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
53
Yes
Non-Travel
684
Human Resources
28
1
Medical
1
1,101
1
Female
55
3
5
Manufacturing Director
1
Divorced
40,466
1,173,514
4
Y
Yes
34
2
3
80
3
36
4
4
22
5
10
14
21
Yes
Non-Travel
1,222
Human Resources
45
3
Technical Degree
1
1,102
2
Female
109
1
5
Sales Executive
1
Married
12,610
365,690
2
Y
No
8
2
1
80
1
40
4
2
22
19
1
6
47
No
Non-Travel
904
Support
7
3
Marketing
1
1,103
4
Male
129
2
1
Research Director
2
Married
28,595
200,165
8
Y
No
40
2
1
80
3
39
5
2
39
2
24
6
23
No
Non-Travel
258
Research & Development
19
1
Medical
1
1,104
4
Male
40
1
5
Sales Executive
4
Divorced
32,519
357,709
6
Y
No
41
3
1
80
3
22
5
4
15
5
7
5
52
No
Non-Travel
750
Support
1
2
Human Resources
1
1,105
1
Female
31
3
2
Human Resources
1
Single
14,808
370,200
6
Y
No
47
3
3
80
4
39
4
1
15
12
4
11
45
Yes
Non-Travel
1,153
Software
23
3
Human Resources
1
1,106
1
Male
128
2
2
Developer
4
Married
23,906
621,556
6
Y
Yes
20
4
4
80
4
13
5
4
4
2
1
3
38
No
Travel_Frequently
733
Human Resources
24
2
Marketing
1
1,107
1
Male
144
3
5
Human Resources
4
Single
9,223
212,129
0
Y
No
41
3
1
80
2
17
6
2
6
5
5
3
60
Yes
Travel_Frequently
371
Hardware
7
5
Technical Degree
1
1,108
4
Male
142
2
5
Laboratory Technician
2
Single
9,261
157,437
4
Y
Yes
27
4
3
80
3
35
3
1
22
20
13
14
50
No
Travel_Frequently
411
Hardware
38
4
Human Resources
1
1,109
2
Female
178
1
2
Developer
4
Single
17,253
465,831
6
Y
Yes
40
1
1
80
1
20
6
2
9
1
1
2
18
No
Non-Travel
1,227
Software
50
5
Human Resources
1
1,110
3
Male
195
3
5
Laboratory Technician
4
Married
40,116
802,320
6
Y
No
11
1
3
80
1
12
3
4
2
1
1
1
19
Yes
Non-Travel
1,416
Sales
31
5
Technical Degree
1
1,111
2
Male
33
2
4
Research Director
2
Single
3,245
58,410
8
Y
No
49
2
4
80
2
28
2
3
4
3
4
2
46
No
Travel_Rarely
999
Support
22
2
Human Resources
1
1,112
4
Female
102
4
4
Laboratory Technician
1
Single
47,708
1,240,408
4
Y
Yes
38
2
1
80
1
32
3
4
16
12
14
10
36
Yes
Non-Travel
927
Software
14
1
Life Sciences
1
1,113
1
Female
66
2
4
Human Resources
3
Married
49,642
1,042,482
6
Y
No
0
3
1
80
4
17
2
4
9
6
7
7
60
No
Travel_Rarely
1,073
Software
48
1
Other
1
1,114
4
Male
49
1
2
Healthcare Representative
3
Divorced
36,799
331,191
2
Y
Yes
41
3
3
80
3
7
1
3
7
1
7
6
49
Yes
Travel_Frequently
571
Sales
32
2
Human Resources
1
1,115
1
Female
56
3
4
Human Resources
4
Married
10,082
282,296
4
Y
No
5
2
4
80
1
24
4
3
7
6
7
5
34
No
Travel_Rarely
501
Hardware
31
2
Technical Degree
1
1,116
4
Female
192
4
3
Research Director
2
Divorced
39,851
836,871
6
Y
No
11
4
1
80
2
25
4
4
11
8
10
10
29
Yes
Non-Travel
1,479
Hardware
31
5
Marketing
1
1,117
1
Male
73
2
3
