age
int64 17
90
| workclass
stringclasses 8
values | fnlwgt
int64 13.8k
1.46M
| education
stringclasses 16
values | education_num
int64 1
16
| marital_status
stringclasses 7
values | occupation
stringclasses 14
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
stringclasses 41
values | label
stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32
|
Private
| 191,777
|
Masters
| 14
|
Never-married
|
Adm-clerical
|
Not-in-family
|
Black
|
Female
| 0
| 0
| 40
|
United-States
|
<=50K
|
24
|
Private
| 148,320
|
Some-college
| 10
|
Married-civ-spouse
|
Adm-clerical
|
Husband
|
Black
|
Male
| 0
| 0
| 40
|
United-States
|
<=50K
|
64
| null | 45,817
|
9th
| 5
|
Married-civ-spouse
| null |
Husband
|
White
|
Male
| 0
| 0
| 50
|
United-States
|
<=50K
|
63
|
Private
| 151,210
|
7th-8th
| 4
|
Divorced
|
Sales
|
Not-in-family
|
White
|
Female
| 0
| 0
| 40
|
United-States
|
<=50K
|
23
|
Self-emp-inc
| 201,682
|
Bachelors
| 13
|
Never-married
|
Adm-clerical
|
Own-child
|
White
|
Female
| 0
| 0
| 35
|
United-States
|
<=50K
|
41
|
State-gov
| 214,985
|
HS-grad
| 9
|
Divorced
|
Exec-managerial
|
Not-in-family
|
White
|
Female
| 0
| 0
| 40
|
United-States
|
<=50K
|
47
|
Private
| 287,828
|
Bachelors
| 13
|
Married-civ-spouse
|
Exec-managerial
|
Wife
|
White
|
Female
| 0
| 0
| 40
|
United-States
|
>50K
|
48
|
Private
| 102,597
|
Some-college
| 10
|
Separated
|
Adm-clerical
|
Unmarried
|
White
|
Female
| 0
| 0
| 44
|
United-States
|
<=50K
|
43
|
Private
| 115,178
|
Assoc-voc
| 11
|
Married-civ-spouse
|
Adm-clerical
|
Wife
|
White
|
Female
| 0
| 0
| 40
|
United-States
|
>50K
|
61
|
Self-emp-not-inc
| 268,797
|
HS-grad
| 9
|
Married-civ-spouse
|
Other-service
|
Wife
|
Black
|
Female
| 0
| 0
| 17
|
United-States
|
<=50K
|
22
|
Private
| 211,968
|
Bachelors
| 13
|
Never-married
|
Adm-clerical
|
Own-child
|
White
|
Female
| 0
| 0
| 40
|
United-States
|
<=50K
|
40
|
Private
| 341,204
|
Some-college
| 10
|
Divorced
|
Exec-managerial
|
Unmarried
|
White
|
Female
| 1,831
| 0
| 30
|
United-States
|
<=50K
|
35
|
Private
| 91,839
|
Bachelors
| 13
|
Married-civ-spouse
|
Other-service
|
Husband
|
Amer-Indian-Eskimo
|
Male
| 7,688
| 0
| 20
|
United-States
|
>50K
|
31
|
Private
| 207,201
|
Some-college
| 10
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
|
>50K
|
49
|
Self-emp-inc
| 362,795
|
Masters
| 14
|
Divorced
|
Prof-specialty
|
Unmarried
|
White
|
Male
| 99,999
| 0
| 80
|
Mexico
|
>50K
|
28
|
Private
| 215,873
|
10th
| 6
|
Never-married
|
Machine-op-inspct
|
Own-child
|
Black
|
Male
| 0
| 0
| 45
|
United-States
|
<=50K
|
48
|
Local-gov
| 273,402
|
7th-8th
| 4
|
Married-civ-spouse
|
Transport-moving
|
Husband
|
White
|
Male
| 0
| 1,902
| 40
|
United-States
|
<=50K
|
40
|
Private
| 223,934
|
Some-college
| 10
|
Married-civ-spouse
|
Adm-clerical
|
Wife
|
White
|
Female
| 0
