Redsmoothy/Attrition_Prediction
Updated
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
|
Yes
|
Travel_Rarely
| 1,102
|
Sales
| 1
| 2
|
Life Sciences
| 1
| 1
| 2
|
Female
| 94
| 3
| 2
|
Sales Executive
| 4
|
Single
| 5,993
| 19,479
| 8
|
Y
|
Yes
| 11
| 3
| 1
| 80
| 0
| 8
| 0
| 1
| 6
| 4
| 0
| 5
|
49
|
No
|
Travel_Frequently
| 279
|
Research & Development
| 8
| 1
|
Life Sciences
| 1
| 2
| 3
|
Male
| 61
| 2
| 2
|
Research Scientist
| 2
|
Married
| 5,130
| 24,907
| 1
|
Y
|
No
| 23
| 4
| 4
| 80
| 1
| 10
| 3
| 3
| 10
| 7
| 1
| 7
|
37
|
Yes
|
Travel_Rarely
| 1,373
|
Research & Development
| 2
| 2
|
Other
| 1
| 4
| 4
|
Male
| 92
| 2
| 1
|
Laboratory Technician
| 3
|
Single
| 2,090
| 2,396
| 6
|
Y
|
Yes
| 15
| 3
| 2
| 80
| 0
| 7
| 3
| 3
| 0
| 0
| 0
| 0
|
33
|
No
|
Travel_Frequently
| 1,392
|
Research & Development
| 3
| 4
|
Life Sciences
| 1
| 5
| 4
|
Female
| 56
| 3
| 1
|
Research Scientist
| 3
|
Married
| 2,909
| 23,159
| 1
|
Y
|
Yes
| 11
| 3
| 3
| 80
| 0
| 8
| 3
| 3
| 8
| 7
| 3
| 0
|
27
|
No
|
Travel_Rarely
| 591
|
Research & Development
| 2
| 1
|
Medical
| 1
| 7
| 1
|
Male
| 40
| 3
| 1
|
Laboratory Technician
| 2
|
Married
| 3,468
| 16,632
| 9
|
Y
|
No
| 12
| 3
| 4
| 80
| 1
| 6
| 3
| 3
| 2
| 2
| 2
| 2
|
32
|
No
|
Travel_Frequently
| 1,005
|
Research & Development
| 2
| 2
|
Life Sciences
| 1
| 8
| 4
|
Male
| 79
| 3
| 1
|
Laboratory Technician
| 4
|
Single
| 3,068
| 11,864
| 0
|
Y
|
No
| 13
| 3
| 3
| 80
| 0
| 8
| 2
| 2
| 7
| 7
| 3
| 6
|
59
|
No
|
Travel_Rarely
| 1,324
|
Research & Development
| 3
| 3
|
Medical
| 1
| 10
| 3
|
Female
| 81
| 4
| 1
|
Laboratory Technician
| 1
|
Married
| 2,670
| 9,964
| 4
|
Y
|
Yes
| 20
| 4
| 1
| 80
| 3
| 12
| 3
| 2
| 1
| 0
| 0
| 0
|
30
|
No
|
Travel_Rarely
| 1,358
|
Research & Development
| 24
| 1
|
Life Sciences
| 1
| 11
| 4
|
Male
| 67
| 3
| 1
|
Laboratory Technician
| 3
|
Divorced
| 2,693
| 13,335
| 1
|
Y
|
No
| 22
| 4
| 2
| 80
| 1
| 1
| 2
| 3
| 1
| 0
| 0
| 0
|
38
|
No
|
Travel_Frequently
| 216
|
Research & Development
| 23
| 3
|
Life Sciences
| 1
| 12
| 4
|
Male
| 44
| 2
| 3
|
Manufacturing Director
| 3
|
Single
| 9,526
| 8,787
| 0
|
Y
|
No
| 21
| 4
| 2
| 80
| 0
| 10
| 2
| 3
| 9
| 7
| 1
| 8
|
36
|
No
|
Travel_Rarely
| 1,299
|
Research & Development
| 27
| 3
|
Medical
| 1
| 13
| 3
|
Male
| 94
| 3
| 2
|
Healthcare Representative
| 3
|
Married
| 5,237
| 16,577
| 6
|
Y
|
No
| 13
| 3
| 2
| 80
| 2
| 17
| 3
| 2
| 7
| 7
| 7
| 7
|
35
|
No
|
Travel_Rarely
| 809
|
Research & Development
| 16
| 3
|
Medical
| 1
| 14
| 1
|
Male
| 84
| 4
| 1
|
Laboratory Technician
| 2
|
Married
| 2,426
| 16,479
| 0
|
Y
|
No
| 13
| 3
| 3
| 80
| 1
| 6
| 5
| 3
| 5
| 4
| 0
| 3
|
29
|
No
|
Travel_Rarely
| 153
|
Research & Development
| 15
| 2
|
Life Sciences
| 1
| 15
| 4
|
Female
| 49
| 2
| 2
|
Laboratory Technician
| 3
|
Single
| 4,193
| 12,682
| 0
|
Y
|
Yes
| 12
| 3
| 4
| 80
| 0
| 10
