Individual Assignment

Employee Attrition

A company is looking into its employee attrition rates (i.e., it is trying to know when and why an employee decides to leave the company). This would help the company to improve its business environment accordingly so that it can hold on to its best employees.

In this project, you will need to evaluate each factor and its relationship with attrition, for example, the employee age, or the job role and its impact on attrition, etc. For the data set, use the attached excel file.

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Individual Project III

1.0 1. Scope and Objectives

Clarify the scope of the project. Limit one to two paragraphs.

2.0 Methodology

2.1 Tools/Analytics

· Mention the tools and techniques used to analyze the data

· Explain how the data used addresses the analysis or research

Initial analysis statement

· In brief explain how you set up your analysis method and validate your regression model

· Mention the ideas/ opportunities that your analysis can propose to the company

Grading Rubric

Key Points

Grade allocation

(%)

Format (font type, size, tables, charts)

20

Analysis

Analysing all factors (

10

)

Analysing all data (10)

Having a regression analysis (10)

Having charts (5)

Data discussion (10)

45

Overall content, including references (APA Style)

25

Creativity in presenting the data

10

N.B. Failure to comply with the above would result in low grades.

Word limit

Project III: 800 words (excluding tables, graphs, and appendix)

Deadline: Aug 19th- 11:59 PM

Deliverable

Excel file, and a word file

ears

1

1 2

1 1 2

4

2

4

9

9

8 Y Yes 11 3 1

0 8 0 1

4 0 5

9

8 1 Life Sciences 1 2 3

2 2

2

0

7

1 Y No

4 4 80 1

3 3 10 7 1 7

Yes Travel_Rarely

Research & Development 2 2

1 4 4 Male

2 1

3 Single

90

6 Y Yes

3 2 80 0 7 3 3 0 0 0 0

No Travel_Frequently

2

Research & Development 3 4 Life Sciences 1 5 4 Female

3 1 Research Scientist 3 Married

09

1 Y Yes 11 3 3 80 0 8 3 3 8 7 3 0

27 No Travel_Rarely

Research & Development 2 1

1 7 1 Male

3 1 Laboratory Technician 2 Married

6

9 Y No

3 4 80 1 6 3 3 2 2 2 2

32 No Travel_Frequently

5

Research & Development 2 2 Life Sciences 1 8 4 Male

3 1 Laboratory Technician 4 Single

68

0 Y No 13 3 3 80 0 8 2 2 7 7 3 6

59 No Travel_Rarely

4

Research & Development 3 3 Medical 1 10 3 Female

4 1 Laboratory Technician 1 Married

0

64

4 Y Yes 20 4 1 80 3 12 3 2 1 0 0 0

30 No Travel_Rarely

8

Research & Development 24 1 Life Sciences 1 11 4 Male 67 3 1 Laboratory Technician 3

93

5

1 Y No

4 2 80 1 1 2 3 1 0 0 0

No Travel_Frequently

6

Research & Development 23 3 Life Sciences 1 12 4 Male

2 3

3 Single

6

7

0 Y No 21 4 2 80 0 10 2 3 9 7 1 8

No Travel_Rarely

9

Research & Development 27 3 Medical 1 13 3 Male 94 3 2

3 Married

7

7

6 Y No 13 3 2 80 2

3 2 7 7 7 7

35 No Travel_Rarely

Research & Development 16 3 Medical 1

1 Male

4 1 Laboratory Technician 2 Married

6

9

0 Y No 13 3 3 80 1 6 5 3 5 4 0 3

29 No Travel_Rarely

Research & Development 15 2 Life Sciences 1 15 4 Female 49 2 2 Laboratory Technician 3 Single

3

0 Y Yes 12 3 4 80 0 10 3 3 9 5 0 8

31 No Travel_Rarely

Research & Development 26 1 Life Sciences 1 16 1 Male 31 3 1 Research Scientist 3 Divorced

1

70

1 Y No 17 3 4 80 1 5 1 2 5 2 4 3

34 No Travel_Rarely

Research & Development 19 2 Medical 1 18 2 Male 93 3 1 Laboratory Technician 4 Divorced

1

0 Y No 11 3 3 80 1 3 2 3 2 2 1 2

Yes Travel_Rarely

Research & Development 24 3 Life Sciences 1 19 3 Male

2 1 Laboratory Technician 3 Single

8

7

5 Y Yes 14 3 2 80 0 6 4 3 4 2 0 3

29 No Travel_Rarely

9

Research & Development 21 4 Life Sciences 1 20 2 Female 51 4 3 Manufacturing Director 1 Divorced

0

1 Y No 11 3 3 80 1 10 1 3 10 9 8 8

32 No Travel_Rarely

Research & Development 5 2 Life Sciences 1 21 1 Male 80 4 1 Research Scientist 2 Divorced

53

0 Y Yes 12 3 4 80 2 7 5 2 6 2 0 5

22 No

3

Research & Development 16 2 Medical 1 22 4 Male 96 4 1 Laboratory Technician 4 Divorced

5

4

1 Y Yes 13 3 2 80 2 1 2 2 1 0 0 0

53 No Travel_Rarely

9

Sales 2 4 Life Sciences 1 23 1 Female 78 2 4 Manager 4 Married

27

2 Y No 16 3 3 80 0 31 3 3

8 3 7

38 No Travel_Rarely

Research & Development 2 3 Life Sciences 1 24 4 Male

3 1 Research Scientist 4 Single

4

06

5 Y Yes 11 3 3 80 0 6 3 3 3 2 1 2

24 No Non-Travel

Research & Development 11 2 Other 1 26 1 Female 96 4 2 Manufacturing Director 3 Divorced

1

0 Y No 18 3 4 80 1 5 5 2 4 2 1 3

36 Yes Travel_Rarely

Sales 9 4 Life Sciences 1 27 3 Male 82 2 1

1 Single

7

7 Y No 23 4 2 80 0 10 4 3 5 3 0 3

34 No Travel_Rarely

9

Research & Development 7 4 Life Sciences 1 28 1 Female 53 3 3

2 Single

0 Y No 11 3 3 80 0 13 4 3 12 6 2 11

21 No Travel_Rarely

Research & Development 15 2 Life Sciences 1 30 3 Male 96 3 1 Research Scientist 4 Single

81

1 Y No 14 3 4 80 0 0 6 3 0 0 0 0

34 Yes Travel_Rarely

Research & Development 6 1 Medical 1 31 2 Male

3 1 Research Scientist 1 Single

2 Y No 11 3 3 80 0 8 2 3 4 2 1 3

53 No Travel_Rarely

2

Research & Development 5 3 Other 1 32 3 Female 58 3 5 Manager 3 Divorced

94

35

4 Y No 11 3 4 80 1 26 3 2 14 13 4 8

32 Yes Travel_Frequently

Research & Development 16 1 Life Sciences 1 33 2 Female

1 1 Research Scientist 1 Single

1

1 Y Yes 22 4 2 80 0 10 5 3 10 2 6 7

42 No Travel_Rarely

Sales 8 4

1 35 3 Male

3 2 Sales Executive 2 Married

5

3

0 Y No 11 3 4 80 1 10 2 3 9 7 4 2

44 No Travel_Rarely

Research & Development 7 4 Medical 1 36 1 Female 42 2 3 Healthcare Representative 4 Married

3 Y No 14 3 4 80 1 24 4 3 22 6 5 17

46 No Travel_Rarely

Sales 2 4 Marketing 1 38 2 Female 83 3 5 Manager 1 Single

4

7

22

3 Y No 12 3 4 80 0 22 2 2 2 2 2 1

33 No Travel_Rarely

Research & Development 2 3 Medical 1 39 3 Male 78 3 1 Laboratory Technician 4 Single

6

0

4 Y No 11 3 4 80 0 7 3 3 1 1 0 0

44 No Travel_Rarely

9

Research & Development 10 4 Other 1 40 4 Male 41 3 2 Healthcare Representative 4 Married

1

2 Y Yes 13 3 4 80 0 9 5 4 4 2 1 3

30 No Travel_Rarely 125 Research & Development 9 2 Medical 1 41 4 Male 83 2 1 Laboratory Technician 3 Single

17

1 Y No 13 3 1 80 0 10 5 3 10 0 1 8

39 Yes Travel_Rarely

Sales 5 3

1 42 4 Male 56 3 2 Sales Representative 4 Married

6

3

3 Y No 14 3 3 80 1 19 6 4 1 0 0 0

24 Yes Travel_Rarely

Research & Development 1 3 Medical 1 45 2 Male 61 3 1 Research Scientist 4 Married

0

2 Y Yes 16 3 1 80 1 6 2 2 2 0 2 0

43 No Travel_Rarely

Research & Development 2 2 Medical 1 46 4 Female 72 4 1 Research Scientist 3 Divorced

5

1 Y No 12 3 4 80 2 6 3 2 5 3 1 4

50 Yes Travel_Rarely

Sales 3 2 Marketing 1 47 1 Male 86 2 1 Sales Representative 3 Married

0

1 Y Yes 14 3 3 80 0 3 2 3 3 2 0 2

35 No Travel_Rarely

Sales 2 3 Marketing 1 49 4 Female

3 1 Sales Representative 4 Married

4

7

1 Y No 13 3 1 80 0 2 3 3 2 2 2 2

36 No Travel_Rarely

2

Research & Development 5 4 Life Sciences 1 51 2 Female 82 2 1 Research Scientist 1 Married

9

2

9 Y Yes 14 3 4 80 1 6 3 4 1 1 0 0

33 No Travel_Frequently

Sales 1 3 Life Sciences 1 52 3 Female 42 4 2 Sales Executive 1 Married

2 Y No 19 3 1 80 2 10 3 3 5 3 1 3

35 No Travel_Rarely

Research & Development 4 2 Other 1 53 3 Male

3 1 Laboratory Technician 4 Divorced

1

1

0

1 Y No 12 3 3 80 1 1 3 3 1 0 0 0

27 No Travel_Rarely

0

Research & Development 2 4 Life Sciences 1 54 4 Female 33 3 1 Laboratory Technician 1 Divorced

1

15

1 Y No 13 3 4 80 1 1 6 3 1 0 0 0

26 Yes Travel_Rarely

7

Research & Development 25 3 Life Sciences 1

1 Male 48 1 1 Laboratory Technician 3 Single 2293

58

1 Y No 12 3 3 80 0 1 2 2 1 0 0 1

27 No Travel_Frequently 994 Sales 8 3 Life Sciences 1 56 4 Male 37 3 3 Sales Executive 3 Single

6

5

1 Y No 15 3 4 80 0 9 0 3 9 8 1 7

30 No Travel_Frequently

Research & Development 1 2 Medical 1 57 3 Female 58 3 2 Laboratory Technician 4 Single 4011

1 Y No 23 4 4 80 0 12 2 3 12 8 3 7

41 Yes Travel_Rarely

Research & Development 12 3 Technical Degree 1 58 2 Female 49 3 5 Research Director 3 Married

5

80

1 Y No 12 3 4 80 0 23 0 3 22 15 15 8

34 No Non-Travel

5

Sales 23 4 Marketing 1 60 2 Male 72 3 2 Sales Executive 3 Single

8

4

0 Y No 20 4 3 80 0 10 2 3 9 5 8 7

37 No Travel_Rarely

Research & Development 19 2 Life Sciences 1 61 2 Male 73 3 1 Research Scientist 2 Married

4 Y No 21 4 1 80 0 8 1 3 1 0 0 0

46 No Travel_Frequently

Sales 5 4 Marketing 1 62 1 Male 98 3 2 Sales Executive 4 Single

2

45

4 Y Yes 21 4 3 80 0 14 4 3 9 6 0 8

35 No Travel_Rarely

Research & Development 8 1 Life Sciences 1

4 Male 36 4 1 Laboratory Technician 4 Married

9

2

1 Y No 19 3 4 80 0 1 2 3 1 0 0 1

48 Yes Travel_Rarely

Research & Development 1 2 Life Sciences 1 64 1 Male 98 2 3 Laboratory Technician 3 Single

