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
36
No
Travel_Frequently
469
Research & Development
3
3
Technical Degree
1
1,257
3
Male
46
3
1
Research Scientist
2
Married
3,692
9,256
1
Y
No
12
3
3
80
0
12
2
2
11
10
0
7
48
No
Travel_Rarely
969
Research & Development
2
2
Technical Degree
1
1,258
4
Male
76
4
1
Laboratory Technician
2
Single
2,559
16,620
5
Y
No
11
3
3
80
0
7
4
2
1
0
0
0
27
No
Travel_Rarely
1,167
Research & Development
4
2
Life Sciences
1
1,259
1
Male
76
3
1
Research Scientist
3
Divorced
2,517
3,208
1
Y
No
11
3
2
80
3
5
2
3
5
3
0
3
29
No
Travel_Rarely
1,329
Research & Development
7
3
Life Sciences
1
1,260
3
Male
82
3
2
Healthcare Representative
4
Divorced
6,623
4,204
1
Y
Yes
11
3
2
80
2
6
2
3
6
0
1
0
48
No
Travel_Rarely
715
Research & Development
1
3
Life Sciences
1
1,263
4
Male
76
2
5
Research Director
4
Single
18,265
8,733
6
Y
No
12
3
3
80
0
25
3
4
1
0
0
0
29
No
Travel_Rarely
694
Research & Development
1
3
Life Sciences
1
1,264
4
Female
87
2
4
Research Director
4
Divorced
16,124
3,423
3
Y
No
14
3
2
80
2
9
2
2
7
7
1
7
34
No
Travel_Rarely
1,320
Research & Development
20
3
Technical Degree
1
1,265
3
Female
89
4
1
Research Scientist
3
Married
2,585
21,643
0
Y
No
17
3
4
80
0
2
5
2
1
0
0
0
44
No
Travel_Rarely
1,099
Sales
5
3
Marketing
1
1,267
2
Male
88
3
5
Manager
2
Married
18,213
8,751
7
Y
No
11
3
3
80
1
26
5
3
22
9
3
10
33
No
Travel_Rarely
536
Sales
10
5
Marketing
1
1,268
4
Male
82
4
3
Sales Executive
3
Divorced
8,380
21,708
0
Y
Yes
14
3
4
80
2
10
3
3
9
8
0
8
19
No
Travel_Rarely
265
Research & Development
25
3
Life Sciences
1
1,269
2
Female
57
4
1
Research Scientist
4
Single
2,994
21,221
1
Y
Yes
12
3
4
80
0
1
2
3
1
0
0
1
23
No
Travel_Rarely
373
Research & Development
1
2
Life Sciences
1
1,270
4
Male
47
3
1
Research Scientist
3
Married
1,223
16,901
1
Y
No
22
4
4
80
1
1
2
3
1
0
0
1
25
Yes
Travel_Frequently
599
Sales
24
1
Life Sciences
1
1,273
3
Male
73
1
1
Sales Representative
4
Single
1,118
8,040
1
Y
Yes
14
3
4
80
0
1
4
3
1
0
1
0
26
No
Travel_Rarely
583
Research & Development
4
2
Life Sciences
1
1,275
3
Male
53
3
1
Research Scientist
4
Single
2,875
9,973
1
Y
Yes
20
4
2
80
0
8
2
2
8
5
2
2
45
Yes
Travel_Rarely
1,449
Sales
2
3
Marketing
1
1,277
1
Female
94
1
5
Manager
2
Single
18,824
2,493
2
Y
Yes
16
3
1
80
0
26
2
3
24
10
1
11
55
No
Non-Travel
177
Research & Development
8
1
Medical
1
1,278
4
Male
37
2
4
Healthcare Representative
2
Divorced
13,577
25,592
1
Y
Yes
15
3
4
80
1
34
3
3
33
9
15
0
21
Yes
Travel_Frequently
251
Research & Development
10
2
Life Sciences
1
1,279
1
Female
45
2
1
Laboratory Technician
3
Single
2,625
25,308
1
Y
No
20
4
3
80
0
2
2
1
2
2
2
2
46
No
Travel_Rarely
168
