Datasets:
Redsmoothy
/
HR_Attrition

Dataset card Data Studio Files
xet
Community
1
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
44
No
Travel_Rarely
528
Human Resources
1
3
Life Sciences
1
1,683
3
Female
44
3
1
Human Resources
4
Divorced
3,195
4,167
4
Y
Yes
18
3
1
80
3
8
2
3
2
2
2
2
23
Yes
Travel_Rarely
1,320
Research & Development
8
1
Medical
1
1,684
4
Male
93
2
1
Laboratory Technician
3
Single
3,989
20,586
1
Y
Yes
11
3
1
80
0
5
2
3
5
4
1
2
38
No
Travel_Rarely
1,495
Research & Development
4
2
Medical
1
1,687
4
Female
87
3
1
Laboratory Technician
3
Married
3,306
26,176
7
Y
No
19
3
4
80
1
7
5
2
0
0
0
0
53
No
Travel_Rarely
1,395
Research & Development
24
4
Medical
1
1,689
2
Male
48
4
3
Healthcare Representative
4
Married
7,005
3,458
3
Y
No
15
3
3
80
0
11
2
3
4
3
1
2
48
Yes
Travel_Frequently
708
Sales
7
2
Medical
1
1,691
4
Female
95
3
1
Sales Representative
3
Married
2,655
11,740
2
Y
Yes
11
3
3
80
2
19
3
3
9
7
7
7
32
Yes
Travel_Rarely
1,259
Research & Development
2
4
Life Sciences
1
1,692
4
Male
95
3
1
Laboratory Technician
2
Single
1,393
24,852
1
Y
No
12
3
1
80
0
1
2
3
1
0
0
0
26
No
Non-Travel
786
Research & Development
7
3
Medical
1
1,693
4
Male
76
3
1
Laboratory Technician
4
Single
2,570
11,925
1
Y
No
20
4
3
80
0
7
5
3
7
7
5
7
55
No
Travel_Rarely
1,441
Research & Development
22
3
Technical Degree
1
1,694
1
Male
94
2
1
Research Scientist
2
Divorced
3,537
23,737
5
Y
No
12
3
4
80
1
8
1
3
4
2
1
2
34
No
Travel_Rarely
1,157
Research & Development
5
2
Medical
1
1,696
2
Male
57
2
2
Laboratory Technician
4
Married
3,986
11,912
1
Y
No
14
3
3
80
1
15
3
4
15
10
4
13
60
No
Travel_Rarely
370
Research & Development
1
4
Medical
1
1,697
3
Male
92
1
3
Healthcare Representative
4
Divorced
10,883
20,467
3
Y
No
20
4
3
80
1
19
2
4
1
0
0
0
33
No
Travel_Rarely
267
Research & Development
21
3
Medical
1
1,698
2
Male
79
4
1
Laboratory Technician
2
Married
2,028
13,637
1
Y
No
18
3
4
80
3
14
6
3
14
11
2
13
37
No
Travel_Frequently
1,278
Sales
1
4
Medical
1
1,700
3
Male
31
1
2
Sales Executive
4
Divorced
9,525
7,677
1
Y
No
14
3
3
80
2
6
2
2
6
3
1
3
34
No
Travel_Rarely
678
Research & Development
19
3
Life Sciences
1
1,701
2
Female
35
2
1
Research Scientist
4
Married
2,929
20,338
1
Y
No
12
3
2
80
0
10
3
3
10
9
8
7
23
Yes
Travel_Rarely
427
Sales
7
3
Life Sciences
1
1,702
3
Male
99
3
1
Sales Representative
4
Divorced
2,275
25,103
1
Y
Yes
21
4
2
80
1
3
2
3
3
2
0
2
44
No
Travel_Rarely
921
Research & Development
2
3
Life Sciences
1
1,703
3
Female
96
4
3
Healthcare Representative
4
Married
7,879
14,810
1
Y
Yes
19
3
2
80
1
9
2
3
8
7
6
7
35
No
Travel_Frequently
146
Research & Development
2
4
Medical
1
1,704
1
Male
79
2
1
Research Scientist
