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
68
Private
166,149
HS-grad
9
Widowed
Adm-clerical
Not-in-family
White
Female
0
2,206
30
United-States
<=50K
65
Private
149,811
HS-grad
9
Divorced
Adm-clerical
Unmarried
White
Female
0
2,206
59
Canada
<=50K
65
?
143,118
HS-grad
9
Widowed
?
Unmarried
White
Female
0
2,206
10
United-States
<=50K
67
Private
118,363
Bachelors
13
Divorced
Exec-managerial
Not-in-family
White
Female
0
2,206
5
United-States
<=50K
66
Local-gov
362,165
Bachelors
13
Widowed
Prof-specialty
Not-in-family
Black
Female
0
2,206
25
United-States
<=50K
24
Private
379,066
Some-college
10
Never-married
Adm-clerical
Not-in-family
White
Male
0
2,205
24
United-States
<=50K
44
Self-emp-not-inc
171,424
Some-college
10
Divorced
Machine-op-inspct
Not-in-family
White
Male
0
2,205
35
United-States
<=50K
35
Private
108,293
Some-college
10
Never-married
Adm-clerical
Own-child
White
Female
0
2,205
40
United-States
<=50K
20
Private
107,801
Assoc-acdm
12
Never-married
Other-service
Own-child
White
Female
0
2,205
18
United-States
<=50K
38
Private
126,675
HS-grad
9
Divorced
Craft-repair
Not-in-family
White
Male
0
2,205
40
United-States
<=50K
39
Private
155,603
Some-college
10
Never-married
Other-service
Own-child
Black
Female
0
2,205
40
United-States
<=50K
32
Private
27,882
Some-college
10
Never-married
Machine-op-inspct
Other-relative
White
Female
0
2,205
40
Holand-Netherlands
<=50K
42
Private
242,564
7th-8th
4
Never-married
Handlers-cleaners
Not-in-family
Black
Male
0
2,205
40
United-States
<=50K
63
?
234,083
HS-grad
9
Divorced
?
Not-in-family
White
Female
0
2,205
40
United-States
<=50K
42
Self-emp-inc
23,510
Masters
14
Divorced
Exec-managerial
Unmarried
Asian-Pac-Islander
Male
0
2,201
60
India
>50K
64
Private
181,232
11th
7
Married-civ-spouse
Craft-repair
Husband
White
Male
0
2,179
40
United-States
<=50K
28
Private
166,481
7th-8th
4
Married-civ-spouse
Handlers-cleaners
Husband
Other
Male
0
2,179
40
Puerto-Rico
<=50K
41
Self-emp-inc
139,916
Assoc-voc
11
Married-civ-spouse
Sales
Husband
Other
Male
0
2,179
84
Mexico
<=50K
41
Self-emp-not-inc
144,594
7th-8th
4
Married-civ-spouse
Craft-repair
Husband
White
Male
0
2,179
40
United-States
<=50K
58
Self-emp-not-inc
266,707
1st-4th
2
Married-civ-spouse
Transport-moving
Husband
White
Male
0
2,179
18
United-States
<=50K
59
State-gov
303,176
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
2,179
40
United-States
<=50K
34
Self-emp-not-inc
56,460
HS-grad
9
Married-civ-spouse
Farming-fishing
Wife
White
Female
0
2,179
12
United-States
<=50K
45
Private
167,523
HS-grad
9
Married-civ-spouse
Transport-moving
Husband
White
Male
0
2,179
45
United-States
<=50K
29
Private
119,004
HS-grad
9
Married-civ-spouse
Adm-clerical
Wife
White
Female
0
2,179
40
United-States
<=50K
47
Private
175,925
10th
6
Married-civ-spouse
Sales
Husband
White
Male
0
2,179
52
United-States
<=50K
40
Private
212,847
Some-college
10
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
0
2,179
40
United-States
<=50K
47
Self-emp-not-inc
191,175
5th-6th
3
Married-civ-spouse
Sales
Husband
White
Male
0
2,179
50
Mexico
<=50K
63
?
83,043
Bachelors
13
Married-civ-spouse
?
