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
54
Private
36,480
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
15,024
0
50
United-States
>50K
62
Private
244,087
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
50
United-States
>50K
51
Private
392,668
Doctorate
16
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
84
United-States
>50K
40
Private
25,005
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
99
United-States
>50K
46
Self-emp-inc
320,124
HS-grad
9
Married-civ-spouse
Exec-managerial
Wife
Amer-Indian-Eskimo
Female
15,024
0
40
United-States
>50K
38
Private
333,651
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
70
United-States
>50K
57
Private
199,847
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
60
United-States
>50K
39
Private
110,426
Assoc-acdm
12
Married-civ-spouse
Exec-managerial
Wife
White
Female
15,024
0
45
United-States
>50K
28
Private
119,287
Bachelors
13
Married-civ-spouse
Exec-managerial
Wife
White
Female
15,024
0
28
United-States
>50K
36
State-gov
747,719
Prof-school
15
Married-civ-spouse
Prof-specialty
Wife
White
Female
15,024
0
50
United-States
>50K
63
Private
294,009
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
45
United-States
>50K
41
Private
359,696
Bachelors
13
Married-civ-spouse
Protective-serv
Husband
White
Male
15,024
0
60
United-States
>50K
56
Private
122,390
Assoc-voc
11
Married-civ-spouse
Sales
Husband
White
Male
15,024
0
40
United-States
>50K
51
Self-emp-inc
338,260
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
60
United-States
>50K
45
Self-emp-inc
181,307
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
43
United-States
>50K
43
Local-gov
153,132
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
40
United-States
>50K
41
Private
287,306
Assoc-acdm
12
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
60
United-States
>50K
44
Private
201,723
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
45
United-States
>50K
30
Private
341,051
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
60
United-States
>50K
42
Private
176,063
Assoc-voc
11
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
55
United-States
>50K
39
Private
174,242
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
60
United-States
>50K
46
State-gov
250,821
Prof-school
15
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
40
United-States
>50K
47
Self-emp-not-inc
242,391
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
40
United-States
>50K
51
Federal-gov
223,206
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
Asian-Pac-Islander
Male
15,024
0
40
Vietnam
>50K
41
Private
122,215
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
40
United-States
>50K
37
Private
121,521
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
45
United-States
>50K
52
Self-emp-inc
287,927
HS-grad
9
Married-civ-spouse
Exec-managerial
Wife
White
Female
15,024
0
40
United-States
>50K
45
Private
214,627
Doctorate
16
Widowed
Prof-specialty
Unmarried
White
Male
15,020
0
40
Iran
>50K
52
Private
99,736
Masters
14
Divorced
Prof-specialty
Unmarried
White
Male
15,020
0
50
United-States
>50K
39
Private
150,061
Masters
14
Divorced
Exec-managerial
Unmarried
Black
Female
15,020
0
60
United-States
>50K
62
Private
195,343
Doctorate
16
Divorced
Prof-specialty
Unmarried
White
Male
15,020
0
50
United-States
>50K
38
Private
139,180
Bachelors
13
Divorced
Prof-specialty
Unmarried
Black
Female
15,020
0
45
United-States
>50K
44
Private
343,591
HS-grad
9
Divorced
Craft-repair
Not-in-family
White
Female
14,344
0
40
United-States
>50K
31
