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
46
Private
85,109
Some-college
10
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
0
1,628
40
United-States
<=50K
39
Federal-gov
432,555
HS-grad
9
Married-civ-spouse
Adm-clerical
Husband
Black
Male
0
1,628
40
United-States
<=50K
34
Private
238,305
Some-college
10
Married-civ-spouse
Other-service
Wife
White
Female
0
1,628
12
?
<=50K
37
Private
282,872
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
0
1,628
40
United-States
<=50K
41
?
211,873
Assoc-voc
11
Married-civ-spouse
?
Wife
White
Female
0
1,628
5
?
<=50K
39
Private
278,557
Assoc-voc
11
Married-civ-spouse
Craft-repair
Husband
White
Male
0
1,628
48
United-States
<=50K
51
Local-gov
47,415
Assoc-acdm
12
Married-civ-spouse
Adm-clerical
Wife
White
Female
0
1,628
30
United-States
<=50K
42
Private
173,590
Some-college
10
Married-civ-spouse
Adm-clerical
Husband
White
Male
0
1,628
40
United-States
<=50K
40
Private
87,771
HS-grad
9
Married-civ-spouse
Craft-repair
Wife
White
Female
0
1,628
45
United-States
<=50K
23
Private
107,801
Some-college
10
Never-married
Adm-clerical
Own-child
White
Female
0
1,617
25
United-States
<=50K
43
Private
216,042
Some-college
10
Divorced
Tech-support
Own-child
White
Female
0
1,617
72
United-States
<=50K
55
State-gov
71,630
HS-grad
9
Divorced
Adm-clerical
Not-in-family
White
Female
0
1,617
40
United-States
<=50K
56
Private
99,359
HS-grad
9
Divorced
Adm-clerical
Unmarried
White
Female
0
1,617
40
United-States
<=50K
44
Private
344,920
Bachelors
13
Never-married
Adm-clerical
Not-in-family
White
Female
0
1,617
20
United-States
<=50K
30
Private
194,141
Some-college
10
Divorced
Machine-op-inspct
Not-in-family
White
Male
0
1,617
40
United-States
<=50K
36
Private
206,253
Some-college
10
Never-married
Other-service
Not-in-family
White
Female
0
1,617
40
United-States
<=50K
62
Private
109,463
Some-college
10
Separated
Sales
Unmarried
White
Female
0
1,617
33
United-States
<=50K
33
Private
190,772
HS-grad
9
Never-married
Adm-clerical
Not-in-family
White
Female
0
1,617
40
United-States
<=50K
19
Private
242,941
Some-college
10
Never-married
Sales
Own-child
White
Female
0
1,602
10
United-States
<=50K
26
Private
225,279
Some-college
10
Never-married
Prof-specialty
Not-in-family
White
Male
0
1,602
40
?
<=50K
19
Private
93,604
7th-8th
4
Never-married
Craft-repair
Own-child
White
Male
0
1,602
32
United-States
<=50K
19
Private
167,140
Some-college
10
Never-married
Other-service
Own-child
White
Male
0
1,602
24
United-States
<=50K
25
?
122,745
HS-grad
9
Never-married
?
Own-child
White
Male
0
1,602
40
United-States
<=50K
26
Private
303,973
HS-grad
9
Never-married
Priv-house-serv
Other-relative
White
Female
0
1,602
15
Mexico
<=50K
22
?
219,233
HS-grad
9
Never-married
?
Own-child
Black
Male
0
1,602
30
United-States
<=50K
19
Private
240,468
Some-college
10
Married-spouse-absent
Sales
Own-child
White
Female
0
1,602
40
United-States
<=50K
32
Private
105,938
HS-grad
9
Never-married
Machine-op-inspct
Own-child
Black
Female
0
1,602
20
United-States
<=50K
18
?
276,864
Some-college
10
Never-married
?
Own-child
White
Female
0
1,602
20
United-States
<=50K
22
Private
215,395
Some-college
10
Never-married
Other-service
Not-in-family
White
Male
0
1,602
10
United-States
<=50K
21
Private
119,309
Some-college
10
Never-married
Tech-support
Own-child
White
Male
0
1,602
16
United-States
<=50K
20
?
144,685
Some-college
10
Never-married
?
Own-child
Asian-Pac-Islander
Female
0
1,602
40
Taiwan
<=50K
18
?
255,282
11th
7
Never-married
?