Human Resources
4
Divorced
17,380
347,600
4
Y
No
3
1
3
80
1
19
1
2
17
16
15
9
25
No
Travel_Frequently
952
Research & Development
47
2
Technical Degree
1
1,118
4
Male
92
4
4
Healthcare Representative
2
Divorced
11,242
112,420
3
Y
No
26
2
4
80
2
19
5
4
9
7
4
9
60
Yes
Travel_Frequently
1,383
Hardware
19
3
Other
1
1,119
4
Female
75
2
4
Sales Representative
1
Divorced
19,833
337,161
5
Y
Yes
46
3
1
80
3
7
1
2
5
1
3
2
51
Yes
Travel_Rarely
929
Software
36
1
Technical Degree
1
1,120
2
Female
155
4
5
Sales Executive
3
Single
3,703
99,981
7
Y
Yes
43
4
2
80
3
28
4
1
1
1
1
1
44
Yes
Non-Travel
188
Support
8
2
Technical Degree
1
1,121
1
Male
174
3
1
Research Director
4
Single
31,780
730,940
0
Y
Yes
1
1
3
80
2
24
2
2
7
3
6
4
23
No
Non-Travel
954
Sales
18
3
Medical
1
1,122
1
Female
81
1
2
Sales Representative
3
Married
31,678
126,712
6
Y
No
31
4
2
80
3
15
2
3
1
1
1
1
54
Yes
Non-Travel
1,198
Sales
8
5
Human Resources
1
1,123
1
Female
158
3
2
Human Resources
3
Married
46,861
1,124,664
0
Y
No
20
1
3
80
4
33
5
1
27
22
26
10
23
Yes
Travel_Rarely
1,083
Hardware
45
2
Other
1
1,124
4
Female
145
4
1
Human Resources
3
Divorced
38,774
504,062
1
Y
No
32
4
4
80
2
4
4
4
3
2
1
1
52
No
Travel_Frequently
1,108
Research & Development
14
4
Marketing
1
1,125
2
Female
147
4
4
Human Resources
2
Single
24,906
572,838
0
Y
Yes
30
1
3
80
3
35
1
4
15
7
2
15
36
No
Travel_Rarely
535
Software
31
2
Other
1
1,126
1
Male
92
3
5
Sales Representative
2
Divorced
49,009
98,018
6
Y
Yes
17
1
1
80
2
21
1
2
3
3
3
1
18
Yes
Non-Travel
1,486
Human Resources
40
2
Technical Degree
1
1,127
1
Female
32
2
5
Sales Executive
1
Married
25,893
621,432
5
Y
No
30
2
3
80
1
33
5
4
33
4
22
18
41
Yes
Travel_Rarely
1,134
Software
8
2
Technical Degree
1
1,128
2
Male
163
1
1
Sales Representative
1
Divorced
44,035
396,315
6
Y
Yes
33
4
3
80
3
13
4
1
12
8
1
6
58
Yes
Travel_Rarely
535
Support
28
3
Human Resources
1
1,129
2
Female
155
4
5
Healthcare Representative
1
Single
26,918
457,606
6
Y
No
20
1
4
80
3
17
1
2
3
1
1
3
28
No
Travel_Frequently
1,210
Research & Development
16
5
Human Resources
1
1,130
1
Male
150
3
3
Human Resources
1
Single
21,019
84,076
1
Y
No
1
2
4
80
4
39
3
3
8
2
2
5
56
Yes
Non-Travel
1,338
Hardware
41
5
Human Resources
1
1,131
2
Male
120
1
3
Laboratory Technician
1
Single
20,609
535,834
7
Y
No
21
2
1
80
4
34
2
1
27
13
22
25
49
Yes
Travel_Frequently
585
Hardware
8
1
Marketing
1
1,132
4
Female
59
4
4
Sales Executive
2
Married
48,388
1,016,148
1
Y
Yes
23
4
1
80
1
23
2
4
4
4
4
1
38
No
Travel_Rarely
304
Human Resources
8
2
Other
1
1,133
1
Male
174
1
1
Healthcare Representative
4
Divorced
5,918
130,196
2
Y
No
26
3
4
80
1
35
2
1
20
20
7
