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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
46
|
Yes
|
Non-Travel
| 1,301
|
Software
| 19
| 4
|
Marketing
| 1
| 4,101
| 3
|
Female
| 121
| 2
| 2
|
Laboratory Technician
| 3
|
Married
| 8,042
| 176,924
| 2
|
Y
|
Yes
| 43
| 3
| 1
| 80
| 3
| 35
| 2
| 1
| 22
| 1
| 20
| 2
|
31
|
No
|
Non-Travel
| 720
|
Human Resources
| 17
| 5
|
Technical Degree
| 1
| 4,102
| 4
|
Male
| 163
| 4
| 1
|
Manager
| 3
|
Single
| 21,383
| 106,915
| 1
|
Y
|
No
| 19
| 3
| 3
| 80
| 2
| 29
| 5
| 1
| 25
| 10
| 14
| 2
|
42
|
No
|
Travel_Frequently
| 111
|
Sales
| 31
| 3
|
Life Sciences
| 1
| 4,103
| 1
|
Female
| 139
| 4
| 5
|
Research Director
| 3
|
Divorced
| 8,511
| 110,643
| 7
|
Y
|
No
| 42
| 4
| 3
| 80
| 1
| 19
| 1
| 1
| 17
| 7
| 1
| 2
|
23
|
Yes
|
Travel_Frequently
| 1,402
|
Support
| 41
| 5
|
Medical
| 1
| 4,104
| 3
|
Female
| 167
| 1
| 2
|
Human Resources
| 3
|
Divorced
| 45,324
| 135,972
| 5
|
Y
|
Yes
| 31
| 2
| 1
| 80
| 1
| 2
| 5
| 3
| 2
| 1
| 1
| 1
|
50
|
Yes
|
Travel_Rarely
| 718
|
Research & Development
| 46
| 4
|
Technical Degree
| 1
| 4,105
| 4
|
Male
| 164
| 1
| 4
|
Healthcare Representative
| 4
|
Married
| 30,594
| 428,316
| 6
|
Y
|
Yes
| 4
| 1
| 4
| 80
| 3
| 37
| 6
| 1
| 14
| 14
| 11
| 9
|
20
|
Yes
|
Non-Travel
| 469
|
Research & Development
| 33
| 1
|
Life Sciences
| 1
| 4,106
| 4
|
Female
| 59
| 1
| 1
|
Manager
| 3
|
Single
| 45,335
| 498,685
| 2
|
Y
|
No
| 42
| 2
| 3
| 80
| 1
| 13
| 1
| 4
| 1
| 1
| 1
| 1
|
18
|
No
|
Travel_Rarely
| 970
|
Hardware
| 46
| 5
|
Human Resources
| 1
| 4,107
| 4
|
Female
| 55
| 3
| 3
|
Laboratory Technician
| 2
|
Divorced
| 7,983
| 31,932
| 4
|
Y
|
Yes
| 24
| 4
| 1
| 80
| 2
| 35
| 3
| 1
| 27
| 25
| 4
| 21
|
57
|
No
|
Non-Travel
| 830
|
Sales
| 37
| 2
|
Human Resources
| 1
| 4,108
| 3
|
Male
| 128
| 4
| 5
|
Manufacturing Director
| 4
|
Divorced
| 49,069
| 834,173
| 7
|
Y
|
Yes
| 3
| 1
| 2
| 80
| 4
| 26
| 3
| 2
| 18
| 16
| 15
| 16
|
47
|
No
|
Travel_Frequently
| 1,091
|
Support
| 36
| 2
|
Marketing
| 1
| 4,109
| 3
|
Male
| 129
| 2
| 4
|
Laboratory Technician
| 3
|
Single
| 17,805
| 427,320
| 6
|
Y
|
No
| 30
| 3
| 4
| 80
| 4
| 2
| 4
| 4
| 1
| 1
| 1
| 1
|
59
|
No
|
Travel_Frequently
| 748
|
Software
| 34
| 3
|
Life Sciences
| 1
| 4,110
| 4
|
Male
| 157
| 4
| 2
|
Developer
| 4
|
Married
| 43,007
| 645,105
| 6
|
Y
|
No
| 43
| 2
| 2
| 80
| 3
| 5
| 1
| 3
| 4
| 2
| 3
| 3
|
50
|
Yes
|
Non-Travel
| 562
|
Sales
| 34
| 2
|
Human Resources
| 1
| 4,111
| 3
|
Female
| 189
| 3
| 2
|
Laboratory Technician
| 4
|
Single
| 15,362
| 46,086
| 2
|
Y
|
Yes
| 44
| 1
| 1
| 80
| 3
| 3
| 5
| 2
| 3
| 1
| 1
| 1
|
32
|
No
|
Travel_Rarely
| 276
|
Support
| 12
| 5
|
Life Sciences
| 1
| 4,112
| 1
|
Female
| 195
| 1
| 4
|
Sales Executive
| 2
|
Single
| 16,088
| 80,440
| 7
|
Y
|
No
| 1
| 1
| 1
| 80
| 2
| 28
| 5
| 3
| 22
| 19
| 1
| 19
|
28
|
No
