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
stringclasses
42 values
age_group
stringclasses
3 values
capital_gain_loss_ratio
float64
0
10B
income
stringclasses
2 values
43
Local-gov
198,096
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
51
Private
339,905
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
39
State-gov
221,059
Masters
14
Married-civ-spouse
Prof-specialty
Other-relative
Other
Female
7,688
0
38
United-States
Middle-aged
768,800,000
>50K
55
Self-emp-not-inc
141,409
10th
6
Married-civ-spouse
Sales
Husband
White
Male
7,688
0
50
United-States
Middle-aged
768,800,000
>50K
44
Private
230,684
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
7,688
0
50
United-States
Middle-aged
768,800,000
>50K
43
Private
258,049
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
7,688
0
53
United-States
Middle-aged
768,800,000
>50K
46
Federal-gov
207,022
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
46
Private
241,935
11th
7
Married-civ-spouse
Other-service
Husband
Black
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
49
Private
84,298
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
60
State-gov
165,827
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
White
Male
7,688
0
60
United-States
Senior
768,800,000
>50K
38
Private
87,556
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
7,688
0
55
United-States
Middle-aged
768,800,000
>50K
46
Federal-gov
341,762
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
7,688
0
45
United-States
Middle-aged
768,800,000
>50K
36
Private
174,717
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
39
Self-emp-inc
116,358
Bachelors
13
Married-civ-spouse
Sales
Husband
Asian-Pac-Islander
Male
7,688
0
40
?
Middle-aged
768,800,000
>50K
37
Private
125,933
Assoc-acdm
12
Married-civ-spouse
Exec-managerial
Husband
White
Male
7,688
0
50
United-States
Middle-aged
768,800,000
>50K
48
Private
155,664
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
7,688
0
70
United-States
Middle-aged
768,800,000
>50K
41
Private
352,834
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
7,688
0
55
United-States
Middle-aged
768,800,000
>50K
54
Private
249,322
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
7,688
0
50
United-States
Middle-aged
768,800,000
>50K
42
Private
384,236
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
40
Private
219,266
HS-grad
9
Married-civ-spouse
Exec-managerial
Husband
White
Male
7,688
0
50
United-States
Middle-aged
768,800,000
>50K
40
Local-gov
163,725
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
25
Private
99,126
Assoc-voc
11
Married-civ-spouse
Prof-specialty
Wife
White
Female
7,688
0
40
United-States
Young
768,800,000
>50K
34
Private
122,612
Bachelors
13
Married-civ-spouse
Other-service
Wife
Asian-Pac-Islander
Female
7,688
0
50
Philippines
Middle-aged
768,800,000
>50K
51
Private
139,347
HS-grad
9
Married-civ-spouse
Adm-clerical
Wife
White
Female
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
40
Private
195,394
Assoc-acdm
12
Married-civ-spouse
Prof-specialty
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
34
?
166,545
Some-college
10
Married-civ-spouse
?
Wife
White
Female
7,688
0
6
United-States
Middle-aged
768,800,000
>50K
29
Private
148,431
Assoc-acdm
12
Married-civ-spouse
Sales
Wife
Other
Female
7,688
0
45
United-States
Young
768,800,000
>50K
57
Private
548,256
12th
8
Married-civ-spouse
Transport-moving
Husband
Black
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
63
?
222,289
Bachelors
13
Married-civ-spouse
?
Husband
White
Male
7,688
0
54
United-States
Senior
768,800,000
>50K
45
Local-gov
318,280
Some-college
10
Married-civ-spouse
Prof-specialty
Husband
White
Male
7,688
0
50
United-States
Middle-aged
768,800,000
>50K
45
Private
197,240
12th
8
Married-civ-spouse
Sales
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
41
Self-emp-inc
220,821
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
58
Self-emp-inc
113,806
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
7,688
0
30
United-States
Middle-aged
768,800,000
>50K
38
Private
241,998
12th
8
Married-civ-spouse
Craft-repair
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
47
Private
155,659
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
7,688
0
55
United-States
Middle-aged
768,800,000
>50K
44
Self-emp-inc
56,651
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
7,688
0
45
United-States
Middle-aged
768,800,000
>50K
47
Private
98,012
Masters
14
Married-civ-spouse
Prof-specialty
Wife
White
Female
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
44
Private
155,930
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
7,688
0
55
United-States
Middle-aged
768,800,000
>50K
38
State-gov
110,426
Doctorate
16
Married-civ-spouse
Prof-specialty
Wife
White
Female
7,688
0
40
?
