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
53
Private
193,720
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
40
United-States
>50K
34
Private
189,759
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
45
United-States
>50K
36
Private
32,776
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
40
United-States
>50K
47
Local-gov
285,060
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
41
United-States
>50K
52
Private
23,780
Assoc-voc
11
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
45
United-States
>50K
40
Self-emp-not-inc
284,706
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
Amer-Indian-Eskimo
Male
0
1,977
60
United-States
>50K
42
Self-emp-inc
130,126
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
40
United-States
>50K
51
Private
102,615
Masters
14
Married-civ-spouse
Protective-serv
Husband
White
Male
0
1,977
40
United-States
>50K
55
Private
208,311
Masters
14
Married-civ-spouse
Tech-support
Husband
White
Male
0
1,977
20
United-States
>50K
38
Private
111,499
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
0
1,977
99
United-States
>50K
52
Private
139,671
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
50
United-States
>50K
60
Federal-gov
165,630
HS-grad
9
Married-civ-spouse
Tech-support
Husband
White
Male
0
1,977
40
United-States
>50K
55
Private
124,808
Assoc-voc
11
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
50
Germany
>50K
47
Local-gov
29,819
Masters
14
Married-civ-spouse
Exec-managerial
Husband
Black
Male
0
1,977
50
United-States
>50K
46
Private
102,771
Masters
14
Married-civ-spouse
Tech-support
Husband
White
Male
0
1,977
40
United-States
>50K
35
Private
86,648
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
45
United-States
>50K
59
Self-emp-inc
223,215
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
50
United-States
>50K
57
Private
437,727
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
45
United-States
>50K
46
Private
167,515
Some-college
10
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
50
United-States
>50K
46
Federal-gov
213,140
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
40
United-States
>50K
52
Private
168,553
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
1,977
40
United-States
>50K
45
Private
363,677
Doctorate
16
Married-civ-spouse
Prof-specialty
Wife
White
Female
0
1,977
30
United-States
>50K
37
Private
241,998
Bachelors
13
Married-civ-spouse
Tech-support
Husband
White
Male
0
1,977
40
United-States
>50K
46
Private
337,050
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
45
United-States
>50K
44
Private
157,249
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
Black
Male
0
1,977
50
United-States
>50K
45
Private
84,298
Assoc-voc
11
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
50
United-States
>50K
43
Private
55,213
HS-grad
9
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
0
1,977
52
United-States
>50K
54
Local-gov
185,846
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
40
United-States
>50K
50
Private
150,999
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
40
United-States
>50K
51
Private
199,688
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
60
?
>50K
45
Private
225,456
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
40
United-States
>50K
36
Private
192,939
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
60
United-States
>50K
27
Private
183,627
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
50
United-States
>50K
36
Private
189,404
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
0
1,977
35
United-States
>50K
53
Private
152,810
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
55
United-States
>50K
51
Local-gov
123,011
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
35
United-States
>50K
28
Private
114,158
Bachelors
13
Married-civ-spouse
Prof-specialty
Wife
White
Female
0
1,977
24
United-States
>50K
47
Self-emp-not-inc
228,660
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
0
1,977
40
United-States
>50K
45
Private
233,511
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
60
United-States
>50K
45
Local-gov
159,816
Masters
14
Married-civ-spouse
Prof-specialty
Wife
White
Female
0
1,977
35
United-States
>50K
39
Self-emp-not-inc
202,027
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
50
United-States
>50K
39
Private
218,490
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
40
United-States
>50K
55
Self-emp-not-inc
248,841
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
40
United-States
>50K
62
Private
71,751
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
98
United-States
>50K
49
Private
137,192
Bachelors
13
Married-civ-spouse
Sales
Husband
Asian-Pac-Islander
Male
0
1,977
50
South
>50K
53
Self-emp-not-inc
100,109
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
40
United-States
>50K
31
Private
183,043
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
48
United-States
>50K
42
Self-emp-inc
188,738
HS-grad
9
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
60
Italy
>50K
39
Private
201,410
Bachelors
13
Married-civ-spouse
Transport-moving
Husband
White
Male
0
1,977
45
Philippines
>50K
60
Self-emp-not-inc
282,066
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
45
United-States
>50K
26
Private
291,968
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
40
United-States
>50K
37
Private
126,569
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
40
United-States
>50K
45
State-gov
103,406
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
60
United-States
>50K
37
Private
109,133
Assoc-acdm
12
Married-civ-spouse
Sales
Husband
White
Male
0
1,977
45
United-States
>50K
32
Private
195,602
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
0
1,977
45
United-States
>50K
39
Self-emp-inc
135,500
HS-grad
9
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
40
United-States
>50K
58
Self-emp-not-inc
147,653
10th
6
Married-civ-spouse
Craft-repair
Wife
White
Female
0
1,977
35
?
