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
stringlengths 2
27
| income
class label 2
classes |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
20
|
Private
| 416,103
|
Some-college
| 10
|
Never-married
|
Handlers-cleaners
|
Own-child
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
28
|
Private
| 108,574
|
Some-college
| 10
|
Never-married
|
Other-service
|
Not-in-family
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
50
|
State-gov
| 288,353
|
Bachelors
| 13
|
Married-civ-spouse
|
Protective-serv
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
34
|
Private
| 227,689
|
Assoc-voc
| 11
|
Divorced
|
Tech-support
|
Not-in-family
|
White
|
Female
| 0
| 0
| 64
|
United-States
| 0 <=50K
|
28
|
Private
| 166,481
|
7th-8th
| 4
|
Married-civ-spouse
|
Handlers-cleaners
|
Husband
|
Other
|
Male
| 0
| 2,179
| 40
|
Puerto-Rico
| 0 <=50K
|
41
|
Private
| 445,382
|
Masters
| 14
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 1,977
| 65
|
United-States
| 1 >50K
|
28
|
Private
| 110,145
|
HS-grad
| 9
|
Married-civ-spouse
|
Adm-clerical
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
46
|
Self-emp-not-inc
| 317,253
|
HS-grad
| 9
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 0
| 25
|
United-States
| 0 <=50K
|
28
|
?
| 123,147
|
Some-college
| 10
|
Married-civ-spouse
|
?
|
Wife
|
White
|
Female
| 0
| 1,887
| 40
|
United-States
| 1 >50K
|
32
|
Private
| 364,657
|
Some-college
| 10
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 0
| 50
|
United-States
| 0 <=50K
|
41
|
Local-gov
| 42,346
|
Some-college
| 10
|
Divorced
|
Other-service
|
Not-in-family
|
Black
|
Female
| 0
| 0
| 24
|
United-States
| 0 <=50K
|
24
|
Private
| 241,951
|
HS-grad
| 9
|
Never-married
|
Handlers-cleaners
|
Unmarried
|
Black
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
33
|
Private
| 118,500
|
Some-college
| 10
|
Divorced
|
Exec-managerial
|
Unmarried
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
46
|
Private
| 188,386
|
Doctorate
| 16
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 15,024
| 0
| 60
|
United-States
| 1 >50K
|
31
|
State-gov
| 1,033,222
|
Some-college
| 10
|
Married-civ-spouse
|
Machine-op-inspct
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
35
|
Private
| 92,440
|
12th
| 8
|
Divorced
|
Craft-repair
|
Not-in-family
|
White
|
Male
| 0
| 0
| 50
|
United-States
| 1 >50K
|
52
|
Private
| 190,762
|
1st-4th
| 2
|
Married-civ-spouse
|
Machine-op-inspct
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
Mexico
| 0 <=50K
|
30
|
Private
| 426,017
|
11th
| 7
|
Never-married
|
Other-service
|
Own-child
|
White
|
Female
| 0
| 0
| 19
|
United-States
| 0 <=50K
|
34
|
Local-gov
| 243,867
|
11th
| 7
|
Separated
|
Machine-op-inspct
|
Not-in-family
|
Black
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
34
|
State-gov
| 240,283
|
HS-grad
| 9
|
Divorced
|
Transport-moving
|
Unmarried
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
20
|
Private
| 61,777
|
Some-college
| 10
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 0
| 30
|
United-States
| 0 <=50K
|
17
|
Private
| 175,024
|
11th
| 7
|
Never-married
|
Handlers-cleaners
|
Own-child
|
White
|
Male
| 2,176
| 0
| 18
|
United-States
| 0 <=50K
|
32
|
State-gov
| 92,003
|
Bachelors
| 13
|
Married-civ-spouse
|
Exec-managerial
|
Wife
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 1 >50K
|
29
|
Private
| 188,401
|
HS-grad
| 9
|
Divorced
|
Farming-fishing
|
Not-in-family
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
33
|
Private
| 228,528
|
10th
| 6
|
Never-married
|
Craft-repair
|
Unmarried
|
White
|
Female
| 0
| 0
| 35
|
United-States
| 0 <=50K
|
25
|
Private
| 133,373
|
HS-grad
| 9
|
Married-civ-spouse
|
Transport-moving
|
Husband
|
White
|
Male
| 0
| 0
| 60
|
United-States
| 0 <=50K
|
36
|
Federal-gov
| 255,191
|
Masters
| 14
|
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Male
| 0
| 1,408
| 40
|
United-States
| 0 <=50K
|
23
|
Private
| 204,653
|
HS-grad
| 9
|
Never-married
|
Handlers-cleaners
|
Not-in-family
|
White
|
Male
| 0
| 0
| 72
|
Dominican-Republic
| 0 <=50K
|
63
|
Self-emp-inc
| 222,289
|
HS-grad
| 9
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
47
|
Local-gov
| 287,480
|
Masters
| 14
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
80
|
?