|
Non-Travel
| 1,019
|
Sales
| 9
| 2
|
Human Resources
| 1
| 4,113
| 2
|
Female
| 126
| 4
| 5
|
Human Resources
| 1
|
Married
| 45,634
| 1,186,484
| 8
|
Y
|
Yes
| 13
| 1
| 4
| 80
| 2
| 13
| 4
| 2
| 11
| 1
| 11
| 5
|
25
|
No
|
Travel_Frequently
| 786
|
Software
| 15
| 3
|
Other
| 1
| 4,114
| 3
|
Female
| 86
| 2
| 5
|
Research Director
| 3
|
Single
| 2,750
| 55,000
| 5
|
Y
|
Yes
| 16
| 2
| 1
| 80
| 1
| 5
| 4
| 1
| 3
| 3
| 2
| 3
|
54
|
Yes
|
Travel_Frequently
| 957
|
Support
| 26
| 5
|
Medical
| 1
| 4,115
| 1
|
Female
| 167
| 4
| 3
|
Sales Executive
| 3
|
Single
| 29,972
| 449,580
| 7
|
Y
|
Yes
| 35
| 1
| 3
| 80
| 4
| 2
| 1
| 2
| 1
| 1
| 1
| 1
|
52
|
No
|
Travel_Rarely
| 1,401
|
Human Resources
| 45
| 5
|
Marketing
| 1
| 4,116
| 4
|
Female
| 180
| 3
| 2
|
Research Director
| 1
|
Divorced
| 42,571
| 127,713
| 3
|
Y
|
No
| 4
| 1
| 2
| 80
| 1
| 19
| 5
| 4
| 13
| 4
| 12
| 1
|
60
|
Yes
|
Travel_Rarely
| 565
|
Support
| 3
| 1
|
Life Sciences
| 1
| 4,117
| 2
|
Male
| 71
| 4
| 3
|
Laboratory Technician
| 4
|
Married
| 38,921
| 1,089,788
| 5
|
Y
|
Yes
| 2
| 2
| 4
| 80
| 3
| 24
| 1
| 3
| 4
| 2
| 2
| 1
|
49
|
No
|
Travel_Frequently
| 669
|
Research & Development
| 49
| 1
|
Human Resources
| 1
| 4,118
| 1
|
Male
| 188
| 3
| 2
|
Research Scientist
| 2
|
Single
| 36,205
| 687,895
| 5
|
Y
|
Yes
| 42
| 4
| 4
| 80
| 4
| 22
| 1
| 1
| 13
| 5
| 1
| 13
|
59
|
Yes
|
Travel_Rarely
| 380
|
Sales
| 22
| 2
|
Medical
| 1
| 4,119
| 2
|
Female
| 55
| 1
| 3
|
Research Director
| 4
|
Divorced
| 24,625
| 172,375
| 2
|
Y
|
Yes
| 32
| 2
| 4
| 80
| 3
| 29
| 2
| 2
| 9
| 4
| 3
| 6
|
59
|
No
|
Travel_Rarely
| 1,022
|
Human Resources
| 5
| 3
|
Medical
| 1
| 4,120
| 3
|
Male
| 60
| 4
| 1
|
Healthcare Representative
| 4
|
Divorced
| 39,792
| 636,672
| 8
|
Y
|
No
| 13
| 2
| 3
| 80
| 1
| 8
| 1
| 4
| 5
| 4
| 4
| 2
|
43
|
Yes
|
Travel_Rarely
| 180
|
Research & Development
| 32
| 4
|
Human Resources
| 1
| 4,121
| 3
|
Female
| 107
| 3
| 1
|
Sales Executive
| 2
|
Single
| 48,724
| 779,584
| 8
|
Y
|
No
| 20
| 3
| 4
| 80
| 4
| 12
| 4
| 2
| 11
| 8
| 11
| 5
|
23
|
No
|
Travel_Frequently
| 1,227
|
Hardware
| 45
| 5
|
Other
| 1
| 4,122
| 1
|
Male
| 123
| 2
| 4
|
Sales Executive
| 2
|
Married
| 2,526
| 20,208
| 6
|
Y
|
Yes
| 0
| 4
| 4
| 80
| 1
| 33
| 5
| 2
| 12
| 7
| 5
| 9
|
43
|
Yes
|
Travel_Frequently
| 716
|
Research & Development
| 47
| 3
|
Technical Degree
| 1
| 4,123
| 3
|
Female
| 198
| 3
| 2
|
Human Resources
| 3
|
Married
| 4,213
| 16,852
| 2
|
Y
|
Yes
| 18
| 2
| 3
| 80
| 2
| 20
| 6
| 4
| 12
| 9
| 5
| 6
|
32
|
No
|
Travel_Rarely
| 280
|
Sales
| 4
| 1
|
Human Resources
| 1
| 4,124
| 1
|
Male
| 137
| 1
| 5
|
Sales Executive
| 4
|
Married
| 14,586
| 43,758
| 8
|
Y
|
Yes
| 18
| 3
| 2
| 80
| 3
| 38
| 6
| 4
| 2
| 1
| 2
| 1
|
51
|
Yes
|
Travel_Frequently
| 1,386
|
Sales
| 4
| 1
|
Human Resources
| 1
| 4,125
| 1
|
Female
| 32
| 4
| 5
|
