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
|
No
|
Travel_Frequently
| 987
|
Human Resources
| 9
| 1
|
Life Sciences
| 1
| 2,101
| 1
|
Male
| 130
| 1
| 3
|
Manufacturing Director
| 1
|
Divorced
| 16,834
| 50,502
| 4
|
Y
|
No
| 41
| 1
| 2
| 80
| 1
| 5
| 2
| 2
| 4
| 1
| 3
| 3
|
41
|
No
|
Travel_Rarely
| 1,495
|
Sales
| 16
| 1
|
Other
| 1
| 2,102
| 4
|
Female
| 87
| 2
| 1
|
Research Scientist
| 2
|
Divorced
| 29,086
| 756,236
| 5
|
Y
|
No
| 23
| 2
| 1
| 80
| 4
| 17
| 6
| 1
| 6
| 1
| 5
| 2
|
41
|
Yes
|
Non-Travel
| 867
|
Human Resources
| 20
| 1
|
Medical
| 1
| 2,103
| 2
|
Female
| 104
| 3
| 3
|
Research Director
| 2
|
Married
| 1,790
| 21,480
| 2
|
Y
|
No
| 13
| 4
| 3
| 80
| 2
| 15
| 4
| 3
| 11
| 11
| 8
| 4
|
50
|
No
|
Non-Travel
| 348
|
Sales
| 16
| 5
|
Medical
| 1
| 2,104
| 4
|
Female
| 196
| 4
| 3
|
Manager
| 2
|
Divorced
| 41,744
| 292,208
| 3
|
Y
|
Yes
| 44
| 1
| 1
| 80
| 4
| 38
| 5
| 3
| 29
| 27
| 10
| 29
|
31
|
Yes
|
Travel_Rarely
| 1,233
|
Software
| 19
| 4
|
Medical
| 1
| 2,105
| 2
|
Female
| 118
| 1
| 2
|
Research Scientist
| 2
|
Married
| 26,870
| 806,100
| 1
|
Y
|
No
| 9
| 1
| 3
| 80
| 2
| 28
| 3
| 3
| 20
| 8
| 4
| 5
|
45
|
No
|
Travel_Rarely
| 1,316
|
Hardware
| 15
| 3
|
Marketing
| 1
| 2,106
| 1
|
Male
| 34
| 1
| 2
|
Healthcare Representative
| 4
|
Single
| 48,650
| 291,900
| 6
|
Y
|
Yes
| 0
| 3
| 1
| 80
| 4
| 18
| 2
| 3
| 6
| 1
| 2
| 2
|
40
|
No
|
Non-Travel
| 1,236
|
Software
| 8
| 5
|
Technical Degree
| 1
| 2,107
| 1
|
Female
| 45
| 1
| 5
|
Laboratory Technician
| 1
|
Divorced
| 20,858
| 625,740
| 1
|
Y
|
No
| 29
| 3
| 2
| 80
| 4
| 33
| 2
| 1
| 29
| 16
| 17
| 20
|
27
|
Yes
|
Travel_Frequently
| 1,301
|
Human Resources
| 25
| 3
|
Marketing
| 1
| 2,108
| 2
|
Female
| 187
| 3
| 3
|
Sales Executive
| 1
|
Married
| 25,969
| 675,194
| 1
|
Y
|
No
| 20
| 2
| 3
| 80
| 4
| 22
| 6
| 2
| 10
| 10
| 3
| 2
|
38
|
Yes
|
Travel_Frequently
| 1,383
|
Hardware
| 30
| 4
|
Marketing
| 1
| 2,109
| 4
|
Female
| 132
| 4
| 4
|
Sales Executive
| 4
|
Divorced
| 12,417
| 37,251
| 7
|
Y
|
Yes
| 23
| 4
| 3
| 80
| 4
| 14
| 4
| 1
| 14
| 13
| 1
| 14
|
29
|
Yes
|
Non-Travel
| 134
|
Research & Development
| 33
| 1
|
Life Sciences
| 1
| 2,110
| 3
|
Male
| 53
| 3
| 3
|
Manufacturing Director
| 3
|
Single
| 31,544
| 315,440
| 7
|
Y
|
Yes
| 13
| 3
| 4
| 80
| 4
| 21
| 1
| 2
| 8
| 8
| 7
| 2
|
25
|
No
|
Non-Travel
| 542
|
Software
| 8
| 2
|
Human Resources
| 1
| 2,111
| 1
|
Male
| 30
| 4
| 5
|
Research Scientist
| 2
|
Divorced
| 25,773
| 283,503
| 5
|
Y
|
Yes
| 46
| 1
| 4
| 80
| 3
| 25
| 4
| 4
| 24
| 9
| 5
| 23
|
24
|
No
|
Travel_Rarely
| 1,371
|
Hardware
| 50
| 1
|
Other
| 1
| 2,112
| 2
|
Female
| 33
| 2
| 1
|
Developer
| 2
|
Divorced
| 28,217
| 507,906
| 1
|
Y
|
Yes
| 6
| 2
| 2
| 80
| 1
| 27
| 5
| 4
| 4
| 1
| 3
| 1
|
28
|
No
|
Travel_Rarely
| 731
|
Sales
| 33
| 4
|
Marketing
| 1
| 2,113
| 3
