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
28
Yes
Travel_Frequently
1,009
Research & Development
1
3
Medical
1
1,111
1
Male
45
2
1
Laboratory Technician
2
Divorced
2,596
7,160
1
Y
No
15
3
1
80
2
1
2
3
1
0
0
0
50
Yes
Travel_Frequently
959
Sales
1
4
Other
1
1,113
4
Male
81
3
2
Sales Executive
3
Single
4,728
17,251
3
Y
Yes
14
3
4
80
0
5
4
3
0
0
0
0
33
No
Travel_Frequently
970
Sales
7
3
Life Sciences
1
1,114
4
Female
30
3
2
Sales Executive
2
Married
4,302
13,401
0
Y
No
17
3
3
80
1
4
3
3
3
2
0
2
34
No
Non-Travel
697
Research & Development
3
4
Life Sciences
1
1,115
3
Male
40
2
1
Research Scientist
4
Married
2,979
22,478
3
Y
No
17
3
4
80
3
6
2
3
0
0
0
0
48
No
Non-Travel
1,262
Research & Development
1
4
Medical
1
1,116
1
Male
35
4
4
Manager
4
Single
16,885
16,154
2
Y
No
22
4
3
80
0
27
3
2
5
4
2
1
45
No
Non-Travel
1,050
Sales
9
4
Life Sciences
1
1,117
2
Female
65
2
2
Sales Executive
3
Married
5,593
17,970
1
Y
No
13
3
4
80
1
15
2
3
15
10
4
12
52
No
Travel_Rarely
994
Research & Development
7
4
Life Sciences
1
1,118
2
Male
87
3
3
Healthcare Representative
2
Single
10,445
15,322
7
Y
No
19
3
4
80
0
18
4
3
8
6
4
0
38
No
Travel_Rarely
770
Sales
10
4
Marketing
1
1,119
3
Male
73
2
3
Sales Executive
3
Divorced
8,740
5,569
0
Y
Yes
14
3
2
80
2
9
2
3
8
7
2
7
29
No
Travel_Rarely
1,107
Research & Development
28
4
Life Sciences
1
1,120
3
Female
93
3
1
Research Scientist
4
Divorced
2,514
26,968
4
Y
No
22
4
1
80
1
11
1
3
7
5
1
7
28
No
Travel_Rarely
950
Research & Development
3
3
Medical
1
1,121
4
Female
93
3
3
Manufacturing Director
2
Divorced
7,655
8,039
0
Y
No
17
3
2
80
3
10
3
2
9
7
1
7
46
No
Travel_Rarely
406
Sales
3
1
Marketing
1
1,124
1
Male
52
3
4
Manager
3
Married
17,465
15,596
3
Y
No
12
3
4
80
1
23
3
3
12
9
4
9
38
No
Travel_Rarely
130
Sales
2
2
Marketing
1
1,125
4
Male
32
3
3
Sales Executive
2
Single
7,351
20,619
7
Y
No
16
3
3
80
0
10
2
3
1
0
0
0
43
No
Travel_Frequently
1,082
Research & Development
27
3
Life Sciences
1
1,126
3
Female
83
3
3
Manufacturing Director
1
Married
10,820
11,535
8
Y
No
11
3
3
80
1
18
1
3
8
7
0
1
39
Yes
Travel_Frequently
203
Research & Development
2
3
Life Sciences
1
1,127
1
Male
84
3
4
Healthcare Representative
4
Divorced
12,169
13,547
7
Y
No
11
3
4
80
3
21
4
3
18
7
11
5
40
No
Travel_Rarely
1,308
Research & Development
14
3
Medical
1
1,128
3
Male
44
2
5
Research Director
3
Single
19,626
17,544
1
Y
No
14
3
1
80
0
21
2
4
20
7
4
9
21
No
Travel_Rarely
984
Research & Development
1
1
Technical Degree
1
1,131
4
Female
70
2
1
Research Scientist
2
Single
2,070
25,326
1
Y
Yes
11
3
3
80
0
2
6
4
2
2
2
2
39
No
Non-Travel
439
Research & Development
9
3
Life Sciences
1
1,132
3
Male
70
3
2
