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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
76
|
Private
| 124,191
|
Masters
| 14
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
44
|
Private
| 198,282
|
Bachelors
| 13
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 15,024
| 0
| 60
|
United-States
| 1 >50K
|
47
|
Self-emp-not-inc
| 149,116
|
Masters
| 14
|
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 0
| 0
| 50
|
United-States
| 0 <=50K
|
20
|
Private
| 188,300
|
Some-college
| 10
|
Never-married
|
Tech-support
|
Own-child
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
29
|
Private
| 103,432
|
HS-grad
| 9
|
Never-married
|
Craft-repair
|
Not-in-family
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
32
|
Self-emp-inc
| 317,660
|
HS-grad
| 9
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 7,688
| 0
| 40
|
United-States
| 1 >50K
|
17
|
?
| 304,873
|
10th
| 6
|
Never-married
|
?
|
Own-child
|
White
|
Female
| 34,095
| 0
| 32
|
United-States
| 0 <=50K
|
30
|
Private
| 194,901
|
11th
| 7
|
Never-married
|
Handlers-cleaners
|
Own-child
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
31
|
Local-gov
| 189,265
|
HS-grad
| 9
|
Never-married
|
Adm-clerical
|
Not-in-family
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
42
|
Private
| 124,692
|
HS-grad
| 9
|
Married-civ-spouse
|
Handlers-cleaners
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
24
|
Private
| 432,376
|
Bachelors
| 13
|
Never-married
|
Sales
|
Other-relative
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
38
|
Private
| 65,324
|
Prof-school
| 15
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
56
|
Self-emp-not-inc
| 335,605
|
HS-grad
| 9
|
Married-civ-spouse
|
Other-service
|
Husband
|
White
|
Male
| 0
| 1,887
| 50
|
Canada
| 1 >50K
|
28
|
Private
| 377,869
|
Some-college
| 10
|
Married-civ-spouse
|
Sales
|
Wife
|
White
|
Female
| 4,064
| 0
| 25
|
United-States
| 0 <=50K
|
36
|
Private
| 102,864
|
HS-grad
| 9
|
Never-married
|
Machine-op-inspct
|
Own-child
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
53
|
Private
| 95,647
|
9th
| 5
|
Married-civ-spouse
|
Handlers-cleaners
|
Husband
|
White
|
Male
| 0
| 0
| 50
|
United-States
| 0 <=50K
|
56
|
Self-emp-inc
| 303,090
|
Some-college
| 10
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 0
| 50
|
United-States
| 0 <=50K
|
49
|
Local-gov
| 197,371
|
Assoc-voc
| 11
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
Black
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
55
|
Private
| 247,552
|
Some-college
| 10
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 0
| 56
|
United-States
| 0 <=50K
|
22
|
Private
| 102,632
|
HS-grad
| 9
|
Never-married
|
Craft-repair
|
Not-in-family
|
White
|
Male
| 0
| 0
| 41
|
United-States
| 0 <=50K
|
21
|
Private
| 199,915
|
Some-college
| 10
|
Never-married
|
Other-service
|
Own-child
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
40
|
Private
| 118,853
|
Bachelors
| 13
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 0
| 60
|
United-States
| 0 <=50K
|
30
|
Private
| 77,143
|
Bachelors
| 13
|
Never-married
|
Exec-managerial
|
Own-child
|
Black
|
Male
| 0
| 0
| 40
|
Germany
| 0 <=50K
|
29
|
State-gov
| 267,989
|
Bachelors
| 13
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 0
| 50
|
United-States
| 1 >50K
|
19
|
Private
| 301,606
|
Some-college
| 10
|
Never-married
|
Other-service
|
Own-child
|
Black
|
Male
| 0
| 0
| 35
|
United-States
| 0 <=50K
|
47
|
Private
| 287,828
|
Bachelors
| 13
|
Married-civ-spouse
|
Exec-managerial
|
Wife
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 1 >50K
|
20
|
Private
| 111,697
|
Some-college
| 10
|
Never-married
|
Adm-clerical
|
Own-child
|
White
|
Female
| 0
| 1,719
| 28
|
United-States
| 0 <=50K
|
31
|
Private
| 114,937
|
Assoc-acdm
| 12
|
Married-civ-spouse
|
Adm-clerical
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
35
|
?
| 129,305
|
HS-grad
| 9
|
Married-civ-spouse
|
?
