age
int64 17
90
| workclass
stringclasses 9
values | fnlwgt
float64 0
18,446,744,074B
⌀ | education
stringlengths 1
73
⌀ | education-num
float64 0
12,345,678,901B
⌀ | marital-status
stringclasses 173
values | occupation
stringlengths 1
90
⌀ | relationship
stringclasses 848
values | race
stringclasses 223
values | sex
stringclasses 44
values | capital-gain
float64 0
10,000,000,000,000,000,000B
⌀ | capital-loss
float64 -1,234,567,891
10,000,000,000,000,000,000B
⌀ | hours-per-week
float64 0
12,000,000,000,000,002,000B
⌀ | native-country
stringclasses 197
values | income
stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
51
|
Self-emp-inc
| 110.2
|
High-school
| 12
|
Married-civ-spouse
|
Sales-rep
|
Son
|
White
|
Male
| 1,110
| 1,000
| 50
|
US
|
>50k
|
37
|
Local-gov
| 30
|
High-School
| 12
|
M
|
Craftsman
|
Married-civ-spouse
|
White
|
Male
| 1,487
| 205
| 40
|
United States of America
|
>50k
|
78
|
Without-pay
| 25,000
|
4th Year Undergraduate
| 4
|
Single
|
Salesman
|
Mother
|
American
|
Female
| 25,000
| 0
| 40
|
US
|
>50k
|
26
|
Local-gov
| 14,000
|
Bachelor's degree
| 4
|
Married-civ-spouse
|
Manager
|
Spouse
|
White
|
Male
| 1,000
| 0
| 35
|
United States
|
>50k
|
24
|
Never-worked
| 13
|
HS-graduate
| 12
|
Never-married
|
Student
|
Self
|
White
|
Female
| 0
| 0
| 40
|
India
|
>50k
|
54
|
Local-gov
| 22.01
|
HS-grad
| 12
|
Married-civ-spouse
|
Arts-entertainment-recreation
|
Spouse
|
White
|
Female
| 10,999
| 0
| 35
|
USA
|
>50k
|
18
|
Never-worked
| 0
|
Some College
| 12
|
Divorced
|
Unemployed
|
Single
|
White
|
Male
| 0
| 0
| 0
|
USA
|
>50k
|
35
|
Local-gov
| null |
high-school
| 12
|
married-civ-spouse
|
clerical-worker
|
wife
|
white
|
female
| 0
| 0
| 40
|
USA
|
>50k
|
55
|
Without-pay
| 4,500
|
A
| 5
|
S
|
Professors
|
S
|
White
|
Male
| 0
| 0
| 40
|
US
|
>50k
|
86
|
Self-emp-not-inc
| 18
|
High-school
| 11
|
Married-civ-spouse-absent
|
Exec-managerial
|
Husband
|
White
|
Male
| 3
| 0
| 50
|
US
|
>50k
|
64
|
Self-emp-inc
| 35.5
|
11
| 12
|
M
|
Craftsman
|
M
|
White
|
M
| 2,300
| 0
| 30
|
USA
|
>50k
|
76
| null | 50,000
| null | 1
| null | null | null | null | null | 100,000
| 0
| 50
| null |
>50k
|
21
|
Never-worked
| 654
|
Some University
| 14
|
Single
|
Salesman
|
Father
|
Black
|
Male
| 10,000
| 0
| 40
|
USA
|
>50k
|
74
|
Without-pay
| 0
|
Some High School
| 12
|
Never-married
|
Executive & Managerial
|
Never-married
|
White
|
Male
| 0
| 0
| 0
|
USA
|
>50k
|
52
|
Never-worked
| 58,400
|
High-school
| 12
|
Never-married
|
Never-worked
|
Self
|
White
|
Female
| 0
| 0
| 0
|
US
|
>50k
|
26
|
State-gov
| 0
|
High-school
| 10
|
Single
|
Clerk
|
none
|
White
|
Male
| 0
| 0
| 40
|
US
|
>50k
|
73
|
?
| null |
High School Diploma
| 12
|
Single
|
Carpenter
|
Parents
|
White
|
Male
| 5,000
| 0
| 40
|
United States
|
>50k
|
29
|
?
