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
32
Yes
Travel_Frequently
222
Sales
7
5
Medical
1
1,801
4
Male
191
2
4
Research Director
1
Married
27,870
55,740
4
Y
No
36
4
3
80
1
22
1
4
10
6
9
10
19
No
Travel_Rarely
353
Hardware
23
3
Human Resources
1
1,802
3
Male
158
3
3
Research Director
1
Single
26,940
808,200
8
Y
Yes
17
3
3
80
4
5
5
4
2
2
1
2
46
No
Travel_Rarely
519
Research & Development
9
5
Technical Degree
1
1,803
2
Female
67
2
2
Research Scientist
4
Divorced
27,494
659,856
0
Y
Yes
32
2
1
80
4
7
5
4
3
1
1
1
49
No
Non-Travel
1,494
Sales
14
5
Medical
1
1,804
1
Male
133
4
5
Sales Executive
3
Married
33,939
882,414
6
Y
Yes
18
4
1
80
1
38
3
3
13
12
8
1
40
Yes
Non-Travel
271
Research & Development
18
1
Marketing
1
1,805
4
Female
149
2
5
Sales Executive
1
Divorced
43,779
569,127
1
Y
Yes
37
3
2
80
2
20
6
4
14
10
14
4
56
Yes
Travel_Rarely
1,105
Support
50
5
Other
1
1,806
2
Male
54
3
3
Manufacturing Director
3
Married
34,317
308,853
4
Y
No
5
1
2
80
2
15
2
2
9
7
6
8
40
No
Travel_Rarely
610
Research & Development
32
5
Marketing
1
1,807
2
Male
71
2
5
Human Resources
4
Single
36,325
435,900
5
Y
Yes
20
2
4
80
4
40
6
1
33
14
31
29
36
Yes
Travel_Rarely
1,021
Human Resources
41
1
Other
1
1,808
1
Male
138
4
1
Sales Representative
4
Single
32,245
354,695
8
Y
No
1
3
3
80
1
16
2
2
14
1
9
11
19
Yes
Travel_Rarely
711
Support
30
2
Marketing
1
1,809
2
Male
125
1
2
Research Scientist
1
Divorced
45,034
1,170,884
0
Y
Yes
18
4
3
80
2
27
1
3
18
14
2
1
32
Yes
Travel_Rarely
636
Hardware
44
1
Life Sciences
1
1,810
3
Female
155
4
4
Research Scientist
1
Married
30,522
30,522
5
Y
No
31
3
2
80
1
39
4
2
8
7
6
6
37
No
Non-Travel
196
Software
40
2
Other
1
1,811
1
Male
50
2
4
Research Director
2
Divorced
1,802
28,832
7
Y
No
31
4
3
80
3
29
6
2
16
8
3
14
35
Yes
Travel_Rarely
1,030
Research & Development
39
5
Other
1
1,812
2
Female
47
2
2
Human Resources
1
Divorced
15,209
288,971
1
Y
No
29
3
1
80
3
30
3
4
17
3
11
13
51
No
Non-Travel
469
Research & Development
17
2
Human Resources
1
1,813
2
Female
197
2
1
Research Director
1
Divorced
28,348
226,784
4
Y
Yes
49
2
3
80
1
10
2
1
5
4
4
5
44
Yes
Non-Travel
347
Research & Development
47
1
Human Resources
1
1,814
4
Male
67
1
3
Human Resources
3
Divorced
36,572
402,292
1
Y
No
38
1
4
80
4
13
6
2
6
6
6
1
21
No
Non-Travel
1,267
Sales
40
2
Medical
1
1,815
1
Female
146
3
1
Developer
4
Single
43,611
218,055
1
Y
Yes
48
4
3
80
4
7
4
4
3
2
3
2
19
Yes
Travel_Rarely
350
Hardware
28
3
Marketing
1
1,816
1
Female
37
2
1
Manufacturing Director
1
Married
28,483
740,558
0
Y
No
38
4
3
80
4
34
2
4
10
2
1
6
56
No
Travel_Rarely
258
Support
27
5
Marketing
1
1,817
1
