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
58
Yes
Travel_Rarely
289
Research & Development
2
3
Technical Degree
1
977
4
Male
51
3
1
Research Scientist
3
Single
2,479
26,227
4
Y
No
24
4
1
80
0
7
4
3
1
0
0
0
53
No
Travel_Rarely
1,376
Sales
2
2
Medical
1
981
3
Male
45
3
4
Manager
3
Divorced
14,852
13,938
6
Y
No
13
3
3
80
1
22
3
4
17
13
15
2
30
No
Travel_Rarely
231
Sales
8
2
Other
1
982
3
Male
62
3
3
Sales Executive
3
Divorced
7,264
9,977
5
Y
No
11
3
1
80
1
10
2
4
8
4
7
7
38
No
Non-Travel
152
Sales
10
3
Technical Degree
1
983
3
Female
85
3
2
Sales Executive
4
Single
5,666
19,899
1
Y
Yes
13
3
2
80
0
6
1
3
5
3
1
3
35
No
Travel_Rarely
882
Sales
3
4
Life Sciences
1
984
4
Male
92
3
3
Sales Executive
4
Divorced
7,823
6,812
6
Y
No
13
3
2
80
1
12
2
3
10
9
0
8
39
No
Travel_Rarely
903
Sales
2
5
Life Sciences
1
985
1
Male
41
4
3
Sales Executive
3
Single
7,880
2,560
0
Y
No
18
3
4
80
0
9
3
3
8
7
0
7
40
Yes
Non-Travel
1,479
Sales
24
3
Life Sciences
1
986
2
Female
100
4
4
Sales Executive
2
Single
13,194
17,071
4
Y
Yes
16
3
4
80
0
22
2
2
1
0
0
0
47
No
Travel_Frequently
1,379
Research & Development
16
4
Medical
1
987
3
Male
64
4
2
Manufacturing Director
3
Divorced
5,067
6,759
1
Y
Yes
19
3
3
80
0
20
3
4
19
10
2
7
36
No
Non-Travel
1,229
Sales
8
4
Technical Degree
1
990
1
Male
84
3
2
Sales Executive
4
Divorced
5,079
25,952
4
Y
No
13
3
4
80
2
12
3
3
7
7
0
7
31
Yes
Non-Travel
335
Research & Development
9
2
Medical
1
991
3
Male
46
2
1
Research Scientist
1
Single
2,321
10,322
0
Y
Yes
22
4
1
80
0
4
0
3
3
2
1
2
33
No
Non-Travel
722
Sales
17
3
Life Sciences
1
992
4
Male
38
3
4
Manager
3
Single
17,444
20,489
1
Y
No
11
3
4
80
0
10
2
3
10
8
6
0
29
Yes
Travel_Rarely
906
Research & Development
10
3
Life Sciences
1
994
4
Female
92
2
1
Research Scientist
1
Single
2,404
11,479
6
Y
Yes
20
4
3
80
0
3
5
3
0
0
0
0
33
No
Travel_Rarely
461
Research & Development
13
1
Life Sciences
1
995
2
Female
53
3
1
Research Scientist
4
Single
3,452
17,241
3
Y
No
18
3
1
80
0
5
4
3
3
2
0
2
45
No
Travel_Rarely
974
Research & Development
1
4
Medical
1
996
4
Female
91
3
1
Laboratory Technician
4
Divorced
2,270
11,005
3
Y
No
14
3
4
80
2
8
2
3
5
3
0
2
50
No
Travel_Rarely
1,126
Research & Development
1
2
Medical
1
997
4
Male
66
3
4
Research Director
4
Divorced
17,399
6,615
9
Y
No
22
4
3
80
1
32
1
2
5
4
1
3
33
No
Travel_Frequently
827
Research & Development
1
4
Other
1
998
3
Female
84
4
2
Healthcare Representative
2
Married
5,488
20,161
1
Y
Yes
13
3
1
80
1
6
2
3
6
5
1
2
41
No
Travel_Frequently
840
Research & Development
9
3
Medical
1
999
1
Male
64
3
5
Research Director
3
Divorced
19,419
3,735
2
Y
No
17
3
2
80
1
21
2
4
18
16
0
11
27
No
Travel_Rarely
1,134
