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
90
?
77,053
HS-grad
9
Widowed
?
Not-in-family
White
Female
0
4,356
40
United-States
<=50K
82
Private
132,870
HS-grad
9
Widowed
Exec-managerial
Not-in-family
White
Female
0
4,356
18
United-States
<=50K
66
?
186,061
Some-college
10
Widowed
?
Unmarried
Black
Female
0
4,356
40
United-States
<=50K
54
Private
140,359
7th-8th
4
Divorced
Machine-op-inspct
Unmarried
White
Female
0
3,900
40
United-States
<=50K
41
Private
264,663
Some-college
10
Separated
Prof-specialty
Own-child
White
Female
0
3,900
40
United-States
<=50K
34
Private
216,864
HS-grad
9
Divorced
Other-service
Unmarried
White
Female
0
3,770
45
United-States
<=50K
38
Private
150,601
10th
6
Separated
Adm-clerical
Unmarried
White
Male
0
3,770
40
United-States
<=50K
74
State-gov
88,638
Doctorate
16
Never-married
Prof-specialty
Other-relative
White
Female
0
3,683
20
United-States
>50K
68
Federal-gov
422,013
HS-grad
9
Divorced
Prof-specialty
Not-in-family
White
Female
0
3,683
40
United-States
<=50K
41
Private
70,037
Some-college
10
Never-married
Craft-repair
Unmarried
White
Male
0
3,004
60
?
>50K
45
Private
172,274
Doctorate
16
Divorced
Prof-specialty
Unmarried
Black
Female
0
3,004
35
United-States
>50K
38
Self-emp-not-inc
164,526
Prof-school
15
Never-married
Prof-specialty
Not-in-family
White
Male
0
2,824
45
United-States
>50K
52
Private
129,177
Bachelors
13
Widowed
Other-service
Not-in-family
White
Female
0
2,824
20
United-States
>50K
32
Private
136,204
Masters
14
Separated
Exec-managerial
Not-in-family
White
Male
0
2,824
55
United-States
>50K
51
?
172,175
Doctorate
16
Never-married
?
Not-in-family
White
Male
0
2,824
40
United-States
>50K
46
Private
45,363
Prof-school
15
Divorced
Prof-specialty
Not-in-family
White
Male
0
2,824
40
United-States
>50K
45
Private
172,822
11th
7
Divorced
Transport-moving
Not-in-family
White
Male
0
2,824
76
United-States
>50K
57
Private
317,847
Masters
14
Divorced
Exec-managerial
Not-in-family
White
Male
0
2,824
50
United-States
>50K
22
Private
119,592
Assoc-acdm
12
Never-married
Handlers-cleaners
Not-in-family
Black
Male
0
2,824
40
?
>50K
34
Private
203,034
Bachelors
13
Separated
Sales
Not-in-family
White
Male
0
2,824
50
United-States
>50K
37
Private
188,774
Bachelors
13
Never-married
Exec-managerial
Not-in-family
White
Male
0
2,824
40
United-States
>50K
29
Private
77,009
11th
7
Separated
Sales
Not-in-family
White
Female
0
2,754
42
United-States
<=50K
61
Private
29,059
HS-grad
9
Divorced
Sales
Unmarried
White
Female
0
2,754
25
United-States
<=50K
51
Private
153,870
Some-college
10
Married-civ-spouse
Transport-moving
Husband
White
Male
0
2,603
40
United-States
<=50K
61
?
135,285
HS-grad
9
Married-civ-spouse
?
