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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34
|
Private
| 60,567
|
11th
| 7
|
Divorced
|
Transport-moving
|
Unmarried
|
White
|
Male
| 0
| 880
| 60
|
United-States
| 0 <=50K
|
71
|
Private
| 138,145
|
9th
| 5
|
Married-civ-spouse
|
Other-service
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
35
|
Local-gov
| 79,649
|
Bachelors
| 13
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 0
| 50
|
United-States
| 0 <=50K
|
47
|
Private
| 312,088
|
HS-grad
| 9
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
50
|
Private
| 208,630
|
Masters
| 14
|
Divorced
|
Sales
|
Not-in-family
|
White
|
Female
| 0
| 0
| 50
|
United-States
| 1 >50K
|
33
|
Private
| 182,401
|
10th
| 6
|
Never-married
|
Adm-clerical
|
Not-in-family
|
Black
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
38
|
Private
| 32,916
|
Assoc-voc
| 11
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 0
| 55
|
United-States
| 1 >50K
|
50
|
Private
| 302,372
|
Bachelors
| 13
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
45
|
Private
| 155,093
|
10th
| 6
|
Divorced
|
Other-service
|
Not-in-family
|
Black
|
Female
| 0
| 0
| 38
|
Dominican-Republic
| 0 <=50K
|
32
|
Private
| 192,965
|
HS-grad
| 9
|
Separated
|
Sales
|
Not-in-family
|
White
|
Female
| 0
| 0
| 45
|
United-States
| 0 <=50K
|
39
|
Private
| 107,302
|
HS-grad
| 9
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 0
| 45
|
?
| 1 >50K
|
25
|
Local-gov
| 514,716
|
Bachelors
| 13
|
Never-married
|
Adm-clerical
|
Own-child
|
Black
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
20
|
Private
| 270,436
|
HS-grad
| 9
|
Never-married
|
Machine-op-inspct
|
Own-child
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
46
|
Private
| 42,972
|
Masters
| 14
|
Married-civ-spouse
|
Prof-specialty
|
Wife
|
White
|
Female
| 0
| 0
| 22
|
United-States
| 1 >50K
|
40
|
Private
| 142,657
|
Assoc-voc
| 11
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
Black
|
Male
| 0
| 0
| 45
|
United-States
| 0 <=50K
|
66
|
Federal-gov
| 47,358
|
10th
| 6
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 3,471
| 0
| 40
|
United-States
| 0 <=50K
|
30
|
Private
| 176,175
|
Assoc-voc
| 11
|
Divorced
|
Adm-clerical
|
Unmarried
|
White
|
Female
| 0
| 0
| 24
|
United-States
| 0 <=50K
|
36
|
Private
| 131,459
|
7th-8th
| 4
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
57
|
Local-gov
| 110,417
|
HS-grad
| 9
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 99,999
| 0
| 40
|
United-States
| 1 >50K
|
46
|
Private
| 364,548
|
Some-college
| 10
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 0
| 48
|
United-States
| 1 >50K
|
27
|
Private
| 177,398
|
HS-grad
| 9
|
Never-married
|
Other-service
|
Unmarried
|
White
|
Female
| 0
| 0
| 64
|
United-States
| 0 <=50K
|
33
|
Private
| 273,243
|
HS-grad
| 9
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
Black
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
58
|
Private
| 147,707
|
11th
| 7
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
30
|
Private
| 77,266
|
HS-grad
| 9
|
Divorced
|
Transport-moving
|
Not-in-family
|
White
|
Male
| 0
| 0
| 55
|
United-States
| 0 <=50K
|
26
|
Private
| 191,648
|
Assoc-acdm
| 12
|
Never-married
|
Machine-op-inspct
|
Other-relative
|
White
|
Female
| 0
| 0
| 15
|
United-States
| 0 <=50K
|
81
|
?
| 120,478
|
Assoc-voc
| 11
|
Divorced
|
?
|
Unmarried
|
White
|
Female
| 0
| 0
| 1
|
?
| 0 <=50K
|
32
|
Private
| 211,349
|
10th
| 6
|
Married-civ-spouse
|
Transport-moving
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
22
|
Private
| 203,715
|
Some-college
| 10
|
Never-married
|
Adm-clerical
|
Own-child
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
31
|
Private
| 292,592
|
HS-grad
| 9
|
Married-civ-spouse
|
Machine-op-inspct
|
Wife
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
29
|
Private
| 125,976
|
HS-grad
| 9
|
Separated
|
Sales
|
Unmarried
|
White
|
Female
| 0
| 0
| 35
|
United-States
| 0 <=50K
|
35
|
?
| 320,084
|
Bachelors
| 13
|
Married-civ-spouse
|
?
|
Wife
|
White
|
Female
| 0
| 0
| 55
|
United-States
| 1 >50K
|
30
|
?
| 33,811
|
Bachelors
| 13
|
Never-married
|
?