| 3
| 3
| 9
| 5
| 0
| 8
|
31
|
No
|
Travel_Rarely
| 670
|
Research & Development
| 26
| 1
|
Life Sciences
| 1
| 16
| 1
|
Male
| 31
| 3
| 1
|
Research Scientist
| 3
|
Divorced
| 2,911
| 15,170
| 1
|
Y
|
No
| 17
| 3
| 4
| 80
| 1
| 5
| 1
| 2
| 5
| 2
| 4
| 3
|
34
|
No
|
Travel_Rarely
| 1,346
|
Research & Development
| 19
| 2
|
Medical
| 1
| 18
| 2
|
Male
| 93
| 3
| 1
|
Laboratory Technician
| 4
|
Divorced
| 2,661
| 8,758
| 0
|
Y
|
No
| 11
| 3
| 3
| 80
| 1
| 3
| 2
| 3
| 2
| 2
| 1
| 2
|
28
|
Yes
|
Travel_Rarely
| 103
|
Research & Development
| 24
| 3
|
Life Sciences
| 1
| 19
| 3
|
Male
| 50
| 2
| 1
|
Laboratory Technician
| 3
|
Single
| 2,028
| 12,947
| 5
|
Y
|
Yes
| 14
| 3
| 2
| 80
| 0
| 6
| 4
| 3
| 4
| 2
| 0
| 3
|
29
|
No
|
Travel_Rarely
| 1,389
|
Research & Development
| 21
| 4
|
Life Sciences
| 1
| 20
| 2
|
Female
| 51
| 4
| 3
|
Manufacturing Director
| 1
|
Divorced
| 9,980
| 10,195
| 1
|
Y
|
No
| 11
| 3
| 3
| 80
| 1
| 10
| 1
| 3
| 10
| 9
| 8
| 8
|
32
|
No
|
Travel_Rarely
| 334
|
Research & Development
| 5
| 2
|
Life Sciences
| 1
| 21
| 1
|
Male
| 80
| 4
| 1
|
Research Scientist
| 2
|
Divorced
| 3,298
| 15,053
| 0
|
Y
|
Yes
| 12
| 3
| 4
| 80
| 2
| 7
| 5
| 2
| 6
| 2
| 0
| 5
|
22
|
No
|
Non-Travel
| 1,123
|
Research & Development
| 16
| 2
|
Medical
| 1
| 22
| 4
|
Male
| 96
| 4
| 1
|
Laboratory Technician
| 4
|
Divorced
| 2,935
| 7,324
| 1
|
Y
|
Yes
| 13
| 3
| 2
| 80
| 2
| 1
| 2
| 2
| 1
| 0
| 0
| 0
|
53
|
No
|
Travel_Rarely
| 1,219
|
Sales
| 2
| 4
|
Life Sciences
| 1
| 23
| 1
|
Female
| 78
| 2
| 4
|
Manager
| 4
|
Married
| 15,427
| 22,021
| 2
|
Y
|
No
| 16
| 3
| 3
| 80
| 0
| 31
| 3
| 3
| 25
| 8
| 3
| 7
|
38
|
No
|
Travel_Rarely
| 371
|
Research & Development
| 2
| 3
|
Life Sciences
| 1
| 24
| 4
|
Male
| 45
| 3
| 1
|
Research Scientist
| 4
|
Single
| 3,944
| 4,306
| 5
|
Y
|
Yes
| 11
| 3
| 3
| 80
| 0
| 6
| 3
| 3
| 3
| 2
| 1
| 2
|
24
|
No
|
Non-Travel
| 673
|
Research & Development
| 11
| 2
|
Other
| 1
| 26
| 1
|
Female
| 96
| 4
| 2
|
Manufacturing Director
| 3
|
Divorced
| 4,011
| 8,232
| 0
|
Y
|
No
| 18
| 3
| 4
| 80
| 1
| 5
| 5
| 2
| 4
| 2
| 1
| 3
|
36
|
Yes
|
Travel_Rarely
| 1,218
|
Sales
| 9
| 4
|
Life Sciences
| 1
| 27
| 3
|
Male
| 82
| 2
| 1
|
Sales Representative
| 1
|
Single
| 3,407
| 6,986
| 7
|
Y
|
No
| 23
| 4
| 2
| 80
| 0
| 10
| 4
| 3
| 5
| 3
| 0
| 3
|
34
|
No
|
Travel_Rarely
| 419
|
Research & Development
| 7
| 4
|
Life Sciences
| 1
| 28
| 1
|
Female
| 53
| 3
| 3
|
Research Director
| 2
|
Single
| 11,994
| 21,293
| 0
|
Y
|
No
| 11
| 3
| 3
| 80
| 0
| 13
| 4
| 3
| 12
| 6
| 2
| 11
|
21
|
No
|
Travel_Rarely
| 391
|
Research & Development
| 15
| 2
|
Life Sciences
| 1
| 30
| 3
|
Male
| 96
| 3
| 1
|
Research Scientist
| 4
|
Single
| 1,232
| 19,281
| 1
|
Y
|
No
| 14
| 3
| 4
| 80
| 0
| 0
| 6
| 3
| 0
| 0
| 0
| 0
|
34
|
Yes
|
Travel_Rarely
| 699
|
Research & Development
| 6
| 1
|
Medical
| 1
| 31
