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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
39
|
State-gov
| 77,516
|
Bachelors
| 13
|
Never-married
|
Adm-clerical
|
Not-in-family
|
White
|
Male
| 2,174
| 0
| 40
|
United-States
| 0 <=50K
|
50
|
Self-emp-not-inc
| 83,311
|
Bachelors
| 13
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 0
| 13
|
United-States
| 0 <=50K
|
38
|
Private
| 215,646
|
HS-grad
| 9
|
Divorced
|
Handlers-cleaners
|
Not-in-family
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
53
|
Private
| 234,721
|
11th
| 7
|
Married-civ-spouse
|
Handlers-cleaners
|
Husband
|
Black
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
28
|
Private
| 338,409
|
Bachelors
| 13
|
Married-civ-spouse
|
Prof-specialty
|
Wife
|
Black
|
Female
| 0
| 0
| 40
|
Cuba
| 0 <=50K
|
37
|
Private
| 284,582
|
Masters
| 14
|
Married-civ-spouse
|
Exec-managerial
|
Wife
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
49
|
Private
| 160,187
|
9th
| 5
|
Married-spouse-absent
|
Other-service
|
Not-in-family
|
Black
|
Female
| 0
| 0
| 16
|
Jamaica
| 0 <=50K
|
52
|
Self-emp-not-inc
| 209,642
|
HS-grad
| 9
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 0
| 45
|
United-States
| 1 >50K
|
31
|
Private
| 45,781
|
Masters
| 14
|
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 14,084
| 0
| 50
|
United-States
| 1 >50K
|
42
|
Private
| 159,449
|
Bachelors
| 13
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 5,178
| 0
| 40
|
United-States
| 1 >50K
|
37
|
Private
| 280,464
|
Some-college
| 10
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
Black
|
Male
| 0
| 0
| 80
|
United-States
| 1 >50K
|
30
|
State-gov
| 141,297
|
Bachelors
| 13
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
Asian-Pac-Islander
|
Male
| 0
| 0
| 40
|
India
| 1 >50K
|
23
|
Private
| 122,272
|
Bachelors
| 13
|
Never-married
|
Adm-clerical
|
Own-child
|
White
|
Female
| 0
| 0
| 30
|
United-States
| 0 <=50K
|
32
|
Private
| 205,019
|
Assoc-acdm
| 12
|
Never-married
|
Sales
|
Not-in-family
|
Black
|
Male
| 0
| 0
| 50
|
United-States
| 0 <=50K
|
40
|
Private
| 121,772
|
Assoc-voc
| 11
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
Asian-Pac-Islander
|
Male
| 0
| 0
| 40
|
?
| 1 >50K
|
34
|
Private
| 245,487
|
7th-8th
| 4
|
Married-civ-spouse
|
Transport-moving
|
Husband
|
Amer-Indian-Eskimo
|
Male
| 0
| 0
| 45
|
Mexico
| 0 <=50K
|
25
|
Self-emp-not-inc
| 176,756
|
HS-grad
| 9
|
Never-married
|
Farming-fishing
|
Own-child
|
White
|
Male
| 0
| 0
| 35
|
United-States
| 0 <=50K
|
32
|
Private
| 186,824
|
HS-grad
| 9
|
Never-married
|
Machine-op-inspct
|
Unmarried
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
38
|
Private
| 28,887
|
11th
| 7
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 0
| 50
|
United-States
| 0 <=50K
|
43
|
Self-emp-not-inc
| 292,175
|
Masters
| 14
|
Divorced
|
Exec-managerial
|
Unmarried
|
White
|
Female
| 0
| 0
| 45
|
United-States
| 1 >50K
|
40
|
Private
| 193,524
|
Doctorate
| 16
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 0
| 60
|
United-States
| 1 >50K
|
54
|
Private
| 302,146
|
HS-grad
| 9
|
Separated
|
Other-service
|
Unmarried
|
Black
|
Female
| 0
| 0
| 20
|
United-States
| 0 <=50K
|
35
|
Federal-gov
| 76,845
|
9th
| 5
|
Married-civ-spouse
|
Farming-fishing
|
Husband
|
Black
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
43
|
Private
| 117,037
|
11th
| 7
|
Married-civ-spouse
|
Transport-moving
|
Husband
|
White
|
Male
| 0
| 2,042
| 40
|
United-States
| 0 <=50K
|
59
|
Private
| 109,015
|
HS-grad
| 9
|
Divorced
|
Tech-support
|
Unmarried
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
56
|
Local-gov
| 216,851
|
Bachelors
| 13
|
Married-civ-spouse
|
Tech-support
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
19
|
Private
| 168,294
|
HS-grad
| 9
|
Never-married
|
Craft-repair
|
Own-child
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
54
|
?
