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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
20
|
State-gov
| 223,515
|
Assoc-acdm
| 12
|
Never-married
|
Other-service
|
Own-child
|
White
|
Male
| 0
| 1,719
| 20
|
United-States
|
<=50K
|
21
|
Private
| 32,616
|
HS-grad
| 9
|
Never-married
|
Other-service
|
Not-in-family
|
White
|
Female
| 0
| 1,719
| 16
|
United-States
|
<=50K
|
18
|
Private
| 201,901
|
HS-grad
| 9
|
Never-married
|
Handlers-cleaners
|
Own-child
|
White
|
Female
| 0
| 1,719
| 15
|
United-States
|
<=50K
|
30
|
?
| 96,851
|
Some-college
| 10
|
Never-married
|
?
|
Not-in-family
|
White
|
Female
| 0
| 1,719
| 25
|
United-States
|
<=50K
|
19
|
Private
| 387,215
|
Some-college
| 10
|
Never-married
|
Tech-support
|
Own-child
|
White
|
Male
| 0
| 1,719
| 16
|
United-States
|
<=50K
|
22
|
Private
| 217,961
|
Some-college
| 10
|
Never-married
|
Transport-moving
|
Own-child
|
White
|
Male
| 0
| 1,719
| 30
|
United-States
|
<=50K
|
26
|
Private
| 322,614
|
Preschool
| 1
|
Married-spouse-absent
|
Machine-op-inspct
|
Not-in-family
|
White
|
Male
| 0
| 1,719
| 40
|
Mexico
|
<=50K
|
19
|
Private
| 158,118
|
HS-grad
| 9
|
Never-married
|
Other-service
|
Not-in-family
|
White
|
Female
| 0
| 1,719
| 40
|
United-States
|
<=50K
|
22
|
Private
| 347,867
|
HS-grad
| 9
|
Married-spouse-absent
|
Sales
|
Not-in-family
|
White
|
Male
| 0
| 1,719
| 40
|
United-States
|
<=50K
|
37
|
Private
| 252,947
|
Bachelors
| 13
|
Never-married
|
Machine-op-inspct
|
Not-in-family
|
Black
|
Male
| 0
| 1,719
| 32
|
United-States
|
<=50K
|
47
|
Private
| 27,815
|
9th
| 5
|
Divorced
|
Other-service
|
Not-in-family
|
White
|
Female
| 0
| 1,719
| 30
|
United-States
|
<=50K
|
57
|
Private
| 299,358
|
HS-grad
| 9
|
Widowed
|
Other-service
|
Other-relative
|
White
|
Female
| 0
| 1,719
| 25
|
United-States
|
<=50K
|
21
|
Private
| 257,781
|
Some-college
| 10
|
Never-married
|
Craft-repair
|
Own-child
|
White
|
Male
| 0
| 1,719
| 30
|
United-States
|
<=50K
|
21
|
Private
| 540,712
|
HS-grad
| 9
|
Never-married
|
Other-service
|
Other-relative
|
Black
|
Male
| 0
| 1,719
| 25
|
United-States
|
<=50K
|
25
|
Local-gov
| 190,107
|
HS-grad
| 9
|
Never-married
|
Farming-fishing
|
Own-child
|
White
|
Male
| 0
| 1,719
| 16
|
United-States
|
<=50K
|
23
|
Private
| 151,910
|
Bachelors
| 13
|
Never-married
|
Machine-op-inspct
|
Own-child
|
White
|
Female
| 0
| 1,719
| 40
|
United-States
|
<=50K
|
17
|
Private
| 184,924
|
9th
| 5
|
Never-married
|
Handlers-cleaners
|
Own-child
|
White
|
Male
| 0
| 1,719
| 15
|
United-States
|
<=50K
|
19
|
?
| 351,195
|
9th
| 5
|
Never-married
|
?
