Datasets:
Redsmoothy
/
HR_Attrition

Dataset card Viewer Files Community
Age
int64
18
60
Attrition
stringclasses
2 values
BusinessTravel
stringclasses
3 values
DailyRate
int64
102
1.5k
Department
stringclasses
3 values
DistanceFromHome
int64
1
29
Education
int64
1
5
EducationField
stringclasses
6 values
EmployeeCount
int64
1
1
EmployeeNumber
int64
1
2.07k
EnvironmentSatisfaction
int64
1
4
Gender
stringclasses
2 values
HourlyRate
int64
30
100
JobInvolvement
int64
1
4
JobLevel
int64
1
5
JobRole
stringclasses
9 values
JobSatisfaction
int64
1
4
MaritalStatus
stringclasses
3 values
MonthlyIncome
int64
1.01k
20k
MonthlyRate
int64
2.09k
27k
NumCompaniesWorked
int64
0
9
Over18
stringclasses
1 value
OverTime
stringclasses
2 values
PercentSalaryHike
int64
11
25
PerformanceRating
int64
3
4
RelationshipSatisfaction
int64
1
4
StandardHours
int64
80
80
StockOptionLevel
int64
0
3
TotalWorkingYears
int64
0
40
TrainingTimesLastYear
int64
0
6
WorkLifeBalance
int64
1
4
YearsAtCompany
int64
0
40
YearsInCurrentRole
int64
0
18
YearsSinceLastPromotion
int64
0
15
YearsWithCurrManager
int64
0
17
41
No
Travel_Rarely
334
Sales
2
4
Life Sciences
1
410
4
Male
88
3
4
Manager
2
Single
16,015
15,896
1
Y
No
19
3
2
80
0
22
2
3
22
10
0
4
18
No
Travel_Rarely
812
Sales
10
3
Medical
1
411
4
Female
69
2
1
Sales Representative
3
Single
1,200
9,724
1
Y
No
12
3
1
80
0
0
2
3
0
0
0
0
28
No
Travel_Rarely
1,476
Research & Development
16
2
Medical
1
412
2
Male
68
4
2
Healthcare Representative
1
Single
5,661
4,824
0
Y
No
19
3
3
80
0
9
2
3
8
3
0
7
31
No
Travel_Rarely
218
Sales
7
3
Technical Degree
1
416
2
Male
100
4
2
Sales Executive
4
Married
6,929
12,241
4
Y
No
11
3
2
80
1
10
3
2
8
7
7
7
39
No
Travel_Rarely
1,132
Research & Development
1
3
Medical
1
417
3
Male
48
4
3
Healthcare Representative
4
Divorced
9,613
10,942
0
Y
No
17
3
1
80
3
19
5
2
18
10
3
7
36
No
Non-Travel
1,105
Research & Development
24
4
Life Sciences
1
419
2
Female
47
3
2
Laboratory Technician
2
Married
5,674
6,927
7
Y
No
15
3
3
80
1
11
3
3
9
8
0
8
32
No
Travel_Rarely
906
Sales
7
3
Life Sciences
1
420
4
Male
91
2
2
Sales Executive
3
Married
5,484
16,985
1
Y
No
14
3
3
80
1
13
3
2
13
8
4
8
38
No
Travel_Rarely
849
Research & Development
25
2
Life Sciences
1
421
1
Female
81
2
3
Research Director
2
Married
12,061
26,707
3
Y
No
17
3
3
80
1
19
2
3
10
8
0
1
58
No
Non-Travel
390
Research & Development
1
4
Life Sciences
1
422
4
Male
32
1
2
Healthcare Representative
3
Divorced
5,660
17,056
2
Y
Yes
13
3
4
80
1
12
2
3
5
3
1
2
31
No
Travel_Rarely
691
Research & Development
5
4
Technical Degree
1
423
3
Male
86
3
1
Research Scientist
4
Married
4,821
10,077
0
Y
Yes
12
3
3
80
1
6
4
3
5
2
0
3
31
No
Travel_Rarely
106
Human Resources
2
3
Human Resources
1
424
1
Male
62
2
2
Human Resources
1
Married
6,410
17,822