Research Scientist
| 1
|
Divorced
| 42,167
| 506,004
| 6
|
Y
|
No
| 42
| 2
| 1
| 80
| 2
| 34
| 2
| 4
| 1
| 1
| 1
| 1
|
57
|
Yes
|
Non-Travel
| 1,476
|
Research & Development
| 31
| 2
|
Human Resources
| 1
| 4,126
| 4
|
Female
| 88
| 1
| 1
|
Developer
| 1
|
Married
| 45,093
| 541,116
| 8
|
Y
|
Yes
| 41
| 2
| 1
| 80
| 1
| 36
| 2
| 2
| 31
| 3
| 29
| 27
|
41
|
Yes
|
Travel_Rarely
| 1,365
|
Software
| 25
| 2
|
Other
| 1
| 4,127
| 1
|
Female
| 69
| 3
| 5
|
Human Resources
| 3
|
Married
| 26,802
| 750,456
| 1
|
Y
|
Yes
| 36
| 4
| 1
| 80
| 1
| 11
| 5
| 3
| 1
| 1
| 1
| 1
|
23
|
No
|
Travel_Rarely
| 153
|
Support
| 49
| 2
|
Marketing
| 1
| 4,128
| 1
|
Female
| 56
| 1
| 4
|
Healthcare Representative
| 3
|
Single
| 12,310
| 344,680
| 0
|
Y
|
No
| 32
| 2
| 4
| 80
| 3
| 6
| 3
| 1
| 1
| 1
| 1
| 1
|
33
|
Yes
|
Travel_Rarely
| 795
|
Support
| 49
| 5
|
Medical
| 1
| 4,129
| 3
|
Male
| 142
| 4
| 2
|
Sales Executive
| 4
|
Single
| 4,782
| 4,782
| 3
|
Y
|
Yes
| 34
| 2
| 1
| 80
| 2
| 9
| 1
| 1
| 9
| 1
| 5
| 4
|
51
|
No
|
Travel_Frequently
| 607
|
Support
| 41
| 3
|
Technical Degree
| 1
| 4,130
| 4
|
Male
| 190
| 1
| 2
|
Human Resources
| 3
|
Single
| 40,735
| 1,059,110
| 5
|
Y
|
No
| 25
| 2
| 3
| 80
| 3
| 26
| 3
| 3
| 21
| 14
| 3
| 16
|
36
|
Yes
|
Travel_Rarely
| 438
|
Hardware
| 19
| 3
|
Human Resources
| 1
| 4,131
| 3
|
Female
| 75
| 3
| 5
|
Developer
| 3
|
Single
| 37,226
| 148,904
| 7
|
Y
|
No
| 3
| 4
| 4
| 80
| 4
| 23
| 3
| 2
| 5
| 5
| 4
| 4
|
32
|
No
|
Travel_Rarely
| 120
|
Hardware
| 17
| 1
|
Human Resources
| 1
| 4,132
| 1
|
Female
| 85
| 3
| 1
|
Laboratory Technician
| 3
|
Single
| 22,316
| 446,320
| 5
|
Y
|
Yes
| 28
| 3
| 3
| 80
| 4
| 6
| 2
| 1
| 2
| 2
| 1
| 1
|
35
|
Yes
|
Travel_Rarely
| 1,299
|
Research & Development
| 14
| 3
|
Human Resources
| 1
| 4,133
| 1
|
Female
| 60
| 1
| 3
|
Research Scientist
| 4
|
Married
| 5,351
| 5,351
| 0
|
Y
|
No
| 3
| 2
| 4
| 80
| 2
| 27
| 6
| 4
| 21
| 1
| 13
| 16
|
49
|
No
|
Travel_Frequently
| 330
|
Research & Development
| 19
| 1
|
Technical Degree
| 1
| 4,134
| 1
|
Female
| 44
| 1
| 3
|
Laboratory Technician
| 3
|
Divorced
| 11,444
| 274,656
| 1
|
Y
|
Yes
| 21
| 1
| 2
| 80
| 2
| 24
| 6
| 2
| 10
| 6
| 8
| 5
|
53
|
Yes
|
Non-Travel
| 522
|
Sales
| 29
| 3
|
Marketing
| 1
| 4,135
| 3
|
Male
| 156
| 1
| 4
|
Healthcare Representative
| 2
|
Single
| 13,179
| 92,253
| 2
|
Y
|
Yes
| 1
| 4
| 1
| 80
| 4
| 40
| 6
| 3
| 3
| 2
| 3
| 3
|
26
|
No
|
Non-Travel
| 1,381
|
Human Resources
| 37
| 3
|
Other
| 1
| 4,136
| 4
|
Female
| 40
| 1
| 3
|
Developer
| 1
|
Married
| 45,921
| 137,763
| 3
|
Y
|
No
| 2
| 4
| 2
| 80
| 1
| 40
| 2
| 3
| 18
| 5
| 3
| 16
|
18
|
Yes
|
Travel_Rarely
| 1,188
|
Research & Development
| 21
| 3
|
Marketing
| 1
| 4,137
| 4
|
Female
| 182
| 1
| 5
|
Research Scientist
| 2
|
Single
| 23,254
| 209,286
| 8
|
Y
|
No
| 18
| 2
| 4
| 80
| 1
| 36
| 3
| 3
| 11