Female
155
1
1
Sales Executive
4
Divorced
16,654
449,658
3
Y
Yes
26
1
3
80
4
7
6
3
6
3
3
4
34
No
Non-Travel
978
Research & Development
41
5
Medical
1
1,818
1
Female
79
1
3
Research Director
2
Divorced
20,996
419,920
8
Y
Yes
12
4
2
80
3
3
6
3
3
1
3
3
55
Yes
Non-Travel
1,068
Sales
17
5
Human Resources
1
1,819
1
Male
94
2
1
Sales Executive
1
Divorced
13,519
162,228
8
Y
Yes
0
3
4
80
1
28
5
3
5
4
4
3
39
No
Travel_Rarely
735
Hardware
14
3
Other
1
1,820
4
Male
103
3
1
Developer
3
Single
13,274
225,658
3
Y
No
3
2
3
80
2
20
2
2
7
5
2
6
42
Yes
Travel_Frequently
460
Hardware
2
5
Technical Degree
1
1,821
2
Male
129
2
1
Research Director
3
Married
48,952
244,760
6
Y
No
45
4
4
80
1
11
5
2
7
5
7
5
35
Yes
Travel_Frequently
1,459
Sales
27
5
Medical
1
1,822
1
Female
165
3
4
Research Director
2
Married
36,549
182,745
7
Y
Yes
14
2
2
80
1
15
4
1
10
5
8
5
38
No
Travel_Rarely
1,362
Sales
7
5
Human Resources
1
1,823
4
Female
125
2
4
Human Resources
2
Divorced
16,467
65,868
7
Y
Yes
27
2
3
80
2
7
2
1
1
1
1
1
47
No
Travel_Frequently
974
Research & Development
2
1
Life Sciences
1
1,824
4
Male
91
1
1
Sales Representative
2
Single
49,316
1,282,216
7
Y
No
20
2
2
80
3
31
2
4
3
2
3
3
18
Yes
Travel_Frequently
754
Research & Development
6
5
Other
1
1,825
2
Female
60
2
3
Sales Executive
3
Married
32,648
293,832
6
Y
No
44
4
4
80
2
39
2
1
39
10
39
34
40
No
Travel_Rarely
893
Software
10
4
Human Resources
1
1,826
2
Male
37
3
3
Manufacturing Director
3
Single
19,434
97,170
6
Y
Yes
15
1
2
80
1
9
1
4
4
4
2
1
42
Yes
Travel_Rarely
1,224
Support
29
1
Life Sciences
1
1,827
1
Male
39
3
2
Human Resources
3
Married
44,163
44,163
1
Y
Yes
43
1
3
80
4
1
5
3
1
1
1
1
31
No
Travel_Frequently
1,160
Human Resources
15
4
Life Sciences
1
1,828
4
Female
130
2
2
Developer
3
Single
10,336
82,688
1
Y
No
49
3
2
80
4
28
1
3
15
6
5
8
51
No
Travel_Rarely
1,492
Support
22
2
Medical
1
1,829
4
Male
77
3
2
Human Resources
1
Married
8,400
134,400
3
Y
Yes
3
2
1
80
1
38
2
1
29
17
14
13
59
No
Travel_Rarely
903
Research & Development
4
5
Medical
1
1,830
2
Female
109
2
4
Manager
1
Divorced
1,020
6,120
5
Y
Yes
43
4
1
80
2
15
6
4
6
6
2
4
41
Yes
Non-Travel
1,403
Sales
45
4
Medical
1
1,831
3
Male
192
4
2
Laboratory Technician
2
Divorced
21,178
529,450
2
Y
No
27
3
3
80
3
32
1
2
10
4
2
1
29
Yes
Travel_Frequently
302
Human Resources
30
2
Human Resources
1
1,832
4
Male
71
4
3
Manufacturing Director
4
Single
32,024
576,432
0
Y
Yes
17
4
4
80
1
2
1
2
1
1
1
1
32
No
Travel_Frequently
1,226
Support
3
3
Life Sciences
1
1,833
2
Female
48
4
3
Human Resources
3
Single
27,463
411,945
0
Y
No
12
3
3
80
1
14
1
1
10
9
8
4
50
Yes
Travel_Frequently
1,319
