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
35
?
35,854
Some-college
10
Never-married
?
Own-child
White
Female
0
0
40
United-States
<=50K
26
Private
746,432
HS-grad
9
Never-married
Handlers-cleaners
Own-child
Black
Male
0
0
48
United-States
<=50K
47
Self-emp-not-inc
258,498
Some-college
10
Married-civ-spouse
Other-service
Wife
White
Female
0
0
52
United-States
<=50K
44
Private
176,063
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
45
United-States
<=50K
80
Self-emp-not-inc
26,865
7th-8th
4
Never-married
Farming-fishing
Unmarried
White
Male
0
0
20
United-States
<=50K
55
Private
104,724
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
40
United-States
>50K
43
Private
346,321
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
45
United-States
>50K
49
Private
402,462
Bachelors
13
Married-spouse-absent
Transport-moving
Unmarried
White
Male
0
0
30
Columbia
<=50K
27
Private
153,078
Prof-school
15
Never-married
Prof-specialty
Own-child
Asian-Pac-Islander
Male
0
0
40
United-States
<=50K
39
Private
451,059
9th
5
Married-civ-spouse
Handlers-cleaners
Husband
White
Male
0
0
40
United-States
<=50K
36
?
229,533
HS-grad
9
Married-civ-spouse
?
Husband
White
Male
0
0
40
United-States
<=50K
32
Private
106,437
HS-grad
9
Separated
Adm-clerical
Unmarried
White
Female
0
0
40
United-States
<=50K
58
Local-gov
294,313
Some-college
10
Married-civ-spouse
Adm-clerical
Wife
Black
Female
0
0
55
United-States
<=50K
63
Private
67,903
9th
5
Separated
Farming-fishing
Not-in-family
Black
Male
0
0
40
United-States
<=50K
49
Private
133,669
Some-college
10
Married-civ-spouse
Adm-clerical
Husband
White
Male
0
0
40
United-States
>50K
36
Self-emp-inc
251,730
Some-college
10
Married-civ-spouse
Protective-serv
Husband
White
Male
0
0
60
United-States
>50K
46
Private
72,896
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
50
United-States
<=50K
39
Private
206,520
HS-grad
9
Never-married
Adm-clerical
Not-in-family
White
Male
0
0
45
United-States
<=50K
33
Private
72,338
Prof-school
15
Married-civ-spouse
Exec-managerial
Husband
Asian-Pac-Islander
Male
0
0
65
Japan
>50K
30
Private
236,543
Some-college
10
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
68
United-States
<=50K
39
Local-gov
43,702
Assoc-voc
11
Married-civ-spouse
Adm-clerical
Wife
White
Female
0
0
37
United-States
<=50K
44
Private
335,248
Some-college
10
Divorced
Adm-clerical
Not-in-family
White
Female
0
0
40
United-States
<=50K
27
Private
198,197
Bachelors
13
Never-married
Tech-support
Not-in-family
White
Male
0
0
45
United-States
<=50K
80
?
281,768
Assoc-acdm
12
Married-civ-spouse
?