Sales
4
2
Marketing
1
1,280
4
Female
33
2
5
Manager
2
Married
18,789
9,946
2
Y
No
14
3
3
80
1
26
2
3
11
4
0
8
34
No
Travel_Rarely
131
Sales
2
3
Marketing
1
1,281
3
Female
86
3
2
Sales Executive
1
Single
4,538
6,039
0
Y
Yes
12
3
4
80
0
4
3
3
3
2
0
2
51
No
Travel_Frequently
237
Sales
9
3
Life Sciences
1
1,282
4
Male
83
3
5
Manager
2
Divorced
19,847
19,196
4
Y
Yes
24
4
1
80
1
31
5
2
29
10
11
10
59
No
Travel_Rarely
1,429
Research & Development
18
4
Medical
1
1,283
4
Male
67
3
3
Manufacturing Director
4
Single
10,512
20,002
6
Y
No
12
3
4
80
0
25
6
2
9
7
5
4
34
No
Travel_Frequently
135
Research & Development
19
3
Medical
1
1,285
3
Female
46
3
2
Laboratory Technician
2
Divorced
4,444
22,534
4
Y
No
13
3
3
80
2
15
2
4
11
8
5
10
28
No
Travel_Frequently
791
Research & Development
1
4
Medical
1
1,286
4
Male
44
3
1
Laboratory Technician
3
Single
2,154
6,842
0
Y
Yes
11
3
3
80
0
5
2
2
4
2
0
2
44
No
Travel_Rarely
1,199
Research & Development
4
2
Life Sciences
1
1,288
3
Male
92
4
5
Manager
1
Divorced
19,190
17,477
1
Y
No
14
3
4
80
2
26
4
2
25
9
14
13
34
No
Travel_Frequently
648
Human Resources
11
3
Life Sciences
1
1,289
3
Male
56
2
2
Human Resources
2
Married
4,490
21,833
4
Y
No
11
3
4
80
2
14
5
4
10
9
1
8
35
No
Travel_Rarely
735
Research & Development
6
1
Life Sciences
1
1,291
3
Male
66
3
1
Research Scientist
3
Married
3,506
6,020
0
Y
Yes
14
3
4
80
0
4
3
3
3
2
2
2
42
No
Travel_Rarely
603
Research & Development
7
4
Medical
1
1,292
2
Female
78
4
2
Research Scientist
2
Married
2,372
5,628
6
Y
Yes
16
3
4
80
0
18
2
3
1
0
0
0
43
No
Travel_Rarely
531
Sales
4
4
Marketing
1
1,293
4
Female
56
2
3
Sales Executive
4
Single
10,231
20,364
3
Y
No
14
3
4
80
0
23
3
4
21
7
15
17
36
No
Travel_Rarely
429
Research & Development
2
4
Life Sciences
1
1,294
3
Female
53
3
2
Manufacturing Director
2
Single
5,410
2,323
9
Y
Yes
11
3
4
80
0
18
2
3
16
14
5
12
44
Yes
Travel_Rarely
621
Research & Development
15
3
Medical
1
1,295
1
Female
73
3
3
Healthcare Representative
4
Married
7,978
14,075
1
Y
No
11
3
4
80
1
10
2
3
10
7
0
5
28
No
Travel_Frequently
193
Research & Development
2
3
Life Sciences
1
1,296
4
Male
52
2
1
Laboratory Technician
4
Married
3,867
14,222
1
Y
Yes
12
3
2
80
1
2
2
3
2
2
2
2
51
No
Travel_Frequently
968
Research & Development
6
2
Medical
1
1,297
2
Female
40
2
1
Laboratory Technician
3
Single
2,838
4,257
0
Y
No
14
3
2
80
0
8
6
2
7
0
7
7
30
No
Non-Travel
879
Research & Development
9
2
Medical
1
1,298
3
Female
72
3
2
Manufacturing Director
3
Single
4,695
12,858
7
Y
Yes
18
3
3
80
0
10
3
3
8
4
1
7
29
Yes
Travel_Rarely
806
Research & Development
7
3
Technical Degree
1
1,299
2
Female
39
3
1
Laboratory Technician
3
Divorced
3,339