Own-child
Black
Male
0
1,602
48
United-States
<=50K
25
Private
282,313
10th
6
Never-married
Handlers-cleaners
Own-child
Black
Male
0
1,602
40
United-States
<=50K
21
Private
180,339
Assoc-voc
11
Never-married
Farming-fishing
Not-in-family
White
Female
0
1,602
30
United-States
<=50K
21
State-gov
48,121
Some-college
10
Never-married
Exec-managerial
Own-child
White
Male
0
1,602
10
United-States
<=50K
17
Private
209,949
11th
7
Never-married
Sales
Own-child
White
Female
0
1,602
12
United-States
<=50K
57
Private
142,791
7th-8th
4
Widowed
Sales
Other-relative
White
Female
0
1,602
3
United-States
<=50K
23
Private
53,245
Bachelors
13
Never-married
Sales
Not-in-family
White
Male
0
1,602
12
United-States
<=50K
30
Private
48,829
HS-grad
9
Never-married
Sales
Not-in-family
White
Female
0
1,602
30
United-States
<=50K
18
Private
238,867
11th
7
Never-married
Handlers-cleaners
Own-child
White
Male
0
1,602
40
United-States
<=50K
18
?
214,989
Some-college
10
Never-married
?
Own-child
White
Female
0
1,602
24
United-States
<=50K
17
Private
225,106
10th
6
Never-married
Other-service
Own-child
White
Female
0
1,602
18
United-States
<=50K
39
Private
194,287
7th-8th
4
Never-married
Other-service
Own-child
White
Male
0
1,602
35
United-States
<=50K
18
Private
414,721
11th
7
Never-married
Other-service
Own-child
Black
Male
0
1,602
23
United-States
<=50K
19
?
218,471
HS-grad
9
Never-married
?
Own-child
White
Female
0
1,602
30
United-States
<=50K
18
?
261,276
Some-college
10
Never-married
?
Own-child
Black
Female
0
1,602
40
Cambodia
<=50K
17
Local-gov
170,916
10th
6
Never-married
Protective-serv
Own-child
White
Female
0
1,602
40
United-States
<=50K
21
State-gov
145,651
Some-college
10
Never-married
Sales
Own-child
Black
Female
0
1,602
12
United-States
<=50K
18
Private
166,889
Some-college
10
Never-married
Handlers-cleaners
Own-child
Black
Female
0
1,602
35
United-States
<=50K
19
Private
124,486
12th
8
Never-married
Other-service
Own-child
White
Male
0
1,602
20
United-States
<=50K
18
Private
404,868
11th
7
Never-married
Sales
Own-child
Black
Female
0
1,602
20
United-States
<=50K
18
Private
77,845
Some-college
10
Never-married
Adm-clerical
Own-child
White
Male
0
1,602
15
United-States
<=50K
19
?
278,220
Some-college
10
Never-married
?
Own-child
White
Female
0
1,602
40
United-States
<=50K
17
Federal-gov
99,893
11th
7
Never-married
Adm-clerical
Not-in-family
Black
Female
0
1,602
40
United-States
<=50K
17
Private
218,361
10th
6
Never-married
Other-service
Own-child
White
Female
0
1,602
12
United-States
<=50K
18
?
171,964
HS-grad
9
Never-married
?
Own-child
White
Female
0
1,602
20
United-States
<=50K
19
Private
283,945
10th
6
Never-married
Handlers-cleaners
Other-relative
White
Male
0
1,602
45
United-States
<=50K
20
Private
289,405
Some-college
10
Never-married
Sales
Own-child
White
Male
0
1,602
15
United-States
<=50K
57
Self-emp-not-inc
118,806
1st-4th
2
Widowed
Craft-repair
Other-relative
White
Female
0
1,602
45
Columbia
<=50K
17
Private
132,680
10th
6
Never-married
Other-service
Own-child
White
Female
0
1,602
10
United-States
<=50K
21
Private
301,408
Some-college
10
Never-married
Sales
Own-child
White
Female
0
1,602
22
United-States
<=50K
18
?
51,574
HS-grad
9
Never-married
?
Own-child
Asian-Pac-Islander
Female
0
1,602
38
United-States
<=50K
20
?
369,678
12th
8
Never-married
?
