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
41
Self-emp-not-inc
204,235
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
50
United-States
>50K
31
Private
39,054
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
20
United-States
<=50K
64
Self-emp-inc
272,531
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
40
United-States
>50K
45
Private
358,701
12th
8
Never-married
Other-service
Own-child
White
Male
0
0
10
Mexico
<=50K
47
Private
217,750
HS-grad
9
Married-civ-spouse
Other-service
Wife
White
Female
0
0
35
United-States
<=50K
22
Private
200,374
HS-grad
9
Never-married
Machine-op-inspct
Other-relative
White
Male
0
0
35
United-States
<=50K
24
Private
498,349
Bachelors
13
Never-married
Transport-moving
Unmarried
Black
Female
0
0
40
United-States
<=50K
69
State-gov
170,458
HS-grad
9
Married-civ-spouse
Other-service
Husband
White
Male
0
0
20
United-States
<=50K
40
Self-emp-not-inc
57,233
Assoc-voc
11
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
40
United-States
>50K
45
Private
188,432
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
40
United-States
<=50K
31
Private
225,779
HS-grad
9
Never-married
Machine-op-inspct
Not-in-family
White
Female
0
0
40
United-States
<=50K
48
Private
46,677
Assoc-acdm
12
Divorced
Exec-managerial
Unmarried
White
Female
0
0
42
United-States
<=50K
41
Private
227,968
Bachelors
13
Married-civ-spouse
Prof-specialty
Wife
Black
Female
0
0
35
Haiti
>50K
34
Private
85,355
Bachelors
13
Never-married
Adm-clerical
Own-child
White
Male
0
0
40
United-States
<=50K
48
Private
207,120
Some-college
10
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
40
United-States
<=50K
20
Private
224,640
Assoc-acdm
12
Never-married
Exec-managerial
Own-child
White
Female
0
0
40
United-States
<=50K
39
Private
139,012
Bachelors
13
Married-civ-spouse
Adm-clerical
Husband
Asian-Pac-Islander
Male
0
0
40
Philippines
>50K
40
Federal-gov
130,749
Some-college
10
Divorced
Exec-managerial
Not-in-family
Black
Female
0
0
40
United-States
<=50K
28
Private
204,516
10th
6
Never-married
Transport-moving
Not-in-family
White
Male
0
0
45
United-States
<=50K
20
Private
105,479
Some-college
10
Never-married
Sales
Not-in-family
White
Female
0
0
25
United-States
<=50K
41
Private
197,093
Bachelors
13
Divorced
Prof-specialty
Not-in-family
Black
Male
0
0
40
United-States
<=50K
49
Self-emp-inc
431,245
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
0
0
50
United-States
>50K
24
Private
155,150
HS-grad
9
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
0
0
40
United-States
<=50K
35
State-gov
216,035
HS-grad
9
Married-civ-spouse
Protective-serv
Husband
White
Male
0
0
40
United-States
<=50K
22
Private
388,247
Some-college
10
Never-married
Sales
Own-child
White
Male
0
0
40
United-States
<=50K
23
Private
208,908
Bachelors
13
Never-married
Other-service
Not-in-family
White
Female
0
0
30
United-States
<=50K
23
Private
259,301
HS-grad
9
Divorced
Exec-managerial
Unmarried
White
Female
0
0
40
United-States
<=50K
34
Private
167,893
Some-college
10
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
64
United-States
>50K
54
Private
146,551
HS-grad
9
Married-civ-spouse
Adm-clerical
Husband
White
Male
0
0
54
United-States
>50K
48
Private
238,360
Bachelors
13
Separated
Adm-clerical
Unmarried
Asian-Pac-Islander
Female
0
0