| 107,762
|
HS-grad
| 9
|
Widowed
|
?
|
Not-in-family
|
White
|
Male
| 0
| 0
| 24
|
United-States
| 0 <=50K
|
17
|
?
| 202,521
|
11th
| 7
|
Never-married
|
?
|
Own-child
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
40
|
Self-emp-not-inc
| 204,116
|
Bachelors
| 13
|
Married-spouse-absent
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 2,174
| 0
| 40
|
United-States
| 0 <=50K
|
30
|
Private
| 29,662
|
Assoc-acdm
| 12
|
Married-civ-spouse
|
Other-service
|
Wife
|
White
|
Female
| 0
| 0
| 25
|
United-States
| 1 >50K
|
27
|
Private
| 116,358
|
Some-college
| 10
|
Never-married
|
Craft-repair
|
Own-child
|
Asian-Pac-Islander
|
Male
| 0
| 1,980
| 40
|
Philippines
| 0 <=50K
|
33
|
Private
| 208,405
|
Masters
| 14
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 0
| 50
|
United-States
| 1 >50K
|
34
|
Local-gov
| 284,843
|
HS-grad
| 9
|
Never-married
|
Farming-fishing
|
Not-in-family
|
Black
|
Male
| 594
| 0
| 60
|
United-States
| 0 <=50K
|
34
|
Local-gov
| 117,018
|
Some-college
| 10
|
Never-married
|
Protective-serv
|
Not-in-family
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
23
|
Private
| 81,281
|
Some-college
| 10
|
Married-civ-spouse
|
Adm-clerical
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
42
|
Local-gov
| 340,148
|
Some-college
| 10
|
Married-civ-spouse
|
Adm-clerical
|
Wife
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
29
|
Private
| 363,425
|
Bachelors
| 13
|
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
45
|
Private
| 45,857
|
HS-grad
| 9
|
Divorced
|
Adm-clerical
|
Not-in-family
|
White
|
Female
| 0
| 0
| 28
|
United-States
| 0 <=50K
|
24
|
Federal-gov
| 191,073
|
HS-grad
| 9
|
Never-married
|
Armed-Forces
|
Own-child
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
44
|
Private
| 116,632
|
Some-college
| 10
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
27
|
Private
| 405,855
|
9th
| 5
|
Never-married
|
Craft-repair
|
Other-relative
|
White
|
Male
| 0
| 0
| 40
|
Mexico
| 0 <=50K
|
20
|
Private
| 298,227
|
Some-college
| 10
|
Never-married
|
Sales
|
Not-in-family
|
White
|
Male
| 0
| 0
| 35
|
United-States
| 0 <=50K
|
44
|
Private
| 290,521
|
HS-grad
| 9
|
Widowed
|
Exec-managerial
|
Unmarried
|
Black
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
51
|
Private
| 56,915
|
HS-grad
| 9
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
Amer-Indian-Eskimo
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
20
|
Private
| 146,538
|
HS-grad
| 9
|
Married-civ-spouse
|
Machine-op-inspct
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
17
|
?
| 258,872
|
11th
| 7
|
Never-married
|
?
|
Own-child
|
White
|
Female
| 0
| 0
| 5
|
United-States
| 0 <=50K
|
19
|
Private
| 206,399
|
HS-grad
| 9
|
Never-married
|
Machine-op-inspct
|
Own-child
|
Black
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
45
|
Self-emp-inc
| 197,332
|
Some-college
| 10
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 0
| 55
|
United-States
| 1 >50K
|
60
|
Private
| 245,062
|
HS-grad
| 9
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
42
|
Private
| 197,583
|
Assoc-acdm
| 12
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
Black
|
Male
| 0
| 0
| 40
|
?
