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
36
Private
386,726
Masters
14
Married-civ-spouse
Prof-specialty
Wife
White
Female
0
1,977
44
United-States
>50K
44
Private
340,885
Bachelors
13
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
0
1,977
40
United-States
>50K
33
Private
149,184
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
50
United-States
>50K
54
Private
308,087
Some-college
10
Married-civ-spouse
Tech-support
Husband
White
Male
0
1,977
18
United-States
>50K
55
Private
368,797
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
60
United-States
>50K
36
Private
218,689
Masters
14
Married-civ-spouse
Sales
Husband
White
Male
0
1,977
50
United-States
>50K
49
Local-gov
298,445
Prof-school
15
Married-civ-spouse
Prof-specialty
Wife
White
Female
0
1,977
60
United-States
>50K
41
Private
347,653
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
50
United-States
>50K
40
Private
320,451
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
Asian-Pac-Islander
Male
0
1,977
45
Hong
>50K
43
Private
170,730
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
50
United-States
>50K
39
Local-gov
344,855
Masters
14
Married-civ-spouse
Prof-specialty
Wife
White
Female
0
1,977
20
United-States
>50K
26
?
370,727
Bachelors
13
Married-civ-spouse
?
Wife
White
Female
0
1,977
40
United-States
>50K
48
Private
109,814
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
45
United-States
>50K
43
Private
409,922
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
50
United-States
>50K
42
Self-emp-inc
191,196
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
60
?
>50K
36
Private
237,943
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
45
United-States
>50K
39
Private
49,020
Masters
14
Never-married
Exec-managerial
Not-in-family
White
Male
0
1,974
40
United-States
<=50K
21
Private
109,414
Some-college
10
Never-married
Prof-specialty
Own-child
Asian-Pac-Islander
Male
0
1,974
40
United-States
<=50K
23
Private
275,818
Some-college
10
Never-married
Sales
Not-in-family
White
Female
0
1,974
40
United-States
<=50K
47
Private
133,758
HS-grad
9
Divorced
Exec-managerial
Not-in-family
White
Female
0
1,974
40
United-States
<=50K
30
Private
43,953
HS-grad
9
Never-married
Adm-clerical
Other-relative
White
Female
0
1,974
40
United-States
<=50K
35
Private
147,258
Some-college
10
Never-married
Machine-op-inspct
Not-in-family
White
Male
0
1,974
40
United-States
<=50K
26
Private
58,098
Some-college
10
Never-married
Adm-clerical
Not-in-family
White
Female
0
1,974
40
United-States
<=50K
26
Private
215,384
Bachelors
13
Never-married
Exec-managerial
Not-in-family
White
Male
0
1,974
55
United-States
<=50K
41
Local-gov
33,068
Masters
14
Divorced
Prof-specialty
Not-in-family
White
Male
0
1,974
40
United-States
<=50K
30
Local-gov
145,692
Some-college
10
Never-married
Protective-serv
Not-in-family
Black
Male
0
1,974
40
United-States
<=50K
28
Private
111,696
HS-grad
9
Separated
Craft-repair
Not-in-family
White
Male
0
1,974
40
United-States
<=50K
56
Private
105,281
HS-grad
9
Widowed
Sales
Not-in-family
White
Female
0
1,974
40
United-States
<=50K
35
Private
200,445
HS-grad
9
Never-married
Machine-op-inspct
Own-child
White
Male
0
1,974
40
United-States
<=50K
34
Private
258,666
Assoc-voc
11
Never-married
Tech-support
Not-in-family
White
Female
0
1,974
40
United-States
<=50K
29
Private
214,702
HS-grad
9
Never-married
Craft-repair
Not-in-family
White
Male
0
1,974
35
United-States
<=50K
23
Private
188,545
Assoc-acdm
12
Never-married
Adm-clerical
Own-child
White
Female
0
1,974
20
United-States
<=50K
24
Federal-gov
210,736
HS-grad
9
Never-married
Adm-clerical
Not-in-family
White
Female
0
1,974
40
United-States
<=50K
62
Private
81,116
Some-college
10
Divorced
Adm-clerical
Not-in-family
White
Male
0
1,974
40
United-States
<=50K
77
Self-emp-not-inc
71,676
Some-college
10
Widowed
Adm-clerical
Not-in-family
White
Female
0
1,944
1
United-States
<=50K
47
Private
51,835
Prof-school
15
Married-civ-spouse
Prof-specialty
Wife
White
Female
0
1,902
60
Honduras
>50K
48
Self-emp-not-inc
191,277
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,902
60
United-States
>50K
42
Self-emp-not-inc
214,242
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,902
50
United-States
>50K
31
Private
118,710
Masters
14
Married-civ-spouse
Tech-support
Husband
White
Male
0
1,902
40
United-States
>50K
43
Private
274,363
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,902
40
England
>50K
50
Private
168,212
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,902
65
United-States
>50K
36
Private
156,667
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,902
50
United-States
>50K
49
Local-gov
193,960
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,902
40
United-States
>50K
38
Private
132,879
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
1,902
40
United-States
>50K
48
State-gov
55,863
Doctorate
16
Married-civ-spouse
Prof-specialty
Wife
White
Female
0
1,902
46
United-States
>50K
46
Private
265,266
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,902
40
United-States
>50K
56
Self-emp-not-inc
145,574
HS-grad
9
Married-civ-spouse
Other-service
Husband
White
Male
0
1,902
60
United-States
>50K
37
Private
188,540
HS-grad
9
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,902
45
United-States
>50K
51
Private
415,287
HS-grad
9
Married-civ-spouse
Machine-op-inspct
Husband
Black
Male
0
1,902
40
United-States
>50K
43
Private
201,723
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,902
40
United-States
>50K
46
Local-gov
36,228
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
1,902
40
United-States
<=50K
42
Local-gov
121,718
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,902
60
United-States
>50K
45
Private
26,522
Some-college
10
Married-civ-spouse
Adm-clerical
Wife
White
Female
0
1,902
35
United-States
>50K
23
Private
196,827
Some-college
10
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
0
1,902
40
United-States
<=50K
45
Private
246,891
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
0
1,902
40
United-States
>50K
30
State-gov
199,539
HS-grad
9
Married-civ-spouse
Adm-clerical
Husband
White
Male
0
1,902
40
United-States
<=50K
49
State-gov
133,917
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
Black
Male
0
1,902
60
?
