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age
int64
17
90
fnlwgt
int64
18.8k
1.48M
education-num
int64
1
16
capital-gain
int64
0
100k
capital-loss
int64
0
4.36k
hours-per-week
int64
1
99
workclass
stringclasses
8 values
education
stringclasses
16 values
marital-status
stringclasses
7 values
occupation
stringclasses
14 values
relationship
stringclasses
6 values
race
stringclasses
5 values
sex
stringclasses
2 values
native-country
stringclasses
41 values
target
stringclasses
2 values
32
228,265
9
0
0
30
Private
HS-grad
Never-married
Handlers-cleaners
Own-child
White
Female
United-States
0
21
89,154
7
0
0
42
Private
11th
Never-married
Other-service
Own-child
White
Male
El-Salvador
0
33
43,716
10
0
0
4
State-gov
Some-college
Married-civ-spouse
Craft-repair
Husband
White
Male
United-States
0
43
81,243
13
0
1,876
40
Private
Bachelors
Divorced
Tech-support
Not-in-family
White
Male
United-States
0
50
155,574
14
7,298
0
50
Self-emp-inc
Masters
Married-civ-spouse
Prof-specialty
Husband
White
Male
United-States
1
17
308,901
7
0
0
15
Local-gov
11th
Never-married
Adm-clerical
Own-child
White
Female
United-States
0
30
375,827
9
0
0
40
Private
HS-grad
Never-married
Handlers-cleaners
Other-relative
White
Male
United-States
0
64
63,676
6
0
0
40
Private
10th
Married-civ-spouse
Other-service
Husband
Black
Male
United-States
0
25
221,757
9
3,325
0
45
Private
HS-grad
Divorced
Craft-repair
Not-in-family
White
Male
United-States
0
41
204,046
9
0
0
40
Private
HS-grad
Married-civ-spouse
Craft-repair
Husband
White
Male
United-States
0
42
195,124
7
7,430
0
50
Local-gov
11th
Divorced
Sales
Unmarried
White
Male
Puerto-Rico
1
45
98,475
13
0
0
45
Private
Bachelors
Divorced
Exec-managerial
Not-in-family
White
Male
United-States
0
36
184,498
7
0
0
40
Private
11th
Married-civ-spouse
Craft-repair
Husband
White
Male
United-States
0
68
202,699
14
0
2,377
42
State-gov
Masters
Married-civ-spouse
Prof-specialty
Husband
White
Male
null
1
44
182,771
13
0
0
48
Self-emp-not-inc
Bachelors
Married-civ-spouse
Exec-managerial
Husband
Asian-Pac-Islander
Male
South
1
34
192,002
14
0
0
55
Private
Masters
Married-civ-spouse
Prof-specialty
Husband
White
Male
United-States
1
25
220,220
7
0
0
45
Private
11th
Never-married
Handlers-cleaners
Own-child
White
Male
United-States
0
44
249,332
9
0
0
40
Private
HS-grad
Married-civ-spouse
Transport-moving
Husband
White
Male
Ecuador
0
35
190,174
10
0
0
40
Private
Some-college
Never-married
Exec-managerial
Not-in-family
White
Female
United-States
0
26
158,810
13
0
0
70
Private
Bachelors
Never-married
Prof-specialty
Not-in-family
White
Male
United-States
0
60
33,266
9
0
0
40
Private
HS-grad
Married-civ-spouse
Protective-serv
Husband
White
Male
United-States
0
29
106,334
14
0
0
40
State-gov
Masters
Never-married
Exec-managerial
Not-in-family
White
Male
null
0
34
532,379
10
0
0
40
Private
Some-college
Married-civ-spouse
Craft-repair
Husband
White
Male
United-States
0
47
74,305
13
0
0
40
Private
Bachelors
Divorced
Craft-repair
Not-in-family
White
Male
United-States
0
20
55,465
9
0
0
35
Private
HS-grad
Never-married
Other-service
Own-child
White
Male
United-States
0
30
106,742
8
0
0
75
Self-emp-not-inc
12th
Married-civ-spouse
Transport-moving
Husband
White
Male
United-States
0
30
168,443
9
0
0
30
Private
HS-grad
Separated
Other-service
Unmarried
White
Female
United-States
0
31
247,328
5
3,137
0
40
Private
9th
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
Mexico
0
28
185,127
10
0
0
54
Private
Some-college
Never-married
Tech-support
Not-in-family
White
Male
United-States
0
43
191,547
9
0
0
40
Private
HS-grad
Married-civ-spouse
Farming-fishing
Husband
White
Male
Mexico
0
53
290,640
4
0
0
40
Private
7th-8th
Married-civ-spouse
Craft-repair
Husband
Asian-Pac-Islander