1

4

9 Y Yes 13 3 4 80 0 23 2 3 1 0 0 0

28 Yes Travel_Rarely

4

Research & Development 5 4 Technical Degree 1 65 3 Male 50 3 1 Laboratory Technician 3 Single

79

1 Y Yes 13 3 3 80 0 2 3 2 2 2 2 2

44 No Travel_Rarely

Sales 1 5 Marketing 1 68 2 Female 75 3 2 Sales Executive 1 Divorced

5 Y Yes 21 4 3 80 1 9 2 2 4 3 1 3

35 No Non-Travel

Research & Development 11 2 Medical 1 70 3 Male 79 2 3 Healthcare Representative 1 Married

4

2

2 Y Yes 13 3 3 80 1 10 3 3 4 0 2 3

26 No Travel_Rarely

3

Sales 23 3 Marketing 1 72 3 Female 47 2 2 Sales Executive 4 Married

7

7 Y Yes 19 3 3 80 1 5 2 2 2 2 0 0

33 No Travel_Frequently

Research & Development 1 2 Life Sciences 1 73 1 Female 98 3 3 Research Director 4 Single

58

46

1 Y Yes 12 3 3 80 0 15 1 3 15 14 8 12

35 No Travel_Frequently

Sales 18 5 Life Sciences 1

2 Male 71 3 3 Sales Executive 1 Married

9

31

1 Y No 22 4 4 80 1 9 3 2 9 8 1 8

35 No Travel_Rarely

Research & Development 23 4 Medical 1 75 3 Female 30 3 1 Laboratory Technician 1 Married

02

3 Y Yes 15 3 3 80 1 4 3 3 2 2 2 2

31 No Travel_Rarely

Research & Development 7 4 Life Sciences 1 76 4 Male 48 3 2 Laboratory Technician 4 Divorced

5

3 Y No 22 4 4 80 1 10 3 2 7 7 1 7

37 No Travel_Rarely

Research & Development 1 4 Life Sciences 1 77 1 Male 51 2 2 Manufacturing Director 3 Divorced

3

1 Y No 18 3 3 80 1 7 2 4 7 5 0 7

32 No Travel_Rarely

Research & Development 1 3 Medical 1 78 1 Male 33 3 2 Manufacturing Director 4 Married

1 Y Yes 22 4 2 80 1 9 3 3 9 8 7 8

38 No Travel_Frequently

Research & Development 29 5 Life Sciences 1 79 4 Female 50 3 2 Laboratory Technician 4 Single

6

1 Y No 11 3 4 80 0 10 2 3 10 3 9 9

50 No Travel_Rarely

Research & Development 7 2 Medical 1 80 2 Female 43 2 5 Research Director 3 Divorced

0

01

5 Y Yes 12 3 4 80 1 29 2 2 27 3 13 8

59 No Travel_Rarely

Sales 25 3 Life Sciences 1 81 1 Female 99 3 3 Sales Executive 1 Single

7

4

7 Y No 11 3 4 80 0 28 3 2 21 16 7 9

36 No Travel_Rarely

Research & Development 8 3 Technical Degree 1 83 3 Female 59 3 3 Healthcare Representative 3 Divorced

6

2

1 Y No 13 3 2 80 3 17 2 3 17 14 12 8

55 No Travel_Rarely

Research & Development 8 3 Medical 1 84 4 Female 33 3 4 Manager 3 Divorced

56

2 Y Yes 14 3 3 80 3 21 2 3 5 0 0 2

36 No Travel_Frequently

5

Research & Development 11 3 Life Sciences 1 85 2 Male 95 2 2 Manufacturing Director 2 Single

1 Y No 13 3 3 80 0 6 3 3 6 5 0 3

45 No Travel_Rarely

9

Research & Development 7 3 Life Sciences 1 86 2 Male 59 3 3 Research Scientist 1 Divorced

7

2 Y No 17 3 3 80 1 25 2 3 1 0 0 0

35 No Travel_Frequently

Research & Development 1 3 Medical 1 88 2 Male 79 3 1 Research Scientist 1 Married

8

4 Y No 13 3 4 80 1 5 2 2 3 2 1 2

36 Yes Travel_Rarely

Research & Development 9 3 Medical 1 90 4 Male 79 2 1 Research Scientist 3 Married

8

7

0 Y Yes 17 3 1 80 1 2 0 2 1 0 0 0

59 No Travel_Frequently

Sales 1 1 Life Sciences 1 91 1 Female 57 2 2 Sales Executive 3 Single

8

7 Y No 11 3 4 80 0 20 2 2 4 3 1 3

29 No Travel_Rarely

Research & Development 2 3 Life Sciences 1 94 3 Male 76 3 1 Research Scientist 2 Married

3

6

0 Y No 23 4 4 80 1 6 3 3 5 4 0 4

31 No Travel_Rarely

Research & Development 1 4 Medical 1 95 3 Male 87 3 1 Research Scientist 2 Single

1

1 Y No 17 3 2 80 0 1 4 3 1 1 1 0

32 No Travel_Rarely

Research & Development 1 3 Life Sciences 1 96 2 Male 66 3 2 Research Scientist 2 Married

0

1 Y No 17 3 2 80 2 10 3 3 10 4 0 9

36 No Travel_Rarely 132 Research & Development 6 3 Life Sciences 1 97 2 Female 55 4 1 Laboratory Technician 4 Married

8

2

3 Y No 12 3 2 80 0 5 3 3 1 0 0 0

31 No Travel_Rarely

Research & Development 8 4 Life Sciences 1 98 3 Female 61 3 2 Manufacturing Director 4 Single

4

2

1 Y No 23 4 4 80 0 11 2 3 11 7 1 8

35 No Travel_Rarely

Sales 1 4 Marketing 1 100 3 Male 32 2 2 Sales Executive 1 Single

16

0 Y No 14 3 2 80 0 16 2 3 15 13 2 8

45 No Travel_Rarely 193 Research & Development 6 4 Other 1 101 4 Male 52 3 3 Research Director 1 Married

7

4 Y Yes 14 3 2 80 0 17 3 4 0 0 0 0

37 No Travel_Rarely

Research & Development 7 4 Medical 1 102 1 Male 30 3 3 Research Director 3 Single

4

58

4 Y No 13 3 1 80 0 16 3 4 5 2 0 2

46 No Travel_Rarely

5 2 Medical 1 103 2 Male 80 3 2 Human Resources 2 Divorced

1

25

8 Y Yes 22 4 4 80 1 16 2 3 4 2 0 2

30 No Travel_Rarely

Research & Development 1 1 Life Sciences 1 104 4 Male 55 2 2 Laboratory Technician 4 Married

98

1 Y Yes 12 3 3 80 2 10 1 2 10 8 3 0

35 No Travel_Rarely

Research & Development 1 3 Medical 1 105 2 Male 30 2 1 Research Scientist 3 Single

78

1 Y No 18 3 1 80 0 6 3 3 6 4 0 4

55 No Travel_Rarely 111 Sales 1 2 Life Sciences 1 106 1 Male 70 3 3 Sales Executive 4 Married

92

3 Y No 14 3 4 80 1 24 4 3 1 0 1 0

38 No Non-Travel

Research & Development 6 3 Medical 1 107 2 Female 79 1 2 Research Scientist 4 Divorced

9

7

7 Y Yes 12 3 4 80 3 17 3 3 13 11 1 9

34 No Travel_Rarely

Research & Development 1 2 Medical 1 110 1 Male 94 3 2 Manufacturing Director 2 Married

5

6

1 Y No 15 3 3 80 0 5 2 3 5 2 1 3

56 No Travel_Rarely

0

Research & Development 7 3 Life Sciences 1 112 4 Male 49 1 3 Manufacturing Director 4 Single

8

4 Y No 11 3 1 80 0 37 3 2 6 4 0 2

23 No Travel_Rarely

Sales 2 1 Technical Degree 1

3 Male 62 3 1 Sales Representative 1 Divorced

3 Y No 13 3 3 80 1 3 3 3 0 0 0 0

51 No Travel_Rarely 432 Research & Development 9 4 Life Sciences 1

4 Male 96 3 1 Laboratory Technician 4 Married

5

3 Y No 23 4 2 80 2 10 4 3 4 2 0 3

30 No Travel_Rarely

Research & Development 2 3 Life Sciences 1 117 3 Male 99 2 2 Healthcare Representative 4 Married

30

1 Y No 19 3 1 80 3 11 3 3 11 10 10 8

46 Yes Travel_Rarely

Sales 9 2 Medical 1

3 Male 64 2 3 Sales Executive 4 Single

6

1 Y No 16 3 4 80 0 9 3 3 9 8 4 7

40 No Travel_Frequently

Research & Development 1 4 Life Sciences 1 119 3 Male 78 2 4 Healthcare Representative 2 Married

3

5

1 Y No 22 4 4 80 1 22 3 2 22 3 11 11

51 No Travel_Rarely

Sales 21 4 Marketing 1

3 Male 71 3 2 Sales Executive 4 Single

1

0 Y Yes 22 4 4 80 0 11 2 1 10 7 1 0

30 No Travel_Rarely

Sales 4 2 Medical 1 121 3 Female 63 2 2 Sales Executive 2 Divorced

9

0

1 Y Yes 12 3 2 80 3 11 4 2 11 8 2 7

46 No Travel_Frequently

Research & Development 1 3 Medical 1 124 3 Male 40 2 3 Healthcare Representative 1 Married

2

2 Y Yes 13 3 3 80 1 21 5 2 10 9 9 5

32 No Travel_Rarely

Sales 6 4 Medical 1 125 2 Male 87 3 2 Sales Executive 3 Single

0

01

1 Y No 16 3 1 80 0 12 0 3 11 8 5 7

54 No Travel_Rarely

Research & Development 2 4 Technical Degree 1 126 1 Female 60 3 3 Research Director 3 Married

9

1

9 Y No 12 3 1 80 1 16 5 1 4 3 0 3

24 No Travel_Rarely

Sales 3 2 Other 1 128 1 Female 33 3 2 Sales Executive 3 Married

19

0 Y No 21 4 1 80 1 4 2 2 3 2 0 2

28 No Non-Travel 120 Sales 4 3 Medical 1 129 2 Male 43 3 2 Sales Executive 3 Married

1 Y No 15 3 2 80 0 5 3 4 5 4 0 4

58 No Travel_Rarely 682 Sales 10 4 Medical 1

4 Male 37 3 4 Sales Executive 3 Single

2

9

0 Y No 13 3 3 80 0 38 1 2 37 10 1 8

44 No Non-Travel 489 Research & Development 23 3 Medical 1 132 2 Male 67 3 2 Laboratory Technician 2 Married

3

4 Y No 12 3 3 80 1 17 3 4 3 2 1 2

37 Yes Travel_Rarely

Human Resources 6 4 Human Resources 1 133 3 Male 63 3 1 Human Resources 1 Divorced

8

4 Y Yes 22 4 4 80 0 7 3 3 3 2 0 2

32 No Travel_Rarely

Research & Development 1 1 Life Sciences 1 134 4 Male 71 3 1 Research Scientist 1 Single

1 Y No 13 3 4 80 0 1 2 3 1 0 0 0

20 Yes Travel_Frequently

Research & Development 6 3 Life Sciences 1

4 Female 66 2 1 Laboratory Technician 4 Single

1 Y Yes 18 3 2 80 0 1 5 3 1 0 1 0

34 No Travel_Rarely

Research & Development 6 4 Other 1 138 1 Female 41 3 2 Research Scientist 3 Single

