Age
int64
18
60
Attrition
stringclasses
2 values
BusinessTravel
stringclasses
3 values
DailyRate
int64
100
1.5k
Department
stringclasses
6 values
DistanceFromHome
int64
1
50
Education
int64
1
5
EducationField
stringclasses
6 values
EmployeeCount
int64
1
1
EmployeeNumber
int64
1
5k
EnvironmentSatisfaction
int64
1
4
Gender
stringclasses
2 values
HourlyRate
int64
30
200
JobInvolvement
int64
1
4
JobLevel
int64
1
5
JobRole
stringclasses
10 values
JobSatisfaction
int64
1
4
MaritalStatus
stringclasses
3 values
MonthlyIncome
int64
1k
51k
MonthlyRate
int64
1.05k
1.5M
NumCompaniesWorked
int64
0
8
Over18
stringclasses
1 value
OverTime
stringclasses
2 values
PercentSalaryHike
int64
0
49
PerformanceRating
int64
1
4
RelationshipSatisfaction
int64
1
4
StandardHours
int64
80
80
StockOptionLevel
int64
1
4
TotalWorkingYears
int64
1
40
TrainingTimesLastYear
int64
1
6
WorkLifeBalance
int64
1
4
YearsAtCompany
int64
1
40
YearsInCurrentRole
int64
1
35
YearsSinceLastPromotion
int64
1
39
YearsWithCurrManager
int64
1
40
51
Yes
Non-Travel
524
Support
14
4
Marketing
1
3,001
1
Male
143
2
4
Sales Executive
3
Married
10,854
21,708
5
Y
No
13
1
1
80
1
2
5
3
1
1
1
1
46
No
Travel_Frequently
1,010
Software
43
3
Life Sciences
1
3,002
4
Male
162
1
2
Laboratory Technician
2
Married
16,472
378,856
1
Y
No
26
2
2
80
2
18
1
1
10
5
9
2
59
No
Travel_Rarely
1,071
Research & Development
46
2
Life Sciences
1
3,003
4
Male
196
2
5
Laboratory Technician
1
Single
3,117
77,925
1
Y
No
31
2
2
80
2
17
4
1
12
3
5
10
24
No
Travel_Frequently
1,386
Software
22
1
Marketing
1
3,004
1
Male
74
1
2
Laboratory Technician
1
Single
47,621
904,799
5
Y
No
44
3
4
80
2
25
6
4
15
2
13
4
31
Yes
Travel_Rarely
274
Sales
34
4
Life Sciences
1
3,005
1
Male
88
2
1
Manager
4
Single
3,425
61,650
3
Y
Yes
21
1
3
80
3
21
2
2
17
11
8
14
58
Yes
Non-Travel
494
Software
11
5
Marketing
1
3,006
1
Male
59
2
5
Manager
4
Divorced
19,161
38,322
5
Y
Yes
18
1
1
80
2
35
3
4
11
2
7
9
47
Yes
Travel_Frequently
1,068
Research & Development
6
4
Marketing
1
3,007
1
Male
81
3
2
Research Director
4
Single
16,277
292,986
8
Y
Yes
41
2
1
80
3
10
4
4
7
7
4
7
45
Yes
Non-Travel
767
Research & Development
13
3
Technical Degree
1
3,008
2
Female
58
3
5
Healthcare Representative
1
Single
42,173
253,038
8
Y
No
31
4
3
80
1
32
1
4
26
21
5
14
39
No
Travel_Frequently
473
Sales
48
3
Technical Degree
1
3,009
1
Female
163
1
2
Developer
4
Divorced
21,980
43,960
0
Y
No
0
2
3
80
1
25
1
2
6
1
3
1
39
Yes
Non-Travel
1,410
Sales
23
5
Human Resources
1
3,010
1
Female
188
2
3
Research Director
2
Single
19,527
312,432
4
Y
No
16
4
2
80
2
38
5
2
5
4
4
5
47
Yes
Non-Travel
186
Human Resources
5
2
Medical
1
3,011
4
Male
160
2
1
Sales Representative
1
Single
36,780
110,340
0
Y
No
31
2
2
80
1
11
6
1
4
3
3
1
41
Yes
Travel_Frequently
739
Research & Development
35