Husband
White
Male
0
2,179
45
United-States
<=50K
41
Self-emp-not-inc
170,214
HS-grad
9
Married-civ-spouse
Handlers-cleaners
Husband
White
Male
0
2,179
40
United-States
<=50K
34
Private
180,714
Some-college
10
Married-civ-spouse
Transport-moving
Husband
Black
Male
0
2,179
40
United-States
<=50K
66
?
177,351
Bachelors
13
Married-civ-spouse
?
Husband
White
Male
0
2,174
40
United-States
>50K
65
Self-emp-not-inc
111,483
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
2,174
10
United-States
>50K
70
Private
282,642
HS-grad
9
Married-civ-spouse
Handlers-cleaners
Husband
White
Male
0
2,174
40
United-States
>50K
75
Self-emp-not-inc
309,955
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
2,174
50
United-States
>50K
65
State-gov
215,908
HS-grad
9
Married-civ-spouse
Adm-clerical
Husband
White
Male
0
2,174
40
United-States
>50K
65
Federal-gov
23,494
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
Black
Male
0
2,174
40
United-States
>50K
73
Private
147,551
Some-college
10
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
2,174
50
United-States
>50K
60
?
141,221
Bachelors
13
Married-civ-spouse
?
Husband
Asian-Pac-Islander
Male
0
2,163
25
South
<=50K
68
Self-emp-not-inc
116,903
Assoc-voc
11
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
2,149
40
United-States
<=50K
74
Self-emp-not-inc
119,129
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
0
2,149
20
United-States
<=50K
43
Private
143,582
5th-6th
3
Married-civ-spouse
Machine-op-inspct
Wife
Asian-Pac-Islander
Female
0
2,129
72
?
<=50K
19
Self-emp-not-inc
342,384
11th
7
Married-civ-spouse
Craft-repair
Own-child
White
Male
0
2,129
55
United-States
<=50K
37
Self-emp-not-inc
68,899
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
2,129
40
United-States
<=50K
45
Federal-gov
207,107
Assoc-acdm
12
Divorced
Adm-clerical
Unmarried
Asian-Pac-Islander
Male
0
2,080
40
Philippines
<=50K
64
Private
149,044
Masters
14
Married-civ-spouse
Prof-specialty
Husband
Asian-Pac-Islander
Male
0
2,057
60
China
<=50K
30
Private
148,524
HS-grad
9
Married-civ-spouse
Transport-moving
Husband
White
Male
0
2,057
40
United-States
<=50K
51
Self-emp-not-inc
268,639
Some-college
10
Married-civ-spouse
Prof-specialty
Wife
White
Female
0
2,057
60
Canada
<=50K
35
Private
272,019
11th
7
Married-civ-spouse
Craft-repair
Husband
White
Male
0
2,057
40
United-States
<=50K
29
Private
239,753
HS-grad
9
Married-civ-spouse
Adm-clerical
Wife
White
Female
0
2,057
20
United-States
<=50K
34
Private
199,864
Some-college
10
Married-civ-spouse
Adm-clerical
Wife
White
Female
0
2,057
40
United-States
<=50K
41
Private
125,831
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
2,051
60
United-States
<=50K
35
Private
67,728
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
0
2,051
45
United-States
<=50K
26
Private
115,717
Some-college
10
Married-civ-spouse
Adm-clerical
Husband
White
Male
0
2,051
40
United-States
<=50K
54
Private
172,281
HS-grad
9
Married-civ-spouse
Transport-moving
Husband
White
Male
0
2,051
50
United-States
<=50K
52
Local-gov
305,053
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
2,051
40
United-States
<=50K
50
Self-emp-not-inc
105,010
HS-grad
9
Married-civ-spouse
Farming-fishing
Husband
White
Male
0
2,051
20
United-States
<=50K
31
Private
291,052
Some-college
10
Married-civ-spouse
Adm-clerical
Husband
White
Male
0
2,051
40
United-States
<=50K
38
Federal-gov
248,919
HS-grad
9
Married-civ-spouse
Transport-moving
Husband
White
Male
0
2,051
40
United-States
<=50K
30
Private
84,119
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
0
2,051
40
United-States
<=50K
34
Local-gov
105,540
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
2,051
40
United-States
<=50K
31
Private
161,765
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
0
2,051
57
United-States
<=50K
52
Private
195,635
HS-grad
9
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
0
2,051
38
United-States
<=50K
54
Private
816,750
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
2,051
40
United-States
<=50K
38
Private
160,192