| 180,211
|
Some-college
| 10
|
Married-civ-spouse
|
?
|
Husband
|
Asian-Pac-Islander
|
Male
| 0
| 0
| 60
|
South
| 1 >50K
|
39
|
Private
| 367,260
|
HS-grad
| 9
|
Divorced
|
Exec-managerial
|
Not-in-family
|
White
|
Male
| 0
| 0
| 80
|
United-States
| 0 <=50K
|
49
|
Private
| 193,366
|
HS-grad
| 9
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
23
|
Local-gov
| 190,709
|
Assoc-acdm
| 12
|
Never-married
|
Protective-serv
|
Not-in-family
|
White
|
Male
| 0
| 0
| 52
|
United-States
| 0 <=50K
|
20
|
Private
| 266,015
|
Some-college
| 10
|
Never-married
|
Sales
|
Own-child
|
Black
|
Male
| 0
| 0
| 44
|
United-States
| 0 <=50K
|
45
|
Private
| 386,940
|
Bachelors
| 13
|
Divorced
|
Exec-managerial
|
Own-child
|
White
|
Male
| 0
| 1,408
| 40
|
United-States
| 0 <=50K
|
30
|
Federal-gov
| 59,951
|
Some-college
| 10
|
Married-civ-spouse
|
Adm-clerical
|
Own-child
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
22
|
State-gov
| 311,512
|
Some-college
| 10
|
Married-civ-spouse
|
Other-service
|
Husband
|
Black
|
Male
| 0
| 0
| 15
|
United-States
| 0 <=50K
|
48
|
Private
| 242,406
|
11th
| 7
|
Never-married
|
Machine-op-inspct
|
Unmarried
|
White
|
Male
| 0
| 0
| 40
|
Puerto-Rico
| 0 <=50K
|
21
|
Private
| 197,200
|
Some-college
| 10
|
Never-married
|
Machine-op-inspct
|
Own-child
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
19
|
Private
| 544,091
|
HS-grad
| 9
|
Married-AF-spouse
|
Adm-clerical
|
Wife
|
White
|
Female
| 0
| 0
| 25
|
United-States
| 0 <=50K
|
31
|
Private
| 84,154
|
Some-college
| 10
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 0
| 38
|
?
| 1 >50K
|
48
|
Self-emp-not-inc
| 265,477
|
Assoc-acdm
| 12
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
31
|
Private
| 507,875
|
9th
| 5
|
Married-civ-spouse
|
Machine-op-inspct
|
Husband
|
White
|
Male
| 0
| 0
| 43
|
United-States
| 0 <=50K
|
53
|
Self-emp-not-inc
| 88,506
|
Bachelors
| 13
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
24
|
Private
| 172,987
|
Bachelors
| 13
|
Married-civ-spouse
|
Tech-support
|
Husband
|
White
|
Male
| 0
| 0
| 50
|
United-States
| 0 <=50K
|
49
|
Private
| 94,638
|
HS-grad
| 9
|
Separated
|
Adm-clerical
|
Unmarried
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
25
|
Private
| 289,980
|
HS-grad
| 9
|
Never-married
|
Handlers-cleaners
|
Not-in-family
|
White
|
Male
| 0
| 0
| 35
|
United-States
| 0 <=50K
|
57
|
Federal-gov
| 337,895
|
Bachelors
| 13
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
Black
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
53
|
Private
| 144,361
|
HS-grad
| 9
|
Married-civ-spouse
|
Machine-op-inspct
|
Husband
|
White
|
Male
| 0
| 0
| 38
|
United-States
| 0 <=50K
|
44
|
Private
| 128,354
|
Masters
| 14
|
Divorced
|
Exec-managerial
|
Unmarried
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
41
|
State-gov
| 101,603
|
Assoc-voc
| 11
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
29
|
Private
| 271,466
|
Assoc-voc
| 11
|
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Male
| 0
| 0
| 43
|
United-States
| 0 <=50K
|
25
|
Private
| 32,275
|
Some-college
| 10
|
Married-civ-spouse
|
Exec-managerial
|
Wife
|
Other
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
18
|
Private
| 226,956
|
HS-grad
| 9
|
Never-married
|
Other-service
|
Own-child
|
White
|
Female
| 0
| 0
| 30
|
?
