Age
int64
18
60
Attrition
stringclasses
2 values
BusinessTravel
stringclasses
3 values
DailyRate
int64
100
1.5k
Department
stringclasses
6 values
DistanceFromHome
int64
1
50
Education
int64
1
5
EducationField
stringclasses
6 values
EmployeeCount
int64
1
1
EmployeeNumber
int64
1
5k
EnvironmentSatisfaction
int64
1
4
Gender
stringclasses
2 values
HourlyRate
int64
30
200
JobInvolvement
int64
1
4
JobLevel
int64
1
5
JobRole
stringclasses
10 values
JobSatisfaction
int64
1
4
MaritalStatus
stringclasses
3 values
MonthlyIncome
int64
1k
51k
MonthlyRate
int64
1.05k
1.5M
NumCompaniesWorked
int64
0
8
Over18
stringclasses
1 value
OverTime
stringclasses
2 values
PercentSalaryHike
int64
0
49
PerformanceRating
int64
1
4
RelationshipSatisfaction
int64
1
4
StandardHours
int64
80
80
StockOptionLevel
int64
1
4
TotalWorkingYears
int64
1
40
TrainingTimesLastYear
int64
1
6
WorkLifeBalance
int64
1
4
YearsAtCompany
int64
1
40
YearsInCurrentRole
int64
1
35
YearsSinceLastPromotion
int64
1
39
YearsWithCurrManager
int64
1
40
34
No
Travel_Frequently
1,427
Sales
45
5
Marketing
1
3,701
3
Female
75
1
4
Healthcare Representative
1
Single
13,407
26,814
2
Y
Yes
0
1
4
80
4
19
6
3
13
10
8
8
40
Yes
Travel_Rarely
1,134
Hardware
18
2
Human Resources
1
3,702
3
Male
119
3
4
Human Resources
2
Single
19,690
393,800
3
Y
Yes
33
4
2
80
3
30
4
2
13
9
12
9
40
Yes
Travel_Frequently
504
Research & Development
14
2
Other
1
3,703
4
Female
111
2
4
Healthcare Representative
2
Divorced
45,588
273,528
5
Y
Yes
3
1
4
80
3
30
5
2
29
6
12
14
53
No
Travel_Frequently
1,282
Software
13
4
Life Sciences
1
3,704
1
Female
110
2
4
Manager
3
Married
49,353
1,184,472
5
Y
Yes
13
2
2
80
3
2
6
4
1
1
1
1
54
No
Travel_Frequently
641
Support
30
5
Marketing
1
3,705
2
Male
149
1
4
Human Resources
3
Divorced
40,195
40,195
5
Y
No
38
2
1
80
2
25
2
3
14
10
8
1
57
No
Non-Travel
1,091
Research & Development
43
2
Medical
1
3,706
1
Female
31
3
2
Manager
4
Divorced
33,019
693,399
5
Y
No
17
4
4
80
1
6
1
2
1
1
1
1
23
Yes
Non-Travel
1,364
Research & Development
16
3
Life Sciences
1
3,707
4
Male
199
2
2
Manager
3
Single
28,062
448,992
4
Y
No
18
3
4
80
1
36
6
2
14
1
10
4
39
Yes
Travel_Frequently
958
Software
43
3
Technical Degree
1
3,708
2
Male
179
1
5
Manufacturing Director
1
Single
8,667
199,341
0
Y
No
33
3
4
80
2
10
6
2
8
7
3
2
32
No
Travel_Frequently
1,431
Software
3
1
Life Sciences
1
3,709
3
Male
77
1
1
Sales Representative
2
Single
29,748
832,944
5
Y
No
38
3
3
80
3
22
5
2
2
1
1
1
45
No
Travel_Frequently
247
Software
50
4
Technical Degree
1
3,710
4
Female
194
3
1
Sales Representative
1
Divorced
32,676
130,704
7
Y
Yes
1
4
2
80
3
17
5
4
12
10
7
12
47
No
Travel_Frequently
219
Sales
27
3
Medical
1
3,711
1
Female
79
4
3
Research Director
1
Married
32,467
519,472
5
Y
Yes
6
3
4
80
3
13
6
3
2
1
1
1
58
Yes
Travel_Frequently