| 1 >50K
|
44
|
Self-emp-not-inc
| 234,885
|
HS-grad
| 9
|
Married-civ-spouse
|
Sales
|
Wife
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 1 >50K
|
40
|
Private
| 72,887
|
Assoc-voc
| 11
|
Married-civ-spouse
|
Machine-op-inspct
|
Husband
|
Asian-Pac-Islander
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
30
|
Private
| 180,374
|
HS-grad
| 9
|
Married-civ-spouse
|
Exec-managerial
|
Wife
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
38
|
Private
| 351,299
|
Some-college
| 10
|
Married-civ-spouse
|
Transport-moving
|
Husband
|
Black
|
Male
| 0
| 0
| 50
|
United-States
| 0 <=50K
|
23
|
Private
| 54,012
|
HS-grad
| 9
|
Married-civ-spouse
|
Transport-moving
|
Husband
|
White
|
Male
| 0
| 0
| 60
|
United-States
| 0 <=50K
|
32
|
?
| 115,745
|
Some-college
| 10
|
Married-civ-spouse
|
?
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
44
|
Private
| 116,632
|
Assoc-acdm
| 12
|
Never-married
|
Farming-fishing
|
Own-child
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
54
|
Local-gov
| 288,825
|
HS-grad
| 9
|
Married-civ-spouse
|
Transport-moving
|
Husband
|
Black
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
32
|
Private
| 132,601
|
Bachelors
| 13
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 0
| 50
|
United-States
| 0 <=50K
|
50
|
Private
| 193,374
|
1st-4th
| 2
|
Married-spouse-absent
|
Craft-repair
|
Unmarried
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
24
|
Private
| 170,070
|
Bachelors
| 13
|
Never-married
|
Tech-support
|
Not-in-family
|
White
|
Female
| 0
| 0
| 20
|
United-States
| 0 <=50K
|
37
|
Private
| 126,708
|
HS-grad
| 9
|
Married-civ-spouse
|
Adm-clerical
|
Wife
|
White
|
Female
| 0
| 0
| 60
|
United-States
| 0 <=50K
|
52
|
Private
| 35,598
|
HS-grad
| 9
|
Divorced
|
Transport-moving
|
Unmarried
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
38
|
Private
| 33,983
|
Some-college
| 10
|
Married-civ-spouse
|
Transport-moving
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
49
|
Private
| 192,776
|
Masters
| 14
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 1,977
| 45
|
United-States
| 1 >50K
|
30
|
Private
| 118,551
|
Bachelors
| 13
|
Married-civ-spouse
|
Tech-support
|
Wife
|
White
|
Female
| 0
| 0
| 16
|
United-States
| 1 >50K
|
60
|
Private
| 201,965
|
Some-college
| 10
|
Never-married
|
Prof-specialty
|
Unmarried
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
22
|
?
| 139,883
|
Some-college
| 10
|
Never-married
|
?
