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
34
Yes
Travel_Rarely
261
Human Resources
7
3
Other
1
4,301
1
Female
141
4
1
Developer
4
Married
39,070
390,700
5
Y
Yes
44
4
3
80
4
23
4
4
9
6
4
5
50
Yes
Travel_Frequently
1,067
Software
7
3
Human Resources
1
4,302
3
Male
101
4
5
Human Resources
1
Married
2,936
70,464
1
Y
No
17
2
4
80
1
8
6
2
3
2
1
3
60
No
Travel_Rarely
880
Hardware
45
2
Human Resources
1
4,303
2
Female
169
1
1
Healthcare Representative
1
Married
42,839
1,242,331
8
Y
No
30
2
2
80
3
18
4
4
6
2
6
5
44
Yes
Travel_Frequently
505
Human Resources
16
2
Life Sciences
1
4,304
1
Male
125
1
2
Human Resources
2
Divorced
45,626
547,512
2
Y
Yes
7
4
4
80
3
25
1
2
20
19
13
13
29
Yes
Travel_Frequently
413
Human Resources
20
5
Other
1
4,305
1
Male
52
1
3
Sales Executive
1
Divorced
1,015
2,030
7
Y
No
28
4
3
80
2
1
4
3
1
1
1
1
24
Yes
Travel_Rarely
1,253
Hardware
30
4
Medical
1
4,306
3
Female
159
4
4
Sales Representative
3
Divorced
25,395
507,900
6
Y
No
7
4
2
80
1
15
2
3
3
1
1
1
38
No
Travel_Rarely
996
Sales
17
3
Human Resources
1
4,307
1
Female
128
3
2
Human Resources
2
Single
34,069
1,022,070
2
Y
No
14
4
3
80
2
4
3
3
4
3
3
4
43
Yes
Travel_Rarely
1,333
Human Resources
47
4
Other
1
4,308
4
Male
185
3
2
Sales Representative
1
Divorced
19,615
235,380
6
Y
Yes
46
3
4
80
2
30
1
4
8
7
2
4
25
No
Travel_Rarely
966
Software
7
1
Medical
1
4,309
3
Male
121
1
3
Sales Executive
4
Single
37,451
224,706
2
Y
Yes
49
4
2
80
3
31
3
1
17
4
10
3
22
Yes
Non-Travel
497
Hardware
2
4
Human Resources
1
4,310
4
Female
56
3
3
Sales Representative
2
Married
8,139
24,417
8
Y
Yes
13
4
3
80
2
40
4
4
26
9
19
10
26
Yes
Travel_Frequently
1,043
Software
33
2
Technical Degree
1
4,311
3
Female
44
4
3
Human Resources
2
Divorced
7,735
30,940
6
Y
Yes
49
1
3
80
4
14
6
4
13
1
13
6
45
Yes
Travel_Frequently
297
Human Resources
40
2
Technical Degree
1
4,312
1
Male
88
4
4
Healthcare Representative
3
Single
36,462
656,316
1
Y
No
31
1
2
80
1
11
5
2
6
2
6
6
23
Yes
Travel_Rarely
950
Hardware
23
3
Other
1
4,313
4
Female
176
3
1
Research Director
2
Single
14,279
199,906
4
Y
Yes
34
1
1
80
3
3
5
2
2
2
1
1
30
Yes
Travel_Rarely
571
Research & Development
36
5
Life Sciences
1
4,314
4
Male
70
4
3
Manufacturing Director
3
Married
22,040
198,360
8
Y
Yes
13
4
3
80
1
9
6
4
1
1
1
1
44
Yes
Travel_Frequently
261
Research & Development
16
2
Life Sciences
1
4,315
3
Female
56
2
2
Research Scientist
3
Married
14,823
266,814
4
Y
No
0
2
4
80
3
4
6
4
2
1
2
2
45
Yes
Travel_Frequently
355
Sales
40
1
Other
1
4,316
2
Male
92
4
1
Healthcare Representative
3
Single
20,969
314,535
2
Y
Yes
11
1
4
80
3
6
2
1
3
1
3
2
34
No
Travel_Rarely
813
Software
