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
34
No
Travel_Rarely
810
Sales
8
2
Technical Degree
1
1,823
2
Male
92
4
2
Sales Executive
3
Married
6,799
22,128
1
Y
No
21
4
3
80
2
10
5
3
10
8
4
8
58
No
Non-Travel
350
Sales
2
3
Medical
1
1,824
2
Male
52
3
4
Manager
2
Divorced
16,291
22,577
4
Y
No
22
4
4
80
1
37
0
2
16
9
14
14
35
No
Travel_Rarely
185
Research & Development
23
4
Medical
1
1,826
2
Male
91
1
1
Laboratory Technician
3
Married
2,705
9,696
0
Y
No
16
3
2
80
1
6
2
4
5
4
0
3
47
No
Travel_Rarely
1,001
Research & Development
4
3
Life Sciences
1
1,827
3
Female
92
2
3
Manufacturing Director
2
Divorced
10,333
19,271
8
Y
Yes
12
3
3
80
1
28
4
3
22
11
14
10
40
No
Travel_Rarely
750
Research & Development
12
3
Life Sciences
1
1,829
2
Female
47
3
2
Healthcare Representative
1
Divorced
4,448
10,748
2
Y
No
12
3
2
80
1
15
3
3
7
4
7
7
54
No
Travel_Rarely
431
Research & Development
7
4
Medical
1
1,830
4
Female
68
3
2
Research Scientist
4
Married
6,854
15,696
4
Y
No
15
3
2
80
1
14
2
2
7
1
1
7
31
No
Travel_Frequently
1,125
Sales
7
4
Marketing
1
1,833
1
Female
68
3
3
Sales Executive
1
Married
9,637
8,277
2
Y
No
14
3
4
80
2
9
3
3
3
2
2
2
28
No
Travel_Rarely
1,217
Research & Development
1
3
Medical
1
1,834
3
Female
67
3
1
Research Scientist
1
Married
3,591
12,719
1
Y
No
25
4
3
80
1
3
3
3
3
2
1
2
38
No
Travel_Rarely
723
Sales
2
4
Marketing
1
1,835
2
Female
77
1
2
Sales Representative
4
Married
5,405
4,244
2
Y
Yes
20
4
1
80
2
20
4
2
4
2
0
3
26
No
Travel_Rarely
572
Sales
10
3
Medical
1
1,836
3
Male
46
3
2
Sales Executive
4
Single
4,684
9,125
1
Y
No
13
3
1
80
0
5
4
3
5
3
1
2
58
No
Travel_Frequently
1,216
Research & Development
15
4
Life Sciences
1
1,837
1
Male
87
3
4
Research Director
3
Married
15,787
21,624
2
Y
Yes
14
3
2
80
0
23
3
3
2
2
2
2
18
No
Non-Travel
1,431
Research & Development
14
3
Medical
1
1,839
2
Female
33
3
1
Research Scientist
3
Single
1,514
8,018
1
Y
No
16
3
3
80
0
0
4
1
0
0
0
0
31
Yes
Travel_Rarely
359
Human Resources
18
5
Human Resources
1
1,842
4
Male
89
4
1
Human Resources
1
Married
2,956
21,495
0
Y
No
17
3
3
80
0
2
4
3
1
0
0
0
29
Yes
Travel_Rarely
350
Human Resources
13
3
Human Resources
1
1,844
1
Male
56
2
1
Human Resources
1
Divorced
2,335
3,157
4
Y
Yes
15
3
4
80
3
4
3
3
2
2
2
0
45
No
Non-Travel
589
Sales
2
4
Life Sciences
1
1,845
3
Female
67
3
2
Sales Executive
3
Married
5,154
19,665
4
Y
No
22
4
2
80
2
10
3
4
8
7
5
7
36
No
Travel_Rarely
430
Research & Development
2
4
Other
1
1,847
4
Female
73
3
2
Research Scientist
2
Married
6,962
19,573
4
Y
Yes
22
4
4
80
1
15
2
3
1
0
0
0
43
No
Travel_Frequently
1,422
Sales
2
4
Life Sciences
1
1,849
1
Male
92
3
2
Sales Executive