4
Single
4,930
13,970
0
Y
Yes
14
3
3
80
0
6
2
4
5
4
1
4
43
No
Travel_Rarely
1,179
Sales
2
3
Medical
1
1,706
4
Male
73
3
2
Sales Executive
4
Married
7,847
6,069
1
Y
Yes
17
3
1
80
1
10
3
3
10
9
8
8
24
No
Travel_Rarely
581
Research & Development
9
3
Medical
1
1,707
3
Male
62
4
1
Research Scientist
3
Married
4,401
17,616
1
Y
No
16
3
4
80
1
5
1
3
5
3
0
4
41
No
Travel_Rarely
918
Sales
6
3
Marketing
1
1,708
4
Male
35
3
3
Sales Executive
3
Single
9,241
15,869
1
Y
No
12
3
2
80
0
10
3
3
10
8
8
7
29
No
Travel_Rarely
1,082
Research & Development
9
4
Medical
1
1,709
4
Female
43
3
1
Laboratory Technician
3
Married
2,974
25,412
9
Y
No
17
3
3
80
1
9
2
3
5
3
1
2
36
No
Travel_Rarely
530
Sales
2
4
Life Sciences
1
1,710
3
Female
51
3
2
Sales Representative
4
Single
4,502
7,439
3
Y
No
15
3
3
80
0
17
2
2
13
7
6
7
45
No
Non-Travel
1,238
Research & Development
1
1
Life Sciences
1
1,712
3
Male
74
2
3
Healthcare Representative
3
Married
10,748
3,395
3
Y
No
23
4
4
80
1
25
3
2
23
15
14
4
24
Yes
Travel_Rarely
240
Human Resources
22
1
Human Resources
1
1,714
4
Male
58
1
1
Human Resources
3
Married
1,555
11,585
1
Y
No
11
3
3
80
1
1
2
3
1
0
0
0
47
Yes
Travel_Frequently
1,093
Sales
9
3
Life Sciences
1
1,716
3
Male
82
1
4
Sales Executive
3
Married
12,936
24,164
7
Y
No
11
3
3
80
0
25
3
1
23
5
14
10
26
No
Travel_Rarely
390
Research & Development
17
4
Medical
1
1,718
4
Male
62
1
1
Laboratory Technician
3
Married
2,305
6,217
1
Y
No
15
3
3
80
3
3
3
4
3
2
0
2
45
No
Travel_Rarely
1,005
Research & Development
28
2
Technical Degree
1
1,719
4
Female
48
2
4
Research Director
2
Single
16,704
17,119
1
Y
No
11
3
3
80
0
21
2
3
21
6
8
6
32
No
Travel_Frequently
585
Research & Development
10
3
Life Sciences
1
1,720
1
Male
56
3
1
Research Scientist
3
Married
3,433
17,360
6
Y
No
13
3
1
80
1
10
3
2
5
2
1
3
31
No
Travel_Rarely
741
Research & Development
2
4
Life Sciences
1
1,721
2
Male
69
3
1
Laboratory Technician
3
Married
3,477
18,103
1
Y
No
14
3
4
80
1
6
2
4
5
2
0
3
41
No
Non-Travel
552
Human Resources
4
3
Human Resources
1
1,722
3
Male
60
1
2
Human Resources
2
Married
6,430
20,794
6
Y
No
19
3
2
80
1
10
4
3
3
2
1
2
40
No
Travel_Rarely
369
Research & Development
8
2
Life Sciences
1
1,724
2
Female
92
3
2
Manufacturing Director
1
Married
6,516
5,041
2
Y
Yes
16
3
2
80
1
18
3
3
1
0
0
0
24
No
Travel_Rarely
506
Research & Development
29
1
Medical
1
1,725
2
Male
91
3
1
Laboratory Technician
1
Divorced
3,907
3,622
1
Y
No
13
3
2
80
3
6
2
4
6
2
1
2
46
No
Travel_Rarely
717
Research & Development
13
4
Life Sciences
1
1,727
3
Male
34
3
2
Healthcare Representative
2
Single
5,562
9,697
6
Y
No
14
3
4
80
0
19
3
3
10
7
0
9
35
No
Travel_Rarely
1,370
Research & Development
