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
41
No
Travel_Frequently
347
Software
1
2
Other
1
3,101
1
Female
101
2
4
Laboratory Technician
4
Divorced
48,482
484,820
0
Y
Yes
16
2
3
80
4
35
3
2
18
7
5
16
25
Yes
Non-Travel
1,366
Research & Development
2
2
Technical Degree
1
3,102
4
Male
164
4
4
Manager
3
Single
43,900
43,900
3
Y
Yes
6
4
3
80
3
33
6
2
20
1
10
17
39
No
Non-Travel
1,397
Software
16
2
Medical
1
3,103
4
Female
162
2
5
Manager
1
Married
4,674
9,348
2
Y
Yes
6
3
4
80
1
4
1
1
2
2
1
1
18
No
Non-Travel
1,233
Support
3
5
Other
1
3,104
2
Female
43
4
4
Research Director
2
Married
21,639
281,307
2
Y
No
0
2
4
80
2
34
3
4
28
22
7
17
41
Yes
Travel_Rarely
1,161
Software
47
1
Technical Degree
1
3,105
4
Female
141
3
2
Research Scientist
2
Divorced
17,688
300,696
7
Y
No
41
1
4
80
3
9
3
2
8
8
3
6
36
No
Non-Travel
1,021
Software
30
3
Life Sciences
1
3,106
1
Male
98
4
1
Research Scientist
1
Single
31,094
932,820
4
Y
No
6
1
4
80
3
5
3
3
2
1
1
2
59
Yes
Non-Travel
1,055
Research & Development
48
2
Technical Degree
1
3,107
4
Female
175
1
2
Sales Representative
1
Divorced
3,330
96,570
7
Y
Yes
20
4
4
80
3
10
1
3
8
3
7
1
57
No
Non-Travel
597
Support
27
2
Technical Degree
1
3,108
1
Male
47
4
4
Laboratory Technician
1
Single
12,651
113,859
4
Y
Yes
8
4
3
80
3
16
4
1
13
11
9
12
50
Yes
Travel_Rarely
290
Sales
22
1
Human Resources
1
3,109
4
Female
131
3
2
Human Resources
3
Divorced
10,005
20,010
0
Y
No
43
2
1
80
3
35
4
3
15
8
14
11
41
Yes
Travel_Frequently
327
Sales
24
1
Technical Degree
1
3,110
3
Male
191
3
5
Research Director
2
Single
31,637
158,185
3
Y
Yes
20
4
3
80
3
35
4
3
35
32
1
7
19
No
Travel_Frequently
169
Software
47
1
Medical
1
3,111
1
Female
126
1
1
Manager
3
Single
21,421
342,736
8
Y
No
31
4
3
80
3
5
3
4
2
1
2
1
21
Yes
Travel_Frequently
838
Support
19
3
Life Sciences
1
3,112
3
Female
196
1
2
Sales Representative
4
Single
49,293
1,429,497
5
Y
Yes
38
4
3
80
3
40
2
2
29
3
18
20
58
No
Non-Travel
1,278
Hardware
31
5
Life Sciences
1
3,113
1
Male
81
3
4
Human Resources
4
Divorced
42,313
592,382
4
Y
No
24
2
1
80
1
9
5
3
5
5
2
1
23
Yes
Travel_Frequently
251
Sales
37
2
Technical Degree
1
3,114
1
Male
177
3
4
Research Director
2
Married
24,409
97,636
4
Y
No
23
1
3
80
3
4
6
3
4
4
1
3
58
Yes
Travel_Frequently
347
Support
47
5
Other
1
3,115
4
Female
135
3
1
Sales Executive
3
Married
15,598
280,764
3
Y
No
15
2
1
80
4
31
1
1
19
17
19
5
29
No
Non-Travel
1,090
Hardware
45
4
Human Resources
1
3,116
3
Female
152
4
1
Healthcare Representative
4
Divorced
12,811
204,976
5
Y
Yes
8
4
2
80
3
12
3
2
12
3
7
7
43
No
Non-Travel
944
Hardware
22
4
Other
1
3,117
3
