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
18
No
Travel_Rarely
328
Research & Development
38
1
Medical
1
1,301
2
Male
43
3
4
Developer
1
Single
40,147
843,087
6
Y
No
11
2
4
80
2
34
5
3
13
5
4
1
50
No
Travel_Frequently
107
Research & Development
48
4
Life Sciences
1
1,302
4
Male
75
2
4
Human Resources
2
Single
39,345
590,175
8
Y
Yes
43
3
2
80
4
15
1
2
8
4
5
2
33
No
Non-Travel
119
Support
12
4
Technical Degree
1
1,303
2
Male
110
2
2
Human Resources
4
Married
37,673
489,749
6
Y
No
23
3
4
80
1
13
6
4
8
5
3
7
18
Yes
Travel_Frequently
1,219
Support
11
5
Human Resources
1
1,304
3
Female
165
2
2
Research Director
2
Single
12,689
317,225
8
Y
Yes
39
1
4
80
1
23
1
1
16
14
8
12
29
Yes
Non-Travel
973
Hardware
22
4
Marketing
1
1,305
1
Female
103
1
5
Research Director
1
Married
2,844
34,128
0
Y
No
13
4
2
80
4
7
3
4
2
2
1
1
21
Yes
Travel_Rarely
1,417
Research & Development
10
5
Human Resources
1
1,306
1
Male
129
2
5
Human Resources
2
Single
12,514
362,906
6
Y
No
6
2
3
80
1
11
1
3
1
1
1
1
59
No
Travel_Frequently
1,241
Software
14
3
Medical
1
1,307
3
Female
133
2
2
Manager
4
Married
29,041
755,066
2
Y
No
14
3
4
80
2
34
4
3
6
5
6
3
30
No
Travel_Rarely
493
Software
40
5
Medical
1
1,308
3
Male
194
4
1
Manager
4
Single
12,201
61,005
8
Y
Yes
47
3
2
80
1
39
3
3
11
3
5
2
26
No
Travel_Rarely
992
Sales
38
4
Life Sciences
1
1,309
3
Male
35
3
4
Manager
1
Divorced
39,609
1,069,443
1
Y
Yes
45
2
4
80
1
22
1
4
14
12
9
10
30
No
Non-Travel
1,054
Research & Development
25
4
Other
1
1,310
4
Male
75
4
5
Manufacturing Director
2
Married
23,453
164,171
6
Y
No
34
4
1
80
2
3
5
4
1
1
1
1
27
Yes
Travel_Frequently
1,028
Human Resources
40
4
Other
1
1,311
4
Male
129
2
5
Healthcare Representative
2
Married
17,903
519,187
5
Y
Yes
49
2
1
80
1
33
1
3
19
1
14
13
34
No
Travel_Frequently
1,164
Sales
16
3
Life Sciences
1
1,312
2
Male
127
4
2
Manager
4
Single
41,481
456,291
2
Y
No
16
1
3
80
3
34
1
2
24
16
6
15
54
Yes
Travel_Rarely
587
Support
18
4
Other
1
1,313
1
Female
103
2
2
Human Resources
4
Divorced
1,601
40,025
1
Y
Yes
35
3
2
80
1
9
2
3
2
1
1
2
43
Yes
Travel_Rarely
750
Sales
42
5
Technical Degree
1
1,314
2
Male
33
3
1
Research Director
3
Divorced
27,114
406,710
3
Y
Yes
18
2
1
80
4
8
6
4
8
4
7
8
42
Yes
Non-Travel
482
Hardware
32
2
Human Resources
1
1,315
3
Male
47
1
4
Healthcare Representative
1
Divorced
39,715
834,015
7
Y
Yes
39
2
2
80
2
24
3
2
2
2
1
2
33
No
Travel_Frequently
347
Software
8
1
Other
1
1,316
3
Male
154
3
5
Laboratory Technician
3
Married
43,003
1,075,075
7
Y
No
26
4
1
80
4
23
6
2
2
1
1
1
48
Yes
Travel_Frequently
637
Hardware
13
5
Marketing
1
1,317
3
Male
69
1
3
Sales Executive
