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 1
26
| income
stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
90
|
?
| 77,053
|
HS-grad
| 9
|
Widowed
|
?
|
Not-in-family
|
White
|
Female
| 0
| 4,356
| 40
|
United-States
|
<=50K
|
82
|
Private
| 132,870
|
HS-grad
| 9
|
Widowed
|
Exec-managerial
|
Not-in-family
|
White
|
Female
| 0
| 4,356
| 18
|
United-States
|
<=50K
|
66
|
?
| 186,061
|
Some-college
| 10
|
Widowed
|
?
|
Unmarried
|
Black
|
Female
| 0
| 4,356
| 40
|
United-States
|
<=50K
|
54
|
Private
| 140,359
|
7th-8th
| 4
|
Divorced
|
Machine-op-inspct
|
Unmarried
|
White
|
Female
| 0
| 3,900
| 40
|
United-States
|
<=50K
|
41
|
Private
| 264,663
|
Some-college
| 10
|
Separated
|
Prof-specialty
|
Own-child
|
White
|
Female
| 0
| 3,900
| 40
|
United-States
|
<=50K
|
34
|
Private
| 216,864
|
HS-grad
| 9
|
Divorced
|
Other-service
|
Unmarried
|
White
|
Female
| 0
| 3,770
| 45
|
United-States
|
<=50K
|
38
|
Private
| 150,601
|
10th
| 6
|
Separated
|
Adm-clerical
|
Unmarried
|
White
|
Male
| 0
| 3,770
| 40
|
United-States
|
<=50K
|
74
|
State-gov
| 88,638
|
Doctorate
| 16
|
Never-married
|
Prof-specialty
|
Other-relative
|
White
|
Female
| 0
| 3,683
| 20
|
United-States
|
>50K
|
68
|
Federal-gov
| 422,013
|
HS-grad
| 9
|
Divorced
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 0
| 3,683
| 40
|
United-States
|
<=50K
|
41
|
Private
| 70,037
|
Some-college
| 10
|
Never-married
|
Craft-repair
|
Unmarried
|
White
|
Male
| 0
| 3,004
| 60
|
?
|
>50K
|
45
|
Private
| 172,274
|
Doctorate
| 16
|
Divorced
|
Prof-specialty
|
Unmarried
|
Black
|
Female
| 0
| 3,004
| 35
|
United-States
|
>50K
|
38
|
Self-emp-not-inc
| 164,526
|
Prof-school
| 15
|
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Male
| 0
| 2,824
| 45
|
United-States
|
>50K
|
52
|
Private
| 129,177
|
Bachelors
| 13
|
Widowed
|
Other-service
|
Not-in-family
|
White
|
Female
| 0
| 2,824
| 20
|
United-States
|
>50K
|
32
|
Private
| 136,204
|
Masters
| 14
|
Separated
|
Exec-managerial
|
Not-in-family
|
White
|
Male
| 0
| 2,824
| 55
|
United-States
|
>50K
|
51
|
?
| 172,175
|
Doctorate
| 16
|
Never-married
|
?
|
Not-in-family
|
White
|
Male
| 0
| 2,824
| 40
|
United-States
|
>50K
|
46
|
Private
| 45,363
|
Prof-school
| 15
|
Divorced
|
Prof-specialty
|
Not-in-family
|
White
|
Male
| 0
| 2,824
| 40
|
United-States
|
>50K
|
45
|
Private
| 172,822
|
11th
| 7
|
Divorced
|
Transport-moving
|
Not-in-family
|
White
|
Male
| 0
| 2,824
| 76
|
United-States
|
>50K
|
57
|
Private
| 317,847
|
Masters
| 14
|
Divorced
|
Exec-managerial
|
Not-in-family
|
White
|
Male
| 0
| 2,824
| 50
|
United-States
|
>50K
|
22
|
Private
| 119,592
|
Assoc-acdm
| 12
|
Never-married
|
Handlers-cleaners
|
Not-in-family
|
Black
|
Male
| 0
| 2,824
| 40
|
?
|
>50K
|
34
|
Private
| 203,034
|
Bachelors
| 13
|
Separated
|
Sales
|
Not-in-family
|
White
|
Male
| 0
| 2,824
| 50
|
United-States
|
>50K
|
37
|
Private
| 188,774
|
Bachelors
| 13
|
Never-married
|
Exec-managerial
|
Not-in-family
|
White
|
Male
| 0
| 2,824
| 40
|
United-States
|
>50K
|
29
|
Private
| 77,009
|
11th
| 7
|
Separated
|
Sales
|
Not-in-family
|
White
|
Female
| 0
| 2,754
| 42
|
United-States
|
<=50K
|
61
|
Private
| 29,059
|
HS-grad
| 9
|
Divorced
|
Sales
|
Unmarried
|
White
|
Female
| 0
| 2,754
| 25
|
United-States
|
<=50K
|
51
|
Private
| 153,870
|
Some-college
| 10
|
Married-civ-spouse
|
Transport-moving
|
Husband
|
White
|
Male
| 0
| 2,603
| 40
|
United-States
|
<=50K
|
61
|
?