4
Married
5,675
19,246
1
Y
No
20
4
3
80
1
7
5
3
7
7
7
7
27
No
Travel_Frequently
1,297
Research & Development
5
2
Life Sciences
1
1,850
4
Female
53
3
1
Laboratory Technician
4
Single
2,379
19,826
0
Y
Yes
14
3
3
80
0
6
3
2
5
4
0
2
29
No
Travel_Frequently
574
Research & Development
20
1
Medical
1
1,852
4
Male
40
3
1
Laboratory Technician
4
Married
3,812
7,003
1
Y
No
13
3
2
80
0
11
3
4
11
8
3
10
32
No
Travel_Frequently
1,318
Sales
10
4
Marketing
1
1,853
4
Male
79
3
2
Sales Executive
4
Single
4,648
26,075
8
Y
No
13
3
3
80
0
4
2
4
0
0
0
0
42
No
Non-Travel
355
Research & Development
10
4
Technical Degree
1
1,854
3
Male
38
3
1
Research Scientist
3
Married
2,936
6,161
3
Y
No
22
4
2
80
2
10
1
2
6
3
3
3
47
No
Travel_Rarely
207
Research & Development
9
4
Life Sciences
1
1,856
2
Female
64
3
1
Laboratory Technician
3
Single
2,105
5,411
4
Y
No
12
3
3
80
0
7
2
3
2
2
2
0
46
No
Travel_Rarely
706
Research & Development
2
2
Life Sciences
1
1,857
4
Male
82
3
3
Manufacturing Director
4
Divorced
8,578
19,989
3
Y
No
14
3
3
80
1
12
4
2
9
8
4
7
28
No
Non-Travel
280
Human Resources
1
2
Life Sciences
1
1,858
3
Male
43
3
1
Human Resources
4
Divorced
2,706
10,494
1
Y
No
15
3
2
80
1
3
2
3
3
2
2
2
29
No
Travel_Rarely
726
Research & Development
29
1
Life Sciences
1
1,859
4
Male
93
1
2
Healthcare Representative
3
Divorced
6,384
21,143
8
Y
No
17
3
4
80
2
11
3
3
7
0
1
6
42
No
Travel_Rarely
1,142
Research & Development
8
3
Life Sciences
1
1,860
4
Male
81
3
1
Laboratory Technician
3
Single
3,968
13,624
4
Y
No
13
3
4
80
0
8
3
3
0
0
0
0
32
Yes
Travel_Rarely
414
Sales
2
4
Marketing
1
1,862
3
Male
82
2
2
Sales Executive
2
Single
9,907
26,186
7
Y
Yes
12
3
3
80
0
7
3
2
2
2
2
2
46
No
Travel_Rarely
1,319
Sales
3
3
Technical Degree
1
1,863
1
Female
45
4
4
Sales Executive
1
Divorced
13,225
7,739
2
Y
No
12
3
4
80
1
25
5
3
19
17
2
8
27
No
Travel_Rarely
728
Sales
23
1
Medical
1
1,864
2
Female
36
2
2
Sales Representative
3
Married
3,540
7,018
1
Y
No
21
4
4
80
1
9
5
3
9
8
5
8
29
No
Travel_Rarely
352
Human Resources
6
1
Medical
1
1,865
4
Male
87
2
1
Human Resources
2
Married
2,804
15,434
1
Y
No
11
3
4
80
0
1
3
3
1
0
0
0
43
No
Travel_Rarely
823
Research & Development
6
3
Medical
1
1,866
1
Female
81
2
5
Manager
3
Married
19,392
22,539
7
Y
No
13
3
4
80
0
21
2
3
16
12
6
14
48
No
Travel_Rarely
1,224
Research & Development
10
3
Life Sciences
1
1,867
4
Male
91
2
5
Research Director
2
Married
19,665
13,583
4
Y
No
12
3
4
80
0
29
3
3
22
10
12
9
29
Yes
Travel_Frequently
459
Research & Development
24
2
Life Sciences
1
1,868
4
Male
73
2
1
Research Scientist
4
Single
2,439
14,753
1
Y
Yes
24
4
2
80
0
1
3
2
1
0
1
0
46
Yes
Travel_Rarely
