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
stringclasses
2 values
61
Private
232,719
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
50
United-States
<=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
Local-gov
162,187
HS-grad
9
Married-civ-spouse
Protective-serv
Husband
White
Male
0
0
40
United-States
>50K
59
Private
207,391
HS-grad
9
Divorced
Machine-op-inspct
Not-in-family
White
Male
0
0
40
United-States
<=50K
30
Never-worked
176,673
HS-grad
9
Married-civ-spouse
?
Wife
Black
Female
0
0
40
United-States
<=50K
34
Private
356,882
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
0
0
45
United-States
>50K
24
Private
427,686
1st-4th
2
Married-civ-spouse
Handlers-cleaners
Other-relative
White
Male
0
0
40
Mexico
<=50K
42
Self-emp-inc
191,196
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
60
?
>50K
37
Private
377,798
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
3,103
0
40
United-States
>50K
36
Private
43,712
10th
6
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
40
United-States
<=50K
21
?
205,939
Some-college
10
Never-married
?
Own-child
White
Male
0
0
40
United-States
<=50K
54
Private
161,691
Masters
14
Divorced
Prof-specialty
Not-in-family
White
Female
0
2,559
40
United-States
>50K
34
Private
346,034
12th
8
Married-spouse-absent
Handlers-cleaners
Unmarried
White
Male
0
0
35
Mexico
<=50K
41
Private
144,460
Some-college
10
Divorced
Machine-op-inspct
Own-child
White
Male
0
0
40
Italy
<=50K
18
Never-worked
153,663
Some-college
10
Never-married
?
Own-child
White
Male
0
0
4
United-States
<=50K
26
Private
262,617
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
48
United-States
<=50K
23
Federal-gov
173,851
HS-grad
9
Never-married
Armed-Forces
Not-in-family
White
Male
0
0
8
United-States
<=50K
63
?
126,540
Some-college
10
Divorced
?
Not-in-family
White
Female
0
0
5
United-States
<=50K
34
Private
117,963
Bachelors
13
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
40
United-States
>50K
54
Private
219,737
HS-grad
9
Widowed
Sales
Not-in-family
White
Female
0
0
37
United-States
<=50K
37
Private
328,466
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
72
Mexico
<=50K
54
State-gov
138,852
HS-grad
9
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
40
United-States
<=50K
22
Local-gov
195,532
Some-college
10
Never-married
Protective-serv
Other-relative
White
Female
0
0
43
United-States
<=50K
32
Private
188,246
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
40
United-States
<=50K
42
State-gov
138,162
Some-college
10
Divorced
Adm-clerical
Own-child
White
Male
0
0
40
United-States
<=50K
31
State-gov
110,714
Some-college
10
Never-married
Other-service
Own-child
White
Female
0
0
37
United-States
<=50K
48
Private
123,075
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
45
United-States
>50K
28
Private
330,466
Bachelors
13
Never-married
Prof-specialty
Not-in-family
Asian-Pac-Islander
Male
0
0
40
Hong
<=50K
31
Private
254,304
10th
6
Divorced
Craft-repair
Not-in-family
White
Male
0
0
38
United-States
<=50K
28
Private
435,842
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
40
United-States
<=50K
24
Private
118,657
12th
8
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
0
0
40
United-States
<=50K
50
Private
278,188
HS-grad
9
Divorced
Craft-repair
Not-in-family
White
Female
0
0
45
United-States
<=50K
26
Private
233,777
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
72
Mexico
<=50K
37
Self-emp-inc
328,466
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
50
United-States
>50K
24
Private
176,580
5th-6th
3
Married-spouse-absent
Farming-fishing
Not-in-family
White
Male
0
0
40
Mexico
<=50K
18
?
156,608
11th
7
Never-married
?