| 135,285
|
HS-grad
| 9
|
Married-civ-spouse
|
?
|
Husband
|
White
|
Male
| 0
| 2,603
| 32
|
United-States
|
<=50K
|
21
|
Private
| 34,310
|
Assoc-voc
| 11
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 2,603
| 40
|
United-States
|
<=50K
|
33
|
Private
| 228,696
|
1st-4th
| 2
|
Married-civ-spouse
|
Craft-repair
|
Not-in-family
|
White
|
Male
| 0
| 2,603
| 32
|
Mexico
|
<=50K
|
49
|
Private
| 122,066
|
5th-6th
| 3
|
Married-civ-spouse
|
Other-service
|
Husband
|
White
|
Male
| 0
| 2,603
| 40
|
Greece
|
<=50K
|
37
|
Self-emp-inc
| 107,164
|
10th
| 6
|
Never-married
|
Transport-moving
|
Not-in-family
|
White
|
Male
| 0
| 2,559
| 50
|
United-States
|
>50K
|
38
|
Private
| 175,360
|
10th
| 6
|
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Male
| 0
| 2,559
| 90
|
United-States
|
>50K
|
23
|
Private
| 44,064
|
Some-college
| 10
|
Separated
|
Other-service
|
Not-in-family
|
White
|
Male
| 0
| 2,559
| 40
|
United-States
|
>50K
|
59
|
Self-emp-inc
| 107,287
|
10th
| 6
|
Widowed
|
Exec-managerial
|
Unmarried
|
White
|
Female
| 0
| 2,559
| 50
|
United-States
|
>50K
|
52
|
Private
| 198,863
|
Prof-school
| 15
|
Divorced
|
Exec-managerial
|
Not-in-family
|
White
|
Male
| 0
| 2,559
| 60
|
United-States
|
>50K
|
51
|
Private
| 123,011
|
Bachelors
| 13
|
Divorced
|
Exec-managerial
|
Not-in-family
|
White
|
Male
| 0
| 2,559
| 50
|
United-States
|
>50K
|
60
|
Self-emp-not-inc
| 205,246
|
HS-grad
| 9
|
Never-married
|
Exec-managerial
|
Not-in-family
|
Black
|
Male
| 0
| 2,559
| 50
|
United-States
|
>50K
|
63
|
Federal-gov
| 39,181
|
Doctorate
| 16
|
Divorced
|
Exec-managerial
|
Not-in-family
|
White
|
Female
| 0
| 2,559
| 60
|
United-States
|
>50K
|
53
|
Private
| 149,650
|
HS-grad
| 9
|
Never-married
|
Sales
|
Not-in-family
|
White
|
Male
| 0
| 2,559
| 48
|
United-States
|
>50K
|
51
|
Private
| 197,163
|
Prof-school
| 15
|
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 0
| 2,559
| 50
|
United-States
|
>50K
|
37
|
Self-emp-not-inc
| 137,527
|
Doctorate
| 16
|
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 0
| 2,559
| 60
|
United-States
|
>50K
|
54
|
Private
| 161,691
|
Masters
| 14
|
Divorced
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 0
| 2,559
| 40
|
United-States
|
>50K
|
44
|
Private
| 326,232
|
Bachelors
| 13
|
Divorced
|
Exec-managerial
|
Unmarried
|
White
|
Male
| 0
| 2,547
| 50
|
United-States
|
>50K
|
43
|
Private
| 115,806
|
Masters
| 14
|
Divorced
|
Exec-managerial
|
Unmarried
|
White
|
Female
| 0
| 2,547
| 40
|
United-States
|
>50K
|
51
|
Private
| 115,066
|
Some-college
| 10
|
Divorced
|
Adm-clerical
|
Unmarried
|
White
|
Female
| 0
| 2,547
| 40
|
United-States
|
>50K
|
43
|
Private
| 289,669
|
Masters
| 14
|
Divorced
|
Prof-specialty
|
Unmarried
|
White
|
Female
| 0
| 2,547
| 40
|
United-States
|
>50K
|
71
|
?
| 100,820
|
HS-grad
| 9
|
Married-civ-spouse
|
?