40
Philippines
<=50K
38
Private
187,748
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
40
United-States
>50K
48
State-gov
50,748
Bachelors
13
Divorced
Adm-clerical
Unmarried
White
Female
0
0
40
United-States
<=50K
22
Private
50,136
5th-6th
3
Married-civ-spouse
Other-service
Husband
White
Male
0
0
40
El-Salvador
<=50K
42
Private
111,483
Bachelors
13
Married-civ-spouse
Tech-support
Husband
White
Male
0
0
50
United-States
>50K
31
Private
298,871
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
Asian-Pac-Islander
Male
0
0
40
China
<=50K
27
Private
147,340
HS-grad
9
Never-married
Other-service
Not-in-family
White
Female
0
0
50
United-States
>50K
44
Federal-gov
243,636
Assoc-voc
11
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
40
United-States
>50K
42
Local-gov
194,417
Some-college
10
Married-civ-spouse
Protective-serv
Husband
White
Male
0
0
40
United-States
>50K
24
Private
236,696
Bachelors
13
Never-married
Exec-managerial
Not-in-family
White
Male
0
0
40
United-States
<=50K
38
Private
337,130
1st-4th
2
Married-spouse-absent
Craft-repair
Not-in-family
White
Male
0
0
40
Mexico
<=50K
29
Private
273,051
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
52
Yugoslavia
>50K
38
Private
186,191
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
55
United-States
<=50K
33
Private
268,451
Some-college
10
Divorced
Exec-managerial
Unmarried
White
Female
0
0
40
United-States
<=50K
61
Private
154,600
HS-grad
9
Married-civ-spouse
Other-service
Wife
White
Female
0
0
4
United-States
<=50K
49
Local-gov
405,309
Assoc-voc
11
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
40
United-States
>50K
51
Self-emp-not-inc
99,185
Assoc-acdm
12
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
40
United-States
>50K
42
Private
191,765
HS-grad
9
Divorced
Other-service
Other-relative
Black
Female
0
0
35
United-States
<=50K
21
Private
253,583
HS-grad
9
Never-married
Handlers-cleaners
Own-child
White
Male
0
0
40
United-States
<=50K
29
?
297,054
HS-grad
9
Divorced
?
Not-in-family
White
Male
0
0
40
United-States
<=50K
54
Private
204,397
Some-college
10
Married-civ-spouse
Farming-fishing
Husband
White
Male
0
0
50
United-States
<=50K
23
Private
288,771
Some-college
10
Never-married
Adm-clerical
Not-in-family
White
Female
0
0
30
United-States
<=50K
52
Private
173,987
10th
6
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
40
United-States
<=50K
23
Private
91,658
Some-college
10
Divorced
Handlers-cleaners
Own-child
White
Male
0
0
40
United-States
<=50K
43
Private
226,902
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
0
0
80
United-States
>50K
45
Private
232,586
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
50
United-States
>50K
51
Self-emp-not-inc
291,755
7th-8th
4
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
42
United-States
<=50K
29
?
207,032
HS-grad
9
Married-spouse-absent
?
Unmarried
Black
Female
0
0
42
Haiti
<=50K
23
Private
161,478
Some-college
10
Never-married
Sales
Own-child
Asian-Pac-Islander
Female
0
0
40
United-States
<=50K
73
Self-emp-not-inc
109,833
Bachelors
13
Married-civ-spouse
Farming-fishing
Husband
White
Male
0
0
30
United-States
<=50K
47
Self-emp-not-inc
229,394
11th
7
Divorced
Exec-managerial
Unmarried
White
Female
0
0
55
United-States
<=50K
61
?
69,285
HS-grad
9
Married-civ-spouse
?