10
21
No
Travel_Rarely
1,188
Human Resources
42
3
Medical
1
1,134
1
Female
77
2
5
Healthcare Representative
4
Married
49,098
932,862
6
Y
Yes
33
1
1
80
3
17
5
1
10
6
10
10
23
No
Travel_Rarely
1,120
Hardware
49
4
Other
1
1,135
3
Female
48
1
3
Developer
2
Divorced
44,741
536,892
0
Y
Yes
41
4
3
80
1
3
1
1
2
1
1
2
51
No
Non-Travel
794
Sales
25
2
Technical Degree
1
1,136
2
Male
82
1
1
Healthcare Representative
3
Single
3,638
54,570
2
Y
Yes
37
1
1
80
2
1
5
4
1
1
1
1
35
No
Non-Travel
403
Human Resources
20
4
Technical Degree
1
1,137
4
Male
156
3
5
Manufacturing Director
2
Divorced
20,288
284,032
8
Y
No
12
2
2
80
4
29
2
3
19
4
7
4
47
Yes
Non-Travel
172
Research & Development
6
5
Medical
1
1,138
1
Male
68
1
1
Developer
2
Married
27,454
356,902
6
Y
Yes
33
4
1
80
3
30
1
4
5
5
5
5
25
No
Travel_Rarely
876
Research & Development
46
2
Life Sciences
1
1,139
4
Female
110
3
1
Manufacturing Director
3
Married
45,659
1,004,498
5
Y
No
17
1
4
80
4
8
2
4
7
4
5
4
30
No
Travel_Rarely
828
Support
4
1
Life Sciences
1
1,140
1
Male
109
2
4
Developer
3
Married
39,958
919,034
7
Y
Yes
6
3
2
80
2
17
1
4
12
7
1
11
40
Yes
Travel_Rarely
358
Research & Development
30
1
Human Resources
1
1,141
1
Male
54
2
3
Sales Representative
3
Divorced
33,538
670,760
1
Y
Yes
12
4
1
80
1
12
2
2
12
11
9
12
35
Yes
Travel_Frequently
292
Human Resources
38
3
Human Resources
1
1,142
2
Male
110
2
2
Human Resources
3
Divorced
4,841
140,389
2
Y
Yes
36
2
2
80
1
24
3
3
12
6
6
7
31
Yes
Travel_Frequently
484
Support
10
2
Life Sciences
1
1,143
2
Female
34
3
5
Human Resources
1
Married
50,473
656,149
2
Y
Yes
30
3
3
80
4
37
5
3
11
7
3
1
48
No
Travel_Frequently
688
Software
38
2
Medical
1
1,144
3
Female
115
3
3
Research Director
1
Married
33,858
914,166
7
Y
No
14
4
3
80
4
40
2
3
3
1
2
3
56
No
Travel_Rarely
961
Hardware
11
4
Other
1
1,145
2
Male
69
1
2
Human Resources
1
Single
41,649
249,894
1
Y
Yes
37
1
2
80
1
27
3
3
20
17
10
12
40
No
Non-Travel
399
Research & Development
11
5
Human Resources
1
1,146
2
Female
131
1
3
Developer
3
Married
8,771
17,542
7
Y
Yes
9
3
4
80
1
24
4
4
4
2
3
1
51
Yes
Non-Travel
155
Sales
31
5
Medical
1
1,147
3
Male
188
4
1
Research Director
2
Single
24,621
566,283
6
Y
Yes
20
1
2
80
4
25
5
4
14
7
1
11
58
No
Travel_Frequently
673
Hardware
17
4
Human Resources
1
1,148
3
Male
165
1
4
Developer
4
Married
38,655
695,790
4
Y
Yes
18
3
2
80
2
22
5
1
18
7
11
17
53
Yes
Travel_Rarely
744
Research & Development
10
5
Medical
1
1,149
4
Male
77
1
5
Manufacturing Director
2
Divorced
12,916
284,152
8
Y
No
6
4
1
80
3
4
6
3
1
1
1
1
23
No
Travel_Rarely
503
Research & Development
23
3
Life Sciences
1
1,150
4
Female
186
2
5
Research Director
