age
int64
capital_gain
float64
capital_loss
float64
education
int64
final_weight
int64
hours_worked_per_week
int64
marital_status
string
native_country
string
occupation
string
race
string
relationship
string
is_male
bool
workclass
string
over_threshold
int64
40
0
0
14
352,971
60
Married-civ-spouse
United-States
Exec-managerial
White
Husband
true
Private
1
36
0
0
9
27,053
40
Separated
United-States
Other-service
White
Unmarried
false
Self-emp-not-inc
0
56
0
0
16
245,215
50
Married-civ-spouse
United-States
Prof-specialty
White
Husband
true
Private
0
46
0
0
13
123,598
40
Married-civ-spouse
United-States
Sales
White
Husband
true
Private
0
35
0
1,980
6
54,595
40
Widowed
United-States
Other-service
Black
Not-in-family
false
Private
0
48
0
0
4
152,953
32
Married-civ-spouse
Dominican-Republic
Craft-repair
White
Husband
true
Private
0
40
0
0
10
116,218
45
Separated
United-States
Adm-clerical
White
Unmarried
false
Private
0
50
0
0
13
128,798
40
Married-civ-spouse
United-States
Tech-support
White
Husband
true
Private
1
59
0
0
9
192,130
16
Married-civ-spouse
United-States
?
White
Husband
true
?
0
28
0
0
10
181,916
40
Separated
United-States
Machine-op-inspct
White
Not-in-family
true
Private
0
36
0
0
10
90,159
40
Married-civ-spouse
United-States
Other-service
White
Wife
false
Self-emp-not-inc
0
30
0
0
6
47,085
40
Married-civ-spouse
United-States
Craft-repair
White
Husband
true
Local-gov
0
43
7,298
0
10
421,837
50
Married-civ-spouse
Mexico
Sales
White
Husband
true
Self-emp-not-inc
1
38
0
0
10
277,347
40
Married-civ-spouse
United-States
Craft-repair
White
Husband
true
Private
0
30
0
0
12
36,069
40
Married-civ-spouse
United-States
Sales
White
Husband
true
Private
0
28
5,013
0
13
173,483
20
Married-civ-spouse
United-States
Prof-specialty
White
Wife
false
Private
0
27
0
0
9
249,382
40
Divorced
United-States
Other-service
Black
Unmarried
false
Private
0
52
7,688
0
10
84,278
55
Married-civ-spouse
?
Exec-managerial
White
Husband
true
Private
1
40
0
0
5
140,108
40
Separated
United-States
Machine-op-inspct
Black
Not-in-family
true
State-gov
0
37
0
0
13
280,549
40
Never-married
United-States
Adm-clerical
White
Other-relative
false
Private
0
59
0
0
10
81,107
80
Married-civ-spouse
United-States
Sales
White
Wife
false
Self-emp-not-inc
1
23
0
0
10
255,252
20
Never-married
United-States
Other-service
White
Own-child
true
Local-gov
0
34
0
0
7
181,311
40
Married-civ-spouse
United-States
Machine-op-inspct
White
Husband
true
Private
0
34
0
0
9
205,072
50
Never-married
United-States
Sales
White
Not-in-family
true
Private
0
41
0
0
11
34,278
40
Separated
United-States
Other-service
White
Not-in-family
true
Private
0
38
0
0
13
99,065
50
Never-married
United-States
Adm-clerical
White
Not-in-family
false
Private
1
52
0
0
14
168,001
40
Divorced
United-States
Prof-specialty
White
Not-in-family
false
Private
1
28
0
0
10
209,205
44
Never-married
United-States
Adm-clerical
White
Not-in-family
true
Private
0
35
0
0
9
191,103
40
Married-civ-spouse
United-States
Sales
White
Husband
true
Private
0
34
15,024
0
13
198,664
70
Married-civ-spouse
South
Craft-repair
Asian-Pac-Islander
Husband
true
Self-emp-not-inc
1
46
0
0
6
369,538
40
Married-civ-spouse
United-States
Transport-moving
White
Husband
true
Private
1
28
0
0
13
264,498
40
Never-married
United-States
Prof-specialty
White
Not-in-family
false
Private
0
43
0
0
10
311,177
30
Never-married
United-States
Transport-moving
Black
Not-in-family
true
Self-emp-not-inc
0
44
0
0
10
121,352
50
Married-civ-spouse
United-States
Exec-managerial
White
Husband
true
Self-emp-inc
0
34
0
0
13
142,989
40
Married-civ-spouse
United-States
Prof-specialty
White
Husband
true
Private
0
46
0
0
10
254,291
60
Married-civ-spouse
United-States