4
Married
23,227
557,448
1
Y
Yes
10
3
3
80
4
32
6
4
11
1
5
8
44
Yes
Travel_Rarely
551
Human Resources
19
3
Other
1
1,318
1
Male
139
2
1
Sales Executive
2
Single
23,616
70,848
0
Y
No
4
4
2
80
1
31
6
3
13
4
2
2
35
No
Non-Travel
876
Software
16
1
Marketing
1
1,319
1
Male
49
2
5
Sales Executive
3
Married
12,799
89,593
2
Y
No
5
2
2
80
3
25
4
2
18
12
18
16
38
No
Travel_Rarely
1,081
Support
33
3
Life Sciences
1
1,320
4
Female
191
1
1
Human Resources
3
Divorced
21,210
169,680
8
Y
Yes
22
1
3
80
3
12
3
2
5
1
4
4
20
Yes
Travel_Rarely
220
Human Resources
46
3
Marketing
1
1,321
4
Male
126
3
1
Developer
3
Single
49,493
1,237,325
0
Y
No
3
1
4
80
3
10
6
2
6
1
1
4
50
Yes
Non-Travel
112
Human Resources
41
3
Other
1
1,322
4
Female
181
3
1
Sales Executive
2
Single
32,464
389,568
4
Y
Yes
10
2
2
80
4
23
5
2
5
2
4
4
19
Yes
Non-Travel
1,453
Sales
19
5
Other
1
1,323
1
Male
180
1
4
Developer
4
Married
46,929
187,716
4
Y
Yes
25
4
4
80
1
39
2
2
17
5
3
13
51
Yes
Travel_Rarely
485
Hardware
12
5
Human Resources
1
1,324
2
Male
41
1
5
Manufacturing Director
4
Single
22,973
528,379
2
Y
No
40
3
3
80
3
3
3
2
1
1
1
1
60
Yes
Travel_Rarely
1,496
Sales
29
5
Technical Degree
1
1,325
1
Male
152
4
4
Human Resources
2
Single
25,840
646,000
8
Y
No
31
1
4
80
2
8
1
2
1
1
1
1
60
Yes
Travel_Frequently
336
Human Resources
39
3
Technical Degree
1
1,326
2
Male
128
4
1
Human Resources
4
Married
29,265
204,855
7
Y
No
47
2
3
80
2
12
5
3
1
1
1
1
30
No
Travel_Rarely
281
Sales
39
3
Other
1
1,327
2
Female
75
2
4
Healthcare Representative
1
Divorced
14,429
115,432
3
Y
No
46
2
3
80
2
21
3
1
18
12
6
11
60
Yes
Travel_Rarely
679
Support
18
4
Human Resources
1
1,328
3
Female
121
3
3
Healthcare Representative
2
Single
30,564
336,204
1
Y
No
31
1
4
80
2
7
1
3
7
3
2
2
29
No
Non-Travel
932
Support
47
5
Technical Degree
1
1,329
1
Male
42
1
2
Manufacturing Director
2
Single
50,498
1,009,960
3
Y
No
38
1
1
80
2
19
4
3
19
4
9
14
52
No
Travel_Rarely
1,164
Human Resources
40
3
Life Sciences
1
1,330
2
Female
193
2
3
Sales Executive
2
Single
44,948
269,688
8
Y
Yes
7
4
1
80
2
1
1
3
1
1
1
1
21
Yes
Travel_Rarely
1,060
Hardware
33
4
Life Sciences
1
1,331
4
Male
79
3
1
Healthcare Representative
4
Married
33,765
675,300
1
Y
Yes
1
1
4
80
2
35
1
3
35
27
12
11
41
Yes
Travel_Frequently
449
Support
6
2
Technical Degree
1
1,332
3
Female
179
4
1
Sales Executive
2
Married
17,124
291,108
1
Y
Yes
7
4
3
80
4
28
5
4
9
6
3
1
47
Yes
Travel_Rarely
483
Sales
46
5
Other
1
1,333
3
Female
79
3
1
Developer
4
Single
39,318
1,179,540
0
Y
No
46
3
2
80
3
37
4
2
22
11
7
4
39
No
Travel_Frequently
1,117
Sales
11
2
Marketing
1
1,334
4
Male
83
1
1
Manufacturing Director