1,254
Sales
10
3
Life Sciences
1
1,869
3
Female
64
3
3
Sales Executive
2
Married
7,314
14,011
5
Y
No
21
4
3
80
3
14
2
3
8
7
0
7
27
No
Travel_Frequently
1,131
Research & Development
15
3
Life Sciences
1
1,870
4
Female
77
2
1
Research Scientist
1
Married
4,774
23,844
0
Y
No
19
3
4
80
1
8
2
2
7
6
7
3
39
No
Travel_Rarely
835
Research & Development
19
4
Other
1
1,871
4
Male
41
3
2
Research Scientist
4
Divorced
3,902
5,141
8
Y
No
14
3
2
80
3
7
2
3
2
2
2
2
55
No
Travel_Rarely
836
Research & Development
2
4
Technical Degree
1
1,873
2
Male
98
2
1
Research Scientist
4
Married
2,662
7,975
8
Y
No
20
4
2
80
1
19
2
4
5
2
0
4
28
No
Travel_Rarely
1,172
Sales
3
3
Medical
1
1,875
2
Female
78
3
1
Sales Representative
2
Married
2,856
3,692
1
Y
No
19
3
4
80
1
1
3
3
1
0
0
0
30
Yes
Travel_Rarely
945
Sales
9
3
Medical
1
1,876
2
Male
89
3
1
Sales Representative
4
Single
1,081
16,019
1
Y
No
13
3
3
80
0
1
3
2
1
0
0
0
22
Yes
Travel_Rarely
391
Research & Development
7
1
Life Sciences
1
1,878
4
Male
75
3
1
Research Scientist
2
Single
2,472
26,092
1
Y
Yes
23
4
1
80
0
1
2
3
1
0
0
0
36
No
Travel_Rarely
1,266
Sales
10
4
Technical Degree
1
1,880
2
Female
63
2
2
Sales Executive
3
Married
5,673
6,060
1
Y
Yes
13
3
1
80
1
10
4
3
10
9
1
7
31
No
Travel_Rarely
311
Research & Development
20
3
Life Sciences
1
1,881
2
Male
89
3
2
Laboratory Technician
3
Divorced
4,197
18,624
1
Y
No
11
3
1
80
1
10
2
3
10
8
0
2
34
No
Travel_Rarely
1,480
Sales
4
3
Life Sciences
1
1,882
3
Male
64
3
3
Sales Executive
4
Married
9,713
24,444
2
Y
Yes
13
3
4
80
3
9
3
3
5
3
1
0
29
No
Travel_Rarely
592
Research & Development
7
3
Life Sciences
1
1,883
4
Male
59
3
1
Laboratory Technician
1
Single
2,062
19,384
3
Y
No
14
3
2
80
0
11
2
3
3
2
1
2
37
No
Travel_Rarely
783
Research & Development
7
4
Medical
1
1,885
4
Male
78
3
2
Research Scientist
1
Married
4,284
13,588
5
Y
Yes
22
4
3
80
1
16
2
3
5
3
0
4
35
No
Travel_Rarely
219
Research & Development
16
2
Other
1
1,886
4
Female
44
2
2
Manufacturing Director
2
Married
4,788
25,388
0
Y
Yes
11
3
4
80
0
4
2
3
3
2
0
2
45
No
Travel_Rarely
556
Research & Development
25
2
Life Sciences
1
1,888
2
Female
93
2
2
Manufacturing Director
4
Married
5,906
23,888
0
Y
No
13
3
4
80
2
10
2
2
9
8
3
8
36
No
Travel_Frequently
1,213
Human Resources
2
1
Human Resources
1
1,890
2
Male
94
2
2
Human Resources
4
Single
3,886
4,223
1
Y
No
21
4
4
80
0
10
2
2
10
1
0
8
40
No
Travel_Rarely
1,137
Research & Development
1
4
Life Sciences
1
1,892
1
Male
98
3
4
Manager
1
Divorced
16,823
18,991
2
Y
No
11
3
1
80
1
22
3
3
19
7
11
16
26
No
Travel_Rarely
482
Research & Development
1
2
Life Sciences
1
1,893
2
Female
90
2
1
Research Scientist