|
Female
| 116
| 3
| 2
|
Research Scientist
| 3
|
Married
| 15,646
| 281,628
| 0
|
Y
|
No
| 35
| 1
| 4
| 80
| 3
| 15
| 5
| 3
| 4
| 2
| 3
| 1
|
57
|
Yes
|
Non-Travel
| 918
|
Support
| 14
| 5
|
Other
| 1
| 2,114
| 1
|
Female
| 143
| 4
| 2
|
Manager
| 2
|
Single
| 19,051
| 114,306
| 5
|
Y
|
No
| 45
| 2
| 3
| 80
| 4
| 5
| 4
| 4
| 4
| 4
| 3
| 3
|
28
|
Yes
|
Travel_Rarely
| 1,245
|
Research & Development
| 29
| 3
|
Technical Degree
| 1
| 2,115
| 2
|
Male
| 107
| 4
| 5
|
Human Resources
| 1
|
Divorced
| 39,884
| 438,724
| 7
|
Y
|
No
| 43
| 4
| 3
| 80
| 3
| 5
| 4
| 2
| 3
| 3
| 1
| 1
|
41
|
No
|
Travel_Frequently
| 925
|
Human Resources
| 1
| 2
|
Medical
| 1
| 2,116
| 1
|
Female
| 178
| 4
| 5
|
Human Resources
| 2
|
Divorced
| 11,668
| 198,356
| 0
|
Y
|
No
| 8
| 2
| 1
| 80
| 4
| 15
| 1
| 2
| 14
| 6
| 2
| 10
|
51
|
Yes
|
Travel_Frequently
| 474
|
Support
| 33
| 3
|
Other
| 1
| 2,117
| 1
|
Female
| 92
| 4
| 2
|
Developer
| 3
|
Single
| 30,730
| 460,950
| 6
|
Y
|
No
| 12
| 1
| 1
| 80
| 3
| 33
| 3
| 3
| 29
| 24
| 2
| 24
|
29
|
Yes
|
Travel_Rarely
| 1,272
|
Support
| 35
| 1
|
Other
| 1
| 2,118
| 2
|
Male
| 126
| 1
| 2
|
Laboratory Technician
| 3
|
Married
| 41,367
| 537,771
| 8
|
Y
|
Yes
| 28
| 4
| 2
| 80
| 2
| 6
| 3
| 4
| 5
| 3
| 1
| 4
|
49
|
No
|
Travel_Frequently
| 292
|
Hardware
| 9
| 1
|
Technical Degree
| 1
| 2,119
| 4
|
Female
| 85
| 4
| 3
|
Manager
| 1
|
Married
| 38,153
| 763,060
| 1
|
Y
|
Yes
| 30
| 2
| 3
| 80
| 2
| 5
| 6
| 2
| 5
| 1
| 1
| 1
|
38
|
Yes
|
Non-Travel
| 1,172
|
Research & Development
| 11
| 3
|
Technical Degree
| 1
| 2,120
| 1
|
Male
| 82
| 3
| 2
|
Manager
| 4
|
Married
| 45,217
| 813,906
| 5
|
Y
|
No
| 43
| 3
| 1
| 80
| 2
| 14
| 5
| 1
| 3
| 3
| 1
| 1
|
38
|
Yes
|
Travel_Rarely
| 1,231
|
Human Resources
| 46
| 4
|
Other
| 1
| 2,121
| 4
|
Male
| 59
| 1
| 3
|
Sales Representative
| 2
|
Single
| 31,191
| 93,573
| 6
|
Y
|
No
| 45
| 4
| 4
| 80
| 1
| 21
| 5
| 1
| 10
| 5
| 4
| 9
|
48
|
No
|
Travel_Rarely
| 338
|
Research & Development
| 13
| 2
|
Life Sciences
| 1
| 2,122
| 1
|
Female
| 138
| 4
| 3
|
Healthcare Representative
| 3
|
Single
| 41,824
| 1,087,424
| 0
|
Y
|
No
| 10
| 4
| 1
| 80
| 4
| 7
| 2
| 2
| 3
| 2
| 2
| 1
|
59
|
Yes
|
Non-Travel
| 835
|
Sales
| 29
| 1
|
Marketing
| 1
| 2,123
| 4
|
Female
| 66
| 2
| 2
|
Sales Executive
| 3
|
Single
| 5,744
| 57,440
| 6
|
Y
|
Yes
| 42
| 4
| 1
| 80
| 1
| 19
| 3
| 4
| 13
| 11
| 7
| 5
|
45
|
Yes
|
Travel_Rarely
| 731
|
Hardware
| 30
| 3
|
Life Sciences
| 1
| 2,124
| 2
|
Female
| 102
| 2
| 1
|
Developer
| 1
|
Divorced
| 33,938
| 305,442
| 2
|
Y
|
Yes
| 11
| 1
| 3
| 80
| 1
| 1
| 3
| 3
| 1
| 1
| 1
| 1
|
53
|
No
|
Non-Travel
| 929
|
Research & Development
| 26
| 1
|
Medical
| 1
| 2,125
| 4
|
Female
| 111
| 4
| 4
|
Healthcare Representative
| 3
|
Married
| 9,738
| 146,070
| 7
|
Y
|
Yes
| 32
| 1
| 1
| 80
| 4
| 10
| 1
| 4
| 6
| 6
| 4