Research & Development
16
4
Technical Degree
1
1,001
3
Female
37
3
1
Laboratory Technician
2
Married
2,811
12,086
9
Y
No
14
3
2
80
1
4
2
3
2
2
2
2
45
No
Non-Travel
248
Research & Development
23
2
Life Sciences
1
1,002
4
Male
42
3
2
Laboratory Technician
1
Married
3,633
14,039
1
Y
Yes
15
3
3
80
1
9
2
3
9
8
0
8
47
No
Travel_Rarely
955
Sales
4
2
Life Sciences
1
1,003
4
Female
83
3
2
Sales Executive
4
Single
4,163
8,571
1
Y
Yes
17
3
3
80
0
9
0
3
9
0
0
7
30
Yes
Travel_Rarely
138
Research & Development
22
3
Life Sciences
1
1,004
1
Female
48
3
1
Research Scientist
3
Married
2,132
11,539
4
Y
Yes
11
3
2
80
0
7
2
3
5
2
0
1
50
No
Travel_Rarely
939
Research & Development
24
3
Life Sciences
1
1,005
4
Male
95
3
4
Manufacturing Director
3
Married
13,973
4,161
3
Y
Yes
18
3
4
80
1
22
2
3
12
11
1
5
38
No
Travel_Frequently
1,391
Research & Development
10
1
Medical
1
1,006
3
Male
66
3
1
Research Scientist
3
Married
2,684
12,127
0
Y
No
17
3
2
80
1
3
0
2
2
1
0
2
46
No
Travel_Rarely
566
Research & Development
7
2
Medical
1
1,007
4
Male
75
3
3
Manufacturing Director
3
Divorced
10,845
24,208
6
Y
No
13
3
2
80
1
13
3
3
8
7
0
7
24
No
Travel_Rarely
1,206
Research & Development
17
1
Medical
1
1,009
4
Female
41
2
2
Manufacturing Director
3
Divorced
4,377
24,117
1
Y
No
15
3
2
80
2
5
6
3
4
2
3
2
35
Yes
Travel_Rarely
622
Research & Development
14
4
Other
1
1,010
3
Male
39
2
1
Laboratory Technician
2
Divorced
3,743
10,074
1
Y
Yes
24
4
4
80
1
5
2
1
4
2
0
2
31
No
Travel_Frequently
853
Research & Development
1
1
Life Sciences
1
1,011
3
Female
96
3
2
Manufacturing Director
1
Married
4,148
11,275
1
Y
No
12
3
3
80
1
4
1
3
4
3
0
3
18
No
Non-Travel
287
Research & Development
5
2
Life Sciences
1
1,012
2
Male
73
3
1
Research Scientist
4
Single
1,051
13,493
1
Y
No
15
3
4
80
0
0
2
3
0
0
0
0
54
No
Travel_Rarely
1,441
Research & Development
17
3
Technical Degree
1
1,013
3
Female
56
3
3
Manufacturing Director
3
Married
10,739
13,943
8
Y
No
11
3
3
80
1
22
2
3
10
7
0
8
35
No
Travel_Rarely
583
Research & Development
25
4
Medical
1
1,014
3
Female
57
3
3
Healthcare Representative
3
Divorced
10,388
6,975
1
Y
Yes
11
3
3
80
1
16
3
2
16
10
10
1
30
No
Travel_Rarely
153
Research & Development
8
2
Life Sciences
1
1,015
2
Female
73
4
3
Research Director
1
Married
11,416
17,802
0
Y
Yes
12
3
3
80
3
9
4
2
8
7
1
7
20
Yes
Travel_Rarely
1,097
Research & Development
11
3
Medical
1
1,016
4
Female
98
2
1
Research Scientist
1
Single
2,600
18,275
1
Y
Yes
15
3
1
80
0
1
2
3
1
0
0
0
30
Yes
Travel_Frequently
109
Research & Development
5
3
Medical
1
1,017
2
Female
60
3
1
Laboratory Technician
2
Single
2,422
25,725
0
Y
No
17
3
1
80
0
4
3
3
3
2
1
2
26
No
Travel_Rarely
1,066