27
4
Life Sciences
1
1,728
4
Male
49
3
2
Manufacturing Director
3
Married
6,883
5,151
2
Y
No
16
3
2
80
1
17
3
3
7
7
0
7
30
No
Travel_Rarely
793
Research & Development
16
1
Life Sciences
1
1,729
2
Male
33
3
1
Research Scientist
4
Married
2,862
3,811
1
Y
No
12
3
2
80
1
10
2
2
10
0
0
8
47
No
Non-Travel
543
Sales
2
4
Marketing
1
1,731
3
Male
87
3
2
Sales Executive
2
Married
4,978
3,536
7
Y
No
11
3
4
80
1
4
3
1
1
0
0
0
46
No
Travel_Rarely
1,277
Sales
2
3
Life Sciences
1
1,732
3
Male
74
3
3
Sales Executive
4
Divorced
10,368
5,596
4
Y
Yes
12
3
2
80
1
13
5
2
10
6
0
3
36
Yes
Travel_Rarely
1,456
Sales
13
5
Marketing
1
1,733
2
Male
96
2
2
Sales Executive
1
Divorced
6,134
8,658
5
Y
Yes
13
3
2
80
3
16
3
3
2
2
2
2
32
Yes
Travel_Rarely
964
Sales
1
2
Life Sciences
1
1,734
1
Male
34
1
2
Sales Executive
2
Single
6,735
12,147
6
Y
No
15
3
2
80
0
10
2
3
0
0
0
0
23
No
Travel_Rarely
160
Research & Development
4
1
Medical
1
1,735
3
Female
51
3
1
Laboratory Technician
2
Single
3,295
12,862
1
Y
No
13
3
3
80
0
3
3
1
3
2
1
2
31
No
Travel_Frequently
163
Research & Development
24
1
Technical Degree
1
1,736
4
Female
30
3
2
Manufacturing Director
4
Single
5,238
6,670
2
Y
No
20
4
4
80
0
9
3
2
5
4
1
4
39
No
Non-Travel
792
Research & Development
1
3
Life Sciences
1
1,737
4
Male
77
3
2
Laboratory Technician
4
Married
6,472
8,989
1
Y
Yes
15
3
4
80
1
9
2
3
9
8
5
8
32
No
Travel_Rarely
371
Sales
19
3
Life Sciences
1
1,739
4
Male
80
1
3
Sales Executive
3
Married
9,610
3,840
3
Y
No
13
3
3
80
1
10
2
1
4
3
0
2
40
No
Travel_Rarely
611
Sales
7
4
Medical
1
1,740
2
Male
88
3
5
Manager
2
Single
19,833
4,349
1
Y
No
14
3
2
80
0
21
3
2
21
8
12
8
45
No
Travel_Rarely
176
Human Resources
4
3
Life Sciences
1
1,744
3
Female
56
1
3
Human Resources
3
Married
9,756
6,595
4
Y
No
21
4
3
80
2
9
2
4
5
0
0
3
30
No
Travel_Frequently
1,312
Research & Development
2
4
Technical Degree
1
1,745
4
Female
78
2
1
Research Scientist
1
Single
4,968
26,427
0
Y
No
16
3
4
80
0
10
2
3
9
7
0
7
24
No
Travel_Frequently
897
Human Resources
10
3
Medical
1
1,746
1
Male
59
3
1
Human Resources
4
Married
2,145
2,097
0
Y
No
14
3
4
80
1
3
2
3
2
2
2
1
30
Yes
Travel_Frequently
600
Human Resources
8
3
Human Resources
1
1,747
3
Female
66
2
1
Human Resources
4
Divorced
2,180
9,732
6
Y
No
11
3
3
80
1
6
0
2
4
2
1
2
31
No
Travel_Rarely
1,003
Sales
5
3
Technical Degree
1
1,749
1
Male
51
3
2
Sales Executive
3
Married
8,346
20,943
1
Y
No
19
3
3
80
1
6
3
3
5
2
0
2
27
No
Travel_Rarely
1,054
Research & Development
8
3
Medical
1
1,751
3
Female
67
3
1
Research Scientist
4
Single
3,445
6,152
1
Y
No
11
3
3
80
0
6
5
2
6
2
1
4
29
Yes
Travel_Rarely
428
Sales
9
3
Marketing
1
1,752
2
Female
52
1
1