| 0 <=50K
|
47
|
Private
| 51,835
|
Prof-school
| 15
|
Married-civ-spouse
|
Prof-specialty
|
Wife
|
White
|
Female
| 0
| 1,902
| 60
|
Honduras
| 1 >50K
|
50
|
Federal-gov
| 251,585
|
Bachelors
| 13
|
Divorced
|
Exec-managerial
|
Not-in-family
|
White
|
Male
| 0
| 0
| 55
|
United-States
| 1 >50K
|
47
|
Self-emp-inc
| 109,832
|
HS-grad
| 9
|
Divorced
|
Exec-managerial
|
Not-in-family
|
White
|
Male
| 0
| 0
| 60
|
United-States
| 0 <=50K
|
43
|
Private
| 237,993
|
Some-college
| 10
|
Married-civ-spouse
|
Tech-support
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
46
|
Private
| 216,666
|
5th-6th
| 3
|
Married-civ-spouse
|
Machine-op-inspct
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
Mexico
| 0 <=50K
|
35
|
Private
| 56,352
|
Assoc-voc
| 11
|
Married-civ-spouse
|
Other-service
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
Puerto-Rico
| 0 <=50K
|
41
|
Private
| 147,372
|
HS-grad
| 9
|
Married-civ-spouse
|
Adm-clerical
|
Husband
|
White
|
Male
| 0
| 0
| 48
|
United-States
| 0 <=50K
|
30
|
Private
| 188,146
|
HS-grad
| 9
|
Married-civ-spouse
|
Machine-op-inspct
|
Husband
|
White
|
Male
| 5,013
| 0
| 40
|
United-States
| 0 <=50K
|
30
|
Private
| 59,496
|
Bachelors
| 13
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 2,407
| 0
| 40
|
United-States
| 0 <=50K
|
32
|
?
| 293,936
|
7th-8th
| 4
|
Married-spouse-absent
|
?
|
Not-in-family
|
White
|
Male
| 0
| 0
| 40
|
?
| 0 <=50K
|
48
|
Private
| 149,640
|
HS-grad
| 9
|
Married-civ-spouse
|
Transport-moving
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
42
|
Private
| 116,632
|
Doctorate
| 16
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 0
| 45
|
United-States
| 1 >50K
|
29
|
Private
| 105,598
|
Some-college
| 10
|
Divorced
|
Tech-support
|
Not-in-family
|
White
|
Male
| 0
| 0
| 58
|
United-States
| 0 <=50K
|
36
|
Private
| 155,537
|
HS-grad
| 9
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
28
|
Private
| 183,175
|
Some-college
| 10
|
Divorced
|
Adm-clerical
|
Not-in-family
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
53
|
Private
| 169,846
|
HS-grad
| 9
|
Married-civ-spouse
|
Adm-clerical
|
Wife
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 1 >50K
|
49
|
Self-emp-inc
| 191,681
|
Some-college
| 10
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 0
| 50
|
United-States
| 1 >50K
|
25
|
?
| 200,681
|
Some-college
| 10
|
Never-married
|
?
|
Own-child
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
19
|
Private
| 101,509
|
Some-college
| 10
|
Never-married
|
Prof-specialty
|
Own-child
|
White
|
Male
| 0
| 0
| 32
|
United-States
| 0 <=50K
|
31
|
Private
| 309,974
|
Bachelors
| 13
|
Separated
|
Sales
|
Own-child
|
Black
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
29
|
Self-emp-not-inc
| 162,298
|
Bachelors
| 13
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 0
| 70
|
United-States
| 1 >50K
|
23
|
Private
| 211,678
|
Some-college
| 10
|
Never-married
|
Machine-op-inspct
|
Not-in-family
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
79
|
Private
| 124,744
|
Some-college
| 10
|
Married-civ-spouse
|
Prof-specialty
|
Other-relative
|
White
|
Male
| 0
| 0
| 20
|
United-States
| 0 <=50K
|
27
|
Private
| 213,921
|
HS-grad
| 9
|
Never-married
|
Other-service
|
Own-child
|
White
|
Male
| 0
| 0
| 40
|
Mexico
| 0 <=50K
|
40
|
Private
| 32,214
|
Assoc-acdm
| 12
|
Married-civ-spouse
|
Adm-clerical
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
67
|
?