32
3
Medical
1
4,317
3
Female
89
2
1
Developer
1
Divorced
25,969
727,132
3
Y
Yes
22
3
1
80
2
17
5
4
11
9
9
10
49
Yes
Non-Travel
381
Support
25
4
Life Sciences
1
4,318
3
Male
32
4
1
Human Resources
4
Divorced
34,697
693,940
1
Y
Yes
18
4
4
80
4
39
5
2
35
25
24
20
45
No
Non-Travel
1,351
Software
5
5
Life Sciences
1
4,319
1
Male
158
1
5
Laboratory Technician
4
Married
21,991
329,865
4
Y
No
6
4
1
80
3
35
6
3
8
1
6
6
34
Yes
Travel_Frequently
449
Sales
50
4
Medical
1
4,320
2
Male
180
2
1
Human Resources
2
Married
48,964
685,496
1
Y
Yes
14
1
4
80
4
38
6
1
35
4
10
35
39
No
Travel_Frequently
648
Research & Development
33
5
Other
1
4,321
2
Male
98
1
1
Research Director
3
Divorced
47,894
1,005,774
5
Y
No
5
3
3
80
2
3
3
3
2
1
2
2
56
Yes
Travel_Frequently
759
Sales
30
1
Human Resources
1
4,322
1
Male
69
4
2
Manager
1
Divorced
9,656
241,400
5
Y
No
14
3
4
80
3
14
3
4
5
4
1
2
35
No
Travel_Frequently
479
Human Resources
36
2
Medical
1
4,323
4
Male
124
2
4
Laboratory Technician
3
Married
45,168
180,672
3
Y
Yes
44
4
2
80
2
7
4
2
7
3
5
6
51
No
Travel_Frequently
1,175
Support
5
2
Marketing
1
4,324
2
Male
148
2
3
Research Scientist
1
Married
2,766
41,490
0
Y
Yes
46
2
2
80
3
12
4
3
12
3
9
2
47
No
Travel_Frequently
173
Sales
3
1
Human Resources
1
4,325
4
Female
157
1
3
Research Director
1
Divorced
1,182
7,092
5
Y
No
32
4
3
80
4
34
6
4
31
28
4
24
50
Yes
Travel_Rarely
1,207
Sales
33
4
Medical
1
4,326
3
Male
197
4
2
Developer
3
Single
18,131
507,668
1
Y
No
8
1
2
80
1
16
2
3
8
6
1
8
21
Yes
Travel_Frequently
1,435
Support
44
5
Medical
1
4,327
2
Male
158
2
5
Manager
2
Single
45,642
1,277,976
1
Y
Yes
16
2
4
80
3
29
1
2
8
6
1
2
23
No
Non-Travel
996
Human Resources
6
1
Other
1
4,328
1
Female
65
1
2
Sales Representative
2
Single
39,161
156,644
4
Y
No
43
1
3
80
2
38
1
4
12
8
5
7
29
No
Travel_Rarely
458
Hardware
5
2
Other
1
4,329
1
Female
175
1
2
Sales Executive
2
Married
30,057
450,855
3
Y
Yes
23
1
1
80
4
7
5
4
2
1
1
2
35
No
Travel_Rarely
1,179
Sales
6
1
Human Resources
1
4,330
4
Female
125
4
2
Manufacturing Director
4
Married
13,219
79,314
0
Y
Yes
36
2
2
80
2
2
4
1
2
1
2
1
23
Yes
Travel_Frequently
725
Support
28
1
Marketing
1
4,331
4
Male
46
4
2
Research Director
4
Divorced
38,656
270,592
3
Y
Yes
43
2
1
80
3
13
1
4
6
1
5
2
51
No
Non-Travel
1,212
Support
14
3
Technical Degree
1
4,332
4
Male
109
4
1
Manager
2
Single
19,863
357,534
8
Y
Yes
42
2
2
80
4
28
5
2
5
1
2
1
38
No
Travel_Rarely
402
Human Resources
5
3
Other
1
4,333
3
Female
137
3
5
Healthcare Representative
3
Single
41,680
1,083,680
0
Y
Yes
46
3
3
80
2
18
3
1
11
6
9
8
49
No
Travel_Frequently
333
Research & Development
29
5
Other
1
4,334
3
Female