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
39
|
Private
| 365,739
|
Some-college
| 10
|
Divorced
|
Craft-repair
|
Not-in-family
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
28
|
Private
| 69,621
|
Assoc-acdm
| 12
|
Never-married
|
Sales
|
Not-in-family
|
White
|
Female
| 0
| 0
| 60
|
United-States
| 0 <=50K
|
24
|
Private
| 43,323
|
HS-grad
| 9
|
Never-married
|
Other-service
|
Not-in-family
|
White
|
Female
| 0
| 1,762
| 40
|
United-States
| 0 <=50K
|
38
|
Self-emp-not-inc
| 120,985
|
HS-grad
| 9
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 4,386
| 0
| 35
|
United-States
| 0 <=50K
|
37
|
Private
| 254,202
|
Bachelors
| 13
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 0
| 50
|
United-States
| 0 <=50K
|
46
|
Private
| 146,195
|
Assoc-acdm
| 12
|
Divorced
|
Tech-support
|
Not-in-family
|
Black
|
Female
| 0
| 0
| 36
|
United-States
| 0 <=50K
|
38
|
Federal-gov
| 125,933
|
Masters
| 14
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
Iran
| 1 >50K
|
43
|
Self-emp-not-inc
| 56,920
|
HS-grad
| 9
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 0
| 60
|
United-States
| 0 <=50K
|
27
|
Private
| 163,127
|
Assoc-voc
| 11
|
Married-civ-spouse
|
Adm-clerical
|
Wife
|
White
|
Female
| 0
| 0
| 35
|
United-States
| 0 <=50K
|
20
|
Private
| 34,310
|
Some-college
| 10
|
Never-married
|
Sales
|
Own-child
|
White
|
Male
| 0
| 0
| 20
|
United-States
| 0 <=50K
|
49
|
Private
| 81,973
|
Some-college
| 10
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
Asian-Pac-Islander
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
61
|
Self-emp-inc
| 66,614
|
HS-grad
| 9
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
27
|
Private
| 232,782
|
Some-college
| 10
|
Never-married
|
Sales
|
Own-child
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
19
|
Private
| 316,868
|
Some-college
| 10
|
Never-married
|
Other-service
|
Own-child
|
White
|
Male
| 0
| 0
| 30
|
Mexico
| 0 <=50K
|
45
|
Private
| 196,584
|
Assoc-voc
| 11
|
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 0
| 1,564
| 40
|
United-States
| 1 >50K
|
70
|
Private
| 105,376
|
Some-college
| 10
|
Never-married
|
Tech-support
|
Other-relative
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
31
|
Private
| 185,814
|
HS-grad
| 9
|
Never-married
|
Transport-moving
|
Unmarried
|
Black
|
Female
| 0
| 0
| 30
|
United-States
| 0 <=50K
|
22
|
Private
| 175,374
|
Some-college
| 10
|
Married-civ-spouse
|
Other-service
|
Husband
|
White
|
Male
| 0
| 0
| 24
|
United-States
| 0 <=50K
|
36
|
Private
| 108,293
|
HS-grad
| 9
|
Widowed
|
Other-service
|
Unmarried
|
White
|
Female
| 0
| 0
| 24
|
United-States
| 0 <=50K
|
64
|
Private
| 181,232
|
11th
| 7
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 2,179
| 40
|
United-States
| 0 <=50K
|
43
|
?
| 174,662
|
Some-college
| 10
|
Divorced
|
?
|
Not-in-family
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
47
|
Local-gov
| 186,009
|
Some-college
| 10
|
Divorced
|
Adm-clerical
|
Unmarried
|
White
|
Female
| 0
| 0
| 38
|
Mexico
| 0 <=50K
|
34
|
Private
| 198,183
|
HS-grad
| 9
|
Never-married
|
Adm-clerical
|
Not-in-family
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
33
|
Private
| 163,003
|
Bachelors
| 13
|
Never-married
|
Exec-managerial
|
Other-relative
|
Asian-Pac-Islander
|
Female
| 0
| 0
| 40
|
Philippines
| 0 <=50K
|
21
|
Private
| 296,158
|
HS-grad
| 9
|
Never-married
|
Craft-repair
|
Own-child
|
White
|
Male
| 0
| 0
| 35
|
United-States
| 0 <=50K
|
52
|
?