|
Other-relative
|
White
|
Male
| 0
| 1,719
| 35
|
El-Salvador
|
<=50K
|
17
|
Private
| 116,626
|
11th
| 7
|
Never-married
|
Handlers-cleaners
|
Own-child
|
White
|
Male
| 0
| 1,719
| 18
|
United-States
|
<=50K
|
20
|
Private
| 39,803
|
Some-college
| 10
|
Never-married
|
Other-service
|
Own-child
|
White
|
Male
| 0
| 1,719
| 36
|
United-States
|
<=50K
|
21
|
Private
| 387,335
|
Some-college
| 10
|
Never-married
|
Tech-support
|
Own-child
|
White
|
Female
| 0
| 1,719
| 9
|
United-States
|
<=50K
|
32
|
Private
| 110,331
|
HS-grad
| 9
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 1,672
| 60
|
United-States
|
<=50K
|
50
|
Self-emp-inc
| 175,339
|
HS-grad
| 9
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 1,672
| 60
|
United-States
|
<=50K
|
31
|
Private
| 59,083
|
Some-college
| 10
|
Married-civ-spouse
|
Other-service
|
Husband
|
White
|
Male
| 0
| 1,672
| 50
|
United-States
|
<=50K
|
60
|
Self-emp-not-inc
| 170,114
|
9th
| 5
|
Married-civ-spouse
|
Farming-fishing
|
Husband
|
White
|
Male
| 0
| 1,672
| 84
|
United-States
|
<=50K
|
34
|
Private
| 80,933
|
HS-grad
| 9
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 1,672
| 40
|
United-States
|
<=50K
|
34
|
Private
| 119,422
|
Assoc-voc
| 11
|
Married-civ-spouse
|
Machine-op-inspct
|
Husband
|
White
|
Male
| 0
| 1,672
| 50
|
United-States
|
<=50K
|
45
|
Federal-gov
| 181,970
|
HS-grad
| 9
|
Married-civ-spouse
|
Adm-clerical
|
Husband
|
White
|
Male
| 0
| 1,672
| 40
|
United-States
|
<=50K
|
57
|
Private
| 109,638
|
Some-college
| 10
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 1,672
| 45
|
United-States
|
<=50K
|
55
|
Private
| 177,484
|
11th
| 7
|
Married-civ-spouse
|
Other-service
|
Husband
|
Black
|
Male
| 0
| 1,672
| 40
|
United-States
|
<=50K
|
61
|
Private
| 213,321
|
Some-college
| 10
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 1,672
| 40
|
United-States
|
<=50K
|
51
|
Self-emp-not-inc
| 32,372
|
Bachelors
| 13
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 1,672
| 70
|
United-States
|
<=50K
|
35
|
Private
| 54,317
|
HS-grad
| 9
|
Married-civ-spouse
|
Farming-fishing
|
Husband
|
White
|
Male
| 0
| 1,672
| 50
|
United-States
|
<=50K
|
29
|
Private
| 147,755
|
Some-college
| 10
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 1,672
| 40
|
United-States
|
<=50K
|
40
|
Private
| 187,164
|
HS-grad
| 9
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 1,672
| 45
|
United-States
|
<=50K
|
46
|
Self-emp-not-inc
| 182,541
|
HS-grad
| 9
|
Married-civ-spouse
|
Farming-fishing
|
Husband
|
White
|
Male
| 0
| 1,672
| 50
|
United-States
|
<=50K
|
48
|
Private
| 185,041
|
7th-8th
| 4
|
Married-civ-spouse
|
Transport-moving
|
Husband
|
White
|
Male
| 0
| 1,672
| 55
|
United-States
|
<=50K
|
36
|
Local-gov
| 241,998
|
Bachelors
| 13
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 1,672
| 50
|
United-States
|
<=50K
|
46
|
Self-emp-not-inc
| 197,836
|
HS-grad
| 9
|
Married-civ-spouse
|
Farming-fishing
|
Husband
|
White
|
Male
| 0
| 1,672
| 50
|
United-States
|
<=50K
|
42
|
Private
| 117,319
|
HS-grad
| 9
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 1,672