Research & Development
2
2
Medical
1
1,018
4
Male
32
4
2
Manufacturing Director
4
Married
5,472
3,334
1
Y
No
12
3
2
80
0
8
2
3
8
7
1
3
22
No
Travel_Rarely
217
Research & Development
8
1
Life Sciences
1
1,019
2
Male
94
1
1
Laboratory Technician
1
Married
2,451
6,881
1
Y
No
15
3
1
80
1
4
3
2
4
3
1
1
48
No
Travel_Rarely
277
Research & Development
6
3
Life Sciences
1
1,022
1
Male
97
2
2
Healthcare Representative
3
Single
4,240
13,119
2
Y
No
13
3
4
80
0
19
0
3
2
2
2
2
48
No
Travel_Rarely
1,355
Research & Development
4
4
Life Sciences
1
1,024
3
Male
78
2
3
Healthcare Representative
3
Single
10,999
22,245
7
Y
No
14
3
2
80
0
27
3
3
15
11
4
8
41
No
Travel_Rarely
549
Research & Development
7
2
Medical
1
1,025
4
Female
42
3
2
Manufacturing Director
3
Single
5,003
23,371
6
Y
No
14
3
2
80
0
8
6
3
2
2
2
1
39
No
Travel_Rarely
466
Research & Development
1
1
Life Sciences
1
1,026
4
Female
65
2
4
Manufacturing Director
4
Married
12,742
7,060
1
Y
No
16
3
3
80
1
21
3
3
21
6
11
8
27
No
Travel_Rarely
1,055
Research & Development
2
4
Life Sciences
1
1,027
1
Female
47
3
2
Manufacturing Director
4
Married
4,227
4,658
0
Y
No
18
3
2
80
1
4
2
3
3
2
2
2
35
No
Travel_Rarely
802
Research & Development
10
3
Other
1
1,028
2
Male
45
3
1
Laboratory Technician
4
Divorced
3,917
9,541
1
Y
No
20
4
1
80
1
3
4
2
3
2
1
2
42
No
Travel_Rarely
265
Sales
5
2
Marketing
1
1,029
4
Male
90
3
5
Manager
3
Married
18,303
7,770
6
Y
No
13
3
2
80
0
21
3
4
1
0
0
0
50
No
Travel_Rarely
804
Research & Development
9
3
Life Sciences
1
1,030
1
Male
64
3
1
Laboratory Technician
4
Married
2,380
20,165
4
Y
No
18
3
2
80
0
8
5
3
1
0
0
0
59
No
Travel_Rarely
715
Research & Development
2
3
Life Sciences
1
1,032
3
Female
69
2
4
Manufacturing Director
4
Single
13,726
21,829
3
Y
Yes
13
3
1
80
0
30
4
3
5
3
4
3
37
Yes
Travel_Rarely
1,141
Research & Development
11
2
Medical
1
1,033
1
Female
61
1
2
Healthcare Representative
2
Married
4,777
14,382
5
Y
No
15
3
1
80
0
15
2
1
1
0
0
0
55
No
Travel_Frequently
135
Research & Development
18
4
Medical
1
1,034
3
Male
62
3
2
Healthcare Representative
2
Married
6,385
12,992
3
Y
Yes
14
3
4
80
2
17
3
3
8
7
6
7
41
No
Non-Travel
247
Research & Development
7
1
Life Sciences
1
1,035
2
Female
55
1
5
Research Director
3
Divorced
19,973
20,284
1
Y
No
22
4
2
80
2
21
3
3
21
16
5
10
38
No
Travel_Rarely
1,035
Sales
3
4
Life Sciences
1
1,036
2
Male
42
3
2
Sales Executive
4
Single
6,861
4,981
8
Y
Yes
12
3
3
80
0
19
1
3
1
0
0
0
26
Yes
Non-Travel
265
Sales
29
2
Medical
1
1,037
2
Male
79
1
2
Sales Executive
1
Single
4,969
21,813
8
Y
No
18
3
4
80
0
7
6
3
2
2
2
2
52
Yes
Travel_Rarely
266
Sales
2
1
Marketing
1
1,038
1
Female
57
1
5
Manager
4
Married
19,845
25,846
1
