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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
48
|
Private
| 146,268
|
Bachelors
| 13
|
Married-civ-spouse
|
Adm-clerical
|
Husband
|
White
|
Male
| 7,688
| 0
| 40
|
United-States
| 1 >50K
|
21
|
Private
| 153,718
|
Some-college
| 10
|
Never-married
|
Other-service
|
Not-in-family
|
Asian-Pac-Islander
|
Female
| 0
| 0
| 25
|
United-States
| 0 <=50K
|
31
|
Private
| 217,460
|
HS-grad
| 9
|
Married-civ-spouse
|
Transport-moving
|
Husband
|
White
|
Male
| 0
| 0
| 45
|
United-States
| 1 >50K
|
55
|
Private
| 238,638
|
HS-grad
| 9
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 4,386
| 0
| 40
|
United-States
| 1 >50K
|
24
|
Private
| 303,296
|
Some-college
| 10
|
Married-civ-spouse
|
Adm-clerical
|
Wife
|
Asian-Pac-Islander
|
Female
| 0
| 0
| 40
|
Laos
| 0 <=50K
|
43
|
Private
| 173,321
|
HS-grad
| 9
|
Divorced
|
Adm-clerical
|
Not-in-family
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
26
|
Private
| 193,945
|
Assoc-acdm
| 12
|
Never-married
|
Tech-support
|
Not-in-family
|
White
|
Male
| 0
| 0
| 45
|
United-States
| 0 <=50K
|
46
|
Private
| 83,082
|
Assoc-acdm
| 12
|
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 0
| 0
| 33
|
United-States
| 0 <=50K
|
35
|
Private
| 193,815
|
Assoc-acdm
| 12
|
Married-civ-spouse
|
Adm-clerical
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
41
|
Self-emp-inc
| 34,987
|
Some-college
| 10
|
Married-civ-spouse
|
Farming-fishing
|
Husband
|
White
|
Male
| 0
| 0
| 54
|
United-States
| 1 >50K
|
26
|
Private
| 59,306
|
Bachelors
| 13
|
Never-married
|
Sales
|
Not-in-family
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
34
|
Private
| 142,897
|
Masters
| 14
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
Asian-Pac-Islander
|
Male
| 7,298
| 0
| 35
|
Taiwan
| 1 >50K
|
19
|
?
| 860,348
|
Some-college
| 10
|
Never-married
|
?
|
Own-child
|
Black
|
Female
| 0
| 0
| 25
|
United-States
| 0 <=50K
|
36
|
Self-emp-not-inc
| 205,607
|
Bachelors
| 13
|
Divorced
|
Prof-specialty
|
Not-in-family
|
Black
|
Female
| 0
| 0
| 40
|
United-States
| 1 >50K
|
22
|
Private
| 199,698
|
Some-college
| 10
|
Never-married
|
Sales
|
Own-child
|
White
|
Male
| 0
| 0
| 15
|
United-States
| 0 <=50K
|
24
|
Private
| 191,954
|
Some-college
| 10
|
Never-married
|
Machine-op-inspct
|
Not-in-family
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
77
|
Self-emp-not-inc
| 138,714
|
Some-college
| 10
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
22
|
Private
| 399,087
|
5th-6th
| 3
|
Married-civ-spouse
|
Machine-op-inspct
|
Other-relative
|
White
|
Female
| 0
| 0
| 40
|
Mexico
| 0 <=50K
|
29
|
Private
| 423,158
|
Some-college
| 10
|
Never-married
|
Tech-support
|
Not-in-family
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
62
|
Private
| 159,841
|
HS-grad
| 9
|
Widowed
|
Other-service
|
Not-in-family
|
White
|
Female
| 0
| 0
| 24
|
United-States
| 0 <=50K
|
39
|
Self-emp-not-inc
| 174,308
|
HS-grad
| 9
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
43
|
Private
| 50,356
|
Some-college
| 10
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 1,485
| 50
|
United-States
| 0 <=50K
|
35
|
Private
| 186,110
|
HS-grad
| 9
|
Divorced
|
Transport-moving
|
Not-in-family
|
White
|
Male
| 0
| 0
| 45
|
United-States
| 0 <=50K
|
29
|
Private
| 200,381
|
11th
| 7
|
Never-married
|
Exec-managerial
|
Not-in-family
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
76
|
Self-emp-not-inc
| 174,309
|
Masters
| 14
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 0
| 10
|
United-States
| 0 <=50K
|
63
|
Self-emp-not-inc
| 78,383
|
HS-grad
| 9
|
Married-civ-spouse
|
Farming-fishing
|
Husband
|
White
|
Male
| 0
| 0
| 45
|
United-States
| 0 <=50K
|
23
|
?