3
Married
2,933
14,908
1
Y
Yes
13
3
3
80
1
1
3
2
1
0
1
0
27
No
Travel_Rarely
511
Sales
2
2
Medical
1
1,898
1
Female
89
4
2
Sales Executive
3
Single
6,500
26,997
0
Y
No
14
3
2
80
0
9
5
2
8
7
0
7
48
No
Travel_Frequently
117
Research & Development
22
3
Medical
1
1,900
4
Female
58
3
4
Manager
4
Divorced
17,174
2,437
3
Y
No
11
3
2
80
1
24
3
3
22
17
4
7
44
No
Travel_Rarely
170
Research & Development
1
4
Life Sciences
1
1,903
2
Male
78
4
2
Healthcare Representative
1
Married
5,033
9,364
2
Y
No
15
3
4
80
1
10
5
3
2
0
2
2
34
Yes
Non-Travel
967
Research & Development
16
4
Technical Degree
1
1,905
4
Male
85
1
1
Research Scientist
1
Married
2,307
14,460
1
Y
Yes
23
4
2
80
1
5
2
3
5
2
3
0
56
Yes
Travel_Rarely
1,162
Research & Development
24
2
Life Sciences
1
1,907
1
Male
97
3
1
Laboratory Technician
4
Single
2,587
10,261
1
Y
No
16
3
4
80
0
5
3
3
4
2
1
0
36
No
Travel_Rarely
335
Sales
17
2
Marketing
1
1,908
3
Male
33
2
2
Sales Executive
2
Married
5,507
16,822
2
Y
No
16
3
3
80
2
12
1
1
4
2
1
3
41
No
Travel_Rarely
337
Sales
8
3
Marketing
1
1,909
3
Female
54
3
2
Sales Executive
2
Married
4,393
26,841
5
Y
No
21
4
3
80
1
14
3
3
5
4
1
4
42
No
Travel_Rarely
1,396
Research & Development
6
3
Medical
1
1,911
3
Male
83
3
3
Research Director
1
Married
13,348
14,842
9
Y
No
13
3
2
80
1
18
3
4
13
7
5
7
31
No
Travel_Rarely
1,079
Sales
10
2
Medical
1
1,912
3
Female
86
3
2
Sales Executive
4
Divorced
6,583
20,115
2
Y
Yes
11
3
4
80
1
8
2
3
5
2
1
4
34
No
Travel_Rarely
735
Sales
3
1
Medical
1
1,915
4
Female
75
2
2
Sales Executive
4
Married
8,103
16,495
3
Y
Yes
12
3
3
80
0
9
3
2
4
2
0
1
31
No
Travel_Rarely
471
Research & Development
4
3
Medical
1
1,916
1
Female
62
4
1
Laboratory Technician
3
Divorced
3,978
16,031
8
Y
No
12
3
2
80
1
4
0
2
2
2
2
2
26
No
Travel_Frequently
1,096
Research & Development
6
3
Other
1
1,918
3
Male
61
4
1
Laboratory Technician
4
Married
2,544
7,102
0
Y
No
18
3
1
80
1
8
3
3
7
7
7
7
45
No
Travel_Frequently
1,297
Research & Development
1
4
Medical
1
1,922
2
Male
44
3
2
Healthcare Representative
3
Single
5,399
14,511
4
Y
No
12
3
3
80
0
12
3
3
4
2
0
3
33
No
Travel_Rarely
217
Sales
10
4
Marketing
1
1,924
2
Male
43
3
2
Sales Executive
3
Single
5,487
10,410
1
Y
No
14
3
2
80
0
10
2
2
10
4
0
9
28
No
Travel_Frequently
783
Sales
1
2
Life Sciences
1
1,927
3
Male
42
2
2
Sales Executive
4
Married
6,834
19,255
1
Y
Yes
12
3
3
80
1
7
2
3
7
7
0
7
29
Yes
Travel_Frequently
746
Sales
24
3
Technical Degree
1
1,928
3
Male
45
4
1
Sales Representative
1
Single
1,091
10,642
1
Y
No
17
3
4
80
0
1
3
3
1
0
0
0
39
No
Non-Travel
1,251
Sales
21
4
Life Sciences
1
1,929
1
Female
32
1
2
Sales Executive
3
Married
5,736
