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
35
0
0
13
185,325
50
Married-civ-spouse
United-States
Prof-specialty
White
Husband
true
Private
1
41
0
0
9
169,628
40
Married-civ-spouse
?
Machine-op-inspct
Black
Wife
false
Private
0
26
3,103
0
10
167,350
40
Married-civ-spouse
United-States
Tech-support
White
Husband
true
Private
1
41
0
1,887
9
125,831
55
Married-civ-spouse
United-States
Sales
White
Husband
true
Self-emp-inc
1
22
0
0
9
173,004
1
Never-married
United-States
Machine-op-inspct
Black
Other-relative
true
Private
0
31
0
1,977
14
183,043
48
Married-civ-spouse
United-States
Exec-managerial
White
Husband
true
Private
1
64
0
0
10
353,479
45
Married-civ-spouse
United-States
Exec-managerial
Amer-Indian-Eskimo
Husband
true
Federal-gov
1
51
0
2,002
10
373,448
40
Married-civ-spouse
United-States
Exec-managerial
White
Husband
true
Private
0
43
0
0
13
27,766
60
Separated
United-States
Exec-managerial
White
Unmarried
true
Private
1
57
0
0
11
224,174
40
Widowed
?
Craft-repair
Black
Not-in-family
true
Private
0
28
0
0
9
109,001
40
Never-married
United-States
Craft-repair
White
Not-in-family
true
Private
0
63
0
0
9
106,023
40
Married-civ-spouse
United-States
Craft-repair
White
Husband
true
Private
1
71
0
0
7
139,889
75
Married-civ-spouse
United-States
Exec-managerial
White
Husband
true
Self-emp-not-inc
1
37
0
0
10
203,070
62
Separated
United-States
Adm-clerical
White
Own-child
true
Private
0
52
0
0
10
111,192
40
Married-civ-spouse
United-States
Machine-op-inspct
Amer-Indian-Eskimo
Husband
true
Private
0
41
0
0
10
103,980
52
Married-civ-spouse
United-States
Prof-specialty
White
Husband
true
Private
0
38
0
0
10
33,983
40
Married-civ-spouse
United-States
Transport-moving
White
Husband
true
Private
0
31
0
0
10
302,626
40
Divorced
United-States
Adm-clerical
White
Unmarried
false
Private
0
62
4,650
0
10
134,779
40
Divorced
United-States
Prof-specialty
White
Not-in-family
false
Private
0
28
0
0
9
185,957
40
Married-civ-spouse
United-States
Adm-clerical
White
Wife
false
Private
0
26
0
0
10
207,258
40
Never-married
United-States
Exec-managerial
White
Own-child
false
Private
0
56
0
0
13
155,657
40
Divorced
United-States
Exec-managerial
White
Unmarried
false
Local-gov
0
41
3,103
0
10
145,175
40
Married-civ-spouse
United-States
Adm-clerical
White
Husband
true
Private
1
30
0
0
9
154,587
40
Never-married
Puerto-Rico
Other-service
White
Not-in-family
true
Private
0
22
0
0
9
388,885
45
Married-civ-spouse
United-States
Craft-repair
White
Husband
true
Private
0
47
99,999
0
15
345,493
55
Married-civ-spouse
Taiwan
Prof-specialty
Asian-Pac-Islander
Husband
true
Private
1
21
0
0
9
234,108
40
Never-married
United-States
Sales
White
Not-in-family
true
Private
0
42
0
0
10
208,875
40
Married-civ-spouse
El-Salvador
Exec-managerial
White
Wife
false
Private
1
37
0
0
12
145,064
32
Married-civ-spouse
United-States
?
White
Husband
true
?
0
51
0
0
10
196,828
38
Divorced
United-States
Sales
White
Not-in-family
false
Private
1
42
0
0
9
171,351
40
Married-civ-spouse
United-States
Handlers-cleaners
White
Husband
true
Private
0
20
0
0
10
117,767
25
Never-married
United-States
Adm-clerical
White
Own-child
true
Private
0
21
0
0
9
99,199
32
Never-married
United-States
Machine-op-inspct
White
Own-child
true
Private
0
34
0
0
14
190,385
40
Never-married
United-States
Prof-specialty
White
Not-in-family
false
Private
1
62
0
0
10
242,341
40
Divorced
United-States
Prof-specialty
Amer-Indian-Eskimo
Not-in-family
true
Local-gov
0
19
0
0
10
145,234
30
Never-married
United-States
?