| 3
| 10
| 4
|
45
|
Yes
|
Travel_Frequently
| 562
|
Hardware
| 30
| 2
|
Marketing
| 1
| 4,138
| 2
|
Female
| 109
| 3
| 2
|
Human Resources
| 2
|
Divorced
| 48,600
| 194,400
| 1
|
Y
|
No
| 20
| 4
| 2
| 80
| 1
| 40
| 5
| 4
| 34
| 30
| 30
| 24
|
29
|
Yes
|
Travel_Rarely
| 773
|
Support
| 3
| 5
|
Marketing
| 1
| 4,139
| 4
|
Male
| 132
| 2
| 4
|
Research Scientist
| 4
|
Divorced
| 23,810
| 214,290
| 6
|
Y
|
Yes
| 18
| 2
| 3
| 80
| 2
| 35
| 6
| 4
| 23
| 18
| 2
| 12
|
46
|
No
|
Travel_Frequently
| 616
|
Research & Development
| 37
| 2
|
Other
| 1
| 4,140
| 2
|
Female
| 143
| 3
| 5
|
Research Director
| 2
|
Divorced
| 26,870
| 510,530
| 4
|
Y
|
No
| 34
| 1
| 3
| 80
| 3
| 27
| 2
| 1
| 25
| 15
| 11
| 21
|
54
|
Yes
|
Travel_Rarely
| 434
|
Sales
| 27
| 2
|
Medical
| 1
| 4,141
| 2
|
Male
| 75
| 2
| 5
|
Research Scientist
| 2
|
Divorced
| 38,311
| 842,842
| 3
|
Y
|
Yes
| 31
| 4
| 3
| 80
| 1
| 7
| 3
| 1
| 4
| 2
| 1
| 1
|
56
|
Yes
|
Non-Travel
| 1,069
|
Hardware
| 45
| 1
|
Medical
| 1
| 4,142
| 2
|
Male
| 172
| 3
| 5
|
Healthcare Representative
| 3
|
Single
| 49,685
| 695,590
| 6
|
Y
|
No
| 4
| 3
| 3
| 80
| 2
| 38
| 5
| 4
| 30
| 18
| 13
| 10
|
49
|
Yes
|
Non-Travel
| 572
|
Hardware
| 9
| 1
|
Marketing
| 1
| 4,143
| 3
|
Male
| 96
| 1
| 5
|
Research Director
| 1
|
Married
| 50,819
| 914,742
| 7
|
Y
|
No
| 9
| 2
| 2
| 80
| 4
| 9
| 2
| 2
| 6
| 5
| 5
| 2
|
35
|
No
|
Non-Travel
| 909
|
Sales
| 50
| 3
|
Life Sciences
| 1
| 4,144
| 1
|
Male
| 31
| 2
| 5
|
Healthcare Representative
| 2
|
Divorced
| 44,313
| 487,443
| 6
|
Y
|
No
| 23
| 3
| 4
| 80
| 4
| 17
| 4
| 4
| 1
| 1
| 1
| 1
|
35
|
No
|
Non-Travel
| 318
|
Software
| 14
| 1
|
Medical
| 1
| 4,145
| 1
|
Male
| 181
| 3
| 3
|
Human Resources
| 2
|
Married
| 33,122
| 99,366
| 8
|
Y
|
Yes
| 21
| 3
| 2
| 80
| 4
| 1
| 6
| 1
| 1
| 1
| 1
| 1
|
37
|
No
|
Travel_Rarely
| 653
|
Sales
| 21
| 2
|
Technical Degree
| 1
| 4,146
| 1
|
Female
| 96
| 2
| 2
|
Laboratory Technician
| 1
|
Married
| 17,504
| 35,008
| 6
|
Y
|
Yes
| 37
| 2
| 4
| 80
| 2
| 40
| 6
| 1
| 13
| 3
| 4
| 11
|
31
|
No
|
Non-Travel
| 730
|
Sales
| 29
| 3
|
Medical
| 1
| 4,147
| 3
|
Male
| 170
| 4
| 3
|
Sales Executive
| 1
|
Divorced
| 22,047
| 418,893
| 3
|
Y
|
No
| 17
| 3
| 3
| 80
| 2
| 34
| 5
| 1
| 3
| 1
| 1
| 2
|
52
|
Yes
|
Travel_Rarely
| 609
|
Sales
| 40
| 4
|
Technical Degree
| 1
| 4,148
| 1
|
Male
| 39
| 1
| 3
|
Laboratory Technician
| 4
|
Single
| 18,263
| 36,526
| 7
|
Y
|
Yes
| 27
| 3
| 2
| 80
| 2
| 12
| 1
| 4
| 3
| 3
| 3
| 1
|
26
|
No
|
Non-Travel
| 608
|
Sales
| 25
| 5
|
Marketing
| 1
| 4,149
| 2
|
Male
| 129
| 3
| 1
|
Sales Representative
| 4
|
Married
| 7,916
| 7,916
| 5
|
Y
|
No
| 44
| 2
| 3
| 80
| 3
| 40
| 1
| 1
| 16
| 7
| 11
| 11
|
20
|
Yes
|
Non-Travel
| 899
|
Software
| 12
| 4
|
Other
| 1
| 4,150
| 1
|
Female
| 88
| 1
| 5
|
Manager
| 2
|
Married
| 21,903
| 109,515
| 0
|
Y
|
Yes
| 16
| 3
| 3
