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
60
Yes
Travel_Rarely
937
Support
30
4
Medical
1
3,301
1
Male
70
3
5
Healthcare Representative
1
Single
3,493
41,916
1
Y
No
31
2
3
80
2
20
3
4
17
11
10
8
43
Yes
Travel_Rarely
613
Sales
49
1
Other
1
3,302
3
Female
112
3
3
Research Scientist
2
Divorced
39,106
273,742
5
Y
Yes
19
4
4
80
1
8
2
3
1
1
1
1
43
Yes
Travel_Rarely
1,279
Human Resources
26
4
Marketing
1
3,303
3
Male
35
4
3
Healthcare Representative
1
Divorced
20,291
162,328
6
Y
No
25
3
3
80
3
27
1
1
25
16
10
17
56
Yes
Travel_Frequently
388
Sales
17
2
Medical
1
3,304
1
Male
138
2
5
Manufacturing Director
1
Married
37,064
370,640
6
Y
No
36
3
1
80
1
13
6
4
2
2
2
2
56
Yes
Travel_Rarely
569
Support
22
3
Human Resources
1
3,305
3
Female
45
2
4
Manager
1
Divorced
34,271
582,607
2
Y
Yes
27
1
4
80
1
28
4
3
26
17
20
9
46
Yes
Travel_Rarely
1,328
Hardware
10
1
Technical Degree
1
3,306
1
Female
90
3
1
Sales Representative
1
Single
27,309
764,652
2
Y
Yes
40
3
3
80
3
18
6
1
14
9
7
9
56
No
Travel_Rarely
146
Research & Development
23
1
Medical
1
3,307
3
Male
84
2
2
Research Scientist
2
Single
34,350
309,150
6
Y
No
7
2
3
80
2
31
3
2
1
1
1
1
18
Yes
Travel_Frequently
1,270
Sales
39
5
Medical
1
3,308
2
Female
163
3
4
Research Scientist
2
Married
37,835
643,195
7
Y
Yes
11
2
1
80
3
18
4
4
18
4
13
7
46
Yes
Travel_Rarely
583
Hardware
44
2
Human Resources
1
3,309
1
Female
191
2
5
Research Director
3
Divorced
7,955
47,730
0
Y
No
26
1
1
80
1
22
3
1
2
1
2
1
47
Yes
Non-Travel
984
Hardware
44
2
Other
1
3,310
3
Female
127
4
4
Research Director
2
Married
37,107
185,535
6
Y
Yes
17
2
4
80
2
8
1
3
2
2
2
2
30
Yes
Travel_Frequently
582
Human Resources
4
1
Life Sciences
1
3,311
2
Male
39
1
5
Developer
3
Married
10,147
263,822
4
Y
No
37
2
2
80
3
26
3
1
26
12
8
5
53
No
Non-Travel
1,077
Hardware
40
1
Technical Degree
1
3,312
4
Male
80
1
3
Research Scientist
4
Divorced
49,561
892,098
3
Y
No
24
1
2
80
1
26
4
4
2
2
1
2
31
Yes
Travel_Frequently
1,188
Sales
31
5
Other
1
3,313
1
Female
165
1
3
Healthcare Representative
4
Single
34,489
344,890
2
Y
Yes
23
1
4
80
3
25
1
4
6
6
5
6
21
Yes
Non-Travel
1,076
Research & Development
27
4
Technical Degree
1
3,314
1
Female
59
2
5
Healthcare Representative
4
Divorced
45,523
1,047,029
3
Y
No
26
1
1
80
1
38
4
3
1
1
1
1
21
Yes
Travel_Rarely
1,100
Research & Development
7
5
Medical
1
3,315
3
Male
198
1
5
Healthcare Representative
2
Single
34,118
989,422
3
Y
Yes
5
2
2
80
3
31
5
2
2
1
2
2
30
No
Travel_Rarely
325
Research & Development
29
3
Life Sciences
1
3,316
3
Female
49
1
2
Human Resources
4
Divorced
22,728
204,552
6
Y
Yes
2
3
3
80
3
5
2
3
4
4
1
4
23
No