| 0
| 17
|
United-States
|
>50K
|
24
|
Private
| 653,574
|
HS-grad
| 9
|
Never-married
|
Craft-repair
|
Own-child
|
White
|
Male
| 0
| 0
| 40
|
El-Salvador
|
<=50K
|
54
|
Private
| 156,003
|
HS-grad
| 9
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
|
<=50K
|
20
|
Private
| 225,395
|
7th-8th
| 4
|
Never-married
|
Machine-op-inspct
|
Other-relative
|
White
|
Female
| 0
| 0
| 60
|
Mexico
|
<=50K
|
23
|
Private
| 384,651
|
Some-college
| 10
|
Married-civ-spouse
|
Handlers-cleaners
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
|
<=50K
|
19
|
Private
| 105,908
|
HS-grad
| 9
|
Never-married
|
Handlers-cleaners
|
Other-relative
|
White
|
Male
| 0
| 0
| 70
|
United-States
|
<=50K
|
35
|
Private
| 205,852
|
HS-grad
| 9
|
Married-civ-spouse
|
Handlers-cleaners
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
|
<=50K
|
63
|
Self-emp-not-inc
| 122,442
|
Some-college
| 10
|
Married-civ-spouse
|
Other-service
|
Husband
|
White
|
Male
| 0
| 0
| 48
|
United-States
|
<=50K
|
19
|
Private
| 29,526
|
Some-college
| 10
|
Never-married
|
Other-service
|
Own-child
|
White
|
Female
| 0
| 0
| 18
|
United-States
|
<=50K
|
28
| null | 424,884
|
10th
| 6
|
Separated
| null |
Not-in-family
|
White
|
Male
| 0
| 0
| 30
|
United-States
|
<=50K
|
71
|
Private
| 124,959
|
HS-grad
| 9
|
Widowed
|
Adm-clerical
|
Not-in-family
|
White
|
Female
| 0
| 0
| 40
|
United-States
|
<=50K
|
54
|
Private
| 101,017
|
7th-8th
| 4
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
|
<=50K
|
41
|
Self-emp-inc
| 75,742
|
Prof-school
| 15
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 0
| 45
|
El-Salvador
|
>50K
|
43
|
Local-gov
| 163,434
|
Bachelors
| 13
|
Married-civ-spouse
|
Protective-serv
|
Husband
|
White
|
Male
| 0
| 0
| 55
|
United-States
|
>50K
|
41
| null | 206,916
|
Bachelors
| 13
|
Married-spouse-absent
| null |
Not-in-family
|
White
|
Male
| 0
| 0
| 30
|
United-States
|
<=50K
|
52
|
Federal-gov
| 221,532
|
Bachelors
| 13
|
Married-civ-spouse
|
Protective-serv
|
Husband
|
White
|
Male
| 0
| 0
| 45
|
United-States
|
>50K
|
20
|
Private
| 187,158
|
Some-college
| 10
|
Never-married
|
Adm-clerical
|
Own-child
|
White
|
Female
| 0
| 0
| 15
|
United-States
|
<=50K
|
61
|
Private
| 238,913
|
Assoc-voc
| 11
|
Married-civ-spouse
|
Tech-support
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
|
>50K
|
53
|
Private
| 137,192
|
Bachelors
| 13
|
Divorced
|
Exec-managerial
|
Unmarried
|
Asian-Pac-Islander
|
Male
| 0
| 0
| 50
|
United-States
|
<=50K
|
33
|
Private
| 164,707
|
Assoc-acdm
| 12
|
Never-married
|
Exec-managerial
|
Unmarried
|
White
|
Female
| 2,174
| 0
| 55
| null |
<=50K
|
21
|
Private
| 252,253
|
Some-college
| 10
|
Never-married
|
Adm-clerical
|
Unmarried
|
Black
|
Female
| 0
| 0
| 40
|
United-States
|
<=50K
|
38
|
Self-emp-not-inc
| 37,778
|
HS-grad
