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
38
Federal-gov
37,683
Prof-school
15
Never-married
Prof-specialty
Not-in-family
Asian-Pac-Islander
Female
99,999
0
57
Canada
>50K
61
?
139,391
Some-college
10
Married-civ-spouse
?
Husband
White
Male
99,999
0
30
United-States
>50K
57
Self-emp-not-inc
95,280
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
99,999
0
45
United-States
>50K
42
Self-emp-not-inc
201,908
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
50
United-States
>50K
47
Private
354,148
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
48
United-States
>50K
51
Self-emp-not-inc
111,283
HS-grad
9
Divorced
Exec-managerial
Not-in-family
White
Female
99,999
0
35
United-States
>50K
42
Local-gov
175,642
Bachelors
13
Never-married
Adm-clerical
Not-in-family
White
Female
99,999
0
40
United-States
>50K
47
Self-emp-inc
181,130
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
50
United-States
>50K
74
Private
188,709
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
50
United-States
>50K
39
Private
190,297
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
55
United-States
>50K
43
Private
462,180
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
60
United-States
>50K
47
Private
181,307
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
99,999
0
60
United-States
>50K
52
Self-emp-not-inc
140,985
Bachelors
13
Married-civ-spouse
Adm-clerical
Wife
White
Female
99,999
0
30
United-States
>50K
69
?
323,016
Bachelors
13
Married-civ-spouse
?
Husband
White
Male
99,999
0
40
United-States
>50K
58
?
266,792
Some-college
10
Married-civ-spouse
?
Husband
White
Male
99,999
0
40
United-States
>50K
48
Private
108,557
Bachelors
13
Married-civ-spouse
Tech-support
Wife
White
Female
99,999
0
40
United-States
>50K
55
Self-emp-inc
392,325
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
99,999
0
60
United-States
>50K
50
Private
183,173
HS-grad
9
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
40
United-States
>50K
49
State-gov
423,222
Masters
14
Married-civ-spouse
Sales
Husband
White
Male
99,999
0
80
United-States
>50K
30
Self-emp-not-inc
115,932
HS-grad
9
Never-married
Craft-repair
Not-in-family
White
Male
99,999
0
50
United-States
>50K
52
Private
163,998
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
99,999
0
45
United-States
>50K
46
Private
28,419
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
50
United-States
>50K
58
Private
136,841
Bachelors
13
Married-civ-spouse
Prof-specialty
Wife
White
Female
99,999
0
35
United-States
>50K
59
Self-emp-not-inc
165,315
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
43
United-States
>50K
50
Self-emp-not-inc
401,118
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
99,999
0
50
United-States
>50K
40
Private
79,586
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
Asian-Pac-Islander
Male
99,999
0
40
?
>50K
43
Private
58,447
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
55
United-States
>50K
47
Private
246,739
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
55
United-States
>50K
65
Private
105,491
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
40
United-States
>50K
33
Private
134,886
Some-college
10
Never-married
Adm-clerical
Own-child
White
Female
99,999
0
30
United-States
>50K
53
Private
124,076
Doctorate
16
Married-civ-spouse
Prof-specialty
Wife
White
Female
99,999
0
37
United-States
>50K
42
Self-emp-not-inc
269,733
Masters
14
Married-civ-spouse
Sales
Husband
White
Male
99,999
0
80
United-States
>50K
69
Self-emp-not-inc
240,562
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
40
United-States
>50K
44
Self-emp-inc
120,277
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
45
United-States
>50K
44
Self-emp-not-inc
282,722
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
50
United-States
>50K
38
Self-emp-inc
478,829
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
50
United-States
>50K
39
Private
237,943
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
70
United-States
>50K
32
Private
553,405
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
99,999
0
50
United-States
>50K
41
Private
115,932
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
50
United-States
>50K
31
Private
100,252
Bachelors
13
Divorced
Other-service
Not-in-family
Asian-Pac-Islander
Male
99,999
0
70
United-States
>50K
50
Self-emp-not-inc
132,716
Prof-school
15
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
50
United-States
>50K
49
Private
187,454
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
99,999
0
65
United-States
>50K
29
Self-emp-not-inc
69,132
Prof-school
15
Divorced
Prof-specialty
Not-in-family
White
Male
99,999
0
60
United-States
>50K
48
Private
107,231
Prof-school
15
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
50
United-States
>50K
40
Local-gov
150,755
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
75
United-States
>50K
45
Private
148,995
Doctorate
16
Never-married
Prof-specialty
Not-in-family
White
Male
99,999
0
30
United-States
>50K
60
Private
166,330
HS-grad
9
Married-civ-spouse
Other-service
Wife
White
Female
99,999
0
40
United-States
>50K
49
Self-emp-inc
229,737
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
37
United-States
>50K
56
Self-emp-inc
98,418
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
40
United-States
>50K
45
Self-emp-inc
108,100
Bachelors
13
Married-civ-spouse
Exec-managerial
Wife
Asian-Pac-Islander
Female
99,999
0
25
?