17,285
3
Y
Yes
13
3
1
80
2
10
2
3
7
7
7
7
28
No
Travel_Rarely
640
Research & Development
1
3
Technical Degree
1
1,301
4
Male
84
3
1
Research Scientist
1
Single
2,080
4,732
2
Y
No
11
3
2
80
0
5
2
2
3
2
1
2
25
No
Travel_Rarely
266
Research & Development
1
3
Medical
1
1,303
4
Female
40
3
1
Research Scientist
2
Single
2,096
18,830
1
Y
No
18
3
4
80
0
2
3
2
2
2
2
1
32
No
Travel_Rarely
604
Sales
8
3
Medical
1
1,304
3
Male
56
4
2
Sales Executive
4
Married
6,209
11,693
1
Y
No
15
3
3
80
2
10
4
4
10
7
0
8
45
No
Travel_Frequently
364
Research & Development
25
3
Medical
1
1,306
2
Female
83
3
5
Manager
2
Single
18,061
13,035
3
Y
No
22
4
3
80
0
22
4
3
0
0
0
0
39
No
Travel_Rarely
412
Research & Development
13
4
Medical
1
1,307
3
Female
94
2
4
Manager
2
Divorced
17,123
17,334
6
Y
Yes
13
3
4
80
2
21
4
3
19
9
15
2
58
No
Travel_Rarely
848
Research & Development
23
4
Life Sciences
1
1,308
1
Male
88
3
1
Research Scientist
3
Divorced
2,372
26,076
1
Y
No
12
3
4
80
2
2
3
3
2
2
2
2
32
Yes
Travel_Rarely
1,089
Research & Development
7
2
Life Sciences
1
1,309
4
Male
79
3
2
Laboratory Technician
3
Married
4,883
22,845
1
Y
No
18
3
1
80
1
10
3
3
10
4
1
1
39
Yes
Travel_Rarely
360
Research & Development
23
3
Medical
1
1,310
3
Male
93
3
1
Research Scientist
1
Single
3,904
22,154
0
Y
No
13
3
1
80
0
6
2
3
5
2
0
3
30
No
Travel_Rarely
1,138
Research & Development
6
3
Technical Degree
1
1,311
1
Female
48
2
2
Laboratory Technician
4
Married
4,627
23,631
0
Y
No
12
3
1
80
1
10
6
3
9
2
6
7
36
No
Travel_Rarely
325
Research & Development
10
4
Technical Degree
1
1,312
4
Female
63
3
3
Healthcare Representative
3
Married
7,094
5,747
3
Y
No
12
3
1
80
0
10
0
3
7
7
1
7
46
No
Travel_Rarely
991
Human Resources
1
2
Life Sciences
1
1,314
4
Female
44
3
1
Human Resources
1
Single
3,423
22,957
6
Y
No
12
3
3
80
0
10
3
4
7
6
5
7
28
No
Non-Travel
1,476
Research & Development
1
3
Life Sciences
1
1,315
3
Female
55
1
2
Laboratory Technician
4
Married
6,674
16,392
0
Y
No
11
3
1
80
3
10
6
3
9
8
7
5
50
No
Travel_Rarely
1,322
Research & Development
28
3
Life Sciences
1
1,317
4
Female
43
3
4
Research Director
1
Married
16,880
22,422
4
Y
Yes
11
3
2
80
0
25
2
3
3
2
1
2
40
Yes
Travel_Rarely
299
Sales
25
4
Marketing
1
1,318
4
Male
57
2
3
Sales Executive
2
Single
9,094
17,235
2
Y
Yes
12
3
3
80
0
9
2
3
5
4
1
0
52
Yes
Travel_Rarely
1,030
Sales
5
3
Life Sciences
1
1,319
2
Male
64
3
3
Sales Executive
2
Single
8,446
21,534
9
Y
Yes
19
3
3
80
0
10
2
2
8
7
7
7
30
No
Travel_Rarely
634
Research & Development
17
4
Medical
1
1,321
2
Female
95
3
3
Manager
1
Married
11,916
25,927
1
Y
Yes
23
4
4
80
2
9
2
3
9
1
0
8
39
No
Travel_Rarely
524
Research & Development
18
2
Life Sciences
1