3
Y
No
12
3
4
80
0
9
1
3
2
2
1
0
45
No
Travel_Frequently
1,249
Research & Development
7
3
Life Sciences
1
425
1
Male
97
3
3
Laboratory Technician
1
Divorced
5,210
20,308
1
Y
No
18
3
1
80
1
24
2
3
24
9
9
11
31
No
Travel_Rarely
192
Research & Development
2
4
Life Sciences
1
426
3
Male
32
3
1
Research Scientist
4
Divorced
2,695
7,747
0
Y
Yes
18
3
2
80
1
3
2
1
2
2
2
2
33
No
Travel_Frequently
553
Research & Development
5
4
Life Sciences
1
428
4
Female
74
3
3
Manager
2
Married
11,878
23,364
6
Y
No
11
3
2
80
2
12
2
3
10
6
8
8
39
No
Travel_Rarely
117
Research & Development
10
1
Medical
1
429
3
Male
99
3
4
Manager
1
Married
17,068
5,355
1
Y
Yes
14
3
4
80
0
21
3
3
21
9
11
10
43
No
Travel_Frequently
185
Research & Development
10
4
Life Sciences
1
430
3
Female
33
3
1
Laboratory Technician
4
Single
2,455
10,675
0
Y
No
19
3
1
80
0
9
5
3
8
7
1
7
49
No
Travel_Rarely
1,091
Research & Development
1
2
Technical Degree
1
431
3
Female
90
2
4
Healthcare Representative
3
Single
13,964
17,810
7
Y
Yes
12
3
4
80
0
25
2
3
7
1
0
7
52
Yes
Travel_Rarely
723
Research & Development
8
4
Medical
1
433
3
Male
85
2
2
Research Scientist
2
Married
4,941
17,747
2
Y
No
15
3
1
80
0
11
3
2
8
2
7
7
27
No
Travel_Rarely
1,220
Research & Development
5
3
Life Sciences
1
434
3
Female
85
3
1
Research Scientist
2
Single
2,478
20,938
1
Y
Yes
12
3
2
80
0
4
2
2
4
3
1
2
32
No
Travel_Rarely
588
Sales
8
2
Technical Degree
1
436
3
Female
65
2
2
Sales Executive
2
Married
5,228
24,624
1
Y
Yes
11
3
4
80
0
13
2
3
13
12
11
9
27
No
Travel_Rarely
1,377
Sales
2
3
Life Sciences
1
437
4
Male
74
3
2
Sales Executive
3
Single
4,478
5,242
1
Y
Yes
11
3
1
80
0
5
3
3
5
4
0
4
31
No
Travel_Rarely
691
Sales
7
3
Marketing
1
438
4
Male
73
3
2
Sales Executive
4
Divorced
7,547
7,143
4
Y
No
12
3
4
80
3
13
3
3
7
7
1
7
32
No
Travel_Rarely
1,018
Research & Development
2
4
Medical
1
439
1
Female
74
4
2
Research Scientist
4
Single
5,055
10,557
7
Y
No
16
3
3
80
0
10
0
2
7
7
0
7
28
Yes
Travel_Rarely
1,157
Research & Development
2
4
Medical
1
440
1
Male
84
1
1
Research Scientist
4
Married
3,464
24,737
5
Y
Yes
13
3
4
80
0
5
4
2
3
2
2
2
30
No
Travel_Rarely
1,275
Research & Development
28
2
Medical
1
441
4
Female
64
3
2
Research Scientist
4
Married
5,775
11,934
1
Y
No
13
3
4
80
2
11
2
3
10
8
1
9
31
No
Travel_Frequently
798
Research & Development
7
2
Life Sciences
1
442
3
Female
48
2
3
Manufacturing Director
3
Married
8,943
14,034
1
Y
No
24
4
1
80
1
10
2
3
10
9
8
9
39
No
Travel_Frequently
672
Research & Development
7
2
Medical
1
444
3
Male
54
2
5
Manager
4
Married
19,272
21,141
1
Y
No
15
3
1
80
1
21
2
3
21
9
13
3
39
Yes
Travel_Rarely
1,162
Sales
3
2
Medical
1
445
4
Female
41
3
2
Sales Executive
3
Married
5,238
17,778
4
Y
Yes
18
3
1
80
0
12
3
2
1
0
0
0
33
No
Travel_Frequently
508
Sales
10
3
Marketing