9

1 Y No 14 3 3 80 0 16 3 3 16 13 2 10

37 No Non-Travel

Research & Development 2 2 Life Sciences 1

3 Male 100 2 2 Healthcare Representative 4 Divorced

0

5 Y No 14 3 4 80 1 17 2 4 1 0 0 0

59 No Non-Travel

Human Resources 2 4 Human Resources 1 140 3 Female 32 2 5 Manager 4 Married

9 Y No 21 4 4 80 1 30 3 3 3 2 2 2

50 No Travel_Frequently 1115 Research & Development 1 3 Life Sciences 1 141 1 Female 73 3 5 Research Director 2 Married

2

3 Y Yes 19 3 1 80 0 28 1 2 8 3 0 7

25 Yes Travel_Rarely 240 Sales 5 3 Marketing 1 142 3 Male 46 2 2 Sales Executive 3 Single

4

1 Y Yes 11 3 4 80 0 6 1 3 6 4 0 3

25 No Travel_Rarely

Research & Development 7 1 Medical 1 143 4 Male 64 2 1 Research Scientist 4 Married

97

1 Y No 11 3 3 80 2 2 2 3 2 2 2 1

22 No Travel_Rarely

Research & Development 15 3 Medical 1 144 2 Female 59 3 1 Laboratory Technician 4 Single

1

5

1 Y No 15 3 3 80 0 1 5 3 0 0 0 0

51 No Travel_Frequently

Research & Development 1 4 Medical 1 145 1 Female 30 2 3 Healthcare Representative 1 Single

6

3 Y No 20 4 3 80 0 23 1 2 13 12 12 8

34 Yes Travel_Frequently

Research & Development 7 3 Life Sciences 1 147 1 Male 66 1 2 Laboratory Technician 3 Single

4

7

1 Y Yes 24 4 4 80 0 9 3 3 9 7 0 6

54 No Non-Travel 142 Human Resources 26 3 Human Resources 1

4 Female 30 4 4 Manager 4 Single

8

1

2 Y Yes 12 3 3 80 0 23 3 3 5 3 4 4

24 No Travel_Rarely

Research & Development 18 1 Life Sciences 1 150 2 Male 52 3 1 Laboratory Technician 3 Married

4

7

0 Y No 12 3 3 80 1 6 2 3 5 3 1 2

34 No Travel_Rarely

Research & Development 6 4 Life Sciences 1 151 3 Female 45 2 2 Research Scientist 2 Divorced

0

6 Y No 15 3 3 80 1 12 3 3 1 0 0 0

37 No Travel_Rarely

Sales 3 3 Life Sciences 1 152 3 Male 87 3 3 Sales Executive 4 Single

6

2 Y No 12 3 1 80 0 12 3 3 5 3 1 3

34 No Travel_Rarely 1354 Research & Development 5 3 Medical 1 153 3 Female 45 2 3 Manager 1 Single

5

2 Y No 12 3 4 80 0 14 6 3 11 10 5 8

36 No Travel_Frequently

Sales 11 2 Technical Degree 1

2 Female 92 3 3 Sales Executive 4 Married

0 Y No 14 3 3 80 1 10 6 3 9 7 2 8

36 No Travel_Rarely 922 Research & Development 3 2 Life Sciences 1

1 Female 39 3 1 Laboratory Technician 4 Divorced

5

1

5 Y No 22 4 1 80 1 7 2 3 1 0 0 0

43 No Travel_Frequently 394 Sales 26 2 Life Sciences 1 158 3 Male 92 3 4 Manager 4 Married

1 Y Yes 12 3 4 80 2 25 3 4 25 12 4 12

30 No Travel_Frequently

Research & Development 23 3 Life Sciences 1 159 1 Male 96 1 1 Research Scientist 3 Divorced

3

0

1 Y No 25 4 3 80 3 10 2 2 10 7 0 9

33 No Non-Travel

Sales 22 2 Marketing 1 160 3 Male 95 3 2 Sales Executive 2 Married

6

0

0 Y No 13 3 1 80 1 8 2 4 7 7 0 7

56 Yes Travel_Rarely 441 Research & Development 14 4 Life Sciences 1 161 2 Female 72 3 1 Research Scientist 2 Married

3

0

9 Y Yes 18 3 1 80 3 7 2 3 5 4 4 3

51 No Travel_Rarely

Research & Development 6 3 Life Sciences 1 162 1 Male 51 3 5 Research Director 3 Single

7

7 Y No 13 3 3 80 0 23 5 3 20 18 15 15

31 Yes Travel_Rarely 249 Sales 6 4 Life Sciences 1 163 2 Male 76 1 2 Sales Executive 3 Married

2

4 Y Yes 18 3 2 80 0 12 3 2 7 7 7 7

26 No Travel_Rarely

Research & Development 6 3 Other 1

3 Female 46 2 1 Research Scientist 2 Married

00

1 Y No 19 3 3 80 0 5 3 2 5 4 4 3

58 Yes Travel_Rarely 147 Research & Development 23 4 Medical 1

4 Female 94 3 3 Healthcare Representative 4 Married

1 Y No 12 3 4 80 1 40 3 2 40 10 15 6

19 Yes Travel_Rarely 528 Sales 22 1 Marketing 1 167 4 Male 50 3 1 Sales Representative 3 Single

1 Y Yes 19 3 4 80 0 0 2 2 0 0 0 0

22 No Travel_Rarely

Research & Development 2 1 Technical Degree 1 169 3 Male 100 3 1 Laboratory Technician 4 Married

0 Y No 14 3 3 80 1 3 2 3 2 1 2 1

49 No Travel_Rarely

Research & Development 20 4 Medical 1

3 Female 96 3 2 Manufacturing Director 1 Married

1 Y No 14 3 3 80 0 16 2 2 15 11 5 11

43 No Travel_Frequently

Research & Development 28 3 Medical 1

2 Female 72 4 1 Research Scientist 3 Single

0

4 Y No 12 3 4 80 0 18 2 3 3 2 1 2

50 No Travel_Frequently 809 Sales 12 3 Marketing 1

3 Female 77 3 3 Sales Executive 4 Single

8

4 Y No 11 3 4 80 0 16 3 3 2 2 2 1

31 Yes Travel_Rarely

Sales 20 3 Life Sciences 1 175 2 Female 71 1 2 Sales Executive 3 Married

88

3 Y Yes 11 3 3 80 1 4 2 3 2 2 2 2

41 No Travel_Rarely

Sales 9 1 Life Sciences 1

3 Male 96 3 3 Sales Executive 3 Divorced

9

6

3 Y Yes 13 3 3 80 1 12 2 3 9 7 0 7

26 No Travel_Rarely

Human Resources 25 1 Life Sciences 1 177 3 Female 61 3 1 Human Resources 3 Married

1 Y No 23 4 4 80 1 8 3 3 8 7 5 7

36 No Travel_Rarely

Research & Development 6 2 Medical 1 178 2 Male 84 3 2 Manufacturing Director 2 Divorced

9

6 Y No 20 4 4 80 2 7 0 3 3 2 0 1

51 Yes Travel_Frequently

Research & Development 8 4 Life Sciences 1

1 Male 53 1 3 Manufacturing Director 4 Single

5

0

2 Y No 15 3 4 80 0 18 2 3 4 2 0 3

39 No Travel_Rarely

Sales 4 4 Life Sciences 1

4 Female 47 2 2 Sales Executive 3 Married

2

0

4 Y No 14 3 3 80 1 17 1 4 15 11 5 9

25 No Travel_Rarely 959 Sales 28 3 Life Sciences 1

1 Male 41 2 2 Sales Executive 3 Married

5

2 Y No 18 3 4 80 0 6 3 3 2 2 2 2

30 No Travel_Rarely

Human Resources 9 3 Human Resources 1

3 Male 48 3 2 Human Resources 4 Married

0 Y Yes 19 3 4 80 0 12 2 1 11 9 4 7

32 Yes Travel_Rarely

Research & Development 9 3 Medical 1 190 1 Female 41 3 1 Laboratory Technician 1 Single

7 Y No 22 4 1 80 0 10 2 4 5 4 0 4

45 No Travel_Rarely

Research & Development 29 3 Medical 1 192 3 Male 83 3 1 Research Scientist 4 Single

5 Y No 13 3 2 80 0 9 2 2 6 5 0 3

38 No Travel_Rarely 364 Research & Development 3 5 Technical Degree 1 193 4 Female 32 3 2 Research Scientist 3 Single

7

3 Y Yes 20 4 2 80 0 19 2 3 3 2 2 2

30 No Travel_Rarely

Research & Development 18 3 Life Sciences 1 194 1 Female 75 3 1 Research Scientist 3 Single

2

1 Y No 14 3 3 80 0 5 4 2 5 4 0 4

32 No Travel_Frequently 689 Sales 9 2 Medical 1 195 4 Male 35 1 2 Sales Executive 4 Divorced

0 Y No 17 3 4 80 3 9 2 4 8 7 0 7

30 No Travel_Rarely 201 Research & Development 5 3 Technical Degree 1 197 4 Female 84 3 1 Research Scientist 1 Divorced

5

5 Y No 14 3 4 80 1 8 3 3 3 2 2 2

30 No Travel_Rarely

Research & Development 2 1 Medical 1

2 Male 35 2 1 Laboratory Technician 4 Single

0 Y No 13 3 4 80 0 6 3 3 5 3 1 2

41 No Travel_Frequently

Research & Development 10 3 Life Sciences 1

4 Male 91 2 4 Manager 1 Divorced

1

4 Y No 13 3 2 80 1 21 2 2 7 6 7 7

41 No Travel_Rarely

Research & Development 9 4 Life Sciences 1 200 3 Male 94 3 1 Laboratory Technician 1 Married

2 Y No 21 4 4 80 1 7 2 3 5 0 1 4

19 No Travel_Rarely

Research & Development 3 1 Medical 1 201 2 Female 79 3 1 Laboratory Technician 2 Single

1 Y No 14 3 4 80 0 1 3 3 1 0 0 0

40 No Travel_Frequently

Research & Development 26 3 Medical 1 202 2 Female 54 3 2 Research Scientist 2 Divorced

5

4

1 Y No 11 3 1 80 1 20 2 3 20 7 2 13

35 No Travel_Rarely

Sales 1 5 Marketing 1 204 3 Male 94 3 3 Sales Executive 2 Married

5

1 Y No 13 3 1 80 2 10 3 3 10 8 0 6

53 No Travel_Rarely

Sales 6 2 Marketing 1

2 Male 34 3 2 Sales Representative 3 Married

7

2 Y Yes 20 4 4 80 1 13 3 1 7 7 4 5

45 No Travel_Rarely 194 Research & Development 9 3 Life Sciences 1 206 2 Male 60 3 2 Laboratory Technician 2 Divorced

1

8 Y No 18 3 3 80 1 20 2 1 17 9 0 15

32 No Travel_Frequently

Sales 8 3 Marketing 1 207 2 Female 43 3 3 Sales Executive 4 Single

8

9

1 Y No 14 3 4 80 0 9 2 3 9 8 3 7

29 No Non-Travel

Research & Development 1 1 Technical Degree 1 208 4 Male 41 3 2 Manufacturing Director 3 Married

3

1 Y No 13 3 1 80 1 10 1 3 10 7 0 9

51 No Travel_Rarely

Research & Development 7 4 Medical 1 211 2 Male 34 2 2 Manufacturing Director 3 Married

2

2 Y No 17 3 3 80 0 10 2 3 1 0 0 0

58 No Travel_Rarely

Research & Development 9 3 Medical 1 214 2 Female 75 2 1 Research Scientist 2 Married