Travel_Frequently
1,427
Support
45
3
Medical
1
3,317
1
Female
53
1
4
Sales Representative
4
Single
3,946
31,568
7
Y
No
1
1
4
80
2
28
4
3
4
1
3
4
31
Yes
Travel_Frequently
628
Hardware
39
3
Technical Degree
1
3,318
4
Female
115
1
1
Research Scientist
4
Divorced
9,123
209,829
6
Y
No
38
4
1
80
4
23
2
2
23
17
13
20
52
No
Non-Travel
745
Human Resources
47
1
Life Sciences
1
3,319
4
Female
38
3
3
Healthcare Representative
4
Married
47,434
379,472
7
Y
Yes
33
1
4
80
4
6
3
2
6
2
4
4
53
No
Travel_Rarely
1,158
Sales
38
2
Other
1
3,320
1
Female
71
4
3
Human Resources
3
Divorced
29,158
262,422
2
Y
Yes
0
1
1
80
2
38
2
4
4
2
2
2
28
Yes
Travel_Frequently
910
Research & Development
28
4
Medical
1
3,321
4
Female
105
2
5
Healthcare Representative
1
Single
13,870
346,750
3
Y
Yes
48
2
2
80
4
39
2
4
39
9
26
31
33
Yes
Travel_Rarely
283
Software
29
2
Other
1
3,322
3
Male
34
1
2
Laboratory Technician
4
Married
38,229
1,108,641
0
Y
No
25
4
2
80
1
12
6
3
5
2
1
2
36
Yes
Non-Travel
997
Software
16
3
Medical
1
3,323
3
Female
104
2
3
Research Director
4
Divorced
4,597
101,134
4
Y
No
22
3
3
80
3
38
2
3
6
5
5
6
49
Yes
Travel_Rarely
1,118
Sales
22
3
Technical Degree
1
3,324
2
Male
154
2
3
Developer
4
Married
42,481
169,924
6
Y
Yes
20
3
4
80
2
14
5
2
4
2
3
3
38
No
Travel_Frequently
490
Support
25
3
Medical
1
3,325
3
Male
159
3
1
Research Scientist
1
Divorced
9,118
18,236
6
Y
Yes
35
1
2
80
2
5
4
4
1
1
1
1
37
No
Travel_Frequently
1,148
Sales
48
3
Human Resources
1
3,326
4
Female
112
3
5
Laboratory Technician
1
Divorced
33,645
773,835
6
Y
Yes
40
1
4
80
1
38
4
4
21
12
19
21
55
Yes
Non-Travel
1,026
Research & Development
17
2
Life Sciences
1
3,327
1
Male
180
2
1
Sales Executive
1
Divorced
44,530
311,710
1
Y
Yes
13
4
1
80
3
18
5
3
11
6
4
8
26
Yes
Non-Travel
1,257
Software
12
2
Other
1
3,328
4
Female
180
2
1
Sales Executive
3
Single
31,103
559,854
5
Y
Yes
40
3
2
80
4
38
1
3
25
16
18
25
29
Yes
Travel_Rarely
491
Human Resources
7
5
Technical Degree
1
3,329
2
Female
145
2
4
Developer
4
Divorced
34,206
923,562
6
Y
No
5
3
4
80
2
4
5
4
1
1
1
1
20
Yes
Travel_Frequently
1,178
Hardware
31
5
Other
1
3,330
1
Female
66
2
5
Research Scientist
1
Married
35,870
215,220
5
Y
Yes
1
2
2
80
4
17
6
3
14
8
13
13
41
Yes
Travel_Frequently
290
Software
44
2
Marketing
1
3,331
2
Female
61
2
3
Sales Executive
2
Single
24,179
338,506
0
Y
Yes
6
1
1
80
4
6
2
4
4
1
3
1
31
Yes
Travel_Rarely
608
Support
41
1
Medical
1
3,332
1
Female
166
4
5
Human Resources
1
Single
13,673
232,441
6
Y
No
8
3
1
80
2
17
1
2
15
13
7
8
18
Yes
Travel_Frequently
684
Software
19
4
Other
1
3,333
4
Male
115
1
2
Sales Representative
1
Divorced
48,153
818,601
0
Y