131
4
2
Manufacturing Director
2
Divorced
16,620
415,500
3
Y
Yes
45
1
2
80
1
19
5
2
12
3
7
1
49
No
Travel_Rarely
1,037
Human Resources
18
4
Life Sciences
1
4,335
1
Female
61
2
5
Sales Executive
4
Married
14,502
348,048
0
Y
Yes
28
1
3
80
4
24
5
3
10
2
9
1
59
Yes
Travel_Frequently
1,469
Human Resources
10
1
Other
1
4,336
2
Male
84
3
1
Manufacturing Director
2
Married
4,490
31,430
5
Y
No
11
4
2
80
3
36
5
2
35
18
18
7
43
Yes
Travel_Rarely
565
Support
49
4
Life Sciences
1
4,337
2
Male
84
4
1
Laboratory Technician
1
Single
8,497
144,449
4
Y
No
5
4
3
80
4
19
2
2
13
2
9
5
36
No
Travel_Rarely
514
Hardware
41
4
Human Resources
1
4,338
3
Female
94
4
1
Manufacturing Director
4
Married
17,859
464,334
7
Y
No
23
3
4
80
3
14
5
3
3
2
3
2
34
Yes
Travel_Frequently
1,233
Software
19
4
Technical Degree
1
4,339
2
Male
32
3
1
Research Scientist
2
Married
22,115
574,990
1
Y
No
21
3
1
80
3
12
3
4
2
2
2
1
58
No
Travel_Frequently
1,233
Support
14
3
Medical
1
4,340
3
Female
194
1
2
Research Director
1
Single
6,025
42,175
1
Y
Yes
37
2
1
80
2
38
5
2
29
6
16
3
26
Yes
Travel_Rarely
340
Software
14
2
Other
1
4,341
4
Male
146
4
3
Sales Executive
3
Divorced
33,081
198,486
8
Y
No
48
4
2
80
1
13
3
4
2
2
2
1
25
No
Non-Travel
1,096
Software
33
4
Marketing
1
4,342
2
Male
113
4
3
Research Director
3
Single
36,000
648,000
8
Y
No
2
2
1
80
4
34
6
2
23
11
21
6
55
No
Travel_Frequently
709
Human Resources
4
1
Technical Degree
1
4,343
4
Male
162
1
5
Healthcare Representative
2
Married
15,168
182,016
8
Y
No
7
4
4
80
4
27
1
4
2
1
1
2
32
Yes
Travel_Rarely
196
Software
23
3
Medical
1
4,344
2
Male
141
4
3
Sales Representative
2
Married
8,793
123,102
0
Y
No
38
4
2
80
1
9
2
4
5
3
1
5
47
No
Travel_Frequently
1,089
Human Resources
4
1
Medical
1
4,345
1
Male
102
3
3
Sales Executive
2
Married
25,476
636,900
3
Y
No
25
2
1
80
2
15
5
2
11
7
8
8
28
Yes
Travel_Frequently
271
Support
19
3
Other
1
4,346
3
Male
142
1
2
Healthcare Representative
4
Single
43,866
87,732
3
Y
No
19
3
4
80
1
18
6
2
4
3
3
2
38
No
Travel_Rarely
1,297
Sales
31
5
Medical
1
4,347
2
Female
184
3
3
Sales Representative
2
Married
10,660
181,220
4
Y
No
0
1
3
80
2
6
6
2
3
3
3
1
49
Yes
Travel_Frequently
452
Research & Development
2
5
Life Sciences
1
4,348
1
Female
145
4
3
Sales Executive
3
Married
48,923
978,460
2
Y
Yes
30
1
1
80
3
8
2
2
8
5
3
2
19
No
Travel_Frequently
1,212
Software
25
3
Human Resources
1
4,349
3
Female
174
3
5
Research Director
2
Married
43,038
903,798
6
Y
Yes
20
3
3
80
1
26
5
3
17
12
5
7
21
Yes
Travel_Frequently
897
Support
11
3
Life Sciences
1
4,350
2
Male
178
2
5
Sales Executive
1
Single
4,760
133,280
8
Y
Yes
38
4
4
80
1
7
2
2
6
4
3
5
30
Yes