| 2
|
Male
| 83
| 3
| 1
|
Research Scientist
| 1
|
Single
| 2,960
| 17,102
| 2
|
Y
|
No
| 11
| 3
| 3
| 80
| 0
| 8
| 2
| 3
| 4
| 2
| 1
| 3
|
53
|
No
|
Travel_Rarely
| 1,282
|
Research & Development
| 5
| 3
|
Other
| 1
| 32
| 3
|
Female
| 58
| 3
| 5
|
Manager
| 3
|
Divorced
| 19,094
| 10,735
| 4
|
Y
|
No
| 11
| 3
| 4
| 80
| 1
| 26
| 3
| 2
| 14
| 13
| 4
| 8
|
32
|
Yes
|
Travel_Frequently
| 1,125
|
Research & Development
| 16
| 1
|
Life Sciences
| 1
| 33
| 2
|
Female
| 72
| 1
| 1
|
Research Scientist
| 1
|
Single
| 3,919
| 4,681
| 1
|
Y
|
Yes
| 22
| 4
| 2
| 80
| 0
| 10
| 5
| 3
| 10
| 2
| 6
| 7
|
42
|
No
|
Travel_Rarely
| 691
|
Sales
| 8
| 4
|
Marketing
| 1
| 35
| 3
|
Male
| 48
| 3
| 2
|
Sales Executive
| 2
|
Married
| 6,825
| 21,173
| 0
|
Y
|
No
| 11
| 3
| 4
| 80
| 1
| 10
| 2
| 3
| 9
| 7
| 4
| 2
|
44
|
No
|
Travel_Rarely
| 477
|
Research & Development
| 7
| 4
|
Medical
| 1
| 36
| 1
|
Female
| 42
| 2
| 3
|
Healthcare Representative
| 4
|
Married
| 10,248
| 2,094
| 3
|
Y
|
No
| 14
| 3
| 4
| 80
| 1
| 24
| 4
| 3
| 22
| 6
| 5
| 17
|
46
|
No
|
Travel_Rarely
| 705
|
Sales
| 2
| 4
|
Marketing
| 1
| 38
| 2
|
Female
| 83
| 3
| 5
|
Manager
| 1
|
Single
| 18,947
| 22,822
| 3
|
Y
|
No
| 12
| 3
| 4
| 80
| 0
| 22
| 2
| 2
| 2
| 2
| 2
| 1
|
33
|
No
|
Travel_Rarely
| 924
|
Research & Development
| 2
| 3
|
Medical
| 1
| 39
| 3
|
Male
| 78
| 3
| 1
|
Laboratory Technician
| 4
|
Single
| 2,496
| 6,670
| 4
|
Y
|
No
| 11
| 3
| 4
| 80
| 0
| 7
| 3
| 3
| 1
| 1
| 0
| 0
|
44
|
No
|
Travel_Rarely
| 1,459
|
Research & Development
| 10
| 4
|
Other
| 1
| 40
| 4
|
Male
| 41
| 3
| 2
|
Healthcare Representative
| 4
|
Married
| 6,465
| 19,121
| 2
|
Y
|
Yes
| 13
| 3
| 4
| 80
| 0
| 9
| 5
| 4
| 4
| 2
| 1
| 3
|
30
|
No
|
Travel_Rarely
| 125
|
Research & Development
| 9
| 2
|
Medical
| 1
| 41
| 4
|
Male
| 83
| 2
| 1
|
Laboratory Technician
| 3
|
Single
| 2,206
| 16,117
| 1
|
Y
|
No
| 13
| 3
| 1
| 80
| 0
| 10
| 5
| 3
| 10
| 0
| 1
| 8
|
39
|
Yes
|
Travel_Rarely
| 895
|
Sales
| 5
| 3
|
Technical Degree
| 1
| 42
| 4
|
Male
| 56
| 3
| 2
|
Sales Representative
| 4
|
Married
| 2,086
| 3,335
| 3
|
Y
|
No
| 14
| 3
| 3
| 80
| 1
| 19
| 6
| 4
| 1
| 0
| 0
| 0
|
24
|
Yes
|
Travel_Rarely
| 813
|
Research & Development
| 1
| 3
|
Medical
| 1
| 45
| 2
|
Male
| 61
| 3
| 1
|
Research Scientist
| 4
|
Married
| 2,293
| 3,020
| 2
|
Y
|
Yes
| 16
| 3
| 1
| 80
| 1
| 6
| 2
| 2
| 2
| 0
| 2
| 0
|
43
|
No
|
Travel_Rarely
| 1,273
|
Research & Development
| 2
| 2
|
Medical
| 1
| 46
| 4
|
Female
| 72
| 4
| 1
|
Research Scientist
| 3
|
Divorced
| 2,645
| 21,923
| 1
|
Y
|
No
| 12
| 3
| 4
| 80
| 2
| 6
| 3
| 2
| 5
| 3
| 1
| 4
|
50
|
Yes
|
Travel_Rarely
| 869
|
Sales
| 3
| 2
|
Marketing
| 1
| 47
| 1
|
Male
| 86
| 2
| 1
|
Sales Representative
| 3
|
Married
| 2,683
| 3,810
| 1
|
Y
|
Yes
| 14
| 3
| 3
| 80
| 0
| 3
| 2
| 3
| 3
| 2
| 0
| 2
|
35
|
No
|
Travel_Rarely
| 890
|