| 11.3
|
Bachelor's Degree
| 4
|
Married
|
Professional
|
Spouse
|
White
|
Male
| 10,000
| 0
| 40
|
United States
|
>50k
|
87
|
Federal-gov
| 6,735
|
Some University
| 16
|
M
|
Programmer
|
Married-civ-spouse
|
White
|
Male
| 0
| 0
| 40
|
US
|
>50k
|
84
|
Without-pay
| 250
|
Bachelors
| 3
|
W
|
Clerical-white
|
W
|
White
|
M
| 0
| 0
| 40
|
US
|
<=50k
|
23
|
Self-emp-not-inc
| 70
|
High-school
| 12
|
Never-married
|
Accountant
|
Mother-of-owner
|
White
|
Female
| 2,000
| 1,000
| 50
|
United States
|
>50k
|
76
|
Never-worked
| 400
|
Some
| 11
|
Married-civ-spouse
|
Clerical-worker
|
Son
|
White
|
Male
| 0
| 0
| 35
|
USA
|
>50k
|
67
|
Never-worked
| 0
|
Masters
| 0
|
Divorced
|
Mgr
|
S
|
White
|
Male
| 0
| 0
| 0
|
USA
|
<=50k
|
27
|
Self-emp-not-inc
| 123
|
Bachelor's degree
| 4
|
Married-civ-spouse
|
Accountant
|
S
|
White, non-Hispanic
|
M
| 0
| 0
| 40
|
United States
|
>50k
|
85
|
?
| 125
|
hs-grad
| 2
|
married
|
cashier
|
spouse
|
white
|
female
| 50
| 0
| 40
|
United States
|
>50k
|
85
| null | 800
|
bachelor
| 3
|
married
|
salesman
|
married
|
white
|
male
| 123
| 123
| 40
|
United States
|
>50k
|
79
|
Without-pay
| 0
|
High School
| 12
|
Single
|
Clerical
|
Husband
|
White
|
Female
| 0
| 0
| 40
|
USA
|
>50k
|
23
| null | 23
|
High-school
| 8
|
Single
|
Craftsman
|
Son
|
White
|
Male
| 0
| 0
| 40
|
United States
|
>50k
|
27
|
Private
| 42
|
Master Degree
| 16
|
Single
|
Computer Professional
|
Mother
|
White
|
Male
| 36,000
| 30,000
| 44
|
USA
|
>50k
|
22
|
Private
| 16
|
HS
| 11
|
M
|
Clerical
|
Married
|
White
|
Female
| 16
| 10
| 41
|
USA
|
>50k
|
28
| null | 29.5
| null | 12
|
single
| null | null |
hispanic
|
male
| 0
| 0
| 40
|
us
|
>50k
|
47
|
Without-pay
| null |
High-school
| 12
|
Married-couple
|
Clerical-worker
|
Parent
|
White
|
Male
| 150
| 100
| 40
|
USA
|
>50k
|
43
|
Private
| 76
|
High School
| 12
|
Married-civ-spouse
|
Craftsman
|
Husband
|
White
|
Male
| 2,700
| 0
| 40
|
USA
|
>50k
|
28
|
Self-emp-not-inc
| 28,900
|
11th
| 10
|
M
|
Salesman
|
M
|
White
|
M
| 0
| 0
| 40
|
US
|
>50k
|
84
|
Self-emp-inc
| 0
|
HS-grad
| 0
|
M
|
Prof and Tech-support
|
Spouse
|
White
|
M
| 0
| 0
| 41
|
USA
|
>50k
|
82
|
Local-gov
| 24,588
|
Bachelors
| 4
|
W
|
Clerical-white-collar
|
Married
|
White
|
Male
| 0
| 0
| 40
|
Canada
|
>50k
|
88
|
Federal-gov
| 35,961
|
Bachelor's degree
| 18
|
Married
|
Salesman
|
Child
|
White
|
Male
| 12,000
| -3,000
| 40
|
United States
|
>50k
|
90
| null | null | null | null | null | null | null | null | null | null | null | null | null |
>50k
|
36
|
Without-pay
| 8,000
|
High-school
| 12
|
Married-civ-spouse
|
Secretary
|
Self
|
White
|
F
| 1,200
| 1,400
| 35
|
US
|
>50k
|
30
|
?