Travel_Frequently
1,113
Sales
14
5
Human Resources
1
4,351
3
Female
96
2
3
Human Resources
1
Divorced
10,018
140,252
7
Y
No
5
3
3
80
1
9
4
3
9
6
8
6
40
Yes
Travel_Rarely
604
Support
46
3
Other
1
4,352
3
Female
134
3
5
Laboratory Technician
2
Single
7,321
212,309
6
Y
Yes
1
4
3
80
2
30
5
1
12
8
8
1
60
No
Non-Travel
1,384
Support
12
3
Other
1
4,353
3
Male
166
2
4
Sales Representative
3
Married
42,785
128,355
1
Y
No
37
2
3
80
2
11
6
2
2
2
2
2
35
No
Travel_Rarely
1,278
Hardware
7
1
Technical Degree
1
4,354
3
Female
152
4
4
Human Resources
3
Single
21,683
325,245
3
Y
No
40
3
3
80
4
9
6
1
6
6
2
3
18
Yes
Travel_Frequently
1,370
Human Resources
10
5
Technical Degree
1
4,355
4
Female
77
4
2
Sales Executive
4
Married
32,684
163,420
4
Y
No
33
3
4
80
3
28
5
3
15
2
9
2
21
Yes
Travel_Frequently
1,434
Software
50
4
Human Resources
1
4,356
2
Male
164
2
2
Developer
1
Married
15,135
196,755
3
Y
Yes
14
1
3
80
2
30
1
3
3
2
2
3
28
Yes
Travel_Frequently
325
Sales
23
2
Other
1
4,357
1
Male
172
2
1
Human Resources
2
Single
46,234
508,574
5
Y
No
9
2
4
80
3
12
3
2
10
10
9
6
34
No
Travel_Rarely
313
Hardware
48
4
Other
1
4,358
4
Female
33
4
5
Developer
2
Single
49,049
1,275,274
8
Y
Yes
19
3
1
80
1
20
2
4
9
8
5
9
51
No
Travel_Rarely
919
Hardware
20
1
Medical
1
4,359
1
Male
121
3
2
Sales Executive
2
Married
12,212
280,876
2
Y
Yes
39
2
1
80
1
40
3
2
30
3
3
10
21
Yes
Non-Travel
715
Human Resources
44
1
Life Sciences
1
4,360
2
Female
37
2
2
Manager
2
Divorced
21,727
651,810
4
Y
Yes
4
1
4
80
1
1
5
3
1
1
1
1
59
Yes
Non-Travel
737
Hardware
44
1
Life Sciences
1
4,361
1
Male
134
4
5
Healthcare Representative
3
Single
16,748
234,472
1
Y
Yes
4
1
2
80
2
34
6
2
8
5
5
3
23
No
Travel_Frequently
183
Human Resources
27
3
Medical
1
4,362
4
Female
146
3
4
Healthcare Representative
2
Divorced
16,911
355,131
4
Y
Yes
49
2
4
80
1
32
5
2
25
22
20
9
33
No
Travel_Frequently
964
Sales
49
1
Medical
1
4,363
4
Male
34
4
2
Research Director
3
Single
4,861
19,444
1
Y
Yes
18
4
3
80
2
39
2
2
31
26
11
11
21
No
Travel_Rarely
983
Support
35
1
Other
1
4,364
4
Male
147
4
1
Manufacturing Director
1
Married
25,143
553,146
1
Y
Yes
49
3
3
80
1
16
3
3
3
3
1
2
48
No
Travel_Rarely
173
Human Resources
8
3
Technical Degree
1
4,365
4
Male
134
3
2
Sales Representative
2
Married
49,381
493,810
7
Y
No
10
4
1
80
3
12
5
2
10
2
7
3
37
Yes
Travel_Frequently
993
Sales
24
2
Other
1
4,366
1
Female
167
4
3
Human Resources
4
Single
17,671
477,117
8
Y
No
0
3
1
80
2
34
3
1
23
11
9
21
44
No
Travel_Rarely
306
Research & Development
31
1
Human Resources
1
4,367
2
Male
177
4
1
Developer
4
Divorced
10,689
128,268
1
Y
No
12
4
3
80
1
30
2
1
18
15
14
6
37
Yes
Travel_Rarely