| 2
|
20
|
No
|
Travel_Rarely
| 429
|
Research & Development
| 34
| 5
|
Marketing
| 1
| 2,126
| 4
|
Male
| 133
| 3
| 3
|
Manager
| 2
|
Divorced
| 13,608
| 149,688
| 7
|
Y
|
Yes
| 26
| 3
| 4
| 80
| 1
| 18
| 5
| 4
| 15
| 13
| 10
| 12
|
24
|
No
|
Non-Travel
| 471
|
Software
| 37
| 1
|
Medical
| 1
| 2,127
| 3
|
Male
| 144
| 4
| 5
|
Human Resources
| 2
|
Divorced
| 9,122
| 164,196
| 2
|
Y
|
Yes
| 0
| 4
| 4
| 80
| 1
| 7
| 2
| 2
| 6
| 4
| 4
| 4
|
30
|
Yes
|
Travel_Frequently
| 945
|
Human Resources
| 33
| 3
|
Human Resources
| 1
| 2,128
| 1
|
Female
| 159
| 3
| 3
|
Human Resources
| 3
|
Married
| 12,057
| 192,912
| 3
|
Y
|
No
| 21
| 4
| 4
| 80
| 3
| 1
| 2
| 3
| 1
| 1
| 1
| 1
|
36
|
Yes
|
Travel_Rarely
| 1,429
|
Support
| 38
| 1
|
Human Resources
| 1
| 2,129
| 3
|
Male
| 82
| 1
| 5
|
Human Resources
| 1
|
Single
| 30,613
| 520,421
| 4
|
Y
|
No
| 14
| 1
| 3
| 80
| 4
| 16
| 1
| 4
| 11
| 5
| 6
| 11
|
41
|
No
|
Travel_Rarely
| 624
|
Support
| 47
| 4
|
Human Resources
| 1
| 2,130
| 4
|
Male
| 118
| 3
| 1
|
Research Director
| 1
|
Married
| 48,976
| 1,175,424
| 5
|
Y
|
No
| 38
| 1
| 3
| 80
| 4
| 22
| 4
| 1
| 4
| 3
| 4
| 1
|
57
|
No
|
Travel_Frequently
| 855
|
Sales
| 32
| 2
|
Medical
| 1
| 2,131
| 4
|
Female
| 163
| 4
| 5
|
Manufacturing Director
| 4
|
Divorced
| 29,643
| 652,146
| 5
|
Y
|
Yes
| 32
| 2
| 2
| 80
| 4
| 14
| 2
| 3
| 3
| 1
| 3
| 2
|
28
|
Yes
|
Travel_Rarely
| 349
|
Research & Development
| 44
| 5
|
Life Sciences
| 1
| 2,132
| 1
|
Male
| 168
| 2
| 3
|
Developer
| 3
|
Married
| 48,418
| 242,090
| 7
|
Y
|
Yes
| 36
| 1
| 3
| 80
| 4
| 23
| 3
| 3
| 2
| 2
| 2
| 2
|
31
|
No
|
Travel_Frequently
| 101
|
Hardware
| 8
| 3
|
Technical Degree
| 1
| 2,133
| 2
|
Male
| 83
| 4
| 1
|
Research Scientist
| 2
|
Divorced
| 44,435
| 1,244,180
| 4
|
Y
|
No
| 29
| 2
| 4
| 80
| 2
| 32
| 5
| 1
| 20
| 4
| 3
| 4
|
21
|
No
|
Non-Travel
| 502
|
Hardware
| 10
| 5
|
Technical Degree
| 1
| 2,134
| 2
|
Female
| 85
| 2
| 3
|
Developer
| 2
|
Divorced
| 50,977
| 713,678
| 0
|
Y
|
No
| 29
| 3
| 4
| 80
| 3
| 40
| 5
| 3
| 18
| 4
| 4
| 6
|
34
|
Yes
|
Non-Travel
| 844
|
Research & Development
| 16
| 2
|
Medical
| 1
| 2,135
| 1
|
Female
| 193
| 1
| 5
|
Sales Executive
| 4
|
Single
| 9,650
| 115,800
| 8
|
Y
|
Yes
| 5
| 1
| 4
| 80
| 1
| 30
| 2
| 4
| 11
| 11
| 7
| 10
|
36
|
Yes
|
Travel_Rarely
| 683
|
Research & Development
| 14
| 5
|
Other
| 1
| 2,136
| 2
|
Male
| 160
| 2
| 1
|
Developer
| 1
|
Married
| 14,453
| 346,872
| 7
|
Y
|
Yes
| 32
| 3
| 2
| 80
| 3
| 23
| 1
| 2
| 5
| 5
| 2
| 1
|
36
|
No
|
Non-Travel
| 1,357
|
Research & Development
| 20
| 4
|
Technical Degree
| 1
| 2,137
| 3
|
Female
| 67
| 3
| 4
|
Research Director
| 4
|
Married
| 15,545
| 202,085
| 4
|
Y
|
No
| 26
| 3
| 3
| 80
| 3
| 27
| 2
| 1
| 21
| 7
| 20
| 6
|
46
|
No
|
Non-Travel
| 1,444
|
Sales
| 11
| 1
|
Marketing
| 1
| 2,138
| 2
|
Female
| 156
| 1
| 2