Own-child
White
Female
0
0
25
United-States
<=50K
32
Private
172,415
HS-grad
9
Never-married
Other-service
Unmarried
Black
Female
0
0
40
United-States
<=50K
23
Private
194,951
Bachelors
13
Never-married
Prof-specialty
Not-in-family
Asian-Pac-Islander
Male
0
0
55
Ireland
<=50K
33
Local-gov
318,921
HS-grad
9
Divorced
Transport-moving
Not-in-family
White
Female
0
0
35
United-States
<=50K
49
Private
189,462
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
40
United-States
<=50K
75
Self-emp-not-inc
192,813
Masters
14
Widowed
Sales
Not-in-family
White
Male
0
0
45
United-States
<=50K
74
Self-emp-not-inc
199,136
Bachelors
13
Widowed
Craft-repair
Not-in-family
White
Male
15,831
0
8
Germany
>50K
26
Private
156,805
Some-college
10
Married-civ-spouse
Machine-op-inspct
Husband
Black
Male
0
0
40
United-States
<=50K
66
?
93,318
HS-grad
9
Widowed
?
Unmarried
White
Female
0
0
40
United-States
<=50K
34
Private
121,966
Bachelors
13
Married-spouse-absent
Adm-clerical
Not-in-family
White
Female
0
0
45
United-States
<=50K
18
Private
347,336
12th
8
Never-married
Other-service
Own-child
White
Male
0
0
12
United-States
<=50K
33
Private
205,950
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
40
United-States
<=50K
36
State-gov
212,143
Bachelors
13
Married-civ-spouse
Adm-clerical
Wife
White
Female
0
0
20
United-States
>50K
44
Private
187,821
Bachelors
13
Married-civ-spouse
Transport-moving
Husband
White
Male
0
0
55
United-States
<=50K
36
Private
250,807
11th
7
Never-married
Craft-repair
Not-in-family
Black
Female
0
0
40
United-States
<=50K
53
Private
291,755
Assoc-voc
11
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
40
United-States
<=50K
60
Private
36,077
7th-8th
4
Married-spouse-absent
Machine-op-inspct
Not-in-family
White
Male
0
0
40
United-States
<=50K
28
Private
119,793
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
40
Portugal
<=50K
36
Private
184,655
10th
6
Divorced
Transport-moving
Unmarried
White
Male
0
0
48
United-States
<=50K
35
Private
162,256
Assoc-voc
11
Divorced
Adm-clerical
Not-in-family
White
Female
6,849
0
40
United-States
<=50K
45
Self-emp-not-inc
204,405
Assoc-voc
11
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
20
United-States
<=50K
23
Private
133,355
Some-college
10
Never-married
Adm-clerical
Own-child
White
Male
0
0
15
United-States
<=50K
35
Private
89,559
Some-college
10
Divorced
Adm-clerical
Unmarried
White
Female
0
0
55
United-States
<=50K
34
Private
115,066
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
42
United-States
>50K
46
Private
139,514
Preschool
1
Married-civ-spouse
Machine-op-inspct
Other-relative
Black
Male
0
0
75
Dominican-Republic
<=50K
58
State-gov
200,316
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
40
United-States
<=50K
55
Local-gov
166,502
Masters
14
Never-married
Prof-specialty
Not-in-family
White
Female
0
0
45
United-States
<=50K
63
Private
226,422
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
40
United-States
<=50K
41
Self-emp-not-inc
251,305
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
0
0
40
United-States
<=50K
45
Private
190,482
Assoc-voc
11
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
76
United-States
<=50K
41
Private
122,215
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
40
United-States
>50K
42
Private
248,356
HS-grad
9
Never-married
Sales
Unmarried
White
Female
0
0
40
United-States
<=50K
90
Local-gov
214,594
7th-8th
4
Married-civ-spouse
Protective-serv
Husband
White
Male
2,653
0
40