Private
220,066
Bachelors
13
Never-married
Exec-managerial
Not-in-family
White
Female
14,344
0
50
United-States
>50K
31
Private
340,917
HS-grad
9
Never-married
Craft-repair
Unmarried
White
Male
14,344
0
40
United-States
>50K
45
Private
543,922
Masters
14
Divorced
Transport-moving
Not-in-family
White
Male
14,344
0
48
United-States
>50K
37
Private
538,443
HS-grad
9
Divorced
Craft-repair
Not-in-family
White
Male
14,344
0
40
United-States
>50K
53
Local-gov
221,722
Masters
14
Never-married
Exec-managerial
Not-in-family
White
Female
14,344
0
50
United-States
>50K
23
Private
106,957
11th
7
Never-married
Craft-repair
Own-child
Asian-Pac-Islander
Male
14,344
0
40
Vietnam
>50K
53
Private
171,924
Bachelors
13
Divorced
Prof-specialty
Not-in-family
White
Male
14,344
0
55
United-States
>50K
43
Private
170,525
Bachelors
13
Divorced
Prof-specialty
Not-in-family
White
Female
14,344
0
40
United-States
>50K
44
Self-emp-not-inc
274,562
HS-grad
9
Never-married
Craft-repair
Not-in-family
White
Male
14,344
0
40
United-States
>50K
39
Private
174,924
HS-grad
9
Separated
Exec-managerial
Not-in-family
White
Male
14,344
0
40
United-States
>50K
49
Private
149,049
Some-college
10
Divorced
Exec-managerial
Not-in-family
White
Male
14,344
0
45
United-States
>50K
35
Private
252,897
Assoc-acdm
12
Never-married
Adm-clerical
Not-in-family
White
Female
14,344
0
40
United-States
>50K
41
State-gov
108,945
HS-grad
9
Never-married
Transport-moving
Not-in-family
White
Female
14,344
0
40
United-States
>50K
35
Private
127,306
Assoc-voc
11
Never-married
Adm-clerical
Own-child
White
Female
14,344
0
40
United-States
>50K
38
Private
217,349
Assoc-voc
11
Divorced
Prof-specialty
Not-in-family
White
Female
14,344
0
40
United-States
>50K
29
Private
157,612
Bachelors
13
Never-married
Prof-specialty
Not-in-family
White
Female
14,344
0
40
United-States
>50K
22
Private
233,955
Bachelors
13
Never-married
Prof-specialty
Not-in-family
Amer-Indian-Eskimo
Female
14,344
0
40
United-States
>50K
54
Private
288,992
10th
6
Divorced
Prof-specialty
Unmarried
White
Male
14,344
0
68
United-States
>50K
36
Private
337,039
Assoc-acdm
12
Never-married
Tech-support
Not-in-family
Black
Male
14,344
0
40
England
>50K
58
Private
234,213
HS-grad
9
Divorced
Craft-repair
Not-in-family
White
Male
14,344
0
48
United-States
>50K
24
Local-gov
452,640
Some-college
10
Never-married
Tech-support
Not-in-family
White
Male
14,344
0
50
United-States
>50K
52
Private
146,567
HS-grad
9
Divorced
Machine-op-inspct
Not-in-family
Black
Male
14,344
0
40
United-States
>50K
29
Private
152,461
Bachelors
13
Never-married
Prof-specialty
Unmarried
White
Female
14,344
0
50
United-States
>50K
29
Private
176,037
Assoc-voc
11
Divorced
Tech-support
Not-in-family
Black
Male
14,344
0
40
United-States
>50K
44
Private
147,110
Some-college
10
Divorced
Adm-clerical
Own-child
White
Male
14,344
0
40
United-States
>50K
31
Private
45,781
Masters
14
Never-married
Prof-specialty
Not-in-family
White
Female
14,084
0
50
United-States
>50K
40
Federal-gov
56,795
Masters
14
Never-married
Exec-managerial
Not-in-family
White
Female
14,084
0
55
United-States
>50K
42
Private
151,408
Masters
14
Never-married
Exec-managerial
Not-in-family
White
Female
14,084
0
50
United-States
>50K
44
Private
75,227
Prof-school
15
Never-married
Prof-specialty
Not-in-family
White
Male
14,084
0
40
United-States
>50K
55
Private
163,083
Bachelors
13
Separated
Exec-managerial
Not-in-family
White
Male
14,084
0
45
United-States
>50K
30
Local-gov
125,159
Bachelors
13
Never-married
Prof-specialty
Not-in-family
Black
Male
14,084
0
45
?