Sales
| 2
| 3
|
Marketing
| 1
| 49
| 4
|
Female
| 97
| 3
| 1
|
Sales Representative
| 4
|
Married
| 2,014
| 9,687
| 1
|
Y
|
No
| 13
| 3
| 1
| 80
| 0
| 2
| 3
| 3
| 2
| 2
| 2
| 2
|
36
|
No
|
Travel_Rarely
| 852
|
Research & Development
| 5
| 4
|
Life Sciences
| 1
| 51
| 2
|
Female
| 82
| 2
| 1
|
Research Scientist
| 1
|
Married
| 3,419
| 13,072
| 9
|
Y
|
Yes
| 14
| 3
| 4
| 80
| 1
| 6
| 3
| 4
| 1
| 1
| 0
| 0
|
33
|
No
|
Travel_Frequently
| 1,141
|
Sales
| 1
| 3
|
Life Sciences
| 1
| 52
| 3
|
Female
| 42
| 4
| 2
|
Sales Executive
| 1
|
Married
| 5,376
| 3,193
| 2
|
Y
|
No
| 19
| 3
| 1
| 80
| 2
| 10
| 3
| 3
| 5
| 3
| 1
| 3
|
35
|
No
|
Travel_Rarely
| 464
|
Research & Development
| 4
| 2
|
Other
| 1
| 53
| 3
|
Male
| 75
| 3
| 1
|
Laboratory Technician
| 4
|
Divorced
| 1,951
| 10,910
| 1
|
Y
|
No
| 12
| 3
| 3
| 80
| 1
| 1
| 3
| 3
| 1
| 0
| 0
| 0
|
27
|
No
|
Travel_Rarely
| 1,240
|
Research & Development
| 2
| 4
|
Life Sciences
| 1
| 54
| 4
|
Female
| 33
| 3
| 1
|
Laboratory Technician
| 1
|
Divorced
| 2,341
| 19,715
| 1
|
Y
|
No
| 13
| 3
| 4
| 80
| 1
| 1
| 6
| 3
| 1
| 0
| 0
| 0
|
26
|
Yes
|
Travel_Rarely
| 1,357
|
Research & Development
| 25
| 3
|
Life Sciences
| 1
| 55
| 1
|
Male
| 48
| 1
| 1
|
Laboratory Technician
| 3
|
Single
| 2,293
| 10,558
| 1
|
Y
|
No
| 12
| 3
| 3
| 80
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 1
|
27
|
No
|
Travel_Frequently
| 994
|
Sales
| 8
| 3
|
Life Sciences
| 1
| 56
| 4
|
Male
| 37
| 3
| 3
|
Sales Executive
| 3
|
Single
| 8,726
| 2,975
| 1
|
Y
|
No
| 15
| 3
| 4
| 80
| 0
| 9
| 0
| 3
| 9
| 8
| 1
| 7
|
30
|
No
|
Travel_Frequently
| 721
|
Research & Development
| 1
| 2
|
Medical
| 1
| 57
| 3
|
Female
| 58
| 3
| 2
|
Laboratory Technician
| 4
|
Single
| 4,011
| 10,781
| 1
|
Y
|
No
| 23
| 4
| 4
| 80
| 0
| 12
| 2
| 3
| 12
| 8
| 3
| 7
|
41
|
Yes
|
Travel_Rarely
| 1,360
|
Research & Development
| 12
| 3
|
Technical Degree
| 1
| 58
| 2
|
Female
| 49
| 3
| 5
|
Research Director
| 3
|
Married
| 19,545
| 16,280
| 1
|
Y
|
No
| 12
| 3
| 4
| 80
| 0
| 23
| 0
| 3
| 22
| 15
| 15
| 8
|
34
|
No
|
Non-Travel
| 1,065
|
Sales
| 23
| 4
|
Marketing
| 1
| 60
| 2
|
Male
| 72
| 3
| 2
|
Sales Executive
| 3
|
Single
| 4,568
| 10,034
| 0
|
Y
|
No
| 20
| 4
| 3
| 80
| 0
| 10
| 2
| 3
| 9
| 5
| 8
| 7
|
37
|
No
|
Travel_Rarely
| 408
|
Research & Development
| 19
| 2
|
Life Sciences
| 1
| 61
| 2
|
Male
| 73
| 3
| 1
|
Research Scientist
| 2
|
Married
| 3,022
| 10,227
| 4
|
Y
|
No
| 21
| 4
| 1
| 80
| 0
| 8
| 1
| 3
| 1
| 0
| 0
| 0
|
46
|
No
|
Travel_Frequently
| 1,211
|
Sales
| 5
| 4
|
Marketing
| 1
| 62
| 1
|
Male
| 98
| 3
| 2
|
Sales Executive
| 4
|
Single
| 5,772
| 20,445
| 4
|
Y
|
Yes
| 21
| 4
| 3
| 80
| 0
| 14
| 4
| 3
| 9
| 6
| 0
| 8
|
35
|
No
|
Travel_Rarely
| 1,229
|
Research & Development
| 8
| 1
|
Life Sciences
| 1
| 63
| 4
|
Male
| 36
| 4
| 1
|
Laboratory Technician
| 4
|
Married