4 Y Yes 20 4 2 80 1 9 3 2 1 0 0 0

40 No Travel_Rarely

Sales 4 4 Marketing 1

3 Male 67 2 3 Sales Executive 4 Married

7 Y No 11 3 1 80 1 15 2 2 12 11 2 11

34 No Travel_Frequently 303 Sales 2 4 Marketing 1 216 3 Female 75 3 1 Sales Representative 3 Married 2231

4

6 Y No 18 3 4 80 1 6 3 3 4 3 1 2

22 No Travel_Rarely

Research & Development 19 1 Medical 1 217 3 Male 80 3 1 Research Scientist 4 Married

1 Y No 24 4 1 80 2 2 6 3 2 2 2 2

27 No Non-Travel 691 Research & Development 9 3 Medical 1 218 4 Male 57 3 1 Research Scientist 2 Divorced

0

6 Y No 18 3 4 80 1 6 1 1 2 2 2 2

28 No Travel_Rarely 440 Research & Development 21 3 Medical 1 221 3 Male 42 3 1 Research Scientist 4 Married

1 Y No 11 3 3 80 1 5 2 1 5 2 0 2

57 No Travel_Rarely 334 Research & Development 24 2 Life Sciences 1 223 3 Male 83 4 3 Healthcare Representative 4 Divorced

9

2

3 Y Yes 16 3 2 80 1 12 2 1 5 3 1 4

27 No Non-Travel

Research & Development 3 3 Medical 1 224 3 Male 79 2 1 Research Scientist 3 Divorced

26

1 Y Yes 15 3 4 80 1 1 2 2 1 1 0 1

50 No Travel_Rarely

Research & Development 11 3 Life Sciences 1 226 3 Female 53 3 5 Manager 2 Single

6

3 Y No 15 3 2 80 0 21 5 3 5 4 4 4

41 No Travel_Rarely 465 Research & Development 14 3 Life Sciences 1 227 1 Male 56 3 1 Research Scientist 3 Divorced

9

4 Y No 12 3 1 80 1 13 2 3 9 8 1 8

30 No Travel_Rarely

Sales 5 3 Life Sciences 1 228 2 Female 41 3 3 Sales Executive 4 Married

3

2 Y No 12 3 3 80 1 12 2 3 10 9 7 4

38 No Travel_Rarely

Sales 1 4 Life Sciences 1 230 1 Female 59 2 2 Sales Executive 4 Single

4 Y No 22 4 3 80 0 12 2 4 8 3 0 7

32 No Travel_Rarely 120 Research & Development 6 5 Life Sciences 1 231 3 Male 43 3 1 Research Scientist 3 Single

3 Y No 20 4 1 80 0 8 2 3 5 4 1 4

27 No Travel_Rarely

Research & Development 17 3 Technical Degree 1 233 3 Male 51 3 1 Research Scientist 2 Married

8

4

0 Y Yes 16 3 4 80 1 6 3 2 5 2 1 1

19 Yes Travel_Frequently

Sales 1 1 Technical Degree 1 235 3 Female 100 1 1 Sales Representative 1 Single

0 Y No 21 4 1 80 0 1 5 4 0 0 0 0

36 No Travel_Frequently

Research & Development 3 2 Medical 1 238 4 Male 30 3 1 Laboratory Technician 2 Single

2

4 Y No 12 3 3 80 0 13 3 2 8 7 7 2

30 No Non-Travel 111 Research & Development 9 3 Medical 1 239 3 Male 66 3 2 Laboratory Technician 1 Divorced

1 Y No 11 3 3 80 2 12 4 3 12 9 6 10

45 No Travel_Rarely

Sales 4 2 Life Sciences 1 240 3 Female 30 3 2 Sales Executive 1 Divorced

4 Y Yes 11 3 1 80 1 9 3 4 5 4 0 3

56 No Travel_Rarely 713 Research & Development 8 3 Life Sciences 1

3 Female 67 3 1 Research Scientist 1 Divorced

7

9

4 Y Yes 18 3 3 80 1 19 3 3 2 2 2 2

33 No Travel_Rarely 134 Research & Development 2 3 Life Sciences 1

3 Male 90 3 1 Research Scientist 4 Single

5

0 Y No 14 3 1 80 0 4 2 4 3 1 0 2

19 Yes Travel_Rarely 303 Research & Development 2 3 Life Sciences 1 243 2 Male 47 2 1 Laboratory Technician 4 Single

1 Y No 22 4 3 80 0 1 3 2 1 0 1 0

46 No Travel_Rarely

Sales 1 2 Marketing 1

2 Female 92 3 3 Sales Executive 1 Divorced

3

7

1 Y No 25 4 3 80 3 24 2 3 24 13 15 7

38 No Travel_Rarely

Research & Development 9 2 Life Sciences 1 245 3 Female 75 3 1 Laboratory Technician 4 Single 2288 6319 1 Y No 12 3 3 80 0 2 3 3 2 2 2 1

31 No Travel_Rarely 140 Research & Development 12 1 Medical 1

3 Female 95 3 1 Research Scientist 4 Married

9

4

8 Y Yes 23 4 3 80 1 7 0 3 4 2 0 2

34 No Travel_Rarely

Research & Development 27 2 Medical 1 247 4 Female 95 3 1 Research Scientist 2 Single

2 Y No 15 3 4 80 0 9 3 3 3 2 1 2

41 Yes Travel_Rarely

Sales 20 2 Marketing 1 248 2 Female 70 3 1 Sales Representative 2 Single

1 Y Yes 22 4 4 80 0 4 5 2 4 3 0 2

50 No Travel_Rarely 328 Research & Development 1 3 Medical 1 249 3 Male 86 2 1 Laboratory Technician 3 Married

0

5

2 Y No 15 3 4 80 1 5 2 2 3 2 0 2

53 No Travel_Rarely

Research & Development 13 2 Medical 1 250 4 Female 57 4 2 Manufacturing Director 1 Divorced

0

0

1 Y No 11 3 3 80 2 5 3 3 4 2 1 3

33 No Travel_Rarely

Research & Development 14 3 Medical 1 252 4 Female 72 3 1 Research Scientist 2 Married

6

1 Y No 13 3 4 80 1 8 5 3 8 7 1 6

40 No Travel_Rarely 989 Research & Development 4 1 Medical 1 253 4 Female 46 3 5 Manager 3 Married

3

9 1 Y No 14 3 2 80 1 21 2 3 20 8 9 9

55 No Travel_Rarely

Research & Development 14 4 Medical 1

3 Male 61 4 5 Research Director 2 Single

8 Y No 11 3 4 80 0 36 3 3 24 15 2 15

34 No Travel_Frequently

Research & Development 2 1 Life Sciences 1 256 4 Male 45 2 2 Manufacturing Director 3 Married

4

1 Y No 17 3 3 80 0 10 2 2 10 9 1 9

51 No Travel_Rarely

Research & Development 3 3 Medical 1

4 Female 98 3 4 Healthcare Representative 2 Single

4

2

3 Y No 18 3 3 80 0 21 6 3 7 7 1 0

52 No Travel_Rarely 699 Research & Development 1 4 Life Sciences 1

3 Male 65 2 5 Manager 3 Married

9

0 Y No 14 3 1 80 1 34 5 3 33 18 11 9

27 No Travel_Rarely

Research & Development 9 3 Medical 1 260 4 Female 99 3 1 Research Scientist 2 Single

1

1 Y No 16 3 4 80 0 7 2 2 7 7 0 3

35 Yes Travel_Rarely

Research & Development 23 2 Life Sciences 1 261 2 Male 50 2 2 Manufacturing Director 3 Married

3 Y Yes 13 3 1 80 0 8 1 3 1 0 0 1

43 No Non-Travel

Research & Development 7 3 Medical 1 262 4 Male 37 4 1 Research Scientist 4 Divorced

8

4 Y No 14 3 4 80 3 7 3 4 5 4 2 2

45 No Non-Travel

Research & Development 2 2 Medical 1 264 1 Male 65 2 4 Manager 4 Married

2

2

9 Y No 23 4 4 80 1 22 1 3 20 8 11 8

37 No Travel_Rarely

Research & Development 21 3 Life Sciences 1

2 Male 65 4 1 Research Scientist 1 Married

7

1 Y Yes 12 3 1 80 1 8 3 2 8 7 1 7

35 No Travel_Frequently 138 Research & Development 2 3 Medical 1

2 Female 37 3 2 Laboratory Technician 2 Single

5 Y No 11 3 4 80 0 10 5 3 6 2 1 2

42 No Non-Travel 926 Research & Development 21 2 Medical 1 270 3 Female 36 3 2 Manufacturing Director 3 Divorced

9

2 Y No 16 3 2 80 1 11 5 3 5 3 0 2

38 No Travel_Rarely

Research & Development 2 4 Life Sciences 1

4 Male 88 3 2 Manufacturing Director 3 Married

9 Y No 14 3 2 80 0 14 3 3 1 0 0 0

38 No Travel_Rarely 1084 Research & Development 29 3 Technical Degree 1 273 4 Male 54 3 2 Manufacturing Director 4 Married

3 Y No 18 3 1 80 1 9 3 1 7 7 1 7

27 No Travel_Frequently

Research & Development 1 1 Technical Degree 1

3 Male 60 2 2 Manufacturing Director 1 Married

8

5 Y No 19 3 3 80 1 6 1 3 2 2 2 0

49 No Non-Travel

Research & Development 18 4 Life Sciences 1 275 4 Male 92 3 2 Manufacturing Director 4 Divorced

4

3

1 Y Yes 15 3 1 80 2 7 0 3 7 7 1 7

34 No Travel_Frequently 878 Research & Development 10 4 Medical 1 277 4 Male 43 3 1 Research Scientist 3 Divorced

1 Y Yes 17 3 4 80 1 5 4 4 5 3 2 0

40 No Travel_Rarely

Research & Development 19 2 Medical 1 281 3 Male 99 3 2 Laboratory Technician 4 Married

3

8 Y Yes 15 3 3 80 1 15 2 4 7 2 3 7

38 Yes Travel_Rarely

Research & Development 29 1 Medical 1

2 Male 70 3 2 Healthcare Representative 1 Married

4

7 Y Yes 19 3 2 80 0 17 2 3 1 0 0 0

29 Yes Travel_Rarely 121 Sales 27 3 Marketing 1 283 2 Female 35 3 3 Sales Executive 4 Married

1 Y No 22 4 4 80 3 10 3 2 10 4 1 9

22 No Travel_Rarely

Research & Development 5 3 Life Sciences 1

4 Male 60 4 1 Research Scientist 2 Divorced

2

1 Y Yes 16 3 1 80 1 4 2 2 4 2 2 2

36 No Travel_Frequently

Research & Development 18 1 Medical 1

2 Female 73 3 1 Laboratory Technician 4 Single

1 Y No 13 3 1 80 0 8 2 3 8 1 1 7

40 No Non-Travel

Research & Development 9 5 Life Sciences 1 287 4 Male 63 2 2 Healthcare Representative 4 Married

6

2

9 Y No 14 3 4 80 1 5 5 1 3 2 0 2

46 No Travel_Rarely

Research & Development 1 4 Medical 1 288 4 Male 97 3 3 Healthcare Representative 1 Divorced

8

7 Y No 16 3 3 80 1 17 3 3 4 2 0 3

32 Yes Travel_Rarely 1045 Sales 4 4 Medical 1 291 4 Male 32 1 3 Sales Executive 4 Married

2

1 Y No 11 3 3 80 0 14 2 2 14 8 9 8

30 No Non-Travel

Research & Development 1 1 Life Sciences 1

3 Male 88 2 3 Manufacturing Director 3 Single

1 Y No 22 4 3 80 0 12 2 3 11 8 5 8

27 No Travel_Frequently

Sales 20 3 Life Sciences 1 293 4 Female 90 3 2 Sales Executive 3 Single

6

1 Y No 14 3 4 80 0 7 2 3 7 7 0 7

51 No Travel_Rarely

Research & Development 8 4 Life Sciences 1

2 Male 81 2 3 Research Director 2 Married

0

5 Y No 16 3 4 80 2 16 5 1 10 9 4 7

30 Yes Travel_Rarely

Research & Development 3 3 Technical Degree 1 297 4 Female 88 3 1 Research Scientist 1 Single