|
Husband
|
White
|
Male
| 0
| 2,489
| 15
|
United-States
|
<=50K
|
48
|
Private
| 121,253
|
Bachelors
| 13
|
Married-spouse-absent
|
Sales
|
Unmarried
|
White
|
Female
| 0
| 2,472
| 70
|
United-States
|
>50K
|
71
|
Private
| 110,380
|
HS-grad
| 9
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 2,467
| 52
|
United-States
|
<=50K
|
73
|
Self-emp-not-inc
| 233,882
|
HS-grad
| 9
|
Married-civ-spouse
|
Farming-fishing
|
Husband
|
Asian-Pac-Islander
|
Male
| 0
| 2,457
| 40
|
Vietnam
|
<=50K
|
68
|
?
| 192,052
|
Some-college
| 10
|
Married-civ-spouse
|
?
|
Wife
|
White
|
Female
| 0
| 2,457
| 40
|
United-States
|
<=50K
|
67
|
?
| 174,995
|
Some-college
| 10
|
Married-civ-spouse
|
?
|
Husband
|
White
|
Male
| 0
| 2,457
| 40
|
United-States
|
<=50K
|
40
|
Self-emp-not-inc
| 335,549
|
Prof-school
| 15
|
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Male
| 0
| 2,444
| 45
|
United-States
|
>50K
|
50
|
Private
| 237,729
|
HS-grad
| 9
|
Widowed
|
Sales
|
Not-in-family
|
White
|
Female
| 0
| 2,444
| 72
|
United-States
|
>50K
|
51
|
State-gov
| 68,898
|
Assoc-voc
| 11
|
Divorced
|
Tech-support
|
Not-in-family
|
White
|
Male
| 0
| 2,444
| 39
|
United-States
|
>50K
|
42
|
Private
| 107,276
|
Some-college
| 10
|
Never-married
|
Exec-managerial
|
Not-in-family
|
White
|
Female
| 0
| 2,444
| 40
|
United-States
|
>50K
|
39
|
Private
| 141,584
|
Masters
| 14
|
Never-married
|
Sales
|
Not-in-family
|
White
|
Male
| 0
| 2,444
| 45
|
United-States
|
>50K
|
32
|
Private
| 207,668
|
Bachelors
| 13
|
Never-married
|
Exec-managerial
|
Other-relative
|
White
|
Male
| 0
| 2,444
| 50
|
United-States
|
>50K
|
53
|
Private
| 313,243
|
Some-college
| 10
|
Separated
|
Craft-repair
|
Not-in-family
|
White
|
Male
| 0
| 2,444
| 45
|
United-States
|
>50K
|
40
|
Local-gov
| 147,372
|
Some-college
| 10
|
Never-married
|
Protective-serv
|
Not-in-family
|
White
|
Male
| 0
| 2,444
| 40
|
United-States
|
>50K
|
38
|
Private
| 237,608
|
Bachelors
| 13
|
Never-married
|
Sales
|
Not-in-family
|
White
|
Female
| 0
| 2,444
| 45
|
United-States
|
>50K
|
33
|
Private
| 194,901
|
Assoc-voc
| 11
|
Separated
|
Craft-repair
|
Not-in-family
|
White
|
Male
| 0
| 2,444
| 42
|
United-States
|
>50K
|
43
|
Private
| 155,106
|
Assoc-acdm
| 12
|
Divorced
|
Craft-repair
|
Not-in-family
|
White
|
Male
| 0
| 2,444
| 70
|
United-States
|
>50K
|
50
|
Self-emp-inc
| 121,441
|
11th
| 7
|
Never-married
|
Exec-managerial
|
Other-relative
|
White
|
Male
| 0
| 2,444
| 40
|
United-States
|
>50K
|
44
|
Private
| 162,028
|
Some-college
| 10
|
Married-civ-spouse
|
Adm-clerical
|
Wife
|
White
|
Female
| 0
| 2,415
| 6
|
United-States
|
>50K
|
51
|
Self-emp-not-inc
| 160,724
|
Bachelors
| 13
|
Married-civ-spouse
|
Sales
|
Husband
|
Asian-Pac-Islander
|
Male
| 0
| 2,415
| 40
|
China
|
>50K
|
41
|
Private
| 132,222
|
Prof-school
| 15
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 2,415
| 40
|
United-States
|
>50K
|
60
|
Self-emp-inc
| 226,355
|
Assoc-voc
| 11
|
Married-civ-spouse
|
Machine-op-inspct
|
Husband
|
White
|
Male
| 0
| 2,415
| 70
|
?