| 2,269
| 4,892
| 1
|
Y
|
No
| 19
| 3
| 4
| 80
| 0
| 1
| 2
| 3
| 1
| 0
| 0
| 1
|
48
|
Yes
|
Travel_Rarely
| 626
|
Research & Development
| 1
| 2
|
Life Sciences
| 1
| 64
| 1
|
Male
| 98
| 2
| 3
|
Laboratory Technician
| 3
|
Single
| 5,381
| 19,294
| 9
|
Y
|
Yes
| 13
| 3
| 4
| 80
| 0
| 23
| 2
| 3
| 1
| 0
| 0
| 0
|
28
|
Yes
|
Travel_Rarely
| 1,434
|
Research & Development
| 5
| 4
|
Technical Degree
| 1
| 65
| 3
|
Male
| 50
| 3
| 1
|
Laboratory Technician
| 3
|
Single
| 3,441
| 11,179
| 1
|
Y
|
Yes
| 13
| 3
| 3
| 80
| 0
| 2
| 3
| 2
| 2
| 2
| 2
| 2
|
44
|
No
|
Travel_Rarely
| 1,488
|
Sales
| 1
| 5
|
Marketing
| 1
| 68
| 2
|
Female
| 75
| 3
| 2
|
Sales Executive
| 1
|
Divorced
| 5,454
| 4,009
| 5
|
Y
|
Yes
| 21
| 4
| 3
| 80
| 1
| 9
| 2
| 2
| 4
| 3
| 1
| 3
|
35
|
No
|
Non-Travel
| 1,097
|
Research & Development
| 11
| 2
|
Medical
| 1
| 70
| 3
|
Male
| 79
| 2
| 3
|
Healthcare Representative
| 1
|
Married
| 9,884
| 8,302
| 2
|
Y
|
Yes
| 13
| 3
| 3
| 80
| 1
| 10
| 3
| 3
| 4
| 0
| 2
| 3
|
26
|
No
|
Travel_Rarely
| 1,443
|
Sales
| 23
| 3
|
Marketing
| 1
| 72
| 3
|
Female
| 47
| 2
| 2
|
Sales Executive
| 4
|
Married
| 4,157
| 21,436
| 7
|
Y
|
Yes
| 19
| 3
| 3
| 80
| 1
| 5
| 2
| 2
| 2
| 2
| 0
| 0
|
33
|
No
|
Travel_Frequently
| 515
|
Research & Development
| 1
| 2
|
Life Sciences
| 1
| 73
| 1
|
Female
| 98
| 3
| 3
|
Research Director
| 4
|
Single
| 13,458
| 15,146
| 1
|
Y
|
Yes
| 12
| 3
| 3
| 80
| 0
| 15
| 1
| 3
| 15
| 14
| 8
| 12
|
35
|
No
|
Travel_Frequently
| 853
|
Sales
| 18
| 5
|
Life Sciences
| 1
| 74
| 2
|
Male
| 71
| 3
| 3
|
Sales Executive
| 1
|
Married
| 9,069
| 11,031
| 1
|
Y
|
No
| 22
| 4
| 4
| 80
| 1
| 9
| 3
| 2
| 9
| 8
| 1
| 8
|
35
|
No
|
Travel_Rarely
| 1,142
|
Research & Development
| 23
| 4
|
Medical
| 1
| 75
| 3
|
Female
| 30
| 3
| 1
|
Laboratory Technician
| 1
|
Married
| 4,014
| 16,002
| 3
|
Y
|
Yes
| 15
| 3
| 3
| 80
| 1
| 4
| 3
| 3
| 2
| 2
| 2
| 2
|
31
|
No
|
Travel_Rarely
| 655
|
Research & Development
| 7
| 4
|
Life Sciences
| 1
| 76
| 4
|
Male
| 48
| 3
| 2
|
Laboratory Technician
| 4
|
Divorced
| 5,915
| 9,528
| 3
|
Y
|
No
| 22
| 4
| 4
| 80
| 1
| 10
| 3
| 2
| 7
| 7
| 1
| 7
|
37
|
No
|
Travel_Rarely
| 1,115
|
Research & Development
| 1
| 4
|
Life Sciences
| 1
| 77
| 1
|
Male
| 51
| 2
| 2
|
Manufacturing Director
| 3
|
Divorced
| 5,993
| 2,689
| 1
|
Y
|
No
| 18
| 3
| 3
| 80
| 1
| 7
| 2
| 4
| 7
| 5
| 0
| 7
|
32
|
No
|
Travel_Rarely
| 427
|
Research & Development
| 1
| 3
|
Medical
| 1
| 78
| 1
|
Male
| 33
| 3
| 2
|
Manufacturing Director
| 4
|
Married
| 6,162
| 10,877
| 1
|
Y
|
Yes
| 22
| 4
| 2
| 80
| 1
| 9
| 3
| 3
| 9
| 8
| 7
| 8
|
38
|
No
|
Travel_Frequently
| 653
|
Research & Development
| 29
| 5
|
Life Sciences
| 1
| 79
| 4
|
Female
| 50
| 3
| 2
|
Laboratory Technician
| 4
|
Single
| 2,406
| 5,456
| 1
|
Y
|
No
| 11
| 3
| 4
| 80
| 0
| 10
| 2
| 3
| 10
| 3
| 9
| 9
|
50
|
No
|