847
Sales
19
2
Marketing
1
4,368
4
Female
158
1
3
Healthcare Representative
3
Single
15,074
105,518
7
Y
No
3
4
1
80
4
1
2
3
1
1
1
1
34
Yes
Travel_Rarely
472
Sales
25
5
Marketing
1
4,369
2
Female
32
1
4
Manufacturing Director
4
Divorced
23,218
626,886
7
Y
No
19
1
2
80
2
32
3
2
17
10
8
10
52
Yes
Non-Travel
1,360
Hardware
36
4
Other
1
4,370
4
Male
34
4
2
Sales Executive
2
Divorced
5,306
100,814
4
Y
No
33
1
1
80
2
39
4
1
6
3
1
1
24
No
Travel_Rarely
752
Human Resources
15
2
Other
1
4,371
2
Male
188
4
4
Laboratory Technician
2
Single
7,147
35,735
8
Y
No
33
1
1
80
2
34
4
4
7
5
1
4
34
Yes
Travel_Rarely
656
Software
4
3
Life Sciences
1
4,372
1
Female
110
2
5
Manufacturing Director
1
Married
28,337
141,685
4
Y
No
36
1
1
80
3
2
5
3
1
1
1
1
41
Yes
Travel_Frequently
734
Software
24
4
Life Sciences
1
4,373
3
Female
187
3
5
Healthcare Representative
3
Married
16,225
97,350
0
Y
No
36
4
4
80
3
9
4
3
4
4
2
1
44
No
Travel_Rarely
756
Human Resources
38
3
Human Resources
1
4,374
1
Female
57
3
5
Sales Representative
1
Divorced
7,085
155,870
2
Y
No
43
4
2
80
3
28
3
2
24
20
4
14
25
Yes
Non-Travel
264
Human Resources
15
5
Medical
1
4,375
2
Female
144
4
4
Research Scientist
2
Married
45,172
722,752
5
Y
Yes
43
1
1
80
3
30
2
2
14
3
2
5
33
Yes
Non-Travel
117
Human Resources
38
5
Medical
1
4,376
1
Female
30
1
2
Healthcare Representative
3
Single
16,830
201,960
7
Y
Yes
37
1
3
80
1
19
2
2
8
6
3
7
58
Yes
Travel_Frequently
447
Sales
10
2
Medical
1
4,377
4
Male
151
4
1
Manufacturing Director
1
Single
32,583
651,660
8
Y
Yes
35
4
4
80
4
3
6
2
3
2
3
1
43
Yes
Travel_Rarely
800
Sales
44
5
Marketing
1
4,378
4
Female
36
4
2
Healthcare Representative
3
Married
47,783
238,915
1
Y
Yes
25
3
2
80
2
32
6
2
21
12
11
18
51
No
Travel_Rarely
465
Research & Development
21
2
Human Resources
1
4,379
2
Male
57
4
5
Laboratory Technician
1
Single
7,780
163,380
0
Y
No
4
4
3
80
3
16
4
1
15
10
8
2
48
Yes
Travel_Rarely
456
Support
9
2
Medical
1
4,380
2
Male
104
4
3
Manufacturing Director
1
Divorced
28,013
28,013
8
Y
No
40
4
2
80
4
9
3
4
8
4
6
7
34
Yes
Travel_Frequently
168
Research & Development
30
1
Technical Degree
1
4,381
1
Male
161
4
5
Human Resources
1
Married
42,542
1,021,008
2
Y
Yes
45
3
2
80
4
35
1
3
33
18
16
10
46
No
Travel_Frequently
1,295
Human Resources
34
2
Medical
1
4,382
4
Male
134
3
1
Developer
3
Married
36,407
837,361
2
Y
Yes
46
3
3
80
2
20
5
3
2
1
2
1
29
No
Travel_Frequently
492
Research & Development
24
5
Marketing
1
4,383
4
Female
95
1
4
Manager
2
Divorced
31,163
685,586
5
Y
Yes
36
4
2
80
3
12
2
2
11
4
4
8
35
No
Non-Travel
1,339
Software
4
5
Marketing
1
4,384
2
Male
200
4
1
Healthcare Representative
4