| 252,903
|
HS-grad
| 9
|
Divorced
|
?
|
Not-in-family
|
White
|
Male
| 0
| 0
| 45
|
United-States
| 1 >50K
|
48
|
Private
| 187,715
|
HS-grad
| 9
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 0
| 46
|
United-States
| 0 <=50K
|
23
|
Private
| 214,542
|
Bachelors
| 13
|
Never-married
|
Handlers-cleaners
|
Not-in-family
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
71
|
Self-emp-not-inc
| 494,223
|
Some-college
| 10
|
Separated
|
Sales
|
Unmarried
|
Black
|
Male
| 0
| 1,816
| 2
|
United-States
| 0 <=50K
|
29
|
Private
| 191,535
|
HS-grad
| 9
|
Divorced
|
Craft-repair
|
Not-in-family
|
White
|
Male
| 0
| 0
| 60
|
United-States
| 0 <=50K
|
42
|
Private
| 228,456
|
Bachelors
| 13
|
Separated
|
Other-service
|
Other-relative
|
Black
|
Male
| 0
| 0
| 50
|
United-States
| 0 <=50K
|
68
|
?
| 38,317
|
1st-4th
| 2
|
Divorced
|
?
|
Not-in-family
|
White
|
Female
| 0
| 0
| 20
|
United-States
| 0 <=50K
|
25
|
Private
| 252,752
|
HS-grad
| 9
|
Never-married
|
Other-service
|
Unmarried
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
44
|
Self-emp-inc
| 78,374
|
Masters
| 14
|
Divorced
|
Exec-managerial
|
Unmarried
|
Asian-Pac-Islander
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
28
|
Private
| 88,419
|
HS-grad
| 9
|
Never-married
|
Exec-managerial
|
Not-in-family
|
Asian-Pac-Islander
|
Female
| 0
| 0
| 40
|
England
| 0 <=50K
|
45
|
Self-emp-not-inc
| 201,080
|
Masters
| 14
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
36
|
Private
| 207,157
|
Some-college
| 10
|
Divorced
|
Other-service
|
Unmarried
|
White
|
Female
| 0
| 0
| 40
|
Mexico
| 0 <=50K
|
39
|
Federal-gov
| 235,485
|
Assoc-acdm
| 12
|
Never-married
|
Exec-managerial
|
Not-in-family
|
White
|
Male
| 0
| 0
| 42
|
United-States
| 0 <=50K
|
46
|
State-gov
| 102,628
|
Masters
| 14
|
Widowed
|
Protective-serv
|
Unmarried
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
18
|
Private
| 25,828
|
11th
| 7
|
Never-married
|
Handlers-cleaners
|
Own-child
|
White
|
Male
| 0
| 0
| 16
|
United-States
| 0 <=50K
|
66
|
Local-gov
| 54,826
|
Assoc-voc
| 11
|
Widowed
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 0
| 0
| 20
|
United-States
| 0 <=50K
|
27
|
Private
| 124,953
|
HS-grad
| 9
|
Never-married
|
Other-service
|
Not-in-family
|
White
|
Male
| 0
| 1,980
| 40
|
United-States
| 0 <=50K
|
28
|
State-gov
| 175,325
|
HS-grad
| 9
|
Married-civ-spouse
|
Protective-serv
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
51
|
Private
| 96,062
|
Some-college
| 10
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 1,977
| 40
|
United-States
| 1 >50K
|
27
|
Private
| 428,030
|
Bachelors
| 13
|
Never-married
|
Craft-repair
|
Not-in-family
|
White
|
Male
| 0
| 0
| 50
|
United-States
| 0 <=50K
|
28
|
State-gov
| 149,624
|
Bachelors
| 13
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
27
|
Private
| 253,814
|
HS-grad
| 9
|
Married-spouse-absent
|
Sales
|
Unmarried
|
White
|
Female
| 0
| 0
| 25
|
United-States
| 0 <=50K
|
21
|
Private
| 312,956
|
HS-grad
| 9
|
Never-married
|
Craft-repair
|
Own-child
|
Black
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
34
|
Private
| 483,777
|
HS-grad
| 9
|
Never-married
|
Handlers-cleaners
|
Not-in-family
|
Black
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