Male
31
1
4
Research Scientist
3
Single
31,929
415,077
2
Y
Yes
27
2
1
80
4
13
2
4
3
2
1
2
32
Yes
Travel_Frequently
209
Research & Development
25
3
Human Resources
1
3,118
3
Male
144
1
1
Manager
3
Divorced
44,390
443,900
3
Y
No
37
1
2
80
3
27
1
4
26
9
18
6
38
No
Non-Travel
621
Hardware
6
4
Technical Degree
1
3,119
2
Female
82
3
2
Healthcare Representative
4
Divorced
5,058
20,232
6
Y
No
15
4
2
80
3
38
6
1
12
7
5
8
55
No
Travel_Frequently
1,283
Hardware
26
5
Human Resources
1
3,120
3
Male
195
4
2
Sales Representative
3
Divorced
19,853
536,031
8
Y
No
4
4
1
80
4
12
6
2
2
1
1
2
57
No
Travel_Frequently
219
Hardware
13
1
Human Resources
1
3,121
1
Male
35
1
1
Developer
2
Single
48,957
685,398
8
Y
Yes
16
2
3
80
4
19
6
2
8
3
4
1
54
Yes
Travel_Rarely
1,456
Sales
35
4
Medical
1
3,122
4
Male
80
3
1
Manufacturing Director
4
Married
31,887
733,401
8
Y
No
15
2
2
80
3
33
6
1
17
15
15
15
36
Yes
Travel_Rarely
1,451
Software
42
2
Medical
1
3,123
4
Male
45
2
1
Laboratory Technician
1
Single
5,143
72,002
4
Y
No
11
4
3
80
4
10
3
3
9
7
7
6
60
No
Travel_Frequently
817
Support
13
1
Life Sciences
1
3,124
2
Male
105
2
3
Developer
2
Divorced
27,934
474,878
2
Y
No
23
4
1
80
1
33
4
2
29
19
20
2
25
Yes
Travel_Frequently
1,323
Sales
36
2
Other
1
3,125
1
Male
194
1
4
Manufacturing Director
4
Married
31,125
871,500
8
Y
No
36
1
2
80
1
38
4
3
8
4
3
7
25
Yes
Travel_Frequently
1,022
Research & Development
7
2
Marketing
1
3,126
4
Male
152
1
5
Laboratory Technician
3
Married
44,244
530,928
6
Y
Yes
38
4
1
80
2
39
5
2
8
3
5
1
48
Yes
Travel_Rarely
678
Support
28
1
Other
1
3,127
3
Male
91
3
4
Laboratory Technician
2
Married
23,430
210,870
8
Y
Yes
3
3
4
80
3
19
3
2
9
9
7
8
57
Yes
Travel_Frequently
371
Software
17
1
Medical
1
3,128
2
Male
140
2
5
Research Scientist
3
Married
3,411
47,754
7
Y
Yes
27
1
2
80
3
15
3
3
15
10
5
12
26
Yes
Non-Travel
1,083
Human Resources
39
2
Medical
1
3,129
3
Female
43
3
2
Sales Executive
2
Married
11,132
211,508
1
Y
No
22
1
4
80
4
3
6
4
1
1
1
1
19
No
Non-Travel
1,413
Hardware
40
4
Human Resources
1
3,130
1
Female
166
3
4
Human Resources
2
Divorced
30,068
691,564
7
Y
Yes
32
1
2
80
1
24
2
1
14
3
8
13
34
Yes
Travel_Frequently
1,032
Sales
11
1
Marketing
1
3,131
2
Female
117
2
4
Healthcare Representative
1
Divorced
18,328
183,280
4
Y
Yes
11
4
1
80
2
14
6
3
14
3
5
13
44
No
Travel_Frequently
1,270
Sales
9
4
Marketing
1
3,132
1
Female
182
1
3
Research Director
1
Divorced
1,942
15,536
1
Y
Yes
11
4
2
80
3
12
4
2
3
3
2
2
27
No
Travel_Rarely
1,426
Support
12
4
Technical Degree
1
3,133
3
Male
33
4
2
Research Director
3
Divorced
6,493
25,972
5
Y
No
31
1
4
80
2
22