| 80
| 1
| 30
| 5
| 4
| 25
| 9
| 4
| 13
|
23
|
No
|
Non-Travel
| 839
|
Human Resources
| 49
| 2
|
Other
| 1
| 4,151
| 2
|
Male
| 122
| 3
| 2
|
Developer
| 3
|
Married
| 7,570
| 98,410
| 0
|
Y
|
No
| 6
| 3
| 1
| 80
| 1
| 33
| 4
| 2
| 30
| 18
| 16
| 2
|
32
|
Yes
|
Travel_Frequently
| 744
|
Software
| 31
| 3
|
Technical Degree
| 1
| 4,152
| 1
|
Male
| 126
| 1
| 3
|
Sales Executive
| 1
|
Married
| 27,577
| 799,733
| 5
|
Y
|
No
| 22
| 2
| 4
| 80
| 3
| 2
| 2
| 1
| 2
| 1
| 1
| 1
|
31
|
No
|
Non-Travel
| 1,283
|
Human Resources
| 23
| 2
|
Technical Degree
| 1
| 4,153
| 4
|
Male
| 181
| 2
| 3
|
Laboratory Technician
| 4
|
Divorced
| 7,895
| 118,425
| 4
|
Y
|
No
| 47
| 2
| 1
| 80
| 4
| 28
| 5
| 2
| 10
| 6
| 3
| 2
|
47
|
Yes
|
Travel_Rarely
| 460
|
Software
| 28
| 1
|
Marketing
| 1
| 4,154
| 2
|
Male
| 170
| 2
| 2
|
Manager
| 4
|
Married
| 23,986
| 407,762
| 0
|
Y
|
Yes
| 27
| 4
| 4
| 80
| 3
| 40
| 3
| 1
| 22
| 2
| 12
| 6
|
39
|
Yes
|
Travel_Frequently
| 1,178
|
Software
| 27
| 4
|
Human Resources
| 1
| 4,155
| 3
|
Male
| 61
| 1
| 3
|
Human Resources
| 2
|
Single
| 28,298
| 764,046
| 1
|
Y
|
Yes
| 6
| 2
| 1
| 80
| 4
| 5
| 5
| 3
| 5
| 4
| 5
| 5
|
28
|
No
|
Travel_Frequently
| 189
|
Sales
| 6
| 1
|
Technical Degree
| 1
| 4,156
| 1
|
Female
| 48
| 1
| 5
|
Research Director
| 2
|
Married
| 40,416
| 1,091,232
| 4
|
Y
|
No
| 15
| 3
| 3
| 80
| 4
| 12
| 4
| 3
| 9
| 7
| 3
| 7
|
28
|
No
|
Travel_Rarely
| 418
|
Hardware
| 7
| 5
|
Other
| 1
| 4,157
| 3
|
Male
| 147
| 1
| 2
|
Research Director
| 3
|
Divorced
| 13,070
| 169,910
| 6
|
Y
|
No
| 1
| 2
| 2
| 80
| 4
| 1
| 6
| 1
| 1
| 1
| 1
| 1
|
31
|
No
|
Non-Travel
| 901
|
Sales
| 16
| 3
|
Human Resources
| 1
| 4,158
| 2
|
Male
| 191
| 1
| 3
|
Research Scientist
| 3
|
Single
| 12,837
| 128,370
| 2
|
Y
|
Yes
| 23
| 4
| 2
| 80
| 1
| 31
| 2
| 1
| 31
| 23
| 22
| 11
|
34
|
Yes
|
Travel_Frequently
| 761
|
Research & Development
| 16
| 4
|
Human Resources
| 1
| 4,159
| 3
|
Male
| 145
| 1
| 4
|
Sales Executive
| 2
|
Single
| 27,060
| 541,200
| 5
|
Y
|
No
| 25
| 4
| 4
| 80
| 4
| 25
| 6
| 3
| 15
| 9
| 1
| 9
|
32
|
Yes
|
Travel_Frequently
| 984
|
Software
| 13
| 4
|
Medical
| 1
| 4,160
| 2
|
Female
| 74
| 3
| 5
|
Research Scientist
| 1
|
Single
| 7,215
| 158,730
| 0
|
Y
|
Yes
| 30
| 4
| 3
| 80
| 4
| 31
| 2
| 3
| 30
| 5
| 17
| 30
|
55
|
Yes
|
Non-Travel
| 809
|
Software
| 46
| 5
|
Marketing
| 1
| 4,161
| 2
|
Female
| 57
| 1
| 5
|
Manager
| 1
|
Single
| 40,615
| 568,610
| 2
|
Y
|
No
| 33
| 3
| 1
| 80
| 1
| 35
| 5
| 4
| 17
| 12
| 5
| 13
|
57
|
No
|
Non-Travel
| 286
|
Software
| 49
| 2
|
Life Sciences
| 1
| 4,162
| 3
|
Male
| 64
| 1
| 5
|
Sales Representative
| 2
|
Single
| 4,738
| 132,664
| 7
|
Y
|
No
| 10
| 1
| 1
| 80
| 4
| 40
| 6
| 2
| 36
| 35
| 19
| 22
|
20
|
Yes
|
Travel_Rarely
| 1,346
|
Support
| 49
| 1
|
Life Sciences
| 1
| 4,163
| 2
|
Male
| 166
| 1
| 4
|
Manager