|
Human Resources
| 1
|
Married
| 7,670
| 115,050
| 3
|
Y
|
No
| 19
| 2
| 1
| 80
| 1
| 14
| 1
| 3
| 4
| 1
| 3
| 4
|
25
|
Yes
|
Travel_Rarely
| 1,210
|
Hardware
| 6
| 2
|
Marketing
| 1
| 2,139
| 1
|
Male
| 194
| 4
| 4
|
Research Director
| 3
|
Married
| 11,068
| 11,068
| 4
|
Y
|
Yes
| 23
| 2
| 4
| 80
| 4
| 18
| 2
| 1
| 1
| 1
| 1
| 1
|
28
|
Yes
|
Travel_Frequently
| 657
|
Support
| 25
| 5
|
Medical
| 1
| 2,140
| 2
|
Male
| 107
| 3
| 3
|
Developer
| 1
|
Single
| 14,653
| 58,612
| 5
|
Y
|
No
| 7
| 1
| 4
| 80
| 3
| 23
| 4
| 4
| 8
| 3
| 1
| 1
|
41
|
No
|
Travel_Rarely
| 526
|
Sales
| 44
| 1
|
Other
| 1
| 2,141
| 3
|
Female
| 114
| 4
| 3
|
Healthcare Representative
| 1
|
Married
| 11,847
| 248,787
| 3
|
Y
|
Yes
| 42
| 2
| 2
| 80
| 2
| 38
| 2
| 3
| 11
| 3
| 4
| 2
|
28
|
No
|
Travel_Frequently
| 1,259
|
Software
| 39
| 3
|
Other
| 1
| 2,142
| 3
|
Female
| 93
| 4
| 2
|
Manager
| 3
|
Single
| 28,841
| 634,502
| 8
|
Y
|
Yes
| 39
| 4
| 3
| 80
| 1
| 15
| 4
| 2
| 1
| 1
| 1
| 1
|
57
|
No
|
Non-Travel
| 1,284
|
Software
| 6
| 4
|
Other
| 1
| 2,143
| 3
|
Female
| 70
| 1
| 2
|
Sales Executive
| 2
|
Divorced
| 36,492
| 802,824
| 4
|
Y
|
Yes
| 33
| 3
| 3
| 80
| 3
| 30
| 4
| 2
| 27
| 12
| 26
| 10
|
44
|
No
|
Non-Travel
| 1,272
|
Software
| 40
| 1
|
Other
| 1
| 2,144
| 2
|
Female
| 140
| 3
| 2
|
Manufacturing Director
| 4
|
Married
| 29,530
| 236,240
| 7
|
Y
|
No
| 23
| 4
| 4
| 80
| 1
| 9
| 6
| 2
| 8
| 3
| 3
| 3
|
25
|
Yes
|
Non-Travel
| 282
|
Sales
| 7
| 2
|
Human Resources
| 1
| 2,145
| 1
|
Male
| 71
| 3
| 3
|
Sales Executive
| 4
|
Married
| 7,155
| 200,340
| 4
|
Y
|
Yes
| 44
| 1
| 1
| 80
| 4
| 34
| 1
| 2
| 21
| 19
| 9
| 13
|
41
|
Yes
|
Non-Travel
| 387
|
Human Resources
| 29
| 3
|
Medical
| 1
| 2,146
| 3
|
Male
| 37
| 4
| 2
|
Human Resources
| 3
|
Single
| 45,225
| 1,040,175
| 4
|
Y
|
Yes
| 16
| 1
| 4
| 80
| 3
| 19
| 3
| 1
| 2
| 1
| 1
| 1
|
59
|
Yes
|
Travel_Frequently
| 165
|
Research & Development
| 45
| 1
|
Human Resources
| 1
| 2,147
| 1
|
Male
| 103
| 1
| 2
|
Sales Executive
| 3
|
Single
| 12,788
| 12,788
| 6
|
Y
|
Yes
| 48
| 3
| 3
| 80
| 1
| 12
| 3
| 1
| 1
| 1
| 1
| 1
|
18
|
Yes
|
Travel_Frequently
| 278
|
Sales
| 30
| 3
|
Medical
| 1
| 2,148
| 4
|
Female
| 110
| 4
| 4
|
Research Scientist
| 4
|
Divorced
| 21,095
| 253,140
| 2
|
Y
|
No
| 38
| 2
| 1
| 80
| 3
| 31
| 3
| 2
| 26
| 15
| 20
| 16
|
60
|
Yes
|
Travel_Rarely
| 825
|
Research & Development
| 41
| 1
|
Life Sciences
| 1
| 2,149
| 3
|
Female
| 101
| 4
| 1
|
Laboratory Technician
| 1
|
Married
| 46,033
| 276,198
| 6
|
Y
|
Yes
| 29
| 4
| 1
| 80
| 3
| 28
| 3
| 1
| 6
| 5
| 4
| 4
|
36
|
Yes
|
Travel_Frequently
| 1,436
|
Sales
| 14
| 1
|
Life Sciences
| 1
| 2,150
| 4
|
Female
| 108
| 2
| 1
|
Healthcare Representative
| 3
|
Divorced
| 20,222
| 141,554
| 8
|
Y
|
Yes
| 22
| 1
| 3
| 80
| 1
| 23
| 3
| 1
| 9
| 8
| 3
| 4
|
27
|
Yes
|
Travel_Frequently