4
4
10
1
9
5
25
No
Travel_Rarely
1,043
Hardware
18
4
Medical
1
3,134
4
Female
101
3
3
Research Scientist
4
Divorced
15,941
334,761
3
Y
No
37
3
3
80
4
21
4
3
7
7
3
7
24
No
Travel_Frequently
1,177
Human Resources
31
3
Other
1
3,135
4
Female
67
4
4
Developer
1
Divorced
20,167
544,509
4
Y
Yes
29
2
3
80
3
20
1
3
8
1
6
7
44
Yes
Travel_Frequently
1,003
Sales
25
4
Technical Degree
1
3,136
4
Female
118
2
5
Healthcare Representative
1
Divorced
11,466
183,456
4
Y
Yes
36
2
2
80
4
4
3
1
1
1
1
1
58
No
Travel_Frequently
595
Software
8
1
Medical
1
3,137
2
Male
151
1
5
Research Director
4
Single
21,880
590,760
0
Y
Yes
28
2
2
80
1
40
4
1
19
2
12
11
30
Yes
Travel_Frequently
427
Research & Development
50
3
Marketing
1
3,138
2
Male
168
2
5
Developer
3
Single
5,645
73,385
5
Y
No
46
3
1
80
4
17
1
1
8
5
2
2
19
Yes
Travel_Rarely
1,120
Human Resources
7
1
Other
1
3,139
4
Female
200
4
4
Manager
1
Single
14,796
29,592
1
Y
Yes
49
4
3
80
3
21
4
4
20
16
3
12
27
No
Non-Travel
284
Hardware
39
2
Life Sciences
1
3,140
4
Male
93
3
5
Developer
2
Divorced
7,662
176,226
6
Y
Yes
21
3
4
80
1
3
6
1
2
1
1
1
47
No
Non-Travel
136
Sales
43
4
Medical
1
3,141
4
Male
118
3
3
Human Resources
4
Divorced
13,967
83,802
4
Y
No
41
1
2
80
1
26
4
4
11
8
7
2
33
No
Travel_Frequently
323
Research & Development
24
3
Life Sciences
1
3,142
4
Male
61
2
2
Developer
2
Married
41,877
1,046,925
4
Y
No
6
2
4
80
3
21
4
3
1
1
1
1
27
Yes
Non-Travel
962
Sales
43
3
Other
1
3,143
2
Female
31
3
4
Sales Representative
1
Single
39,676
912,548
2
Y
Yes
41
1
3
80
3
18
2
1
13
13
5
3
47
Yes
Travel_Rarely
675
Sales
45
3
Technical Degree
1
3,144
3
Male
126
2
5
Manager
2
Divorced
21,923
613,844
7
Y
No
44
3
3
80
2
8
1
1
8
8
5
6
25
No
Travel_Rarely
1,021
Research & Development
47
3
Human Resources
1
3,145
2
Female
150
4
1
Manufacturing Director
2
Divorced
18,774
300,384
3
Y
Yes
27
3
2
80
3
23
2
2
13
9
13
12
18
No
Travel_Rarely
222
Software
19
3
Other
1
3,146
1
Male
129
4
2
Sales Executive
1
Single
30,469
914,070
3
Y
No
27
1
3
80
1
24
3
3
22
21
4
9
33
Yes
Travel_Rarely
1,403
Support
30
3
Other
1
3,147
1
Male
42
2
5
Laboratory Technician
2
Divorced
42,472
424,720
1
Y
No
4
2
2
80
2
17
6
1
15
5
15
9
18
Yes
Non-Travel
1,143
Human Resources
6
1
Marketing
1
3,148
1
Male
100
4
2
Research Scientist
3
Married
21,826
632,954
4
Y
Yes
17
3
1
80
4
6
1
1
4
3
1
3
21
No
Travel_Rarely
124
Human Resources
36
3
Marketing
1
3,149
3
Female
40
2
4
Human Resources
2
Married
41,510
373,590
4
Y
No
43
1
1
80
3
34
1
1
9
4
5
6
30
No
Travel_Frequently
1,387
Human Resources
36
3
Technical Degree
1
3,150
4
Male
200
2
2
Laboratory Technician
4
Single