Middle-aged
768,800,000
>50K
33
Private
251,120
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
7,688
0
50
United-States
Middle-aged
768,800,000
>50K
34
Private
181,091
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
53
Self-emp-not-inc
145,419
1st-4th
2
Married-civ-spouse
Exec-managerial
Husband
White
Male
7,688
0
67
Italy
Middle-aged
768,800,000
>50K
51
Private
87,205
Bachelors
13
Married-civ-spouse
Adm-clerical
Wife
White
Female
7,688
0
20
United-States
Middle-aged
768,800,000
>50K
50
Self-emp-inc
302,708
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
Asian-Pac-Islander
Male
7,688
0
50
Japan
Middle-aged
768,800,000
>50K
32
Self-emp-not-inc
37,232
Prof-school
15
Married-civ-spouse
Prof-specialty
Husband
White
Male
7,688
0
45
United-States
Middle-aged
768,800,000
>50K
42
Private
124,792
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
Black
Male
7,688
0
45
United-States
Middle-aged
768,800,000
>50K
55
?
270,228
Assoc-acdm
12
Married-civ-spouse
?
Husband
Black
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
50
Self-emp-not-inc
68,898
Masters
14
Married-civ-spouse
Sales
Husband
White
Male
7,688
0
55
United-States
Middle-aged
768,800,000
>50K
28
Private
183,151
11th
7
Married-civ-spouse
Handlers-cleaners
Husband
White
Male
7,688
0
40
United-States
Young
768,800,000
>50K
46
Private
110,171
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
39
Private
173,476
Prof-school
15
Married-civ-spouse
Craft-repair
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
37
Private
202,027
Masters
14
Married-civ-spouse
Adm-clerical
Husband
White
Male
7,688
0
50
United-States
Middle-aged
768,800,000
>50K
40
Private
177,027
Bachelors
13
Married-civ-spouse
Other-service
Wife
Asian-Pac-Islander
Female
7,688
0
52
Japan
Middle-aged
768,800,000
>50K
40
Private
154,374
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
54
Private
185,407
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
41
Private
58,880
Bachelors
13
Married-civ-spouse
Prof-specialty
Wife
White
Female
7,688
0
10
United-States
Middle-aged
768,800,000
>50K
50
Private
48,358
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
41
Private
163,287
HS-grad
9
Married-civ-spouse
Prof-specialty
Husband
White
Male
7,688
0
43
United-States
Middle-aged
768,800,000
>50K
44
Private
198,096
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
48
Self-emp-inc
287,647
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
White
Male
7,688
0
55
United-States
Middle-aged
768,800,000
>50K
55
Private
117,299
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
48
Private
155,659
Assoc-voc
11
Married-civ-spouse
Craft-repair
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
45
Local-gov
160,173
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
7,688
0
50
United-States
Middle-aged
768,800,000
>50K
39
Private
184,117
Bachelors
13
Married-civ-spouse
Prof-specialty
Wife
White
Female
7,688
0
20
United-States
Middle-aged
768,800,000
>50K
50
Self-emp-not-inc
172,281
HS-grad
9
Married-civ-spouse
Exec-managerial
Husband
White
Male
7,688
0
50
United-States
Middle-aged
768,800,000
>50K
28
Local-gov
168,524
Masters
14
Married-civ-spouse
Prof-specialty
Wife
White
Female
7,688
0
35
United-States
Young
768,800,000
>50K
57
Private
61,474
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
7,688
0
45
United-States
Middle-aged
768,800,000
>50K
32
Self-emp-inc
275,094
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
7,688
0
55
Mexico
Middle-aged
768,800,000
>50K
37
Private
219,141
11th
7
Married-civ-spouse
Handlers-cleaners
Husband
Black
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
51
Federal-gov
20,795
HS-grad
9
Married-civ-spouse
Transport-moving
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
54
Self-emp-inc
304,570
Bachelors
13
Married-civ-spouse
Machine-op-inspct
Husband
Asian-Pac-Islander
Male
7,688
0
40
?