1,322
1
Male
32
3
2
Manufacturing Director
3
Single
4,534
13,352
0
Y
No
11
3
1
80
0
9
6
3
8
7
1
7
31
No
Non-Travel
587
Sales
2
4
Life Sciences
1
1,324
4
Female
57
3
3
Sales Executive
3
Divorced
9,852
8,935
1
Y
Yes
19
3
1
80
1
10
5
2
10
8
9
6
41
No
Non-Travel
256
Sales
10
2
Medical
1
1,329
3
Male
40
1
2
Sales Executive
2
Single
6,151
22,074
1
Y
No
13
3
1
80
0
19
4
3
19
2
11
9
31
Yes
Travel_Frequently
1,060
Sales
1
3
Life Sciences
1
1,331
4
Female
54
3
1
Sales Representative
2
Single
2,302
8,319
1
Y
Yes
11
3
1
80
0
3
2
4
3
2
2
2
44
Yes
Travel_Rarely
935
Research & Development
3
3
Life Sciences
1
1,333
1
Male
89
3
1
Laboratory Technician
1
Married
2,362
14,669
4
Y
No
12
3
3
80
0
10
4
4
3
2
1
2
42
No
Non-Travel
495
Research & Development
2
1
Life Sciences
1
1,334
3
Male
37
3
4
Manager
3
Married
17,861
26,582
0
Y
Yes
13
3
4
80
0
21
3
2
20
8
2
10
55
No
Travel_Rarely
282
Research & Development
2
2
Medical
1
1,336
4
Female
58
1
5
Manager
3
Married
19,187
6,992
4
Y
No
14
3
4
80
1
23
5
3
19
9
9
11
56
No
Travel_Rarely
206
Human Resources
8
4
Life Sciences
1
1,338
4
Male
99
3
5
Manager
2
Single
19,717
4,022
6
Y
No
14
3
1
80
0
36
4
3
7
3
7
7
40
No
Non-Travel
458
Research & Development
16
2
Life Sciences
1
1,340
3
Male
74
3
1
Research Scientist
3
Divorced
3,544
8,532
9
Y
No
16
3
2
80
1
6
0
3
4
2
0
0
34
No
Travel_Rarely
943
Research & Development
9
3
Life Sciences
1
1,344
4
Male
86
3
3
Healthcare Representative
4
Divorced
8,500
5,494
0
Y
No
11
3
4
80
1
10
0
2
9
7
1
6
40
No
Travel_Rarely
523
Research & Development
2
3
Life Sciences
1
1,346
3
Male
98
3
2
Research Scientist
4
Single
4,661
22,455
1
Y
No
13
3
3
80
0
9
4
3
9
8
8
8
41
No
Travel_Frequently
1,018
Sales
1
3
Marketing
1
1,349
3
Female
66
3
2
Sales Executive
1
Divorced
4,103
4,297
0
Y
No
17
3
4
80
1
10
2
3
9
3
1
7
35
No
Travel_Frequently
482
Research & Development
4
4
Life Sciences
1
1,350
3
Male
87
3
2
Research Scientist
3
Single
4,249
2,690
1
Y
Yes
11
3
2
80
0
9
3
3
9
6
1
1
51
No
Travel_Rarely
770
Human Resources
5
3
Life Sciences
1
1,352
3
Male
84
3
4
Manager
2
Divorced
14,026
17,588
1
Y
Yes
11
3
2
80
1
33
2
3
33
9
0
10
38
No
Travel_Rarely
1,009
Sales
2
2
Life Sciences
1
1,355
2
Female
31
3
2
Sales Executive
1
Divorced
6,893
19,461
3
Y
No
15
3
4
80
1
11
3
3
7
7
1
7
34
No
Travel_Rarely
507
Sales
15
2
Medical
1
1,356
3
Female
66
3
2
Sales Executive
1
Single
6,125
23,553
1
Y
No
12
3
4
80
0
10
6
4
10
8
9
6
25
No
Travel_Rarely
882
Research & Development
19
1
Medical
1
1,358
4
Male
67
3
1
Laboratory Technician
4
Married
3,669
9,075
3
Y
No
11
3
3
80
3
7
6
2
3
2
1
2
58
Yes
Travel_Rarely
601
Research & Development
7
4
Medical
1
1,360
3
Female
53
2
3