| 9
|
Never-married
|
Farming-fishing
|
Not-in-family
|
White
|
Male
| 0
| 0
| 60
|
United-States
|
<=50K
|
51
|
Private
| 293,802
|
5th-6th
| 3
|
Married-civ-spouse
|
Handlers-cleaners
|
Husband
|
Black
|
Male
| 0
| 0
| 52
|
United-States
|
<=50K
|
45
|
Self-emp-not-inc
| 28,497
|
Bachelors
| 13
|
Married-civ-spouse
|
Farming-fishing
|
Husband
|
White
|
Male
| 0
| 1,485
| 70
|
United-States
|
>50K
|
47
|
Private
| 323,798
|
Prof-school
| 15
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 15,024
| 0
| 55
|
United-States
|
>50K
|
58
|
Private
| 244,605
|
Assoc-voc
| 11
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 3,908
| 0
| 40
|
United-States
|
<=50K
|
41
|
Private
| 115,411
|
Some-college
| 10
|
Divorced
|
Sales
|
Own-child
|
White
|
Male
| 2,174
| 0
| 45
|
United-States
|
<=50K
|
19
|
Self-emp-inc
| 148,955
|
Some-college
| 10
|
Never-married
|
Other-service
|
Own-child
|
Asian-Pac-Islander
|
Female
| 0
| 0
| 35
|
South
|
<=50K
|
35
|
Private
| 192,251
|
HS-grad
| 9
|
Divorced
|
Adm-clerical
|
Own-child
|
White
|
Female
| 0
| 0
| 40
|
United-States
|
<=50K
|
39
|
Private
| 56,648
|
HS-grad
| 9
|
Separated
|
Sales
|
Not-in-family
|
White
|
Female
| 0
| 0
| 47
|
United-States
|
<=50K
|
26
|
Local-gov
| 163,189
|
Some-college
| 10
|
Married-civ-spouse
|
Other-service
|
Other-relative
|
White
|
Male
| 0
| 0
| 40
|
United-States
|
<=50K
|
28
|
Local-gov
| 34,452
|
Prof-school
| 15
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
|
<=50K
|
19
|
Private
| 208,513
|
HS-grad
| 9
|
Never-married
|
Craft-repair
|
Other-relative
|
White
|
Male
| 0
| 0
| 40
|
United-States
|
<=50K
|
17
|
Private
| 127,366
|
11th
| 7
|
Never-married
|
Sales
|
Own-child
|
White
|
Female
| 0
| 0
| 8
|
United-States
|
<=50K
|
34
|
Private
| 178,841
|
Bachelors
| 13
|
Married-civ-spouse
|
Exec-managerial
|
Wife
|
White
|
Female
| 0
| 0
| 40
|
United-States
|
>50K
|
31
|
Self-emp-not-inc
| 162,442
|
Bachelors
| 13
|
Married-civ-spouse
|
Exec-managerial
|
Wife
|
White
|
Female
| 0
| 0
| 40
|
United-States
|
>50K
|
39
|
Private
| 186,130
|
Prof-school
| 15
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 0
| 55
|
United-States
|
>50K
|
42
|
Local-gov
| 193,537
|
7th-8th
| 4
|
Married-spouse-absent
|
Other-service
|
Not-in-family
|
White
|
Female
| 0
| 0
| 35
|
Puerto-Rico
|
<=50K
|
41
|
Private
| 198,196
|
HS-grad
| 9
|
Married-civ-spouse
|
Transport-moving
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
|
<=50K
|
33
|
Private
| 202,642
|
Bachelors
| 13
|
Separated
|
Prof-specialty
|
Other-relative
|
Black
|
Female
| 0
| 0
| 40
|
Jamaica
|
<=50K
|
32
|
Private
| 222,548
|
HS-grad
| 9
|
Divorced
|
Adm-clerical
|
Own-child
|
White
|
Female
| 0
| 0
| 40
|
United-States
|
<=50K
|
48
|
Private
| 138,069
|
HS-grad
| 9
|
Married-civ-spouse
|
Transport-moving
|