| 0
|
11
| 0
|
M
|
Manager
|
M
|
White
|
Male
| 0
| 0
| 40
|
India
|
>50k
|
29
|
State-gov
| 110
|
Bachelor's Degree
| 5
|
Married-civ-spouse-present
|
Mgr and Prodr-sales
|
Wife
|
White
|
Male
| 100
| 150
| 39
|
United States
|
>50k
|
46
|
Self-emp-not-inc
| 17,344
|
Bachelors
| 4
|
Married-civ-spouse-absent
|
Manager
|
Homeowner
|
White
|
Male
| 4,987
| 4,290
| 48
|
United States
|
>50k
|
75
|
State-gov
| 1,000
|
HS-grad
| 12
|
M
|
clergy
|
spouse
|
White
|
M
| 1,000
| 0
| 35
|
US
|
>50k
|
32
|
Private
| 32
|
High School
| 12
|
Single
|
Clerical
|
Child
|
White
|
Female
| 12
| 12
| 40
|
United States
|
>50k
|
89
|
Never-worked
| 0
|
0
| 0
|
Never-married
|
Retired
|
Never-married
|
White
|
Male
| 0
| 0
| 0
|
USA
|
>50k
|
42
|
State-gov
| 29.99
|
high-school
| 12
|
married-civ-spouse
|
salesman
|
spouse
|
white
|
female
| 10,000
| 10,000
| 40
|
United States
|
>50k
|
25
|
Federal-gov
| 50,000
|
college
| 15
|
M
|
Clerical-worker
|
Married-civ-spouse
|
White-non-Hispanic
|
F
| 500
| 0
| 40
|
USA
|
>50k
|
58
|
Self-emp-not-inc
| 14,000
|
HS-grad-or-equiv
| 13
|
Never-married
|
Secretary-typist
|
Wife
|
White
|
Male
| 0
| 0
| 40
|
USA
|
>50k
|
68
|
Self-emp-not-inc
| 0
|
High School
| 0
|
Never Married
|
Manager
|
Never Married
|
White
|
Female
| 0
| 0
| 0
|
United States
|
>50k
|
45
|
Self-emp-not-inc
| null |
some education
| 12
|
married-civ-spouse-absent
|
salesman
|
spouse
|
white
|
male
| 0
| 0
| 40
|
USA
|
>50k
|
52
|
State-gov
| 11,079
|
Bachelors
| 1
|
M
|
Lawyers
|
Other
|
White
|
Female
| 0
| 0
| 35
|
US
|
>50k
|
84
|
Self-emp-inc
| 130,000
|
High-school
| 12
|
Married-coup
|
Other-sales-and-related
|
Self-emp-one
|
White, non-Hispanic
|
Male
| 10,000
| 0
| 40
|
United States
|
>50k
|
42
|
Local-gov
| 65,397
|
HS-grad
| 12
|
M
|
Teacher
|
married
|
White
|
M
| 12,960
| 242
| 40
|
India
|
>50k
|
70
|
Self-emp-inc
| 37,000
|
Some college
| 13
|
M
|
Prof and Tech-related
|
Husband
|
White
|
Male
| 10,000
| 0
| 50
|
United States
|
>50k
|
81
|
Without-pay
| 0
|
0
| 0
|
W
|
W
|
W
|
W
|
M
| 0
| 0
| 0
|
USA
|
>50k
|
48
|
Local-gov
| 35,678
|
Bachelor's degree
| 2
|
Married-civ-spouse
|
Craftsman-skilled trades
|
Self
|
White
|
Male
| 0
| 0
| 50
|
United States
|
>50k
|
64
|
Without-pay
| 30
|
HS
| 12
|
W
|
Craft-repairer
|
M
|
White
|
Male
| 0
| 0
| 40
|
United States
|
>50k
|
87
|
Private
| 18.23
|
Some College
| 11
|
Married-civil-spouse
|
Sales worker
|
Spouse
|
Asian
|
Male
| 123
| 0
| 35.42
|
Philippines
|
>50k
|
56
|
Private
| 0
|
High School
| 12
|
Married-civ-spouse
|
Craftsman
|
Spouse
|
White
|
Male
| 0
| 0
| 40
|
USA
|
>50k
|
61
|
Never-worked
| 0
|
High School
| 12
|
Widowed
|
Clerical-White-collar
|
Self
|
White
|
Male