3,987
6
Y
No
19
3
3
80
1
10
1
3
3
2
1
2
27
No
Travel_Rarely
1,354
Research & Development
2
4
Technical Degree
1
1,931
2
Male
41
3
1
Research Scientist
2
Married
2,226
6,073
1
Y
No
11
3
3
80
1
6
3
2
5
3
1
2
34
No
Travel_Frequently
735
Research & Development
22
4
Other
1
1,932
3
Male
86
2
2
Research Scientist
4
Married
5,747
26,496
1
Y
Yes
15
3
2
80
0
16
3
3
15
10
6
11
28
Yes
Travel_Rarely
1,475
Sales
13
2
Marketing
1
1,933
4
Female
84
3
2
Sales Executive
3
Single
9,854
23,352
3
Y
Yes
11
3
4
80
0
6
0
3
2
0
2
2
47
No
Non-Travel
1,169
Research & Development
14
4
Technical Degree
1
1,934
3
Male
64
3
2
Research Scientist
2
Married
5,467
2,125
8
Y
No
18
3
3
80
1
16
4
4
8
7
1
7
56
No
Travel_Rarely
1,443
Sales
11
5
Marketing
1
1,935
4
Female
89
2
2
Sales Executive
1
Married
5,380
20,328
4
Y
No
16
3
3
80
1
6
3
3
0
0
0
0
39
No
Travel_Rarely
867
Research & Development
9
2
Medical
1
1,936
1
Male
87
3
2
Manufacturing Director
1
Married
5,151
12,315
1
Y
No
25
4
4
80
1
10
3
3
10
0
7
9
38
No
Travel_Frequently
1,394
Research & Development
8
3
Medical
1
1,937
4
Female
58
2
2
Research Scientist
2
Divorced
2,133
18,115
1
Y
Yes
16
3
3
80
1
20
3
3
20
11
0
7
58
No
Travel_Rarely
605
Sales
21
3
Life Sciences
1
1,938
4
Female
72
3
4
Manager
4
Married
17,875
11,761
4
Y
Yes
13
3
3
80
1
29
2
2
1
0
0
0
32
Yes
Travel_Frequently
238
Research & Development
5
2
Life Sciences
1
1,939
1
Female
47
4
1
Research Scientist
3
Single
2,432
15,318
3
Y
Yes
14
3
1
80
0
8
2
3
4
1
0
3
38
No
Travel_Rarely
1,206
Research & Development
9
2
Life Sciences
1
1,940
2
Male
71
3
1
Research Scientist
4
Divorced
4,771
14,293
2
Y
No
19
3
4
80
2
10
0
4
5
2
0
3
49
No
Travel_Frequently
1,064
Research & Development
2
1
Life Sciences
1
1,941
2
Male
42
3
5
Research Director
4
Married
19,161
13,738
3
Y
No
15
3
4
80
0
28
3
3
5
4
4
3
42
No
Travel_Rarely
419
Sales
12
4
Marketing
1
1,943
2
Male
77
3
2
Sales Executive
4
Divorced
5,087
2,900
3
Y
Yes
12
3
3
80
2
14
4
3
0
0
0
0
27
Yes
Travel_Frequently
1,337
Human Resources
22
3
Human Resources
1
1,944
1
Female
58
2
1
Human Resources
2
Married
2,863
19,555
1
Y
No
12
3
1
80
0
1
2
3
1
0
0
0
35
No
Travel_Rarely
682
Sales
18
4
Medical
1
1,945
2
Male
71
3
2
Sales Executive
1
Married
5,561
15,975
0
Y
No
16
3
4
80
1
6
2
1
5
3
0
4
28
No
Non-Travel
1,103
Research & Development
16
3
Medical
1
1,947
3
Male
49
3
1
Research Scientist
3
Single
2,144
2,122
1
Y
No
14
3
3
80
0
5
3
2
5
3
1
4
31
No
Non-Travel
976
Research & Development
3
2
Medical
1
1,948
3
Male
48
3
1
Research Scientist
1
Divorced
3,065
3,995
1
Y
Yes
13
3
4
80
1
4
3
4
4
2
2
3
36
No
Non-Travel
1,351
Research & Development
9
4
Life Sciences
1