Husband
|
White
|
Male
| 0
| 0
| 45
|
United-States
|
<=50K
|
40
|
Private
| 226,585
|
Some-college
| 10
|
Married-civ-spouse
|
Adm-clerical
|
Wife
|
White
|
Female
| 0
| 0
| 35
|
United-States
|
>50K
|
17
|
Private
| 321,880
|
10th
| 6
|
Never-married
|
Other-service
|
Own-child
|
Black
|
Male
| 0
| 0
| 15
|
United-States
|
<=50K
|
41
|
Private
| 173,682
|
Assoc-voc
| 11
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 0
| 43
|
United-States
|
>50K
|
26
|
State-gov
| 105,787
|
Bachelors
| 13
|
Never-married
|
Prof-specialty
|
Own-child
|
White
|
Male
| 0
| 0
| 40
|
United-States
|
<=50K
|
38
|
Private
| 172,538
|
Bachelors
| 13
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 15,024
| 0
| 50
|
United-States
|
>50K
|
46
|
Private
| 128,645
|
Some-college
| 10
|
Divorced
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 0
| 0
| 40
|
United-States
|
<=50K
|
43
|
State-gov
| 129,298
|
Masters
| 14
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
|
>50K
|
40
|
Private
| 379,919
|
Some-college
| 10
|
Married-civ-spouse
|
Machine-op-inspct
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
|
<=50K
|
35
|
Private
| 63,021
|
Some-college
| 10
|
Divorced
|
Sales
|
Not-in-family
|
White
|
Female
| 0
| 0
| 35
|
United-States
|
<=50K
|
58
|
Private
| 138,285
|
Assoc-acdm
| 12
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 1,740
| 40
|
United-States
|
<=50K
|
40
|
Private
| 91,959
|
Bachelors
| 13
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 0
| 46
|
United-States
|
>50K
|
37
|
Private
| 312,271
|
Masters
| 14
|
Divorced
|
Exec-managerial
|
Not-in-family
|
White
|
Male
| 0
| 0
| 65
|
United-States
|
<=50K
|
54
|
Private
| 103,345
|
Assoc-voc
| 11
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
|
>50K
|
49
|
Private
| 170,871
|
Masters
| 14
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 0
| 45
|
United-States
|
>50K
|
41
|
Private
| 29,702
|
Assoc-voc
| 11
|
Never-married
|
Craft-repair
|
Not-in-family
|
White
|
Male
| 0
| 0
| 30
|
United-States
|
<=50K
|
40
|
Federal-gov
| 189,610
|
HS-grad
| 9
|
Divorced
|
Adm-clerical
|
Not-in-family
|
Black
|
Female
| 0
| 0
| 52
|
United-States
|
<=50K
|
46
|
Private
| 175,925
|
Some-college
| 10
|
Married-civ-spouse
|
Farming-fishing
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
|
<=50K
|
90
|
Private
| 87,372
|
Prof-school
| 15
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 20,051
| 0
| 72
|
United-States
|
>50K
|
43
|
Private
| 51,506
|
12th
| 8
|
Married-civ-spouse
|
Transport-moving
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
|
<=50K
|
59
|
Self-emp-not-inc
| 80,467
|
HS-grad
| 9
|
Divorced
|
Other-service
|
Own-child
|
White
|
Female
| 0
| 0
| 24
|
United-States
|
<=50K
|
71
| null | 144,872
|
Some-college
| 10
|
Married-civ-spouse
| null |
Husband