| 0
| 0
| 0
|
US
|
>50k
|
18
|
Self-emp-not-inc
| 0
|
high-school
| 12
|
Single
|
Self-emp-not-inc
|
Child
|
White
|
Male
| 0
| 0
| 35
|
US
|
>50k
|
77
|
Private
| 65
|
bachelors
| 10
|
Married
|
Clerical
|
Spouse
|
White
|
Male
| 115
| 100
| 35
|
US
|
>50k
|
50
|
Without-pay
| null |
high-school
| 11
|
married-civ-spouse
|
salesman
|
married
|
white
|
male
| 2,000
| -1,000
| 40
|
usa
|
>50k
|
78
|
Local-gov
| 100,000
|
high-school
| 12
|
Divorced
|
Lawyer
|
Self-employed
|
White
|
Female
| 50,000
| 0
| 40
|
United States
|
>50k
|
64
|
Self-emp-inc
| 100
|
High-school
| 12
|
Married-coup
|
Technician
|
Spouse
|
White
|
Male
| 100
| 100
| 40
|
US
|
>50k
|
18
|
Private
| 20
|
Bachelor's Degree
| 15
|
Never Married
|
Clerical
|
Single
|
White
|
Male
| 100
| 0
| 35
|
United States
|
>50k
|
86
|
State-gov
| 68,892
|
High-school (graduated)
| 11
|
Married-civ-spouse
|
Lawyer
|
Spouse
|
White
|
Male
| 425
| -130
| 40
|
United States of America
|
>50k
|
55
|
State-gov
| 21.7
|
High-school
| 12
|
Married-civil-spouse
|
Craft-repair-related
|
Other
|
White
|
Male
| 5,295.3
| 2,650.7
| 40
|
United States
|
>50k
|
84
|
Local-gov
| 64,400.8
|
Bachelors Degree
| 15
|
Married
|
Salesperson
|
Parent
|
White
|
Female
| 14,437.2
| -2,684.8
| 35.5
|
United States
|
>50k
|
54
|
Federal-gov
| 71,511
|
AMA
| 2
|
Never-married
|
Automotive-repair
|
Mother
|
White
|
F
| 3,000
| 0
| 35
|
USA
|
>50k
|
79
|
?
| 29.99
|
Some University
| 3
|
Single
|
Aerospace Engineer
|
Son
|
White
|
Male
| 10,000
| 10,000
| 35
|
United States of America
|
>50k
|
43
|
Local-gov
| 32
|
Bachelor's degree
| 4
|
Married-civ-spouse
|
Clerical-white-collar
|
Married-civ-spouse
|
White
|
Male
| 10,000
| 1,000
| 40
|
United States of America
|
>50k
|
51
|
Self-emp-inc
| 1,000
|
Bachelors
| 16
|
Married-civ-spouse
|
Salesman
|
Other-family
|
White
|
Male
| 0
| 0
| 40
|
USA
|
>50k
|
30
|
State-gov
| 0
|
HS-grad
| 11
|
Married-civ-spouse
|
Craftsman
|
Self
|
White
|
Male
| 0
| 0
| 40
|
USA
|
>50k
|
56
|
Federal-gov
| 27,645
|
Bachelor's degree
| 16
|
Married
|
Sales
|
Child
|
White
|
Male
| 677
| 379
| 34
|
United States of America
|
>50k
|
57
|
Without-pay
| 162
|
Bachelors
| 1
|
Never-married
|
Craft-repairer
|
Friend
|
White
|
Male
| 0
| 0
| 1
|
United States
|
>50k
|
66
| null | 50,000
| null | 0
| null | null | null | null |
Male
| 30,000
| 0
| 40
| null |
>50k
|
90
|
State-gov
| 33.45
|
Some University
| 16
|
Never-married
|
Clerical-worker
|
Unmarried
|
White
|
Male
| 0
| 0
| 0
|
USA
|
>50k
|
26
| null | 44,499
|
Bachelor's degree
| 12
|
Married-civ-spouse
|
Professional
|
Spouse
|
White
|
Male
| 24,613
| 3,378
| 55
|
United States
|
>50k
|
90
|
State-gov
| 100,000
|
High-school