Laboratory Technician
2
Single
6,782
8,770
9
Y
No
15
3
3
80
0
9
2
2
5
4
0
3
36
No
Non-Travel
217
Research & Development
18
4
Life Sciences
1
1,133
1
Male
78
3
2
Manufacturing Director
4
Single
7,779
23,238
2
Y
No
20
4
1
80
0
18
0
3
11
9
0
9
31
No
Travel_Frequently
793
Sales
20
3
Life Sciences
1
1,135
3
Male
67
4
1
Sales Representative
4
Married
2,791
21,981
0
Y
No
12
3
1
80
1
3
4
3
2
2
2
2
28
No
Travel_Rarely
1,451
Research & Development
2
1
Life Sciences
1
1,136
1
Male
67
2
1
Research Scientist
2
Married
3,201
19,911
0
Y
No
17
3
1
80
0
6
2
1
5
3
0
4
35
No
Travel_Frequently
1,182
Sales
11
2
Marketing
1
1,137
4
Male
54
3
2
Sales Executive
4
Divorced
4,968
18,500
1
Y
No
11
3
4
80
1
5
3
3
5
2
0
2
49
No
Travel_Rarely
174
Sales
8
4
Technical Degree
1
1,138
4
Male
56
2
4
Sales Executive
2
Married
13,120
11,879
6
Y
No
17
3
2
80
1
22
3
3
9
8
2
3
34
No
Travel_Frequently
1,003
Research & Development
2
2
Life Sciences
1
1,140
4
Male
95
3
2
Manufacturing Director
3
Single
4,033
15,834
2
Y
No
11
3
4
80
0
5
3
2
3
2
0
2
29
No
Travel_Frequently
490
Research & Development
10
3
Life Sciences
1
1,143
4
Female
61
3
1
Research Scientist
2
Divorced
3,291
17,940
0
Y
No
14
3
4
80
2
8
2
2
7
5
1
1
42
No
Travel_Rarely
188
Research & Development
29
3
Medical
1
1,148
2
Male
56
1
2
Laboratory Technician
4
Single
4,272
9,558
4
Y
No
19
3
1
80
0
16
3
3
1
0
0
0
29
No
Travel_Rarely
718
Research & Development
8
1
Medical
1
1,150
2
Male
79
2
2
Manufacturing Director
4
Married
5,056
17,689
1
Y
Yes
15
3
3
80
1
10
2
2
10
7
1
2
38
No
Travel_Rarely
433
Human Resources
1
3
Human Resources
1
1,152
3
Male
37
4
1
Human Resources
3
Married
2,844
6,004
1
Y
No
13
3
4
80
1
7
2
4
7
6
5
0
28
No
Travel_Frequently
773
Research & Development
6
3
Life Sciences
1
1,154
3
Male
39
2
1
Research Scientist
3
Divorced
2,703
22,088
1
Y
Yes
14
3
4
80
1
3
2
3
3
1
0
2
18
Yes
Non-Travel
247
Research & Development
8
1
Medical
1
1,156
3
Male
80
3
1
Laboratory Technician
3
Single
1,904
13,556
1
Y
No
12
3
4
80
0
0
0
3
0
0
0
0
33
Yes
Travel_Rarely
603
Sales
9
4
Marketing
1
1,157
1
Female
77
3
2
Sales Executive
1
Single
8,224
18,385
0
Y
Yes
17
3
1
80
0
6
3
3
5
2
0
3
41
No
Travel_Rarely
167
Research & Development
12
4
Life Sciences
1
1,158
2
Male
46
3
1
Laboratory Technician
4
Married
4,766
9,051
3
Y
Yes
11
3
1
80
1
6
4
3
1
0
0
0
31
Yes
Travel_Frequently
874
Research & Development
15
3
Medical
1
1,160
3
Male
72
3
1
Laboratory Technician
3
Married
2,610
6,233
1
Y
No
12
3
3
80
1
2
5
2
2
2
2
2
37
No
Travel_Rarely
367
Research & Development
25
2
Medical
1
1,161
3
Female
52
2
2
Healthcare Representative
4
Divorced
5,731
17,171
7
Y
No
13
3
3
80
2
9
2
3
6
2
1
3
27
No
Travel_Rarely