Husband
White
Male
0
2,603
32
United-States
<=50K
21
Private
34,310
Assoc-voc
11
Married-civ-spouse
Craft-repair
Husband
White
Male
0
2,603
40
United-States
<=50K
33
Private
228,696
1st-4th
2
Married-civ-spouse
Craft-repair
Not-in-family
White
Male
0
2,603
32
Mexico
<=50K
49
Private
122,066
5th-6th
3
Married-civ-spouse
Other-service
Husband
White
Male
0
2,603
40
Greece
<=50K
37
Self-emp-inc
107,164
10th
6
Never-married
Transport-moving
Not-in-family
White
Male
0
2,559
50
United-States
>50K
38
Private
175,360
10th
6
Never-married
Prof-specialty
Not-in-family
White
Male
0
2,559
90
United-States
>50K
23
Private
44,064
Some-college
10
Separated
Other-service
Not-in-family
White
Male
0
2,559
40
United-States
>50K
59
Self-emp-inc
107,287
10th
6
Widowed
Exec-managerial
Unmarried
White
Female
0
2,559
50
United-States
>50K
52
Private
198,863
Prof-school
15
Divorced
Exec-managerial
Not-in-family
White
Male
0
2,559
60
United-States
>50K
51
Private
123,011
Bachelors
13
Divorced
Exec-managerial
Not-in-family
White
Male
0
2,559
50
United-States
>50K
60
Self-emp-not-inc
205,246
HS-grad
9
Never-married
Exec-managerial
Not-in-family
Black
Male
0
2,559
50
United-States
>50K
63
Federal-gov
39,181
Doctorate
16
Divorced
Exec-managerial
Not-in-family
White
Female
0
2,559
60
United-States
>50K
53
Private
149,650
HS-grad
9
Never-married
Sales
Not-in-family
White
Male
0
2,559
48
United-States
>50K
51
Private
197,163
Prof-school
15
Never-married
Prof-specialty
Not-in-family
White
Female
0
2,559
50
United-States
>50K
37
Self-emp-not-inc
137,527
Doctorate
16
Never-married
Prof-specialty
Not-in-family
White
Female
0
2,559
60
United-States
>50K
54
Private
161,691
Masters
14
Divorced
Prof-specialty
Not-in-family
White
Female
0
2,559
40
United-States
>50K
44
Private
326,232
Bachelors
13
Divorced
Exec-managerial
Unmarried
White
Male
0
2,547
50
United-States
>50K
43
Private
115,806
Masters
14
Divorced
Exec-managerial
Unmarried
White
Female
0
2,547
40
United-States
>50K
51
Private
115,066
Some-college
10
Divorced
Adm-clerical
Unmarried
White
Female
0
2,547
40
United-States
>50K
43
Private
289,669
Masters
14
Divorced
Prof-specialty
Unmarried
White
Female
0
2,547
40
United-States
>50K
71
?
100,820
HS-grad
9
Married-civ-spouse
?
Husband
White
Male
0
2,489
15
United-States
<=50K
48
Private
121,253
Bachelors
13
Married-spouse-absent
Sales
Unmarried
White
Female
0
2,472
70
United-States
>50K
71
Private
110,380
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
0
2,467
52
United-States
<=50K
73
Self-emp-not-inc
233,882
HS-grad
9
Married-civ-spouse
Farming-fishing
Husband
Asian-Pac-Islander
Male
0
2,457
40
Vietnam
<=50K
68
?
192,052
Some-college
10
Married-civ-spouse
?
Wife
White
Female
0
2,457
40
United-States
<=50K
67
?
174,995
Some-college
10
Married-civ-spouse
?
Husband
White
Male
0
2,457
40
United-States
<=50K
40
Self-emp-not-inc
335,549
Prof-school
15
Never-married
Prof-specialty
Not-in-family
White
Male
0
2,444
45
United-States
>50K
50
Private
237,729
HS-grad
9
Widowed
Sales
Not-in-family
White
Female
0
2,444
72
United-States
>50K
51
State-gov
68,898
Assoc-voc
11
Divorced
Tech-support
Not-in-family
White
Male
0
2,444
39
United-States
>50K
42
Private
107,276
Some-college
10
Never-married
Exec-managerial
Not-in-family
White
Female
0
2,444
40
United-States
>50K
39
Private
141,584
Masters
14
Never-married
Sales
Not-in-family
White
Male
0
2,444
45
United-States
>50K
32
Private
207,668
Bachelors
13
Never-married
Exec-managerial
Other-relative
White
Male
0
2,444
50
United-States
>50K
53
Private
313,243
Some-college
10
Separated
Craft-repair
Not-in-family
White
Male
0
2,444
45
United-States
>50K
40
Local-gov
147,372
Some-college
10
Never-married
Protective-serv
Not-in-family
White
Male
0
2,444
40
United-States
>50K
38
Private
237,608
Bachelors
13
Never-married
Sales
Not-in-family
White
Female
0
2,444
45
United-States
>50K
33
Private
194,901
Assoc-voc
11
Separated
Craft-repair
Not-in-family
White
Male
0
2,444
42
United-States
>50K
43
Private
155,106
Assoc-acdm
12
Divorced
Craft-repair
Not-in-family
White
Male
0
2,444
70
United-States
>50K
50
Self-emp-inc
121,441
11th
7
Never-married
Exec-managerial
Other-relative
White
Male
0
2,444
40
United-States
>50K
44
Private
162,028
Some-college
10
Married-civ-spouse
Adm-clerical
Wife
White
Female
0
2,415
6
United-States
>50K
51
Self-emp-not-inc
160,724
Bachelors
13
Married-civ-spouse
Sales
Husband
Asian-Pac-Islander
Male
0
2,415
40
China
>50K
41
Private
132,222
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
2,415
40
United-States
>50K
60
Self-emp-inc
226,355
Assoc-voc
11
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
0
2,415
70
?