Travel_Rarely
| 989
|
Research & Development
| 7
| 2
|
Medical
| 1
| 80
| 2
|
Female
| 43
| 2
| 5
|
Research Director
| 3
|
Divorced
| 18,740
| 16,701
| 5
|
Y
|
Yes
| 12
| 3
| 4
| 80
| 1
| 29
| 2
| 2
| 27
| 3
| 13
| 8
|
59
|
No
|
Travel_Rarely
| 1,435
|
Sales
| 25
| 3
|
Life Sciences
| 1
| 81
| 1
|
Female
| 99
| 3
| 3
|
Sales Executive
| 1
|
Single
| 7,637
| 2,354
| 7
|
Y
|
No
| 11
| 3
| 4
| 80
| 0
| 28
| 3
| 2
| 21
| 16
| 7
| 9
|
36
|
No
|
Travel_Rarely
| 1,223
|
Research & Development
| 8
| 3
|
Technical Degree
| 1
| 83
| 3
|
Female
| 59
| 3
| 3
|
Healthcare Representative
| 3
|
Divorced
| 10,096
| 8,202
| 1
|
Y
|
No
| 13
| 3
| 2
| 80
| 3
| 17
| 2
| 3
| 17
| 14
| 12
| 8
|
55
|
No
|
Travel_Rarely
| 836
|
Research & Development
| 8
| 3
|
Medical
| 1
| 84
| 4
|
Female
| 33
| 3
| 4
|
Manager
| 3
|
Divorced
| 14,756
| 19,730
| 2
|
Y
|
Yes
| 14
| 3
| 3
| 80
| 3
| 21
| 2
| 3
| 5
| 0
| 0
| 2
|
36
|
No
|
Travel_Frequently
| 1,195
|
Research & Development
| 11
| 3
|
Life Sciences
| 1
| 85
| 2
|
Male
| 95
| 2
| 2
|
Manufacturing Director
| 2
|
Single
| 6,499
| 22,656
| 1
|
Y
|
No
| 13
| 3
| 3
| 80
| 0
| 6
| 3
| 3
| 6
| 5
| 0
| 3
|
45
|
No
|
Travel_Rarely
| 1,339
|
Research & Development
| 7
| 3
|
Life Sciences
| 1
| 86
| 2
|
Male
| 59
| 3
| 3
|
Research Scientist
| 1
|
Divorced
| 9,724
| 18,787
| 2
|
Y
|
No
| 17
| 3
| 3
| 80
| 1
| 25
| 2
| 3
| 1
| 0
| 0
| 0
|
35
|
No
|
Travel_Frequently
| 664
|
Research & Development
| 1
| 3
|
Medical
| 1
| 88
| 2
|
Male
| 79
| 3
| 1
|
Research Scientist
| 1
|
Married
| 2,194
| 5,868
| 4
|
Y
|
No
| 13
| 3
| 4
| 80
| 1
| 5
| 2
| 2
| 3
| 2
| 1
| 2
|
36
|
Yes
|
Travel_Rarely
| 318
|
Research & Development
| 9
| 3
|
Medical
| 1
| 90
| 4
|
Male
| 79
| 2
| 1
|
Research Scientist
| 3
|
Married
| 3,388
| 21,777
| 0
|
Y
|
Yes
| 17
| 3
| 1
| 80
| 1
| 2
| 0
| 2
| 1
| 0
| 0
| 0
|
59
|
No
|
Travel_Frequently
| 1,225
|
Sales
| 1
| 1
|
Life Sciences
| 1
| 91
| 1
|
Female
| 57
| 2
| 2
|
Sales Executive
| 3
|
Single
| 5,473
| 24,668
| 7
|
Y
|
No
| 11
| 3
| 4
| 80
| 0
| 20
| 2
| 2
| 4
| 3
| 1
| 3
|
29
|
No
|
Travel_Rarely
| 1,328
|
Research & Development
| 2
| 3
|
Life Sciences
| 1
| 94
| 3
|
Male
| 76
| 3
| 1
|
Research Scientist
| 2
|
Married
| 2,703
| 4,956
| 0
|
Y
|
No
| 23
| 4
| 4
| 80
| 1
| 6
| 3
| 3
| 5
| 4
| 0
| 4
|
31
|
No
|
Travel_Rarely
| 1,082
|
Research & Development
| 1
| 4
|
Medical
| 1
| 95
| 3
|
Male
| 87
| 3
| 1
|
Research Scientist
| 2
|
Single
| 2,501
| 18,775
| 1
|
Y
|
No
| 17
| 3
| 2
| 80
| 0
| 1
| 4
| 3
| 1
| 1
| 1
| 0
|
32
|
No
|
Travel_Rarely
| 548
|
Research & Development
| 1
| 3
|
Life Sciences
| 1
| 96
| 2
|
Male
| 66
| 3
| 2
|
Research Scientist
| 2
|
Married
| 6,220
| 7,346
| 1
|
Y
|
No
| 17
| 3
| 2
| 80
| 2
| 10
| 3
| 3
| 10
| 4
| 0
| 9
|
36
|
No
|
Travel_Rarely
| 132
|
Research & Development
| 6
| 3
|
Life Sciences
| 1
| 97
| 2
|
Female
| 55
| 4
| 1
|