White
Own-child
true
?
0
17
0
0
7
207,637
10
Never-married
United-States
Handlers-cleaners
White
Own-child
true
Private
0
20
0
0
9
323,009
40
Never-married
Germany
Adm-clerical
White
Unmarried
false
Private
0
46
0
1,977
14
213,140
40
Married-civ-spouse
United-States
Exec-managerial
White
Husband
true
Federal-gov
1
49
0
0
11
27,067
60
Never-married
United-States
Adm-clerical
White
Not-in-family
false
Self-emp-not-inc
0
44
0
0
10
325,159
40
Divorced
United-States
Farming-fishing
White
Unmarried
true
Self-emp-not-inc
0
21
0
0
10
180,690
40
Never-married
United-States
Other-service
White
Own-child
true
Private
0
47
0
1,876
9
151,584
40
Divorced
United-States
Sales
White
Own-child
true
Private
0
38
0
0
15
284,166
50
Never-married
United-States
Prof-specialty
White
Not-in-family
true
Private
0
27
0
0
3
501,172
40
Married-civ-spouse
Mexico
Transport-moving
White
Husband
true
Private
0
26
0
0
9
196,866
38
Never-married
United-States
Sales
White
Not-in-family
false
Private
0
25
0
0
9
295,289
40
Never-married
United-States
Prof-specialty
Black
Own-child
false
Local-gov
0
43
0
0
15
345,969
50
Married-civ-spouse
United-States
Prof-specialty
White
Husband
true
State-gov
1
62
0
0
13
171,315
60
Married-civ-spouse
United-States
Prof-specialty
White
Husband
true
Self-emp-not-inc
1
51
7,688
0
9
304,955
50
Married-civ-spouse
United-States
Exec-managerial
White
Husband
true
Self-emp-inc
1
56
0
0
9
294,209
48
Divorced
United-States
Prof-specialty
White
Not-in-family
false
Private
0
55
0
0
9
164,332
16
Separated
United-States
Other-service
White
Not-in-family
false
Private
0
45
0
0
9
117,310
40
Divorced
United-States
?
White
Not-in-family
false
?
0
45
0
0
9
231,672
40
Married-civ-spouse
United-States
Machine-op-inspct
Black
Husband
true
Private
0
31
0
0
9
377,850
65
Married-civ-spouse
United-States
Craft-repair
White
Husband
true
Private
0
45
0
0
10
331,643
40
Married-civ-spouse
United-States
Craft-repair
White
Husband
true
Private
1
58
0
0
13
26,947
40
Widowed
United-States
Prof-specialty
Amer-Indian-Eskimo
Unmarried
false
Federal-gov
0
56
0
0
9
208,415
40
Divorced
?
Exec-managerial
Black
Not-in-family
true
Private
0
20
0
0
9
260,254
40
Never-married
United-States
Craft-repair
White
Own-child
true
Private
0
25
0
0
13
211,424
40
Never-married
United-States
Exec-managerial
White
Own-child
true
Private
0
22
0
0
7
144,210
20
Married-civ-spouse
United-States
?
White
Wife
false
?
0
55
0
0
9
170,350
40
Divorced
United-States
Other-service
White
Other-relative
false
Self-emp-not-inc
0
76
0
0
9
164,835
25
Widowed
United-States
?
White
Not-in-family
false
?
0
31
0
0
13
74,501
40
Never-married
United-States
Prof-specialty
White
Own-child
false
Private
0
44
0
0
9
262,656
32
Never-married
United-States
Other-service
Black
Unmarried
true
Private
0
37
0
0
15
76,767
39
Married-civ-spouse
United-States
Prof-specialty
White
Wife
false
State-gov
1
25
0
0
13
170,428
28
Never-married
Taiwan
?