>50K
45
Private
145,636
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
43
United-States
>50K
41
Private
137,126
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
45
United-States
>50K
36
Self-emp-not-inc
36,270
HS-grad
9
Married-civ-spouse
Farming-fishing
Husband
White
Male
0
1,977
65
United-States
>50K
51
State-gov
285,747
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
60
United-States
>50K
39
Private
80,324
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
62
United-States
>50K
56
Self-emp-not-inc
94,156
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
50
United-States
>50K
53
Federal-gov
271,544
HS-grad
9
Married-civ-spouse
Adm-clerical
Husband
Black
Male
0
1,977
40
United-States
>50K
40
Self-emp-not-inc
175,943
Assoc-voc
11
Married-civ-spouse
Prof-specialty
Wife
White
Female
0
1,977
15
United-States
>50K
57
Private
141,570
Masters
14
Married-civ-spouse
Exec-managerial
Husband
Black
Male
0
1,977
40
United-States
>50K
50
Local-gov
124,963
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
1,977
35
United-States
>50K
34
Private
112,115
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
55
United-States
>50K
35
Private
99,357
Bachelors
13
Married-civ-spouse
Exec-managerial
Wife
White
Female
0
1,977
30
United-States
>50K
30
Self-emp-not-inc
404,062
HS-grad
9
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
15
United-States
>50K
53
Local-gov
200,190
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
55
United-States
>50K
31
State-gov
207,505
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
70
United-States
>50K
37
Private
135,436
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
60
United-States
>50K
34
Private
345,705
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
0
1,977
50
United-States
>50K
36
Private
126,675
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
50
United-States
>50K
40
Private
107,433
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
50
United-States
>50K
51
Private
230,858
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
0
1,977
60
United-States
>50K
33
Private
133,503
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
0
1,977
45
United-States
>50K
40
Private
46,990
Doctorate
16
Married-civ-spouse
Prof-specialty
Wife
White
Female
0
1,977
20
United-States
>50K
50
Self-emp-inc
201,689
7th-8th
4
Married-civ-spouse
Craft-repair
Husband
White
Male
0
1,977
63
?
>50K
46
Self-emp-inc
216,414
Masters
14
Married-civ-spouse
Sales
Husband
White
Male
0
1,977
60
United-States
>50K
54
Private
182,314
Doctorate
16
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
50
United-States
>50K
39
Private
134,367
Masters
14
Married-civ-spouse
Prof-specialty
Wife
White
Female
0
1,977
24
United-States
>50K
54
Self-emp-inc
206,964
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
0
1,977
40
United-States
>50K
31
Private
147,284
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
99
United-States
>50K
51
Private
172,046
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
50
United-States
>50K
55
Private
175,942
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
55
?
>50K
36
Private
145,576
Masters
14
Married-civ-spouse
Adm-clerical
Husband
White
Male
0
1,977
40
Japan
>50K
41
Self-emp-inc
93,227
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
Asian-Pac-Islander
Male
0
1,977
60
Taiwan
>50K
56
Self-emp-not-inc
48,102
Some-college
10
Married-civ-spouse
Exec-managerial
Wife
White
Female
0
1,977
50
United-States
>50K
38
Private
172,538
Bachelors
13
Married-civ-spouse
Tech-support
Husband
White
Male
0
1,977
40
United-States
>50K
47
Private
239,865
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
1,977
45
United-States
>50K
39
Local-gov
180,686
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
45
United-States
>50K
59
Private
170,104
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
50
United-States
>50K
54
Private
511,668
Doctorate
16
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
43
United-States
>50K
54
Self-emp-not-inc
109,418
Bachelors
13
Married-civ-spouse
Exec-managerial
Wife
White
Female
0
1,977
35
United-States
>50K
31
Private
110,643
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
55
United-States
>50K
59
Self-emp-inc
122,390
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
1,977
48
United-States
>50K
46
Private
261,059
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
1,977
50
United-States
>50K
57
Private
140,426
Doctorate
16
Married-civ-spouse
Tech-support
Husband
White
Male
0
1,977
40
Germany
>50K