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
2,051
44
United-States
<=50K
39
Private
136,081
HS-grad
9
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
0
2,051
40
United-States
<=50K
29
Private
244,473
Assoc-voc
11
Married-civ-spouse
Tech-support
Husband
White
Male
0
2,051
40
United-States
<=50K
45
Private
187,033
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
2,051
40
United-States
<=50K
34
Private
265,807
HS-grad
9
Married-civ-spouse
Transport-moving
Husband
White
Male
0
2,051
55
United-States
<=50K
38
Private
154,410
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
2,051
40
Poland
<=50K
39
Private
314,007
10th
6
Married-civ-spouse
Craft-repair
Husband
White
Male
0
2,051
40
United-States
<=50K
61
Private
179,743
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
2,051
20
United-States
<=50K
43
Private
117,037
11th
7
Married-civ-spouse
Transport-moving
Husband
White
Male
0
2,042
40
United-States
<=50K
35
Private
40,135
Some-college
10
Married-civ-spouse
Handlers-cleaners
Husband
White
Male
0
2,042
40
United-States
<=50K
46
Private
315,423
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
0
2,042
50
United-States
<=50K
38
Private
35,429
HS-grad
9
Married-civ-spouse
Handlers-cleaners
Husband
White
Male
0
2,042
40
United-States
<=50K
42
Self-emp-not-inc
120,837
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
2,042
48
United-States
<=50K
34
Private
90,614
Assoc-acdm
12
Married-civ-spouse
Tech-support
Husband
White
Male
0
2,042
10
United-States
<=50K
29
Private
202,878
7th-8th
4
Married-civ-spouse
Farming-fishing
Husband
White
Male
0
2,042
40
United-States
<=50K
32
Private
260,954
11th
7
Married-civ-spouse
Craft-repair
Husband
White
Male
0
2,042
30
United-States
<=50K
60
Private
127,084
HS-grad
9
Married-civ-spouse
Protective-serv
Husband
White
Male
0
2,042
34
United-States
<=50K
49
Local-gov
107,231
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
2,002
40
United-States
<=50K
53
Local-gov
135,102
HS-grad
9
Married-civ-spouse
Other-service
Husband
White
Male
0
2,002
45
United-States
<=50K
56
Private
201,822
7th-8th
4
Married-civ-spouse
Handlers-cleaners
Husband
White
Male
0
2,002
40
United-States
<=50K
48
Private
413,363
11th
7
Married-civ-spouse
Transport-moving
Husband
White
Male
0
2,002
40
United-States
<=50K
32
Federal-gov
148,138
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
Asian-Pac-Islander
Male
0
2,002
40
Iran
<=50K
42
Self-emp-not-inc
170,721
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
2,002
40
United-States
<=50K
32
Private
102,858
Assoc-acdm
12
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
2,002
42
United-States
<=50K
28
Local-gov
175,262
Assoc-acdm
12
Married-civ-spouse
Protective-serv
Husband
White
Male
0
2,002
40
England
<=50K
26
Private
36,936
Assoc-voc
11
Married-civ-spouse
Craft-repair
Husband
White
Male
0
2,002
40
United-States
<=50K
59
Private
169,982
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
2,002
50
United-States
<=50K
47
Self-emp-not-inc
208,407
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
2,002
30
United-States
<=50K
26
?
131,777
Bachelors
13
Married-civ-spouse
?
Husband
White
Male
0
2,002
40
United-States
<=50K
41
Private
41,090
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
2,002
60
United-States
<=50K
36
Private
183,739
HS-grad
9
Married-civ-spouse
Craft-repair
Own-child
White
Female
0
2,002
40
United-States
<=50K
45
Private
357,540
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
0
2,002
55
United-States
<=50K
30
Private
48,520
Assoc-acdm
12
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
2,002
40
United-States
<=50K
36
Private
107,916
HS-grad
9
Married-civ-spouse
Transport-moving
Husband
White
Male
0
2,002
40
United-States
<=50K
34
Self-emp-inc
198,613
HS-grad
9
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
2,002
40
United-States
<=50K
53
Private
283,743
HS-grad
9
Married-civ-spouse
Transport-moving
Husband
White
Male
0
2,002
40
United-States
<=50K
51
Private
210,940
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
0
2,002
45
United-States
<=50K