|
Own-child
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
35
|
Private
| 285,020
|
HS-grad
| 9
|
Never-married
|
Craft-repair
|
Not-in-family
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
30
|
Private
| 303,990
|
HS-grad
| 9
|
Never-married
|
Transport-moving
|
Not-in-family
|
White
|
Male
| 0
| 0
| 60
|
United-States
| 0 <=50K
|
67
|
Private
| 49,401
|
Assoc-voc
| 11
|
Divorced
|
Other-service
|
Not-in-family
|
White
|
Female
| 0
| 0
| 24
|
United-States
| 0 <=50K
|
46
|
Private
| 279,196
|
Bachelors
| 13
|
Never-married
|
Craft-repair
|
Not-in-family
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
17
|
Private
| 211,870
|
9th
| 5
|
Never-married
|
Other-service
|
Not-in-family
|
White
|
Male
| 0
| 0
| 6
|
United-States
| 0 <=50K
|
22
|
Private
| 281,432
|
Some-college
| 10
|
Never-married
|
Handlers-cleaners
|
Own-child
|
White
|
Male
| 0
| 0
| 30
|
United-States
| 0 <=50K
|
27
|
Private
| 161,155
|
10th
| 6
|
Never-married
|
Other-service
|
Not-in-family
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
23
|
Private
| 197,904
|
HS-grad
| 9
|
Never-married
|
Other-service
|
Unmarried
|
White
|
Female
| 0
| 0
| 35
|
United-States
| 0 <=50K
|
33
|
Private
| 111,746
|
Assoc-acdm
| 12
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 0
| 45
|
Portugal
| 0 <=50K
|
43
|
Self-emp-not-inc
| 170,721
|
Some-college
| 10
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 0
| 20
|
United-States
| 0 <=50K
|
28
|
State-gov
| 70,100
|
Bachelors
| 13
|
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Male
| 0
| 0
| 20
|
United-States
| 0 <=50K
|
41
|
Private
| 193,626
|
HS-grad
| 9
|
Married-spouse-absent
|
Craft-repair
|
Unmarried
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
52
|
?
| 271,749
|
12th
| 8
|
Never-married
|
?
|
Other-relative
|
Black
|
Male
| 594
| 0
| 40
|
United-States
| 0 <=50K
|
25
|
Private
| 189,775
|
Some-college
| 10
|
Married-spouse-absent
|
Adm-clerical
|
Own-child
|
Black
|
Female
| 0
| 0
| 20
|
United-States
| 0 <=50K
|
63
|
?
| 401,531
|
1st-4th
| 2
|
Married-civ-spouse
|
?
|
Husband
|
White
|
Male
| 0
| 0
| 35
|
United-States
| 0 <=50K
|
59
|
Local-gov
| 286,967
|
HS-grad
| 9
|
Married-civ-spouse
|
Transport-moving
|
Husband
|
White
|
Male
| 0
| 0
| 45
|
United-States
| 0 <=50K
|
45
|
Local-gov
| 164,427
|
Bachelors
| 13
|
Divorced
|
Prof-specialty
|
Unmarried
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
38
|
Private
| 91,039
|
Bachelors
| 13
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 15,024
| 0
| 60
|
United-States
| 1 >50K
|
40
|
Private
| 347,934
|
HS-grad
| 9
|
Never-married
|
Other-service
|
Not-in-family
|
White
|
Female
| 0
| 0
| 35
|
United-States
| 0 <=50K
|
46
|
Federal-gov
| 371,373
|
HS-grad
| 9
|
Divorced
|
Adm-clerical
|
Not-in-family
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
35
|
Private
| 32,220
|
Assoc-acdm
| 12
|
Never-married
|
Exec-managerial
|
Not-in-family
|
White
|
Female
| 0
| 0
| 60
|
United-States
| 0 <=50K
|
34
|
Private
| 187,251
|
HS-grad
| 9
|
Divorced
|
Prof-specialty
|
Unmarried
|
White
|
Female
| 0
| 0
| 25
|
United-States
| 0 <=50K
|
33
|
Private
| 178,107
|
Bachelors
| 13
|
Never-married
|
Craft-repair
|
Own-child
|
White
|
Male
| 0
| 0
| 20
|
United-States
| 0 <=50K
|
41
|
Private
| 343,121
|
HS-grad
| 9
|
Divorced
|
Adm-clerical
|
Unmarried
|
White
|
Female
| 0
| 0
| 36
|
United-States
| 0 <=50K
|
20
|
Private
| 262,749
|
Some-college
| 10
|
Never-married
|
Machine-op-inspct
|
Own-child
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
23
|
Private
| 403,107
|
5th-6th
| 3
|
Never-married
|
Other-service
|
Own-child
|
White
|
Male
| 0
| 0
| 40
|
El-Salvador
| 0 <=50K
|
26
|
Private
| 64,293
|
Some-college
| 10
|
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 0
| 0
| 35
|
United-States
| 0 <=50K
|
72
|
?
| 303,588
|
HS-grad
| 9
|
Married-civ-spouse
|
?
|
Husband
|
White
|
Male
| 0
| 0
| 20
|
United-States
| 0 <=50K
|
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