>50K
49
Private
101,320
Assoc-acdm
12
Married-civ-spouse
Sales
Wife
White
Female
0
1,902
40
United-States
>50K
57
Private
98,350
Prof-school
15
Married-civ-spouse
Craft-repair
Husband
Asian-Pac-Islander
Male
0
1,902
40
Philippines
>50K
42
Self-emp-not-inc
157,562
Bachelors
13
Married-civ-spouse
Farming-fishing
Husband
White
Male
0
1,902
80
United-States
>50K
43
Local-gov
105,862
Some-college
10
Married-civ-spouse
Adm-clerical
Wife
White
Female
0
1,902
40
United-States
>50K
43
Private
336,513
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,902
40
United-States
>50K
42
Private
378,384
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,902
60
United-States
>50K
53
Private
104,501
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,902
55
United-States
>50K
40
Local-gov
244,522
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,902
48
United-States
>50K
46
Private
324,655
Masters
14
Married-civ-spouse
Tech-support
Husband
White
Male
0
1,902
40
?
>50K
41
Private
84,610
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,902
60
United-States
>50K
49
Private
329,603
Bachelors
13
Married-civ-spouse
Craft-repair
Husband
White
Male
0
1,902
40
United-States
>50K
31
Self-emp-not-inc
348,038
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,902
50
Puerto-Rico
>50K
34
Private
299,635
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,902
50
United-States
>50K
40
Federal-gov
298,635
Masters
14
Married-civ-spouse
Tech-support
Husband
Asian-Pac-Islander
Male
0
1,902
40
Philippines
>50K
50
Private
184,424
Some-college
10
Married-civ-spouse
Adm-clerical
Wife
White
Female
0
1,902
38
United-States
>50K
54
Private
86,837
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
Asian-Pac-Islander
Male
0
1,902
40
United-States
>50K
49
Private
142,287
Some-college
10
Married-civ-spouse
Adm-clerical
Husband
White
Male
0
1,902
50
United-States
>50K
44
Self-emp-not-inc
402,397
Masters
14
Married-civ-spouse
Exec-managerial
Wife
White
Female
0
1,902
60
United-States
>50K
57
Local-gov
118,481
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,902
40
United-States
>50K
28
Local-gov
250,135
Masters
14
Married-civ-spouse
Prof-specialty
Wife
White
Female
0
1,902
55
United-States
<=50K
57
Private
20,953
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
0
1,902
40
United-States
>50K
59
Private
348,430
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,902
43
United-States
>50K
38
Private
169,926
Assoc-acdm
12
Married-civ-spouse
Exec-managerial
Wife
White
Female
0
1,902
40
United-States
>50K
36
Self-emp-not-inc
283,122
HS-grad
9
Married-civ-spouse
Farming-fishing
Husband
White
Male
0
1,902
60
United-States
>50K
55
Private
323,706
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,902
40
United-States
>50K
34
Self-emp-not-inc
77,209
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
0
1,902
60
United-States
>50K
51
Private
337,195
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
0
1,902
50
United-States
>50K
46
Private
377,401
HS-grad
9
Married-civ-spouse
Transport-moving
Husband
White
Male
0
1,902
70
Canada
>50K
33
Private
111,567
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,902
45
Germany
>50K
31
State-gov
181,824
Bachelors
13
Married-civ-spouse
Prof-specialty
Wife
White
Female
0
1,902
35
United-States
>50K
31
Private
37,546
Bachelors
13
Married-civ-spouse
Exec-managerial
Wife
White
Female
0
1,902
35
United-States
>50K
59
Self-emp-not-inc
325,732
HS-grad
9
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,902
52
United-States
>50K
48
Private
194,772
Assoc-acdm
12
Married-civ-spouse
Sales
Husband
White
Male
0
1,902
40
United-States
>50K
33
Private
112,115
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,902
45
United-States
>50K
46
Private
459,189
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
0
1,902
50
United-States
>50K
53
Private
608,184
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
Black
Male
0
1,902
40
United-States
>50K
39
Private
165,215
Masters
14
Married-civ-spouse
Prof-specialty
Wife
White
Female
0
1,902
18
United-States
>50K
44
Self-emp-not-inc
124,692
HS-grad
9
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,902
40
United-States
>50K
45
Private
360,393
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,902
50
United-States
>50K
42
Local-gov
188,291
Bachelors
13
Married-civ-spouse
Protective-serv
Husband
White
Male
0
1,902
40
United-States
>50K
24
Self-emp-not-inc
322,931
7th-8th
4
Married-civ-spouse
Transport-moving
Husband
White
Male
0
1,902
40
United-States
>50K
57
Private
173,832
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
0
1,902
40
United-States
>50K
51
Local-gov
176,751
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,902
40
United-States
>50K