| 3
|
Married
| 2,207
| 66,210
| 7
|
Y
|
Yes
| 16
| 4
| 3
| 80
| 1
| 6
| 5
| 2
| 1
| 1
| 1
| 1
|
23
|
No
|
Travel_Frequently
| 1,394
|
Support
| 39
| 2
|
Life Sciences
| 1
| 4,164
| 3
|
Female
| 52
| 4
| 1
|
Manufacturing Director
| 2
|
Divorced
| 16,155
| 80,775
| 5
|
Y
|
No
| 46
| 1
| 4
| 80
| 4
| 2
| 6
| 1
| 1
| 1
| 1
| 1
|
55
|
Yes
|
Travel_Rarely
| 149
|
Hardware
| 16
| 2
|
Human Resources
| 1
| 4,165
| 3
|
Male
| 188
| 3
| 1
|
Developer
| 3
|
Single
| 9,704
| 38,816
| 5
|
Y
|
Yes
| 33
| 1
| 4
| 80
| 4
| 29
| 1
| 2
| 21
| 8
| 21
| 4
|
48
|
No
|
Non-Travel
| 1,125
|
Hardware
| 25
| 1
|
Other
| 1
| 4,166
| 4
|
Male
| 38
| 3
| 3
|
Human Resources
| 2
|
Single
| 4,886
| 73,290
| 1
|
Y
|
No
| 48
| 2
| 3
| 80
| 1
| 6
| 2
| 3
| 1
| 1
| 1
| 1
|
60
|
Yes
|
Travel_Frequently
| 582
|
Support
| 40
| 1
|
Human Resources
| 1
| 4,167
| 1
|
Female
| 190
| 3
| 5
|
Sales Executive
| 2
|
Single
| 3,699
| 11,097
| 6
|
Y
|
No
| 14
| 4
| 3
| 80
| 1
| 1
| 5
| 1
| 1
| 1
| 1
| 1
|
24
|
No
|
Non-Travel
| 528
|
Sales
| 41
| 5
|
Human Resources
| 1
| 4,168
| 3
|
Female
| 41
| 2
| 5
|
Research Director
| 4
|
Married
| 11,129
| 166,935
| 2
|
Y
|
No
| 7
| 4
| 2
| 80
| 3
| 12
| 5
| 2
| 5
| 5
| 5
| 5
|
22
|
No
|
Travel_Frequently
| 1,161
|
Human Resources
| 11
| 4
|
Technical Degree
| 1
| 4,169
| 2
|
Male
| 113
| 3
| 1
|
Manufacturing Director
| 2
|
Married
| 18,856
| 113,136
| 2
|
Y
|
No
| 21
| 3
| 1
| 80
| 2
| 36
| 1
| 1
| 15
| 10
| 7
| 11
|
41
|
Yes
|
Travel_Frequently
| 456
|
Human Resources
| 38
| 1
|
Medical
| 1
| 4,170
| 3
|
Female
| 163
| 2
| 3
|
Sales Executive
| 1
|
Single
| 31,613
| 347,743
| 8
|
Y
|
Yes
| 8
| 4
| 3
| 80
| 3
| 10
| 5
| 1
| 2
| 2
| 2
| 1
|
18
|
No
|
Non-Travel
| 920
|
Software
| 44
| 1
|
Life Sciences
| 1
| 4,171
| 3
|
Male
| 62
| 4
| 5
|
Human Resources
| 1
|
Divorced
| 41,700
| 708,900
| 8
|
Y
|
Yes
| 29
| 4
| 3
| 80
| 1
| 24
| 3
| 3
| 20
| 10
| 3
| 11
|
45
|
Yes
|
Non-Travel
| 505
|
Hardware
| 45
| 1
|
Marketing
| 1
| 4,172
| 1
|
Female
| 140
| 3
| 4
|
Manager
| 2
|
Married
| 22,213
| 577,538
| 8
|
Y
|
Yes
| 36
| 2
| 1
| 80
| 1
| 20
| 6
| 3
| 18
| 15
| 4
| 17
|
44
|
No
|
Travel_Frequently
| 1,070
|
Support
| 8
| 1
|
Life Sciences
| 1
| 4,173
| 4
|
Female
| 182
| 4
| 1
|
Healthcare Representative
| 2
|
Married
| 35,782
| 357,820
| 2
|
Y
|
Yes
| 17
| 2
| 1
| 80
| 2
| 28
| 1
| 4
| 20
| 13
| 3
| 14
|
50
|
No
|
Travel_Rarely
| 1,294
|
Software
| 50
| 2
|
Life Sciences
| 1
| 4,174
| 4
|
Female
| 139
| 3
| 3
|
Laboratory Technician
| 4
|
Married
| 3,104
| 80,704
| 6
|
Y
|
Yes
| 0
| 1
| 4
| 80
| 3
| 4
| 4
| 2
| 3
| 1
| 1
| 1
|
52
|
No
|
Travel_Frequently
| 657
|
Research & Development
| 34
| 1
|
Marketing
| 1
| 4,175
| 3
|
Male
| 132
| 2
| 5
|
Human Resources
| 2
|
Married
| 7,675
| 15,350
| 7
|
Y
|
No
| 8
| 4
| 4
| 80
| 1
| 15
| 1
| 3
| 11
| 1
| 11
| 10
|
31
|
No
|
Travel_Frequently