1
Divorced
27,483
714,558
6
Y
No
15
3
3
80
1
38
5
2
18
3
10
7
30
Yes
Travel_Frequently
669
Research & Development
17
1
Human Resources
1
1,335
4
Female
184
4
2
Developer
4
Single
15,638
437,864
5
Y
No
44
1
3
80
3
36
6
1
25
8
4
23
19
No
Non-Travel
1,261
Human Resources
39
4
Human Resources
1
1,336
2
Male
100
1
5
Developer
3
Married
14,634
175,608
2
Y
No
45
2
3
80
2
21
1
2
15
6
2
1
48
No
Travel_Frequently
918
Research & Development
41
3
Marketing
1
1,337
1
Female
149
3
5
Healthcare Representative
2
Married
3,127
84,429
8
Y
Yes
20
4
1
80
3
19
1
3
13
1
6
9
46
No
Travel_Rarely
1,385
Software
30
5
Technical Degree
1
1,338
3
Female
171
3
2
Sales Executive
3
Married
16,102
161,020
7
Y
No
35
2
4
80
3
16
1
1
1
1
1
1
22
Yes
Travel_Frequently
874
Sales
28
4
Technical Degree
1
1,339
2
Male
40
1
5
Manager
3
Single
21,583
366,911
5
Y
Yes
47
4
3
80
3
17
4
3
11
2
9
7
47
Yes
Non-Travel
1,028
Human Resources
43
4
Medical
1
1,340
4
Female
75
2
3
Human Resources
3
Married
44,379
754,443
6
Y
Yes
8
3
1
80
4
10
1
4
4
2
1
4
20
Yes
Travel_Frequently
1,099
Human Resources
37
5
Marketing
1
1,341
4
Male
31
4
4
Human Resources
2
Single
37,563
375,630
8
Y
Yes
44
1
3
80
3
13
6
3
8
4
3
2
52
No
Non-Travel
470
Sales
8
1
Technical Degree
1
1,342
4
Female
147
1
4
Sales Representative
4
Single
28,013
812,377
6
Y
No
49
3
2
80
1
39
4
4
27
25
11
16
30
Yes
Non-Travel
778
Sales
44
2
Medical
1
1,343
1
Female
31
1
4
Manufacturing Director
2
Married
35,055
701,100
1
Y
Yes
7
1
1
80
1
3
4
4
2
2
2
2
36
No
Travel_Rarely
826
Human Resources
4
2
Medical
1
1,344
2
Female
131
3
4
Manufacturing Director
1
Married
9,921
228,183
5
Y
Yes
21
2
2
80
3
30
1
2
5
4
3
3
18
No
Travel_Rarely
407
Research & Development
3
2
Other
1
1,345
4
Female
65
4
3
Developer
2
Single
25,423
762,690
8
Y
Yes
11
2
2
80
1
28
2
3
24
13
20
16
37
Yes
Non-Travel
377
Support
33
3
Life Sciences
1
1,346
4
Female
105
1
5
Manufacturing Director
1
Single
7,621
121,936
5
Y
No
41
4
2
80
2
8
4
3
3
3
1
2
56
Yes
Travel_Rarely
824
Research & Development
29
4
Other
1
1,347
2
Male
171
1
2
Research Director
2
Single
45,029
225,145
1
Y
No
19
1
1
80
3
23
5
3
20
7
6
12
53
Yes
Travel_Rarely
759
Software
2
1
Medical
1
1,348
3
Female
39
2
4
Manufacturing Director
1
Single
2,564
33,332
5
Y
No
17
4
3
80
1
24
1
3
13
1
9
8
39
Yes
Non-Travel
125
Human Resources
19
2
Medical
1
1,349
3
Female
153
3
5
Research Director
4
Married
1,506
21,084
0
Y
Yes
29
1
2
80
4
15
3
2
13
8
3
10
35
No
Non-Travel
550
Hardware
20
5
Marketing
1
1,350
4
Male
134
4
5
Manager
1
Married
38,250
612,000
8
Y
No
47
2
4
80
1
3
1
3
3
1
1
2
26
No
Travel_Frequently
150
Research & Development