2
Marketing
1
3,012
4
Female
178
4
1
Healthcare Representative
1
Married
47,713
333,991
5
Y
Yes
48
3
3
80
2
39
2
2
4
3
3
4
47
No
Travel_Frequently
1,046
Hardware
2
2
Human Resources
1
3,013
2
Male
41
1
5
Human Resources
1
Divorced
21,629
497,467
6
Y
Yes
1
3
1
80
2
24
1
3
4
2
3
3
42
No
Travel_Rarely
1,320
Support
39
2
Technical Degree
1
3,014
4
Male
86
2
5
Developer
2
Divorced
27,457
823,710
8
Y
Yes
9
2
3
80
4
11
1
3
4
4
1
2
34
No
Non-Travel
1,461
Human Resources
38
2
Technical Degree
1
3,015
4
Male
110
1
1
Healthcare Representative
3
Single
13,021
234,378
1
Y
No
8
2
3
80
3
32
4
3
25
16
16
3
52
No
Non-Travel
1,418
Support
22
4
Medical
1
3,016
1
Male
167
3
4
Human Resources
2
Single
25,323
734,367
8
Y
No
27
2
2
80
2
26
2
2
20
3
3
13
19
No
Travel_Frequently
645
Support
30
5
Marketing
1
3,017
4
Male
144
4
5
Sales Representative
1
Married
11,830
307,580
6
Y
No
28
3
2
80
4
39
2
4
20
4
1
12
45
No
Non-Travel
1,421
Support
36
1
Life Sciences
1
3,018
2
Female
36
3
3
Sales Executive
1
Divorced
40,970
40,970
0
Y
Yes
23
3
1
80
1
16
6
2
7
7
6
2
23
No
Travel_Frequently
820
Support
16
2
Marketing
1
3,019
1
Male
155
1
5
Healthcare Representative
4
Married
28,604
228,832
0
Y
No
32
4
1
80
2
27
3
2
11
3
9
7
37
Yes
Non-Travel
1,029
Sales
45
3
Other
1
3,020
3
Male
56
1
2
Sales Executive
4
Married
47,266
94,532
2
Y
No
11
2
3
80
2
27
2
3
26
3
19
2
28
Yes
Travel_Frequently
129
Hardware
29
4
Technical Degree
1
3,021
4
Male
49
4
1
Manufacturing Director
3
Divorced
46,230
1,109,520
5
Y
Yes
15
3
2
80
3
30
3
1
24
20
2
9
24
No
Non-Travel
1,183
Human Resources
40
4
Human Resources
1
3,022
4
Female
49
3
1
Healthcare Representative
1
Married
32,938
691,698
2
Y
Yes
0
2
2
80
4
11
6
3
7
1
6
3
41
No
Travel_Frequently
544
Software
39
3
Life Sciences
1
3,023
2
Female
86
1
2
Laboratory Technician
2
Single
23,430
632,610
8
Y
No
23
4
1
80
3
13
3
4
2
2
2
1
42
No
Travel_Frequently
1,221
Software
29
3
Medical
1
3,024
3
Male
39
4
4
Human Resources
3
Single
39,953
958,872
6
Y
Yes
26
1
2
80
2
16
2
4
6
5
3
6
43
No
Travel_Frequently
789
Human Resources
30
3
Life Sciences
1
3,025
3
Male
180
1
4
Developer
1
Single
25,008
200,064
3
Y
Yes
12
4
2
80
1
4
4
2
4
1
4
1
35
No
Non-Travel
338
Research & Development
6
1
Technical Degree
1
3,026
2
Female
106
2
2
Healthcare Representative
2
Single
50,307
905,526
4
Y
No
28
1
4
80
3
20
6
4
10
2
4
3
30
No
Travel_Frequently
668
Support
38
5
Marketing
1
3,027
2
Male
39
1
4
Sales Representative
1
Single
27,295
736,965
8
Y
Yes
31
3
1
80
4
33
2
1
30
26
24
4
34
No
Travel_Frequently
135
Hardware
20
5
Human Resources
1
3,028
1
Female
46
1
2
Manufacturing Director
1
Divorced
39,418
39,418
3
Y
No
28
3
2
80
1
20
1
3
17
1
1
13
33
Yes
Travel_Frequently
128
Support
2
2
Life Sciences
1
3,029
3
Male
133
4
1
Healthcare Representative
1
Divorced
9,723
77,784