| 1,073
|
Research & Development
| 26
| 4
|
Technical Degree
| 1
| 2,151
| 3
|
Female
| 65
| 3
| 3
|
Manager
| 2
|
Married
| 37,181
| 334,629
| 4
|
Y
|
No
| 32
| 2
| 4
| 80
| 2
| 24
| 4
| 3
| 18
| 17
| 18
| 2
|
54
|
Yes
|
Travel_Rarely
| 998
|
Hardware
| 8
| 3
|
Technical Degree
| 1
| 2,152
| 2
|
Male
| 64
| 2
| 1
|
Research Scientist
| 3
|
Single
| 50,819
| 1,270,475
| 2
|
Y
|
No
| 20
| 3
| 3
| 80
| 4
| 1
| 3
| 4
| 1
| 1
| 1
| 1
|
29
|
No
|
Travel_Rarely
| 205
|
Sales
| 40
| 4
|
Marketing
| 1
| 2,153
| 4
|
Female
| 65
| 3
| 5
|
Sales Representative
| 2
|
Single
| 21,142
| 380,556
| 5
|
Y
|
Yes
| 40
| 3
| 1
| 80
| 3
| 35
| 4
| 2
| 22
| 9
| 20
| 17
|
32
|
Yes
|
Travel_Frequently
| 667
|
Hardware
| 35
| 2
|
Other
| 1
| 2,154
| 1
|
Female
| 30
| 3
| 3
|
Developer
| 2
|
Married
| 24,117
| 265,287
| 0
|
Y
|
No
| 39
| 3
| 1
| 80
| 4
| 37
| 1
| 3
| 10
| 8
| 9
| 7
|
33
|
No
|
Travel_Rarely
| 647
|
Support
| 38
| 3
|
Technical Degree
| 1
| 2,155
| 4
|
Female
| 77
| 3
| 1
|
Sales Representative
| 2
|
Married
| 35,853
| 143,412
| 4
|
Y
|
Yes
| 43
| 2
| 4
| 80
| 4
| 24
| 1
| 4
| 3
| 2
| 2
| 1
|
21
|
Yes
|
Travel_Rarely
| 484
|
Human Resources
| 19
| 4
|
Medical
| 1
| 2,156
| 1
|
Female
| 63
| 2
| 2
|
Research Scientist
| 1
|
Divorced
| 10,104
| 282,912
| 6
|
Y
|
Yes
| 10
| 3
| 1
| 80
| 4
| 17
| 4
| 3
| 6
| 5
| 5
| 1
|
50
|
No
|
Travel_Frequently
| 604
|
Research & Development
| 23
| 2
|
Other
| 1
| 2,157
| 2
|
Female
| 157
| 3
| 1
|
Research Scientist
| 2
|
Single
| 13,081
| 379,349
| 3
|
Y
|
No
| 43
| 2
| 4
| 80
| 1
| 9
| 5
| 1
| 7
| 1
| 3
| 3
|
59
|
No
|
Travel_Frequently
| 844
|
Human Resources
| 25
| 1
|
Other
| 1
| 2,158
| 4
|
Male
| 182
| 2
| 5
|
Sales Executive
| 3
|
Divorced
| 20,799
| 499,176
| 0
|
Y
|
Yes
| 29
| 4
| 3
| 80
| 4
| 22
| 6
| 2
| 17
| 13
| 15
| 7
|
29
|
Yes
|
Travel_Frequently
| 1,005
|
Software
| 31
| 2
|
Other
| 1
| 2,159
| 1
|
Male
| 151
| 4
| 4
|
Manufacturing Director
| 3
|
Divorced
| 35,033
| 175,165
| 1
|
Y
|
No
| 42
| 4
| 4
| 80
| 3
| 30
| 2
| 4
| 15
| 14
| 11
| 7
|
19
|
No
|
Travel_Rarely
| 442
|
Hardware
| 6
| 3
|
Life Sciences
| 1
| 2,160
| 3
|
Female
| 59
| 4
| 1
|
Human Resources
| 3
|
Divorced
| 13,255
| 331,375
| 3
|
Y
|
Yes
| 3
| 1
| 2
| 80
| 4
| 14
| 5
| 2
| 1
| 1
| 1
| 1
|
47
|
No
|
Non-Travel
| 962
|
Software
| 18
| 4
|
Human Resources
| 1
| 2,161
| 2
|
Male
| 198
| 1
| 5
|
Human Resources
| 1
|
Single
| 42,734
| 1,025,616
| 7
|
Y
|
Yes
| 18
| 3
| 2
| 80
| 2
| 22
| 4
| 4
| 6
| 6
| 4
| 3
|
34
|
No
|
Travel_Rarely
| 617
|
Hardware
| 43
| 3
|
Human Resources
| 1
| 2,162
| 4
|
Male
| 118
| 1
| 1
|
Manufacturing Director
| 1
|
Single
| 16,978
| 254,670
| 2
|
Y
|
No
| 22
| 4
| 3
| 80
| 2
| 19
| 2
| 4
| 11
| 5
| 9
| 5
|
47
|
No
|
Travel_Frequently
| 1,140
|
Hardware
| 49
| 3
|
Life Sciences
| 1
| 2,163
| 4
|
Male
| 110
| 2
| 5
|
Developer
| 1
|