1
446
2
Male
46
2
2
Sales Executive
4
Single
4,682
4,317
3
Y
No
14
3
3
80
0
9
6
2
7
7
0
1
47
No
Travel_Rarely
1,482
Research & Development
5
5
Life Sciences
1
447
4
Male
42
3
5
Research Director
3
Married
18,300
16,375
4
Y
No
11
3
2
80
1
21
2
3
3
2
1
1
43
No
Travel_Frequently
559
Research & Development
10
4
Life Sciences
1
448
3
Female
82
2
2
Laboratory Technician
3
Divorced
5,257
6,227
1
Y
No
11
3
2
80
1
9
3
4
9
7
0
0
27
No
Non-Travel
210
Sales
1
1
Marketing
1
449
3
Male
73
3
2
Sales Executive
2
Married
6,349
22,107
0
Y
Yes
13
3
4
80
1
6
0
3
5
4
1
4
54
No
Travel_Frequently
928
Research & Development
20
4
Life Sciences
1
450
4
Female
31
3
2
Research Scientist
3
Single
4,869
16,885
3
Y
No
12
3
4
80
0
20
4
2
4
3
0
3
43
No
Travel_Rarely
1,001
Research & Development
7
3
Life Sciences
1
451
3
Female
43
3
3
Healthcare Representative
1
Married
9,985
9,262
8
Y
No
16
3
1
80
1
10
1
2
1
0
0
0
45
No
Travel_Rarely
549
Research & Development
8
4
Other
1
452
4
Male
75
3
2
Research Scientist
4
Married
3,697
9,278
9
Y
No
14
3
1
80
2
12
3
3
10
9
9
8
40
No
Travel_Rarely
1,124
Sales
1
2
Medical
1
453
2
Male
57
1
2
Sales Executive
4
Married
7,457
13,273
2
Y
Yes
22
4
3
80
3
6
2
2
4
3
0
2
29
Yes
Travel_Rarely
318
Research & Development
8
4
Other
1
454
2
Male
77
1
1
Laboratory Technician
1
Married
2,119
4,759
1
Y
Yes
11
3
4
80
0
7
4
2
7
7
0
7
29
No
Travel_Rarely
738
Research & Development
9
5
Other
1
455
2
Male
30
2
1
Laboratory Technician
4
Single
3,983
7,621
0
Y
No
17
3
3
80
0
4
2
3
3
2
2
2
30
No
Travel_Rarely
570
Sales
5
3
Marketing
1
456
4
Female
30
2
2
Sales Executive
3
Divorced
6,118
5,431
1
Y
No
13
3
3
80
3
10
2
3
10
9
1
2
27
No
Travel_Rarely
1,130
Sales
8
4
Marketing
1
458
2
Female
56
3
2
Sales Executive
2
Married
6,214
3,415
1
Y
No
18
3
1
80
1
8
3
3
8
7
0
7
37
No
Travel_Rarely
1,192
Research & Development
5
2
Medical
1
460
4
Male
61
3
2
Manufacturing Director
4
Divorced
6,347
23,177
7
Y
No
16
3
3
80
2
8
2
2
6
2
0
4
38
No
Travel_Rarely
343
Research & Development
15
2
Life Sciences
1
461
3
Male
92
2
3
Research Director
4
Divorced
11,510
15,682
0
Y
Yes
14
3
2
80
1
12
3
3
11
10
2
9
31
No
Travel_Rarely
1,232
Research & Development
7
4
Medical
1
462
3
Female
39
3
3
Manufacturing Director
4
Single
7,143
25,713
1
Y
Yes
14
3
3
80
0
11
2
2
11
9
4
10
29
No
Travel_Rarely
144
Sales
10
1
Marketing
1
463
4
Female
39
2
2
Sales Executive
2
Divorced
8,268
11,866
1
Y
Yes
14
3
1
80
2
7
2
3
7
7
1
7
35
No
Travel_Rarely
1,296
Research & Development
5
4
Technical Degree
1
464
3
Male
62
3
3
Manufacturing Director
2
Single
8,095
18,264
0
Y
No
13
3
4
80
0
17
5
3
16
6
0
13
23
No
Travel_Rarely
1,309
Research & Development
26
1
Life Sciences
1
465
3
Male
83
3
1
Research Scientist
4
Divorced
2,904
16,092
1
Y
No
12
3
3
80
2
4
2
2
4
2
0
2
41
No