18
|
Private
| 183,930
|
HS-grad
| 9
|
Never-married
|
Other-service
|
Own-child
|
White
|
Male
| 0
| 0
| 12
|
United-States
| 0 <=50K
|
33
|
Private
| 37,274
|
Bachelors
| 13
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 0
| 65
|
United-States
| 0 <=50K
|
44
|
Local-gov
| 181,344
|
Some-college
| 10
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
Black
|
Male
| 0
| 0
| 38
|
United-States
| 1 >50K
|
43
|
Private
| 114,580
|
Some-college
| 10
|
Divorced
|
Adm-clerical
|
Not-in-family
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
30
|
Private
| 633,742
|
Some-college
| 10
|
Never-married
|
Craft-repair
|
Not-in-family
|
Black
|
Male
| 0
| 0
| 45
|
United-States
| 0 <=50K
|
40
|
Private
| 286,370
|
7th-8th
| 4
|
Married-civ-spouse
|
Machine-op-inspct
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
Mexico
| 1 >50K
|
37
|
Federal-gov
| 29,054
|
Some-college
| 10
|
Married-civ-spouse
|
Adm-clerical
|
Husband
|
White
|
Male
| 0
| 0
| 42
|
United-States
| 1 >50K
|
34
|
Private
| 304,030
|
HS-grad
| 9
|
Married-civ-spouse
|
Adm-clerical
|
Husband
|
Black
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
41
|
Self-emp-not-inc
| 143,129
|
Bachelors
| 13
|
Divorced
|
Exec-managerial
|
Not-in-family
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
53
|
?
| 135,105
|
Bachelors
| 13
|
Divorced
|
?
|
Not-in-family
|
White
|
Female
| 0
| 0
| 50
|
United-States
| 0 <=50K
|
31
|
Private
| 99,928
|
Masters
| 14
|
Married-civ-spouse
|
Prof-specialty
|
Wife
|
White
|
Female
| 0
| 0
| 50
|
United-States
| 0 <=50K
|
58
|
State-gov
| 109,567
|
Doctorate
| 16
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 0
| 1
|
United-States
| 1 >50K
|
38
|
Private
| 155,222
|
Some-college
| 10
|
Divorced
|
Machine-op-inspct
|
Not-in-family
|
Black
|
Female
| 0
| 0
| 28
|
United-States
| 0 <=50K
|
24
|
Private
| 159,567
|
Some-college
| 10
|
Married-civ-spouse
|
Machine-op-inspct
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
41
|
Local-gov
| 523,910
|
Bachelors
| 13
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
Black
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
47
|
Private
| 120,939
|
Some-college
| 10
|
Married-civ-spouse
|
Tech-support
|
Husband
|
White
|
Male
| 0
| 0
| 45
|
United-States
| 0 <=50K
|
41
|
Federal-gov
| 130,760
|
Bachelors
| 13
|
Married-civ-spouse
|
Tech-support
|
Husband
|
White
|
Male
| 0
| 0
| 24
|
United-States
| 0 <=50K
|
23
|
Private
| 197,387
|
5th-6th
| 3
|
Married-civ-spouse
|
Transport-moving
|
Other-relative
|
White
|
Male
| 0
| 0
| 40
|
Mexico
| 0 <=50K
|
36
|
Private
| 99,374
|
Some-college
| 10
|
Divorced
|
Craft-repair
|
Not-in-family
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
40
|
Federal-gov
| 56,795
|
Masters
| 14
|
Never-married
|
Exec-managerial
|
Not-in-family
|
White
|
Female
| 14,084
| 0
| 55
|
United-States
| 1 >50K
|
35
|
Private
| 138,992
|
Masters
| 14
|
Married-civ-spouse
|
Prof-specialty
|
Other-relative
|
White
|
Male
| 7,298
| 0
| 40
|
United-States
| 1 >50K
|
24
|
Self-emp-not-inc
| 32,921
|
HS-grad
| 9
|
Never-married
|
Sales
|
Not-in-family
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
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