Married
| 44,594
| 1,337,820
| 2
|
Y
|
Yes
| 18
| 2
| 1
| 80
| 1
| 37
| 1
| 2
| 28
| 20
| 2
| 21
|
41
|
Yes
|
Non-Travel
| 291
|
Software
| 25
| 1
|
Technical Degree
| 1
| 2,164
| 3
|
Male
| 142
| 2
| 4
|
Sales Representative
| 4
|
Single
| 2,943
| 82,404
| 4
|
Y
|
No
| 45
| 1
| 4
| 80
| 3
| 34
| 5
| 4
| 26
| 16
| 23
| 7
|
21
|
Yes
|
Travel_Rarely
| 1,153
|
Sales
| 4
| 3
|
Technical Degree
| 1
| 2,165
| 2
|
Male
| 184
| 2
| 1
|
Research Scientist
| 1
|
Married
| 36,111
| 216,666
| 5
|
Y
|
Yes
| 8
| 3
| 2
| 80
| 4
| 15
| 5
| 1
| 9
| 6
| 9
| 5
|
22
|
No
|
Travel_Frequently
| 1,067
|
Support
| 31
| 3
|
Medical
| 1
| 2,166
| 1
|
Male
| 39
| 3
| 1
|
Healthcare Representative
| 3
|
Single
| 23,906
| 191,248
| 1
|
Y
|
No
| 18
| 1
| 3
| 80
| 4
| 29
| 3
| 1
| 28
| 25
| 23
| 24
|
23
|
Yes
|
Travel_Frequently
| 1,280
|
Research & Development
| 35
| 2
|
Human Resources
| 1
| 2,167
| 4
|
Male
| 67
| 3
| 3
|
Research Scientist
| 3
|
Divorced
| 4,144
| 49,728
| 7
|
Y
|
Yes
| 15
| 4
| 3
| 80
| 1
| 6
| 2
| 3
| 5
| 1
| 3
| 5
|
31
|
No
|
Travel_Frequently
| 383
|
Sales
| 33
| 4
|
Marketing
| 1
| 2,168
| 4
|
Male
| 158
| 2
| 2
|
Research Director
| 1
|
Divorced
| 18,181
| 418,163
| 3
|
Y
|
Yes
| 32
| 3
| 1
| 80
| 3
| 15
| 6
| 2
| 1
| 1
| 1
| 1
|
30
|
Yes
|
Non-Travel
| 920
|
Research & Development
| 17
| 2
|
Marketing
| 1
| 2,169
| 3
|
Female
| 189
| 1
| 3
|
Developer
| 3
|
Divorced
| 1,692
| 15,228
| 7
|
Y
|
No
| 38
| 4
| 2
| 80
| 1
| 3
| 6
| 4
| 2
| 2
| 2
| 1
|
50
|
Yes
|
Travel_Rarely
| 1,394
|
Research & Development
| 24
| 5
|
Other
| 1
| 2,170
| 3
|
Male
| 84
| 4
| 3
|
Sales Representative
| 2
|
Single
| 31,595
| 126,380
| 2
|
Y
|
No
| 45
| 4
| 4
| 80
| 2
| 3
| 4
| 3
| 1
| 1
| 1
| 1
|
19
|
No
|
Non-Travel
| 586
|
Sales
| 38
| 5
|
Life Sciences
| 1
| 2,171
| 3
|
Female
| 92
| 1
| 5
|
Manager
| 3
|
Married
| 41,622
| 1,165,416
| 5
|
Y
|
Yes
| 35
| 2
| 4
| 80
| 1
| 2
| 5
| 3
| 2
| 2
| 1
| 2
|
41
|
No
|
Travel_Rarely
| 1,365
|
Software
| 33
| 5
|
Marketing
| 1
| 2,172
| 1
|
Female
| 44
| 3
| 4
|
Human Resources
| 2
|
Single
| 24,784
| 272,624
| 3
|
Y
|
Yes
| 32
| 4
| 1
| 80
| 1
| 40
| 3
| 2
| 23
| 9
| 13
| 18
|
54
|
No
|
Travel_Rarely
| 546
|
Sales
| 15
| 3
|
Technical Degree
| 1
| 2,173
| 2
|
Male
| 131
| 2
| 4
|
Sales Executive
| 1
|
Single
| 20,274
| 587,946
| 1
|
Y
|
Yes
| 40
| 3
| 4
| 80
| 1
| 4
| 4
| 3
| 1
| 1
| 1
| 1
|
43
|
Yes
|
Non-Travel
| 558
|
Research & Development
| 34
| 3
|
Life Sciences
| 1
| 2,174
| 2
|
Female
| 183
| 2
| 1
|
Manager
| 3
|
Married
| 45,535
| 273,210
| 0
|
Y
|
Yes
| 36
| 1
| 3
| 80
| 3
| 19
| 3
| 2
| 6
| 4
| 5
| 3
|
29
|
No
|
Travel_Frequently
| 810
|
Human Resources
| 39
| 1
|
Medical
| 1
| 2,175
| 1
|
Female
| 90
| 1
| 2
|
Sales Representative
| 3
|
Married
| 44,392
| 710,272
| 3
|
Y
|
Yes
| 41
| 3
| 3
| 80
| 4
| 33
| 1
| 4
| 22
| 21
| 6
| 20
|
48
|
Yes
|
