?
Unmarried
Amer-Indian-Eskimo
Male
0
0
40
United-States
<=50K
43
Private
174,295
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
55
United-States
<=50K
31
Private
60,229
HS-grad
9
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
0
0
40
United-States
<=50K
28
Private
66,095
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
0
0
40
United-States
<=50K
26
Private
192,022
Bachelors
13
Never-married
Prof-specialty
Own-child
White
Female
0
0
40
United-States
<=50K
46
Private
45,288
Bachelors
13
Never-married
Other-service
Not-in-family
White
Male
0
0
40
United-States
<=50K
62
?
178,764
HS-grad
9
Married-civ-spouse
?
Husband
White
Male
0
0
40
United-States
>50K
50
Private
99,476
Masters
14
Divorced
Prof-specialty
Not-in-family
White
Female
0
0
35
United-States
<=50K
18
Private
41,973
11th
7
Never-married
Adm-clerical
Own-child
White
Female
0
0
5
United-States
<=50K
23
Private
162,228
Bachelors
13
Never-married
Sales
Not-in-family
White
Male
0
0
48
United-States
<=50K
46
Private
211,226
Assoc-acdm
12
Married-civ-spouse
Transport-moving
Husband
Other
Male
0
0
36
United-States
<=50K
38
Private
33,397
HS-grad
9
Divorced
Sales
Unmarried
White
Female
0
0
40
United-States
<=50K
53
Private
120,839
12th
8
Divorced
Farming-fishing
Own-child
White
Male
0
0
40
United-States
<=50K
53
Private
36,327
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
0
0
40
United-States
>50K
50
Private
139,703
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
40
United-States
>50K
26
Private
107,827
HS-grad
9
Never-married
Other-service
Unmarried
White
Male
0
0
25
United-States
<=50K
44
Local-gov
203,761
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
40
United-States
>50K
36
Local-gov
114,719
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
50
United-States
>50K
20
Private
344,394
Some-college
10
Never-married
Other-service
Not-in-family
White
Female
0
0
30
United-States
<=50K
35
Private
195,516
7th-8th
4
Married-civ-spouse
Tech-support
Husband
White
Male
0
0
40
Mexico
<=50K
40
State-gov
31,627
Bachelors
13
Married-civ-spouse
Exec-managerial
Wife
White
Female
0
0
20
United-States
<=50K
70
Private
174,032
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
0
0
40
United-States
<=50K