Support
50
5
Technical Degree
1
1,834
3
Female
104
4
2
Manufacturing Director
1
Single
32,060
609,140
0
Y
Yes
46
4
3
80
4
11
6
2
10
2
9
5
59
Yes
Travel_Frequently
615
Support
10
2
Other
1
1,835
3
Female
135
1
2
Laboratory Technician
3
Divorced
13,536
297,792
8
Y
Yes
14
3
2
80
4
32
3
1
7
7
7
5
27
Yes
Travel_Frequently
1,299
Research & Development
20
3
Technical Degree
1
1,836
2
Male
165
1
1
Research Director
4
Single
42,502
85,004
0
Y
No
41
2
4
80
2
21
4
2
11
10
6
1
55
No
Travel_Rarely
191
Sales
44
5
Technical Degree
1
1,837
2
Female
46
2
3
Sales Representative
1
Single
41,531
913,682
6
Y
Yes
45
2
3
80
3
35
6
2
15
9
12
13
40
Yes
Non-Travel
416
Software
36
1
Life Sciences
1
1,838
1
Female
99
4
4
Sales Executive
4
Divorced
19,412
310,592
6
Y
Yes
17
2
1
80
1
8
5
2
6
3
5
2
47
No
Travel_Rarely
606
Support
3
5
Medical
1
1,839
4
Female
39
4
4
Human Resources
1
Married
49,810
348,670
1
Y
Yes
6
2
3
80
2
36
2
4
27
13
6
17
40
No
Non-Travel
842
Human Resources
17
2
Other
1
1,840
4
Male
82
1
1
Research Scientist
4
Married
5,293
132,325
7
Y
No
3
1
4
80
2
39
4
1
23
9
17
3
29
Yes
Non-Travel
1,332
Support
10
4
Other
1
1,841
4
Male
158
1
5
Sales Representative
1
Married
5,080
111,760
1
Y
Yes
3
4
4
80
1
20
6
3
10
1
1
4
33
Yes
Non-Travel
1,113
Hardware
45
1
Human Resources
1
1,842
2
Female
72
2
2
Laboratory Technician
3
Married
25,256
454,608
0
Y
No
31
1
1
80
4
35
5
4
33
8
15
22
50
No
Non-Travel
349
Sales
14
3
Other
1
1,843
3
Male
98
3
1
Sales Representative
1
Married
4,716
141,480
3
Y
No
42
4
3
80
4
37
3
3
13
11
3
12
26
No
Travel_Frequently
695
Software
32
5
Technical Degree
1
1,844
1
Male
189
4
2
Healthcare Representative
2
Single
24,789
421,413
6
Y
No
46
3
4
80
3
7
5
3
5
5
1
3
38
No
Travel_Rarely
476
Research & Development
28
5
Other
1
1,845
2
Female
174
3
4
Human Resources
1
Single
40,214
965,136
1
Y
Yes
13
1
2
80
1
9
4
4
4
3
1
2
26
No
Travel_Frequently
705
Hardware
1
2
Marketing
1
1,846
3
Male
179
4
3
Research Director
1
Married
28,812
432,180
6
Y
Yes
41
1
1
80
4
4
6
2
1
1
1
1
28
No
Travel_Frequently
400
Research & Development
40
5
Technical Degree
1
1,847
2
Male
156
2
5
Sales Executive
4
Single
45,208
361,664
2
Y
No
33
2
1
80
3
33
2
4
6
3
2
2
38
Yes
Travel_Rarely
1,097
Hardware
34
4
Other
1
1,848
3
Female
136
1
3
Sales Representative
1
Single
14,218
170,616
3
Y
Yes
30
4
1
80
1
24
5
2
22
19
6
2
18
Yes
Travel_Frequently
668
Hardware
45
4
Marketing
1
1,849
3
Female
175
1
4
Research Director
3
Divorced
14,008
252,144
7
Y
No
45
1
3
80
4
1
5
3
1
1
1
1
27
Yes
Travel_Rarely
558
Software
36
2
Technical Degree
1
1,850
1
Female
45
4
4
Research Scientist
2
Single
50,561
707,854