2
Married
32,232
547,944
2
Y
No
21
3
3
80
1
16
1
2
5
5
1
4
24
Yes
Travel_Frequently
1,291
Human Resources
25
3
Marketing
1
1,151
4
Male
94
2
3
Healthcare Representative
4
Married
42,967
558,571
2
Y
No
38
3
2
80
2
13
3
2
12
2
1
12
30
Yes
Non-Travel
1,093
Hardware
35
4
Life Sciences
1
1,152
4
Female
117
4
1
Sales Executive
3
Divorced
27,441
384,174
1
Y
Yes
26
3
2
80
2
31
4
4
30
15
18
28
47
Yes
Travel_Rarely
1,213
Sales
30
1
Medical
1
1,153
1
Male
132
3
5
Developer
4
Divorced
40,294
402,940
1
Y
No
37
3
2
80
3
16
5
2
8
3
2
5
60
Yes
Travel_Frequently
968
Software
33
2
Life Sciences
1
1,154
1
Male
179
4
3
Sales Representative
2
Single
32,913
427,869
5
Y
No
32
2
3
80
4
10
5
1
5
2
4
3
20
Yes
Travel_Rarely
681
Sales
30
2
Technical Degree
1
1,155
3
Female
56
1
1
Manufacturing Director
4
Married
23,390
350,850
0
Y
Yes
19
2
4
80
3
29
5
4
14
5
11
1
37
Yes
Travel_Rarely
935
Human Resources
10
3
Life Sciences
1
1,156
3
Female
45
4
4
Research Scientist
1
Single
48,555
728,325
8
Y
Yes
42
2
2
80
2
38
5
3
4
1
3
3
34
Yes
Non-Travel
1,220
Research & Development
21
4
Technical Degree
1
1,157
3
Female
151
1
5
Sales Representative
3
Single
6,236
143,428
4
Y
No
45
2
4
80
2
36
6
2
24
10
5
17
57
No
Travel_Rarely
647
Research & Development
18
1
Other
1
1,158
4
Male
138
4
3
Manager
3
Single
44,917
134,751
1
Y
No
43
4
2
80
4
26
1
3
15
7
12
12
23
Yes
Travel_Frequently
461
Sales
2
2
Medical
1
1,159
3
Male
103
3
1
Manager
2
Married
22,883
549,192
1
Y
No
17
2
3
80
4
32
1
1
14
10
4
12
57
No
Non-Travel
1,080
Sales
18
5
Technical Degree
1
1,160
4
Male
191
2
5
Manager
3
Divorced
43,545
174,180
6
Y
Yes
16
2
3
80
2
29
3
3
12
1
11
8
56
No
Travel_Rarely
1,497
Hardware
36
1
Life Sciences
1
1,161
4
Male
159
4
4
Sales Representative
3
Divorced
10,045
210,945
7
Y
No
13
3
1
80
1
15
3
2
9
4
9
9
22
No
Travel_Rarely
978
Support
34
3
Marketing
1
1,162
3
Male
191
1
5
Sales Representative
2
Married
2,983
80,541
6
Y
Yes
3
1
3
80
4
20
2
4
12
5
11
10
23
Yes
Travel_Rarely
213
Hardware
25
1
Human Resources
1
1,163
1
Male
165
1
4
Laboratory Technician
4
Single
46,141
276,846
3
Y
No
1
2
3
80
3
12
1
2
3
3
3
1
43
No
Non-Travel
870
Human Resources
43
4
Technical Degree
1
1,164
4
Female
114
2
3
Research Scientist
1
Married
27,642
331,704
5
Y
Yes
22
4
1
80
3
9
6
3
7
7
1
2
57
No
Travel_Frequently
1,130
Research & Development
1
5
Technical Degree
1
1,165
2
Female
58
1
3
Manufacturing Director
2
Single
7,711
123,376
0
Y
Yes
11
3
2
80
4
17
3
4
7
7
4
2
58
Yes
Travel_Frequently
621
Support
42
3
Medical
1
1,166
2
Male
71
1
1
Manufacturing Director
1
Divorced
29,201
846,829
4
Y
No
42
2
2
80
1
5
4
2
4
3
3
1
32
Yes
Travel_Rarely
623