Travel_Rarely
483
Research & Development
6
3
Medical
1
466
4
Male
95
2
2
Manufacturing Director
2
Single
6,032
10,110
6
Y
Yes
15
3
4
80
0
8
3
3
5
4
1
2
47
No
Travel_Frequently
1,309
Sales
4
1
Medical
1
467
2
Male
99
3
2
Sales Representative
3
Single
2,976
25,751
3
Y
No
19
3
1
80
0
5
3
3
0
0
0
0
42
No
Travel_Rarely
810
Research & Development
23
5
Life Sciences
1
468
1
Female
44
3
4
Research Director
4
Single
15,992
15,901
2
Y
No
14
3
2
80
0
16
2
3
1
0
0
0
29
No
Non-Travel
746
Sales
2
3
Life Sciences
1
469
4
Male
61
3
2
Sales Executive
3
Married
4,649
16,928
1
Y
No
14
3
1
80
1
4
3
2
4
3
0
2
42
No
Travel_Rarely
544
Human Resources
2
1
Technical Degree
1
470
3
Male
52
3
1
Human Resources
3
Divorced
2,696
24,017
0
Y
Yes
11
3
3
80
1
4
5
3
3
2
1
0
32
No
Travel_Rarely
1,062
Research & Development
2
3
Medical
1
471
3
Female
75
3
1
Laboratory Technician
2
Married
2,370
3,956
1
Y
No
13
3
3
80
1
8
4
3
8
0
0
7
48
No
Travel_Rarely
530
Sales
29
1
Medical
1
473
1
Female
91
3
3
Manager
3
Married
12,504
23,978
3
Y
No
21
4
2
80
1
15
3
1
0
0
0
0
37
No
Travel_Rarely
1,319
Research & Development
6
3
Medical
1
474
3
Male
51
4
2
Research Scientist
1
Divorced
5,974
17,001
4
Y
Yes
13
3
1
80
2
13
2
3
7
7
6
7
30
No
Non-Travel
641
Sales
25
2
Technical Degree
1
475
4
Female
85
3
2
Sales Executive
3
Married
4,736
6,069
7
Y
Yes
12
3
2
80
1
4
2
4
2
2
2
2
26
No
Travel_Rarely
933
Sales
1
3
Life Sciences
1
476
3
Male
57
3
2
Sales Executive
3
Married
5,296
20,156
1
Y
No
17
3
2
80
1
8
3
3
8
7
7
7
42
No
Travel_Rarely
1,332
Research & Development
2
4
Other
1
477
1
Male
98
2
2
Healthcare Representative
4
Single
6,781
17,078
3
Y
No
23
4
2
80
0
14
6
3
1
0
0
0
21
Yes
Travel_Frequently
756
Sales
1
1
Technical Degree
1
478
1
Female
99
2
1
Sales Representative
2
Single
2,174
9,150
1
Y
Yes
11
3
3
80
0
3
3
3
3
2
1
2
36
No
Non-Travel
845
Sales
1
5
Medical
1
479
4
Female
45
3
2
Sales Executive
4
Single
6,653
15,276
4
Y
No
15
3
2
80
0
7
6
3
1
0
0
0
36
No
Travel_Frequently
541
Sales
3
4
Medical
1
481
1
Male
48
2
3
Sales Executive
4
Married
9,699
7,246
4
Y
No
11
3
1
80
1
16
2
3
13
9
1
12
57
No
Travel_Rarely
593
Research & Development
1
4
Medical
1
482
4
Male
88
3
2
Healthcare Representative
3
Married
6,755
2,967
2
Y
No
11
3
3
80
0
15
2
3
3
2
1
2
40
No
Travel_Rarely
1,171
Research & Development
10
4
Life Sciences
1
483
4
Female
46
4
1
Laboratory Technician
3
Married
2,213
22,495
3
Y
Yes
13
3
3
80
1
10
3
3
7
7
1
7
21
No
Non-Travel
895
Sales
9
2
Medical
1
484
1
Male
39
3
1
Sales Representative
4
Single
2,610
2,851
1
Y
No
24
4
3
80
0
3
3
2
3
2
2
2
33
Yes
Travel_Rarely
350
Sales
5
3
Marketing
1
485
4
Female
34
3
1
Sales Representative
3
Single
2,851
9,150
1
Y
Yes
13
3
2
80
0
1
2
3
1
0
0
0
37
No
Travel_Rarely
921
Research & Development
10
3
Medical
1
486
3
Female
98
3
1