Yes
27
3
1
80
2
28
4
4
20
12
13
4
20
Yes
Non-Travel
321
Human Resources
6
3
Human Resources
1
3,334
2
Male
165
3
3
Research Director
2
Married
36,821
184,105
3
Y
Yes
41
4
3
80
3
16
2
2
5
3
1
1
32
Yes
Travel_Frequently
1,496
Human Resources
37
4
Life Sciences
1
3,335
1
Female
39
2
1
Healthcare Representative
4
Divorced
14,595
189,735
7
Y
Yes
44
4
2
80
4
10
4
4
7
3
4
5
40
No
Travel_Frequently
796
Human Resources
26
5
Life Sciences
1
3,336
4
Male
39
4
5
Healthcare Representative
2
Divorced
27,053
595,166
0
Y
No
48
3
2
80
1
12
1
4
7
3
1
7
49
Yes
Non-Travel
619
Human Resources
37
3
Medical
1
3,337
2
Male
142
2
3
Research Scientist
3
Single
1,822
36,440
5
Y
No
7
1
2
80
1
30
3
2
26
3
14
13
33
No
Travel_Rarely
408
Software
6
1
Technical Degree
1
3,338
4
Male
179
1
1
Developer
1
Divorced
4,047
4,047
7
Y
No
19
3
1
80
1
15
4
2
10
4
9
8
52
Yes
Travel_Frequently
1,294
Human Resources
36
3
Marketing
1
3,339
1
Female
49
4
2
Research Director
1
Divorced
9,539
190,780
1
Y
No
9
1
2
80
1
15
6
4
7
6
5
7
22
No
Non-Travel
1,205
Software
12
2
Other
1
3,340
4
Female
152
1
1
Research Director
3
Single
6,786
183,222
4
Y
No
25
2
4
80
4
7
1
2
5
1
2
4
46
Yes
Non-Travel
299
Software
30
2
Medical
1
3,341
3
Male
90
1
1
Manufacturing Director
2
Divorced
27,765
777,420
0
Y
Yes
21
3
2
80
4
16
5
2
2
2
2
1
38
No
Travel_Frequently
1,195
Human Resources
45
2
Life Sciences
1
3,342
1
Male
81
3
3
Sales Executive
3
Married
17,454
244,356
5
Y
No
45
2
4
80
1
37
5
2
12
9
1
6
39
No
Travel_Rarely
935
Sales
15
3
Medical
1
3,343
3
Male
68
1
3
Manager
3
Married
46,568
93,136
6
Y
Yes
31
3
1
80
4
14
1
3
2
1
2
1
26
Yes
Non-Travel
1,495
Support
33
2
Other
1
3,344
1
Male
127
2
3
Sales Representative
3
Single
30,068
360,816
0
Y
Yes
30
2
3
80
1
37
4
3
23
4
20
8
37
Yes
Non-Travel
1,216
Sales
45
5
Technical Degree
1
3,345
1
Female
123
2
3
Sales Executive
4
Married
42,570
42,570
4
Y
No
49
3
1
80
3
22
3
2
16
7
9
4
47
Yes
Travel_Rarely
948
Research & Development
10
4
Technical Degree
1
3,346
3
Male
110
2
5
Research Director
4
Married
18,517
222,204
4
Y
No
15
4
3
80
1
1
1
1
1
1
1
1
51
No
Travel_Rarely
477
Support
8
2
Marketing
1
3,347
2
Female
32
4
3
Manufacturing Director
4
Single
40,634
1,178,386
0
Y
No
8
3
3
80
3
20
3
4
20
6
10
16
50
Yes
Travel_Rarely
263
Support
34
3
Marketing
1
3,348
4
Male
130
3
4
Healthcare Representative
2
Married
21,211
424,220
7
Y
Yes
21
1
1
80
2
20
4
1
10
3
5
9
36
Yes
Non-Travel
715
Human Resources
49
2
Other
1
3,349
3
Female
39
4
1
Research Director
4
Married
11,699
280,776
2
Y
Yes
32
3
2
80
2
34
1
2
34
23
29
14
21
No
Travel_Rarely
190
Human Resources
12
2
Medical
1
3,350
3
Male
191
2
4