| 40
|
United-States
|
<=50K
|
57
|
Private
| 61,761
|
Some-college
| 10
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 1,672
| 45
|
United-States
|
<=50K
|
43
|
Private
| 220,109
|
Some-college
| 10
|
Married-civ-spouse
|
Other-service
|
Husband
|
White
|
Male
| 0
| 1,672
| 44
|
United-States
|
<=50K
|
28
|
Private
| 346,406
|
HS-grad
| 9
|
Married-civ-spouse
|
Machine-op-inspct
|
Husband
|
White
|
Male
| 0
| 1,672
| 50
|
United-States
|
<=50K
|
49
|
Private
| 190,115
|
HS-grad
| 9
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 1,672
| 44
|
United-States
|
<=50K
|
49
|
Self-emp-not-inc
| 208,872
|
HS-grad
| 9
|
Married-civ-spouse
|
Farming-fishing
|
Husband
|
White
|
Male
| 0
| 1,672
| 98
|
United-States
|
<=50K
|
33
|
Private
| 232,356
|
HS-grad
| 9
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 1,672
| 55
|
United-States
|
<=50K
|
30
|
Private
| 460,408
|
Some-college
| 10
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 1,672
| 45
|
United-States
|
<=50K
|
54
|
Private
| 145,419
|
HS-grad
| 9
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 1,672
| 50
|
United-States
|
<=50K
|
56
|
Self-emp-inc
| 119,891
|
Some-college
| 10
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 1,672
| 40
|
United-States
|
<=50K
|
36
|
State-gov
| 110,964
|
Bachelors
| 13
|
Married-civ-spouse
|
Prof-specialty
|
Wife
|
White
|
Female
| 0
| 1,672
| 38
|
United-States
|
<=50K
|
40
|
Self-emp-not-inc
| 89,413
|
HS-grad
| 9
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 1,672
| 40
|
United-States
|
<=50K
|
32
|
Private
| 97,723
|
HS-grad
| 9
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 1,672
| 40
|
United-States
|
<=50K
|
47
|
Self-emp-not-inc
| 107,231
|
Assoc-acdm
| 12
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 1,672
| 65
|
United-States
|
<=50K
|
40
|
Private
| 566,537
|
Preschool
| 1
|
Married-civ-spouse
|
Other-service
|
Husband
|
White
|
Male
| 0
| 1,672
| 40
|
Mexico
|
<=50K
|
37
|
Private
| 186,009
|
HS-grad
| 9
|
Married-civ-spouse
|
Transport-moving
|
Husband
|
White
|
Male
| 0
| 1,672
| 60
|
United-States
|
<=50K
|
28
|
Private
| 196,690
|
Assoc-voc
| 11
|
Never-married
|
Machine-op-inspct
|
Not-in-family
|
White
|
Female
| 0
| 1,669
| 42
|
United-States
|
<=50K
|
37
|
Private
| 35,330
|
HS-grad
| 9
|
Divorced
|
Craft-repair
|
Not-in-family
|
White
|
Male
| 0
| 1,669
| 55
|
United-States
|
<=50K
|
48
|
Private
| 125,933
|
Some-college
| 10
|
Widowed
|
Exec-managerial
|
Unmarried
|
Black
|
Female
| 0
| 1,669
| 38
|
United-States
|
<=50K
|
31
|
Private
| 207,537
|
HS-grad
| 9
|
Divorced
|
Craft-repair
|
Own-child
|
White
|
Male
| 0
| 1,669
| 50
|
United-States
|
<=50K
|
26
|
Private
| 117,833
|
Bachelors
| 13
|
Never-married
|
Exec-managerial
|
Not-in-family
|
White
|
Female
| 0
| 1,669
| 50
|
United-States
|
<=50K
|
23
|
Private
| 435,835
|
HS-grad
| 9
|
Never-married
|
Sales
|
Not-in-family
|
White
|
Male
| 0
| 1,669
| 55
|
United-States
|
<=50K
|
39
|
Self-emp-not-inc
| 331,481
|
Bachelors
| 13
|
Divorced
|
Craft-repair
|
Not-in-family
|
Black
|
Male
| 0
| 1,669
| 60
|
?