| 212,759
|
10th
| 6
|
Married-civ-spouse
|
?
|
Husband
|
White
|
Male
| 0
| 0
| 2
|
United-States
| 0 <=50K
|
18
|
Private
| 309,634
|
11th
| 7
|
Never-married
|
Other-service
|
Own-child
|
White
|
Female
| 0
| 0
| 22
|
United-States
| 0 <=50K
|
31
|
Local-gov
| 125,927
|
7th-8th
| 4
|
Married-civ-spouse
|
Farming-fishing
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
18
|
Private
| 446,839
|
HS-grad
| 9
|
Never-married
|
Sales
|
Not-in-family
|
White
|
Male
| 0
| 0
| 30
|
United-States
| 0 <=50K
|
52
|
Private
| 276,515
|
Bachelors
| 13
|
Married-civ-spouse
|
Other-service
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
Cuba
| 0 <=50K
|
46
|
Private
| 51,618
|
HS-grad
| 9
|
Married-civ-spouse
|
Other-service
|
Wife
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
59
|
Private
| 159,937
|
HS-grad
| 9
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 0
| 48
|
United-States
| 0 <=50K
|
44
|
Private
| 343,591
|
HS-grad
| 9
|
Divorced
|
Craft-repair
|
Not-in-family
|
White
|
Female
| 14,344
| 0
| 40
|
United-States
| 1 >50K
|
53
|
Private
| 346,253
|
HS-grad
| 9
|
Divorced
|
Sales
|
Own-child
|
White
|
Female
| 0
| 0
| 35
|
United-States
| 0 <=50K
|
49
|
Local-gov
| 268,234
|
HS-grad
| 9
|
Married-civ-spouse
|
Protective-serv
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
33
|
Private
| 202,051
|
Masters
| 14
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 0
| 50
|
United-States
| 0 <=50K
|
30
|
Private
| 54,334
|
9th
| 5
|
Never-married
|
Sales
|
Not-in-family
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
43
|
Federal-gov
| 410,867
|
Doctorate
| 16
|
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 0
| 0
| 50
|
United-States
| 1 >50K
|
57
|
Private
| 249,977
|
Assoc-voc
| 11
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
37
|
Private
| 286,730
|
Some-college
| 10
|
Divorced
|
Craft-repair
|
Unmarried
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
28
|
Private
| 212,563
|
Some-college
| 10
|
Divorced
|
Machine-op-inspct
|
Unmarried
|
Black
|
Female
| 0
| 0
| 25
|
United-States
| 0 <=50K
|
30
|
Private
| 117,747
|
HS-grad
| 9
|
Married-civ-spouse
|
Sales
|
Wife
|
Asian-Pac-Islander
|
Female
| 0
| 1,573
| 35
|
?
| 0 <=50K
|
34
|
Local-gov
| 226,296
|
Bachelors
| 13
|
Married-civ-spouse
|
Protective-serv
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
29
|
Local-gov
| 115,585
|
Some-college
| 10
|
Never-married
|
Handlers-cleaners
|
Not-in-family
|
White
|
Male
| 0
| 0
| 50
|
United-States
| 0 <=50K
|
48
|
Self-emp-not-inc
| 191,277
|
Doctorate
| 16
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 1,902
| 60
|
United-States
| 1 >50K
|
37
|
Private
| 202,683
|
Some-college
| 10
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 0
| 48
|
United-States
| 1 >50K
|
48
|
Private
| 171,095
|
Assoc-acdm
| 12
|
Divorced
|
Exec-managerial
|
Unmarried
|
White
|
Female
| 0
| 0
| 40
|
England
| 0 <=50K
|
32
|
Federal-gov
| 249,409
|
HS-grad
| 9
|
Never-married
|
Other-service
|
Own-child
|
Black
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
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