Husband
White
Male
0
0
4
United-States
<=50K
31
Private
160,594
Assoc-acdm
12
Never-married
Prof-specialty
Own-child
White
Male
0
0
3
United-States
<=50K
34
Local-gov
231,826
HS-grad
9
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
40
El-Salvador
<=50K
28
Private
188,171
Assoc-acdm
12
Never-married
Transport-moving
Own-child
White
Male
0
0
60
United-States
<=50K
55
Private
125,000
HS-grad
9
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
0
0
40
United-States
>50K
36
Private
166,509
HS-grad
9
Divorced
Craft-repair
Not-in-family
White
Female
0
0
40
United-States
<=50K
67
Local-gov
204,123
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
10
United-States
<=50K
53
Self-emp-inc
220,786
Some-college
10
Widowed
Sales
Not-in-family
White
Female
0
0
60
United-States
<=50K
29
Local-gov
152,461
Bachelors
13
Never-married
Tech-support
Not-in-family
White
Female
0
0
42
United-States
<=50K
19
Private
223,669
Some-college
10
Never-married
Other-service
Own-child
White
Male
0
0
30
United-States
<=50K
51
Private
120,270
Assoc-voc
11
Married-civ-spouse
Sales
Husband
White
Male
0
0
40
United-States
>50K
21
Self-emp-not-inc
304,602
Assoc-voc
11
Never-married
Farming-fishing
Own-child
White
Male
0
0
98
United-States
<=50K
54
Private
24,108
Some-college
10
Separated
Exec-managerial
Not-in-family
White
Female
0
0
40
United-States
<=50K
41
Private
93,885
Some-college
10
Divorced
Sales
Unmarried
White
Female
0
0
48
United-States
<=50K
28
Private
210,765
HS-grad
9
Never-married
Craft-repair
Own-child
White
Male
0
0
40
United-States
<=50K
31
Private
191,276
Assoc-voc
11
Divorced
Handlers-cleaners
Unmarried
White
Female
0
0
40
United-States
<=50K
82
Self-emp-not-inc
71,438
HS-grad
9
Married-civ-spouse
Farming-fishing
Husband
White
Male
0
0
20
United-States
<=50K
23
Private
330,571
Bachelors
13
Never-married
Prof-specialty
Not-in-family
White
Female
0
0
16
United-States
<=50K
40
Local-gov
138,634
HS-grad
9
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
40
United-States
<=50K
35
Private
112,264
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
0
0
50
United-States
<=50K
24
Private
205,865
HS-grad
9
Never-married
Sales
Unmarried
White
Male
0
0
45
United-States
<=50K
21
Private
224,640
Some-college
10
Never-married
Sales
Own-child
White
Female
0
0
40
United-States
<=50K
27
Private
180,758
Some-college
10
Married-civ-spouse
Handlers-cleaners
Husband
White
Male
0
0
30
United-States
<=50K
29
?
499,935
Assoc-voc
11
Never-married
?
Unmarried
White
Female
0
0
40
United-States
<=50K
40
Self-emp-not-inc
107,762
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
45
United-States
<=50K
17
Private
214,787
12th
8
Never-married
Adm-clerical
Own-child
White
Female
0
0
25
United-States
<=50K
27
Private
211,032
1st-4th
2
Never-married
Craft-repair
Not-in-family
White
Male
0
0
40
Mexico
<=50K
34
Private
208,353
HS-grad
9
Never-married
Machine-op-inspct
Own-child
White
Male
0
0
40
United-States
<=50K
18
Private
157,273
10th
6
Never-married
Other-service
Other-relative
Black
Male
0
0
15
United-States
<=50K
39
Private
75,891
Bachelors
13
Divorced
Tech-support
Unmarried
White
Female
0
0
40
United-States
<=50K
34
Self-emp-inc
177,675
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
65
United-States
>50K
44
Private
182,370
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
40
United-States
<=50K
18
?
200,525
11th
7
Never-married
?
Own-child
White
Female
0
0
25
United-States
<=50K
28
Private
95,566
1st-4th
2
Married-spouse-absent
Other-service
Own-child
Other
Female
0
0
35
Dominican-Republic
<=50K
30
Private
30,290
HS-grad
9
Never-married
Machine-op-inspct
Not-in-family
White
Female
0
0
40
United-States
<=50K
60
Private
240,951
HS-grad
9
Divorced
Adm-clerical
Other-relative
White
Female
0
0
40
United-States
<=50K
58
Private
183,810
HS-grad
9
Married-civ-spouse
Other-service
Husband
White
Male
0
0
24
United-States
<=50K
49
Private
94,342
Bachelors
13
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
60
United-States
<=50K
61
Self-emp-inc
148,577
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
0
0
55
United-States
>50K
27
Private
103,634
HS-grad
9
Divorced
Adm-clerical
Not-in-family
White
Male
0
0
38
United-States
<=50K
59
Self-emp-not-inc
83,542
Assoc-acdm
12
Divorced
Tech-support
Not-in-family
White
Male
0
0
40
United-States
<=50K
52
Federal-gov
76,131
Some-college
10
Married-civ-spouse
Exec-managerial
Wife
Asian-Pac-Islander
Female
0
0
40
United-States
>50K
42
Federal-gov
262,402
Bachelors
13
Never-married
Exec-managerial
Not-in-family
White
Female
0
0
40
United-States
<=50K
27
Private
198,286
Some-college
10
Never-married
Other-service
Not-in-family
White
Female
0
0
34
United-States
<=50K
41
Self-emp-inc
145,441
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
50
United-States
>50K
35
?