Laboratory Technician
| 4
|
Married
| 3,038
| 22,002
| 3
|
Y
|
No
| 12
| 3
| 2
| 80
| 0
| 5
| 3
| 3
| 1
| 0
| 0
| 0
|
31
|
No
|
Travel_Rarely
| 746
|
Research & Development
| 8
| 4
|
Life Sciences
| 1
| 98
| 3
|
Female
| 61
| 3
| 2
|
Manufacturing Director
| 4
|
Single
| 4,424
| 20,682
| 1
|
Y
|
No
| 23
| 4
| 4
| 80
| 0
| 11
| 2
| 3
| 11
| 7
| 1
| 8
|
35
|
No
|
Travel_Rarely
| 776
|
Sales
| 1
| 4
|
Marketing
| 1
| 100
| 3
|
Male
| 32
| 2
| 2
|
Sales Executive
| 1
|
Single
| 4,312
| 23,016
| 0
|
Y
|
No
| 14
| 3
| 2
| 80
| 0
| 16
| 2
| 3
| 15
| 13
| 2
| 8
|
45
|
No
|
Travel_Rarely
| 193
|
Research & Development
| 6
| 4
|
Other
| 1
| 101
| 4
|
Male
| 52
| 3
| 3
|
Research Director
| 1
|
Married
| 13,245
| 15,067
| 4
|
Y
|
Yes
| 14
| 3
| 2
| 80
| 0
| 17
| 3
| 4
| 0
| 0
| 0
| 0
|
37
|
No
|
Travel_Rarely
| 397
|
Research & Development
| 7
| 4
|
Medical
| 1
| 102
| 1
|
Male
| 30
| 3
| 3
|
Research Director
| 3
|
Single
| 13,664
| 25,258
| 4
|
Y
|
No
| 13
| 3
| 1
| 80
| 0
| 16
| 3
| 4
| 5
| 2
| 0
| 2
|
46
|
No
|
Travel_Rarely
| 945
|
Human Resources
| 5
| 2
|
Medical
| 1
| 103
| 2
|
Male
| 80
| 3
| 2
|
Human Resources
| 2
|
Divorced
| 5,021
| 10,425
| 8
|
Y
|
Yes
| 22
| 4
| 4
| 80
| 1
| 16
| 2
| 3
| 4
| 2
| 0
| 2
|
30
|
No
|
Travel_Rarely
| 852
|
Research & Development
| 1
| 1
|
Life Sciences
| 1
| 104
| 4
|
Male
| 55
| 2
| 2
|
Laboratory Technician
| 4
|
Married
| 5,126
| 15,998
| 1
|
Y
|
Yes
| 12
| 3
| 3
| 80
| 2
| 10
| 1
| 2
| 10
| 8
| 3
| 0
|
35
|
No
|
Travel_Rarely
| 1,214
|
Research & Development
| 1
| 3
|
Medical
| 1
| 105
| 2
|
Male
| 30
| 2
| 1
|
Research Scientist
| 3
|
Single
| 2,859
| 26,278
| 1
|
Y
|
No
| 18
| 3
| 1
| 80
| 0
| 6
| 3
| 3
| 6
| 4
| 0
| 4
|
55
|
No
|
Travel_Rarely
| 111
|
Sales
| 1
| 2
|
Life Sciences
| 1
| 106
| 1
|
Male
| 70
| 3
| 3
|
Sales Executive
| 4
|
Married
| 10,239
| 18,092
| 3
|
Y
|
No
| 14
| 3
| 4
| 80
| 1
| 24
| 4
| 3
| 1
| 0
| 1
| 0
|
38
|
No
|
Non-Travel
| 573
|
Research & Development
| 6
| 3
|
Medical
| 1
| 107
| 2
|
Female
| 79
| 1
| 2
|
Research Scientist
| 4
|
Divorced
| 5,329
| 15,717
| 7
|
Y
|
Yes
| 12
| 3
| 4
| 80
| 3
| 17
| 3
| 3
| 13
| 11
| 1
| 9
|
34
|
No
|
Travel_Rarely
| 1,153
|
Research & Development
| 1
| 2
|
Medical
| 1
| 110
| 1
|
Male
| 94
| 3
| 2
|
Manufacturing Director
| 2
|
Married
| 4,325
| 17,736
| 1
|
Y
|
No
| 15
| 3
| 3
| 80
| 0
| 5
| 2
| 3
| 5
| 2
| 1
| 3
|
56
|
No
|
Travel_Rarely
| 1,400
|
Research & Development
| 7
| 3
|
Life Sciences
| 1
| 112
| 4
|
Male
| 49
| 1
| 3
|
Manufacturing Director
| 4
|
Single
| 7,260
| 21,698
| 4
|
Y
|
No
| 11
| 3
| 1
| 80
| 0
| 37
| 3
| 2
| 6
| 4
| 0
| 2
|
23
|
No
|
Travel_Rarely
| 541
|
Sales
| 2
| 1
|
Technical Degree
| 1
| 113
| 3
|
Male
| 62
| 3
| 1
|
Sales Representative
| 1
|
Divorced
| 2,322
| 9,518
| 3
|
Y
|
No
| 13
| 3
| 3
| 80
| 1
| 3
| 3
| 3
| 0
| 0
| 0
| 0
|
51
|
No
|
Travel_Rarely
| 432