Asian-Pac-Islander
Not-in-family
true
?
0
27
0
0
10
84,433
50
Never-married
United-States
Exec-managerial
White
Not-in-family
false
Private
0
22
0
0
10
38,707
20
Never-married
United-States
Other-service
White
Own-child
true
Private
0
32
0
0
9
186,993
40
Married-civ-spouse
United-States
Transport-moving
White
Husband
true
Local-gov
0
26
0
0
9
189,185
40
Divorced
United-States
Adm-clerical
White
Own-child
false
Private
0
43
0
0
9
23,157
60
Never-married
United-States
Transport-moving
White
Not-in-family
true
State-gov
0
37
0
0
9
149,898
50
Never-married
United-States
Transport-moving
White
Not-in-family
true
Private
0
25
0
0
8
211,531
40
Never-married
United-States
Other-service
White
Not-in-family
true
Private
0
50
0
0
9
53,497
40
Never-married
United-States
Exec-managerial
White
Not-in-family
true
Private
0
23
0
0
10
291,854
40
Never-married
United-States
Prof-specialty
White
Own-child
false
Private
0
50
0
0
13
251,585
55
Divorced
United-States
Exec-managerial
White
Not-in-family
true
Federal-gov
1
32
0
0
9
158,438
40
Divorced
United-States
Transport-moving
White
Own-child
true
Private
0
69
0
0
9
170,458
20
Married-civ-spouse
United-States
Other-service
White
Husband
true
State-gov
0
67
0
0
16
239,705
12
Married-civ-spouse
?
Prof-specialty
Black
Husband
true
State-gov
0
24
0
0
13
219,140
40
Never-married
United-States
Exec-managerial
White
Not-in-family
true
Private
0
18
0
0
10
400,616
40
Never-married
United-States
Adm-clerical
White
Own-child
true
Private
0
31
0
0
13
111,567
70
Married-civ-spouse
United-States
Exec-managerial
White
Husband
true
Private
1
59
0
0
13
261,584
40
Never-married
Outlying-US(Guam-USVI-etc)
Exec-managerial
Black
Not-in-family
false
State-gov
0
22
8,614
0
13
195,532
40
Never-married
United-States
Prof-specialty
White
Not-in-family
false
Private
1
27
0
0
10
238,267
10
Never-married
United-States
Other-service
White
Unmarried
false
Private
0
39
0
0
10
214,117
40
Divorced
United-States
Craft-repair
Black
Unmarried
true
Private
0
40
0
0
6
100,584
40
Divorced
United-States
Craft-repair
Amer-Indian-Eskimo
Not-in-family
true
Private
0
25
0
0
2
195,994
40
Never-married
Guatemala
Priv-house-serv
White
Not-in-family
false
Private
0
51
0
0
14
63,424
40
Married-civ-spouse
United-States
Prof-specialty
White
Wife
false
Private
1
58
7,688
0
10
289,364
45
Married-civ-spouse
United-States
Exec-managerial
White
Husband
true
Private
1
50
0
0
14
28,765
40
Married-civ-spouse
United-States
?
White
Husband
true
?
1
65
0
0
1
293,385
30
Married-civ-spouse
United-States
?
Black
Husband
true
?
0
27
3,418
0
9
96,219
32
Divorced
United-States
Other-service
White
Own-child
false
Private
0
30
0
0
9
313,038
40
Never-married
United-States
Craft-repair
White
Not-in-family
true
Private
0
27
0
1,504
13
38,606
45
Never-married
United-States
Sales
White
Not-in-family
true
Private
0
39
0
0
9
172,538
60
Married-civ-spouse
United-States
Exec-managerial
White
Husband
true
Self-emp-inc
1
30
0
0
9
342,709
40
Married-civ-spouse
United-States
Tech-support
White
Husband
true
Private
0
41
0
0
4
323,919
40
Married-civ-spouse
United-States
Craft-repair
White
Husband
true
Private
0
60
0
0
13
97,030
35
Divorced
United-States
Exec-managerial
White
Not-in-family
false
State-gov
0