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
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
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
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
52
Local-gov
143,533
7th-8th
4
Never-married
Other-service
Other-relative
Black
Female
0
0
40
United-States
<=50K
42
Private
288,154
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
89
United-States
>50K
48
Private
325,372
1st-4th
2
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
0
0
40
Portugal
<=50K
35
Private
379,959
HS-grad
9
Divorced
Other-service
Not-in-family
White
Female
0
0
40
United-States
<=50K
33
Private
168,387
11th
7
Married-civ-spouse
Other-service
Husband
White
Male
0
0
40
United-States
<=50K
20
Private
234,640
Some-college
10
Never-married
Adm-clerical
Own-child
White
Female
0
0
40
United-States
<=50K
33
Private
232,475
Some-college
10
Never-married
Sales
Own-child
White
Male
0
0
45
United-States
<=50K
30
Private
205,152
Bachelors
13
Never-married
Sales
Not-in-family
White
Male
0
0
40
United-States
<=50K
31
Private
112,115
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
0
0
40
United-States
<=50K
29
Private
183,854
HS-grad
9
Never-married
Sales
Not-in-family
White
Female
0
0
25
United-States
<=50K
26
Private
164,386
HS-grad
9
Never-married
Craft-repair
Own-child
White
Male
0
0
48
United-States
<=50K
61
Private
149,620
Some-college
10
Divorced
Other-service
Not-in-family
Black
Male
0
0
40
United-States
<=50K
45
Private
199,590
5th-6th
3
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
0
0
40
?
<=50K
29
Private
83,742
HS-grad
9
Divorced
Other-service
Unmarried
White
Female
0
0
45
United-States
<=50K
57
Self-emp-not-inc
65,080
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
50
United-States
>50K
20
Private
227,778
Some-college
10
Never-married
Sales
Not-in-family
White
Female
0
0
56
United-States
<=50K
26
Private
48,280
Bachelors
13
Never-married
Prof-specialty
Not-in-family
White
Female
0
0
40
United-States
<=50K
36
Private
66,304
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
55
United-States
>50K
23
Private
45,834
Bachelors
13
Never-married
Exec-managerial
Not-in-family
White
Female
0
0
50
United-States
<=50K
31
Private
298,995
HS-grad
9
Married-civ-spouse
Other-service
Wife
Black
Female
0
0
35
United-States
<=50K
47
Private
161,950
HS-grad
9
Divorced
Other-service
Unmarried
White
Female
0
0
32
United-States
<=50K
61
Private
98,776
11th
7
Widowed
Handlers-cleaners
Not-in-family
White
Female
0
0
30
United-States
<=50K
35
Private
102,268
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
45
United-States
<=50K
23
Private
180,771
1st-4th
2
Married-civ-spouse
Machine-op-inspct
Wife
Amer-Indian-Eskimo
Female
0
0
35
Mexico
<=50K
20
?
203,992
HS-grad
9
Never-married
?
Own-child
White
Male
0
0
40
United-States
<=50K
41
Private
206,878
HS-grad
9
Divorced
Other-service
Unmarried
White
Female
0
0
32
United-States
<=50K
39
Federal-gov
110,622
Bachelors
13
Married-civ-spouse
Adm-clerical
Wife
Asian-Pac-Islander
Female
0
0
40
Philippines
<=50K
51
Local-gov
203,334
Doctorate
16
Divorced
Exec-managerial
Not-in-family
White
Female
0
0
45
United-States
>50K
61
Self-emp-not-inc
50,483
7th-8th
4
Married-civ-spouse
Farming-fishing
Husband
White
Male
0
0
56
United-States
<=50K
51
Private
274,502
7th-8th
4
Divorced
Machine-op-inspct
Not-in-family
White
Female
0
0
48
United-States
<=50K
36
Private
208,068
Preschool
1
Divorced
Other-service
Not-in-family
Other
Male
0
0
72
Mexico
<=50K
41
Self-emp-not-inc
168,098
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
50
United-States
<=50K
25
Private
175,128
HS-grad
9
Married-civ-spouse
Transport-moving
Husband
White
Male
0
0
40
United-States
<=50K
37
Private
40,955
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
50
United-States
>50K
19
Private
60,890
HS-grad
9
Never-married
Craft-repair
Not-in-family
White
Male
0
0
49
United-States
<=50K
66
Self-emp-not-inc
102,686
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
20
United-States
>50K
23
Private
190,273
Bachelors
13
Never-married
Prof-specialty
Own-child
White
Male
0
0
40
United-States
<=50K
30
Self-emp-not-inc
176,185
Some-college
10
Married-spouse-absent
Craft-repair
Own-child
White
Male
0
0
60
United-States
>50K
25
Private
390,657
Some-college
10
Never-married
Other-service
Not-in-family
Black
Male
0
0
40
United-States
<=50K
51
Private
101,432
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
40
United-States
<=50K
53
Private
158,993
HS-grad
9
Widowed
Machine-op-inspct
Unmarried
Black
Female
0
0
38
United-States
<=50K
17
Private
117,798
10th
6
Never-married
Other-service
Own-child
White
Male
0
0
20
United-States
<=50K
61
Private
137,554
7th-8th
4
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
40
United-States
<=50K
44
Self-emp-inc
71,556
Masters
14
Married-civ-spouse
Sales
Husband
White
Male
0
0
50
?