Laboratory Technician
1
Married
3,452
17,663
6
Y
No
20
4
2
80
1
17
3
3
5
4
0
3
46
No
Non-Travel
1,144
Research & Development
7
4
Medical
1
487
3
Female
30
3
2
Manufacturing Director
3
Married
5,258
16,044
2
Y
No
14
3
3
80
0
7
2
4
1
0
0
0
41
Yes
Travel_Frequently
143
Sales
4
3
Marketing
1
488
1
Male
56
3
2
Sales Executive
2
Single
9,355
9,558
1
Y
No
18
3
3
80
0
8
5
3
8
7
7
7
50
No
Travel_Rarely
1,046
Research & Development
10
3
Technical Degree
1
491
4
Male
100
2
3
Healthcare Representative
4
Single
10,496
2,755
6
Y
No
15
3
4
80
0
20
2
3
4
3
1
3
40
Yes
Travel_Rarely
575
Sales
22
2
Marketing
1
492
3
Male
68
2
2
Sales Executive
3
Married
6,380
6,110
2
Y
Yes
12
3
1
80
2
8
6
3
6
4
1
0
31
No
Travel_Rarely
408
Research & Development
9
4
Life Sciences
1
493
3
Male
42
2
1
Research Scientist
2
Single
2,657
7,551
0
Y
Yes
16
3
4
80
0
3
5
3
2
2
2
2
21
Yes
Travel_Rarely
156
Sales
12
3
Life Sciences
1
494
3
Female
90
4
1
Sales Representative
2
Single
2,716
25,422
1
Y
No
15
3
4
80
0
1
0
3
1
0
0
0
29
No
Travel_Rarely
1,283
Research & Development
23
3
Life Sciences
1
495
4
Male
54
3
1
Research Scientist
4
Single
2,201
18,168
9
Y
No
16
3
4
80
0
6
4
3
3
2
1
2
35
No
Travel_Rarely
755
Research & Development
9
4
Life Sciences
1
496
3
Male
97
2
2
Healthcare Representative
2
Single
6,540
19,394
9
Y
No
19
3
3
80
0
10
5
3
1
1
0
0
27
No
Travel_Rarely
1,469
Research & Development
1
2
Medical
1
497
4
Male
82
3
1
Laboratory Technician
2
Divorced
3,816
17,881
1
Y
No
11
3
2
80
1
5
2
3
5
2
0
4
28
No
Travel_Rarely
304
Sales
9
4
Life Sciences
1
498
2
Male
92
3
2
Sales Executive
4
Single
5,253
20,750
1
Y
No
16
3
4
80
0
7
1
3
7
5
0
7
49
No
Travel_Rarely
1,261
Research & Development
7
3
Other
1
499
2
Male
31
2
3
Healthcare Representative
3
Single
10,965
12,066
8
Y
No
24
4
3
80
0
26
2
3
5
2
0
0
51
No
Travel_Rarely
1,178
Sales
14
2
Life Sciences
1
500
3
Female
87
3
2
Sales Executive
4
Married
4,936
14,862
4
Y
No
11
3
3
80
1
18
2
2
7
7
0
7
36
No
Travel_Rarely
329
Research & Development
2
3
Life Sciences
1
501
4
Female
96
3
1
Research Scientist
3
Married
2,543
11,868
4
Y
No
13
3
2
80
1
6
3
3
2
2
2
2
34
Yes
Non-Travel
1,362
Sales
19
3
Marketing
1
502
1
Male
67
4
2
Sales Executive
4
Single
5,304
4,652
8
Y
Yes
13
3
2
80
0
9
3
2
5
2
0
4
55
No
Travel_Rarely
1,311
Research & Development
2
3
Life Sciences
1
505
3
Female
97
3
4
Manager
4
Single
16,659
23,258
2
Y
Yes
13
3
3
80
0
30
2
3
5
4
1
2
24
No
Travel_Rarely
1,371
Sales
10
4
Marketing
1
507
4
Female
77
3
2
Sales Executive
3
Divorced
4,260
5,915
1
Y
Yes
12
3
4
80
1
5
2
4
5
2
0
3
30
No
Travel_Rarely
202
Sales
2
1
Technical Degree
1
508
3
Male
72
3
1
Sales Representative
2
Married
2,476
17,434
1
Y
No
18
3
1
80
1
1
3
3
1
0
0
0
26
Yes
Travel_Frequently
575
Research & Development
3
1
Technical Degree
1
510
3