358
Human Resources
33
4
Human Resources
1
3,712
1
Male
79
1
3
Research Scientist
2
Divorced
9,392
112,704
7
Y
No
8
1
4
80
3
2
4
1
2
1
2
2
57
Yes
Travel_Rarely
1,277
Hardware
22
5
Life Sciences
1
3,713
2
Male
188
1
1
Research Director
3
Married
6,271
18,813
6
Y
No
0
1
2
80
3
29
4
4
17
8
9
3
43
No
Travel_Frequently
1,240
Hardware
30
4
Other
1
3,714
4
Female
193
2
2
Research Scientist
1
Single
32,601
554,217
8
Y
Yes
1
4
2
80
1
38
5
4
34
16
23
10
37
No
Non-Travel
1,037
Sales
41
2
Other
1
3,715
2
Female
164
4
3
Human Resources
1
Divorced
7,934
95,208
4
Y
No
36
4
1
80
1
16
5
4
4
2
2
2
58
Yes
Non-Travel
745
Hardware
33
4
Medical
1
3,716
3
Female
76
2
4
Research Director
4
Divorced
6,116
67,276
2
Y
Yes
48
3
2
80
4
33
4
2
9
9
6
4
21
Yes
Non-Travel
607
Hardware
45
1
Life Sciences
1
3,717
1
Female
166
4
4
Healthcare Representative
4
Married
33,468
334,680
0
Y
No
20
3
4
80
3
3
4
3
2
1
1
1
47
No
Travel_Frequently
999
Human Resources
41
3
Life Sciences
1
3,718
1
Male
77
1
2
Healthcare Representative
3
Divorced
23,145
694,350
6
Y
No
23
1
2
80
1
15
4
3
3
2
1
3
48
No
Non-Travel
527
Human Resources
20
2
Life Sciences
1
3,719
1
Female
75
2
2
Research Director
3
Single
42,705
85,410
8
Y
No
42
4
1
80
4
27
6
1
18
13
4
18
24
No
Non-Travel
1,074
Research & Development
1
5
Technical Degree
1
3,720
2
Male
93
3
1
Research Scientist
1
Single
46,638
1,119,312
2
Y
Yes
11
1
3
80
3
13
3
1
1
1
1
1
34
No
Travel_Rarely
326
Hardware
32
4
Other
1
3,721
2
Male
142
3
1
Sales Executive
1
Married
41,891
670,256
2
Y
Yes
11
4
3
80
4
2
1
1
1
1
1
1
28
Yes
Non-Travel
436
Hardware
19
4
Technical Degree
1
3,722
2
Female
166
2
3
Healthcare Representative
2
Single
45,297
634,158
6
Y
No
25
2
4
80
2
28
5
1
23
8
13
14
52
Yes
Travel_Frequently
1,249
Research & Development
4
5
Marketing
1
3,723
1
Male
194
2
4
Laboratory Technician
3
Single
22,726
386,342
3
Y
No
23
3
4
80
2
24
2
1
18
10
15
1
45
No
Non-Travel
161
Software
50
5
Life Sciences
1
3,724
4
Female
50
3
4
Research Director
4
Married
2,439
19,512
0
Y
No
24
3
2
80
2
34
3
1
7
6
4
4
27
No
Non-Travel
1,097
Human Resources
12
1
Technical Degree
1
3,725
4
Female
126
4
2
Human Resources
4
Single
18,781
56,343
6
Y
No
26
3
3
80
1
33
3
1
32
1
9
31
52
Yes
Travel_Frequently
487
Sales
9
1
Life Sciences
1
3,726
4
Male
43
1
3
Research Scientist
2
Divorced
27,399
547,980
5
Y
No
39
3
2
80
4
16
2
2
6
5
6
3
47
No
Travel_Frequently
1,260
Support
38
3
Other
1
3,727
4
Male
168
3
3
Research Scientist
3
Single
2,742
63,066
3
Y
No
1
1
3
80
3
13
4
3
11
8
5
5
46
Yes
Travel_Rarely
598
Sales
6
1
Life Sciences
1
3,728
2
Female
76
4
4
Research Scientist
3
Single
11,652
163,128
8
Y
No
15
2
2
80
4
21
6
3
7
1
6
6
52
No
Non-Travel
163
Hardware
20
5
Technical Degree
1
3,729
4
Male
167
2
5
Laboratory Technician
1
Single
10,411
312,330
5
Y
Yes
2