199
Research & Development
6
3
Life Sciences
1
1,162
4
Male
55
2
1
Research Scientist
3
Married
2,539
7,950
1
Y
No
13
3
3
80
1
4
0
3
4
2
2
2
34
No
Travel_Rarely
1,400
Sales
9
1
Life Sciences
1
1,163
2
Female
70
3
2
Sales Executive
3
Married
5,714
5,829
1
Y
No
20
4
1
80
0
6
3
2
6
5
1
3
35
No
Travel_Rarely
528
Human Resources
8
4
Technical Degree
1
1,164
3
Male
100
3
1
Human Resources
3
Single
4,323
7,108
1
Y
No
17
3
2
80
0
6
2
1
5
4
1
4
29
Yes
Travel_Rarely
408
Sales
23
1
Life Sciences
1
1,165
4
Female
45
2
3
Sales Executive
1
Married
7,336
11,162
1
Y
No
13
3
1
80
1
11
3
1
11
8
3
10
40
No
Travel_Frequently
593
Research & Development
9
4
Medical
1
1,166
2
Female
88
3
3
Research Director
3
Single
13,499
13,782
9
Y
No
17
3
3
80
0
20
3
2
18
7
2
13
42
Yes
Travel_Frequently
481
Sales
12
3
Life Sciences
1
1,167
3
Male
44
3
4
Sales Executive
1
Single
13,758
2,447
0
Y
Yes
12
3
2
80
0
22
2
2
21
9
13
14
42
No
Travel_Rarely
647
Sales
4
4
Marketing
1
1,171
2
Male
45
3
2
Sales Executive
1
Single
5,155
2,253
7
Y
No
13
3
4
80
0
9
3
4
6
4
1
5
35
No
Travel_Rarely
982
Research & Development
1
4
Medical
1
1,172
4
Male
58
2
1
Laboratory Technician
3
Married
2,258
16,340
6
Y
No
12
3
2
80
1
10
2
3
8
0
1
7
24
No
Travel_Rarely
477
Research & Development
24
3
Medical
1
1,173
4
Male
49
3
1
Laboratory Technician
2
Single
3,597
6,409
8
Y
No
22
4
4
80
0
6
2
3
4
3
1
2
28
Yes
Travel_Rarely
1,485
Research & Development
12
1
Life Sciences
1
1,175
3
Female
79
3
1
Laboratory Technician
4
Married
2,515
22,955
1
Y
Yes
11
3
4
80
0
1
4
2
1
1
0
0
26
No
Travel_Rarely
1,384
Research & Development
3
4
Medical
1
1,177
1
Male
82
4
1
Laboratory Technician
4
Married
4,420
13,421
1
Y
No
22
4
2
80
1
8
2
3
8
7
0
7
30
No
Travel_Rarely
852
Sales
10
3
Marketing
1
1,179
3
Male
72
2
2
Sales Executive
3
Married
6,578
2,706
1
Y
No
18
3
1
80
1
10
3
3
10
3
1
4
40
No
Travel_Frequently
902
Research & Development
26
2
Medical
1
1,180
3
Female
92
2
2
Research Scientist
4
Married
4,422
21,203
3
Y
Yes
13
3
4
80
1
16
3
1
1
1
0
0
35
No
Travel_Rarely
819
Research & Development
2
3
Life Sciences
1
1,182
3
Male
44
2
3
Manufacturing Director
2
Divorced
10,274
19,588
2
Y
No
18
3
2
80
1
15
2
4
7
7
6
4
34
No
Travel_Frequently
669
Research & Development
1
3
Medical
1
1,184
4
Male
97
2
2
Healthcare Representative
1
Single
5,343
25,755
0
Y
No
20
4
3
80
0
14
3
3
13
9
4
9
35
No
Travel_Frequently
636
Research & Development
4
4
Other
1
1,185
4
Male
47
2
1
Laboratory Technician
4
Married
2,376
26,537
1
Y
No
13
3
2
80
1
2
2
4
2
2
2
2
43
Yes
Travel_Rarely
1,372
Sales
9
3
Marketing
1
1,188
1
Female
85
1
2
Sales Executive
3
Single
5,346
9,489
8
Y
No
13
3
2
80
0
7
2
2
4
3
1
3