27,106
813,180
6
Y
No
7
1
3
80
1
6
1
2
6
4
6
1
54
No
Travel_Rarely
389
Support
29
5
Medical
1
3,151
2
Female
31
3
4
Laboratory Technician
3
Married
2,148
12,888
8
Y
No
23
4
4
80
1
26
1
2
10
10
4
9
46
No
Travel_Frequently
582
Support
10
1
Marketing
1
3,152
2
Male
151
1
3
Sales Executive
2
Married
4,095
118,755
3
Y
No
13
1
4
80
4
29
1
2
8
2
1
2
31
Yes
Travel_Rarely
1,058
Research & Development
38
5
Other
1
3,153
1
Male
176
3
4
Sales Executive
2
Married
8,918
151,606
3
Y
Yes
45
1
1
80
1
4
4
4
3
3
2
3
47
No
Non-Travel
445
Hardware
33
1
Medical
1
3,154
4
Female
152
4
2
Human Resources
3
Single
36,546
1,096,380
6
Y
Yes
18
3
2
80
1
40
4
3
31
15
20
11
44
No
Travel_Frequently
1,327
Support
2
3
Medical
1
3,155
3
Male
55
3
1
Sales Executive
2
Married
12,562
351,736
3
Y
Yes
36
2
4
80
4
21
6
1
16
10
12
10
51
No
Travel_Rarely
677
Research & Development
43
1
Human Resources
1
3,156
4
Female
66
2
3
Human Resources
4
Divorced
50,075
1,502,250
4
Y
No
8
4
4
80
3
21
3
3
7
4
6
4
22
Yes
Travel_Frequently
141
Support
39
4
Human Resources
1
3,157
2
Female
30
1
2
Manager
1
Married
34,117
272,936
4
Y
Yes
31
1
1
80
1
15
4
1
8
1
8
8
33
Yes
Non-Travel
128
Hardware
34
2
Human Resources
1
3,158
2
Male
189
3
2
Human Resources
1
Married
24,338
365,070
5
Y
No
8
2
3
80
2
38
3
3
19
18
14
4
60
No
Travel_Rarely
622
Hardware
14
5
Other
1
3,159
2
Male
54
2
3
Sales Representative
4
Married
28,556
371,228
2
Y
Yes
24
1
1
80
4
2
4
2
1
1
1
1
36
Yes
Non-Travel
716
Support
19
4
Life Sciences
1
3,160
4
Female
89
1
5
Developer
2
Single
43,698
1,310,940
4
Y
No
38
2
4
80
3
24
6
4
16
15
7
7
47
No
Travel_Rarely
737
Support
40
3
Marketing
1
3,161
2
Female
111
1
5
Developer
1
Single
43,948
571,324
3
Y
No
14
1
2
80
3
7
3
3
6
5
6
4
44
No
Travel_Frequently
764
Software
36
2
Human Resources
1
3,162
2
Female
135
2
3
Healthcare Representative
4
Single
41,041
1,149,148
7
Y
No
9
2
4
80
1
32
1
1
11
9
2
10
54
Yes
Travel_Rarely
798
Human Resources
43
3
Marketing
1
3,163
1
Male
32
2
1
Human Resources
4
Divorced
24,554
319,202
7
Y
No
3
4
1
80
4
22
2
4
13
1
12
11
32
No
Non-Travel
1,163
Hardware
31
4
Medical
1
3,164
1
Male
65
4
3
Manufacturing Director
1
Divorced
1,954
48,850
6
Y
Yes
16
3
4
80
1
32
5
2
31
22
31
5
20
Yes
Travel_Frequently
1,324
Support
19
3
Other
1
3,165
2
Female
198
3
4
Laboratory Technician
3
Single
18,814
545,606
4
Y
Yes
44
4
3
80
4
27
5
1
13
3
8
7
41
Yes
Travel_Frequently
515
Human Resources
44
5
Life Sciences
1
3,166
3
Male
136
4
5
Developer
1
Divorced
8,941
89,410
6
Y
No
14
4
3
80
1
21
3
1
9
5
4
4
22
Yes
Travel_Rarely
135
Sales
6
1
Marketing
1
3,167
3
Female
107
2
2
Sales Representative
