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
52
Private
147,876
Bachelors
13
Married-civ-spouse
Sales
Wife
White
Female
15,024
0
60
United-States
>50K
48
Private
126,754
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
40
United-States
>50K
44
Private
120,277
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
50
Italy
>50K
53
State-gov
281,590
HS-grad
9
Married-civ-spouse
Exec-managerial
Wife
White
Female
15,024
0
40
United-States
>50K
64
Self-emp-not-inc
134,960
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
35
United-States
>50K
39
Private
79,331
Masters
14
Married-civ-spouse
Exec-managerial
Husband
Asian-Pac-Islander
Male
15,024
0
40
United-States
>50K
50
Private
147,629
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
45
United-States
>50K
57
Self-emp-inc
119,253
Masters
14
Married-civ-spouse
Sales
Husband
White
Male
15,024
0
65
United-States
>50K
59
Self-emp-not-inc
174,056
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
15,024
0
40
United-States
>50K
44
Private
198,282
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
40
United-States
>50K
37
Private
82,521
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
40
United-States
>50K
56
Self-emp-inc
211,804
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
15,024
0
50
United-States
>50K
64
Private
319,371
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
40
United-States
>50K
32
Private
194,426
Bachelors
13
Married-civ-spouse
Tech-support
Husband
White
Male
15,024
0
40
United-States
>50K
39
Self-emp-inc
122,742
Assoc-acdm
12
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
55
United-States
>50K
57
Self-emp-inc
172,654
Prof-school
15
Married-civ-spouse
Transport-moving
Husband
White
Male
15,024
0
50
United-States
>50K
35
Private
376,455
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
60
United-States
>50K
51
Self-emp-not-inc
145,409
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
15,024
0
50
United-States
>50K
44
Private
198,316
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
50
United-States
>50K
57
Self-emp-not-inc
225,334
Prof-school
15
Married-civ-spouse
Sales
Wife
White
Female
15,024
0
35
United-States
>50K
47
Private
151,267
HS-grad
9
Married-civ-spouse
Machine-op-inspct
Wife
Black
Female
15,024
0
40
United-States
>50K
51
Private
293,196
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
60
Iran
>50K
50
Self-emp-not-inc
44,368
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
15,024
0
55
El-Salvador
>50K
52
Private
338,816
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
45
United-States
>50K
47
Self-emp-inc
214,169
HS-grad
9
Married-civ-spouse
Farming-fishing
Husband
White
Male
15,024
0
40
United-States
>50K
34
Private
30,497
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
60
United-States
>50K
37
Self-emp-inc
291,518
Bachelors
13
Married-civ-spouse
Craft-repair
Husband
White
Male
15,024
0
55
United-States
>50K
49
Self-emp-inc
362,654
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
50
United-States
>50K
54
Private
22,743
Some-college
10
Married-civ-spouse
Transport-moving
Husband
White
Male
15,024
0
60
United-States
>50K
39
Private
191,807
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
15,024
0
50
United-States
>50K
39
Self-emp-not-inc
126,569
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
60
United-States
>50K
32
Private
312,667
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
50
United-States
>50K
34
Self-emp-inc
186,824
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
40
United-States
>50K
53
Private
114,758
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
65
United-States
>50K
53
Federal-gov
199,720
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
60
Germany
>50K
52
Self-emp-inc
100,506
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
15,024
0
50
United-States
>50K
37
Local-gov
233,825
Bachelors
13
Married-civ-spouse
Prof-specialty
Wife
White
Female
15,024
0
50
United-States
>50K
53
Private
424,079
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
55
United-States
>50K
37
Private
148,015
Bachelors
13
Married-civ-spouse
Prof-specialty
Wife
Black
Female
15,024
0
40
United-States
>50K
47
Private
124,973
Assoc-voc
11
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
50
United-States
>50K
58
Self-emp-not-inc
93,664
HS-grad
9
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
60
United-States
>50K
39
Private
173,175
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
50
United-States
>50K
46
Private
155,659
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
15,024
0
45
United-States
>50K
49
Private
65,087
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
50
United-States
>50K
46
Private
117,849
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
15,024
0
40
United-States
>50K
32
Private
207,668
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
45
United-States
>50K
50
Self-emp-inc
127,315
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
60
United-States
>50K
61
Private
85,548
Some-college
10
Married-civ-spouse
Tech-support
Husband
White
Male
15,024
0
18
United-States
>50K
33
Private
56,701
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
75
United-States
>50K
31
Local-gov
381,153
Some-college
10
Married-civ-spouse
Protective-serv
Husband
White
Male
15,024
0
56
United-States
>50K
39