Sales Representative
2
Single
2,760
14,630
1
Y
No
13
3
3
80
0
2
3
3
2
2
2
2
29
No
Travel_Frequently
461
Research & Development
1
3
Life Sciences
1
1,753
4
Male
70
4
2
Healthcare Representative
3
Single
6,294
23,060
8
Y
Yes
12
3
4
80
0
10
5
4
3
2
0
2
30
No
Travel_Rarely
979
Sales
15
2
Marketing
1
1,754
3
Male
94
2
3
Sales Executive
1
Divorced
7,140
3,088
2
Y
No
11
3
1
80
1
12
2
3
7
7
1
7
34
No
Travel_Rarely
181
Research & Development
2
4
Medical
1
1,755
4
Male
97
4
1
Research Scientist
4
Married
2,932
5,586
0
Y
Yes
14
3
1
80
3
6
3
3
5
0
1
2
33
No
Non-Travel
1,283
Sales
2
3
Marketing
1
1,756
4
Female
62
3
2
Sales Executive
2
Single
5,147
10,697
8
Y
No
15
3
4
80
0
13
2
2
11
7
1
7
49
No
Travel_Rarely
1,313
Sales
11
4
Marketing
1
1,757
4
Female
80
3
2
Sales Executive
4
Single
4,507
8,191
3
Y
No
12
3
3
80
0
8
1
4
5
1
0
4
33
Yes
Travel_Rarely
211
Sales
16
3
Life Sciences
1
1,758
1
Female
74
3
3
Sales Executive
1
Single
8,564
10,092
2
Y
Yes
20
4
3
80
0
11
2
2
0
0
0
0
38
No
Travel_Frequently
594
Research & Development
2
2
Medical
1
1,760
3
Female
75
2
1
Laboratory Technician
2
Married
2,468
15,963
4
Y
No
14
3
2
80
1
9
4
2
6
1
0
5
31
Yes
Travel_Rarely
1,079
Sales
16
4
Marketing
1
1,761
1
Male
70
3
3
Sales Executive
3
Married
8,161
19,002
2
Y
No
13
3
1
80
3
10
2
3
1
0
0
0
29
No
Travel_Rarely
590
Research & Development
4
3
Technical Degree
1
1,762
4
Female
91
2
1
Research Scientist
1
Divorced
2,109
10,007
1
Y
No
13
3
3
80
1
1
2
3
1
0
0
0
30
No
Travel_Rarely
305
Research & Development
16
3
Life Sciences
1
1,763
3
Male
58
4
2
Healthcare Representative
3
Married
5,294
9,128
3
Y
No
16
3
3
80
1
10
3
3
7
0
1
7
32
No
Non-Travel
953
Research & Development
5
4
Technical Degree
1
1,764
2
Male
65
3
1
Research Scientist
2
Single
2,718
17,674
2
Y
No
14
3
2
80
0
12
3
3
7
7
0
7
38
No
Travel_Rarely
833
Research & Development
18
3
Medical
1
1,766
2
Male
60
1
2
Healthcare Representative
4
Married
5,811
24,539
3
Y
Yes
16
3
3
80
1
15
2
3
1
0
1
0
43
Yes
Travel_Frequently
807
Research & Development
17
3
Technical Degree
1
1,767
3
Male
38
2
1
Research Scientist
3
Married
2,437
15,587
9
Y
Yes
16
3
4
80
1
6
4
3
1
0
0
0
42
No
Travel_Rarely
855
Research & Development
12
3
Medical
1
1,768
2
Male
57
3
1
Laboratory Technician
2
Divorced
2,766
8,952
8
Y
No
22
4
2
80
3
7
6
2
5
3
0
4
55
No
Travel_Rarely
478
Research & Development
2
3
Medical
1
1,770
3
Male
60
2
5
Research Director
1
Married
19,038
19,805
8
Y
No
12
3
2
80
3
34
2
3
1
0
0
0
33
No
Non-Travel
775
Research & Development
4
3
Technical Degree
1
1,771
4
Male
90
3
2
Research Scientist
2
Divorced
3,055
6,194
5
Y
No
15
3
4
80
2
11
2
2
9
8
1
7
41
No
Travel_Rarely
548
Research & Development
9
4