Research Scientist
4
Single
22,005
264,060
5
Y
Yes
14
2
3
80
2
1
1
4
1
1
1
1
46
Yes
Travel_Rarely
333
Human Resources
18
2
Marketing
1
3,351
4
Male
147
1
5
Research Scientist
4
Divorced
30,172
241,376
0
Y
Yes
40
4
3
80
4
1
2
4
1
1
1
1
18
Yes
Travel_Rarely
1,068
Hardware
50
5
Technical Degree
1
3,352
3
Male
146
3
5
Manufacturing Director
4
Divorced
19,616
176,544
8
Y
Yes
26
4
1
80
2
24
6
4
18
6
5
1
23
Yes
Travel_Rarely
739
Support
35
5
Marketing
1
3,353
1
Male
35
3
1
Sales Representative
2
Divorced
26,837
268,370
0
Y
No
32
2
2
80
1
21
5
3
14
14
8
14
25
No
Non-Travel
188
Research & Development
3
4
Medical
1
3,354
4
Female
81
1
2
Developer
2
Married
40,193
200,965
3
Y
No
23
2
3
80
3
15
5
2
1
1
1
1
57
Yes
Non-Travel
374
Human Resources
22
5
Technical Degree
1
3,355
3
Male
40
2
1
Healthcare Representative
1
Married
35,700
928,200
2
Y
Yes
28
1
1
80
3
25
5
2
7
4
7
4
60
Yes
Travel_Rarely
585
Support
7
2
Other
1
3,356
2
Female
148
3
3
Manager
2
Married
10,242
40,968
3
Y
Yes
13
3
1
80
1
36
3
2
8
8
2
5
21
Yes
Non-Travel
1,493
Support
36
4
Marketing
1
3,357
1
Female
133
1
3
Research Scientist
1
Divorced
45,731
1,234,737
8
Y
No
15
3
2
80
1
34
3
2
26
15
3
9
44
No
Non-Travel
398
Sales
2
3
Technical Degree
1
3,358
3
Male
71
4
3
Healthcare Representative
2
Married
19,589
215,479
7
Y
Yes
47
1
1
80
2
4
4
4
2
1
1
2
46
No
Travel_Rarely
787
Software
50
5
Human Resources
1
3,359
1
Male
178
4
2
Developer
3
Divorced
30,909
494,544
6
Y
Yes
28
1
1
80
4
22
2
4
22
18
1
21
38
No
Travel_Rarely
930
Support
29
2
Life Sciences
1
3,360
3
Male
133
3
2
Laboratory Technician
2
Divorced
16,572
364,584
4
Y
No
24
3
4
80
2
15
3
3
14
8
10
14
54
No
Non-Travel
1,081
Software
14
5
Other
1
3,361
4
Female
169
3
3
Healthcare Representative
4
Single
44,539
846,241
5
Y
Yes
38
4
3
80
3
23
4
3
14
4
8
12
24
Yes
Non-Travel
447
Sales
32
5
Technical Degree
1
3,362
4
Female
197
3
3
Manager
4
Single
40,145
682,465
4
Y
Yes
49
2
2
80
4
5
1
1
2
2
1
2
55
No
Travel_Frequently
474
Human Resources
16
1
Human Resources
1
3,363
2
Male
82
4
2
Developer
2
Married
26,257
708,939
1
Y
No
24
3
2
80
3
25
5
1
4
3
3
2
21
No
Non-Travel
1,320
Sales
8
3
Life Sciences
1
3,364
3
Male
37
3
3
Healthcare Representative
2
Single
6,083
170,324
8
Y
Yes
10
4
1
80
4
37
5
1
20
8
9
20
35
Yes
Travel_Frequently
1,079
Human Resources
42
5
Marketing
1
3,365
2
Female
163
4
1
Manufacturing Director
3
Married
32,669
620,711
5
Y
Yes
0
3
2
80
3
32
2
3
5
4
5
2
54
Yes
Travel_Rarely
1,083
Software
28
3
Medical
1
3,366
3
Female
166
3
2
Healthcare Representative
2
Divorced
26,980
647,520
3
Y
No
2
4
3
80
1
3
6
1
3
3
1
3
34
Yes
Travel_Frequently
1,407