>50K
37
Private
329,980
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
2,415
60
United-States
>50K
55
Self-emp-inc
124,137
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
2,415
35
Greece
>50K
39
Self-emp-inc
329,980
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
0
2,415
60
United-States
>50K
42
Self-emp-inc
187,702
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
2,415
60
United-States
>50K
49
Private
199,029
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
0
2,415
55
United-States
>50K
47
Self-emp-not-inc
145,290
HS-grad
9
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
2,415
50
United-States
>50K
41
Local-gov
297,248
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
2,415
45
United-States
>50K
55
Self-emp-inc
227,856
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
2,415
50
United-States
>50K
39
Private
179,731
Masters
14
Married-civ-spouse
Exec-managerial
Wife
White
Female
0
2,415
65
United-States
>50K
42
Private
154,374
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
2,415
60
United-States
>50K
41
?
27,187
Assoc-voc
11
Married-civ-spouse
?
Husband
White
Male
0
2,415
12
United-States
>50K
46
Private
326,857
Masters
14
Married-civ-spouse
Sales
Husband
White
Male
0
2,415
65
United-States
>50K
40
Private
160,369
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
2,415
45
United-States
>50K
32
Private
396,745
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
2,415
48
United-States
>50K
41
Self-emp-inc
151,089
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
2,415
55
United-States
>50K
60
Self-emp-inc
336,188
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
2,415
80
United-States
>50K
31
Private
279,015
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
2,415
70
Taiwan
>50K
58
Self-emp-not-inc
43,221
Some-college
10
Married-civ-spouse
Farming-fishing
Husband
White
Male
0
2,415
40
United-States
>50K
37
Self-emp-inc
30,529
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
0
2,415
50
United-States
>50K
44
Self-emp-not-inc
201,742
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
2,415
50
United-States
>50K
39
Self-emp-not-inc
218,490
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
2,415
50
?
>50K
43
Federal-gov
156,996
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
Asian-Pac-Islander
Male
0
2,415
55
?
>50K
55
Self-emp-inc
298,449
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
0
2,415
50
United-States
>50K
44
Self-emp-inc
191,712
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
2,415
55
United-States
>50K
39
Private
198,654
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
Asian-Pac-Islander
Male
0
2,415
67
India
>50K
46
Self-emp-not-inc
102,308
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
0
2,415
40
United-States
>50K
39
Private
348,521
Some-college
10
Married-civ-spouse
Farming-fishing
Husband
White
Male
0
2,415
99
United-States
>50K
62
Self-emp-inc
56,248
Bachelors
13
Married-civ-spouse
Farming-fishing
Husband
White
Male
0
2,415
60
United-States
>50K
31
Self-emp-not-inc
252,752
HS-grad
9
Married-civ-spouse
Other-service
Wife
White
Female
0
2,415
40
United-States
>50K
46
Private
192,963
Bachelors
13
Married-civ-spouse
Adm-clerical
Husband
Asian-Pac-Islander
Male
0
2,415
35
Philippines
>50K
46
Self-emp-not-inc
198,759
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
2,415
80
United-States
>50K
39
Self-emp-inc
143,123
Assoc-voc
11
Married-civ-spouse
Craft-repair
Husband
White
Male
0
2,415
40
United-States
>50K
39
Private
237,713
Prof-school
15
Married-civ-spouse
Sales
Husband
White
Male
0
2,415
99
United-States
>50K
59
Private
81,929
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
White
Male
0
2,415
45
United-States
>50K