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
2
27
income
class label
2 classes
34
Private
60,567
11th
7
Divorced
Transport-moving
Unmarried
White
Male
0
880
60
United-States
0 <=50K
71
Private
138,145
9th
5
Married-civ-spouse
Other-service
Husband
White
Male
0
0
40
United-States
0 <=50K
35
Local-gov
79,649
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
50
United-States
0 <=50K
47
Private
312,088
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
40
United-States
0 <=50K
50
Private
208,630
Masters
14
Divorced
Sales
Not-in-family
White
Female
0
0
50
United-States
1 >50K
33
Private
182,401
10th
6
Never-married
Adm-clerical
Not-in-family
Black
Male
0
0
40
United-States
0 <=50K
38
Private
32,916
Assoc-voc
11
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
55
United-States
1 >50K
50
Private
302,372
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
40
United-States
0 <=50K
45
Private
155,093
10th
6
Divorced
Other-service
Not-in-family
Black
Female
0
0
38
Dominican-Republic
0 <=50K
32
Private
192,965
HS-grad
9
Separated
Sales
Not-in-family
White
Female
0
0
45
United-States
0 <=50K
39
Private
107,302
HS-grad
9
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
45
?
1 >50K
25
Local-gov
514,716
Bachelors
13
Never-married
Adm-clerical
Own-child
Black
Female
0
0
40
United-States
0 <=50K
20
Private
270,436
HS-grad
9
Never-married
Machine-op-inspct
Own-child
White
Male
0
0
40
United-States
0 <=50K
46
Private
42,972
Masters
14
Married-civ-spouse
Prof-specialty
Wife
White
Female
0
0
22
United-States
1 >50K
40
Private
142,657
Assoc-voc
11
Married-civ-spouse
Craft-repair
Husband
Black
Male
0
0
45
United-States
0 <=50K
66
Federal-gov
47,358
10th
6
Married-civ-spouse
Craft-repair
Husband
White
Male
3,471
0
40
United-States
0 <=50K
30
Private
176,175
Assoc-voc
11
Divorced
Adm-clerical
Unmarried
White
Female
0
0
24
United-States
0 <=50K
36
Private
131,459
7th-8th
4
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
40
United-States
0 <=50K
57
Local-gov
110,417
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
99,999
0
40
United-States
1 >50K
46
Private
364,548
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
48
United-States
1 >50K
27
Private
177,398
HS-grad
9
Never-married
Other-service
Unmarried
White
Female
0
0
64
United-States
0 <=50K
33
Private
273,243
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
Black
Male
0
0
40
United-States
0 <=50K
58
Private
147,707
11th
7
Married-civ-spouse
Sales
Husband
White
Male
0
0
40
United-States
0 <=50K
30
Private
77,266
HS-grad
9
Divorced
Transport-moving
Not-in-family
White
Male
0
0
55
United-States
0 <=50K
26
Private
191,648
Assoc-acdm
12
Never-married
Machine-op-inspct
Other-relative
White
Female
0
0
15
United-States
0 <=50K
81
?
120,478
Assoc-voc
11
Divorced
?
Unmarried
White
Female
0
0
1
?
0 <=50K
32
Private
211,349
10th
6
Married-civ-spouse
Transport-moving
Husband
White
Male
0
0
40
United-States
0 <=50K
22
Private
203,715
Some-college
10
Never-married
Adm-clerical
Own-child
White
Male
0
0
40
United-States
0 <=50K
31
Private
292,592
HS-grad
9
Married-civ-spouse
Machine-op-inspct
Wife
White
Female
0
0
40
United-States
0 <=50K
29
Private
125,976
HS-grad
9
Separated
Sales
Unmarried
White
Female
0
0
35
United-States
0 <=50K
35
?
320,084
Bachelors
13
Married-civ-spouse
?
Wife
White
Female
0
0
55
United-States
1 >50K
30
?
33,811
Bachelors
13
Never-married
?