>50K
52
Private
218,550
Some-college
10
Married-spouse-absent
Adm-clerical
Not-in-family
White
Female
14,084
0
16
United-States
>50K
36
Private
297,449
Bachelors
13
Divorced
Prof-specialty
Not-in-family
White
Male
14,084
0
40
United-States
>50K
42
Federal-gov
170,230
Masters
14
Never-married
Exec-managerial
Not-in-family
White
Female
14,084
0
60
United-States
>50K
31
Private
345,122
Prof-school
15
Divorced
Prof-specialty
Not-in-family
White
Male
14,084
0
50
United-States
>50K
51
Private
196,501
Bachelors
13
Divorced
Exec-managerial
Not-in-family
White
Male
14,084
0
50
United-States
>50K
58
Private
150,560
Bachelors
13
Divorced
Adm-clerical
Not-in-family
White
Female
14,084
0
40
United-States
>50K
28
Private
34,335
HS-grad
9
Divorced
Sales
Not-in-family
Amer-Indian-Eskimo
Male
14,084
0
40
United-States
>50K
56
Private
295,067
Bachelors
13
Never-married
Exec-managerial
Not-in-family
White
Male
14,084
0
45
United-States
>50K
48
Self-emp-not-inc
328,606
Prof-school
15
Divorced
Prof-specialty
Unmarried
White
Male
14,084
0
63
United-States
>50K
37
Private
125,550
HS-grad
9
Never-married
Tech-support
Not-in-family
White
Female
14,084
0
35
United-States
>50K
36
Private
111,499
Masters
14
Never-married
Exec-managerial
Not-in-family
White
Female
14,084
0
40
United-States
>50K
37
Self-emp-not-inc
164,526
Doctorate
16
Never-married
Prof-specialty
Not-in-family
White
Male
14,084
0
45
United-States
>50K
54
Private
155,233
Bachelors
13
Never-married
Adm-clerical
Not-in-family
White
Female
14,084
0
40
United-States
>50K
40
Private
105,794
Prof-school
15
Never-married
Prof-specialty
Not-in-family
White
Female
14,084
0
50
United-States
>50K
34
Private
160,261
HS-grad
9
Never-married
Tech-support
Own-child
Asian-Pac-Islander
Male
14,084
0
35
China
>50K
59
Private
140,569
Some-college
10
Separated
Sales
Not-in-family
White
Male
14,084
0
60
United-States
>50K
31
Private
72,630
Bachelors
13
Never-married
Exec-managerial
Not-in-family
White
Male
14,084
0
50
United-States
>50K
49
Private
153,536
Some-college
10
Divorced
Prof-specialty
Not-in-family
White
Male
14,084
0
44
United-States
>50K
55
Private
436,861
Masters
14
Divorced
Prof-specialty
Not-in-family
White
Female
14,084
0
40
United-States
>50K
53
Self-emp-inc
42,924
Doctorate
16
Divorced
Exec-managerial
Not-in-family
White
Male
14,084
0
50
United-States
>50K
33
Private
168,981
Masters
14
Divorced
Exec-managerial
Own-child
White
Female
14,084
0
50
United-States
>50K
40
Private
175,935
Bachelors
13
Divorced
Sales
Not-in-family
White
Male
14,084
0
40
United-States
>50K
48
?
175,653
Assoc-acdm
12
Divorced
?
Not-in-family
White
Female
14,084
0
40
United-States
>50K
45
Self-emp-not-inc
319,122
Bachelors
13
Never-married
Sales
Not-in-family
White
Male
14,084
0
45
United-States
>50K
49
Self-emp-not-inc
107,597
HS-grad
9
Divorced
Exec-managerial
Unmarried
White
Female
14,084
0
30
United-States
>50K
31
Private
178,623
Bachelors
13
Never-married
Prof-specialty
Not-in-family
Black
Female
14,084
0
60
United-States
>50K
37
Private
82,576
Prof-school
15
Divorced
Prof-specialty
Not-in-family
White
Male
14,084
0
36
United-States
>50K
39
Private
347,960
Prof-school
15
Never-married
Prof-specialty
Not-in-family
White
Female
14,084
0
35
United-States
>50K
47
Private
160,187
HS-grad
9
Separated
Prof-specialty
Other-relative
Black
Female
14,084
0
38
United-States
>50K
62
State-gov
202,056
Bachelors
13
Divorced
Prof-specialty
Not-in-family
White
Male
14,084
0
40
United-States
>50K
51
Self-emp-inc
98,642
HS-grad
9
Divorced
Exec-managerial
Not-in-family
White
Male
14,084
0
40
United-States
>50K
63
Self-emp-inc
38,472
Some-college
10
Widowed
Sales
Not-in-family
White
Female
14,084
0
60
United-States
>50K
44
Private
110,396
Masters
14
Never-married
Exec-managerial
Not-in-family
White
Male
14,084
0
56
United-States
>50K
32
Private
167,990
Masters
14
Never-married
Exec-managerial
Not-in-family
White
Male
14,084
0
40
United-States
>50K
58
Federal-gov
72,998
11th
7
Divorced
Craft-repair
Not-in-family
Black
Female
14,084
0
40
United-States
>50K
40
Private
121,956
Bachelors
13
Married-spouse-absent
Prof-specialty
Not-in-family
Asian-Pac-Islander
Male
13,550
0
40
Cambodia
>50K