Self-emp-not-inc
109,766
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
50
United-States
>50K
45
Self-emp-inc
170,871
HS-grad
9
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
55
United-States
>50K
35
Private
99,357
Masters
14
Married-civ-spouse
Prof-specialty
Wife
White
Female
15,024
0
50
United-States
>50K
36
Private
261,382
Masters
14
Married-civ-spouse
Sales
Husband
White
Male
15,024
0
45
United-States
>50K
40
Self-emp-inc
157,240
Masters
14
Married-civ-spouse
Exec-managerial
Wife
White
Female
15,024
0
30
Iran
>50K
47
Self-emp-not-inc
168,109
HS-grad
9
Married-civ-spouse
Farming-fishing
Husband
White
Male
15,024
0
50
United-States
>50K
41
Private
280,167
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
70
United-States
>50K
52
Self-emp-inc
173,754
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
60
United-States
>50K
43
Private
303,051
Assoc-voc
11
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
40
United-States
>50K
55
Private
116,878
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
30
United-States
>50K
39
Private
179,668
Bachelors
13
Married-civ-spouse
Tech-support
Husband
White
Male
15,024
0
40
United-States
>50K
61
Private
176,839
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
50
United-States
>50K
46
Private
360,096
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
60
United-States
>50K
49
Private
198,759
Assoc-acdm
12
Married-civ-spouse
Sales
Husband
White
Male
15,024
0
60
United-States
>50K
52
Private
145,409
Some-college
10
Married-civ-spouse
Transport-moving
Husband
White
Male
15,024
0
60
Canada
>50K
58
Private
306,233
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
15,024
0
40
United-States
>50K
49
Local-gov
149,210
Bachelors
13
Married-civ-spouse
Protective-serv
Husband
Black
Male
15,024
0
40
United-States
>50K
46
Private
219,021
HS-grad
9
Married-civ-spouse
Transport-moving
Husband
White
Male
15,024
0
44
United-States
>50K
47
Self-emp-inc
332,355
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
50
United-States
>50K
47
Self-emp-inc
173,783
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
15,024
0
60
United-States
>50K
36
Local-gov
61,778
HS-grad
9
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
40
United-States
>50K
63
Self-emp-inc
137,940
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
50
United-States
>50K
37
Private
108,140
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
45
United-States
>50K
46
Private
328,216
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
40
United-States
>50K
39
Private
187,098
Prof-school
15
Married-civ-spouse
Exec-managerial
Wife
White
Female
15,024
0
47
United-States
>50K
53
Private
151,580
Some-college
10
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
40
United-States
>50K
30
Private
154,950
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
60
United-States
>50K
32
Private
193,042
Prof-school
15
Married-civ-spouse
Sales
Husband
White
Male
15,024
0
60
United-States
>50K
47
State-gov
120,429
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
50
United-States
>50K
55
Private
229,029
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
48
United-States
>50K
57
Private
200,453
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
15,024
0
40
United-States
>50K
39
Private
70,995
Bachelors
13
Married-civ-spouse
Transport-moving
Husband
White
Male
15,024
0
99
United-States
>50K
37
Private
186,934
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
15,024
0
60
United-States
>50K
32
Private
167,531
Prof-school
15
Married-civ-spouse
Prof-specialty
Wife
Asian-Pac-Islander
Female
15,024
0
50
United-States
>50K
50
Private
34,832
Bachelors
13
Married-civ-spouse
Tech-support
Husband
White
Male
15,024
0
40
United-States
>50K
41
Private
35,166
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
15,024
0
50
United-States
>50K
43
Private
352,005
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
15,024
0
45
United-States
>50K
45
Private
205,100
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
60
United-States
>50K
40
State-gov
199,381
Masters
14
Married-civ-spouse
Prof-specialty
Wife
White
Female
15,024
0
37
United-States
>50K
55
Private
282,023
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
15,024
0
50
United-States
>50K
59
Private
271,571
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
15,024
0
50
United-States
>50K
63
Private
213,945
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
15,024
0
40
Iran
>50K
34
Private
187,215
Bachelors
13
Married-civ-spouse
Prof-specialty
Wife
White
Female
15,024
0
36
United-States
>50K
50
Local-gov
259,377
Masters
14
Married-civ-spouse
Prof-specialty
Wife
White
Female
15,024
0
40
United-States
>50K
51
Self-emp-inc
167,793
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
40
United-States
>50K
36
Private
237,943
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
50
United-States
>50K
54
Private
135,803
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
Asian-Pac-Islander
Male
15,024
0
60
South
>50K
42
Private
340,234
HS-grad
9
Married-civ-spouse
Tech-support
Husband
Asian-Pac-Islander
Male
15,024
0
40
United-States
>50K
40
Private
226,902
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
50
United-States
>50K
42
Local-gov
121,998
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
15,024
0
40
United-States
>50K