|
<=50K
|
49
|
Private
| 30,219
|
HS-grad
| 9
|
Divorced
|
Craft-repair
|
Not-in-family
|
White
|
Male
| 0
| 1,669
| 40
|
United-States
|
<=50K
|
56
|
State-gov
| 274,111
|
Masters
| 14
|
Divorced
|
Prof-specialty
|
Not-in-family
|
White
|
Male
| 0
| 1,669
| 40
|
United-States
|
<=50K
|
47
|
Private
| 155,124
|
Assoc-voc
| 11
|
Divorced
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 0
| 1,669
| 40
|
United-States
|
<=50K
|
34
|
Private
| 185,041
|
HS-grad
| 9
|
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 0
| 1,669
| 45
|
United-States
|
<=50K
|
32
|
Private
| 48,458
|
HS-grad
| 9
|
Never-married
|
Sales
|
Own-child
|
Black
|
Female
| 0
| 1,669
| 45
|
United-States
|
<=50K
|
28
|
Private
| 72,443
|
Some-college
| 10
|
Never-married
|
Exec-managerial
|
Not-in-family
|
White
|
Male
| 0
| 1,669
| 60
|
United-States
|
<=50K
|
38
|
Local-gov
| 30,509
|
Masters
| 14
|
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 0
| 1,669
| 55
|
United-States
|
<=50K
|
34
|
Private
| 245,173
|
HS-grad
| 9
|
Divorced
|
Sales
|
Not-in-family
|
White
|
Male
| 0
| 1,669
| 45
|
United-States
|
<=50K
|
36
|
Private
| 224,566
|
Assoc-acdm
| 12
|
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Male
| 0
| 1,669
| 45
|
United-States
|
<=50K
|
30
|
Private
| 33,688
|
HS-grad
| 9
|
Never-married
|
Transport-moving
|
Unmarried
|
White
|
Female
| 0
| 1,669
| 70
|
United-States
|
<=50K
|
26
|
Private
| 104,834
|
Masters
| 14
|
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 0
| 1,669
| 40
|
United-States
|
<=50K
|
40
|
Private
| 180,032
|
Masters
| 14
|
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 0
| 1,669
| 40
|
United-States
|
<=50K
|
56
|
Local-gov
| 52,953
|
Doctorate
| 16
|
Divorced
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 0
| 1,669
| 38
|
United-States
|
<=50K
|
44
|
Local-gov
| 196,456
|
Masters
| 14
|
Never-married
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 0
| 1,669
| 40
|
United-States
|
<=50K
|
33
|
Local-gov
| 169,652
|
Assoc-voc
| 11
|
Never-married
|
Adm-clerical
|
Own-child
|
White
|
Male
| 0
| 1,669
| 55
|
United-States
|
<=50K
|
53
|
Local-gov
| 137,250
|
Masters
| 14
|
Widowed
|
Prof-specialty
|
Unmarried
|
Black
|
Female
| 0
| 1,669
| 35
|
United-States
|
<=50K
|
61
|
Private
| 190,682
|
HS-grad
| 9
|
Widowed
|
Craft-repair
|
Not-in-family
|
Black
|
Female
| 0
| 1,669
| 50
|
United-States
|
<=50K
|
65
|
Self-emp-not-inc
| 316,093
|
Prof-school
| 15
|
Divorced
|
Prof-specialty
|
Not-in-family
|
White
|
Male
| 0
| 1,668
| 40
|
United-States
|
<=50K
|
81
|
Self-emp-not-inc
| 123,959
|
Bachelors
| 13
|
Widowed
|
Prof-specialty
|
Not-in-family
|
White
|
Female
| 0
| 1,668
| 3
|
Hungary
|
<=50K
|
68
|
?