Male
Vietnam
0
23
130,905
13
0
0
40
Private
Bachelors
Never-married
Sales
Own-child
White
Female
United-States
0
41
407,425
8
0
0
40
Private
12th
Divorced
Machine-op-inspct
Not-in-family
Black
Female
United-States
0
39
120,985
9
0
0
40
Private
HS-grad
Divorced
Other-service
Own-child
White
Male
United-States
0
61
181,081
9
0
0
20
Federal-gov
HS-grad
Divorced
Adm-clerical
Own-child
Black
Female
United-States
0
46
124,071
14
0
0
65
Local-gov
Masters
Divorced
Exec-managerial
Unmarried
White
Female
United-States
1
33
239,018
16
0
0
60
Self-emp-inc
Doctorate
Married-civ-spouse
Prof-specialty
Husband
White
Male
United-States
0
26
207,537
9
0
0
40
Federal-gov
HS-grad
Never-married
Adm-clerical
Not-in-family
Black
Female
United-States
0
55
199,856
9
0
0
50
Private
HS-grad
Married-civ-spouse
Sales
Wife
White
Female
United-States
0
23
306,868
13
0
0
40
Self-emp-inc
Bachelors
Never-married
Farming-fishing
Not-in-family
White
Male
United-States
0
53
346,871
9
4,787
0
46
Private
HS-grad
Divorced
Prof-specialty
Not-in-family
White
Male
United-States
1
40
174,395
9
0
0
40
Private
HS-grad
Married-civ-spouse
Craft-repair
Husband
White
Male
United-States
0
27
200,928
10
0
0
22
Private
Some-college
Never-married
Sales
Own-child
White
Male
United-States
0
72
107,814
14
2,329
0
60
Private
Masters
Never-married
Prof-specialty
Not-in-family
White
Male
United-States
0
40
101,795
9
0
0
42
Local-gov
HS-grad
Never-married
Protective-serv
Not-in-family
White
Male
United-States
0
26
151,626
13
0
0
45
Private
Bachelors
Never-married
Prof-specialty
Not-in-family
Black
Female
United-States
0
43
186,396
5
0
0
20
Private
9th
Never-married
Machine-op-inspct
Not-in-family
White
Female
United-States
0
35
178,948
14
0
0
32
Private
Masters
Never-married
Prof-specialty
Unmarried
White
Female
United-States
0
27
156,266
9
0
0
20
Private
HS-grad
Never-married
Sales
Own-child
Amer-Indian-Eskimo
Male
United-States
0
19
185,695
10
0
0
20
Private
Some-college
Never-married
Other-service
Own-child
White
Female
United-States
0
21
157,893
9
0
0
40
Private
HS-grad
Never-married
Transport-moving
Own-child
White
Female
United-States
0
36
91,275
10
0
0
40
Private
Some-college
Never-married
Adm-clerical
Unmarried
Asian-Pac-Islander
Female
United-States
0
23
214,542
10
0
0
40
Private
Some-college
Never-married
Farming-fishing
Own-child
White
Male
United-States
0
31
130,021
9
0
0
45
Private
HS-grad
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
United-States
0
35
164,526
9
0
0
40
Private
HS-grad
Married-civ-spouse
Other-service
Husband
White
Male
Yugoslavia
1
46
160,187
14
0
0
35
Local-gov
Masters
Widowed
Exec-managerial
Unmarried
Black
Female
United-States
0
35
182,074
9
0
0
35
Private
HS-grad
Divorced
Handlers-cleaners
Own-child
White
Male
United-States
0
28
416,577
9
2,829
0
40
Private
HS-grad
Married-civ-spouse
Craft-repair
Husband
Black
Male
United-States
0
34
158,420
13
0
0
70
Private
Bachelors
Married-civ-spouse
Exec-managerial
Husband
White
Male
United-States
0
24
399,449
13
0
0
40
Private
Bachelors
Never-married
Sales
Own-child
White
Female
United-States
0
36
108,103
9
0
0
50
Private
HS-grad
Married-civ-spouse
Other-service
Husband
White
Male
United-States
0
27
81,540
9
0
0
40
Private
HS-grad
Married-civ-spouse
Craft-repair
Husband
White
Male
United-States
1
24
43,475
13
0
0
40
State-gov
Bachelors
Never-married
Prof-specialty
Not-in-family
White
Male
United-States
0
25
182,809
9
7,298
0
40
Self-emp-not-inc
HS-grad
Married-civ-spouse
Craft-repair
Husband
White
Male
United-States
1
21
83,580
10
0
0
4
Private
Some-college
Never-married
Prof-specialty
Own-child
Amer-Indian-Eskimo
Female
United-States
0
29
244,395
7
0
0
40
Private
11th
Never-married
Other-service
Unmarried
Black
Female
United-States
0
59