| 211,601
|
Assoc-voc
| 11
|
Never-married
|
?
|
Own-child
|
Black
|
Female
| 0
| 0
| 15
|
United-States
| 0 <=50K
|
43
|
Private
| 187,728
|
Some-college
| 10
|
Married-civ-spouse
|
Prof-specialty
|
Wife
|
White
|
Female
| 0
| 1,887
| 50
|
United-States
| 1 >50K
|
58
|
Self-emp-not-inc
| 321,171
|
HS-grad
| 9
|
Married-civ-spouse
|
Handlers-cleaners
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
66
|
Private
| 127,921
|
HS-grad
| 9
|
Never-married
|
Transport-moving
|
Not-in-family
|
White
|
Male
| 2,050
| 0
| 55
|
United-States
| 0 <=50K
|
41
|
Private
| 206,565
|
Some-college
| 10
|
Never-married
|
Craft-repair
|
Not-in-family
|
Black
|
Male
| 0
| 0
| 45
|
United-States
| 0 <=50K
|
26
|
Private
| 224,563
|
Bachelors
| 13
|
Never-married
|
Adm-clerical
|
Not-in-family
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
47
|
Private
| 178,686
|
Assoc-voc
| 11
|
Never-married
|
Other-service
|
Not-in-family
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
55
|
Local-gov
| 98,545
|
10th
| 6
|
Married-civ-spouse
|
Adm-clerical
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
53
|
Private
| 242,606
|
HS-grad
| 9
|
Married-civ-spouse
|
Transport-moving
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
17
|
Private
| 270,942
|
5th-6th
| 3
|
Never-married
|
Other-service
|
Other-relative
|
White
|
Male
| 0
| 0
| 48
|
Mexico
| 0 <=50K
|
30
|
Private
| 94,235
|
HS-grad
| 9
|
Never-married
|
Craft-repair
|
Other-relative
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
49
|
Private
| 71,195
|
Masters
| 14
|
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Male
| 0
| 0
| 60
|
United-States
| 0 <=50K
|
19
|
Private
| 104,112
|
HS-grad
| 9
|
Never-married
|
Sales
|
Unmarried
|
Black
|
Male
| 0
| 0
| 30
|
Haiti
| 0 <=50K
|
45
|
Private
| 261,192
|
HS-grad
| 9
|
Married-civ-spouse
|
Other-service
|
Husband
|
Black
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
26
|
Private
| 94,936
|
Assoc-acdm
| 12
|
Never-married
|
Sales
|
Not-in-family
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
38
|
Private
| 296,478
|
Assoc-voc
| 11
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 7,298
| 0
| 40
|
United-States
| 1 >50K
|
36
|
State-gov
| 119,272
|
HS-grad
| 9
|
Married-civ-spouse
|
Protective-serv
|
Husband
|
White
|
Male
| 7,298
| 0
| 40
|
United-States
| 1 >50K
|
33
|
Private
| 85,043
|
HS-grad
| 9
|
Never-married
|
Farming-fishing
|
Not-in-family
|
White
|
Male
| 0
| 0
| 20
|
United-States
| 0 <=50K
|
22
|
State-gov
| 293,364
|
Some-college
| 10
|
Never-married
|
Protective-serv
|
Own-child
|
Black
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
43
|
Self-emp-not-inc
| 241,895
|
Bachelors
| 13
|
Never-married
|
Sales
|
Not-in-family
|
White
|
Male
| 0
| 0
| 42
|
United-States
| 0 <=50K
|
67
|
?
| 36,135
|
11th
| 7
|
Married-civ-spouse
|
?
|
Husband
|
White
|
Male
| 0
| 0
| 8
|
United-States
| 0 <=50K
|
30
|
?
| 151,989
|
Assoc-voc
| 11
|
Divorced
|
?