32
No
Non-Travel
862
Sales
2
1
Life Sciences
1
1,190
3
Female
76
3
1
Sales Representative
1
Divorced
2,827
14,947
1
Y
No
12
3
3
80
3
1
3
3
1
0
0
0
56
No
Travel_Rarely
718
Research & Development
4
4
Technical Degree
1
1,191
4
Female
92
3
5
Manager
1
Divorced
19,943
18,575
4
Y
No
13
3
4
80
1
28
2
3
5
2
4
2
29
No
Travel_Rarely
1,401
Research & Development
6
1
Medical
1
1,192
2
Female
54
3
1
Laboratory Technician
4
Married
3,131
26,342
1
Y
No
13
3
1
80
1
10
5
3
10
8
0
8
19
No
Travel_Rarely
645
Research & Development
9
2
Life Sciences
1
1,193
3
Male
54
3
1
Research Scientist
1
Single
2,552
7,172
1
Y
No
25
4
3
80
0
1
4
3
1
1
0
0
45
No
Travel_Rarely
1,457
Research & Development
7
3
Medical
1
1,195
1
Female
83
3
1
Research Scientist
3
Married
4,477
20,100
4
Y
Yes
19
3
3
80
1
7
2
2
3
2
0
2
37
No
Travel_Rarely
977
Research & Development
1
3
Life Sciences
1
1,196
4
Female
56
2
2
Manufacturing Director
4
Married
6,474
9,961
1
Y
No
13
3
2
80
1
14
2
2
14
8
3
11
20
No
Travel_Rarely
805
Research & Development
3
3
Life Sciences
1
1,198
1
Male
87
2
1
Laboratory Technician
3
Single
3,033
12,828
1
Y
No
12
3
1
80
0
2
2
2
2
2
1
2
44
Yes
Travel_Rarely
1,097
Research & Development
10
4
Life Sciences
1
1,200
3
Male
96
3
1
Research Scientist
3
Single
2,936
10,826
1
Y
Yes
11
3
3
80
0
6
4
3
6
4
0
2
53
No
Travel_Rarely
1,223
Research & Development
7
2
Medical
1
1,201
4
Female
50
3
5
Manager
3
Divorced
18,606
18,640
3
Y
No
18
3
2
80
1
26
6
3
7
7
4
7
29
No
Travel_Rarely
942
Research & Development
15
1
Life Sciences
1
1,202
2
Female
69
1
1
Research Scientist
4
Married
2,168
26,933
0
Y
Yes
18
3
1
80
1
6
2
2
5
4
1
3
22
Yes
Travel_Frequently
1,256
Research & Development
3
4
Life Sciences
1
1,203
3
Male
48
2
1
Research Scientist
4
Married
2,853
4,223
0
Y
Yes
11
3
2
80
1
1
5
3
0
0
0
0
46
No
Travel_Rarely
1,402
Sales
2
3
Marketing
1
1,204
3
Female
69
3
4
Manager
1
Married
17,048
24,097
8
Y
No
23
4
1
80
0
28
2
3
26
15
15
9
44
No
Non-Travel
111
Research & Development
17
3
Life Sciences
1
1,206
4
Male
74
1
1
Research Scientist
3
Single
2,290
4,279
2
Y
No
13
3
4
80
0
6
3
3
0
0
0
0
33
No
Travel_Rarely
147
Human Resources
2
3
Human Resources
1
1,207
2
Male
99
3
1
Human Resources
3
Married
3,600
8,429
1
Y
No
13
3
4
80
1
5
2
3
5
4
1
4
41
Yes
Non-Travel
906
Research & Development
5
2
Life Sciences
1
1,210
1
Male
95
2
1
Research Scientist
1
Divorced
2,107
20,293
6
Y
No
17
3
1
80
1
5
2
1
1
0
0
0
30
No
Travel_Rarely
1,329
Sales
29
4
Life Sciences
1
1,211
3
Male
61
3
2
Sales Executive
1
Divorced
4,115
13,192
8
Y
No
19
3
3
80
3
8
3
3
4
3
0
3
40
No
Travel_Frequently
1,184
Sales
2
4
Medical
1
1,212
2
Male
62
3
2
Sales Executive
2
Married
4,327
25,440