>50K
38
Private
257,416
9th
5
Married-civ-spouse
Transport-moving
Husband
Black
Male
0
0
40
United-States
<=50K
40
Private
195,617
Some-college
10
Separated
Exec-managerial
Unmarried
White
Female
0
0
20
United-States
<=50K
32
Private
236,318
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
0
0
32
United-States
<=50K
46
Private
42,251
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
0
0
45
United-States
>50K
50
Private
257,933
Some-college
10
Divorced
Adm-clerical
Not-in-family
White
Female
0
0
40
United-States
<=50K
36
Self-emp-not-inc
109,133
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
0
0
50
United-States
>50K
30
Self-emp-not-inc
261,943
11th
7
Married-spouse-absent
Craft-repair
Not-in-family
White
Male
0
0
30
Honduras
<=50K
33
Private
139,057
Masters
14
Married-civ-spouse
Tech-support
Husband
Asian-Pac-Islander
Male
0
0
50
United-States
>50K
85
Private
98,611
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
3
Poland
<=50K
62
Private
128,092
HS-grad
9
Widowed
Adm-clerical
Not-in-family
White
Female
0
0
32
United-States
<=50K
24
Private
284,317
Bachelors
13
Never-married
Machine-op-inspct
Not-in-family
White
Female
0
0
32
United-States
<=50K
58
Local-gov
223,214
HS-grad
9
Married-civ-spouse
Other-service
Husband
White
Male
0
0
40
United-States
<=50K
45
Self-emp-inc
173,664
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
45
United-States
>50K
66
Private
269,665
HS-grad
9
Widowed
Exec-managerial
Not-in-family
White
Female
0
0
25
United-States
<=50K
55
Private
199,713
9th
5
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
48
United-States
<=50K
39
Self-emp-not-inc
193,689
HS-grad
9
Never-married
Exec-managerial
Not-in-family
White
Male
0
0
65
United-States
<=50K
58
Self-emp-inc
181,974
Doctorate
16
Never-married
Prof-specialty
Not-in-family
White
Female
0
0
99
?
<=50K
50
Private
485,710
Doctorate
16
Divorced
Prof-specialty
Not-in-family
White
Female
0
0
50
United-States
<=50K
28
Private
185,647
Some-college
10
Divorced
Handlers-cleaners
Not-in-family
White
Male
0
0
50
United-States
<=50K
34
Private
30,673
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
55
United-States
<=50K
36
Private
186,819
Assoc-acdm
12
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
52
United-States
>50K
22
Private
67,234
HS-grad
9
Never-married
Handlers-cleaners
Unmarried
White
Male
0
0
45
United-States
<=50K
35
Private
30,673
12th
8
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
84
United-States
<=50K
49
?
114,648
12th
8
Divorced
?
Other-relative
Black
Male
0
0
40
United-States
<=50K
21
Private
182,117
Assoc-acdm
12
Never-married
Other-service
Own-child
White
Male
0
0
40
United-States
<=50K
64
State-gov
222,966
7th-8th
4
Married-civ-spouse
Other-service
Wife
Black
Female
0
0
40
United-States
<=50K
41
Private
201,495
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
40
United-States
>50K
52
Private
301,229
Assoc-voc
11
Separated
Sales
Unmarried
White
Female
0
0
40
United-States
<=50K
32
Private
157,747
Some-college
10
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
40
United-States
<=50K
27
Private
155,382
Some-college
10
Never-married
Other-service
Not-in-family
White
Female
0
0
25
United-States
<=50K
48
Private
268,083
Some-college
10
Divorced
Exec-managerial
Not-in-family
White
Female
0
0
40
United-States
<=50K
28
Private
113,987
HS-grad
9
Married-civ-spouse
Machine-op-inspct
Wife
White
Female
0
0
40
United-States
<=50K
24
Private
216,984
Some-college
10
Married-civ-spouse
Other-service
Own-child
Asian-Pac-Islander
Female
0
0
35
United-States
<=50K
51
Private
177,669
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
0
0
60
United-States
<=50K
32
Private
164,190
Some-college
10
Never-married
Exec-managerial
Own-child
White
Male
0
0
40
United-States
<=50K
61
Private
355,645
HS-grad
9
Married-civ-spouse
Sales
Husband
Black
Male
0
0
40
United-States
<=50K
60
?
134,152
9th
5
Divorced
?
Not-in-family
Black
Male
0
0
35
United-States
<=50K
33
Private
63,079
HS-grad
9
Divorced
Adm-clerical
Unmarried
Black
Female
0
0
40
United-States
<=50K
42
Self-emp-not-inc
217,597
HS-grad
9
Divorced
Sales
Own-child
White
Male
0
0
50
?
<=50K
24
Private
381,895
11th
7
Divorced
Machine-op-inspct
Unmarried
White
Female
0
0
40
United-States
<=50K