Husband
White
Male
0
0
37
United-States
<=50K
26
Private
491,862
Assoc-voc
11
Never-married
Exec-managerial
Not-in-family
Black
Female
0
0
40
United-States
<=50K
40
Private
311,534
HS-grad
9
Married-civ-spouse
Handlers-cleaners
Husband
White
Male
0
0
40
United-States
>50K
32
Self-emp-not-inc
420,895
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
0
0
47
United-States
<=50K
39
Private
226,374
10th
6
Divorced
Other-service
Unmarried
Black
Female
0
0
40
United-States
<=50K
33
Federal-gov
101,345
Bachelors
13
Never-married
Prof-specialty
Not-in-family
White
Female
0
0
40
United-States
<=50K
35
Private
48,779
HS-grad
9
Married-civ-spouse
Farming-fishing
Husband
White
Male
0
0
35
United-States
<=50K
42
Private
152,676
HS-grad
9
Divorced
Exec-managerial
Own-child
White
Male
0
0
40
United-States
<=50K
46
Private
164,877
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
44
United-States
<=50K
33
Private
97,521
HS-grad
9
Never-married
Adm-clerical
Own-child
White
Male
0
0
40
United-States
<=50K
47
Private
88,564
5th-6th
3
Never-married
Machine-op-inspct
Own-child
White
Male
0
0
20
United-States
<=50K
33
Private
188,246
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
40
United-States
<=50K
26
Private
189,185
HS-grad
9
Divorced
Adm-clerical
Own-child
White
Female
0
0
40
United-States
<=50K
42
State-gov
163,069
Some-college
10
Divorced
Adm-clerical
Unmarried
Black
Female
0
0
40
United-States
<=50K
28
Private
251,905
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
50
United-States
<=50K
29
Private
112,403
5th-6th
3
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
0
0
40
?
<=50K
18
Private
36,882
12th
8
Never-married
Sales
Own-child
White
Female
0
0
20
United-States
<=50K
33
Self-emp-not-inc
195,891
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
45
United-States
<=50K
36
Private
194,905
Bachelors
13
Widowed
Prof-specialty
Unmarried
White
Female
0
0
44
United-States
<=50K
40
Private
31,621
HS-grad
9
Married-spouse-absent
Adm-clerical
Unmarried
White
Female
0
0
40
United-States
<=50K
40
Private
196,029
HS-grad
9
Divorced
Transport-moving
Unmarried
White
Male
0
0
45
United-States
<=50K
36
Private
107,302
HS-grad
9
Married-civ-spouse
Tech-support
Husband
White
Male
0
0
50
United-States
<=50K
45
Private
151,267
Bachelors
13
Never-married
Adm-clerical
Not-in-family
Black
Female
0
0
40
United-States
>50K
52
Private
256,861
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
50
United-States
<=50K
24
Private
82,777
HS-grad
9
Separated
Machine-op-inspct
Not-in-family
White
Male
0
0
40
United-States
<=50K
30
Private
147,430
HS-grad
9
Married-spouse-absent
Adm-clerical
Not-in-family
White
Female
0
0
40
United-States
<=50K
28
?
60,726
HS-grad
9
Never-married
?
Own-child
Black
Male
0
0
40
United-States
<=50K
46
Self-emp-not-inc
165,754
Doctorate
16
Never-married
Prof-specialty
Not-in-family
White
Female
0
0
45
United-States
<=50K
36
Private
448,337
HS-grad
9
Separated
Sales
Unmarried
Black
Female
0
0
40
United-States
<=50K
48
Private
185,079
HS-grad
9
Never-married
Exec-managerial
Not-in-family
White
Female
0
0
50
United-States
<=50K
36
Private
418,702
Assoc-voc
11
Divorced
Adm-clerical
Unmarried
White
Female
0
0
40
United-States
<=50K
48
Private
41,504
HS-grad
9
Married-civ-spouse
Transport-moving
Husband
White
Male
0
0
40
United-States
>50K
18
Private
261,720
HS-grad
9
Never-married
Adm-clerical
Not-in-family
White
Female
0
0
40
United-States
<=50K
38
Private
133,963
Bachelors
13
Divorced
Prof-specialty
Not-in-family
White
Female
0
0
50
United-States
>50K
66
?
357,750
11th
7
Widowed
?
Not-in-family
Black
Female
0
0
40
United-States
<=50K
38
Private
60,135
HS-grad
9
Never-married
Transport-moving
Not-in-family
White
Female
0
0
40
United-States
<=50K
55
Self-emp-not-inc
308,746
Prof-school
15
Widowed
Prof-specialty
Not-in-family
White
Male
0
0
55
United-States
>50K
27
Private
278,720
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
45
United-States
>50K
22
State-gov
477,505
Assoc-acdm
12
Never-married
Adm-clerical
Not-in-family
White
Male
0
0
40
United-States
<=50K
29
Private
164,711
Some-college
10
Never-married
Handlers-cleaners
Other-relative
White
Male
0
0
40
United-States
<=50K