United-States
<=50K
41
Private
220,460
HS-grad
9
Never-married
Sales
Own-child
White
Male
0
0
40
United-States
<=50K
22
Private
174,043
HS-grad
9
Never-married
Craft-repair
Not-in-family
White
Male
0
0
50
United-States
<=50K
53
Self-emp-not-inc
137,547
Prof-school
15
Never-married
Prof-specialty
Not-in-family
Asian-Pac-Islander
Male
27,828
0
40
Philippines
>50K
49
Self-emp-not-inc
111,959
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
60
Scotland
>50K
51
Private
40,641
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
60
United-States
>50K
22
Private
205,940
Bachelors
13
Never-married
Exec-managerial
Not-in-family
White
Female
0
0
40
United-States
<=50K
23
Private
265,077
Assoc-voc
11
Never-married
Other-service
Not-in-family
White
Female
0
0
40
United-States
<=50K
59
Private
395,736
HS-grad
9
Married-civ-spouse
Handlers-cleaners
Husband
White
Male
0
0
40
United-States
>50K
40
Private
306,225
HS-grad
9
Divorced
Craft-repair
Not-in-family
Asian-Pac-Islander
Female
0
0
40
Japan
<=50K
28
Private
180,299
HS-grad
9
Married-civ-spouse
Transport-moving
Husband
White
Male
0
0
70
United-States
<=50K
39
Private
214,896
HS-grad
9
Separated
Other-service
Not-in-family
White
Female
0
0
40
El-Salvador
<=50K
25
Private
273,792
HS-grad
9
Never-married
Craft-repair
Own-child
White
Male
0
0
37
United-States
<=50K
48
State-gov
224,474
Some-college
10
Divorced
Exec-managerial
Not-in-family
White
Female
0
0
40
United-States
<=50K
62
Private
271,431
9th
5
Married-civ-spouse
Other-service
Husband
Black
Male
0
0
42
United-States
<=50K
44
Local-gov
150,171
HS-grad
9
Divorced
Adm-clerical
Unmarried
White
Female
0
0
40
United-States
<=50K
28
Federal-gov
381,789
Bachelors
13
Never-married
Prof-specialty
Not-in-family
White
Male
0
0
50
United-States
<=50K
62
Private
170,984
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
45
United-States
<=50K
32
Private
108,256
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
40
United-States
<=50K
59
Federal-gov
23,789
HS-grad
9
Married-civ-spouse
Sales
Wife
White
Female
0
0
40
United-States
>50K
20
Private
176,321
Some-college
10
Never-married
Adm-clerical
Other-relative
White
Female
0
0
20
United-States
<=50K
40
Private
260,425
Assoc-acdm
12
Separated
Tech-support
Unmarried
White
Female
1,471
0
32
United-States
<=50K
47
Private
248,059
Some-college
10
Married-civ-spouse
Other-service
Husband
White
Male
0
0
47
United-States
>50K
60
Private
56,248
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
0
0
40
United-States
<=50K
55
Private
199,763
HS-grad
9
Separated
Protective-serv
Not-in-family
White
Male
0
0
81
United-States
<=50K
18
Private
200,047
12th
8
Never-married
Adm-clerical
Own-child
White
Male
0
0
35
United-States
<=50K
43
Private
191,712
Bachelors
13
Never-married
Adm-clerical
Not-in-family
White
Male
0
1,741
40
United-States
<=50K
31
Self-emp-not-inc
156,033
HS-grad
9
Divorced
Other-service
Not-in-family
White
Male
0
0
35
United-States
<=50K
22
Private
173,736
HS-grad
9
Never-married
Craft-repair
Not-in-family
White
Male
0
0
50
United-States
<=50K
56
Private
135,458
HS-grad
9
Divorced
Tech-support
Not-in-family
Black
Female
0
0
40
United-States
<=50K
41
Private
185,660
HS-grad
9
Separated
Adm-clerical
Unmarried
White
Female
0
0
40
United-States
<=50K
24
Private
222,005
HS-grad
9
Never-married
Other-service
Other-relative
White
Male
0
0
30
United-States
<=50K
42
Private
161,510
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
7,298
0
40
United-States
>50K