6
Y
No
45
3
2
80
3
34
6
4
11
3
8
5
35
Yes
Non-Travel
597
Hardware
48
1
Life Sciences
1
1,851
4
Female
55
1
3
Manager
3
Married
39,068
117,204
1
Y
No
7
2
4
80
4
22
5
2
8
2
7
7
29
Yes
Travel_Rarely
137
Software
3
2
Human Resources
1
1,852
3
Male
51
4
5
Manager
2
Divorced
26,116
104,464
5
Y
No
47
2
2
80
4
20
5
1
7
7
2
2
53
No
Travel_Rarely
245
Human Resources
47
1
Marketing
1
1,853
3
Male
131
3
3
Research Scientist
3
Married
28,351
623,722
2
Y
Yes
42
2
1
80
1
13
5
2
6
5
2
1
44
Yes
Non-Travel
750
Sales
19
4
Technical Degree
1
1,854
4
Male
149
3
1
Human Resources
2
Married
38,961
38,961
3
Y
Yes
4
3
1
80
1
14
2
4
4
3
2
3
24
No
Non-Travel
920
Research & Development
50
2
Human Resources
1
1,855
2
Female
199
4
2
Sales Representative
4
Divorced
26,002
234,018
8
Y
No
18
1
2
80
2
36
2
3
26
8
16
21
20
Yes
Non-Travel
467
Sales
36
1
Marketing
1
1,856
2
Female
67
2
5
Developer
1
Married
45,295
815,310
1
Y
Yes
5
3
3
80
4
13
2
3
11
10
5
1
28
Yes
Travel_Rarely
864
Support
34
5
Life Sciences
1
1,857
3
Female
61
1
4
Sales Executive
2
Divorced
22,290
334,350
2
Y
Yes
1
4
2
80
2
15
4
4
2
1
1
1
40
Yes
Non-Travel
657
Human Resources
45
4
Other
1
1,858
2
Female
181
4
1
Healthcare Representative
3
Single
19,668
19,668
3
Y
Yes
35
4
1
80
3
29
1
1
24
4
5
20
46
No
Travel_Frequently
1,287
Research & Development
38
1
Medical
1
1,859
3
Female
111
3
1
Healthcare Representative
4
Divorced
1,235
14,820
6
Y
Yes
16
3
1
80
1
25
2
3
17
16
8
7
19
Yes
Travel_Rarely
964
Software
15
3
Other
1
1,860
1
Male
61
1
3
Research Director
1
Married
44,311
531,732
2
Y
No
17
4
4
80
1
13
3
2
7
5
7
7
32
Yes
Travel_Rarely
481
Support
18
2
Medical
1
1,861
2
Male
60
4
2
Manager
2
Divorced
36,874
221,244
2
Y
No
37
4
4
80
2
7
6
2
2
1
1
1
31
No
Non-Travel
1,301
Hardware
34
3
Human Resources
1
1,862
1
Female
165
4
5
Laboratory Technician
2
Married
7,255
21,765
8
Y
Yes
5
4
4
80
3
25
1
2
20
3
17
8
31
Yes
Travel_Rarely
311
Human Resources
35
3
Life Sciences
1
1,863
4
Male
105
1
1
Developer
2
Single
11,600
255,200
5
Y
No
32
1
4
80
1
40
2
3
17
8
13
2
36
No
Travel_Frequently
1,351
Support
45
1
Marketing
1
1,864
3
Female
126
1
4
Healthcare Representative
3
Single
1,431
31,482
6
Y
Yes
12
2
1
80
4
16
4
2
16
14
11
8
38
Yes
Travel_Rarely
682
Research & Development
27
3
Other
1
1,865
3
Male
32
3
2
Sales Representative
4
Single
42,499
297,493
7
Y
Yes
39
2
1
80
3
17
3
1
15
2
12
4
21
Yes
Travel_Rarely
1,034
Research & Development
1
1
Medical
1
1,866
4
Female
98
3
2
Sales Executive
1
Married
29,429
882,870
3
Y
Yes
46
1
4
80
3
10
5
4
8
5
6
7
59
No
Travel_Frequently
1,405
Human Resources
8
1
Human Resources
1
1,867
4
Male
100
1
1