4
Divorced
15,652
78,260
5
Y
No
32
3
2
80
1
22
3
3
19
12
4
3
46
Yes
Non-Travel
564
Support
6
2
Life Sciences
1
3,168
3
Male
167
3
1
Human Resources
3
Single
17,857
482,139
1
Y
Yes
15
2
4
80
3
40
4
3
14
14
5
3
18
Yes
Travel_Rarely
726
Hardware
18
3
Medical
1
3,169
1
Male
182
4
2
Sales Representative
1
Divorced
45,030
450,300
2
Y
Yes
49
3
1
80
2
15
2
4
11
3
10
5
27
Yes
Travel_Frequently
169
Sales
3
4
Marketing
1
3,170
1
Female
36
4
4
Manufacturing Director
4
Divorced
21,272
404,168
5
Y
No
13
4
4
80
4
33
5
3
28
17
4
7
31
Yes
Travel_Frequently
883
Hardware
44
3
Other
1
3,171
1
Male
91
1
3
Healthcare Representative
4
Married
41,215
659,440
6
Y
No
38
2
3
80
2
40
4
2
5
5
1
2
24
No
Travel_Rarely
1,224
Software
28
4
Human Resources
1
3,172
2
Female
118
1
3
Research Director
2
Married
15,916
318,320
6
Y
No
6
2
3
80
2
29
4
1
21
4
19
20
35
No
Non-Travel
893
Hardware
32
3
Technical Degree
1
3,173
1
Male
97
1
4
Developer
4
Single
29,660
771,160
6
Y
No
40
4
1
80
1
31
5
3
22
17
18
20
47
No
Travel_Rarely
1,285
Hardware
9
1
Other
1
3,174
4
Male
167
1
3
Manager
1
Divorced
3,935
78,700
3
Y
Yes
41
3
1
80
1
34
6
1
13
9
6
3
46
No
Travel_Frequently
1,010
Research & Development
25
1
Technical Degree
1
3,175
1
Male
140
4
2
Research Scientist
4
Single
10,970
21,940
6
Y
Yes
46
3
2
80
3
24
5
3
6
4
1
3
36
Yes
Non-Travel
1,212
Support
20
5
Technical Degree
1
3,176
3
Male
178
4
3
Human Resources
3
Divorced
20,103
361,854
1
Y
No
19
2
4
80
3
39
4
4
2
2
2
1
54
No
Travel_Rarely
225
Human Resources
15
1
Medical
1
3,177
3
Male
190
3
3
Sales Executive
1
Single
27,865
724,490
5
Y
Yes
22
3
4
80
4
23
1
2
19
7
7
9
46
No
Non-Travel
474
Research & Development
17
1
Human Resources
1
3,178
2
Female
125
4
5
Healthcare Representative
3
Single
39,715
1,032,590
2
Y
Yes
40
4
3
80
1
6
5
4
1
1
1
1
21
No
Travel_Frequently
306
Hardware
48
3
Technical Degree
1
3,179
3
Female
76
2
5
Manufacturing Director
3
Divorced
13,596
271,920
3
Y
Yes
27
2
1
80
2
25
2
3
6
2
1
1
47
Yes
Non-Travel
732
Hardware
43
3
Marketing
1
3,180
2
Female
110
4
2
Manager
1
Single
34,320
446,160
3
Y
Yes
9
3
2
80
3
20
3
4
6
1
3
5
29
No
Non-Travel
1,255
Human Resources
1
3
Technical Degree
1
3,181
3
Male
183
2
2
Research Scientist
2
Married
32,743
491,145
7
Y
No
23
1
1
80
2
34
4
3
22
20
4
1
22
No
Travel_Rarely
849
Hardware
21
1
Medical
1
3,182
3
Female
160
3
1
Human Resources
4
Single
5,000
25,000
4
Y
No
36
4
2
80
3
36
2
1
26
18
16
15
47
Yes
Travel_Rarely
1,240
Research & Development
25
1
Technical Degree
1
3,183
1
Female
125
1
2
Sales Executive
4
Single
37,825
226,950
5
Y
Yes
6
2
1
80
2
26
5
4
3
1
3
1
40
Yes