Sales
White
Husband
true
Self-emp-not-inc
1
18
0
0
9
86,150
15
Never-married
United-States
Exec-managerial
Asian-Pac-Islander
Own-child
false
Private
0
30
0
0
13
280,927
40
Never-married
United-States
Adm-clerical
White
Not-in-family
false
Private
0
23
0
0
13
208,826
40
Never-married
United-States
Other-service
White
Not-in-family
false
Private
0
32
0
0
9
32,174
40
Married-civ-spouse
United-States
Other-service
White
Wife
false
Private
0
21
0
0
10
136,208
48
Never-married
United-States
Protective-serv
White
Own-child
true
Local-gov
0
35
0
0
9
170,092
20
Married-spouse-absent
United-States
Other-service
Black
Unmarried
false
Private
0
39
0
0
13
103,110
50
Married-civ-spouse
United-States
Prof-specialty
White
Husband
true
Self-emp-not-inc
0
34
0
0
10
201,122
48
Married-civ-spouse
United-States
Craft-repair
White
Husband
true
Private
1
29
0
0
14
94,064
50
Married-civ-spouse
United-States
Prof-specialty
White
Husband
true
Local-gov
0
51
0
0
9
155,574
40
Married-civ-spouse
United-States
Craft-repair
White
Husband
true
Private
1
42
2,407
0
11
212,894
40
Married-civ-spouse
United-States
Adm-clerical
White
Husband
true
Private
0
22
0
0
10
182,117
40
Never-married
United-States
Craft-repair
White
Own-child
true
Private
0
61
0
0
9
95,500
40
Married-civ-spouse
United-States
Transport-moving
White
Husband
true
Private
0
32
0
0
13
44,677
40
Never-married
United-States
Adm-clerical
White
Not-in-family
true
Private
0
36
0
0
9
473,547
30
Married-civ-spouse
United-States
Craft-repair
Black
Husband
true
Private
0
35
0
0
10
153,790
40
Never-married
United-States
Sales
Amer-Indian-Eskimo
Not-in-family
false
Private
0
18
0
0
5
174,926
15
Never-married
?
Other-service
White
Own-child
true
Private
0
21
0
0
9
147,655
40
Never-married
United-States
Adm-clerical
White
Own-child
false
Private
0
51
0
0
13
189,183
40
Married-civ-spouse
United-States
Exec-managerial
White
Husband
true
Self-emp-inc
0
43
7,688
0
10
193,882
40
Married-civ-spouse
United-States
Sales
White
Husband
true
Private
1
52
2,597
0
9
134,184
36
Divorced
United-States
Other-service
White
Not-in-family
false
Private
0
23
0
0
8
23,037
40
Never-married
United-States
Handlers-cleaners
Amer-Indian-Eskimo
Own-child
true
Private
0
30
0
0
13
262,092
55
Married-civ-spouse
United-States
Sales
White
Husband
true
Private
0
25
0
0
10
199,545
15
Married-civ-spouse
United-States
Exec-managerial
White
Wife
false
Private
0
61
1,471
0
9
101,265
35
Widowed
United-States
Adm-clerical
White
Unmarried
false
Local-gov
0
48
0
0
9
28,791
50
Married-civ-spouse
United-States
Sales
White
Wife
false
Self-emp-not-inc
0
40
0
0
10
194,924
60
Married-civ-spouse
United-States
Farming-fishing
White
Husband
true
Self-emp-not-inc
0
41
0
0
10
126,076
50
Divorced
United-States
Craft-repair
White
Not-in-family
false
Private
0
31
0
0
9
176,025
40
Never-married
United-States
Tech-support
Black
Unmarried
false
Private
0
43
0
1,902
11
288,829
42
Married-civ-spouse
United-States
Protective-serv
White
Husband
true
Private
1
46
0
0
9
186,539
48
Divorced
United-States
Craft-repair
White
Other-relative
true
Private
1
58
0
0
9
32,855
48
Married-civ-spouse
United-States
Transport-moving
White
Husband
true
Local-gov
0
27
0
0
9
59,068
40
Married-civ-spouse
United-States
Handlers-cleaners
White
Husband
true
Private
0
19
0
0
9
180,917
40
Never-married
United-States
Other-service
White
Unmarried
false
Private
0
27
0
0
9
29,261
40
Married-AF-spouse
United-States
Craft-repair
White
Husband
true
Private
1
38
0
0
10
152,307
30
Married-civ-spouse
United-States
Exec-managerial
White
Husband
true
Private
1
49
0
0
13
268,022
50
Married-civ-spouse
United-States
Sales
White
Husband
true
Private
1
19
0
0
6
217,194
30
Never-married
United-States
?