8
Y
No
44
4
3
80
4
39
4
3
19
9
13
7
57
Yes
Non-Travel
1,228
Hardware
32
3
Marketing
1
3,030
4
Male
87
2
1
Sales Representative
2
Married
25,813
180,691
8
Y
Yes
48
2
1
80
4
9
4
3
2
2
1
1
55
Yes
Non-Travel
532
Software
20
3
Technical Degree
1
3,031
3
Female
122
2
2
Sales Representative
4
Single
5,978
95,648
7
Y
Yes
22
1
3
80
1
17
3
4
17
8
12
6
42
Yes
Travel_Frequently
1,218
Support
18
1
Technical Degree
1
3,032
3
Female
38
3
4
Manufacturing Director
3
Married
9,281
232,025
6
Y
No
8
2
1
80
1
27
5
3
8
2
8
6
28
Yes
Travel_Frequently
587
Hardware
46
5
Medical
1
3,033
1
Female
111
2
5
Research Director
4
Single
50,651
658,463
1
Y
Yes
21
2
2
80
2
15
3
2
7
7
5
4
52
No
Travel_Rarely
283
Sales
14
4
Technical Degree
1
3,034
3
Female
86
4
5
Developer
3
Divorced
2,202
28,626
5
Y
No
9
1
3
80
3
4
4
1
4
2
1
1
58
Yes
Travel_Frequently
688
Support
30
4
Medical
1
3,035
3
Male
76
3
3
Laboratory Technician
1
Divorced
19,841
178,569
3
Y
No
22
2
1
80
4
7
2
2
2
1
1
1
58
No
Travel_Rarely
1,387
Support
29
5
Technical Degree
1
3,036
2
Female
176
4
4
Manufacturing Director
3
Divorced
21,217
530,425
3
Y
Yes
9
3
4
80
2
33
1
1
33
32
8
16
25
No
Non-Travel
428
Human Resources
23
4
Other
1
3,037
2
Female
187
1
1
Manufacturing Director
4
Divorced
26,635
612,605
1
Y
No
16
1
2
80
1
18
1
4
13
2
5
3
41
No
Non-Travel
873
Software
28
4
Technical Degree
1
3,038
3
Male
95
3
3
Manufacturing Director
1
Divorced
18,948
189,480
1
Y
No
45
1
1
80
3
19
3
3
15
10
8
8
44
No
Non-Travel
949
Support
27
3
Other
1
3,039
3
Female
186
4
1
Manufacturing Director
4
Single
44,917
1,212,759
0
Y
No
29
3
1
80
4
32
3
2
27
10
5
22
28
No
Non-Travel
546
Software
13
5
Human Resources
1
3,040
2
Male
179
3
5
Sales Representative
2
Single
47,930
862,740
4
Y
No
8
4
4
80
3
17
1
4
1
1
1
1
35
No
Non-Travel
356
Human Resources
28
3
Medical
1
3,041
4
Male
120
1
3
Manager
2
Single
47,425
521,675
6
Y
Yes
7
2
4
80
4
5
3
2
2
2
1
1
18
No
Non-Travel
1,294
Software
22
3
Life Sciences
1
3,042
3
Male
60
3
2
Sales Representative
1
Married
11,473
57,365
1
Y
No
15
2
3
80
2
34
6
3
31
22
1
2
24
No
Non-Travel
194
Sales
21
5
Marketing
1
3,043
4
Male
171
3
2
Sales Representative
3
Divorced
6,509
188,761
3
Y
Yes
29
3
1
80
3
39
2
2
9
9
6
7
30
No
Travel_Rarely
255
Human Resources
17
2
Life Sciences
1
3,044
2
Male
84
3
3
Human Resources
1
Married
18,615
223,380
8
Y
Yes
7
3
4
80
2
3
4
3
3
1
1
3
54
No
Travel_Frequently
701
Human Resources
37
2
Marketing
1
3,045
3
Female
65
4
3
Sales Representative
1
Divorced
18,523
314,891
3
Y
No
27
4
4
80
3
38
4
2
13
9
9
9
44
No
Non-Travel
1,307
Human Resources
11
4
Medical
1
3,046
1
Female
156
4
2
Manufacturing Director
3
Divorced
22,865
571,625
7
Y
Yes
44
2
1
80
3
29
6
2
9
3
5
7
58
No
Non-Travel
725
Research & Development
18
5
Human Resources
1
3,047
3
Female
182
4
4
Developer
2
Married