|
>50K
|
37
|
Private
| 329,980
|
Masters
| 14
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 2,415
| 60
|
United-States
|
>50K
|
55
|
Self-emp-inc
| 124,137
|
Prof-school
| 15
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 2,415
| 35
|
Greece
|
>50K
|
39
|
Self-emp-inc
| 329,980
|
Bachelors
| 13
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 2,415
| 60
|
United-States
|
>50K
|
42
|
Self-emp-inc
| 187,702
|
Prof-school
| 15
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 2,415
| 60
|
United-States
|
>50K
|
49
|
Private
| 199,029
|
Bachelors
| 13
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 2,415
| 55
|
United-States
|
>50K
|
47
|
Self-emp-not-inc
| 145,290
|
HS-grad
| 9
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 2,415
| 50
|
United-States
|
>50K
|
41
|
Local-gov
| 297,248
|
Prof-school
| 15
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 2,415
| 45
|
United-States
|
>50K
|
55
|
Self-emp-inc
| 227,856
|
Bachelors
| 13
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 2,415
| 50
|
United-States
|
>50K
|
39
|
Private
| 179,731
|
Masters
| 14
|
Married-civ-spouse
|
Exec-managerial
|
Wife
|
White
|
Female
| 0
| 2,415
| 65
|
United-States
|
>50K
|
42
|
Private
| 154,374
|
Bachelors
| 13
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 2,415
| 60
|
United-States
|
>50K
|
41
|
?
| 27,187
|
Assoc-voc
| 11
|
Married-civ-spouse
|
?
|
Husband
|
White
|
Male
| 0
| 2,415
| 12
|
United-States
|
>50K
|
46
|
Private
| 326,857
|
Masters
| 14
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 2,415
| 65
|
United-States
|
>50K
|
40
|
Private
| 160,369
|
Masters
| 14
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 2,415
| 45
|
United-States
|
>50K
|
32
|
Private
| 396,745
|
Bachelors
| 13
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 2,415
| 48
|
United-States
|
>50K
|
41
|
Self-emp-inc
| 151,089
|
Some-college
| 10
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 2,415
| 55
|
United-States
|
>50K
|
60
|
Self-emp-inc
| 336,188
|
Prof-school
| 15
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 2,415
| 80
|
United-States
|
>50K
|
31
|
Private
| 279,015
|
Masters
| 14
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 2,415
| 70
|
Taiwan
|
>50K
|
58
|
Self-emp-not-inc
| 43,221
|
Some-college
| 10
|
Married-civ-spouse
|
Farming-fishing
|
Husband
|
White
|
Male
| 0
| 2,415
| 40
|
United-States
|
>50K
|
37
|
Self-emp-inc
| 30,529
|
Bachelors
| 13
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 2,415
| 50
|
United-States
|
>50K
|
44
|
Self-emp-not-inc
| 201,742
|
Bachelors
| 13
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 2,415
| 50
|
United-States
|
>50K
|
39
|
Self-emp-not-inc
| 218,490
|
Prof-school
| 15
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 2,415
| 50
|
?
|
>50K
|
43
|
Federal-gov
| 156,996
|
Prof-school
| 15
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
Asian-Pac-Islander
|
Male
| 0
| 2,415
| 55
|
?
|
>50K
|
55
|
Self-emp-inc
| 298,449
|
Bachelors
| 13
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 2,415
| 50
|
United-States
|
>50K
|
44
|
Self-emp-inc
| 191,712
|
Masters
| 14
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 2,415
| 55
|
United-States
|
>50K
|
39
|
Private
| 198,654
|
Prof-school
| 15
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
Asian-Pac-Islander
|
Male
| 0
| 2,415
| 67
|
India
|
>50K
|
46
|
Self-emp-not-inc
| 102,308
|
Bachelors
| 13
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 2,415
| 40
|
United-States
|
>50K
|
39
|
Private
| 348,521
|
Some-college
| 10
|
Married-civ-spouse
|
Farming-fishing
|
Husband
|
White
|
Male
| 0
| 2,415
| 99
|
United-States
|
>50K
|
62
|
Self-emp-inc
| 56,248
|
Bachelors
| 13
|
Married-civ-spouse
|
Farming-fishing
|
Husband
|
White
|
Male
| 0
| 2,415
| 60
|
United-States
|
>50K
|
31
|
Self-emp-not-inc
| 252,752
|
HS-grad
| 9
|
Married-civ-spouse
|
Other-service
|
Wife
|
White
|
Female
| 0
| 2,415
| 40
|
United-States
|
>50K
|
46
|
Private
| 192,963
|
Bachelors
| 13
|
Married-civ-spouse
|
Adm-clerical
|
Husband
|
Asian-Pac-Islander
|
Male
| 0
| 2,415
| 35
|
Philippines
|
>50K
|
46
|
Self-emp-not-inc
| 198,759
|
Prof-school
| 15
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 2,415
| 80
|
United-States
|
>50K
|
39
|
Self-emp-inc
| 143,123
|
Assoc-voc
| 11
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 2,415
| 40
|
United-States
|
>50K
|
39
|
Private
| 237,713
|
Prof-school
| 15
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 2,415
| 99
|
United-States
|
>50K
|
59
|
Private
| 81,929
|
Doctorate
| 16
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 2,415
| 45
|
United-States
|
>50K
|
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