1
3
80
1
38
3
2
24
15
2
9
18
Yes
Travel_Frequently
1,302
Sales
2
2
Marketing
1
3,730
1
Female
155
2
5
Research Scientist
3
Married
34,364
137,456
3
Y
Yes
13
3
2
80
3
40
1
2
26
23
9
13
40
Yes
Travel_Rarely
922
Hardware
8
4
Human Resources
1
3,731
1
Female
38
2
2
Developer
2
Married
39,893
558,502
2
Y
Yes
43
2
3
80
3
3
3
3
1
1
1
1
59
Yes
Non-Travel
413
Sales
30
2
Medical
1
3,732
3
Female
76
4
2
Research Scientist
2
Divorced
34,527
725,067
0
Y
Yes
1
1
4
80
2
39
2
4
32
2
27
19
42
No
Travel_Frequently
1,130
Hardware
33
4
Medical
1
3,733
1
Male
39
1
5
Sales Executive
3
Single
36,931
738,620
5
Y
Yes
8
4
1
80
1
6
5
1
6
6
5
4
19
No
Travel_Frequently
383
Support
40
1
Marketing
1
3,734
4
Female
38
3
5
Manager
2
Single
29,398
440,970
5
Y
No
2
3
3
80
4
29
5
2
22
13
8
7
47
No
Travel_Frequently
255
Support
38
1
Life Sciences
1
3,735
3
Male
194
3
4
Laboratory Technician
4
Single
39,801
597,015
8
Y
No
40
2
1
80
3
12
3
1
12
7
7
8
58
No
Travel_Frequently
495
Software
1
4
Other
1
3,736
3
Female
200
1
1
Manager
2
Divorced
21,403
599,284
8
Y
No
47
2
4
80
4
7
1
2
7
1
7
2
45
No
Travel_Rarely
293
Support
30
3
Marketing
1
3,737
1
Male
167
4
4
Research Scientist
2
Single
19,714
315,424
2
Y
Yes
13
4
4
80
3
9
5
4
5
3
3
5
52
No
Travel_Rarely
880
Sales
29
5
Technical Degree
1
3,738
3
Female
170
1
1
Human Resources
4
Single
48,215
144,645
3
Y
Yes
37
1
4
80
4
23
5
1
12
2
5
2
52
Yes
Travel_Frequently
838
Software
4
5
Other
1
3,739
4
Female
196
1
2
Healthcare Representative
2
Divorced
15,172
121,376
3
Y
No
11
1
1
80
2
26
1
4
23
16
11
1
35
Yes
Travel_Rarely
1,152
Support
12
2
Life Sciences
1
3,740
2
Female
160
2
1
Sales Executive
1
Single
43,176
993,048
6
Y
No
32
1
1
80
2
19
4
3
1
1
1
1
43
Yes
Non-Travel
1,317
Research & Development
5
4
Technical Degree
1
3,741
4
Male
34
4
4
Manufacturing Director
2
Single
21,195
317,925
6
Y
No
11
3
4
80
4
23
5
3
4
3
4
2
59
Yes
Travel_Rarely
628
Research & Development
17
4
Human Resources
1
3,742
2
Male
110
2
2
Human Resources
3
Married
35,759
715,180
8
Y
Yes
45
3
2
80
1
20
6
1
16
13
9
2
30
No
Travel_Frequently
1,062
Research & Development
8
2
Technical Degree
1
3,743
2
Male
184
3
2
Research Director
3
Divorced
6,883
117,011
8
Y
No
2
4
1
80
1
26
5
4
19
15
14
4
32
No
Non-Travel
430
Hardware
28
5
Technical Degree
1
3,744
4
Female
117
4
2
Research Director
3
Single
34,265
137,060
7
Y
Yes
34
3
4
80
2
4
6
4
1
1
1
1
47
Yes
Travel_Rarely
859
Sales
6
3
Other
1
3,745
1
Female
48
1
2
Research Scientist
1
Married
47,219
1,369,351
0
Y
No
13
2
2
80
4
21
3
3
1
1
1
1
47
No
Travel_Frequently
1,137
Hardware
33
3
Life Sciences
1
3,746
3
Female
101
3
1
Research Director
4
Single
45,420
590,460
4
Y
No
40
1
1
80
2
37
1
3
22
4
3
5
60
Yes
Non-Travel
136
Research & Development
15
5
Human Resources
1
3,747
3
Male
124
2
5
Manufacturing Director
2