|
Unmarried
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
56
|
Private
| 101,128
|
Assoc-acdm
| 12
|
Married-spouse-absent
|
Other-service
|
Not-in-family
|
White
|
Male
| 0
| 0
| 25
|
Iran
| 0 <=50K
|
31
|
Private
| 156,464
|
Bachelors
| 13
|
Never-married
|
Prof-specialty
|
Own-child
|
White
|
Male
| 0
| 0
| 25
|
United-States
| 0 <=50K
|
33
|
Private
| 117,963
|
Bachelors
| 13
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
26
|
Private
| 192,262
|
HS-grad
| 9
|
Married-civ-spouse
|
Other-service
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
33
|
Private
| 111,363
|
Bachelors
| 13
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
46
|
Local-gov
| 329,752
|
11th
| 7
|
Married-civ-spouse
|
Transport-moving
|
Husband
|
White
|
Male
| 0
| 0
| 30
|
United-States
| 0 <=50K
|
59
|
?
| 372,020
|
Bachelors
| 13
|
Married-civ-spouse
|
?
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
38
|
Federal-gov
| 95,432
|
HS-grad
| 9
|
Married-civ-spouse
|
Adm-clerical
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
65
|
Private
| 161,400
|
11th
| 7
|
Widowed
|
Other-service
|
Unmarried
|
Other
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
40
|
Private
| 96,129
|
Assoc-voc
| 11
|
Married-civ-spouse
|
Tech-support
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
42
|
Private
| 111,949
|
HS-grad
| 9
|
Married-civ-spouse
|
Adm-clerical
|
Wife
|
White
|
Female
| 0
| 0
| 35
|
United-States
| 0 <=50K
|
26
|
Self-emp-not-inc
| 117,125
|
9th
| 5
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
Portugal
| 0 <=50K
|
36
|
Private
| 348,022
|
10th
| 6
|
Married-civ-spouse
|
Other-service
|
Wife
|
White
|
Female
| 0
| 0
| 24
|
United-States
| 0 <=50K
|
62
|
Private
| 270,092
|
Masters
| 14
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
43
|
Private
| 180,609
|
Bachelors
| 13
|
Married-civ-spouse
|
Transport-moving
|
Husband
|
White
|
Male
| 0
| 0
| 45
|
United-States
| 0 <=50K
|
43
|
Private
| 174,575
|
Bachelors
| 13
|
Divorced
|
Exec-managerial
|
Not-in-family
|
White
|
Male
| 0
| 1,564
| 45
|
United-States
| 1 >50K
|
22
|
Private
| 410,439
|
HS-grad
| 9
|
Married-spouse-absent
|
Sales
|
Not-in-family
|
White
|
Male
| 0
| 0
| 55
|
United-States
| 0 <=50K
|
28
|
Private
| 92,262
|
HS-grad
| 9
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
56
|
Self-emp-not-inc
| 183,081
|
Some-college
| 10
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 0
| 45
|
United-States
| 0 <=50K
|
22
|
Private
| 362,589
|
Assoc-acdm
| 12
|
Never-married
|
Sales
|
Not-in-family
|
White
|
Female
| 0
| 0
| 15
|
United-States
| 0 <=50K
|
57
|
Private
| 212,448
|
Bachelors
| 13
|
Divorced
|
Exec-managerial
|
Not-in-family
|
White
|
Female
| 0
| 0
| 45
|
United-States
| 1 >50K
|
39
|
Private
| 481,060
|
HS-grad
| 9
|
Divorced
|
Sales
|
Unmarried
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
26
|
Federal-gov
| 185,885
|
Some-college
| 10
|
Never-married
|
Adm-clerical
|
Unmarried
|
White
|
Female
| 0
| 0
| 15
|
United-States
| 0 <=50K
|
17
|
Private
| 89,821
|
11th
| 7
|
Never-married
|
Other-service
|
Own-child
|
White
|
Male
| 0
| 0
| 10
|
United-States
| 0 <=50K
|
40
|
State-gov
| 184,018
|
Assoc-voc
| 11
|
Married-civ-spouse
|
Machine-op-inspct
|
Husband
|
White
|
Male
| 0
| 0
| 38
|
United-States
| 1 >50K
|
45
|
Private
| 256,649
|
HS-grad
| 9
|
Married-civ-spouse
|
Machine-op-inspct
|
Husband
|
Black
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
44
|
Private
| 160,323
|
HS-grad
| 9
|
Never-married
|
Craft-repair
|
Not-in-family