Y
No
15
3
4
80
1
33
3
3
32
14
6
9
44
No
Travel_Rarely
1,448
Sales
28
3
Medical
1
1,039
4
Female
53
4
4
Sales Executive
4
Married
13,320
11,737
3
Y
Yes
18
3
3
80
1
23
2
3
12
11
11
11
50
No
Non-Travel
145
Sales
1
3
Life Sciences
1
1,040
4
Female
95
3
2
Sales Executive
3
Married
6,347
24,920
0
Y
No
12
3
1
80
1
19
3
3
18
7
0
13
36
Yes
Travel_Rarely
885
Research & Development
16
4
Life Sciences
1
1,042
3
Female
43
4
1
Laboratory Technician
1
Single
2,743
8,269
1
Y
No
16
3
3
80
0
18
1
3
17
13
15
14
39
No
Travel_Frequently
945
Research & Development
22
3
Medical
1
1,043
4
Female
82
3
3
Manufacturing Director
1
Single
10,880
5,083
1
Y
Yes
13
3
3
80
0
21
2
3
21
6
2
8
33
No
Non-Travel
1,038
Sales
8
1
Life Sciences
1
1,044
2
Female
88
2
1
Sales Representative
4
Single
2,342
21,437
0
Y
No
19
3
4
80
0
3
2
2
2
2
2
2
45
No
Travel_Rarely
1,234
Sales
11
2
Life Sciences
1
1,045
4
Female
90
3
4
Manager
4
Married
17,650
5,404
3
Y
No
13
3
2
80
1
26
4
4
9
3
1
1
32
No
Non-Travel
1,109
Research & Development
29
4
Medical
1
1,046
4
Female
69
3
1
Laboratory Technician
3
Single
4,025
11,135
9
Y
No
12
3
2
80
0
10
2
3
8
7
7
7
34
No
Travel_Rarely
216
Sales
1
4
Marketing
1
1,047
2
Male
75
4
2
Sales Executive
4
Divorced
9,725
12,278
0
Y
No
11
3
4
80
1
16
2
2
15
1
0
9
59
No
Travel_Rarely
1,089
Sales
1
2
Technical Degree
1
1,048
2
Male
66
3
3
Manager
4
Married
11,904
11,038
3
Y
Yes
14
3
3
80
1
14
1
1
6
4
0
4
45
No
Travel_Rarely
788
Human Resources
24
4
Medical
1
1,049
2
Male
36
3
1
Human Resources
2
Single
2,177
8,318
1
Y
No
16
3
1
80
0
6
3
3
6
3
0
4
53
No
Travel_Frequently
124
Sales
2
3
Marketing
1
1,050
3
Female
38
2
3
Sales Executive
2
Married
7,525
23,537
2
Y
No
12
3
1
80
1
30
2
3
15
7
6
12
36
Yes
Travel_Rarely
660
Research & Development
15
3
Other
1
1,052
1
Male
81
3
2
Laboratory Technician
3
Divorced
4,834
7,858
7
Y
No
14
3
2
80
1
9
3
2
1
0
0
0
26
Yes
Travel_Frequently
342
Research & Development
2
3
Life Sciences
1
1,053
1
Male
57
3
1
Research Scientist
1
Married
2,042
15,346
6
Y
Yes
14
3
2
80
1
6
2
3
3
2
1
2
34
No
Travel_Rarely
1,333
Sales
10
4
Life Sciences
1
1,055
3
Female
87
3
1
Sales Representative
3
Married
2,220
18,410
1
Y
Yes
19
3
4
80
1
1
2
3
1
1
0
0
28
No
Travel_Rarely
1,144
Sales
10
1
Medical
1
1,056
4
Male
74
3
1
Sales Representative
2
Married
1,052
23,384
1
Y
No
22
4
2
80
0
1
5
3
1
0
0
0
38
No
Travel_Frequently
1,186
Research & Development
3
4
Other
1
1,060
3
Male
44
3
1
Research Scientist
3
Married
2,821
2,997
3
Y
No
16
3
1
80
1
8
2
3
2
2
2
2
50
No
Travel_Rarely
1,464
Research & Development
2
4
Medical
1
1,061
2
Male
62
3
5
Research Director
3
Married
19,237
12,853
2
Y
Yes
11
3
4
80
1
29
2
2
8
1
7
7
37
No
Travel_Rarely