Divorced
17,581
193,391
8
Y
No
17
3
3
80
1
40
6
2
4
4
2
2
18
No
Travel_Rarely
1,177
Human Resources
9
3
Human Resources
1
3,748
3
Male
88
3
4
Developer
1
Divorced
48,086
1,105,978
3
Y
Yes
14
1
4
80
3
26
1
1
25
8
23
17
56
Yes
Travel_Frequently
1,153
Support
17
3
Other
1
3,749
2
Male
31
4
1
Developer
1
Single
11,881
261,382
4
Y
No
49
1
1
80
4
11
6
1
8
6
2
7
20
Yes
Non-Travel
134
Research & Development
39
4
Marketing
1
3,750
3
Male
146
1
3
Manufacturing Director
4
Married
50,755
609,060
3
Y
No
17
1
2
80
3
16
2
2
16
2
9
14
22
No
Travel_Rarely
1,038
Sales
50
3
Medical
1
3,751
1
Female
108
2
5
Developer
4
Married
7,774
54,418
2
Y
Yes
43
2
1
80
3
37
4
2
30
28
17
26
37
Yes
Travel_Frequently
261
Hardware
42
4
Technical Degree
1
3,752
1
Female
68
4
4
Laboratory Technician
3
Single
25,017
100,068
8
Y
No
32
3
1
80
2
39
5
2
5
2
4
3
46
Yes
Non-Travel
535
Sales
23
3
Life Sciences
1
3,753
4
Female
147
3
3
Sales Representative
2
Divorced
14,874
237,984
0
Y
Yes
31
4
3
80
4
36
6
3
34
21
31
33
36
Yes
Non-Travel
1,258
Research & Development
50
4
Medical
1
3,754
2
Male
155
4
4
Laboratory Technician
4
Divorced
19,704
571,416
4
Y
Yes
15
4
4
80
3
28
3
2
14
9
1
4
32
No
Non-Travel
1,218
Research & Development
13
4
Technical Degree
1
3,755
2
Male
197
1
2
Manager
4
Single
4,422
101,706
4
Y
Yes
2
4
3
80
2
38
5
2
1
1
1
1
57
Yes
Travel_Frequently
533
Software
38
3
Other
1
3,756
3
Female
196
4
4
Healthcare Representative
1
Married
22,868
525,964
3
Y
Yes
8
3
1
80
3
15
5
3
3
1
3
2
46
No
Travel_Rarely
1,120
Research & Development
22
5
Human Resources
1
3,757
3
Female
163
2
2
Laboratory Technician
1
Divorced
31,328
501,248
7
Y
No
33
3
3
80
1
23
2
1
5
3
4
3
29
No
Non-Travel
290
Sales
3
4
Medical
1
3,758
2
Male
134
2
1
Healthcare Representative
2
Divorced
1,313
22,321
7
Y
No
46
1
4
80
3
39
4
2
24
2
4
17
29
No
Travel_Rarely
451
Research & Development
1
1
Marketing
1
3,759
4
Male
129
1
1
Manufacturing Director
4
Single
22,038
154,266
0
Y
No
8
4
1
80
1
28
3
3
5
3
3
5
53
Yes
Travel_Frequently
746
Research & Development
37
1
Human Resources
1
3,760
3
Male
116
1
4
Manager
4
Single
9,847
137,858
3
Y
Yes
5
3
1
80
1
33
2
4
20
19
4
20
49
Yes
Non-Travel
1,433
Sales
8
4
Life Sciences
1
3,761
4
Female
118
4
2
Sales Representative
2
Single
14,158
99,106
4
Y
Yes
27
3
1
80
2
11
6
4
1
1
1
1
19
Yes
Travel_Rarely
1,154
Human Resources
3
2
Medical
1
3,762
1
Male
78
4
5
Manufacturing Director
1
Married
24,949
698,572
0
Y
Yes
26
2
3
80
4
11
1
1
9
1
7
3
27
Yes
Travel_Frequently
642
Support
43
2
Human Resources
1
3,763
4
Male
92
3
1
Sales Executive
3
Divorced
46,274
1,018,028
4
Y
No
34
3
1
80
1
7
1
1
5
5
1
5
53
No
Travel_Frequently
1,215
Research & Development
37
2
Marketing
1
3,764
1
Male
81
4
1
Manufacturing Director
3
Divorced
20,035
60,105
2
Y
Yes
19
1
4
80
2
26
6
3
11
8
11
4