Life Sciences
1
1,772
3
Male
94
3
1
Laboratory Technician
1
Divorced
2,289
20,520
1
Y
No
20
4
2
80
2
5
2
3
5
3
0
4
34
No
Non-Travel
1,375
Sales
10
3
Life Sciences
1
1,774
4
Male
87
3
2
Sales Executive
3
Divorced
4,001
12,313
1
Y
Yes
14
3
3
80
1
15
3
3
15
14
0
7
53
No
Non-Travel
661
Research & Development
1
4
Medical
1
1,775
1
Female
60
2
4
Manufacturing Director
3
Married
12,965
22,308
4
Y
Yes
20
4
4
80
3
27
2
2
3
2
0
2
43
No
Travel_Rarely
244
Human Resources
2
3
Life Sciences
1
1,778
2
Male
97
3
1
Human Resources
4
Single
3,539
5,033
0
Y
No
13
3
2
80
0
10
5
3
9
7
1
8
34
No
Travel_Rarely
511
Sales
3
2
Life Sciences
1
1,779
4
Female
32
1
2
Sales Executive
4
Single
6,029
25,353
5
Y
No
12
3
1
80
0
6
3
3
2
2
2
2
21
Yes
Travel_Rarely
337
Sales
7
1
Marketing
1
1,780
2
Male
31
3
1
Sales Representative
2
Single
2,679
4,567
1
Y
No
13
3
2
80
0
1
3
3
1
0
1
0
38
No
Travel_Rarely
1,153
Research & Development
6
2
Other
1
1,782
4
Female
40
2
1
Laboratory Technician
3
Married
3,702
16,376
1
Y
No
11
3
2
80
1
5
3
3
5
4
0
4
22
Yes
Travel_Rarely
1,294
Research & Development
8
1
Medical
1
1,783
3
Female
79
3
1
Laboratory Technician
1
Married
2,398
15,999
1
Y
Yes
17
3
3
80
0
1
6
3
1
0
0
0
31
No
Travel_Rarely
196
Sales
29
4
Marketing
1
1,784
1
Female
91
2
2
Sales Executive
4
Married
5,468
13,402
1
Y
No
14
3
1
80
2
13
3
3
12
7
5
7
51
No
Travel_Rarely
942
Research & Development
3
3
Technical Degree
1
1,786
1
Female
53
3
3
Manager
3
Married
13,116
22,984
2
Y
No
11
3
4
80
0
15
2
3
2
2
2
2
37
No
Travel_Rarely
589
Sales
9
2
Marketing
1
1,787
2
Male
46
2
2
Sales Executive
2
Married
4,189
8,800
1
Y
No
14
3
1
80
2
5
2
3
5
2
0
3
46
No
Travel_Rarely
734
Research & Development
2
4
Medical
1
1,789
3
Male
46
3
5
Research Director
4
Divorced
19,328
14,218
7
Y
Yes
17
3
3
80
1
24
3
3
2
1
2
2
36
No
Travel_Rarely
1,383
Research & Development
10
3
Life Sciences
1
1,790
4
Male
90
3
3
Healthcare Representative
1
Married
8,321
25,949
7
Y
Yes
13
3
4
80
1
15
1
3
12
8
5
7
44
Yes
Travel_Frequently
429
Research & Development
1
2
Medical
1
1,792
3
Male
99
3
1
Research Scientist
2
Divorced
2,342
11,092
1
Y
Yes
12
3
3
80
3
6
2
2
5
3
2
3
37
No
Travel_Rarely
1,239
Human Resources
8
2
Other
1
1,794
3
Male
89
3
2
Human Resources
2
Divorced
4,071
12,832
2
Y
No
13
3
3
80
0
19
4
2
10
0
4
7
35
Yes
Travel_Rarely
303
Sales
27
3
Life Sciences
1
1,797
3
Male
84
3
2
Sales Executive
4
Single
5,813
13,492
1
Y
Yes
18
3
4
80
0
10
2
3
10
7
7
7
33
No
Travel_Rarely
867
Research & Development
8
4
Life Sciences
1
1,798
4
Male
90
4
1
Research Scientist
1
Married
3,143
6,076
6
Y
No
19
3
2
80
1
14
1
3
10
8
7
6
28
No
Travel_Rarely
1,181
Research & Development
1
3
Life Sciences
1