Travel_Rarely
| 1,097
|
Research & Development
| 30
| 2
|
Human Resources
| 1
| 2,176
| 3
|
Male
| 44
| 3
| 3
|
Manufacturing Director
| 4
|
Divorced
| 8,347
| 133,552
| 0
|
Y
|
Yes
| 17
| 1
| 4
| 80
| 3
| 26
| 6
| 1
| 7
| 7
| 2
| 5
|
34
|
No
|
Travel_Frequently
| 485
|
Sales
| 15
| 1
|
Life Sciences
| 1
| 2,177
| 2
|
Male
| 106
| 1
| 3
|
Laboratory Technician
| 4
|
Divorced
| 47,310
| 851,580
| 2
|
Y
|
No
| 43
| 1
| 1
| 80
| 1
| 22
| 1
| 3
| 15
| 6
| 5
| 2
|
48
|
No
|
Travel_Rarely
| 674
|
Human Resources
| 33
| 5
|
Technical Degree
| 1
| 2,178
| 1
|
Male
| 110
| 4
| 2
|
Human Resources
| 2
|
Single
| 35,913
| 754,173
| 4
|
Y
|
No
| 13
| 4
| 3
| 80
| 2
| 15
| 5
| 4
| 8
| 8
| 4
| 4
|
49
|
Yes
|
Travel_Rarely
| 491
|
Human Resources
| 38
| 2
|
Marketing
| 1
| 2,179
| 1
|
Female
| 67
| 3
| 3
|
Laboratory Technician
| 3
|
Married
| 42,833
| 685,328
| 3
|
Y
|
No
| 31
| 4
| 4
| 80
| 1
| 20
| 4
| 3
| 9
| 6
| 7
| 6
|
52
|
Yes
|
Non-Travel
| 316
|
Human Resources
| 5
| 1
|
Life Sciences
| 1
| 2,180
| 2
|
Male
| 102
| 2
| 1
|
Human Resources
| 1
|
Divorced
| 29,704
| 504,968
| 8
|
Y
|
No
| 2
| 3
| 3
| 80
| 1
| 35
| 1
| 1
| 13
| 10
| 2
| 1
|
21
|
No
|
Non-Travel
| 1,343
|
Human Resources
| 29
| 1
|
Marketing
| 1
| 2,181
| 3
|
Female
| 74
| 4
| 4
|
Human Resources
| 3
|
Single
| 27,754
| 111,016
| 2
|
Y
|
No
| 26
| 1
| 1
| 80
| 3
| 40
| 2
| 4
| 16
| 13
| 6
| 6
|
21
|
Yes
|
Non-Travel
| 945
|
Software
| 8
| 3
|
Other
| 1
| 2,182
| 1
|
Male
| 107
| 1
| 2
|
Research Director
| 4
|
Married
| 49,333
| 443,997
| 3
|
Y
|
Yes
| 38
| 3
| 4
| 80
| 1
| 24
| 5
| 3
| 12
| 6
| 4
| 6
|
29
|
No
|
Travel_Frequently
| 715
|
Hardware
| 2
| 5
|
Technical Degree
| 1
| 2,183
| 1
|
Female
| 94
| 2
| 3
|
Healthcare Representative
| 4
|
Married
| 6,437
| 186,673
| 0
|
Y
|
No
| 23
| 1
| 2
| 80
| 1
| 10
| 5
| 1
| 10
| 2
| 6
| 5
|
42
|
Yes
|
Travel_Rarely
| 255
|
Human Resources
| 47
| 2
|
Technical Degree
| 1
| 2,184
| 2
|
Male
| 163
| 1
| 4
|
Developer
| 4
|
Divorced
| 42,907
| 128,721
| 0
|
Y
|
No
| 2
| 1
| 2
| 80
| 1
| 21
| 6
| 1
| 18
| 1
| 17
| 4
|
22
|
No
|
Non-Travel
| 1,397
|
Sales
| 22
| 5
|
Life Sciences
| 1
| 2,185
| 2
|
Male
| 103
| 4
| 4
|
Manager
| 4
|
Single
| 23,408
| 421,344
| 0
|
Y
|
Yes
| 33
| 1
| 3
| 80
| 4
| 18
| 6
| 1
| 2
| 1
| 1
| 2
|
27
|
No
|
Travel_Frequently
| 358
|
Human Resources
| 28
| 3
|
Marketing
| 1
| 2,186
| 4
|
Male
| 174
| 2
| 2
|
Manager
| 2
|
Married
| 33,033
| 528,528
| 4
|
Y
|
No
| 25
| 1
| 4
| 80
| 4
| 10
| 3
| 4
| 10
| 2
| 4
| 8
|
57
|
Yes
|
Travel_Rarely
| 1,416
|
Sales
| 30
| 2
|
Life Sciences
| 1
| 2,187
| 1
|
Male
| 145
| 1
| 3
|
Research Scientist
| 4
|
Single
| 2,400
| 72,000
| 3
|
Y
|
Yes
| 45
| 1
| 2
| 80
| 3
| 5
| 6
| 4
| 3
| 1
| 3
| 1
|
25
|
No
|
Travel_Rarely
| 604
|
Software
| 1
| 3
|
Life Sciences
| 1
| 2,188
| 2
|
Female
| 168
| 4
| 4
|
Manager
| 1
|
Single