124
Research & Development
3
3
Other
1
1,062
4
Female
35
3
2
Healthcare Representative
2
Single
4,107
13,848
3
Y
No
15
3
1
80
0
8
3
2
4
3
0
1
40
No
Travel_Rarely
300
Sales
26
3
Marketing
1
1,066
3
Male
74
3
2
Sales Executive
1
Married
8,396
22,217
1
Y
No
14
3
2
80
1
8
3
2
7
7
7
5
26
No
Travel_Frequently
921
Research & Development
1
1
Medical
1
1,068
1
Female
66
2
1
Research Scientist
3
Divorced
2,007
25,265
1
Y
No
13
3
3
80
2
5
5
3
5
3
1
3
46
No
Travel_Rarely
430
Research & Development
1
4
Medical
1
1,069
4
Male
40
3
5
Research Director
4
Divorced
19,627
21,445
9
Y
No
17
3
4
80
2
23
0
3
2
2
2
2
54
No
Travel_Rarely
1,082
Sales
2
4
Life Sciences
1
1,070
3
Female
41
2
3
Sales Executive
3
Married
10,686
8,392
6
Y
No
11
3
2
80
1
13
4
3
9
4
7
0
56
No
Travel_Frequently
1,240
Research & Development
9
3
Medical
1
1,071
1
Female
63
3
1
Research Scientist
3
Married
2,942
12,154
2
Y
No
19
3
2
80
1
18
4
3
5
4
0
3
36
No
Travel_Rarely
796
Research & Development
12
5
Medical
1
1,073
4
Female
51
2
3
Manufacturing Director
4
Single
8,858
15,669
0
Y
No
11
3
2
80
0
15
2
2
14
8
7
8
55
No
Non-Travel
444
Research & Development
2
1
Medical
1
1,074
3
Male
40
2
4
Manager
1
Single
16,756
17,323
7
Y
No
15
3
2
80
0
31
3
4
9
7
6
2
43
No
Travel_Rarely
415
Sales
25
3
Medical
1
1,076
3
Male
79
2
3
Sales Executive
4
Divorced
10,798
5,268
5
Y
No
13
3
3
80
1
18
5
3
1
0
0
0
20
Yes
Travel_Frequently
769
Sales
9
3
Marketing
1
1,077
4
Female
54
3
1
Sales Representative
4
Single
2,323
17,205
1
Y
Yes
14
3
2
80
0
2
3
3
2
2
0
2
21
Yes
Travel_Rarely
1,334
Research & Development
10
3
Life Sciences
1
1,079
3
Female
36
2
1
Laboratory Technician
1
Single
1,416
17,258
1
Y
No
13
3
1
80
0
1
6
2
1
0
1
0
46
No
Travel_Rarely
1,003
Research & Development
8
4
Life Sciences
1
1,080
4
Female
74
2
2
Research Scientist
1
Divorced
4,615
21,029
8
Y
Yes
23
4
1
80
3
19
2
3
16
13
1
7
51
Yes
Travel_Rarely
1,323
Research & Development
4
4
Life Sciences
1
1,081
1
Male
34
3
1
Research Scientist
3
Married
2,461
10,332
9
Y
Yes
12
3
3
80
3
18
2
4
10
0
2
7
28
Yes
Non-Travel
1,366
Research & Development
24
2
Technical Degree
1
1,082
2
Male
72
2
3
Healthcare Representative
1
Single
8,722
12,355
1
Y
No
12
3
1
80
0
10
2
2
10
7
1
9
26
No
Travel_Rarely
192
Research & Development
1
2
Medical
1
1,083
1
Male
59
2
1
Laboratory Technician
1
Married
3,955
11,141
1
Y
No
16
3
1
80
2
6
2
3
5
3
1
3
30
No
Travel_Rarely
1,176
Research & Development
20
3
Other
1
1,084
3
Male
85
3
2
Manufacturing Director
1
Married
9,957
9,096
0
Y
No
15
3
3
80
1
7
1
2
6
2
0
2
41
No
Travel_Rarely
509
Research & Development
7
2
Technical Degree
1
1,085
2
Female
43
4
1
Research Scientist
3
Married
3,376