Not-in-family
Asian-Pac-Islander
Female
0
0
99
United-States
0 <=50K
34
Private
204,461
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
0
60
United-States
1 >50K
54
Private
337,992
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
Asian-Pac-Islander
Male
0
0
50
Japan
1 >50K
37
Private
179,137
Some-college
10
Divorced
Adm-clerical
Unmarried
White
Female
0
0
39
United-States
0 <=50K
22
Private
325,033
12th
8
Never-married
Protective-serv
Own-child
Black
Male
0
0
35
United-States
0 <=50K
34
Private
160,216
Bachelors
13
Never-married
Exec-managerial
Not-in-family
White
Female
0
0
55
United-States
1 >50K
30
Private
345,898
HS-grad
9
Never-married
Craft-repair
Not-in-family
Black
Male
0
0
46
United-States
0 <=50K
38
Private
139,180
Bachelors
13
Divorced
Prof-specialty
Unmarried
Black
Female
15,020
0
45
United-States
1 >50K
71
?
287,372
Doctorate
16
Married-civ-spouse
?
Husband
White
Male
0
0
10
United-States
1 >50K
45
State-gov
252,208
HS-grad
9
Separated
Adm-clerical
Own-child
White
Female
0
0
40
United-States
0 <=50K
41
?
202,822
HS-grad
9
Separated
?
Not-in-family
Black
Female
0
0
32
United-States
0 <=50K
72
?
129,912
HS-grad
9
Married-civ-spouse
?
Husband
White
Male
0
0
25
United-States
0 <=50K
45
Local-gov
119,199
Assoc-acdm
12
Divorced
Prof-specialty
Unmarried
White
Female
0
0
48
United-States
0 <=50K
31
Private
199,655
Masters
14
Divorced
Other-service
Not-in-family
Other
Female
0
0
30
United-States
0 <=50K
39
Local-gov
111,499
Assoc-acdm
12
Married-civ-spouse
Adm-clerical
Wife
White
Female
0
0
20
United-States
1 >50K
37
Private
198,216
Assoc-acdm
12
Divorced
Tech-support
Not-in-family
White
Female
0
0
40
United-States
0 <=50K
43
Private
260,761
HS-grad
9
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
0
0
40
Mexico
0 <=50K
65
Self-emp-not-inc
99,359
Prof-school
15
Never-married
Prof-specialty
Not-in-family
White
Male
1,086
0
60
United-States
0 <=50K
43
State-gov
255,835
Some-college
10
Divorced
Adm-clerical
Other-relative
White
Female
0
0
40
United-States
0 <=50K
43
Self-emp-not-inc
27,242
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
0
0
50
United-States
0 <=50K
32
Private
34,066
10th
6
Married-civ-spouse
Handlers-cleaners
Husband
Amer-Indian-Eskimo
Male
0
0
40
United-States
0 <=50K
43
Private
84,661
Assoc-voc
11
Married-civ-spouse
Sales
Husband
White
Male
0
0
45
United-States
0 <=50K
32
Private
116,138
Masters
14
Never-married
Tech-support
Not-in-family
Asian-Pac-Islander
Male
0
0
11
Taiwan
0 <=50K
53
Private
321,865
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
0
40
United-States
1 >50K
22
Private
310,152
Some-college
10
Never-married
Protective-serv
Not-in-family
White
Male
0
0
40
United-States
0 <=50K
27
Private
257,302
Assoc-acdm
12
Married-civ-spouse
Tech-support
Wife
White
Female
0
0
38
United-States
0 <=50K
40
Private
154,374
HS-grad
9
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
0
0
40
United-States
1 >50K
58
Private
151,910
HS-grad
9
Widowed
Adm-clerical
Unmarried
White
Female
0
0
40
United-States
0 <=50K
22
Private
201,490
HS-grad
9
Never-married
Adm-clerical
Own-child
White
Male
0
0
20
United-States
0 <=50K
52
Self-emp-inc
287,927
HS-grad
9
Married-civ-spouse
Exec-managerial
Wife
White
Female
15,024
0
40
United-States
1 >50K