Male
73
3
1
Research Scientist
1
Single
3,102
6,582
0
Y
No
22
4
3
80
0
7
2
3
6
4
0
4
22
No
Travel_Rarely
253
Research & Development
11
3
Medical
1
511
1
Female
43
3
1
Research Scientist
2
Married
2,244
24,440
1
Y
No
13
3
4
80
1
2
1
3
2
1
1
2
36
No
Travel_Rarely
164
Sales
2
2
Medical
1
513
2
Male
61
2
3
Sales Executive
3
Married
7,596
3,809
1
Y
No
13
3
2
80
2
10
2
3
10
9
9
0
30
Yes
Travel_Frequently
464
Research & Development
4
3
Technical Degree
1
514
3
Male
40
3
1
Research Scientist
4
Single
2,285
3,427
9
Y
Yes
23
4
3
80
0
3
4
3
1
0
0
0
37
No
Travel_Rarely
1,107
Research & Development
14
3
Life Sciences
1
515
4
Female
95
3
1
Laboratory Technician
1
Divorced
3,034
26,914
1
Y
No
12
3
3
80
1
18
2
2
18
7
12
17
40
No
Travel_Rarely
759
Sales
2
2
Marketing
1
516
4
Female
46
3
2
Sales Executive
2
Divorced
5,715
22,553
7
Y
No
12
3
3
80
2
8
5
3
5
4
1
3
42
No
Travel_Rarely
201
Research & Development
1
4
Life Sciences
1
517
2
Female
95
3
1
Laboratory Technician
1
Divorced
2,576
20,490
3
Y
No
16
3
2
80
1
8
5
3
5
2
1
2
37
No
Travel_Rarely
1,305
Research & Development
10
4
Life Sciences
1
518
3
Male
49
3
2
Manufacturing Director
2
Single
4,197
21,123
2
Y
Yes
12
3
4
80
0
18
2
2
1
0
0
1
43
No
Travel_Rarely
982
Research & Development
12
3
Life Sciences
1
520
1
Male
59
2
4
Research Director
2
Divorced
14,336
4,345
1
Y
No
11
3
3
80
1
25
3
3
25
10
3
9
40
No
Travel_Rarely
555
Research & Development
2
3
Medical
1
521
2
Female
78
2
2
Laboratory Technician
3
Married
3,448
13,436
6
Y
No
22
4
2
80
1
20
3
3
1
0
0
0
54
No
Travel_Rarely
821
Research & Development
5
2
Medical
1
522
1
Male
86
3
5
Research Director
1
Married
19,406
8,509
4
Y
No
11
3
3
80
1
24
4
2
4
2
1
2
34
No
Non-Travel
1,381
Sales
4
4
Marketing
1
523
3
Female
72
3
2
Sales Executive
3
Married
6,538
12,740
9
Y
No
15
3
1
80
1
6
3
3
3
2
1
2
31
No
Travel_Rarely
480
Research & Development
7
2
Medical
1
524
2
Female
31
3
2
Manufacturing Director
1
Married
4,306
4,156
1
Y
No
12
3
2
80
1
13
5
1
13
10
3
12
43
No
Travel_Frequently
313
Research & Development
21
3
Medical
1
525
4
Male
61
3
1
Laboratory Technician
4
Married
2,258
15,238
7
Y
No
20
4
1
80
1
8
1
3
3
2
1
2
43
No
Travel_Rarely
1,473
Research & Development
8
4
Other
1
526
3
Female
74
3
2
Healthcare Representative
3
Divorced
4,522
2,227
4
Y
Yes
14
3
4
80
0
8
3
3
5
2
0
2
25
No
Travel_Rarely
891
Sales
4
2
Life Sciences
1
527
2
Female
99
2
2
Sales Executive
4
Single
4,487
12,090
1
Y
Yes
11
3
2
80
0
5
3
3
5
4
1
3
37
No
Non-Travel
1,063
Research & Development
25
5
Medical
1
529
2
Female
72
3
2
Research Scientist
3
Married
4,449
23,866
3
Y
Yes
15
3
1
80
2
15
2
3
13
11
10
7
31
No
Travel_Rarely
329
Research & Development
1
2
Life Sciences
1
530
4
Male
98
2
1
Laboratory Technician
1
Married
2,218
16,193
1
Y
No
12
3
3
80
1
4
3
3
4
2
3
2