Support
37
3
Marketing
1
1,167
1
Male
128
1
4
Manager
2
Married
16,660
233,240
6
Y
No
10
3
1
80
4
34
4
1
9
7
2
4
48
Yes
Travel_Frequently
619
Software
28
4
Human Resources
1
1,168
1
Female
90
4
5
Developer
2
Divorced
32,729
360,019
7
Y
Yes
29
1
4
80
2
20
2
2
6
3
6
6
21
Yes
Non-Travel
1,387
Human Resources
42
2
Marketing
1
1,169
1
Male
133
3
5
Human Resources
4
Divorced
14,257
14,257
5
Y
No
45
1
4
80
1
39
4
4
22
10
19
8
60
Yes
Non-Travel
250
Support
5
5
Medical
1
1,170
3
Female
34
3
4
Sales Representative
1
Single
32,235
161,175
4
Y
No
47
1
1
80
2
37
1
2
15
1
8
3
33
No
Travel_Frequently
476
Hardware
18
3
Other
1
1,171
4
Female
94
4
3
Sales Representative
4
Single
10,329
82,632
7
Y
No
29
4
4
80
1
37
5
2
34
5
3
20
52
Yes
Travel_Frequently
283
Hardware
3
2
Medical
1
1,172
1
Male
175
1
1
Human Resources
3
Married
12,807
256,140
2
Y
No
48
3
2
80
2
1
5
2
1
1
1
1
26
Yes
Travel_Frequently
1,500
Software
30
1
Life Sciences
1
1,173
4
Female
52
4
3
Human Resources
2
Married
18,585
297,360
5
Y
Yes
3
2
2
80
2
3
5
4
1
1
1
1
28
No
Non-Travel
696
Research & Development
32
5
Other
1
1,174
2
Female
104
1
3
Human Resources
4
Married
19,042
304,672
3
Y
Yes
19
3
2
80
4
2
2
4
1
1
1
1
54
No
Non-Travel
1,017
Support
35
2
Other
1
1,175
2
Male
178
3
1
Developer
3
Married
1,521
15,210
7
Y
Yes
21
3
2
80
1
20
3
3
12
12
3
8
26
Yes
Travel_Frequently
1,275
Software
17
5
Human Resources
1
1,176
3
Female
157
1
2
Manufacturing Director
4
Single
11,963
227,297
2
Y
Yes
38
3
2
80
1
25
6
2
24
6
18
24
49
No
Travel_Rarely
388
Research & Development
39
4
Other
1
1,177
1
Female
131
1
4
Research Scientist
1
Divorced
10,817
108,170
8
Y
Yes
23
4
4
80
1
39
5
4
29
12
23
14
41
No
Travel_Rarely
1,430
Human Resources
47
4
Other
1
1,178
2
Male
56
1
1
Sales Executive
1
Married
19,085
438,955
6
Y
No
33
3
4
80
3
13
3
2
13
3
12
13
56
No
Travel_Rarely
850
Support
10
5
Human Resources
1
1,179
1
Female
172
4
2
Developer
2
Married
21,692
607,376
3
Y
Yes
20
1
3
80
3
19
4
1
1
1
1
1
40
No
Travel_Frequently
227
Research & Development
30
4
Other
1
1,180
4
Male
65
1
4
Healthcare Representative
3
Married
44,843
448,430
0
Y
Yes
24
4
3
80
1
23
6
3
22
10
14
15
47
No
Non-Travel
142
Software
6
5
Human Resources
1
1,181
3
Female
91
4
3
Laboratory Technician
3
Single
22,137
154,959
2
Y
Yes
18
2
3
80
2
15
1
1
6
1
1
1
34
No
Travel_Frequently
813
Support
17
1
Other
1
1,182
4
Male
111
1
3
Manufacturing Director
2
Divorced
21,057
610,653
8
Y
Yes
11
3
4
80
2
23
1
2
19
13
19
8
29
Yes
Non-Travel
991
Sales
38
3
Technical Degree
1
1,183
3
Female
111
4
4
Healthcare Representative
2
Single
30,469
609,380
0
Y
Yes
44
2
3
80
2
32
6
1
6
5
5
2
47
Yes
Travel_Rarely