25,281
328,653
8
Y
Yes
32
4
3
80
3
26
1
1
5
3
3
5
33
Yes
Travel_Frequently
1,341
Sales
50
1
Life Sciences
1
3,048
2
Female
40
2
5
Sales Representative
3
Divorced
36,931
923,275
5
Y
No
40
1
2
80
1
18
4
4
10
10
1
7
38
Yes
Travel_Rarely
345
Support
8
1
Technical Degree
1
3,049
4
Male
137
3
4
Research Director
4
Married
18,528
185,280
4
Y
Yes
30
1
1
80
3
40
6
2
1
1
1
1
57
Yes
Travel_Rarely
632
Hardware
50
4
Marketing
1
3,050
2
Female
82
3
4
Laboratory Technician
4
Single
28,097
224,776
0
Y
Yes
44
1
3
80
2
19
5
1
16
7
14
13
47
No
Travel_Rarely
363
Research & Development
38
4
Other
1
3,051
4
Male
122
1
2
Sales Executive
3
Married
25,851
25,851
8
Y
No
22
1
3
80
3
30
2
4
5
5
2
4
48
Yes
Travel_Rarely
463
Hardware
32
5
Other
1
3,052
3
Female
125
1
2
Laboratory Technician
4
Divorced
11,468
149,084
4
Y
No
41
1
3
80
2
11
6
3
6
2
4
6
29
Yes
Travel_Rarely
202
Software
4
1
Technical Degree
1
3,053
2
Female
180
2
1
Sales Representative
1
Married
38,977
1,052,379
1
Y
No
17
2
3
80
2
15
1
1
1
1
1
1
28
No
Non-Travel
589
Software
6
2
Medical
1
3,054
3
Male
106
1
5
Research Director
4
Married
20,744
186,696
8
Y
Yes
32
4
2
80
3
28
2
1
14
1
7
10
46
No
Travel_Rarely
305
Research & Development
35
4
Other
1
3,055
1
Male
40
1
3
Developer
3
Married
7,886
228,694
2
Y
No
7
2
4
80
1
5
3
4
5
4
5
2
41
No
Travel_Rarely
1,034
Research & Development
3
3
Human Resources
1
3,056
3
Female
48
2
1
Healthcare Representative
4
Single
48,719
974,380
0
Y
No
21
3
1
80
3
34
3
3
20
6
7
5
24
Yes
Travel_Rarely
1,442
Software
20
4
Technical Degree
1
3,057
1
Female
96
4
1
Manager
1
Single
36,690
587,040
6
Y
No
30
2
3
80
4
23
1
2
12
5
5
4
47
Yes
Non-Travel
483
Human Resources
1
5
Marketing
1
3,058
1
Female
95
2
4
Research Director
4
Married
12,205
244,100
0
Y
No
18
3
4
80
1
22
2
3
12
3
8
1
44
Yes
Travel_Frequently
728
Support
33
3
Other
1
3,059
3
Female
53
3
2
Manager
3
Single
29,697
831,516
3
Y
Yes
0
3
4
80
1
30
1
4
23
11
7
7
18
Yes
Travel_Rarely
678
Software
44
3
Life Sciences
1
3,060
2
Male
89
4
1
Sales Executive
2
Married
8,544
230,688
5
Y
Yes
19
3
2
80
1
22
2
4
1
1
1
1
34
Yes
Travel_Frequently
1,272
Sales
28
3
Other
1
3,061
4
Female
47
3
2
Sales Executive
1
Married
48,616
972,320
4
Y
No
47
3
2
80
1
14
2
4
10
1
10
2
35
Yes
Travel_Frequently
1,353
Software
11
3
Technical Degree
1
3,062
3
Male
138
4
5
Sales Representative
1
Single
43,419
434,190
0
Y
Yes
7
3
1
80
4
23
3
3
5
5
5
2
39
Yes
Travel_Frequently
940
Software
30
1
Marketing
1
3,063
1
Female
142
2
3
Sales Representative
3
Divorced
4,329
38,961
3
Y
No
44
1
3
80
3
40
6
2
2
2
1
2
48
No
Non-Travel
1,453
Hardware
9
4
Human Resources
1
3,064
3
Male
194
3
1
Laboratory Technician
3
Single
22,139
154,973
8
Y
Yes
48
1
1
80
3
25
2
4
5
3
4
5
20
No
Non-Travel
264
Human Resources
28
3
Technical Degree
1
3,065
2
Male
187
4
3