Manufacturing Director
1
Married
10,008
12,023
7
Y
Yes
14
3
4
80
0
31
0
2
10
9
5
9
40
No
Travel_Rarely
329
Research & Development
1
4
Life Sciences
1
1,361
2
Male
88
3
1
Laboratory Technician
2
Married
2,387
6,762
3
Y
No
22
4
3
80
1
7
3
3
4
2
0
3
36
No
Travel_Frequently
607
Sales
7
3
Marketing
1
1,362
1
Female
83
4
2
Sales Executive
1
Married
4,639
2,261
2
Y
No
16
3
4
80
1
17
2
2
15
7
6
13
48
No
Travel_Rarely
855
Research & Development
4
3
Life Sciences
1
1,363
4
Male
54
3
3
Manufacturing Director
4
Single
7,898
18,706
1
Y
No
11
3
3
80
0
11
2
3
10
9
0
8
27
No
Travel_Rarely
1,291
Sales
11
3
Medical
1
1,364
3
Female
98
4
1
Sales Representative
4
Married
2,534
6,527
8
Y
No
14
3
2
80
1
5
4
3
1
0
0
0
51
No
Travel_Rarely
1,405
Research & Development
11
2
Technical Degree
1
1,367
4
Female
82
2
4
Manufacturing Director
2
Single
13,142
24,439
3
Y
No
16
3
2
80
0
29
1
2
5
2
0
3
18
No
Non-Travel
1,124
Research & Development
1
3
Life Sciences
1
1,368
4
Female
97
3
1
Laboratory Technician
4
Single
1,611
19,305
1
Y
No
15
3
3
80
0
0
5
4
0
0
0
0
35
No
Travel_Rarely
817
Research & Development
1
3
Medical
1
1,369
4
Female
60
2
2
Laboratory Technician
4
Married
5,363
10,846
0
Y
No
12
3
2
80
1
10
0
3
9
7
0
0
27
No
Travel_Frequently
793
Sales
2
1
Life Sciences
1
1,371
4
Male
43
1
2
Sales Executive
4
Single
5,071
20,392
3
Y
No
20
4
2
80
0
8
3
3
6
2
0
0
55
Yes
Travel_Rarely
267
Sales
13
4
Marketing
1
1,372
1
Male
85
4
4
Sales Executive
3
Single
13,695
9,277
6
Y
Yes
17
3
3
80
0
24
2
2
19
7
3
8
56
No
Travel_Rarely
1,369
Research & Development
23
3
Life Sciences
1
1,373
4
Male
68
3
4
Manufacturing Director
2
Married
13,402
18,235
4
Y
Yes
12
3
1
80
1
33
0
3
19
16
15
9
34
No
Non-Travel
999
Research & Development
26
1
Technical Degree
1
1,374
1
Female
92
2
1
Research Scientist
3
Divorced
2,029
15,891
1
Y
No
20
4
3
80
3
5
2
3
5
4
0
0
40
No
Travel_Rarely
1,202
Research & Development
2
1
Medical
1
1,375
2
Female
89
4
2
Healthcare Representative
3
Divorced
6,377
13,888
5
Y
No
20
4
2
80
3
15
0
3
12
11
11
8
34
No
Travel_Rarely
285
Research & Development
29
3
Medical
1
1,377
2
Male
86
3
2
Laboratory Technician
3
Married
5,429
17,491
4
Y
No
13
3
1
80
2
10
1
3
8
7
7
7
31
Yes
Travel_Frequently
703
Sales
2
3
Life Sciences
1
1,379
3
Female
90
2
1
Sales Representative
4
Single
2,785
11,882
7
Y
No
14
3
3
80
0
3
3
4
1
0
0
0
35
Yes
Travel_Frequently
662
Sales
18
4
Marketing
1
1,380
4
Female
67
3
2
Sales Executive
3
Married
4,614
23,288
0
Y
Yes
18
3
3
80
1
5
0
2
4
2
3
2
38
No
Travel_Frequently
693
Research & Development
7
3
Life Sciences
1
1,382
4
Male
57
4
1
Research Scientist
3
Divorced
2,610
15,748
1
Y
No
11
3
4
80
3
4
2
3
4
2
0
3
34
No
Travel_Rarely