5 Y Yes 11 3 3 80 0 8 5 3 5 2 0 4

41 No Travel_Rarely

Sales 6 3 Life Sciences 1 298 4 Female 75 3 3 Manager 4 Single

1

7

4

3 Y Yes 18 3 3 80 0 16 3 3 1 0 0 0

30 Yes Travel_Frequently 334 Sales 26 4 Marketing 1 299 3 Female 52 2 2 Sales Executive 1 Single

5 Y No 15 3 3 80 0 9 5 2 6 3 0 1

29 Yes Travel_Rarely 992 Research & Development 1 3 Technical Degree 1

3 Male 85 3 1 Research Scientist 3 Single

0 Y No 14 3 4 80 0 7 1 2 6 2 1 5

45 No Non-Travel

Sales 6 3 Medical 1 302 4 Female 57 2 3 Sales Executive 4 Single

40

6 Y No 12 3 4 80 0 23 2 3 19 7 12 8

54 No Travel_Rarely

Sales 3 3 Marketing 1 303 4 Female 52 3 2 Sales Executive 1 Married

1

2 Y No 14 3 4 80 1 16 4 3 6 2 0 5

36 No Travel_Rarely

Research & Development 5 2 Life Sciences 1

4 Male 62 3 2 Laboratory Technician 2 Single

8 Y No 16 3 4 80 0 16 3 4 13 11 3 7

33 No Travel_Rarely 147 Research & Development 4 4 Medical 1 305 3 Female 47 2 1 Research Scientist 2 Married

8

6 Y No 21 4 4 80 0 7 3 3 3 2 1 1

37 No Travel_Frequently

Research & Development 11 3 Other 1 306 2 Male 47 3 3 Research Director 4 Divorced

5

1 Y Yes 14 3 3 80 3 10 1 3 10 8 0 7

38 No Travel_Rarely 119 Sales 3 3 Life Sciences 1 307 1 Male 76 3 3 Sales Executive 3 Divorced

9

0 Y No 12 3 3 80 2 17 6 2 16 10 5 13

31 No Non-Travel

Research & Development 1 4 Medical 1

3 Male 90 1 2 Manufacturing Director 3 Married

5

0 Y No 12 3 4 80 1 6 2 3 5 4 1 4

59 No Travel_Rarely 142 Research & Development 3 3 Life Sciences 1

3 Male 70 2 1 Research Scientist 4 Married

6

3 Y No 17 3 1 80 1 7 6 3 1 0 0 0

37 No Travel_Frequently 319 Sales 4 4 Marketing 1 311 1 Male 41 3 1 Sales Representative 4 Divorced

4 Y No 17 3 3 80 1 13 2 3 9 8 5 8

29 No Travel_Frequently

Sales 1 1 Medical 1 312 2 Female 42 3 3 Sales Executive 4 Married

8

9

1 Y No 14 3 4 80 1 11 5 3 11 10 4 1

35 No Travel_Frequently

Sales 1 3 Marketing 1 314 3 Female 92 3 3 Sales Executive 3 Single

6

1 Y No 14 3 1 80 0 10 3 4 10 7 0 8

29 Yes Travel_Rarely 896 Research & Development 18 1 Medical 1

3 Male 86 2 1 Research Scientist 4 Single

1 Y Yes 13 3 3 80 0 4 3 2 4 3 0 1

52 No Travel_Rarely

Research & Development 2 3 Life Sciences 1 316 3 Female 89 2 1 Laboratory Technician 4 Single

2

0

7 Y No 15 3 2 80 0 6 3 2 2 2 2 2

42 No Travel_Rarely 532 Research & Development 4 2 Technical Degree 1 319 3 Male 58 3 5 Manager 4 Married

3

1 Y No 11 3 4 80 0 22 3 3 22 17 11 15

59 No Travel_Rarely 818 Human Resources 6 2 Medical 1 321 2 Male 52 3 1 Human Resources 3 Married

7

8 Y No 17 3 4 80 0 7 2 2 2 2 2 2

50 No Travel_Rarely

Sales 1 4 Medical 1 323 4 Female 68 3 5 Manager 4 Divorced

3 Y No 11 3 3 80 1 32 3 2 7 0 0 6

33 Yes Travel_Rarely 813 Research & Development 14 3 Medical 1 325 3 Male 58 3 1 Laboratory Technician 4 Married

5 Y Yes 13 3 3 80 1 8 2 1 5 4 0 4

43 No Travel_Rarely

Sales 16 3 Marketing 1

4 Female 80 3 4 Manager 4 Married

4

5 Y Yes 22 4 3 80 1 22 3 3 17 13 1 9

33 Yes Travel_Rarely 465 Research & Development 2 2 Life Sciences 1 328 1 Female 39 3 1 Laboratory Technician 1 Married

7 Y No 20 4 1 80 0 13 3 4 9 7 1 7

52 No Non-Travel

Sales 2 4 Life Sciences 1 329 1 Male 79 2 5 Manager 3 Single

30

1 Y Yes 18 3 4 80 0 33 2 4 33 7 15 12

32 No Travel_Rarely

Sales 4 2 Life Sciences 1 330 3 Female 56 3 1 Sales Representative 2 Married

2 Y No 11 3 1 80 1 6 5 3 4 3 1 2

32 Yes Travel_Rarely 515 Research & Development 1 3 Life Sciences 1

4 Male 62 2 1 Laboratory Technician 3 Single

0 Y Yes 14 3 4 80 0 4 2 1 3 2 1 2

39 No Travel_Rarely

Research & Development 1 4 Medical 1

3 Female 96 3 1 Laboratory Technician 3 Divorced

7 Y No 14 3 3 80 3 7 1 3 3 2 1 2

32 No Non-Travel 976 Sales 26 4 Marketing 1 333 3 Male 100 3 2 Sales Executive 4 Married

5

9

0 Y No 18 3 1 80 0 4 2 3 3 2 2 2

41 No Travel_Rarely

Research & Development 19 2 Life Sciences 1 334 3 Male 36 3 2 Research Scientist 1 Divorced 3072

7

2 Y No 16 3 1 80 2 17 2 2 1 0 0 0

40 No Travel_Rarely

0

Research & Development 24 2 Technical Degree 1 335 1 Male 62 3 2 Research Scientist 4 Divorced

7

1 Y No 17 3 1 80 2 9 3 3 9 8 4 7

45 No Travel_Rarely 252 Research & Development 1 3 Other 1 336 3 Male 70 4 5 Manager 4 Married

0 Y No 11 3 3 80 1 25 2 3 24 0 1 7

31 No Travel_Frequently

Research & Development 3 4 Medical 1

2 Male 73 3 3 Research Director 3 Divorced

5

3

9 Y No 12 3 1 80 1 9 3 3 2 2 2 2

33 No Travel_Rarely

Research & Development 5 4 Life Sciences 1 338 3 Female 63 2 1 Research Scientist 4 Married

6

1 Y No 13 3 3 80 1 2 2 2 2 2 0 2

34 No Travel_Rarely 470 Research & Development 2 4 Life Sciences 1 339 4 Male 84 2 2 Manufacturing Director 1 Married

7

6 Y No 13 3 2 80 1 13 3 3 11 9 5 9

37 No Travel_Rarely

Research & Development 1 2 Medical 1 340 3 Female 83 2 1 Research Scientist 1 Married

2 Y No 14 3 1 80 1 17 2 2 3 1 0 2

45 No Travel_Frequently

Research & Development 7 4 Life Sciences 1 341 1 Male 77 4 2 Manufacturing Director 3 Married

8

4 Y No 17 3 4 80 1 9 1 3 3 2 0 2

37 Yes Travel_Frequently 504 Research & Development 10 3 Medical 1 342 1 Male 61 3 3 Manufacturing Director 3 Divorced

8

6 Y No 11 3 2 80 2 17 5 3 1 0 0 0

39 No Travel_Frequently 505 Research & Development 2 4 Technical Degree 1

3 Female 64 3 3 Healthcare Representative 3 Single

0

0 Y No 25 4 4 80 0 20 1 3 19 6 11 8

29 No Travel_Rarely 665 Research & Development 15 3 Life Sciences 1 346 3 Male 60 3 1 Research Scientist 4 Single 2340

1 Y No 19 3 1 80 0 6 1 3 6 5 1 5

42 No Travel_Rarely 916 Research & Development 17 2 Life Sciences 1 347 4 Female 82 4 2 Research Scientist 1 Single

5

6

3 Y Yes 13 3 3 80 0 10 1 3 3 2 0 2

29 No Travel_Rarely

Sales 20 2 Marketing 1

4 Male 45 3 2 Sales Executive 4 Divorced

1

2

2 Y No 14 3 4 80 1 10 2 3 3 2 0 2

25 No Travel_Rarely

Research & Development 1 3 Life Sciences 1 350 1 Female 62 3 2 Manufacturing Director 3 Married

0 Y No 12 3 4 80 2 5 3 3 4 2 1 2

42 No Travel_Rarely 269 Research & Development 2 3 Medical 1

4 Female 56 2 1 Laboratory Technician 1 Divorced

7

0 Y Yes 11 3 3 80 1 10 4 3 9 6 7 8

40 No Travel_Rarely

Research & Development 2 2 Medical 1 352 1 Male 49 3 5 Research Director 3 Divorced

6

0 Y No 19 3 4 80 1 22 5 3 21 7 3 9

51 No Travel_Rarely

Research & Development 1 3 Life Sciences 1 353 3 Male 96 3 1 Research Scientist 4 Married

1

1 Y No 11 3 2 80 0 1 0 2 1 0 0 0

31 Yes Travel_Frequently 307 Research & Development 29 2 Medical 1 355 3 Male 71 2 1 Laboratory Technician 2 Single

2

0 Y No 11 3 2 80 0 6 2 4 5 4 1 4

32 No Travel_Frequently

Research & Development 7 3 Life Sciences 1 359 2 Male 100 4 1 Laboratory Technician 2 Married

1 Y No 20 4 3 80 0 5 3 1 5 1 0 3

38 No Non-Travel 1327 Sales 2 2 Life Sciences 1

4 Male 39 2 2 Sales Executive 4 Married

9

82

3 Y No 18 3 4 80 1 13 0 3 8 7 7 5

32 No Travel_Rarely 128 Research & Development 2 1 Technical Degree 1

4 Male 84 2 2 Laboratory Technician 1 Single

4 Y No 13 3 4 80 0 9 5 3 6 2 0 4

46 No Travel_Rarely

Sales 2 3 Technical Degree 1

3 Female 75 1 4 Manager 2 Married

2

3 Y Yes 12 3 2 80 1 28 2 2 7 7 7 7

28 Yes Travel_Rarely

Research & Development 2 4 Life Sciences 1 364 1 Male 79 3 1 Laboratory Technician 3 Single

2 Y No 11 3 3 80 0 5 5 1 0 0 0 0

29 No Travel_Rarely

Sales 2 3 Medical 1 366 1 Male 78 2 2 Sales Executive 2 Married

3687 2 Y No 19 3 2 80 2 10 2 3 0 0 0 0

31 No Travel_Rarely

Research & Development 23 3 Medical 1 367 2 Male 64 2 2 Healthcare Representative 4 Married