24
5
Medical
1
1,351
4
Male
69
1
2
Developer
4
Divorced
42,089
1,010,136
6
Y
No
8
4
1
80
1
39
2
4
37
15
20
33
37
No
Travel_Frequently
373
Research & Development
34
1
Other
1
1,352
2
Male
126
2
1
Research Scientist
4
Married
19,328
405,888
6
Y
Yes
43
1
2
80
3
4
4
3
1
1
1
1
50
No
Travel_Frequently
962
Support
33
4
Life Sciences
1
1,353
4
Female
179
4
3
Developer
2
Married
29,958
569,202
5
Y
No
29
4
3
80
4
40
2
3
6
6
2
1
20
Yes
Travel_Frequently
567
Research & Development
29
3
Marketing
1
1,354
4
Male
124
1
3
Human Resources
1
Married
16,356
278,052
3
Y
Yes
19
1
1
80
1
7
5
3
3
3
3
2
56
Yes
Travel_Frequently
1,296
Software
13
1
Other
1
1,355
2
Male
133
1
5
Sales Executive
1
Married
27,026
540,520
7
Y
Yes
25
1
1
80
4
20
4
2
8
6
2
6
44
Yes
Travel_Rarely
826
Support
15
5
Other
1
1,356
4
Male
73
3
3
Sales Representative
4
Single
43,413
651,195
1
Y
No
25
3
1
80
1
9
1
3
7
5
4
4
19
No
Travel_Frequently
931
Human Resources
25
4
Human Resources
1
1,357
1
Female
119
4
2
Laboratory Technician
1
Married
44,112
220,560
5
Y
Yes
1
2
3
80
4
8
3
1
2
1
2
1
32
No
Travel_Rarely
378
Sales
35
2
Human Resources
1
1,358
3
Male
127
1
2
Manager
2
Divorced
38,250
344,250
6
Y
Yes
44
3
1
80
1
35
2
1
11
3
9
2
38
Yes
Travel_Frequently
1,244
Support
46
4
Life Sciences
1
1,359
1
Female
86
1
2
Healthcare Representative
2
Married
31,930
95,790
2
Y
No
7
1
2
80
4
17
6
2
15
3
15
14
23
No
Non-Travel
397
Research & Development
37
5
Human Resources
1
1,360
3
Male
156
3
4
Laboratory Technician
3
Married
37,169
74,338
5
Y
No
2
4
3
80
2
4
4
1
4
4
1
4
52
Yes
Non-Travel
581
Research & Development
39
4
Medical
1
1,361
3
Female
200
2
1
Developer
1
Single
48,837
683,718
7
Y
No
25
2
1
80
1
7
2
4
4
1
4
1
39
No
Non-Travel
900
Research & Development
28
3
Life Sciences
1
1,362
4
Male
73
4
3
Sales Representative
4
Divorced
49,314
690,396
5
Y
No
37
3
4
80
3
31
1
1
18
16
1
12
56
No
Travel_Frequently
1,037
Software
26
1
Human Resources
1
1,363
1
Male
80
4
3
Manager
2
Divorced
3,781
45,372
2
Y
No
47
2
4
80
2
8
3
3
5
3
5
2
34
Yes
Travel_Frequently
158
Software
37
1
Technical Degree
1
1,364
1
Female
129
1
3
Research Director
1
Single
47,565
713,475
8
Y
No
14
3
2
80
1
25
6
2
23
21
23
21
55
Yes
Travel_Rarely
169
Sales
28
3
Other
1
1,365
3
Male
76
3
1
Research Director
1
Divorced
35,376
778,272
4
Y
Yes
30
2
1
80
3
22
2
1
14
1
2
8
41
Yes
Travel_Frequently
751
Sales
7
1
Medical
1
1,366
3
Male
52
4
5
Research Director
2
Married
5,722
17,166
3
Y
Yes
35
4
1
80
2
19
5
2
18
3
6
9
41
Yes
Travel_Rarely
321
Hardware
9
2
Life Sciences
1
1,367
1
Female
154
3
3
Developer
2
Married
50,549
454,941
1
Y
Yes
28
4
1
80
1
35
5
4
21
