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
49
Local-gov
159,641
Bachelors
13
Divorced
Exec-managerial
Unmarried
White
Female
0
625
40
United-States
<=50K
39
State-gov
119,421
HS-grad
9
Separated
Adm-clerical
Unmarried
White
Female
0
625
35
United-States
<=50K
49
Private
169,042
HS-grad
9
Separated
Prof-specialty
Unmarried
White
Female
0
625
40
Puerto-Rico
<=50K
39
Private
81,487
Some-college
10
Divorced
Exec-managerial
Unmarried
White
Female
0
625
40
United-States
<=50K
43
Private
122,473
9th
5
Never-married
Machine-op-inspct
Unmarried
Black
Female
0
625
40
United-States
<=50K
41
Private
332,703
HS-grad
9
Divorced
Adm-clerical
Not-in-family
Other
Female
0
625
40
United-States
<=50K
46
Private
157,991
Assoc-voc
11
Divorced
Tech-support
Unmarried
Black
Female
0
625
40
United-States
<=50K
47
Private
144,351
HS-grad
9
Divorced
Craft-repair
Unmarried
White
Male
0
625
40
United-States
<=50K
67
?
184,506
11th
7
Married-civ-spouse
?
Husband
White
Male
0
419
3
United-States
<=50K
68
Private
32,779
HS-grad
9
Married-civ-spouse
Transport-moving
Husband
White
Male
0
419
12
United-States
<=50K
27
?
501,172
Some-college
10
Married-civ-spouse
?
Husband
White
Male
0
419
20
Mexico
<=50K
52
Private
122,109
HS-grad
9
Never-married
Prof-specialty
Unmarried
White
Female
0
323
40
United-States
<=50K
46
Private
198,774
Masters
14
Divorced
Exec-managerial
Unmarried
White
Female
0
323
45
United-States
<=50K
49
Local-gov
78,859
Masters
14
Widowed
Prof-specialty
Unmarried
White
Female
0
323
20
United-States
<=50K
37
Private
262,409
Masters
14
Divorced
Exec-managerial
Unmarried
White
Female
0
213
45
United-States
<=50K
38
Private
173,047
Bachelors
13
Divorced
Adm-clerical
Unmarried
Asian-Pac-Islander
Female
0
213
40
Philippines
<=50K
40
Private
65,866
Some-college
10
Divorced
Tech-support
Unmarried
White
Female
0
213
40
United-States
<=50K
36
Private
204,590
Bachelors
13
Divorced
Prof-specialty
Unmarried
Black
Female
0
213
40
United-States
<=50K
28
Private
140,845
10th
6
Never-married
Machine-op-inspct
Not-in-family
White
Female
0
155
40
United-States
<=50K
54
Self-emp-inc
166,459
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
60
United-States
>50K
52
Private
152,234
HS-grad
9
Married-civ-spouse
Exec-managerial
Husband
Asian-Pac-Islander
Male
99,999
0
40
Japan
>50K
53
Self-emp-inc
263,925
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
99,999
0
40
United-States
>50K
52
Private
118,025
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
50
United-States
>50K
46
Private
370,119
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
60
United-States
>50K
43
Private
176,270
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
60
United-States
>50K
49
Private
159,816
Bachelors
13
Married-civ-spouse
Prof-specialty
Wife
White
Female
99,999
0
20
United-States
>50K
50
Private
171,338
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
50
United-States
>50K
22
Self-emp-not-inc
202,920
HS-grad
9
Never-married
Prof-specialty
Unmarried
White
Female
99,999
0
40
Dominican-Republic
>50K
43
Self-emp-inc
172,826
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
99,999
0
55
United-States
>50K
65
Self-emp-inc
139,272
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
99,999
0
60
United-States
>50K
26
Private
256,000
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
60
United-States
>50K
52
Self-emp-not-inc
64,045
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
45
United-States
>50K
46
Private
176,814
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
50
United-States
>50K
36
Private
208,358
Prof-school
15
Divorced
Prof-specialty
Not-in-family
White
Male
99,999
0
45
United-States
>50K
40
Self-emp-not-inc
223,881
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
70
United-States
>50K
52
Self-emp-inc
90,363
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
35
United-States
>50K
32
Self-emp-inc
46,807
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
99,999
0
40
United-States
>50K
53
Private
88,842
HS-grad
9
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
40
United-States
>50K
47
Private
345,493
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
Asian-Pac-Islander
Male
99,999
0
55
Taiwan
>50K
37
Local-gov
287,306
Assoc-acdm
12
Married-civ-spouse
Prof-specialty
Wife
Black
Female
99,999
0
40
?