5
Y
No
12
3
4
80
3
5
2
3
0
0
0
0
50
No
Travel_Frequently
1,421
Research & Development
2
3
Medical
1
1,215
4
Female
30
3
4
Manager
1
Married
17,856
9,490
2
Y
No
22
4
3
80
1
32
3
3
2
2
2
2
28
No
Travel_Rarely
1,179
Research & Development
19
4
Medical
1
1,216
4
Male
78
2
1
Laboratory Technician
1
Married
3,196
12,449
1
Y
No
12
3
3
80
3
6
2
3
6
5
3
3
46
No
Travel_Rarely
1,450
Research & Development
15
2
Life Sciences
1
1,217
4
Male
52
3
5
Research Director
2
Married
19,081
10,849
5
Y
No
11
3
1
80
1
25
2
3
4
2
0
3
35
No
Travel_Rarely
1,361
Sales
17
4
Life Sciences
1
1,218
3
Male
94
3
2
Sales Executive
1
Married
8,966
21,026
3
Y
Yes
15
3
4
80
3
15
2
3
7
7
1
7
24
Yes
Travel_Rarely
984
Research & Development
17
2
Life Sciences
1
1,219
4
Female
97
3
1
Laboratory Technician
2
Married
2,210
3,372
1
Y
No
13
3
1
80
1
1
3
1
1
0
0
0
33
No
Travel_Frequently
1,146
Sales
25
3
Medical
1
1,220
2
Female
82
3
2
Sales Executive
3
Married
4,539
4,905
1
Y
No
12
3
1
80
1
10
3
2
10
7
0
1
36
No
Travel_Rarely
917
Research & Development
6
4
Life Sciences
1
1,221
3
Male
60
1
1
Laboratory Technician
3
Divorced
2,741
6,865
1
Y
No
14
3
3
80
1
7
4
3
7
7
1
7
30
No
Travel_Rarely
853
Research & Development
7
4
Life Sciences
1
1,224
3
Male
49
3
2
Laboratory Technician
3
Divorced
3,491
11,309
1
Y
No
13
3
1
80
3
10
4
2
10
7
8
9
44
No
Travel_Rarely
200
Research & Development
29
4
Other
1
1,225
4
Male
32
3
2
Research Scientist
4
Single
4,541
7,744
1
Y
No
25
4
2
80
0
20
3
3
20
11
13
17
20
No
Travel_Rarely
654
Sales
21
3
Marketing
1
1,226
3
Male
43
4
1
Sales Representative
4
Single
2,678
5,050
1
Y
No
17
3
4
80
0
2
2
3
2
1
2
2
46
No
Travel_Rarely
150
Research & Development
2
4
Technical Degree
1
1,228
4
Male
60
3
2
Manufacturing Director
4
Divorced
7,379
17,433
2
Y
No
11
3
3
80
1
12
3
2
6
3
1
4
42
No
Non-Travel
179
Human Resources
2
5
Medical
1
1,231
4
Male
79
4
2
Human Resources
1
Married
6,272
12,858
7
Y
No
16
3
1
80
1
10
3
4
4
3
0
3
60
No
Travel_Rarely
696
Sales
7
4
Marketing
1
1,233
2
Male
52
4
2
Sales Executive
4
Divorced
5,220
10,893
0
Y
Yes
18
3
2
80
1
12
3
3
11
7
1
9
32
No
Travel_Frequently
116
Research & Development
13
3
Other
1
1,234
3
Female
77
2
1
Laboratory Technician
2
Married
2,743
7,331
1
Y
No
20
4
3
80
1
2
2
3
2
2
2
2
32
No
Travel_Frequently
1,316
Research & Development
2
2
Life Sciences
1
1,235
4
Female
38
3
2
Research Scientist
3
Single
4,998
2,338
4
Y
Yes
14
3
4
80
0
10
2
3
8
7
0
7
36
No
Travel_Rarely
363
Research & Development
1
3
Technical Degree
1
1,237
3
Female
77
1
3
Manufacturing Director
1
Divorced
10,252
4,235
2
Y
Yes
21
4
3
80
1
17
2
3
7
7
7
7
33
No
Travel_Rarely
117
Research & Development
9
3
Medical
1
1,238