18,863
1
Y
No
13
3
3
80
0
10
3
3
10
6
0
8
38
No
Travel_Rarely
330
Research & Development
17
1
Life Sciences
1
1,088
3
Female
65
2
3
Healthcare Representative
3
Married
8,823
24,608
0
Y
No
18
3
1
80
1
20
4
2
19
9
1
9
40
No
Travel_Rarely
1,492
Research & Development
20
4
Technical Degree
1
1,092
1
Male
61
3
3
Healthcare Representative
4
Married
10,322
26,542
4
Y
No
20
4
4
80
1
14
6
3
11
10
11
1
27
No
Non-Travel
1,277
Research & Development
8
5
Life Sciences
1
1,094
1
Male
87
1
1
Laboratory Technician
3
Married
4,621
5,869
1
Y
No
19
3
4
80
3
3
4
3
3
2
1
2
55
No
Travel_Frequently
1,091
Research & Development
2
1
Life Sciences
1
1,096
4
Male
65
3
3
Manufacturing Director
2
Married
10,976
15,813
3
Y
No
18
3
2
80
1
23
4
3
3
2
1
2
28
No
Travel_Rarely
857
Research & Development
10
3
Other
1
1,097
3
Female
59
3
2
Research Scientist
3
Single
3,660
7,909
3
Y
No
13
3
4
80
0
10
4
4
8
7
1
7
44
Yes
Travel_Rarely
1,376
Human Resources
1
2
Medical
1
1,098
2
Male
91
2
3
Human Resources
1
Married
10,482
2,326
9
Y
No
14
3
4
80
1
24
1
3
20
6
3
6
33
No
Travel_Rarely
654
Research & Development
5
3
Life Sciences
1
1,099
4
Male
34
2
3
Healthcare Representative
4
Divorced
7,119
21,214
4
Y
No
15
3
3
80
1
9
2
3
3
2
1
2
35
Yes
Travel_Rarely
1,204
Sales
4
3
Technical Degree
1
1,100
4
Male
86
3
3
Sales Executive
1
Single
9,582
10,333
0
Y
Yes
22
4
1
80
0
9
2
3
8
7
4
7
33
Yes
Travel_Frequently
827
Research & Development
29
4
Medical
1
1,101
1
Female
54
2
2
Research Scientist
3
Single
4,508
3,129
1
Y
No
22
4
2
80
0
14
4
3
13
7
3
8
28
No
Travel_Rarely
895
Research & Development
15
2
Life Sciences
1
1,102
1
Male
50
3
1
Laboratory Technician
3
Divorced
2,207
22,482
1
Y
No
16
3
4
80
1
4
5
2
4
2
2
2
34
No
Travel_Frequently
618
Research & Development
3
1
Life Sciences
1
1,103
1
Male
45
3
2
Healthcare Representative
4
Single
7,756
22,266
0
Y
No
17
3
3
80
0
7
1
2
6
2
0
4
37
No
Travel_Rarely
309
Sales
10
4
Life Sciences
1
1,105
4
Female
88
2
2
Sales Executive
4
Divorced
6,694
24,223
2
Y
Yes
14
3
3
80
3
8
5
3
1
0
0
0
25
Yes
Travel_Rarely
1,219
Research & Development
4
1
Technical Degree
1
1,106
4
Male
32
3
1
Laboratory Technician
4
Married
3,691
4,605
1
Y
Yes
15
3
2
80
1
7
3
4
7
7
5
6
26
Yes
Travel_Rarely
1,330
Research & Development
21
3
Medical
1
1,107
1
Male
37
3
1
Laboratory Technician
3
Divorced
2,377
19,373
1
Y
No
20
4
3
80
1
1
0
2
1
1
0
0
33
Yes
Travel_Rarely
1,017
Research & Development
25
3
Medical
1
1,108
1
Male
55
2
1
Research Scientist
2
Single
2,313
2,993
4
Y
Yes
20
4
2
80
0
5
0
3
2
2
2
2
42
No
Travel_Rarely
469
Research & Development
2
2
Medical
1
1,109
4
Male
35
3
4
Manager
1
Married
17,665
14,399
0
Y
No
17
3
4
80
1
23
3
3
22
6
13
7