30
No
Non-Travel
583
Support
16
5
Human Resources
1
3,765
1
Female
183
2
2
Human Resources
3
Divorced
8,905
151,385
0
Y
No
41
2
1
80
4
16
2
2
14
14
4
4
38
No
Non-Travel
1,452
Hardware
23
3
Other
1
3,766
3
Female
74
4
5
Sales Representative
2
Married
12,019
84,133
4
Y
Yes
26
2
2
80
3
11
3
2
4
3
1
3
57
Yes
Non-Travel
377
Sales
5
4
Medical
1
3,767
2
Male
180
3
1
Research Scientist
3
Divorced
30,022
240,176
8
Y
Yes
4
2
3
80
1
3
5
1
3
3
1
3
27
Yes
Travel_Rarely
1,438
Research & Development
19
2
Other
1
3,768
1
Female
58
4
4
Sales Executive
4
Married
21,347
384,246
7
Y
Yes
40
2
2
80
3
17
2
2
3
3
2
1
54
No
Travel_Rarely
1,397
Sales
21
1
Marketing
1
3,769
2
Male
47
2
4
Sales Executive
3
Divorced
31,081
341,891
1
Y
No
17
3
1
80
3
39
6
4
33
31
28
17
25
No
Travel_Rarely
755
Support
19
4
Life Sciences
1
3,770
3
Female
104
1
3
Laboratory Technician
4
Married
50,192
853,264
2
Y
No
35
4
3
80
3
10
1
3
7
6
1
1
55
Yes
Travel_Rarely
1,028
Support
46
3
Marketing
1
3,771
4
Male
61
3
4
Research Scientist
1
Married
2,000
18,000
5
Y
Yes
31
1
3
80
3
23
6
1
22
10
11
19
40
No
Travel_Frequently
860
Human Resources
49
1
Medical
1
3,772
2
Female
62
3
4
Sales Executive
4
Married
46,008
1,288,224
1
Y
Yes
16
4
1
80
3
40
4
1
2
2
2
2
51
Yes
Non-Travel
1,291
Software
12
3
Medical
1
3,773
1
Male
59
3
2
Research Scientist
1
Single
6,014
132,308
2
Y
Yes
46
4
1
80
4
33
2
3
14
5
3
7
21
No
Travel_Frequently
847
Human Resources
8
4
Human Resources
1
3,774
1
Male
66
4
1
Manager
4
Married
30,114
903,420
0
Y
Yes
33
4
4
80
2
12
1
2
3
2
1
2
48
Yes
Non-Travel
602
Human Resources
45
1
Technical Degree
1
3,775
1
Female
47
1
5
Human Resources
4
Divorced
37,854
529,956
8
Y
Yes
29
2
3
80
3
7
4
2
2
2
1
2
31
Yes
Travel_Rarely
1,388
Research & Development
32
4
Life Sciences
1
3,776
1
Male
199
2
4
Manufacturing Director
3
Divorced
33,516
703,836
6
Y
Yes
33
4
4
80
3
38
1
2
17
2
10
7
35
No
Travel_Frequently
305
Sales
21
2
Marketing
1
3,777
2
Female
191
2
5
Research Director
2
Divorced
21,187
84,748
7
Y
Yes
1
2
2
80
2
9
5
3
7
4
2
6
49
No
Non-Travel
714
Software
7
1
Medical
1
3,778
4
Male
177
1
1
Research Director
1
Single
44,629
490,919
8
Y
Yes
27
4
4
80
4
36
5
4
5
1
5
1
51
No
Travel_Frequently
552
Hardware
37
5
Marketing
1
3,779
2
Male
168
4
3
Laboratory Technician
3
Married
43,744
743,648
8
Y
Yes
36
1
2
80
2
34
4
3
28
24
15
15
33
Yes
Non-Travel
455
Support
40
2
Marketing
1
3,780
2
Male
64
3
2
Research Director
3
Divorced
36,114
686,166
2
Y
No
11
3
2
80
4
3
2
1
2
2
2
1
29
No
Travel_Rarely
1,077
Support
13
3
Medical
1
3,781
4
Male
63
1
4
Human Resources
3
Married
41,088
451,968
5
Y
No
43
1
3
80
1
24
2
1
3
2
1
1
32
Yes
Non-Travel
280
Sales
37
2
Medical
1
3,782
1
Male
51
2
4
Sales Executive
2
Divorced
50,496
1,060,416
5
Y
No
3
4
3
80
4
20
6
2
1
1
1
1
29
No
Travel_Rarely
322
Hardware