1
Male
60
3
1
Research Scientist
4
Married
2,781
6,311
0
Y
No
13
3
2
80
1
15
5
3
14
10
4
10
40
No
Travel_Rarely
107
Sales
10
3
Technical Degree
1
1,239
2
Female
84
2
2
Sales Executive
2
Divorced
6,852
11,591
7
Y
No
12
3
2
80
1
7
2
4
5
1
1
3
25
No
Travel_Rarely
1,356
Sales
10
4
Life Sciences
1
1,240
3
Male
57
3
2
Sales Executive
4
Single
4,950
20,623
0
Y
No
14
3
2
80
0
5
4
3
4
3
1
1
30
No
Travel_Rarely
1,465
Research & Development
1
3
Medical
1
1,241
4
Male
63
3
1
Research Scientist
2
Married
3,579
9,369
0
Y
Yes
21
4
1
80
1
12
2
3
11
9
5
7
42
No
Travel_Frequently
458
Research & Development
26
5
Medical
1
1,242
1
Female
60
3
3
Research Director
1
Married
13,191
23,281
3
Y
Yes
17
3
3
80
0
20
6
3
1
0
0
0
35
No
Non-Travel
1,212
Sales
8
2
Marketing
1
1,243
3
Female
78
2
3
Sales Executive
4
Married
10,377
13,755
4
Y
Yes
11
3
2
80
1
16
6
2
13
2
4
12
27
No
Travel_Rarely
1,103
Research & Development
14
3
Life Sciences
1
1,244
1
Male
42
3
1
Research Scientist
1
Married
2,235
14,377
1
Y
Yes
14
3
4
80
2
9
3
2
9
7
6
8
54
No
Travel_Frequently
966
Research & Development
1
4
Life Sciences
1
1,245
4
Female
53
3
3
Manufacturing Director
3
Divorced
10,502
9,659
7
Y
No
17
3
1
80
1
33
2
1
5
4
1
4
44
No
Travel_Rarely
1,117
Research & Development
2
1
Life Sciences
1
1,246
1
Female
72
4
1
Research Scientist
4
Married
2,011
19,982
1
Y
No
13
3
4
80
1
10
5
3
10
5
7
7
19
Yes
Non-Travel
504
Research & Development
10
3
Medical
1
1,248
1
Female
96
2
1
Research Scientist
2
Single
1,859
6,148
1
Y
Yes
25
4
2
80
0
1
2
4
1
1
0
0
29
No
Travel_Rarely
1,010
Research & Development
1
3
Life Sciences
1
1,249
1
Female
97
3
1
Research Scientist
4
Divorced
3,760
5,598
1
Y
No
15
3
1
80
3
3
5
3
3
2
1
2
54
No
Travel_Rarely
685
Research & Development
3
3
Life Sciences
1
1,250
4
Male
85
3
4
Research Director
4
Married
17,779
23,474
3
Y
No
14
3
1
80
0
36
2
3
10
9
0
9
31
No
Travel_Rarely
1,332
Research & Development
11
2
Medical
1
1,251
3
Male
80
3
2
Healthcare Representative
1
Married
6,833
17,089
1
Y
Yes
12
3
4
80
0
6
2
2
6
5
0
1
31
No
Travel_Rarely
1,062
Research & Development
24
3
Medical
1
1,252
3
Female
96
2
2
Healthcare Representative
1
Single
6,812
17,198
1
Y
No
19
3
2
80
0
10
2
3
10
9
1
8
59
No
Travel_Rarely
326
Sales
3
3
Life Sciences
1
1,254
3
Female
48
2
2
Sales Executive
4
Single
5,171
16,490
5
Y
No
17
3
4
80
0
13
2
3
6
1
0
5
43
No
Travel_Rarely
920
Research & Development
3
3
Life Sciences
1
1,255
3
Male
96
1
5
Research Director
4
Married
19,740
18,625
3
Y
No
14
3
2
80
1
25
2
3
8
7
0
7
49
No
Travel_Rarely
1,098
Research & Development
4
2
Medical
1
1,256
1
Male
85
2
5
Manager
3
Married
18,711
12,124
2
Y
No
13
3
3
80
1
23
2
4
1
0
0
0