Married
47,868
1,148,832
4
Y
Yes
46
1
1
80
3
20
6
2
4
1
4
4
48
No
Travel_Frequently
1,152
Sales
6
2
Other
1
4,385
3
Male
95
1
3
Research Scientist
3
Divorced
34,758
938,466
6
Y
Yes
34
4
3
80
3
25
1
4
12
3
11
12
52
No
Travel_Rarely
820
Human Resources
46
4
Life Sciences
1
4,386
4
Male
87
3
5
Laboratory Technician
2
Divorced
15,410
231,150
3
Y
Yes
33
3
4
80
2
39
6
1
8
8
7
7
56
Yes
Travel_Frequently
995
Research & Development
3
2
Technical Degree
1
4,387
3
Female
164
1
3
Sales Representative
4
Divorced
38,278
421,058
2
Y
Yes
35
1
2
80
3
20
3
1
17
10
4
17
32
No
Travel_Frequently
931
Hardware
26
3
Other
1
4,388
3
Male
127
2
4
Developer
1
Married
6,373
159,325
3
Y
Yes
21
1
2
80
2
18
1
2
16
11
11
2
23
No
Non-Travel
1,124
Software
25
5
Life Sciences
1
4,389
3
Female
188
3
2
Healthcare Representative
2
Single
31,141
373,692
1
Y
No
14
2
4
80
4
27
3
2
5
2
4
4
32
Yes
Non-Travel
473
Research & Development
25
2
Human Resources
1
4,390
2
Male
158
4
1
Sales Executive
2
Divorced
22,411
336,165
8
Y
No
19
2
1
80
3
4
2
3
3
1
3
1
50
Yes
Non-Travel
1,497
Sales
22
1
Technical Degree
1
4,391
2
Female
42
3
1
Human Resources
4
Single
34,946
489,244
8
Y
Yes
11
2
1
80
2
8
3
1
1
1
1
1
38
No
Travel_Frequently
521
Research & Development
35
5
Human Resources
1
4,392
2
Female
99
1
2
Developer
1
Single
45,468
863,892
3
Y
No
0
2
3
80
3
40
1
4
3
3
2
1
47
Yes
Travel_Rarely
213
Hardware
50
1
Medical
1
4,393
2
Male
75
4
1
Laboratory Technician
2
Single
14,193
425,790
2
Y
Yes
6
1
1
80
2
29
4
1
20
5
9
20
37
Yes
Travel_Rarely
957
Research & Development
43
3
Other
1
4,394
1
Male
93
4
4
Developer
3
Divorced
14,413
345,912
3
Y
Yes
10
3
3
80
1
16
4
1
2
1
2
1
59
Yes
Travel_Frequently
890
Research & Development
45
4
Life Sciences
1
4,395
3
Female
73
1
4
Healthcare Representative
3
Divorced
18,441
221,292
0
Y
No
30
1
2
80
4
11
1
3
10
1
3
1
46
Yes
Travel_Rarely
1,077
Human Resources
33
1
Medical
1
4,396
4
Male
46
2
2
Sales Executive
2
Single
49,526
1,485,780
1
Y
Yes
4
3
1
80
2
36
5
4
26
11
24
9
26
No
Non-Travel
230
Research & Development
29
4
Human Resources
1
4,397
2
Male
104
1
4
Sales Representative
4
Married
16,859
219,167
8
Y
Yes
16
4
4
80
1
7
2
3
4
1
3
1
55
Yes
Travel_Frequently
1,426
Hardware
20
4
Human Resources
1
4,398
1
Male
159
1
5
Research Director
2
Married
4,524
4,524
4
Y
Yes
5
1
2
80
1
14
6
1
10
8
10
1
19
Yes
Travel_Rarely
1,096
Research & Development
7
4
Marketing
1
4,399
1
Male
192
2
3
Manager
1
Divorced
48,587
1,117,501
1
Y
Yes
25
1
2
80
4
11
4
2
1
1
1
1
30
Yes
Non-Travel
170
Sales
36
2
Technical Degree
1
4,400
1
Female
173
1
2
Research Director
4
Divorced
38,318
804,678
6
Y
No
22
2
1
80
2
9
5
1
2
1
2
1