Human Resources
24
3
Technical Degree
1
3,367
2
Female
172
3
1
Sales Representative
4
Married
15,064
210,896
4
Y
No
13
1
3
80
2
30
4
1
7
2
7
1
42
Yes
Non-Travel
1,291
Support
38
3
Technical Degree
1
3,368
2
Male
30
4
2
Developer
3
Divorced
8,216
230,048
2
Y
No
45
3
2
80
1
7
4
1
3
2
2
1
42
Yes
Travel_Rarely
1,266
Support
19
5
Marketing
1
3,369
3
Male
49
1
4
Laboratory Technician
3
Divorced
30,126
331,386
2
Y
Yes
9
1
4
80
1
40
1
3
8
1
5
4
45
Yes
Travel_Frequently
1,259
Human Resources
46
3
Life Sciences
1
3,370
4
Female
193
1
3
Research Director
3
Single
24,597
541,134
7
Y
Yes
48
1
4
80
1
9
5
4
7
3
6
1
20
No
Non-Travel
727
Hardware
24
4
Human Resources
1
3,371
1
Male
66
2
2
Sales Executive
2
Divorced
32,104
385,248
5
Y
Yes
49
4
1
80
2
24
6
3
16
11
8
14
37
Yes
Non-Travel
1,464
Support
14
1
Human Resources
1
3,372
2
Female
172
3
3
Laboratory Technician
3
Divorced
44,842
448,420
8
Y
No
37
3
3
80
1
29
3
3
24
20
15
9
55
Yes
Travel_Rarely
302
Hardware
33
3
Other
1
3,373
4
Female
134
3
3
Human Resources
2
Married
7,353
73,530
3
Y
No
8
3
3
80
3
11
2
3
8
2
7
7
60
Yes
Travel_Rarely
1,180
Support
47
2
Human Resources
1
3,374
1
Male
163
1
4
Human Resources
1
Married
33,605
840,125
3
Y
No
23
3
1
80
3
30
2
2
11
9
3
9
26
No
Travel_Rarely
1,408
Hardware
39
3
Human Resources
1
3,375
2
Male
167
1
2
Developer
3
Married
24,701
741,030
8
Y
Yes
3
2
3
80
3
18
6
1
11
7
1
5
58
Yes
Travel_Frequently
457
Software
34
1
Marketing
1
3,376
4
Male
113
4
4
Healthcare Representative
3
Married
23,233
464,660
5
Y
No
12
1
1
80
1
11
4
2
4
3
4
1
45
Yes
Non-Travel
955
Software
42
1
Marketing
1
3,377
3
Male
56
1
5
Laboratory Technician
3
Married
37,576
901,824
7
Y
No
16
3
1
80
1
39
4
3
1
1
1
1
56
Yes
Non-Travel
1,485
Sales
30
3
Life Sciences
1
3,378
4
Female
32
1
4
Sales Executive
3
Divorced
9,932
49,660
3
Y
No
46
2
4
80
1
10
2
2
6
1
3
1
26
Yes
Travel_Rarely
844
Support
1
3
Human Resources
1
3,379
4
Male
51
3
3
Developer
2
Married
36,322
980,694
3
Y
No
33
3
2
80
1
18
4
3
9
4
1
4
18
No
Travel_Frequently
557
Sales
28
2
Medical
1
3,380
3
Male
196
2
4
Developer
4
Married
41,532
1,204,428
2
Y
No
9
3
4
80
2
21
2
1
13
4
4
8
24
Yes
Non-Travel
279
Human Resources
18
3
Life Sciences
1
3,381
2
Female
184
1
3
Manufacturing Director
2
Divorced
11,651
11,651
7
Y
No
30
1
2
80
2
18
3
3
2
1
1
2
24
No
Non-Travel
1,396
Software
38
1
Other
1
3,382
1
Male
105
3
1
Manufacturing Director
2
Single
26,550
637,200
3
Y
No
14
3
1
80
1
17
2
2
6
2
3
3
38
Yes
Non-Travel
817
Software
2
4
Human Resources
1
3,383
3
Female
138
1
4
Laboratory Technician
3
Single
2,668
8,004
8
Y
Yes
18
4
4
80
3
39
6
3
29
9
24
1
48
Yes
Non-Travel
1,132