|
Research & Development
| 9
| 4
|
Life Sciences
| 1
| 116
| 4
|
Male
| 96
| 3
| 1
|
Laboratory Technician
| 4
|
Married
| 2,075
| 18,725
| 3
|
Y
|
No
| 23
| 4
| 2
| 80
| 2
| 10
| 4
| 3
| 4
| 2
| 0
| 3
|
30
|
No
|
Travel_Rarely
| 288
|
Research & Development
| 2
| 3
|
Life Sciences
| 1
| 117
| 3
|
Male
| 99
| 2
| 2
|
Healthcare Representative
| 4
|
Married
| 4,152
| 15,830
| 1
|
Y
|
No
| 19
| 3
| 1
| 80
| 3
| 11
| 3
| 3
| 11
| 10
| 10
| 8
|
46
|
Yes
|
Travel_Rarely
| 669
|
Sales
| 9
| 2
|
Medical
| 1
| 118
| 3
|
Male
| 64
| 2
| 3
|
Sales Executive
| 4
|
Single
| 9,619
| 13,596
| 1
|
Y
|
No
| 16
| 3
| 4
| 80
| 0
| 9
| 3
| 3
| 9
| 8
| 4
| 7
|
40
|
No
|
Travel_Frequently
| 530
|
Research & Development
| 1
| 4
|
Life Sciences
| 1
| 119
| 3
|
Male
| 78
| 2
| 4
|
Healthcare Representative
| 2
|
Married
| 13,503
| 14,115
| 1
|
Y
|
No
| 22
| 4
| 4
| 80
| 1
| 22
| 3
| 2
| 22
| 3
| 11
| 11
|
51
|
No
|
Travel_Rarely
| 632
|
Sales
| 21
| 4
|
Marketing
| 1
| 120
| 3
|
Male
| 71
| 3
| 2
|
Sales Executive
| 4
|
Single
| 5,441
| 8,423
| 0
|
Y
|
Yes
| 22
| 4
| 4
| 80
| 0
| 11
| 2
| 1
| 10
| 7
| 1
| 0
|
30
|
No
|
Travel_Rarely
| 1,334
|
Sales
| 4
| 2
|
Medical
| 1
| 121
| 3
|
Female
| 63
| 2
| 2
|
Sales Executive
| 2
|
Divorced
| 5,209
| 19,760
| 1
|
Y
|
Yes
| 12
| 3
| 2
| 80
| 3
| 11
| 4
| 2
| 11
| 8
| 2
| 7
|
46
|
No
|
Travel_Frequently
| 638
|
Research & Development
| 1
| 3
|
Medical
| 1
| 124
| 3
|
Male
| 40
| 2
| 3
|
Healthcare Representative
| 1
|
Married
| 10,673
| 3,142
| 2
|
Y
|
Yes
| 13
| 3
| 3
| 80
| 1
| 21
| 5
| 2
| 10
| 9
| 9
| 5
|
32
|
No
|
Travel_Rarely
| 1,093
|
Sales
| 6
| 4
|
Medical
| 1
| 125
| 2
|
Male
| 87
| 3
| 2
|
Sales Executive
| 3
|
Single
| 5,010
| 24,301
| 1
|
Y
|
No
| 16
| 3
| 1
| 80
| 0
| 12
| 0
| 3
| 11
| 8
| 5
| 7
|
54
|
No
|
Travel_Rarely
| 1,217
|
Research & Development
| 2
| 4
|
Technical Degree
| 1
| 126
| 1
|
Female
| 60
| 3
| 3
|
Research Director
| 3
|
Married
| 13,549
| 24,001
| 9
|
Y
|
No
| 12
| 3
| 1
| 80
| 1
| 16
| 5
| 1
| 4
| 3
| 0
| 3
|
24
|
No
|
Travel_Rarely
| 1,353
|
Sales
| 3
| 2
|
Other
| 1
| 128
| 1
|
Female
| 33
| 3
| 2
|
Sales Executive
| 3
|
Married
| 4,999
| 17,519
| 0
|
Y
|
No
| 21
| 4
| 1
| 80
| 1
| 4
| 2
| 2
| 3
| 2
| 0
| 2
|
28
|
No
|
Non-Travel
| 120
|
Sales
| 4
| 3
|
Medical
| 1
| 129
| 2
|
Male
| 43
| 3
| 2
|
Sales Executive
| 3
|
Married
| 4,221
| 8,863
| 1
|
Y
|
No
| 15
| 3
| 2
| 80
| 0
| 5
| 3
| 4
| 5
| 4
| 0
| 4
|
58
|
No
|
Travel_Rarely
| 682
|
Sales
| 10
| 4
|
Medical
| 1
| 131
| 4
|
Male
| 37
| 3
| 4
|
Sales Executive
| 3
|
Single
| 13,872
| 24,409
| 0
|
Y
|
No
| 13
| 3
| 3
| 80
| 0
| 38
| 1
| 2
| 37
| 10
| 1
| 8
|
44
|
No
|
Non-Travel
| 489
|
Research & Development
| 23
| 3
|
Medical
| 1
| 132
| 2
|
Male
| 67
| 3
| 2
|
Laboratory Technician
| 2
|
Married
| 2,042
| 25,043
| 4
|
Y
|
No
| 12
| 3
| 3
| 80
| 1
| 17
| 3
| 4
| 3
| 2
| 1
| 2
|