| 286,869
|
7th-8th
| 4
|
Widowed
|
?
|
Not-in-family
|
White
|
Female
| 0
| 1,668
| 40
|
?
|
<=50K
|
68
|
Local-gov
| 144,761
|
HS-grad
| 9
|
Widowed
|
Protective-serv
|
Not-in-family
|
White
|
Male
| 0
| 1,668
| 20
|
United-States
|
<=50K
|
39
|
Self-emp-inc
| 218,184
|
9th
| 5
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 1,651
| 40
|
Mexico
|
<=50K
|
61
|
Private
| 107,438
|
7th-8th
| 4
|
Married-civ-spouse
|
Transport-moving
|
Husband
|
Black
|
Male
| 0
| 1,651
| 40
|
United-States
|
<=50K
|
61
|
Private
| 162,391
|
7th-8th
| 4
|
Married-civ-spouse
|
Transport-moving
|
Husband
|
White
|
Male
| 0
| 1,651
| 40
|
United-States
|
<=50K
|
46
|
Private
| 138,370
|
7th-8th
| 4
|
Married-civ-spouse
|
Other-service
|
Husband
|
Asian-Pac-Islander
|
Male
| 0
| 1,651
| 40
|
China
|
<=50K
|
56
|
Self-emp-inc
| 216,636
|
12th
| 8
|
Married-civ-spouse
|
Exec-managerial
|
Husband
|
White
|
Male
| 0
| 1,651
| 40
|
United-States
|
<=50K
|
30
|
Private
| 190,912
|
11th
| 7
|
Married-civ-spouse
|
Handlers-cleaners
|
Husband
|
Asian-Pac-Islander
|
Male
| 0
| 1,651
| 40
|
Vietnam
|
<=50K
|
35
|
State-gov
| 193,241
|
HS-grad
| 9
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 1,651
| 40
|
United-States
|
<=50K
|
34
|
Private
| 261,023
|
Some-college
| 10
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 1,651
| 38
|
United-States
|
<=50K
|
27
|
Private
| 37,250
|
Some-college
| 10
|
Married-civ-spouse
|
Machine-op-inspct
|
Husband
|
White
|
Male
| 0
| 1,651
| 40
|
United-States
|
<=50K
|
65
|
Local-gov
| 146,454
|
Masters
| 14
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 1,648
| 4
|
Greece
|
<=50K
|
74
|
Self-emp-not-inc
| 206,682
|
Some-college
| 10
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 1,648
| 35
|
United-States
|
<=50K
|
26
|
Private
| 280,093
|
5th-6th
| 3
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 1,628
| 50
|
United-States
|
<=50K
|
62
|
Private
| 162,245
|
Prof-school
| 15
|
Married-civ-spouse
|
Prof-specialty
|
Husband
|
White
|
Male
| 0
| 1,628
| 70
|
United-States
|
<=50K
|
45
|
Private
| 188,386
|
HS-grad
| 9
|
Married-civ-spouse
|
Handlers-cleaners
|
Husband
|
White
|
Male
| 0
| 1,628
| 45
|
United-States
|
<=50K
|
28
|
Private
| 241,895
|
HS-grad
| 9
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 1,628
| 40
|
United-States
|
<=50K
|
37
|
Private
| 295,949
|
HS-grad
| 9
|
Married-civ-spouse
|
Craft-repair
|
Husband
|
White
|
Male
| 0
| 1,628
| 40
|
United-States
|
<=50K
|
28
|
Private
| 273,929
|
HS-grad
| 9
|
Married-civ-spouse
|
Sales
|
Husband
|
White
|
Male
| 0
| 1,628
| 60
|
United-States
|
<=50K
|
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