| 25,686
| 359,604
| 6
|
Y
|
Yes
| 1
| 1
| 3
| 80
| 2
| 1
| 3
| 2
| 1
| 1
| 1
| 1
|
37
|
No
|
Travel_Rarely
| 1,484
|
Support
| 33
| 5
|
Life Sciences
| 1
| 2,189
| 4
|
Female
| 138
| 4
| 4
|
Sales Representative
| 2
|
Married
| 2,764
| 44,224
| 8
|
Y
|
Yes
| 48
| 1
| 4
| 80
| 3
| 32
| 6
| 1
| 24
| 8
| 11
| 9
|
49
|
Yes
|
Travel_Rarely
| 725
|
Support
| 20
| 3
|
Other
| 1
| 2,190
| 2
|
Female
| 87
| 4
| 2
|
Sales Executive
| 3
|
Single
| 21,605
| 540,125
| 4
|
Y
|
No
| 14
| 3
| 3
| 80
| 4
| 36
| 4
| 4
| 31
| 29
| 28
| 17
|
26
|
Yes
|
Non-Travel
| 825
|
Human Resources
| 21
| 5
|
Life Sciences
| 1
| 2,191
| 3
|
Male
| 147
| 3
| 3
|
Laboratory Technician
| 3
|
Single
| 16,718
| 334,360
| 5
|
Y
|
No
| 2
| 2
| 2
| 80
| 1
| 38
| 3
| 4
| 5
| 1
| 4
| 3
|
20
|
Yes
|
Non-Travel
| 628
|
Human Resources
| 25
| 1
|
Life Sciences
| 1
| 2,192
| 1
|
Male
| 95
| 2
| 3
|
Developer
| 2
|
Divorced
| 22,423
| 627,844
| 2
|
Y
|
Yes
| 32
| 4
| 3
| 80
| 1
| 27
| 4
| 2
| 19
| 10
| 15
| 7
|
60
|
Yes
|
Non-Travel
| 424
|
Support
| 1
| 4
|
Technical Degree
| 1
| 2,193
| 2
|
Male
| 166
| 1
| 3
|
Research Director
| 1
|
Married
| 43,344
| 1,256,976
| 6
|
Y
|
Yes
| 39
| 2
| 2
| 80
| 1
| 7
| 5
| 3
| 4
| 1
| 1
| 2
|
38
|
Yes
|
Travel_Rarely
| 268
|
Sales
| 4
| 3
|
Other
| 1
| 2,194
| 3
|
Female
| 144
| 3
| 5
|
Healthcare Representative
| 2
|
Married
| 36,212
| 362,120
| 5
|
Y
|
Yes
| 6
| 4
| 1
| 80
| 4
| 9
| 5
| 1
| 4
| 4
| 2
| 3
|
58
|
Yes
|
Travel_Frequently
| 882
|
Software
| 17
| 5
|
Medical
| 1
| 2,195
| 1
|
Male
| 74
| 4
| 2
|
Healthcare Representative
| 4
|
Divorced
| 37,779
| 906,696
| 5
|
Y
|
Yes
| 40
| 2
| 4
| 80
| 2
| 20
| 2
| 2
| 1
| 1
| 1
| 1
|
19
|
No
|
Non-Travel
| 633
|
Hardware
| 10
| 1
|
Medical
| 1
| 2,196
| 4
|
Female
| 44
| 4
| 3
|
Healthcare Representative
| 4
|
Divorced
| 49,620
| 595,440
| 2
|
Y
|
Yes
| 17
| 2
| 1
| 80
| 1
| 7
| 2
| 1
| 6
| 2
| 6
| 3
|
50
|
Yes
|
Travel_Frequently
| 599
|
Sales
| 10
| 2
|
Marketing
| 1
| 2,197
| 2
|
Female
| 66
| 4
| 1
|
Research Director
| 3
|
Married
| 46,549
| 744,784
| 4
|
Y
|
No
| 6
| 1
| 4
| 80
| 3
| 37
| 6
| 2
| 5
| 5
| 4
| 2
|
44
|
Yes
|
Non-Travel
| 168
|
Hardware
| 6
| 1
|
Medical
| 1
| 2,198
| 3
|
Female
| 71
| 3
| 1
|
Manufacturing Director
| 1
|
Divorced
| 46,309
| 463,090
| 5
|
Y
|
Yes
| 15
| 1
| 4
| 80
| 4
| 23
| 1
| 1
| 23
| 14
| 21
| 18
|
22
|
Yes
|
Travel_Rarely
| 380
|
Research & Development
| 49
| 5
|
Other
| 1
| 2,199
| 3
|
Male
| 84
| 4
| 1
|
Manufacturing Director
| 4
|
Single
| 2,458
| 34,412
| 7
|
Y
|
No
| 34
| 1
| 3
| 80
| 4
| 37
| 2
| 2
| 14
| 10
| 13
| 4
|
46
|
No
|
Travel_Rarely
| 981
|
Sales
| 16
| 1
|
Marketing
| 1
| 2,200
| 1
|
Male
| 185
| 1
| 2
|
Research Director
| 1
|
Married
| 13,864
| 194,096
| 0
|
Y
|
Yes
| 30
| 1
| 1
| 80
| 4
| 24
| 6
| 3
| 4
| 4
| 3
| 2
|
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