8
14
10
52
No
Travel_Frequently
187
Hardware
35
4
Other
1
1,368
2
Female
32
1
5
Healthcare Representative
2
Married
24,160
555,680
3
Y
No
15
1
3
80
4
7
2
3
4
2
4
3
19
No
Travel_Rarely
1,396
Sales
6
5
Medical
1
1,369
2
Male
95
4
5
Sales Representative
4
Married
8,696
86,960
2
Y
Yes
5
1
3
80
4
14
2
1
1
1
1
1
41
No
Travel_Frequently
345
Support
50
5
Life Sciences
1
1,370
3
Female
109
4
3
Healthcare Representative
4
Single
48,657
291,942
7
Y
Yes
11
4
1
80
3
24
6
4
16
2
3
12
34
Yes
Travel_Frequently
654
Human Resources
14
5
Medical
1
1,371
4
Female
65
1
1
Sales Representative
2
Divorced
49,782
497,820
7
Y
No
18
1
3
80
1
35
2
1
1
1
1
1
35
Yes
Travel_Rarely
332
Sales
25
1
Medical
1
1,372
4
Male
193
4
5
Healthcare Representative
2
Divorced
49,567
1,239,175
0
Y
No
32
1
1
80
4
37
5
1
21
14
1
9
53
No
Travel_Rarely
1,076
Sales
19
1
Marketing
1
1,373
3
Male
47
1
2
Developer
3
Divorced
27,325
409,875
7
Y
No
30
3
2
80
4
13
3
3
11
10
3
3
37
No
Non-Travel
733
Human Resources
37
5
Life Sciences
1
1,374
3
Female
104
4
1
Human Resources
4
Married
41,032
492,384
5
Y
Yes
48
3
2
80
3
38
5
1
31
12
13
3
34
Yes
Non-Travel
756
Hardware
47
2
Technical Degree
1
1,375
4
Male
198
1
4
Research Scientist
4
Married
19,701
354,618
3
Y
No
32
1
4
80
3
29
1
1
27
3
26
20
47
No
Travel_Rarely
1,332
Research & Development
39
4
Medical
1
1,376
2
Male
67
4
1
Sales Representative
1
Divorced
32,426
129,704
1
Y
Yes
4
4
4
80
3
1
1
2
1
1
1
1
43
No
Non-Travel
573
Support
24
1
Other
1
1,377
2
Female
176
1
5
Research Scientist
4
Single
5,702
171,060
3
Y
Yes
10
4
4
80
3
21
4
3
8
7
5
6
23
No
Travel_Rarely
1,392
Research & Development
45
2
Technical Degree
1
1,378
1
Female
103
2
3
Laboratory Technician
4
Married
16,706
66,824
3
Y
No
28
4
3
80
3
1
6
1
1
1
1
1
25
No
Non-Travel
513
Hardware
43
3
Life Sciences
1
1,379
3
Female
119
2
2
Sales Representative
3
Married
2,796
61,512
2
Y
No
48
3
2
80
2
20
4
1
19
19
19
17
46
No
Travel_Frequently
674
Research & Development
12
2
Human Resources
1
1,380
1
Male
31
2
3
Manufacturing Director
3
Single
12,870
77,220
0
Y
Yes
19
3
2
80
2
13
4
3
5
3
3
5
53
No
Travel_Rarely
172
Research & Development
30
4
Technical Degree
1
1,381
4
Male
185
1
5
Manufacturing Director
2
Single
29,016
377,208
2
Y
No
35
3
2
80
1
2
1
4
2
1
2
1
36
No
Travel_Rarely
1,165
Software
44
2
Technical Degree
1
1,382
1
Male
151
2
3
Laboratory Technician
4
Married
42,203
1,055,075
2
Y
Yes
25
4
4
80
4
32
1
3
4
4
4
1
60
Yes
Travel_Frequently
1,131
Human Resources
6
3
Human Resources
1
1,383
3
Male
79
4
4
Sales Executive
4
Married
11,918
59,590
7
Y
Yes
45
3
3
80
1
37
3
3
23
13
14
2
31
Yes
Travel_Rarely
1,417