Not-in-family
Other
Male
0
1,602
40
United-States
<=50K
46
Private
155,933
Bachelors
13
Never-married
Machine-op-inspct
Not-in-family
White
Female
0
1,602
8
United-States
<=50K
18
Private
41,381
HS-grad
9
Never-married
Sales
Own-child
White
Female
0
1,602
20
United-States
<=50K
23
Private
183,327
HS-grad
9
Never-married
Craft-repair
Own-child
Black
Female
0
1,594
20
United-States
<=50K
27
Private
60,374
HS-grad
9
Widowed
Craft-repair
Unmarried
White
Female
0
1,594
26
United-States
<=50K
48
Private
254,809
10th
6
Divorced
Machine-op-inspct
Unmarried
White
Female
0
1,594
32
United-States
<=50K
46
Private
213,611
7th-8th
4
Married-spouse-absent
Priv-house-serv
Unmarried
White
Female
0
1,594
24
Guatemala
<=50K
31
Private
651,396
HS-grad
9
Never-married
Sales
Own-child
White
Female
0
1,594
30
United-States
<=50K
25
Private
52,536
Assoc-acdm
12
Divorced
Tech-support
Own-child
White
Female
0
1,594
25
United-States
<=50K
26
Private
149,734
HS-grad
9
Separated
Craft-repair
Unmarried
Black
Female
0
1,594
40
United-States
<=50K
35
Private
220,943
HS-grad
9
Divorced
Other-service
Unmarried
Black
Female
0
1,594
40
United-States
<=50K
27
Private
137,645
Bachelors
13
Never-married
Sales
Not-in-family
Black
Female
0
1,590
40
United-States
<=50K
29
Private
149,943
Some-college
10
Never-married
Other-service
Not-in-family
Other
Male
0
1,590
40
?
<=50K
39
?
103,986
HS-grad
9
Never-married
?
Not-in-family
White
Male
0
1,590
40
United-States
<=50K
42
Private
191,712
Bachelors
13
Divorced
Sales
Not-in-family
White
Male
0
1,590
40
United-States
<=50K
20
Private
131,230
HS-grad
9
Never-married
Machine-op-inspct
Own-child
White
Male
0
1,590
40
United-States
<=50K
32
Private
43,403
Some-college
10
Divorced
Farming-fishing
Not-in-family
White
Female
0
1,590
54
United-States
<=50K
50
Federal-gov
176,969
HS-grad
9
Divorced
Prof-specialty
Not-in-family
White
Male
0
1,590
40
United-States
<=50K
55
Private
151,474
Bachelors
13
Never-married
Tech-support
Other-relative
White
Female
0
1,590
38
United-States
<=50K
29
State-gov
188,986
Assoc-voc
11
Never-married
Tech-support
Not-in-family
White
Female
0
1,590
64
United-States
<=50K
41
Private
48,087
7th-8th
4
Divorced
Craft-repair
Not-in-family
White
Male
0
1,590
40
United-States
<=50K
25
Private
34,402
Bachelors
13
Never-married
Exec-managerial
Not-in-family
White
Male
0
1,590
60
United-States
<=50K
46
Private
170,850
Bachelors
13
Divorced
Machine-op-inspct
Not-in-family
White
Male
0
1,590
40
?
<=50K
29
Private
183,009
Bachelors
13
Never-married
Prof-specialty
Not-in-family
Other
Female
0
1,590
40
United-States
<=50K
23
Private
220,993
HS-grad
9
Never-married
Sales
Not-in-family
White
Male
0
1,590
48
United-States
<=50K
25
Private
177,499
Bachelors
13
Never-married
Craft-repair
Own-child
White
Male
0
1,590
35
United-States
<=50K
42
Private
37,869
Some-college
10
Divorced
Machine-op-inspct
Not-in-family
White
Male
0
1,590
40
United-States
<=50K
41
Self-emp-not-inc
214,541
HS-grad
9
Divorced
Transport-moving
Not-in-family
White
Male
0
1,590
40
United-States
<=50K
32
Private
290,964
Bachelors
13
Never-married
Sales
Not-in-family
White
Female
0
1,590
40
United-States
<=50K
25
Private
123,095
Some-college
10
Never-married
Adm-clerical
Own-child
White
Male
0
1,590
40
United-States
<=50K
41
State-gov
518,030
Bachelors
13
Never-married
Protective-serv
Not-in-family
Black
Male
0
1,590
40
Puerto-Rico
<=50K
24
Private
24,243
HS-grad
9
Never-married
Craft-repair
Not-in-family
White
Male
0
1,590
40
United-States
<=50K
44
State-gov
154,176
Some-college
10
Divorced
Adm-clerical
Not-in-family
Black
Female
0
1,590
40
United-States
<=50K
29
Private
190,539
Bachelors
13
Never-married
Exec-managerial
Not-in-family
White
Male
0
1,590
50
United-States
<=50K
51
Private
348,099
HS-grad
9
Never-married
Machine-op-inspct
Not-in-family
White
Female
0
1,590
40
United-States
<=50K
39
Private
382,802
10th
6
Widowed
Machine-op-inspct
Not-in-family
Black
Male
0
1,590
40
United-States
<=50K
28
Self-emp-not-inc
54,683
Some-college
10
Never-married
Craft-repair
Not-in-family
White
Male
0
1,590
40
United-States
<=50K
48
Private
99,096
Some-college
10
Divorced
Adm-clerical
Not-in-family
White
Female
0
1,590
38
United-States
<=50K