Manager
2
Divorced
14,140
14,140
8
Y
Yes
25
2
2
80
2
14
4
2
2
1
2
2
25
Yes
Travel_Frequently
157
Software
47
5
Medical
1
1,868
1
Female
50
1
5
Sales Executive
2
Divorced
31,107
684,354
1
Y
Yes
47
2
1
80
2
6
6
1
1
1
1
1
20
No
Travel_Frequently
354
Support
24
5
Human Resources
1
1,869
4
Male
147
4
2
Human Resources
2
Divorced
28,748
804,944
7
Y
No
0
4
2
80
3
35
2
1
25
16
3
17
31
Yes
Travel_Frequently
1,383
Human Resources
30
5
Technical Degree
1
1,870
4
Male
139
2
2
Laboratory Technician
3
Married
13,749
206,235
0
Y
No
28
4
4
80
2
24
6
1
11
3
7
5
26
Yes
Travel_Frequently
1,028
Support
36
3
Human Resources
1
1,871
2
Female
179
2
1
Healthcare Representative
2
Divorced
47,193
377,544
4
Y
Yes
37
4
1
80
3
2
2
2
2
2
2
2
47
No
Travel_Rarely
1,441
Support
19
3
Life Sciences
1
1,872
1
Female
45
1
4
Laboratory Technician
2
Single
26,938
538,760
0
Y
Yes
42
4
1
80
2
14
5
2
14
8
2
7
45
Yes
Travel_Rarely
920
Research & Development
33
4
Medical
1
1,873
4
Female
140
2
2
Developer
3
Single
6,739
67,390
1
Y
No
9
1
2
80
3
36
3
2
22
2
15
18
58
No
Travel_Frequently
635
Support
15
1
Technical Degree
1
1,874
4
Female
154
2
5
Sales Executive
2
Married
36,849
479,037
0
Y
Yes
46
4
1
80
1
35
1
3
18
17
18
17
22
No
Non-Travel
1,098
Hardware
5
1
Technical Degree
1
1,875
4
Male
176
3
3
Research Director
2
Married
13,991
153,901
4
Y
Yes
18
1
1
80
3
26
4
1
1
1
1
1
18
No
Travel_Frequently
847
Hardware
5
1
Marketing
1
1,876
3
Male
142
1
5
Sales Representative
4
Single
17,144
411,456
5
Y
No
19
2
2
80
4
19
6
1
3
3
1
2
24
Yes
Travel_Frequently
714
Research & Development
38
4
Life Sciences
1
1,877
3
Male
199
1
1
Laboratory Technician
2
Single
23,967
191,736
3
Y
Yes
0
3
3
80
2
8
1
1
6
4
1
4
42
Yes
Travel_Frequently
388
Human Resources
13
1
Other
1
1,878
4
Female
167
1
2
Research Scientist
3
Married
36,153
1,084,590
4
Y
Yes
18
1
4
80
1
13
6
4
8
5
6
1
27
Yes
Travel_Frequently
735
Research & Development
2
1
Medical
1
1,879
1
Female
149
2
1
Sales Representative
3
Divorced
28,752
603,792
6
Y
Yes
6
4
3
80
4
16
2
4
4
1
4
1
25
No
Travel_Rarely
1,429
Software
31
3
Life Sciences
1
1,880
2
Male
147
3
4
Human Resources
4
Single
32,533
227,731
0
Y
No
12
3
1
80
1
23
1
2
19
11
3
7
40
Yes
Non-Travel
911
Software
35
3
Technical Degree
1
1,881
3
Female
181
3
5
Manager
3
Single
41,647
874,587
1
Y
No
18
2
4
80
3
39
4
4
28
12
2
18
55
No
Travel_Rarely
1,231
Sales
6
3
Other
1
1,882
4
Male
163
1
3
Research Scientist
3
Married
34,093
306,837
7
Y
Yes
0
1
4
80
4
8
3
4
7
5
1
3
43
Yes
Non-Travel
974
Hardware
26
5
Other
1
1,883
4
Female
48
3
1
Manager
2
Divorced
25,275
303,300
7
Y
No
27
3
3
80
1
31
1
4
29
29
12
21
54
No