Sales
35
2
Human Resources
1
3,384
4
Male
52
4
1
Research Scientist
2
Divorced
6,718
154,514
5
Y
No
29
2
2
80
4
30
2
1
7
3
2
3
32
Yes
Travel_Rarely
1,144
Hardware
1
5
Life Sciences
1
3,385
2
Male
148
4
3
Sales Representative
2
Divorced
15,401
246,416
8
Y
No
40
1
2
80
2
3
4
4
1
1
1
1
53
Yes
Travel_Frequently
1,405
Sales
24
3
Medical
1
3,386
1
Female
158
4
2
Research Director
1
Single
47,688
429,192
2
Y
Yes
18
2
4
80
1
3
6
4
2
2
2
1
48
Yes
Non-Travel
992
Software
3
1
Life Sciences
1
3,387
2
Female
163
2
1
Laboratory Technician
2
Married
10,273
184,914
2
Y
Yes
6
4
4
80
1
14
2
4
8
6
8
2
53
No
Travel_Rarely
792
Human Resources
4
3
Other
1
3,388
3
Male
128
2
1
Research Scientist
4
Single
15,076
90,456
1
Y
No
9
3
1
80
4
5
3
2
5
5
3
2
37
No
Non-Travel
309
Support
21
4
Medical
1
3,389
1
Female
154
1
5
Research Director
4
Single
19,466
467,184
3
Y
Yes
3
4
4
80
3
26
2
2
4
4
3
2
59
Yes
Travel_Rarely
712
Sales
23
3
Life Sciences
1
3,390
4
Female
135
2
5
Sales Executive
1
Married
15,555
264,435
1
Y
Yes
15
3
4
80
1
14
3
4
10
6
7
6
23
No
Travel_Rarely
1,172
Sales
8
2
Marketing
1
3,391
1
Male
82
3
1
Manufacturing Director
1
Divorced
17,593
52,779
6
Y
No
18
4
4
80
2
28
1
1
24
11
10
17
50
No
Non-Travel
1,315
Software
49
1
Other
1
3,392
2
Male
194
2
4
Research Scientist
1
Married
45,168
677,520
5
Y
No
1
2
3
80
1
38
2
4
15
10
12
4
29
Yes
Travel_Frequently
660
Hardware
21
1
Medical
1
3,393
2
Female
113
2
4
Healthcare Representative
3
Divorced
31,642
949,260
7
Y
Yes
40
4
1
80
4
32
2
3
31
9
7
18
43
No
Travel_Frequently
621
Software
49
5
Technical Degree
1
3,394
2
Female
47
1
4
Research Scientist
1
Divorced
49,559
1,338,093
7
Y
No
13
2
4
80
1
8
3
2
7
5
4
2
32
No
Non-Travel
1,100
Hardware
6
1
Technical Degree
1
3,395
4
Male
166
3
5
Manager
3
Divorced
38,602
1,080,856
6
Y
Yes
24
2
4
80
2
9
2
2
3
1
1
2
40
Yes
Travel_Rarely
704
Research & Development
22
2
Technical Degree
1
3,396
1
Female
106
1
5
Healthcare Representative
2
Divorced
13,300
266,000
2
Y
Yes
12
1
2
80
3
16
4
2
3
2
1
1
27
Yes
Non-Travel
1,376
Hardware
9
4
Medical
1
3,397
4
Male
185
2
2
Research Director
3
Divorced
11,729
82,103
5
Y
No
32
2
3
80
2
36
2
3
22
12
1
10
59
Yes
Travel_Frequently
1,279
Human Resources
42
1
Other
1
3,398
2
Female
67
4
2
Research Director
1
Divorced
8,020
56,140
1
Y
No
23
3
2
80
3
8
4
2
6
3
3
4
21
Yes
Travel_Rarely
615
Sales
11
3
Technical Degree
1
3,399
2
Male
109
3
2
Sales Representative
4
Married
38,885
427,735
7
Y
Yes
24
2
3
80
4
20
1
2
20
6
9
7
28
Yes
Travel_Frequently
605
Sales
46
4
Life Sciences
1
3,400
1
Male
106
3
4
Human Resources
1
Single
41,490
290,430
4
Y
Yes
13
3
4
80
2
7
2
1
4
3
4
1