1,799
3
Male
82
3
1
Research Scientist
4
Married
2,044
5,531
1
Y
No
11
3
3
80
1
5
6
4
5
3
0
3
39
No
Travel_Rarely
1,253
Research & Development
10
1
Medical
1
1,800
3
Male
65
3
3
Research Director
3
Single
13,464
7,914
7
Y
No
21
4
3
80
0
9
3
3
4
3
2
2
46
No
Non-Travel
849
Sales
26
2
Life Sciences
1
1,801
2
Male
98
2
2
Sales Executive
2
Single
7,991
25,166
8
Y
No
15
3
3
80
0
6
3
3
2
2
2
2
40
No
Travel_Rarely
616
Research & Development
2
2
Life Sciences
1
1,802
3
Female
99
3
1
Laboratory Technician
1
Married
3,377
25,605
4
Y
No
17
3
4
80
1
7
5
2
4
3
0
2
42
No
Travel_Rarely
1,128
Research & Development
13
3
Medical
1
1,803
2
Male
95
4
2
Healthcare Representative
1
Married
5,538
5,696
5
Y
No
18
3
3
80
2
10
2
2
0
0
0
0
35
No
Non-Travel
1,180
Research & Development
2
2
Medical
1
1,804
2
Male
90
3
2
Manufacturing Director
4
Divorced
5,762
24,442
2
Y
No
14
3
3
80
1
15
6
3
7
7
1
7
38
No
Non-Travel
1,336
Human Resources
2
3
Human Resources
1
1,805
1
Male
100
3
1
Human Resources
2
Divorced
2,592
7,129
5
Y
No
13
3
4
80
3
13
3
3
11
10
3
8
34
Yes
Travel_Frequently
234
Research & Development
9
4
Life Sciences
1
1,807
4
Male
93
3
2
Laboratory Technician
1
Married
5,346
6,208
4
Y
No
17
3
3
80
1
11
3
2
7
1
0
7
37
Yes
Travel_Rarely
370
Research & Development
10
4
Medical
1
1,809
4
Male
58
3
2
Manufacturing Director
1
Single
4,213
4,992
1
Y
No
15
3
2
80
0
10
4
1
10
3
0
8
39
No
Travel_Frequently
766
Sales
20
3
Life Sciences
1
1,812
3
Male
83
3
2
Sales Executive
4
Divorced
4,127
19,188
2
Y
No
18
3
4
80
1
7
6
3
2
1
2
2
43
No
Non-Travel
343
Research & Development
9
3
Life Sciences
1
1,813
1
Male
52
3
1
Research Scientist
3
Single
2,438
24,978
4
Y
No
13
3
3
80
0
7
2
2
3
2
1
2
41
No
Travel_Rarely
447
Research & Development
5
3
Life Sciences
1
1,814
2
Male
85
4
2
Healthcare Representative
2
Single
6,870
15,530
3
Y
No
12
3
1
80
0
11
3
1
3
2
1
2
41
No
Travel_Rarely
796
Sales
4
1
Marketing
1
1,815
3
Female
81
3
3
Sales Executive
3
Divorced
10,447
26,458
0
Y
Yes
13
3
4
80
1
23
3
4
22
14
13
5
30
No
Travel_Rarely
1,092
Research & Development
10
3
Medical
1
1,816
1
Female
64
3
3
Manufacturing Director
3
Single
9,667
2,739
9
Y
No
14
3
2
80
0
9
3
3
7
7
0
2
26
Yes
Travel_Rarely
920
Human Resources
20
2
Medical
1
1,818
4
Female
69
3
1
Human Resources
2
Married
2,148
6,889
0
Y
Yes
11
3
3
80
0
6
3
3
5
1
1
4
46
Yes
Travel_Rarely
261
Research & Development
21
2
Medical
1
1,821
4
Female
66
3
2
Healthcare Representative
2
Married
8,926
10,842
4
Y
No
22
4
4
80
1
13
2
4
9
7
3
7
40
No
Travel_Rarely
1,194
Research & Development
1
3
Life Sciences
1
1,822
3
Female
52
3
2
Healthcare Representative
4
Divorced
6,513
9,060
4
Y
No
17
3
4
80
1
12
3
3
5
3
0
3