404
Research & Development
2
4
Technical Degree
1
1,383
3
Female
98
3
2
Healthcare Representative
4
Single
6,687
6,163
1
Y
No
11
3
4
80
0
14
2
4
14
11
4
11
28
No
Travel_Rarely
736
Sales
26
3
Life Sciences
1
1,387
3
Male
48
2
2
Sales Executive
1
Married
4,724
24,232
1
Y
No
11
3
3
80
1
5
0
3
5
3
0
4
31
Yes
Travel_Rarely
330
Research & Development
22
4
Medical
1
1,389
4
Male
98
3
2
Manufacturing Director
3
Married
6,179
21,057
1
Y
Yes
15
3
4
80
2
10
3
2
10
2
6
7
39
No
Travel_Rarely
1,498
Sales
21
4
Life Sciences
1
1,390
1
Male
44
2
2
Sales Executive
4
Married
6,120
3,567
3
Y
Yes
12
3
4
80
2
8
2
4
5
4
1
4
51
No
Travel_Frequently
541
Sales
2
3
Marketing
1
1,391
2
Male
52
3
3
Sales Executive
2
Married
10,596
15,395
2
Y
No
11
3
2
80
0
14
5
3
4
2
3
2
41
No
Travel_Frequently
1,200
Research & Development
22
3
Life Sciences
1
1,392
4
Female
75
3
2
Research Scientist
4
Divorced
5,467
13,953
3
Y
Yes
14
3
1
80
2
12
4
2
6
2
3
3
37
No
Travel_Rarely
1,439
Research & Development
4
1
Life Sciences
1
1,394
3
Male
54
3
1
Research Scientist
3
Married
2,996
5,182
7
Y
Yes
15
3
4
80
0
8
2
3
6
4
1
3
33
No
Travel_Frequently
1,111
Sales
5
1
Life Sciences
1
1,395
2
Male
61
3
2
Sales Executive
4
Married
9,998
19,293
6
Y
No
13
3
1
80
0
8
2
4
5
4
1
2
32
No
Travel_Rarely
499
Sales
2
1
Marketing
1
1,396
3
Male
36
3
2
Sales Executive
2
Married
4,078
20,497
0
Y
Yes
13
3
1
80
3
4
3
2
3
2
1
2
39
No
Non-Travel
1,485
Research & Development
25
2
Life Sciences
1
1,397
3
Male
71
3
3
Healthcare Representative
3
Married
10,920
3,449
3
Y
No
21
4
2
80
1
13
2
3
6
4
0
5
25
No
Travel_Rarely
1,372
Sales
18
1
Life Sciences
1
1,399
1
Male
93
4
2
Sales Executive
3
Married
6,232
12,477
2
Y
No
11
3
2
80
0
6
3
2
3
2
1
2
52
No
Travel_Frequently
322
Research & Development
28
2
Medical
1
1,401
4
Female
59
4
4
Manufacturing Director
3
Married
13,247
9,731
2
Y
Yes
11
3
2
80
1
24
3
2
5
3
0
2
43
No
Travel_Rarely
930
Research & Development
6
3
Medical
1
1,402
1
Female
73
2
2
Research Scientist
3
Single
4,081
20,003
1
Y
Yes
14
3
1
80
0
20
3
1
20
7
1
8
27
No
Travel_Rarely
205
Sales
10
3
Marketing
1
1,403
4
Female
98
2
2
Sales Executive
4
Married
5,769
7,100
1
Y
Yes
11
3
4
80
0
6
3
3
6
2
4
4
27
Yes
Travel_Rarely
135
Research & Development
17
4
Life Sciences
1
1,405
4
Female
51
3
1
Research Scientist
3
Single
2,394
25,681
1
Y
Yes
13
3
4
80
0
8
2
3
8
2
7
7
26
No
Travel_Rarely
683
Research & Development
2
1
Medical
1
1,407
1
Male
36
2
1
Research Scientist
4
Single
3,904
4,050
0
Y
No
12
3
4
80
0
5
2
3
4
3
1
1
42
No
Travel_Rarely
1,147
Human Resources
10
3
Human Resources
1
1,408
3
Female
31
3
4
Manager
1
Married
16,799
16,616
0
Y
No
14
3
3
80
1
21
5
3
20
7
0
9