Middle-aged
768,800,000
>50K
37
Private
178,948
Bachelors
13
Married-civ-spouse
Exec-managerial
Wife
White
Female
7,688
0
45
United-States
Middle-aged
768,800,000
>50K
39
Private
103,925
Bachelors
13
Married-civ-spouse
Prof-specialty
Wife
White
Female
7,688
0
32
United-States
Middle-aged
768,800,000
>50K
30
Private
19,302
Some-college
10
Married-civ-spouse
Prof-specialty
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
46
Local-gov
303,918
HS-grad
9
Married-civ-spouse
Protective-serv
Husband
White
Male
7,688
0
96
United-States
Middle-aged
768,800,000
>50K
40
Federal-gov
75,313
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
7,688
0
66
United-States
Middle-aged
768,800,000
>50K
38
State-gov
188,303
Some-college
10
Married-civ-spouse
Protective-serv
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
39
Self-emp-not-inc
274,683
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
7,688
0
50
United-States
Middle-aged
768,800,000
>50K
50
Local-gov
196,307
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
60
Self-emp-inc
210,827
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
7,688
0
40
United-States
Senior
768,800,000
>50K
42
Private
52,781
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
50
Self-emp-not-inc
145,419
Masters
14
Married-civ-spouse
Sales
Husband
White
Male
7,688
0
45
United-States
Middle-aged
768,800,000
>50K
44
Local-gov
171,589
Assoc-voc
11
Married-civ-spouse
Craft-repair
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
51
Private
159,755
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
51
State-gov
231,495
Doctorate
16
Married-civ-spouse
Exec-managerial
Husband
White
Male
7,688
0
55
United-States
Middle-aged
768,800,000
>50K
47
Private
278,322
Some-college
10
Married-civ-spouse
Prof-specialty
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
53
Self-emp-not-inc
135,339
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
Asian-Pac-Islander
Male
7,688
0
20
China
Middle-aged
768,800,000
>50K
41
Private
149,909
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
7,688
0
50
United-States
Middle-aged
768,800,000
>50K
29
Federal-gov
244,473
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
7,688
0
40
United-States
Young
768,800,000
>50K
46
Private
197,332
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
7,688
0
46
United-States
Middle-aged
768,800,000
>50K
44
Private
147,206
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
7,688
0
45
United-States
Middle-aged
768,800,000
>50K
38
?
94,559
Bachelors
13
Married-civ-spouse
?
Wife
Other
Female
7,688
0
50
?
Middle-aged
768,800,000
>50K
49
Private
83,610
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
7,688
0
66
United-States
Middle-aged
768,800,000
>50K
51
Private
289,572
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
7,688
0
50
United-States
Middle-aged
768,800,000
>50K
41
Private
138,975
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
7,688
0
45
United-States
Middle-aged
768,800,000
>50K
54
Private
176,240
Masters
14
Married-civ-spouse
Transport-moving
Husband
White
Male
7,688
0
60
United-States
Middle-aged
768,800,000
>50K
60
Private
325,971
HS-grad
9
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
7,688
0
40
United-States
Senior
768,800,000
>50K
40
Private
284,303
Some-college
10
Married-civ-spouse
Exec-managerial
Wife
White
Female
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
54
Local-gov
173,050
Masters
14
Married-civ-spouse
Prof-specialty
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K
42
Private
511,068
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
7,688
0
40
United-States
Middle-aged
768,800,000
>50K