8

0 Y No 21 4 2 80 1 10 2 3 9 0 7 8

25 No Non-Travel 675 Research & Development 5 2 Life Sciences 1 369 2 Male 85 4 2 Healthcare Representative 1 Divorced

1 Y No 12 3 4 80 2 6 2 3 6 3 1 5

45 No Travel_Rarely

Research & Development 20 2 Medical 1

3 Male 79 3 4 Healthcare Representative 4 Married

6

0 Y Yes 14 3 2 80 0 21 2 3 20 7 4 10

36 No Travel_Rarely

Research & Development 6 3 Life Sciences 1 373 4 Male 47 3 1 Laboratory Technician 4 Married

1

0 Y No 11 3 3 80 1 16 4 3 15 13 10 11

55 No Travel_Rarely 452 Research & Development 1 3 Medical 1

4 Male 81 3 5 Manager 1 Single

5

8

0 Y Yes 14 3 3 80 0 37 2 3 36 10 4 13

47 Yes Non-Travel

Research & Development 29 4 Life Sciences 1

1 Male 88 3 3 Manager 2 Married

8

1 Y Yes 12 3 4 80 1 10 2 2 10 7 9 9

28 No Travel_Rarely

Research & Development 9 3 Medical 1

4 Male 94 3 1 Research Scientist 4 Married

1 Y No 23 4 4 80 1 5 3 2 5 2 0 4

37 No Travel_Rarely 228 Sales 6 4 Medical 1 378 3 Male 98 3 2 Sales Executive 4 Married

4 Y No 14 3 2 80 1 7 5 4 5 4 0 1

21 No Travel_Rarely

Research & Development 3 2 Medical 1 379 4 Male 100 2 1 Research Scientist 3 Single

1 Y No 17 3 1 80 0 3 4 4 3 2 1 0

37 No Non-Travel 728 Research & Development 1 4 Medical 1 380 1 Female 80 3 3 Research Director 4 Divorced

2 Y Yes 18 3 1 80 2 15 2 3 5 2 0 2

35 No Travel_Rarely

Research & Development 22 3 Life Sciences 1 381 2 Female 71 4 3 Manager 2 Divorced

7 Y No 18 3 2 80 1 10 6 2 7 7 6 2

38 No Travel_Rarely 322 Sales 7 2 Medical 1

1 Female 44 4 2 Sales Executive 1 Divorced 5

1 Y Yes 24 4 3 80 1 8 3 3 8 0 7 7

26 No Travel_Frequently

Research & Development 1 3 Life Sciences 1 384 3 Female 84 3 2 Manufacturing Director 2 Divorced

7

1 Y No 20 4 1 80 1 6 6 1 6 5 1 4

50 No Travel_Rarely

Research & Development 4 1 Life Sciences 1 385 1 Male 96 3 5 Research Director 2 Divorced

5

3 Y No 14 3 1 80 2 28 4 2 10 4 1 6

53 No Travel_Rarely

Research & Development 3 4 Medical 1

3 Male 45 3 4 Research Director 3 Married

3 Y Yes 16 3 4 80 3 21 5 2 5 3 1 3

42 No Travel_Rarely 635 Sales 1 1 Life Sciences 1 387 2 Male 99 3 2 Sales Executive 3 Married

7

2

1 Y No 25 4 3 80 0 20 3 3 20 16 11 6

29 No Travel_Frequently 442 Sales 2 2 Life Sciences 1

2 Male 44 3 2 Sales Executive 4 Single

4

0

1 Y No 18 3 1 80 0 10 3 2 10 7 0 9

55 No Travel_Rarely 147 Research & Development 20 2 Technical Degree 1 389 2 Male 37 3 2 Laboratory Technician 4 Married

2

3 Y Yes 19 3 4 80 1 12 4 3 10 7 0 8

26 No Travel_Frequently 496 Research & Development 11 2 Medical 1

1 Male 60 3 2 Healthcare Representative 1 Married

2

1 Y Yes 13 3 3 80 1 5 3 3 5 3 3 3

37 No Travel_Rarely

Research & Development 1 3 Life Sciences 1 391 4 Female 42 3 1 Research Scientist 4 Single

1

1 Y No 12 3 2 80 0 17 3 3 17 12 5 7

44 Yes Travel_Frequently 920 Research & Development 24 3 Life Sciences 1 392 4 Male 43 3 1 Laboratory Technician 3 Divorced

3 Y Yes 22 4 4 80 1 19 0 1 1 0 0 0

38 No Travel_Rarely

Research & Development 23 4 Life Sciences 1 393 4 Male 82 3 2 Healthcare Representative 4 Divorced

99

9 Y No 14 3 2 80 1 10 2 3 2 2 1 2

26 Yes Travel_Rarely

Research & Development 16 4 Medical 1 394 1 Male 45 3 1 Laboratory Technician 2 Divorced

3

0

2 Y Yes 13 3 4 80 1 5 2 3 3 2 0 2

28 No Travel_Rarely

Research & Development 8 2 Life Sciences 1 395 4 Female 66 3 1 Research Scientist 4 Single

8

1 Y No 21 4 4 80 0 5 3 3 5 3 0 2

49 No Travel_Frequently

Research & Development 10 4 Life Sciences 1 396 3 Female 35 3 5 Research Director 1 Single

5

9 Y Yes 11 3 4 80 0 22 4 3 3 2 1 2

36 No Travel_Rarely 506 Research & Development 3 3 Technical Degree 1 397 3 Male 30 3 2 Research Scientist 2 Single

4 Y No 12 3 4 80 0 10 2 3 8 0 7 7

31 No Travel_Frequently 444 Sales 5 3 Marketing 1

4 Female 84 3 1 Sales Representative 2 Divorced

1 Y No 11 3 3 80 1 2 5 2 2 2 2 2

26 Yes Travel_Rarely

Sales 4 4 Marketing 1 401 4 Male 48 2 2 Sales Executive 4 Single

1 Y Yes 12 3 2 80 0 8 0 3 8 7 7 4

37 No Travel_Frequently 889 Research & Development 9 3 Medical 1 403 2 Male 53 3 1 Research Scientist 4 Married

1

1 Y Yes 12 3 3 80 3 4 3 2 4 2 1 2

42 No Travel_Frequently

Sales 26 3 Marketing 1

3 Female 77 3 4 Sales Executive 2 Married

5

4

5 Y No 14 3 4 80 1 23 2 4 20 4 4 8

18 Yes Travel_Rarely 230 Research & Development 3 3 Life Sciences 1

3 Male 54 3 1 Laboratory Technician 3 Single

1 Y No 13 3 3 80 0 0 2 3 0 0 0 0

35 No Travel_Rarely 1232 Sales 16 3 Marketing 1

3 Male 96 3 3 Sales Executive 2 Married

0

0 Y No 15 3 3 80 2 12 3 2 11 9 6 9

36 No Travel_Frequently 566 Research & Development 18 4 Life Sciences 1 407 3 Male 81 4 1 Laboratory Technician 4 Married

2

4 Y No 18 3 4 80 2 4 2 3 1 0 0 0

51 No Travel_Rarely

Research & Development 2 3 Medical 1 408 4 Male 84 1 2 Manufacturing Director 2 Divorced

5 Y No 18 3 4 80 1 13 3 3 4 1 1 2

41 No Travel_Rarely 334 Sales 2 4 Life Sciences 1

4 Male 88 3 4 Manager 2 Single

5

6

1 Y No 19 3 2 80 0 22 2 3 22 10 0 4

18 No Travel_Rarely 812 Sales 10 3 Medical 1 411 4 Female 69 2 1 Sales Representative 3 Single

9724 1 Y No 12 3 1 80 0 0 2 3 0 0 0 0

28 No Travel_Rarely

Research & Development 16 2 Medical 1

2 Male 68 4 2 Healthcare Representative 1 Single

0 Y No 19 3 3 80 0 9 2 3 8 3 0 7

31 No Travel_Rarely 218 Sales 7 3 Technical Degree 1 416 2 Male 100 4 2 Sales Executive 4 Married

1

4 Y No 11 3 2 80 1 10 3 2 8 7 7 7

39 No Travel_Rarely

Research & Development 1 3 Medical 1 417 3 Male 48 4 3 Healthcare Representative 4 Divorced

2

0 Y No 17 3 1 80 3 19 5 2 18 10 3 7

36 No Non-Travel

Research & Development 24 4 Life Sciences 1 419 2 Female 47 3 2 Laboratory Technician 2 Married

7 Y No 15 3 3 80 1 11 3 3 9 8 0 8

32 No Travel_Rarely 906 Sales 7 3 Life Sciences 1 420 4 Male 91 2 2 Sales Executive 3 Married

1 Y No 14 3 3 80 1 13 3 2 13 8 4 8

38 No Travel_Rarely 849 Research & Development 25 2 Life Sciences 1

1 Female 81 2 3 Research Director 2 Married

7

3 Y No 17 3 3 80 1 19 2 3 10 8 0 1

58 No Non-Travel 390 Research & Development 1 4 Life Sciences 1

4 Male 32 1 2 Healthcare Representative 3 Divorced

2 Y Yes 13 3 4 80 1 12 2 3 5 3 1 2

31 No Travel_Rarely 691 Research & Development 5 4 Technical Degree 1 423 3 Male 86 3 1 Research Scientist 4 Married

7

0 Y Yes 12 3 3 80 1 6 4 3 5 2 0 3

31 No Travel_Rarely 106 Human Resources 2 3 Human Resources 1 424 1 Male 62 2 2 Human Resources 1 Married

0

2

3 Y No 12 3 4 80 0 9 1 3 2 2 1 0

45 No Travel_Frequently 1249 Research & Development 7 3 Life Sciences 1 425 1 Male 97 3 3 Laboratory Technician 1 Divorced

0

08

1 Y No 18 3 1 80 1 24 2 3 24 9 9 11

31 No Travel_Rarely 192 Research & Development 2 4 Life Sciences 1

3 Male 32 3 1 Research Scientist 4 Divorced

0 Y Yes 18 3 2 80 1 3 2 1 2 2 2 2

33 No Travel_Frequently 553 Research & Development 5 4 Life Sciences 1 428 4 Female 74 3 3 Manager 2 Married

6 Y No 11 3 2 80 2 12 2 3 10 6 8 8

39 No Travel_Rarely 117 Research & Development 10 1 Medical 1 429 3 Male 99 3 4 Manager 1 Married

8

5

1 Y Yes 14 3 4 80 0 21 3 3 21 9 11 10

43 No Travel_Frequently 185 Research & Development 10 4 Life Sciences 1 430 3 Female 33 3 1 Laboratory Technician 4 Single

0 Y No 19 3 1 80 0 9 5 3 8 7 1 7

49 No Travel_Rarely

Research & Development 1 2 Technical Degree 1 431 3 Female 90 2 4 Healthcare Representative 3 Single

7 Y Yes 12 3 4 80 0 25 2 3 7 1 0 7

52 Yes Travel_Rarely 723 Research & Development 8 4 Medical 1

3 Male 85 2 2 Research Scientist 2 Married 4941

7

2 Y No 15 3 1 80 0 11 3 2 8 2 7 7

27 No Travel_Rarely

Research & Development 5 3 Life Sciences 1 434 3 Female 85 3 1 Research Scientist 2 Single

8

1 Y Yes 12 3 2 80 0 4 2 2 4 3 1 2

32 No Travel_Rarely 588 Sales 8 2 Technical Degree 1 436 3 Female 65 2 2 Sales Executive 2 Married

1 Y Yes 11 3 4 80 0 13 2 3 13 12 11 9

27 No Travel_Rarely

Sales 2 3 Life Sciences 1

4 Male 74 3 2 Sales Executive 3 Single

8

1 Y Yes 11 3 1 80 0 5 3 3 5 4 0 4

31 No Travel_Rarely 691 Sales 7 3 Marketing 1 438 4 Male 73 3 2 Sales Executive 4 Divorced

7

3

4 Y No 12 3 4 80 3 13 3 3 7 7 1 7

32 No Travel_Rarely

Research & Development 2 4 Medical 1 439 1 Female 74 4 2 Research Scientist 4 Single