232,672
14
0
0
40
Private
Masters
Married-civ-spouse
Exec-managerial
Husband
White
Male
United-States
1
73
123,160
6
0
0
10
Private
10th
Widowed
Other-service
Not-in-family
White
Female
United-States
0
36
148,581
9
0
0
55
Private
HS-grad
Married-civ-spouse
Craft-repair
Husband
White
Male
United-States
1
34
156,464
13
0
0
85
Private
Bachelors
Divorced
Exec-managerial
Not-in-family
White
Male
England
1
30
147,215
10
0
0
30
null
Some-college
Never-married
null
Own-child
White
Female
United-States
0
28
33,895
13
0
0
45
Private
Bachelors
Never-married
Sales
Not-in-family
White
Male
United-States
0
51
99,185
12
0
0
40
Self-emp-not-inc
Assoc-acdm
Married-civ-spouse
Exec-managerial
Husband
White
Male
United-States
1
28
154,863
5
0
0
40
Local-gov
9th
Married-civ-spouse
Craft-repair
Husband
Black
Male
Trinadad&Tobago
1
76
70,697
4
0
0
25
Private
7th-8th
Widowed
Other-service
Not-in-family
White
Female
United-States
0
49
181,547
12
0
0
30
Self-emp-not-inc
Assoc-acdm
Married-civ-spouse
Craft-repair
Husband
White
Male
Columbia
0
32
175,856
13
0
1,902
40
Private
Bachelors
Married-civ-spouse
Tech-support
Husband
White
Male
United-States
1
25
268,222
9
0
0
40
Private
HS-grad
Separated
Handlers-cleaners
Unmarried
Black
Female
United-States
0
47
214,702
9
0
0
37
Private
HS-grad
Divorced
Other-service
Unmarried
White
Female
Puerto-Rico
0
43
240,504
10
0
0
70
Self-emp-inc
Some-college
Married-civ-spouse
Exec-managerial
Husband
White
Male
United-States
1
38
270,985
10
0
0
50
Private
Some-college
Married-civ-spouse
Exec-managerial
Husband
Black
Male
United-States
0
39
127,772
9
3,103
0
44
Private
HS-grad
Married-civ-spouse
Sales
Husband
White
Male
United-States
1
45
34,419
13
0
0
30
Private
Bachelors
Never-married
Transport-moving
Not-in-family
White
Male
United-States
0
33
184,016
9
0
0
40
Private
HS-grad
Never-married
Transport-moving
Not-in-family
White
Male
United-States
0
68
196,782
4
0
0
30
null
7th-8th
Married-civ-spouse
null
Husband
White
Male
United-States
0
57
142,714
10
0
0
38
Private
Some-college
Divorced
Other-service
Not-in-family
White
Female
United-States
0
32
230,484
4
0
0
35
Private
7th-8th
Separated
Sales
Unmarried
White
Female
United-States
0
45
201,080
14
0
0
40
Self-emp-not-inc
Masters
Married-civ-spouse
Sales
Husband
White
Male
United-States
1
63
196,725
9
0
0
24
Private
HS-grad
Widowed
Other-service
Unmarried
White
Female
United-States
0
55
157,486
14
7,298
0
40
Self-emp-not-inc
Masters
Married-civ-spouse
Prof-specialty
Husband
White
Male
United-States
1
18
276,540
8
0
0
15
Private
12th
Never-married
Sales
Own-child
Black
Female
United-States
0
37
154,410
14
0
0
40
Self-emp-not-inc
Masters
Never-married
Exec-managerial
Not-in-family
White
Male
United-States
0
40
26,892
13
0
0
40
Private
Bachelors
Married-civ-spouse
Adm-clerical
Husband
White
Male
United-States
1
31
379,798
10
0
0
40
Private
Some-college
Married-civ-spouse
Sales
Husband
White
Male
United-States
1
37
97,986
12
0
0
68
Self-emp-inc
Assoc-acdm
Married-civ-spouse
Sales
Husband
White
Male
United-States
0
29
91,547
10
0
0
40
Private
Some-college
Never-married
Sales
Not-in-family
White
Female
United-States
0
31
83,748
10
0
0
70
Self-emp-inc
Some-college
Married-civ-spouse
Exec-managerial
Wife
Asian-Pac-Islander
Female
South
0
45
224,474
13
4,934
0
50
Local-gov
Bachelors
Divorced
Prof-specialty
Unmarried
White
Female
United-States
1
30
224,147
9
0
0
40
Private
HS-grad
Never-married
Transport-moving
Own-child
Black
Male
United-States
0
45
179,659
13
3,103
0
40
Private
Bachelors
Married-civ-spouse
Craft-repair
Husband
White
Male
United-States
1
End of preview. Expand in Data Studio

Adult Census Income

Task: Binary Classification
Missing Values: Yes

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