Travel_Rarely
410
Research & Development
47
5
Technical Degree
1
1,884
3
Male
151
4
2
Sales Executive
3
Married
36,968
73,936
0
Y
No
30
2
4
80
1
17
5
4
17
17
2
1
37
No
Non-Travel
600
Human Resources
1
2
Medical
1
1,885
4
Female
67
2
5
Research Director
2
Divorced
24,559
368,385
2
Y
Yes
0
4
4
80
3
2
1
1
1
1
1
1
38
Yes
Non-Travel
186
Research & Development
33
3
Medical
1
1,886
4
Male
104
2
2
Manufacturing Director
3
Married
24,832
74,496
3
Y
Yes
5
2
1
80
1
36
4
2
5
5
4
4
32
Yes
Non-Travel
1,407
Software
16
3
Technical Degree
1
1,887
4
Male
110
3
5
Human Resources
4
Married
28,030
168,180
2
Y
No
0
3
3
80
3
21
5
3
12
10
3
9
22
Yes
Travel_Rarely
103
Software
41
1
Other
1
1,888
2
Male
60
3
2
Laboratory Technician
3
Divorced
20,339
508,475
1
Y
Yes
44
4
1
80
4
32
5
2
5
2
4
3
34
No
Non-Travel
620
Hardware
23
3
Other
1
1,889
2
Male
125
1
4
Human Resources
2
Married
43,389
86,778
0
Y
Yes
7
4
1
80
2
26
4
3
14
8
6
11
53
Yes
Travel_Rarely
1,109
Support
25
2
Life Sciences
1
1,890
2
Male
167
1
1
Manufacturing Director
2
Married
23,479
680,891
2
Y
Yes
45
3
2
80
3
23
3
3
10
7
8
10
27
Yes
Travel_Frequently
1,397
Hardware
36
4
Marketing
1
1,891
3
Female
91
2
4
Laboratory Technician
3
Married
35,759
393,349
6
Y
No
12
4
2
80
2
29
3
3
2
2
1
2
44
Yes
Travel_Rarely
972
Support
5
5
Life Sciences
1
1,892
3
Male
185
1
2
Developer
3
Married
4,031
24,186
5
Y
Yes
21
2
1
80
1
7
3
2
4
4
1
3
57
Yes
Non-Travel
732
Human Resources
44
5
Medical
1
1,893
3
Female
76
3
4
Manager
3
Married
39,579
791,580
1
Y
No
34
4
1
80
3
39
1
1
34
10
1
25
37
No
Non-Travel
214
Human Resources
11
4
Marketing
1
1,894
2
Male
159
3
1
Sales Representative
4
Single
27,809
361,517
3
Y
No
28
4
1
80
2
32
5
2
8
8
5
6
42
Yes
Travel_Rarely
224
Support
24
4
Human Resources
1
1,895
4
Female
95
3
3
Laboratory Technician
2
Single
17,562
491,736
2
Y
No
46
1
1
80
3
12
3
2
6
3
2
6
59
Yes
Travel_Rarely
649
Human Resources
22
2
Life Sciences
1
1,896
3
Female
176
3
1
Laboratory Technician
2
Married
8,888
222,200
5
Y
Yes
39
1
2
80
1
22
6
2
5
3
2
2
30
No
Travel_Rarely
1,349
Research & Development
16
1
Marketing
1
1,897
4
Male
30
2
3
Developer
4
Single
2,664
42,624
2
Y
No
21
4
2
80
3
15
3
3
15
2
3
11
37
Yes
Travel_Rarely
1,382
Human Resources
29
5
Technical Degree
1
1,898
3
Male
179
1
2
Developer
1
Married
42,483
849,660
0
Y
Yes
17
3
2
80
4
23
6
4
14
12
7
5
40
No
Travel_Frequently
393
Sales
2
2
Other
1
1,899
3
Female
62
1
2
Human Resources
4
Divorced
21,495
128,970
6
Y
No
33
2
2
80
3
29
4
2
25
8
3
9
31
No
Travel_Frequently
301
Software
12
3
Medical
1
1,900
1
Male
42
3
5
Manager
1
Married
35,691
713,820
6
Y
No
48
4
4
80
1
21
1
1
15
5
13
12