7

7 Y No 16 3 3 80 0 10 0 2 7 7 0 7

28 Yes Travel_Rarely 1157 Research & Development 2 4 Medical 1 440 1 Male 84 1 1 Research Scientist 4 Married

5 Y Yes 13 3 4 80 0 5 4 2 3 2 2 2

30 No Travel_Rarely

Research & Development 28 2 Medical 1 441 4 Female 64 3 2 Research Scientist 4 Married

1 Y No 13 3 4 80 2 11 2 3 10 8 1 9

31 No Travel_Frequently

Research & Development 7 2 Life Sciences 1 442 3 Female 48 2 3 Manufacturing Director 3 Married

4

1 Y No 24 4 1 80 1 10 2 3 10 9 8 9

39 No Travel_Frequently 672 Research & Development 7 2 Medical 1 444 3 Male 54 2 5 Manager 4 Married

2

1 Y No 15 3 1 80 1 21 2 3 21 9 13 3

39 Yes Travel_Rarely 1162 Sales 3 2 Medical 1 445 4 Female 41 3 2 Sales Executive 3 Married

4 Y Yes 18 3 1 80 0 12 3 2 1 0 0 0

33 No Travel_Frequently

Sales 10 3 Marketing 1 446 2 Male 46 2 2 Sales Executive 4 Single

3 Y No 14 3 3 80 0 9 6 2 7 7 0 1

47 No Travel_Rarely

Research & Development 5 5 Life Sciences 1 447 4 Male 42 3 5 Research Director 3 Married

0

4 Y No 11 3 2 80 1 21 2 3 3 2 1 1

43 No Travel_Frequently 559 Research & Development 10 4 Life Sciences 1 448 3 Female 82 2 2 Laboratory Technician 3 Divorced

1 Y No 11 3 2 80 1 9 3 4 9 7 0 0

27 No Non-Travel 210 Sales 1 1 Marketing 1 449 3 Male 73 3 2 Sales Executive 2 Married

9

0 Y Yes 13 3 4 80 1 6 0 3 5 4 1 4

54 No Travel_Frequently

Research & Development 20 4 Life Sciences 1 450 4 Female 31 3 2 Research Scientist 3 Single

3 Y No 12 3 4 80 0 20 4 2 4 3 0 3

43 No Travel_Rarely

Research & Development 7 3 Life Sciences 1 451 3 Female 43 3 3 Healthcare Representative 1 Married

5

8 Y No 16 3 1 80 1 10 1 2 1 0 0 0

45 No Travel_Rarely 549 Research & Development 8 4 Other 1 452 4 Male 75 3 2 Research Scientist 4 Married

9 Y No 14 3 1 80 2 12 3 3 10 9 9 8

40 No Travel_Rarely

Sales 1 2 Medical 1 453 2 Male 57 1 2 Sales Executive 4 Married

2 Y Yes 22 4 3 80 3 6 2 2 4 3 0 2

29 Yes Travel_Rarely 318 Research & Development 8 4 Other 1 454 2 Male 77 1 1 Laboratory Technician 1 Married 2119

9

1 Y Yes 11 3 4 80 0 7 4 2 7 7 0 7

29 No Travel_Rarely 738 Research & Development 9 5 Other 1 455 2 Male 30 2 1 Laboratory Technician 4 Single 3983

0 Y No 17 3 3 80 0 4 2 3 3 2 2 2

30 No Travel_Rarely

Sales 5 3 Marketing 1 456 4 Female 30 2 2 Sales Executive 3 Divorced

8

1

1 Y No 13 3 3 80 3 10 2 3 10 9 1 2

27 No Travel_Rarely

Sales 8 4 Marketing 1

2 Female 56 3 2 Sales Executive 2 Married

1 Y No 18 3 1 80 1 8 3 3 8 7 0 7

37 No Travel_Rarely

Research & Development 5 2 Medical 1 460 4 Male 61 3 2 Manufacturing Director 4 Divorced

7 Y No 16 3 3 80 2 8 2 2 6 2 0 4

38 No Travel_Rarely 343 Research & Development 15 2 Life Sciences 1

3 Male 92 2 3 Research Director 4 Divorced

82

0 Y Yes 14 3 2 80 1 12 3 3 11 10 2 9

31 No Travel_Rarely 1232 Research & Development 7 4 Medical 1 462 3 Female 39 3 3 Manufacturing Director 4 Single 7143

3

1 Y Yes 14 3 3 80 0 11 2 2 11 9 4 10

29 No Travel_Rarely 144 Sales 10 1 Marketing 1 463 4 Female 39 2 2 Sales Executive 2 Divorced

8

6

1 Y Yes 14 3 1 80 2 7 2 3 7 7 1 7

35 No Travel_Rarely

Research & Development 5 4 Technical Degree 1 464 3 Male 62 3 3 Manufacturing Director 2 Single

4

0 Y No 13 3 4 80 0 17 5 3 16 6 0 13

23 No Travel_Rarely

Research & Development 26 1 Life Sciences 1 465 3 Male 83 3 1 Research Scientist 4 Divorced

1 Y No 12 3 3 80 2 4 2 2 4 2 0 2

41 No Travel_Rarely 483 Research & Development 6 3 Medical 1 466 4 Male 95 2 2 Manufacturing Director 2 Single

0

6 Y Yes 15 3 4 80 0 8 3 3 5 4 1 2

47 No Travel_Frequently 1309 Sales 4 1 Medical 1 467 2 Male 99 3 2 Sales Representative 3 Single

1

3 Y No 19 3 1 80 0 5 3 3 0 0 0 0

42 No Travel_Rarely 810 Research & Development 23 5 Life Sciences 1 468 1 Female 44 3 4 Research Director 4 Single

2

2 Y No 14 3 2 80 0 16 2 3 1 0 0 0

29 No Non-Travel 746 Sales 2 3 Life Sciences 1 469 4 Male 61 3 2 Sales Executive 3 Married

8

1 Y No 14 3 1 80 1 4 3 2 4 3 0 2

42 No Travel_Rarely 544 Human Resources 2 1 Technical Degree 1 470 3 Male 52 3 1 Human Resources 3 Divorced

0 Y Yes 11 3 3 80 1 4 5 3 3 2 1 0

32 No Travel_Rarely

Research & Development 2 3 Medical 1

3 Female 75 3 1 Laboratory Technician 2 Married

1 Y No 13 3 3 80 1 8 4 3 8 0 0 7

48 No Travel_Rarely 530 Sales 29 1 Medical 1 473 1 Female 91 3 3 Manager 3 Married

4

3 Y No 21 4 2 80 1 15 3 1 0 0 0 0

37 No Travel_Rarely

Research & Development 6 3 Medical 1 474 3 Male 51 4 2 Research Scientist 1 Divorced

1

4 Y Yes 13 3 1 80 2 13 2 3 7 7 6 7

30 No Non-Travel 641 Sales 25 2 Technical Degree 1 475 4 Female 85 3 2 Sales Executive 3 Married

7 Y Yes 12 3 2 80 1 4 2 4 2 2 2 2

26 No Travel_Rarely 933 Sales 1 3 Life Sciences 1 476 3 Male 57 3 2 Sales Executive 3 Married

6

1 Y No 17 3 2 80 1 8 3 3 8 7 7 7

42 No Travel_Rarely

Research & Development 2 4 Other 1 477 1 Male 98 2 2 Healthcare Representative 4 Single

8

3 Y No 23 4 2 80 0 14 6 3 1 0 0 0

21 Yes Travel_Frequently

Sales 1 1 Technical Degree 1 478 1 Female 99 2 1 Sales Representative 2 Single

1 Y Yes 11 3 3 80 0 3 3 3 3 2 1 2

36 No Non-Travel 845 Sales 1 5 Medical 1 479 4 Female 45 3 2 Sales Executive 4 Single

6

4 Y No 15 3 2 80 0 7 6 3 1 0 0 0

36 No Travel_Frequently 541 Sales 3 4 Medical 1

1 Male 48 2 3 Sales Executive 4 Married

9

4 Y No 11 3 1 80 1 16 2 3 13 9 1 12

57 No Travel_Rarely 593 Research & Development 1 4 Medical 1 482 4 Male 88 3 2 Healthcare Representative 3 Married

2967 2 Y No 11 3 3 80 0 15 2 3 3 2 1 2

40 No Travel_Rarely

Research & Development 10 4 Life Sciences 1 483 4 Female 46 4 1 Laboratory Technician 3 Married

3 Y Yes 13 3 3 80 1 10 3 3 7 7 1 7

21 No Non-Travel 895 Sales 9 2 Medical 1 484 1 Male 39 3 1 Sales Representative 4 Single

1 Y No 24 4 3 80 0 3 3 2 3 2 2 2

33 Yes Travel_Rarely 350 Sales 5 3 Marketing 1 485 4 Female 34 3 1 Sales Representative 3 Single 2851 9150 1 Y Yes 13 3 2 80 0 1 2 3 1 0 0 0
37 No Travel_Rarely

Research & Development 10 3 Medical 1 486 3 Female 98 3 1 Laboratory Technician 1 Married

2

3

6 Y No 20 4 2 80 1 17 3 3 5 4 0 3

46 No Non-Travel

Research & Development 7 4 Medical 1 487 3 Female 30 3 2 Manufacturing Director 3 Married

4

2 Y No 14 3 3 80 0 7 2 4 1 0 0 0

41 Yes Travel_Frequently 143 Sales 4 3 Marketing 1 488 1 Male 56 3 2 Sales Executive 2 Single

8

1 Y No 18 3 3 80 0 8 5 3 8 7 7 7

50 No Travel_Rarely

Research & Development 10 3 Technical Degree 1

4 Male 100 2 3 Healthcare Representative 4 Single

6

6 Y No 15 3 4 80 0 20 2 3 4 3 1 3

40 Yes Travel_Rarely 575 Sales 22 2 Marketing 1

3 Male 68 2 2 Sales Executive 3 Married

2 Y Yes 12 3 1 80 2 8 6 3 6 4 1 0

31 No Travel_Rarely 408 Research & Development 9 4 Life Sciences 1 493 3 Male 42 2 1 Research Scientist 2 Single 2657

0 Y Yes 16 3 4 80 0 3 5 3 2 2 2 2

21 Yes Travel_Rarely 156 Sales 12 3 Life Sciences 1 494 3 Female 90 4 1 Sales Representative 2 Single

1 Y No 15 3 4 80 0 1 0 3 1 0 0 0

29 No Travel_Rarely

Research & Development 23 3 Life Sciences 1 495 4 Male 54 3 1 Research Scientist 4 Single

8

9 Y No 16 3 4 80 0 6 4 3 3 2 1 2

35 No Travel_Rarely 755 Research & Development 9 4 Life Sciences 1 496 3 Male 97 2 2 Healthcare Representative 2 Single

4

9 Y No 19 3 3 80 0 10 5 3 1 1 0 0

27 No Travel_Rarely

Research & Development 1 2 Medical 1 497 4 Male 82 3 1 Laboratory Technician 2 Divorced