White
Own-child
true
?
0
39
0
0
10
314,822
40
Married-civ-spouse
United-States
Adm-clerical
Black
Husband
true
Federal-gov
0
28
0
0
9
309,566
20
Never-married
United-States
Adm-clerical
White
Unmarried
false
Private
0
33
0
0
16
119,628
50
Married-civ-spouse
Hong
Prof-specialty
Asian-Pac-Islander
Husband
true
State-gov
0
45
0
0
13
28,119
65
Divorced
United-States
Prof-specialty
White
Not-in-family
true
Self-emp-not-inc
0
56
0
0
9
107,165
18
Married-civ-spouse
United-States
Handlers-cleaners
White
Husband
true
Private
0
32
0
0
13
113,838
40
Married-civ-spouse
United-States
Prof-specialty
White
Husband
true
Federal-gov
1
49
0
0
13
111,066
50
Married-civ-spouse
United-States
Craft-repair
White
Husband
true
Self-emp-not-inc
1
42
0
0
16
443,508
45
Married-civ-spouse
United-States
Prof-specialty
White
Husband
true
Self-emp-inc
1
43
0
0
10
180,985
60
Married-civ-spouse
United-States
Transport-moving
White
Husband
true
Private
1
53
15,024
0
15
162,381
45
Married-civ-spouse
United-States
Prof-specialty
White
Husband
true
Self-emp-inc
1
18
0
0
10
118,376
16
Never-married
?
Other-service
White
Own-child
false
Private
0
45
0
0
9
367,037
40
Divorced
United-States
Adm-clerical
White
Unmarried
false
Private
0
45
0
0
10
197,418
48
Divorced
United-States
Adm-clerical
White
Not-in-family
false
Private
0
19
0
0
7
146,189
43
Never-married
United-States
Sales
Amer-Indian-Eskimo
Unmarried
true
Private
0
48
0
0
12
149,337
55
Married-spouse-absent
United-States
Craft-repair
White
Not-in-family
true
Private
0
29
0
2,258
13
135,296
45
Never-married
United-States
Exec-managerial
White
Not-in-family
false
Private
1
43
7,688
0
9
128,578
60
Married-civ-spouse
United-States
Sales
White
Husband
true
Private
1
48
0
0
9
265,192
45
Married-civ-spouse
United-States
Craft-repair
White
Husband
true
Private
0
28
0
0
12
405,793
45
Married-civ-spouse
United-States
Tech-support
White
Husband
true
Private
1
33
0
0
13
206,609
45
Married-civ-spouse
United-States
Exec-managerial
White
Husband
true
Private
0
35
0
0
13
250,988
40
Married-civ-spouse
United-States
Sales
White
Husband
true
Private
1
23
0
0
12
253,190
25
Married-civ-spouse
United-States
Handlers-cleaners
White
Husband
true
Private
0
45
0
0
10
232,997
65
Married-civ-spouse
United-States
Transport-moving
White
Husband
true
Federal-gov
1
47
0
0
9
225,456
50
Never-married
United-States
Tech-support
White
Other-relative
true
Private
0
55
0
0
9
199,067
40
Married-civ-spouse
United-States
Craft-repair
White
Husband
true
Private
1
32
3,103
0
9
34,104
55
Married-civ-spouse
United-States
Exec-managerial
White
Husband
true
Private
1