Support
22
4
Marketing
1
1,384
3
Female
140
2
4
Manager
1
Single
30,496
548,928
3
Y
No
21
4
4
80
3
8
6
1
7
3
1
4
44
Yes
Travel_Frequently
814
Hardware
9
5
Other
1
1,385
3
Female
160
4
5
Human Resources
3
Single
30,552
458,280
3
Y
Yes
37
1
1
80
3
6
5
4
2
1
1
2
56
No
Travel_Frequently
953
Research & Development
20
3
Life Sciences
1
1,386
4
Female
68
1
2
Manufacturing Director
4
Married
40,934
654,944
0
Y
Yes
23
2
4
80
2
24
5
2
1
1
1
1
52
Yes
Travel_Frequently
1,439
Software
29
1
Medical
1
1,387
4
Female
170
4
1
Sales Representative
4
Single
38,873
660,841
3
Y
Yes
47
2
3
80
2
13
1
3
9
8
7
3
24
No
Non-Travel
352
Research & Development
31
2
Marketing
1
1,388
1
Female
126
4
4
Healthcare Representative
1
Single
4,833
4,833
8
Y
No
30
1
2
80
4
24
3
3
15
15
13
12
40
Yes
Non-Travel
565
Hardware
9
4
Marketing
1
1,389
3
Female
176
2
3
Sales Executive
4
Divorced
31,537
567,666
2
Y
No
23
1
1
80
2
18
3
3
18
12
12
10
31
Yes
Non-Travel
1,157
Research & Development
43
3
Marketing
1
1,390
2
Female
158
1
5
Developer
4
Single
29,913
598,260
1
Y
No
39
3
2
80
1
19
1
1
16
7
1
15
53
No
Travel_Rarely
139
Human Resources
13
3
Other
1
1,391
1
Female
198
2
5
Research Scientist
3
Single
25,517
459,306
2
Y
No
31
2
1
80
1
16
4
3
13
10
3
6
19
No
Travel_Rarely
323
Hardware
47
4
Human Resources
1
1,392
4
Female
120
4
5
Sales Executive
1
Single
28,308
849,240
7
Y
No
20
4
3
80
3
22
5
4
17
5
17
11
43
No
Travel_Rarely
1,254
Hardware
36
3
Other
1
1,393
2
Male
109
1
1
Manager
1
Divorced
43,478
956,516
1
Y
Yes
12
3
4
80
1
21
1
4
17
7
15
8
50
Yes
Travel_Frequently
863
Support
14
5
Medical
1
1,394
1
Female
71
3
2
Manager
3
Divorced
18,976
18,976
4
Y
No
6
2
1
80
3
22
2
2
19
5
6
8
22
Yes
Travel_Frequently
1,216
Hardware
9
2
Medical
1
1,395
3
Male
127
3
5
Laboratory Technician
1
Married
47,345
1,325,660
1
Y
No
0
1
3
80
1
17
2
4
6
3
3
4
36
No
Non-Travel
485
Research & Development
42
5
Technical Degree
1
1,396
2
Male
55
1
1
Sales Executive
4
Divorced
21,720
65,160
1
Y
No
13
1
3
80
1
24
2
4
15
9
6
7
45
No
Non-Travel
1,443
Sales
46
1
Human Resources
1
1,397
1
Male
179
1
2
Healthcare Representative
3
Single
33,009
594,162
5
Y
Yes
41
3
2
80
3
32
1
2
31
8
18
30
53
Yes
Travel_Frequently
190
Support
16
2
Human Resources
1
1,398
2
Female
104
1
4
Sales Representative
3
Married
22,498
179,984
3
Y
No
26
1
4
80
3
36
3
1
2
2
1
1
36
Yes
Travel_Rarely
1,482
Sales
11
3
Marketing
1
1,399
1
Male
38
4
3
Manager
3
Single
9,593
124,709
5
Y
No
16
4
1
80
3
26
4
4
16
15
7
15
41
Yes
Travel_Frequently
929
Sales
39
3
Technical Degree
1
1,400
1
Male
127
2
1
Sales Executive
1
Married
2,204
17,632
2
Y
No
34
4
4
80
1
32
5
4
27
10
1
24