273,558
Some-college
10
Never-married
?
Not-in-family
Black
Male
0
0
30
United-States
<=50K
50
Local-gov
117,496
Bachelors
13
Married-civ-spouse
Prof-specialty
Wife
White
Female
0
0
24
United-States
<=50K
36
Private
128,876
10th
6
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
40
United-States
<=50K
21
Private
199,698
HS-grad
9
Never-married
Farming-fishing
Own-child
White
Male
0
0
45
United-States
<=50K
38
Private
65,390
Assoc-acdm
12
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
45
United-States
<=50K
46
Private
128,645
Some-college
10
Divorced
Prof-specialty
Not-in-family
White
Female
0
0
40
United-States
<=50K
59
Private
53,481
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
0
0
50
United-States
<=50K
55
Private
92,215
HS-grad
9
Never-married
Adm-clerical
Not-in-family
White
Female
0
0
45
United-States
<=50K
59
Self-emp-inc
187,502
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
50
United-States
>50K
38
Private
242,080
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
0
0
55
United-States
>50K
22
Private
41,837
Some-college
10
Never-married
Transport-moving
Own-child
White
Male
0
0
25
United-States
<=50K
28
Private
291,374
12th
8
Never-married
Sales
Unmarried
Black
Female
0
0
40
United-States
<=50K
59
Private
159,008
Some-college
10
Married-civ-spouse
Protective-serv
Husband
White
Male
0
0
56
United-States
<=50K
37
Private
271,013
HS-grad
9
Divorced
Handlers-cleaners
Not-in-family
White
Male
0
0
40
United-States
<=50K
33
Private
199,046
Bachelors
13
Never-married
Sales
Not-in-family
White
Female
0
0
40
United-States
<=50K
34
Private
164,280
10th
6
Married-civ-spouse
Handlers-cleaners
Husband
White
Male
0
0
40
Portugal
<=50K
55
Private
100,054
10th
6
Never-married
Other-service
Not-in-family
White
Male
0
0
40
United-States
<=50K
18
Private
183,824
12th
8
Never-married
Other-service
Own-child
White
Male
0
0
30
United-States
<=50K
48
Private
313,925
Assoc-acdm
12
Married-civ-spouse
Prof-specialty
Wife
White
Female
0
0
30
United-States
>50K
48
Private
379,883
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
40
Cuba
>50K
70
?
92,593
Some-college
10
Widowed
?
Not-in-family
White
Female
0
0
25
United-States
<=50K
27
Private
189,777
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
40
United-States
<=50K
43
Private
198,330
Masters
14
Widowed
Prof-specialty
Unmarried
Black
Female
0
0
37
United-States
<=50K
32
Private
127,451
Some-college
10
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
38
United-States
>50K
62
?
31,577
HS-grad
9
Married-civ-spouse
?
Husband
White
Male
0
0
18
United-States
<=50K
18
?
90,230
HS-grad
9
Never-married
?
Own-child
White
Male
0
0
20
United-States
<=50K
50
Private
301,024
Bachelors
13
Separated
Sales
Not-in-family
White
Male
0
0
40
United-States
>50K
38
Self-emp-not-inc
175,732
HS-grad
9
Never-married
Craft-repair
Not-in-family
Amer-Indian-Eskimo
Male
0
0
15
United-States
<=50K
18
Private
218,889
9th
5
Never-married
Other-service
Own-child
Black
Male
0
0
35
United-States
<=50K
46
Private
117,605
9th
5
Divorced
Sales
Not-in-family
White
Male
0
0
35
United-States
<=50K
26
Private
154,571
Some-college
10
Never-married
Machine-op-inspct
Not-in-family
Asian-Pac-Islander
Male
0
0
45
United-States
>50K
44
Private
228,057
7th-8th
4
Married-civ-spouse
Machine-op-inspct
Wife
White
Female
0
0
40
Dominican-Republic
<=50K