|
White
|
Male
| 6,514
| 0
| 40
|
United-States
|
>50K
|
17
|
Private
| 65,368
|
11th
| 7
|
Never-married
|
Sales
|
Own-child
|
White
|
Female
| 0
| 0
| 12
|
United-States
|
<=50K
|
33
|
Private
| 121,195
|
HS-grad
| 9
|
Never-married
|
Machine-op-inspct
|
Not-in-family
|
Other
|
Male
| 0
| 0
| 50
|
United-States
|
<=50K
|
27
|
Private
| 109,881
|
Bachelors
| 13
|
Never-married
|
Other-service
|
Own-child
|
White
|
Female
| 0
| 0
| 20
|
United-States
|
<=50K
|
45
|
Local-gov
| 135,776
|
Masters
| 14
|
Divorced
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 0
| 0
| 30
|
United-States
|
<=50K
|
21
|
Private
| 209,955
|
HS-grad
| 9
|
Never-married
|
Craft-repair
|
Not-in-family
|
White
|
Male
| 0
| 0
| 48
|
United-States
|
<=50K
|
45
|
Private
| 112,761
|
HS-grad
| 9
|
Divorced
|
Machine-op-inspct
|
Unmarried
|
White
|
Female
| 0
| 0
| 40
|
United-States
|
<=50K
|
19
|
Private
| 227,178
|
11th
| 7
|
Never-married
|
Sales
|
Not-in-family
|
White
|
Female
| 0
| 0
| 25
|
United-States
|
<=50K
|
59
|
Private
| 113,959
|
HS-grad
| 9
|
Married-civ-spouse
|
Adm-clerical
|
Husband
|
White
|
Male
| 0
| 0
| 45
|
United-States
|
>50K
|
33
| null | 186,824
|
Some-college
| 10
|
Never-married
| null |
Own-child
|
White
|
Male
| 0
| 0
| 40
|
United-States
|
<=50K
|
34
|
Private
| 115,488
|
HS-grad
| 9
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
|
<=50K
|
35
|
Local-gov
| 182,570
|
Assoc-acdm
| 12
|
Married-civ-spouse
|
Protective-serv
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
|
>50K
|
33
|
Private
| 326,104
|
Some-college
| 10
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 0
| 50
|
United-States
|
>50K
|
49
|
Private
| 235,683
|
Some-college
| 10
|
Married-civ-spouse
|
Sales
|
Wife
|
White
|
Female
| 0
| 0
| 40
|
United-States
|
>50K
|
47
|
Federal-gov
| 227,244
|
Bachelors
| 13
|
Married-civ-spouse
|
Protective-serv
|
Husband
|
Black
|
Male
| 0
| 0
| 50
|
United-States
|
>50K
|
39
|
Private
| 111,275
|
HS-grad
| 9
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 0
| 40
|
United-States
|
<=50K
|
22
| null | 216,563
|
HS-grad
| 9
|
Never-married
| null |
Other-relative
|
White
|
Female
| 0
| 0
| 40
|
United-States
|
<=50K
|
38
|
Private
| 169,926
|
Assoc-acdm
| 12
|
Married-civ-spouse
|
Exec-managerial
|
Wife
|
White
|
Female
| 0
| 1,902
| 40
|
United-States
|
>50K
|
29
|
Private
| 271,328
|
Bachelors
| 13
|
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Male
| 4,650
| 0
| 40
|
United-States
|
<=50K
|
46
|
Local-gov
| 236,827
|
9th
| 5
|
Separated
|
Other-service
|
Unmarried
|
Black
|
Female
| 0
| 0
| 40
|
United-States
|
<=50K
|
60
|
Federal-gov
| 63,526
|
Bachelors
| 13
|
Married-civ-spouse
|
Adm-clerical
|
Husband
|
Black
|
Male
| 0
| 0
| 40
|
United-States
|
>50K
|
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