>50K
71
Self-emp-inc
38,822
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
40
United-States
>50K
57
Self-emp-inc
376,230
Masters
14
Married-civ-spouse
Sales
Husband
White
Male
99,999
0
40
United-States
>50K
64
Self-emp-inc
185,912
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
35
United-States
>50K
41
Private
124,956
Bachelors
13
Separated
Prof-specialty
Not-in-family
Black
Female
99,999
0
60
United-States
>50K
49
Self-emp-not-inc
43,348
Doctorate
16
Never-married
Prof-specialty
Not-in-family
White
Male
99,999
0
70
United-States
>50K
55
Private
408,537
9th
5
Divorced
Craft-repair
Unmarried
White
Female
99,999
0
37
United-States
>50K
48
Self-emp-not-inc
107,231
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
50
United-States
>50K
40
Self-emp-not-inc
204,235
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
50
United-States
>50K
55
Private
115,439
Prof-school
15
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
40
United-States
>50K
44
Self-emp-inc
118,212
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
70
United-States
>50K
38
Private
227,945
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
65
United-States
>50K
34
Private
49,469
Bachelors
13
Never-married
Sales
Not-in-family
White
Male
99,999
0
50
United-States
>50K
37
Self-emp-not-inc
353,298
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
99,999
0
50
United-States
>50K
51
Self-emp-not-inc
120,781
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
Other
Male
99,999
0
70
India
>50K
65
Self-emp-inc
210,381
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
65
United-States
>50K
38
Self-emp-not-inc
194,534
Masters
14
Married-civ-spouse
Prof-specialty
Husband
Black
Male
99,999
0
60
United-States
>50K
65
Self-emp-inc
184,965
Doctorate
16
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
40
United-States
>50K
37
Private
171,150
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
99,999
0
60
United-States
>50K
38
Private
100,375
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
60
United-States
>50K
50
Self-emp-inc
190,333
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
55
United-States
>50K
55
Private
134,120
10th
6
Married-civ-spouse
Craft-repair
Husband
White
Male
99,999
0
40
United-States
>50K
38
Private
185,848
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
70
United-States
>50K
22
Self-emp-not-inc
214,014
Some-college
10
Never-married
Sales
Own-child
Black
Male
99,999
0
55
United-States
>50K
47
Private
155,664
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
55
United-States
>50K
43
Self-emp-inc
62,026
Prof-school
15
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
40
United-States
>50K
66
Private
115,498
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
55
?
>50K
47
Private
294,913
Prof-school
15
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
40
United-States
>50K
57
Local-gov
110,417
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
99,999
0
40
United-States
>50K
27
Private
211,032
Preschool
1
Married-civ-spouse
Farming-fishing
Other-relative
White
Male
41,310
0
24
Mexico
<=50K
63
Self-emp-not-inc
289,741
Masters
14
Married-civ-spouse
Farming-fishing
Husband
White
Male
41,310
0
50
United-States
<=50K
17
?
304,873
10th
6
Never-married
?
Own-child
White
Female
34,095
0
32
United-States
<=50K
18
Private
301,948
HS-grad
9
Never-married
Protective-serv
Own-child
White
Male
34,095
0
3
United-States
<=50K
19
Private
188,815
HS-grad
9
Never-married
Other-service
Own-child
White
Female
34,095
0
20
United-States
<=50K
55
Self-emp-not-inc
145,574
HS-grad
9
Divorced
Exec-managerial
Not-in-family
White
Male
34,095
0
60
United-States
<=50K
20
?
273,701
Some-college
10
Never-married
?
Other-relative
Black
Male
34,095
0
10
United-States
<=50K
46
Private
133,938
Masters
14
Divorced
Exec-managerial
Not-in-family
White
Female
27,828
0
50
United-States
>50K
35
Private
202,027
Bachelors
13
Divorced
Exec-managerial
Not-in-family
White
Male
27,828
0
50
United-States
>50K
47
Self-emp-inc
79,627
Prof-school
15
Divorced
Prof-specialty
Not-in-family
White
Male
27,828
0
50
United-States
>50K
55
Self-emp-not-inc
124,975
HS-grad
9
Divorced
Craft-repair
Unmarried
White
Male
27,828
0
55
United-States
>50K
34
Private
50,276
Bachelors
13
Never-married
Sales
Not-in-family
White
Male
27,828
0
40
United-States
>50K
25
Private
169,905
Assoc-voc
11
Never-married
Sales
Not-in-family
White
Male
27,828
0
40
United-States
>50K
56
Self-emp-inc
70,720
Masters
14
Divorced
Exec-managerial
Not-in-family
White
Male
27,828
0
60
United-States
>50K
25
Private
102,476
Bachelors
13
Never-married
Farming-fishing
Own-child
White
Male
27,828
0
50
United-States
>50K
41
Private
182,108
Masters
14
Never-married
Prof-specialty
Not-in-family
White
Female
27,828
0
35
United-States
>50K
42
Private
46,221
Doctorate
16
Married-spouse-absent
Other-service
Not-in-family
White
Male
27,828
0
60
?
>50K
37
Self-emp-not-inc
32,239
HS-grad
9
Divorced
Farming-fishing
Not-in-family
White
Male
27,828
0
40
United-States
>50K
47
Private
233,511
Masters
14
Divorced
Sales
Not-in-family
White
Male
27,828
0
60
United-States
>50K
36
Private
184,456
Prof-school
15
Never-married
Exec-managerial
Not-in-family
White
Male
27,828
0
50
United-States
>50K
58
Self-emp-inc
112,945
Prof-school
15
Never-married
Prof-specialty
Not-in-family
White
Male
27,828
0
40
United-States
>50K
45
Private
148,549
Some-college
10
Divorced
Craft-repair
Not-in-family
White
Male
27,828
0
56
United-States
>50K