|
Black
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
20
|
Local-gov
| 350,845
|
Some-college
| 10
|
Never-married
|
Adm-clerical
|
Own-child
|
White
|
Female
| 0
| 0
| 10
|
United-States
| 0 <=50K
|
33
|
Private
| 267,404
|
HS-grad
| 9
|
Married-civ-spouse
|
Craft-repair
|
Wife
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
23
|
Private
| 35,633
|
Some-college
| 10
|
Never-married
|
Sales
|
Not-in-family
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
46
|
Self-emp-not-inc
| 80,914
|
Masters
| 14
|
Divorced
|
Exec-managerial
|
Not-in-family
|
White
|
Male
| 0
| 0
| 30
|
United-States
| 0 <=50K
|
38
|
Private
| 172,927
|
HS-grad
| 9
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 0
| 50
|
United-States
| 0 <=50K
|
54
|
Private
| 174,319
|
HS-grad
| 9
|
Divorced
|
Transport-moving
|
Not-in-family
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
46
|
Private
| 214,955
|
5th-6th
| 3
|
Divorced
|
Craft-repair
|
Not-in-family
|
White
|
Female
| 0
| 2,339
| 45
|
United-States
| 0 <=50K
|
25
|
Private
| 344,991
|
Some-college
| 10
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
46
|
Private
| 108,699
|
Some-college
| 10
|
Divorced
|
Sales
|
Not-in-family
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
36
|
Local-gov
| 117,312
|
Some-college
| 10
|
Married-civ-spouse
|
Transport-moving
|
Wife
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
23
|
Private
| 396,099
|
HS-grad
| 9
|
Never-married
|
Other-service
|
Not-in-family
|
White
|
Female
| 0
| 0
| 25
|
United-States
| 0 <=50K
|
29
|
Private
| 134,152
|
HS-grad
| 9
|
Separated
|
Machine-op-inspct
|
Not-in-family
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
44
|
Private
| 162,028
|
Some-college
| 10
|
Married-civ-spouse
|
Adm-clerical
|
Wife
|
White
|
Female
| 0
| 2,415
| 6
|
United-States
| 1 >50K
|
19
|
Private
| 25,429
|
Some-college
| 10
|
Never-married
|
Adm-clerical
|
Own-child
|
White
|
Female
| 0
| 0
| 16
|
United-States
| 0 <=50K
|
19
|
Private
| 232,392
|
HS-grad
| 9
|
Never-married
|
Other-service
|
Other-relative
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
35
|
Private
| 220,098
|
HS-grad
| 9
|
Married-civ-spouse
|
Other-service
|
Wife
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 1 >50K
|
27
|
Private
| 301,302
|
Bachelors
| 13
|
Never-married
|
Craft-repair
|
Not-in-family
|
White
|
Male
| 0
| 0
| 50
|
United-States
| 0 <=50K
|
46
|
Self-emp-not-inc
| 277,946
|
Assoc-acdm
| 12
|
Separated
|
Craft-repair
|
Not-in-family
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
34
|
State-gov
| 98,101
|
Bachelors
| 13
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 7,688
| 0
| 45
|
?
| 1 >50K
|
34
|
Private
| 196,164
|
HS-grad
| 9
|
Never-married
|
Other-service
|
Not-in-family
|
White
|
Female
| 0
| 0
| 35
|
United-States
| 0 <=50K
|
44
|
Private
| 115,562
|
Some-college
| 10
|
Married-civ-spouse
|
Tech-support
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
45
|
Private
| 96,975
|
Some-college
| 10
|
Divorced
|
Handlers-cleaners
|
Unmarried
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
20
|
?
| 137,300
|
HS-grad
| 9
|
Never-married
|
?
|
Other-relative
|
White
|
Female
| 0
| 0
| 35
|
United-States
| 0 <=50K
|
25
|
Private
| 86,872
|
Bachelors
| 13
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 0
| 55
|
United-States
| 1 >50K
|
52
|
Self-emp-inc
| 132,178
|
Bachelors
| 13
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 0
| 50
|
United-States
| 1 >50K
|
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