12
1
Human Resources
1
3,783
1
Male
136
4
5
Healthcare Representative
1
Divorced
2,444
63,544
3
Y
No
42
1
2
80
2
23
3
3
11
4
4
4
19
No
Travel_Rarely
1,242
Sales
36
5
Marketing
1
3,784
3
Female
64
1
4
Human Resources
4
Married
36,759
808,698
2
Y
No
7
2
2
80
2
15
1
1
7
7
4
2
48
Yes
Travel_Frequently
772
Software
48
3
Medical
1
3,785
2
Male
44
4
5
Laboratory Technician
3
Married
34,548
1,036,440
6
Y
Yes
34
4
4
80
2
26
2
1
17
4
13
6
31
No
Travel_Rarely
305
Support
36
5
Medical
1
3,786
2
Male
43
2
1
Research Director
2
Single
42,610
980,030
3
Y
Yes
34
1
3
80
2
27
3
4
22
14
21
13
25
No
Non-Travel
655
Hardware
27
4
Other
1
3,787
1
Female
33
2
2
Sales Executive
3
Divorced
31,931
447,034
2
Y
No
43
4
1
80
1
36
5
1
8
7
7
6
52
Yes
Non-Travel
835
Sales
28
2
Medical
1
3,788
1
Male
46
3
5
Healthcare Representative
4
Married
29,588
295,880
7
Y
No
32
2
3
80
1
3
5
4
3
3
1
1
42
No
Travel_Rarely
160
Human Resources
40
3
Life Sciences
1
3,789
4
Male
169
4
1
Healthcare Representative
2
Married
14,590
423,110
2
Y
No
17
1
4
80
1
24
4
1
21
6
14
13
19
No
Travel_Frequently
1,222
Software
35
2
Life Sciences
1
3,790
1
Male
70
4
1
Sales Executive
1
Married
40,718
1,017,950
2
Y
No
8
3
4
80
4
10
1
4
9
4
4
5
54
Yes
Travel_Frequently
242
Hardware
31
5
Marketing
1
3,791
1
Male
196
4
4
Healthcare Representative
4
Married
6,481
12,962
0
Y
No
41
1
1
80
2
37
1
3
19
1
18
19
26
No
Travel_Rarely
1,146
Research & Development
25
1
Medical
1
3,792
2
Female
196
2
2
Laboratory Technician
2
Single
12,888
154,656
1
Y
No
37
3
1
80
4
1
6
4
1
1
1
1
35
Yes
Non-Travel
445
Software
46
4
Technical Degree
1
3,793
2
Male
125
4
5
Developer
4
Divorced
40,768
407,680
0
Y
Yes
4
3
2
80
2
30
1
2
22
12
19
11
49
Yes
Travel_Frequently
927
Sales
3
3
Marketing
1
3,794
1
Female
187
2
5
Developer
4
Married
38,641
734,179
3
Y
No
12
4
2
80
2
32
5
3
6
3
3
1
42
Yes
Travel_Frequently
1,132
Software
1
4
Medical
1
3,795
1
Female
110
3
2
Healthcare Representative
1
Married
40,266
40,266
8
Y
Yes
22
1
4
80
2
18
4
3
14
12
4
10
54
Yes
Travel_Frequently
578
Hardware
7
5
Technical Degree
1
3,796
3
Male
89
1
4
Human Resources
2
Married
44,568
579,384
0
Y
Yes
48
2
1
80
4
11
6
3
7
2
7
2
44
Yes
Travel_Rarely
442
Hardware
4
1
Technical Degree
1
3,797
4
Female
139
1
1
Sales Executive
3
Married
34,016
578,272
6
Y
Yes
27
4
2
80
2
12
6
1
12
3
12
1
54
Yes
Non-Travel
1,319
Research & Development
44
4
Marketing
1
3,798
3
Male
178
1
4
Research Director
3
Married
15,990
431,730
6
Y
No
31
3
1
80
1
16
4
4
3
2
3
1
43
No
Travel_Frequently
476
Hardware
41
3
Marketing
1
3,799
1
Female
85
2
4
Research Director
3
Single
33,438
501,570
8
Y
No
37
1
4
80
1
17
4
4
16
9
2
5
56
No
Non-Travel
1,441
Research & Development
10
3
Human Resources
1
3,800
1
Male
191
2
2
Developer
3
Divorced
10,121
70,847
1
Y
No
29
4
3
80
3
1
4
4
1
1
1
1