1,312
Hardware
27
1
Marketing
1
1,184
1
Male
43
3
5
Manager
2
Married
39,619
1,148,951
7
Y
No
23
4
1
80
3
38
4
3
22
10
11
2
44
No
Non-Travel
1,445
Research & Development
22
1
Other
1
1,185
4
Female
59
2
4
Developer
3
Divorced
27,140
379,960
6
Y
Yes
18
4
3
80
1
40
2
1
15
1
1
14
54
No
Non-Travel
881
Software
41
4
Human Resources
1
1,186
1
Female
150
4
4
Laboratory Technician
1
Divorced
22,100
486,200
7
Y
No
8
2
4
80
1
5
3
1
3
3
2
3
25
No
Travel_Rarely
475
Hardware
27
4
Marketing
1
1,187
1
Female
194
2
5
Research Director
2
Single
49,248
738,720
4
Y
No
13
2
4
80
2
21
2
1
16
14
3
11
53
No
Travel_Frequently
902
Research & Development
37
2
Marketing
1
1,188
2
Female
83
3
1
Laboratory Technician
4
Single
43,455
912,555
5
Y
Yes
45
2
3
80
1
8
1
2
4
2
2
4
58
No
Travel_Frequently
754
Software
17
3
Other
1
1,189
3
Male
93
4
1
Sales Executive
1
Divorced
8,672
190,784
2
Y
Yes
21
1
2
80
4
18
2
1
6
6
2
2
55
Yes
Travel_Frequently
1,287
Software
50
2
Technical Degree
1
1,190
2
Male
153
3
5
Sales Executive
2
Married
39,520
553,280
8
Y
No
13
2
2
80
1
16
4
4
11
11
10
5
25
Yes
Travel_Frequently
703
Human Resources
46
4
Other
1
1,191
1
Male
68
4
1
Manufacturing Director
3
Married
7,287
174,888
8
Y
No
35
4
3
80
4
12
6
3
8
6
2
7
53
Yes
Non-Travel
590
Hardware
14
3
Medical
1
1,192
3
Female
160
3
1
Sales Representative
2
Married
40,479
445,269
7
Y
No
41
4
3
80
2
5
3
4
4
4
4
3
38
Yes
Travel_Rarely
431
Software
17
3
Life Sciences
1
1,193
2
Male
80
2
5
Manager
3
Married
35,176
633,168
8
Y
No
7
4
3
80
1
6
3
2
2
1
2
1
47
No
Non-Travel
591
Research & Development
26
5
Medical
1
1,194
1
Male
179
3
1
Manager
3
Divorced
35,007
980,196
7
Y
No
11
3
3
80
4
1
3
3
1
1
1
1
32
No
Non-Travel
352
Research & Development
38
4
Technical Degree
1
1,195
4
Male
198
2
3
Sales Executive
3
Married
50,297
50,297
4
Y
Yes
49
3
4
80
1
40
4
2
10
4
5
4
53
Yes
Non-Travel
952
Sales
38
5
Life Sciences
1
1,196
1
Male
50
2
4
Human Resources
2
Single
32,250
838,500
1
Y
No
25
3
1
80
4
33
1
3
10
7
6
6
27
No
Travel_Frequently
1,016
Human Resources
16
2
Human Resources
1
1,197
3
Male
194
4
4
Manufacturing Director
1
Single
50,531
252,655
5
Y
No
20
3
2
80
4
27
5
2
16
6
13
7
44
No
Non-Travel
702
Research & Development
26
4
Human Resources
1
1,198
3
Male
44
3
3
Manufacturing Director
1
Single
1,357
39,353
3
Y
No
6
3
1
80
4
1
6
2
1
1
1
1
48
Yes
Non-Travel
421
Support
44
3
Human Resources
1
1,199
4
Female
43
2
4
Sales Executive
4
Divorced
11,541
138,492
0
Y
No
39
4
3
80
1
24
2
2
1
1
1
1
22
Yes
Travel_Rarely
1,265
Support
20
2
Marketing
1
1,200
4
Male
59
3
2
Manufacturing Director
2
Married
30,729
338,019
1
Y
Yes
2
2
4
80
1
6
2
4
4
1
3
3