| 570
|
Hardware
| 50
| 5
|
Marketing
| 1
| 4,176
| 1
|
Male
| 186
| 4
| 4
|
Manufacturing Director
| 2
|
Divorced
| 8,633
| 164,027
| 4
|
Y
|
Yes
| 18
| 4
| 1
| 80
| 2
| 28
| 1
| 3
| 5
| 4
| 3
| 4
|
37
|
No
|
Travel_Rarely
| 1,036
|
Software
| 50
| 1
|
Technical Degree
| 1
| 4,177
| 1
|
Male
| 142
| 2
| 5
|
Manager
| 4
|
Divorced
| 49,723
| 1,193,352
| 5
|
Y
|
No
| 37
| 1
| 3
| 80
| 3
| 1
| 4
| 2
| 1
| 1
| 1
| 1
|
21
|
Yes
|
Non-Travel
| 616
|
Human Resources
| 32
| 5
|
Life Sciences
| 1
| 4,178
| 1
|
Female
| 57
| 2
| 4
|
Research Scientist
| 2
|
Divorced
| 36,616
| 476,008
| 0
|
Y
|
No
| 12
| 3
| 3
| 80
| 3
| 28
| 6
| 2
| 4
| 1
| 1
| 2
|
42
|
No
|
Non-Travel
| 748
|
Sales
| 35
| 1
|
Technical Degree
| 1
| 4,179
| 3
|
Male
| 160
| 2
| 3
|
Sales Executive
| 4
|
Married
| 7,981
| 95,772
| 3
|
Y
|
No
| 3
| 2
| 4
| 80
| 1
| 38
| 6
| 3
| 3
| 2
| 2
| 1
|
41
|
Yes
|
Travel_Frequently
| 1,355
|
Human Resources
| 4
| 4
|
Human Resources
| 1
| 4,180
| 3
|
Male
| 178
| 4
| 4
|
Sales Executive
| 2
|
Divorced
| 14,232
| 42,696
| 4
|
Y
|
Yes
| 42
| 3
| 2
| 80
| 2
| 28
| 5
| 4
| 7
| 7
| 5
| 7
|
24
|
No
|
Non-Travel
| 531
|
Hardware
| 34
| 5
|
Other
| 1
| 4,181
| 4
|
Female
| 191
| 2
| 4
|
Research Scientist
| 1
|
Divorced
| 36,299
| 871,176
| 7
|
Y
|
No
| 45
| 4
| 3
| 80
| 4
| 8
| 6
| 2
| 2
| 2
| 1
| 1
|
57
|
Yes
|
Travel_Rarely
| 103
|
Software
| 20
| 4
|
Other
| 1
| 4,182
| 2
|
Male
| 164
| 4
| 2
|
Research Scientist
| 1
|
Single
| 10,200
| 244,800
| 3
|
Y
|
Yes
| 1
| 1
| 3
| 80
| 2
| 7
| 1
| 4
| 2
| 1
| 2
| 2
|
54
|
Yes
|
Non-Travel
| 751
|
Research & Development
| 24
| 4
|
Medical
| 1
| 4,183
| 4
|
Male
| 128
| 3
| 2
|
Manufacturing Director
| 4
|
Divorced
| 9,962
| 219,164
| 7
|
Y
|
Yes
| 6
| 3
| 3
| 80
| 1
| 24
| 1
| 1
| 2
| 2
| 1
| 2
|
47
|
No
|
Travel_Frequently
| 1,100
|
Software
| 36
| 5
|
Human Resources
| 1
| 4,184
| 3
|
Male
| 61
| 4
| 4
|
Research Scientist
| 4
|
Single
| 35,443
| 460,759
| 3
|
Y
|
No
| 7
| 1
| 3
| 80
| 4
| 35
| 6
| 4
| 30
| 19
| 11
| 13
|
26
|
No
|
Travel_Frequently
| 467
|
Support
| 22
| 3
|
Technical Degree
| 1
| 4,185
| 3
|
Male
| 197
| 3
| 2
|
Manufacturing Director
| 4
|
Married
| 34,850
| 697,000
| 6
|
Y
|
Yes
| 15
| 4
| 2
| 80
| 3
| 37
| 5
| 1
| 23
| 23
| 13
| 13
|
52
|
Yes
|
Travel_Frequently
| 435
|
Software
| 24
| 4
|
Technical Degree
| 1
| 4,186
| 2
|
Female
| 157
| 4
| 1
|
Manufacturing Director
| 3
|
Married
| 36,912
| 664,416
| 4
|
Y
|
No
| 12
| 3
| 3
| 80
| 2
| 19
| 4
| 3
| 3
| 1
| 2
| 2
|
51
|
No
|
Travel_Frequently
| 736
|
Hardware
| 42
| 1
|
Technical Degree
| 1
| 4,187
| 3
|
Male
| 84
| 1
| 4
|
Research Scientist
| 1
|
Single
| 50,539
| 101,078
| 3
|
Y
|
No
| 45
| 3
| 3
| 80
| 1
| 36
| 3
| 4
| 31
| 9
| 1
| 2
|
48
|
No
|
Travel_Rarely
| 618
|
Human Resources
| 50
| 4
|
Technical Degree
| 1
| 4,188
| 1
|
Male
| 66
| 2
| 1
|
Sales Executive
| 1
|