|
Not-in-family
|
Asian-Pac-Islander
|
Female
| 0
| 0
| 99
|
United-States
| 0 <=50K
|
34
|
Private
| 204,461
|
Doctorate
| 16
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 0
| 60
|
United-States
| 1 >50K
|
54
|
Private
| 337,992
|
Bachelors
| 13
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
Asian-Pac-Islander
|
Male
| 0
| 0
| 50
|
Japan
| 1 >50K
|
37
|
Private
| 179,137
|
Some-college
| 10
|
Divorced
|
Adm-clerical
|
Unmarried
|
White
|
Female
| 0
| 0
| 39
|
United-States
| 0 <=50K
|
22
|
Private
| 325,033
|
12th
| 8
|
Never-married
|
Protective-serv
|
Own-child
|
Black
|
Male
| 0
| 0
| 35
|
United-States
| 0 <=50K
|
34
|
Private
| 160,216
|
Bachelors
| 13
|
Never-married
|
Exec-managerial
|
Not-in-family
|
White
|
Female
| 0
| 0
| 55
|
United-States
| 1 >50K
|
30
|
Private
| 345,898
|
HS-grad
| 9
|
Never-married
|
Craft-repair
|
Not-in-family
|
Black
|
Male
| 0
| 0
| 46
|
United-States
| 0 <=50K
|
38
|
Private
| 139,180
|
Bachelors
| 13
|
Divorced
|
Prof-specialty
|
Unmarried
|
Black
|
Female
| 15,020
| 0
| 45
|
United-States
| 1 >50K
|
71
|
?
| 287,372
|
Doctorate
| 16
|
Married-civ-spouse
|
?
|
Husband
|
White
|
Male
| 0
| 0
| 10
|
United-States
| 1 >50K
|
45
|
State-gov
| 252,208
|
HS-grad
| 9
|
Separated
|
Adm-clerical
|
Own-child
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
41
|
?
| 202,822
|
HS-grad
| 9
|
Separated
|
?
|
Not-in-family
|
Black
|
Female
| 0
| 0
| 32
|
United-States
| 0 <=50K
|
72
|
?
| 129,912
|
HS-grad
| 9
|
Married-civ-spouse
|
?
|
Husband
|
White
|
Male
| 0
| 0
| 25
|
United-States
| 0 <=50K
|
45
|
Local-gov
| 119,199
|
Assoc-acdm
| 12
|
Divorced
|
Prof-specialty
|
Unmarried
|
White
|
Female
| 0
| 0
| 48
|
United-States
| 0 <=50K
|
31
|
Private
| 199,655
|
Masters
| 14
|
Divorced
|
Other-service
|
Not-in-family
|
Other
|
Female
| 0
| 0
| 30
|
United-States
| 0 <=50K
|
39
|
Local-gov
| 111,499
|
Assoc-acdm
| 12
|
Married-civ-spouse
|
Adm-clerical
|
Wife
|
White
|
Female
| 0
| 0
| 20
|
United-States
| 1 >50K
|
37
|
Private
| 198,216
|
Assoc-acdm
| 12
|
Divorced
|
Tech-support
|
Not-in-family
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
43
|
Private
| 260,761
|
HS-grad
| 9
|
Married-civ-spouse
|
Machine-op-inspct
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
Mexico
| 0 <=50K
|
65
|
Self-emp-not-inc
| 99,359
|
Prof-school
| 15
|
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Male
| 1,086
| 0
| 60
|
United-States
| 0 <=50K
|
43
|
State-gov
| 255,835
|
Some-college
| 10
|
Divorced
|
Adm-clerical
|
Other-relative
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
43
|
Self-emp-not-inc
| 27,242
|
Some-college
| 10
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 0
| 50
|
United-States
| 0 <=50K
|
32
|
Private
| 34,066
|
10th
| 6
|
Married-civ-spouse
|
Handlers-cleaners
|
Husband
|
Amer-Indian-Eskimo
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
43
|
Private
| 84,661
|
Assoc-voc
| 11
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 0
| 45
|
United-States
| 0 <=50K
|
32
|
Private
| 116,138
|
Masters
| 14
|
Never-married
|
Tech-support
|
Not-in-family
|
Asian-Pac-Islander
|
Male
| 0
| 0
| 11
|
Taiwan
| 0 <=50K
|
53
|
Private
| 321,865
|
Masters
| 14
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
22
|
Private
| 310,152
|
Some-college
| 10
|
Never-married
|
Protective-serv
|
Not-in-family
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
27
|
Private
| 257,302
|
Assoc-acdm
| 12
|
Married-civ-spouse
|
Tech-support
|
Wife
|
White
|
Female
| 0
| 0
| 38
|
United-States
| 0 <=50K
|
40
|
Private
| 154,374
|
HS-grad
| 9
|
Married-civ-spouse
|
Machine-op-inspct
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
| 1 >50K
|
58
|
Private
| 151,910
|
HS-grad
| 9
|
Widowed
|
Adm-clerical
|
Unmarried
|
White
|
Female
| 0
| 0
| 40
|
United-States
| 0 <=50K
|
22
|
Private
| 201,490
|
HS-grad
| 9
|
Never-married
|
Adm-clerical
|
Own-child
|
White
|
Male
| 0
| 0
| 20
|
United-States
| 0 <=50K
|
52
|
Self-emp-inc
| 287,927
|
HS-grad
| 9
|
Married-civ-spouse
|
Exec-managerial
|
Wife
|
White
|
Female
| 15,024
| 0
| 40
|
United-States
| 1 >50K
|
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