Travel_Rarely
440
Research & Development
49
1
Technical Degree
1
3,184
2
Male
79
1
3
Manager
3
Single
35,371
495,194
6
Y
No
32
2
1
80
3
37
1
4
8
4
7
2
26
No
Travel_Frequently
470
Research & Development
29
1
Life Sciences
1
3,185
4
Male
111
4
2
Healthcare Representative
4
Married
27,679
332,148
0
Y
No
36
1
2
80
1
25
6
2
17
5
13
5
31
No
Travel_Rarely
1,412
Support
42
1
Technical Degree
1
3,186
4
Female
41
3
2
Human Resources
1
Married
19,001
456,024
8
Y
Yes
23
2
1
80
3
19
4
1
15
11
7
10
37
Yes
Travel_Rarely
353
Research & Development
15
1
Medical
1
3,187
4
Male
152
2
5
Human Resources
4
Divorced
6,029
90,435
2
Y
Yes
32
3
2
80
4
37
3
1
18
10
5
12
19
No
Non-Travel
104
Software
9
1
Technical Degree
1
3,188
2
Female
46
2
1
Manager
1
Married
28,429
284,290
4
Y
Yes
47
4
3
80
4
21
4
2
13
6
6
5
55
No
Travel_Rarely
898
Sales
41
2
Technical Degree
1
3,189
4
Male
186
3
1
Developer
4
Married
1,183
34,307
1
Y
No
16
4
4
80
4
28
3
4
26
2
22
20
21
Yes
Travel_Frequently
791
Hardware
36
5
Other
1
3,190
4
Male
181
4
5
Manufacturing Director
3
Married
5,470
131,280
1
Y
No
12
4
4
80
4
4
5
4
1
1
1
1
25
Yes
Non-Travel
1,025
Hardware
22
3
Human Resources
1
3,191
3
Female
143
1
2
Research Director
2
Single
20,315
385,985
5
Y
No
13
1
1
80
3
26
6
1
2
1
1
2
25
No
Travel_Frequently
427
Hardware
42
3
Human Resources
1
3,192
3
Male
72
2
1
Sales Executive
3
Married
15,004
405,108
2
Y
Yes
12
4
4
80
3
40
1
2
29
23
18
14
58
Yes
Travel_Rarely
1,230
Support
35
1
Other
1
3,193
1
Female
180
3
5
Manufacturing Director
2
Divorced
24,236
460,484
6
Y
No
1
3
3
80
2
28
5
3
7
4
1
5
27
Yes
Non-Travel
1,338
Hardware
50
1
Technical Degree
1
3,194
2
Female
81
4
4
Manager
1
Married
16,919
219,947
0
Y
No
44
2
4
80
4
32
6
3
3
1
2
3
40
Yes
Travel_Rarely
1,367
Research & Development
7
2
Human Resources
1
3,195
4
Male
38
4
1
Manager
4
Divorced
21,124
232,364
7
Y
Yes
12
4
3
80
3
29
6
2
19
5
4
9
33
Yes
Travel_Rarely
1,006
Research & Development
12
2
Marketing
1
3,196
4
Female
138
3
1
Developer
2
Single
23,414
280,968
4
Y
Yes
9
1
2
80
1
28
2
1
3
1
1
2
23
No
Travel_Frequently
699
Sales
33
2
Other
1
3,197
1
Female
55
4
3
Developer
2
Divorced
40,132
561,848
5
Y
Yes
36
3
1
80
4
13
4
3
1
1
1
1
31
Yes
Non-Travel
964
Hardware
8
5
Other
1
3,198
1
Male
51
3
3
Manager
1
Divorced
21,338
64,014
0
Y
Yes
14
4
1
80
3
32
6
3
4
1
1
4
45
No
Non-Travel
678
Hardware
15
1
Marketing
1
3,199
3
Female
129
1
1
Sales Executive
4
Married
8,317
216,242
7
Y
No
6
4
2
80
3
24
6
3
3
2
1
2
34
No
Travel_Frequently
1,451
Sales
37
5
Other
1
3,200
4
Male
185
3
2
Developer
1
Single
1,752
45,552
2
Y
No
21
4
4
80
1
31
3
3
9
2
7
2