Research Scientist
1
Single
19,172
191,720
3
Y
No
5
4
1
80
4
31
2
1
31
3
16
30
22
No
Travel_Frequently
253
Research & Development
34
1
Marketing
1
3,066
2
Female
179
3
4
Research Director
4
Married
9,085
27,255
3
Y
Yes
5
3
1
80
1
29
4
1
14
1
7
11
51
No
Non-Travel
1,283
Software
3
5
Other
1
3,067
4
Female
155
4
1
Manager
2
Married
8,159
179,498
8
Y
No
13
3
2
80
2
20
3
3
2
2
1
1
23
No
Travel_Rarely
813
Hardware
25
4
Technical Degree
1
3,068
2
Male
146
2
5
Sales Executive
2
Married
22,511
405,198
4
Y
Yes
18
2
3
80
2
21
1
1
3
2
3
1
55
Yes
Non-Travel
233
Support
25
1
Other
1
3,069
2
Female
87
3
1
Manager
1
Single
40,091
922,093
7
Y
Yes
21
4
1
80
4
22
3
1
3
3
1
3
44
Yes
Travel_Rarely
303
Sales
15
2
Life Sciences
1
3,070
4
Male
32
4
1
Healthcare Representative
3
Divorced
44,382
355,056
7
Y
Yes
0
4
2
80
1
19
4
3
3
1
1
1
50
No
Travel_Rarely
1,190
Research & Development
40
2
Human Resources
1
3,071
1
Male
36
4
1
Research Director
4
Single
1,987
43,714
7
Y
No
20
4
1
80
2
39
4
3
26
16
7
3
44
Yes
Travel_Frequently
1,125
Hardware
46
3
Life Sciences
1
3,072
4
Male
118
1
5
Research Scientist
1
Married
37,439
262,073
5
Y
Yes
19
1
4
80
3
1
3
1
1
1
1
1
28
Yes
Travel_Rarely
1,067
Human Resources
49
3
Human Resources
1
3,073
2
Male
93
4
2
Manufacturing Director
2
Married
2,765
11,060
1
Y
No
36
2
1
80
4
19
3
1
15
13
11
9
24
Yes
Travel_Rarely
1,470
Support
39
1
Life Sciences
1
3,074
2
Male
131
4
2
Research Director
2
Married
24,183
580,392
1
Y
Yes
45
4
2
80
4
16
2
1
2
1
2
2
30
No
Non-Travel
382
Hardware
19
5
Life Sciences
1
3,075
4
Female
85
4
5
Sales Representative
2
Married
14,630
336,490
1
Y
No
36
2
4
80
2
14
6
2
11
10
11
9
39
No
Travel_Frequently
1,332
Hardware
25
5
Technical Degree
1
3,076
3
Male
71
4
4
Manufacturing Director
1
Divorced
44,948
629,272
6
Y
Yes
7
3
4
80
2
39
5
4
26
18
12
4
39
No
Travel_Frequently
697
Hardware
6
3
Human Resources
1
3,077
1
Female
162
3
3
Human Resources
4
Divorced
13,086
300,978
2
Y
Yes
14
3
1
80
4
13
2
1
4
3
4
1
30
Yes
Travel_Rarely
115
Hardware
29
3
Life Sciences
1
3,078
4
Male
92
1
1
Healthcare Representative
2
Single
24,779
396,464
3
Y
No
7
4
1
80
2
37
5
2
6
5
6
3
48
Yes
Non-Travel
426
Human Resources
13
1
Medical
1
3,079
4
Male
68
2
1
Healthcare Representative
1
Divorced
39,019
507,247
4
Y
Yes
26
3
4
80
4
12
3
2
12
1
1
5
34
No
Travel_Rarely
170
Support
2
1
Medical
1
3,080
4
Female
51
3
4
Laboratory Technician
1
Divorced
41,275
495,300
4
Y
Yes
15
2
4
80
2
6
4
1
4
4
2
4
42
Yes
Travel_Frequently
1,038
Research & Development
30
4
Medical
1
3,081
1
Female
97
1
2
Developer
2
Divorced
18,793
263,102
6
Y
No
10
1
2
80
3
36
3
4
25
12
22
4
43
Yes
Travel_Rarely
1,483
Support
15
3
Human Resources
1
3,082
1
Female
60
1
4
Research Scientist
1
Divorced
48,097
1,106,231
3
Y
Yes
28
4
4
80
4
9
6
3
4
1
2
4
18
No
Travel_Rarely
1,037