Divorced
| 1,756
| 42,144
| 0
|
Y
|
Yes
| 38
| 1
| 1
| 80
| 4
| 11
| 3
| 4
| 4
| 4
| 3
| 4
|
53
|
Yes
|
Travel_Frequently
| 1,071
|
Support
| 7
| 2
|
Medical
| 1
| 4,189
| 2
|
Female
| 153
| 3
| 2
|
Manufacturing Director
| 2
|
Single
| 38,282
| 535,948
| 8
|
Y
|
Yes
| 8
| 4
| 1
| 80
| 4
| 27
| 4
| 4
| 11
| 1
| 6
| 7
|
22
|
Yes
|
Non-Travel
| 121
|
Hardware
| 11
| 3
|
Life Sciences
| 1
| 4,190
| 4
|
Female
| 52
| 2
| 5
|
Sales Representative
| 4
|
Married
| 1,540
| 10,780
| 7
|
Y
|
No
| 3
| 1
| 4
| 80
| 2
| 37
| 5
| 1
| 20
| 19
| 12
| 4
|
40
|
Yes
|
Non-Travel
| 737
|
Software
| 18
| 5
|
Life Sciences
| 1
| 4,191
| 4
|
Male
| 187
| 3
| 2
|
Manager
| 3
|
Single
| 7,311
| 190,086
| 0
|
Y
|
Yes
| 44
| 1
| 2
| 80
| 3
| 25
| 3
| 4
| 15
| 9
| 4
| 11
|
60
|
Yes
|
Travel_Rarely
| 207
|
Human Resources
| 35
| 4
|
Other
| 1
| 4,192
| 1
|
Female
| 66
| 4
| 2
|
Sales Representative
| 2
|
Single
| 18,684
| 448,416
| 6
|
Y
|
Yes
| 19
| 1
| 1
| 80
| 3
| 1
| 3
| 1
| 1
| 1
| 1
| 1
|
21
|
No
|
Non-Travel
| 119
|
Human Resources
| 42
| 1
|
Life Sciences
| 1
| 4,193
| 3
|
Female
| 164
| 2
| 1
|
Healthcare Representative
| 3
|
Divorced
| 45,406
| 1,362,180
| 1
|
Y
|
No
| 17
| 1
| 1
| 80
| 2
| 5
| 5
| 3
| 3
| 1
| 3
| 3
|
23
|
Yes
|
Non-Travel
| 302
|
Sales
| 40
| 2
|
Human Resources
| 1
| 4,194
| 1
|
Female
| 78
| 1
| 2
|
Sales Executive
| 3
|
Single
| 9,819
| 225,837
| 8
|
Y
|
No
| 23
| 3
| 4
| 80
| 2
| 17
| 3
| 2
| 7
| 6
| 7
| 1
|
57
|
No
|
Non-Travel
| 551
|
Research & Development
| 6
| 2
|
Technical Degree
| 1
| 4,195
| 3
|
Male
| 122
| 2
| 1
|
Research Scientist
| 2
|
Divorced
| 32,142
| 257,136
| 8
|
Y
|
No
| 41
| 2
| 4
| 80
| 1
| 38
| 6
| 3
| 34
| 25
| 24
| 27
|
40
|
No
|
Non-Travel
| 1,120
|
Hardware
| 38
| 2
|
Marketing
| 1
| 4,196
| 4
|
Male
| 169
| 4
| 3
|
Manager
| 1
|
Divorced
| 23,238
| 116,190
| 3
|
Y
|
Yes
| 37
| 2
| 3
| 80
| 1
| 36
| 6
| 1
| 13
| 8
| 11
| 1
|
21
|
Yes
|
Non-Travel
| 1,311
|
Sales
| 35
| 2
|
Marketing
| 1
| 4,197
| 4
|
Female
| 135
| 3
| 4
|
Human Resources
| 1
|
Divorced
| 25,788
| 593,124
| 7
|
Y
|
Yes
| 14
| 1
| 2
| 80
| 4
| 4
| 4
| 3
| 4
| 3
| 4
| 1
|
26
|
No
|
Travel_Rarely
| 1,485
|
Research & Development
| 17
| 2
|
Marketing
| 1
| 4,198
| 1
|
Female
| 97
| 2
| 2
|
Research Director
| 1
|
Single
| 50,148
| 501,480
| 0
|
Y
|
No
| 21
| 1
| 1
| 80
| 1
| 16
| 5
| 2
| 2
| 1
| 1
| 2
|
33
|
No
|
Non-Travel
| 1,297
|
Hardware
| 36
| 5
|
Life Sciences
| 1
| 4,199
| 1
|
Female
| 87
| 2
| 2
|
Research Scientist
| 2
|
Divorced
| 47,258
| 94,516
| 0
|
Y
|
No
| 23
| 2
| 1
| 80
| 1
| 35
| 1
| 1
| 17
| 15
| 16
| 7
|
27
|
No
|
Travel_Frequently
| 376
|
Human Resources
| 45
| 4
|
Other
| 1
| 4,200
| 1
|
Female
| 164
| 2
| 1
|
Developer
| 3
|
Divorced
| 1,887
| 35,853
| 2
|
Y
|
No
| 31
| 3
| 2
| 80
| 2
| 8
| 5
| 1
| 2
| 2
| 1
| 2
|
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