>50K
37
Self-emp-not-inc
362,062
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
50
United-States
>50K
39
Self-emp-inc
114,844
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
65
United-States
>50K
38
Private
146,091
Doctorate
16
Married-civ-spouse
Exec-managerial
Wife
White
Female
99,999
0
36
United-States
>50K
44
Private
332,401
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
65
United-States
>50K
57
Self-emp-inc
159,028
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
60
United-States
>50K
51
Private
44,000
Masters
14
Married-civ-spouse
Prof-specialty
Wife
White
Female
99,999
0
50
United-States
>50K
78
Self-emp-not-inc
316,261
Bachelors
13
Never-married
Exec-managerial
Not-in-family
White
Male
99,999
0
20
United-States
>50K
36
Private
383,518
Some-college
10
Married-civ-spouse
Adm-clerical
Wife
Black
Female
99,999
0
40
United-States
>50K
49
Self-emp-inc
362,795
Masters
14
Divorced
Prof-specialty
Unmarried
White
Male
99,999
0
80
Mexico
>50K
54
Self-emp-not-inc
269,068
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
Asian-Pac-Islander
Male
99,999
0
50
Philippines
>50K
41
Self-emp-inc
194,636
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
99,999
0
65
United-States
>50K
46
Local-gov
222,115
Bachelors
13
Divorced
Adm-clerical
Not-in-family
White
Female
99,999
0
40
United-States
>50K
33
Private
170,769
Doctorate
16
Divorced
Sales
Not-in-family
White
Male
99,999
0
60
United-States
>50K
36
Self-emp-not-inc
241,998
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
99,999
0
20
United-States
>50K
63
Private
118,798
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
99,999
0
40
United-States
>50K
38
Private
167,140
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
70
United-States
>50K
33
Private
198,660
HS-grad
9
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
99,999
0
56
United-States
>50K
47
Private
168,262
Masters
14
Separated
Exec-managerial
Not-in-family
White
Male
99,999
0
50
United-States
>50K
28
Private
37,359
Assoc-voc
11
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
50
United-States
>50K
52
Self-emp-inc
181,855
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
Other
Male
99,999
0
65
United-States
>50K
30
Private
132,601
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
50
United-States
>50K
50
Private
108,435
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
60
United-States
>50K
32
Private
134,737
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
50
United-States
>50K
46
Private
273,771
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
99,999
0
40
United-States
>50K
49
Self-emp-not-inc
355,978
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
35
United-States
>50K
30
Private
235,124
HS-grad
9
Married-civ-spouse
Transport-moving
Husband
White
Male
99,999
0
40
United-States
>50K
32
Private
204,567
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
99,999
0
60
United-States
>50K
59
Private
122,283
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
Asian-Pac-Islander
Male
99,999
0
40
India
>50K
46
Self-emp-inc
198,660
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
99,999
0
72
United-States
>50K
32
Private
330,715
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
99,999
0
40
United-States
>50K
21
Private
334,618
Some-college
10
Never-married
Protective-serv
Not-in-family
Black
Female
99,999
0
40
United-States
>50K
56
Self-emp-inc
205,601
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
70
United-States
>50K
43
Private
208,613
Prof-school
15
Married-spouse-absent
Prof-specialty
Not-in-family
White
Male
99,999
0
40
United-States
>50K
30
Private
129,707
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
35
United-States
>50K
39
Private
77,005
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
40
United-States
>50K
24
?
151,153
Some-college
10
Never-married
?
Not-in-family
Asian-Pac-Islander
Male
99,999
0
50
South
>50K
46
Self-emp-inc
120,131
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
60
United-States
>50K
50
Self-emp-not-inc
155,118
HS-grad
9
Divorced
Exec-managerial
Not-in-family
White
Female
99,999
0
35
United-States
>50K
60
Private
191,446
HS-grad
9
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
40
United-States
>50K
36
Self-emp-inc
216,711
HS-grad
9
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
50
?
>50K
47
Private
193,047
Doctorate
16
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
50
United-States
>50K
56
Self-emp-not-inc
163,212
HS-grad
9
Widowed
Adm-clerical
Unmarried
White
Female
99,999
0
40
United-States
>50K
53
Private
366,957
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
Asian-Pac-Islander
Male
99,999
0
50
India
>50K
42
Private
187,795
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
55
United-States
>50K
50
Private
238,959
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
99,999
0
60
?
>50K
48
Private
25,468
Masters
14
Divorced
Exec-managerial
Not-in-family
White
Male
99,999
0
50
United-States
>50K
41
Private
320,984
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
65
United-States
>50K
72
Self-emp-inc
172,407
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
50
United-States
>50K
55
Private
197,399
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
55
United-States
>50K
33
Private
162,572
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
40
United-States
>50K
62
Self-emp-inc
245,491
Bachelors
13
Divorced
Sales
Not-in-family
White
Male
99,999
0
40
United-States
>50K
52
Self-emp-inc
334,273
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
65
United-States
>50K
50
Private
124,963
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
55
United-States
>50K
28
Self-emp-inc
201,186
HS-grad
9
Married-civ-spouse
Sales
Husband
Black
Male
99,999
0
40
United-States
>50K
42
Local-gov
180,985
10th
6
Married-civ-spouse
Handlers-cleaners
Husband
White
Male
99,999
0
40
United-States
>50K
51
Private
145,714
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
50
?
>50K
42
Private
190,179
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
40
United-States
>50K
50
Self-emp-inc
158,294
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
80
United-States
>50K
41
Self-emp-inc
495,061
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
White
Male
99,999
0
70
United-States
>50K
47
Private
102,308
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
99,999
0
50
United-States
>50K