1,949
1
Male
66
4
1
Laboratory Technician
2
Married
2,810
9,238
1
Y
No
22
4
2
80
0
5
3
3
5
4
0
2
34
No
Travel_Rarely
937
Sales
1
3
Marketing
1
1,950
1
Male
32
3
3
Sales Executive
4
Single
9,888
6,770
1
Y
No
21
4
1
80
0
14
3
2
14
8
2
1
34
No
Travel_Rarely
1,239
Sales
13
4
Medical
1
1,951
4
Male
39
3
3
Sales Executive
3
Divorced
8,628
22,914
1
Y
No
18
3
3
80
1
9
2
2
8
7
1
1
26
No
Travel_Rarely
157
Research & Development
1
3
Medical
1
1,952
3
Male
95
3
1
Laboratory Technician
1
Single
2,867
20,006
0
Y
No
13
3
4
80
0
8
6
2
7
7
7
6
29
No
Travel_Rarely
136
Research & Development
1
3
Life Sciences
1
1,954
1
Male
89
3
2
Healthcare Representative
1
Married
5,373
6,225
0
Y
No
12
3
1
80
1
6
5
2
5
3
0
2
32
No
Non-Travel
1,146
Research & Development
15
4
Medical
1
1,955
3
Female
34
3
2
Healthcare Representative
4
Divorced
6,667
16,542
5
Y
No
18
3
2
80
1
9
6
3
5
1
1
2
31
No
Travel_Frequently
1,125
Research & Development
1
3
Life Sciences
1
1,956
4
Male
48
1
2
Research Scientist
1
Married
5,003
5,771
1
Y
No
21
4
2
80
0
10
6
3
10
8
8
7
28
Yes
Travel_Rarely
1,404
Research & Development
17
3
Technical Degree
1
1,960
3
Male
32
2
1
Laboratory Technician
4
Divorced
2,367
18,779
5
Y
No
12
3
1
80
1
6
2
2
4
1
0
3
38
No
Travel_Rarely
1,404
Sales
1
3
Life Sciences
1
1,961
1
Male
59
2
1
Sales Representative
1
Single
2,858
11,473
4
Y
No
14
3
1
80
0
20
3
2
1
0
0
0
35
No
Travel_Rarely
1,224
Sales
7
4
Life Sciences
1
1,962
3
Female
55
3
2
Sales Executive
4
Married
5,204
13,586
1
Y
Yes
11
3
4
80
0
10
2
3
10
8
0
9
27
No
Travel_Rarely
954
Sales
9
3
Marketing
1
1,965
4
Male
44
3
2
Sales Executive
4
Single
4,105
5,099
1
Y
No
14
3
1
80
0
7
5
3
7
7
0
7
32
No
Travel_Rarely
1,373
Research & Development
5
4
Life Sciences
1
1,966
4
Male
56
2
2
Manufacturing Director
4
Single
9,679
10,138
8
Y
No
24
4
2
80
0
8
1
3
1
0
0
0
31
Yes
Travel_Frequently
754
Sales
26
4
Marketing
1
1,967
1
Male
63
3
2
Sales Executive
4
Married
5,617
21,075
1
Y
Yes
11
3
3
80
0
10
4
3
10
7
0
8
53
Yes
Travel_Rarely
1,168
Sales
24
4
Life Sciences
1
1,968
1
Male
66
3
3
Sales Executive
1
Single
10,448
5,843
6
Y
Yes
13
3
2
80
0
15
2
2
2
2
2
2
54
No
Travel_Rarely
155
Research & Development
9
2
Life Sciences
1
1,969
1
Female
67
3
2
Research Scientist
3
Married
2,897
22,474
3
Y
No
11
3
3
80
2
9
6
2
4
3
2
3
33
No
Travel_Frequently
1,303
Research & Development
7
2
Life Sciences
1
1,970
4
Male
36
3
2
Healthcare Representative
3
Divorced
5,968
18,079
1
Y
No
20
4
3
80
3
9
2
3
9
7
2
8
43
No
Travel_Rarely
574
Research & Development
11
3
Life Sciences
1
1,971
1
Male
30
3
3
Healthcare Representative
3
Married
7,510
16,873
1
Y
No
17
3
2
80
1
10
1
3
10
9
0
9