Hardware
49
2
Life Sciences
1
3,083
2
Male
81
3
5
Sales Representative
4
Married
40,787
1,182,823
4
Y
Yes
44
3
3
80
4
33
2
4
20
7
3
6
50
Yes
Travel_Rarely
1,140
Software
43
5
Life Sciences
1
3,084
3
Female
187
3
3
Manufacturing Director
4
Married
21,338
192,042
4
Y
Yes
19
1
4
80
4
10
4
2
1
1
1
1
47
No
Travel_Frequently
255
Research & Development
48
4
Marketing
1
3,085
3
Male
182
1
4
Research Director
4
Divorced
49,314
295,884
4
Y
Yes
45
4
3
80
2
8
3
2
8
2
7
6
31
Yes
Travel_Rarely
337
Human Resources
8
2
Marketing
1
3,086
1
Female
39
1
4
Laboratory Technician
1
Married
8,416
33,664
0
Y
No
3
2
4
80
1
20
4
4
18
6
6
7
26
No
Non-Travel
929
Research & Development
33
5
Medical
1
3,087
2
Female
91
3
2
Research Scientist
3
Married
29,366
58,732
8
Y
Yes
41
1
3
80
1
9
6
4
6
6
1
6
56
No
Non-Travel
1,011
Hardware
5
1
Technical Degree
1
3,088
1
Male
45
2
2
Human Resources
4
Single
21,707
586,089
4
Y
Yes
19
1
4
80
3
17
4
4
15
6
8
11
34
No
Travel_Rarely
800
Sales
19
4
Marketing
1
3,089
2
Male
141
3
4
Manufacturing Director
4
Married
18,111
452,775
0
Y
No
46
2
4
80
4
7
3
4
5
5
1
3
32
No
Non-Travel
1,162
Software
42
2
Life Sciences
1
3,090
2
Female
131
3
5
Healthcare Representative
4
Married
31,586
473,790
4
Y
No
14
1
3
80
2
20
1
4
6
5
1
6
19
No
Travel_Rarely
419
Sales
35
5
Marketing
1
3,091
4
Male
193
4
1
Manufacturing Director
1
Single
41,584
790,096
0
Y
Yes
38
3
2
80
1
11
2
3
2
1
1
2
60
Yes
Travel_Frequently
1,095
Human Resources
2
2
Other
1
3,092
3
Female
82
4
5
Healthcare Representative
4
Divorced
26,070
104,280
0
Y
Yes
30
3
4
80
4
30
1
4
28
5
7
5
59
No
Non-Travel
985
Hardware
19
1
Marketing
1
3,093
3
Male
190
3
5
Manufacturing Director
3
Married
37,521
337,689
4
Y
No
1
3
4
80
3
12
2
4
6
6
2
5
39
Yes
Travel_Rarely
891
Hardware
26
4
Life Sciences
1
3,094
3
Female
119
4
2
Sales Representative
1
Single
16,750
184,250
6
Y
Yes
29
2
1
80
2
7
5
2
2
2
1
2
18
No
Non-Travel
185
Human Resources
41
4
Medical
1
3,095
2
Female
69
1
2
Sales Executive
2
Divorced
37,750
302,000
6
Y
Yes
7
3
3
80
3
23
4
1
3
3
3
3
35
No
Non-Travel
660
Hardware
45
5
Marketing
1
3,096
1
Female
59
2
3
Human Resources
2
Divorced
33,203
996,090
3
Y
No
42
3
2
80
1
5
2
3
4
3
1
1
54
No
Non-Travel
910
Research & Development
48
5
Medical
1
3,097
3
Female
88
3
1
Sales Executive
2
Single
46,103
1,383,090
5
Y
No
21
1
4
80
1
32
2
1
8
8
7
7
18
No
Travel_Rarely
1,404
Sales
8
3
Technical Degree
1
3,098
3
Male
136
1
1
Sales Representative
4
Single
10,562
105,620
6
Y
Yes
13
3
4
80
1
29
4
4
5
2
4
3
31
Yes
Travel_Rarely
362
Sales
14
5
Medical
1
3,099
2
Male
192
1
1
Manufacturing Director
3
Married
10,259
174,403
3
Y
No
21
1
1
80
1
12
3
1
1
1
1
1
36
Yes
Travel_Frequently
497
Support
30
2
Marketing
1
3,100
1
Male
64
4
4
Research Director
3
Single
37,440
861,120
5
Y
No
32
4
2
80
4
18
4
4
8
1
7
5