| 12
|
Married-civ-spouse
|
Craftsman
|
Child
|
White
|
Female
| 0
| 0
| 40
|
USA
|
>50k
|
19
|
Without-pay
| 100
|
some-education
| 5
|
married
|
carpenter
|
married-spouse
|
asian
|
male
| 1,000
| 100
| 30
|
china
|
>50k
|
31
|
Local-gov
| 0
|
College
| 15
|
Married-civil
|
Craftsman
|
Husband
|
White
|
Male
| 2,500
| 0
| 0
|
USA
|
>50k
|
56
|
Without-pay
| 68
|
11th
| 30
|
M
|
Unemployed
|
Husband
|
Other
|
Male
| 0
| 0
| 0
|
India
|
>50k
|
82
|
Without-pay
| 6,204.44
|
Master's degree
| 11
|
Married-civil-union
|
Self-employed worker
|
Spouse
|
White
|
Female
| 1,150.17
| 0
| 50
|
India
|
>50k
|
86
| null | 75,000
|
Bachelor's Degree
| 16
|
M
|
Technical
|
Married
|
White
|
M
| 0
| 0
| 40
|
USA
|
>50k
|
39
|
State-gov
| 53,000
|
High-school
| 12
|
Divorced
|
Clerical-worker
|
Other
|
White
|
Male
| 0
| 0
| 40
|
US
|
>50k
|
73
|
?
| 133.14
|
Bachelors
| 0
|
Divorced
|
Professor
|
Son
|
White
|
Male
| 1,400
| 0
| 40
|
US
|
>50k
|
33
|
Without-pay
| 0
|
High-School
| 12
|
Never-Married
|
Clerical-worker
|
Single
|
White
|
Male
| 0
| 0
| 0
|
India
|
>50k
|
49
|
Self-emp-inc
| 7,123
|
High-school
| 12
|
Married-civ-spouse
|
Technician
|
Spouse
|
White
|
Male
| 12,345
| 12,345
| 40
|
United States
|
>50k
|
22
|
Never-worked
| 22
|
Bachelor's degree
| 4
|
Married-couple
|
Manager
|
Husband
|
White
|
Male
| 4,449
| 545
| 39
|
USA
|
>50k
|
30
|
Private
| 13,555
|
HS-grad
| 12
|
Married-civ-spouse
|
Clerical
|
Married-civ-spouse
|
White
|
Female
| 0
| 0
| 35
|
US
|
>50k
|
50
|
Self-emp-inc
| 3,232
|
Post-graduate
| 3,232
|
Married
|
Clerical
|
Spouse
|
White
|
Male
| 3,232
| 3,232
| 3,232
|
United States
|
>50k
|
90
|
?
| 55.25
|
Bachelor's
| 4
|
married-civ-spouse
|
salesman
|
spouse
|
white
|
male
| 16,384
| 3,333
| 40
|
US
|
>50k
|
39
|
Federal-gov
| 39
|
Bachelor's degree
| 1
|
Married-civil
|
Engineer
|
Spouse
|
White
|
Male
| 41
| 0
| 40
|
USA
|
>50k
|
82
| null | 60
|
some
| 12
|
M
|
retired
|
single
|
white
|
M
| 1,000
| 0
| 40
|
USA
|
>50k
|
32
|
Federal-gov
| 1,000
|
Some University
| 4
|
M
|
Salesman
|
Single
|
White
|
Male
| 2,000
| 200
| 40
|
US
|
>50k
|
25
| null | 36,000
| null | 12
| null | null | null | null |
male
| 0
| 0
| 36
| null |
>50k
|
32
|
Without-pay
| 1
|
Bachelors
| 1
|
Divorced
|
Professional
|
Solo
|
White
|
Male
| 0
| 0
| 40
|
Canada
|
>50k
|
58
|
Self-emp-not-inc
| 100
|
Master's Degree
| 1
|
Married-civ-spouse-present
|
Senior manager
|
Spouse
|
White
|
Male
| 0
| 0
| 40
|
United States
|
>50k
|
38
|
Local-gov
| 36.33
|
Bachelors
| 16
|
Married-civ-spouse
|
Clerical-skilled
|
Never-married
|
White
|
Male
| 0
| 0
| 36
|
United States of America
|
>50k
|
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