1 Y No 11 3 2 80 1 5 2 3 5 2 0 4

28 No Travel_Rarely 304 Sales 9 4 Life Sciences 1

2 Male 92 3 2 Sales Executive 4 Single

1 Y No 16 3 4 80 0 7 1 3 7 5 0 7

49 No Travel_Rarely 1261 Research & Development 7 3 Other 1 499 2 Male 31 2 3 Healthcare Representative 3 Single

5

8 Y No 24 4 3 80 0 26 2 3 5 2 0 0

51 No Travel_Rarely 1178 Sales 14 2 Life Sciences 1 500 3 Female 87 3 2 Sales Executive 4 Married

4 Y No 11 3 3 80 1 18 2 2 7 7 0 7

36 No Travel_Rarely 329 Research & Development 2 3 Life Sciences 1 501 4 Female 96 3 1 Research Scientist 3 Married

4 Y No 13 3 2 80 1 6 3 3 2 2 2 2

34 Yes Non-Travel

Sales 19 3 Marketing 1 502 1 Male 67 4 2 Sales Executive 4 Single

8 Y Yes 13 3 2 80 0 9 3 2 5 2 0 4

55 No Travel_Rarely 1311 Research & Development 2 3 Life Sciences 1 505 3 Female 97 3 4 Manager 4 Single

9

2 Y Yes 13 3 3 80 0 30 2 3 5 4 1 2

24 No Travel_Rarely

Sales 10 4 Marketing 1

4 Female 77 3 2 Sales Executive 3 Divorced

5915 1 Y Yes 12 3 4 80 1 5 2 4 5 2 0 3

30 No Travel_Rarely 202 Sales 2 1 Technical Degree 1 508 3 Male 72 3 1 Sales Representative 2 Married

4

1 Y No 18 3 1 80 1 1 3 3 1 0 0 0

26 Yes Travel_Frequently 575 Research & Development 3 1 Technical Degree 1 510 3 Male 73 3 1 Research Scientist 1 Single

0 Y No 22 4 3 80 0 7 2 3 6 4 0 4

22 No Travel_Rarely 253 Research & Development 11 3 Medical 1 511 1 Female 43 3 1 Research Scientist 2 Married

1 Y No 13 3 4 80 1 2 1 3 2 1 1 2

36 No Travel_Rarely 164 Sales 2 2 Medical 1

2 Male 61 2 3 Sales Executive 3 Married

6

1 Y No 13 3 2 80 2 10 2 3 10 9 9 0

30 Yes Travel_Frequently 464 Research & Development 4 3 Technical Degree 1

3 Male 40 3 1 Research Scientist 4 Single

9 Y Yes 23 4 3 80 0 3 4 3 1 0 0 0

37 No Travel_Rarely

Research & Development 14 3 Life Sciences 1 515 4 Female 95 3 1 Laboratory Technician 1 Divorced

4

1 Y No 12 3 3 80 1 18 2 2 18 7 12 17

40 No Travel_Rarely 759 Sales 2 2 Marketing 1

4 Female 46 3 2 Sales Executive 2 Divorced

7 Y No 12 3 3 80 2 8 5 3 5 4 1 3

42 No Travel_Rarely 201 Research & Development 1 4 Life Sciences 1 517 2 Female 95 3 1 Laboratory Technician 1 Divorced

0

3 Y No 16 3 2 80 1 8 5 3 5 2 1 2

37 No Travel_Rarely

Research & Development 10 4 Life Sciences 1 518 3 Male 49 3 2 Manufacturing Director 2 Single

3

2 Y Yes 12 3 4 80 0 18 2 2 1 0 0 1

43 No Travel_Rarely 982 Research & Development 12 3 Life Sciences 1 520 1 Male 59 2 4 Research Director 2 Divorced

6

1 Y No 11 3 3 80 1 25 3 3 25 10 3 9

40 No Travel_Rarely 555 Research & Development 2 3 Medical 1 521 2 Female 78 2 2 Laboratory Technician 3 Married

6

6 Y No 22 4 2 80 1 20 3 3 1 0 0 0

54 No Travel_Rarely 821 Research & Development 5 2 Medical 1 522 1 Male 86 3 5 Research Director 1 Married

6

4 Y No 11 3 3 80 1 24 4 2 4 2 1 2

34 No Non-Travel

Sales 4 4 Marketing 1 523 3 Female 72 3 2 Sales Executive 3 Married

0

9 Y No 15 3 1 80 1 6 3 3 3 2 1 2

31 No Travel_Rarely 480 Research & Development 7 2 Medical 1 524 2 Female 31 3 2 Manufacturing Director 1 Married

1 Y No 12 3 2 80 1 13 5 1 13 10 3 12

43 No Travel_Frequently 313 Research & Development 21 3 Medical 1 525 4 Male 61 3 1 Laboratory Technician 4 Married

8

7 Y No 20 4 1 80 1 8 1 3 3 2 1 2

43 No Travel_Rarely

Research & Development 8 4 Other 1 526 3 Female 74 3 2 Healthcare Representative 3 Divorced

4 Y Yes 14 3 4 80 0 8 3 3 5 2 0 2

25 No Travel_Rarely

Sales 4 2 Life Sciences 1 527 2 Female 99 2 2 Sales Executive 4 Single

1 Y Yes 11 3 2 80 0 5 3 3 5 4 1 3

37 No Non-Travel

Research & Development 25 5 Medical 1 529 2 Female 72 3 2 Research Scientist 3 Married

3 Y Yes 15 3 1 80 2 15 2 3 13 11 10 7

31 No Travel_Rarely 329 Research & Development 1 2 Life Sciences 1 530 4 Male 98 2 1 Laboratory Technician 1 Married

3

1 Y No 12 3 3 80 1 4 3 3 4 2 3 2

39 No Travel_Frequently 1218 Research & Development 1 1 Life Sciences 1 531 2 Male 52 3 5 Manager 3 Divorced

1 Y Yes 14 3 3 80 1 21 3 3 21 8 1 6

56 No Travel_Frequently 906 Sales 6 3 Life Sciences 1 532 3 Female 86 4 4 Sales Executive 1 Married

2

9 Y No 11 3 4 80 3 36 0 2 7 7 7 7

30 No Travel_Rarely 1082 Sales 12 3 Technical Degree 1

2 Female 83 3 2 Sales Executive 3 Single

0 Y No 11 3 2 80 0 6 6 3 5 4 4 4

41 No Travel_Rarely 645 Sales 1 3 Marketing 1 534 2 Male 49 4 3 Sales Executive 1 Married

6

1 Y No 16 3 3 80 1 10 2 3 10 7 0 7

28 No Travel_Rarely 1300 Research & Development 17 2 Medical 1

3 Male 79 3 2 Laboratory Technician 1 Divorced

1 Y No 12 3 4 80 1 10 2 3 10 0 1 8

25 Yes Travel_Rarely 688 Research & Development 3 3 Medical 1 538 1 Male 91 3 1 Laboratory Technician 1 Married

5 Y No 13 3 3 80 1 6 5 3 2 2 0 2

52 No Travel_Rarely 319 Research & Development 3 3 Medical 1 543 4 Male 39 2 3 Manufacturing Director 3 Married

9

9

2 Y Yes 14 3 3 80 0 28 4 3 5 4 0 4

45 No Travel_Rarely 192 Research & Development 10 2 Life Sciences 1 544 1 Male 69 3 1 Research Scientist 4 Married

3 Y No 21 4 4 80 2 8 3 2 2 2 0 2

52 No Travel_Rarely

Research & Development 4 2 Life Sciences 1

4 Female 30 3 4 Manager 4 Married

5

2 Y No 13 3 4 80 0 31 2 1 5 2 1 4

42 No Travel_Frequently 532 Research & Development 29 2 Life Sciences 1 547 1 Female 92 3 2 Research Scientist 3 Divorced

2 Y No 11 3 2 80 1 19 3 3 5 4 0 2

30 No Travel_Rarely 317 Research & Development 2 3 Life Sciences 1 548 3 Female 43 1 2 Manufacturing Director 4 Single

3

2 Y No 20 4 3 80 0 11 2 3 5 4 0 2

60 No Travel_Rarely 422 Research & Development 7 3 Life Sciences 1 549 1 Female 41 3 5 Manager 1 Married 19566

5 Y No 11 3 4 80 0 33 5 1 29 8 11 10

46 No Travel_Rarely

Research & Development 18 3 Medical 1

3 Female 87 3 2 Manufacturing Director 3 Divorced

2 Y No 14 3 3 80 1 19 5 2 10 7 0 8

42 No Travel_Frequently

Research & Development 28 4 Technical Degree 1 551 4 Female 88 2 2 Healthcare Representative 4 Married

0 Y No 11 3 4 80 3 7 4 4 6 5 0 4

24 Yes Travel_Rarely

Sales 1 1 Technical Degree 1

1 Female 62 3 1 Sales Representative 2 Single

72

1 Y Yes 16 3 2 80 0 6 4 3 5 3 1 4

34 Yes Travel_Frequently 296 Sales 6 2 Marketing 1 555 4 Female 33 1 1 Sales Representative 3 Divorced

0 Y No 16 3 4 80 1 3 3 2 2 2 1 0

38 No Travel_Frequently 1490 Research & Development 2 2 Life Sciences 1 556 4 Male 42 3 1 Laboratory Technician 4 Married

1 Y Yes 23 4 3 80 1 1 3 3 1 0 0 0

40 No Travel_Rarely

Sales 2 4 Life Sciences 1 558 3 Female 79 3 5 Manager 3 Married

1

0 Y No 14 3 4 80 0 21 2 3 20 15 1 12

26 No Travel_Rarely 1349 Research & Development 23 3 Life Sciences 1 560 1 Female 90 3 1 Research Scientist 4 Divorced

1 Y No 22 4 2 80 2 3 3 1 3 2 0 2

30 No Non-Travel

Research & Development 3 3 Life Sciences 1

3 Male 53 3 1 Laboratory Technician 4 Married

4 Y No 15 3 3 80 1 9 3 1 5 3 1 4

29 No Travel_Rarely 986 Research & Development 3 4 Medical 1 564 2 Male 93 2 3 Research Director 3 Married

5

1 Y No 18 3 3 80 0 10 2 3 10 2 0 7

29 Yes Travel_Rarely 408 Research & Development 25 5 Technical Degree 1 565 3 Female 71 2 1 Research Scientist 2 Married

18300 5 Y No 16 3 2 80 0 6 2 4 2 2 1 1

19 Yes Travel_Rarely 489 Human Resources 2 2 Technical Degree 1 566 1 Male 52 2 1 Human Resources 4 Single

7

1 Y No 12 3 3 80 0 1 3 4 1 0 0 0

30 No Non-Travel 1398 Sales 22 4 Other 1 567 3 Female 69 3 3 Sales Executive 1 Married

0

0 Y No 11 3 3 80 0 10 3 3 9 8 7 8

57 No Travel_Rarely 210 Sales 29 3 Marketing 1

1 Male 56 2 4 Manager 4 Divorced

2

3 Y No 12 3 3 80 1 32 3 2 1 0 0 0

50 No Travel_Rarely

Research & Development 29 4 Life Sciences 1

2 Male 88 2 4 Manager 3 Married

6

0 Y No 15 3 2 80 1 28 2 3 27 10 15 7

30 No Non-Travel

Research & Development 2 3 Medical 1 571 3 Female 49 3 1 Laboratory Technician 4 Single 2564 7181 0 Y No 14 3 3 80 0 12 2 2 11 7 6 7

60 No Travel_Frequently

Sales 28 3 Marketing 1 573 3 Female 80 2 3 Sales Executive 1 Married

4 Y No 19 3 4 80 0 22 5 4 18 13 13 11

47 No Travel_Rarely 983 Research & Development 2 2 Medical 1 574 1 Female 65 3 2 Manufacturing Director 4 Divorced

5 Y No 13 3 3 80 3 20 2 3 5 0 0 4

46 No Travel_Rarely 1009 Research & Development 2 3 Life Sciences 1 575 1 Male 51 3 4 Research Director 3 Married

1

2288 6 Y No 13 3 3 80 0 26 2 1 3 2 0 1

35 No Travel_Rarely 144 Research & Development 22 3 Life Sciences 1 577 4 Male 46 1 1 Laboratory Technician 3 Single

5

0 Y No 15 3 3 80 0 6 2 3 5 4 4 3

54 No Travel_Rarely 548 Research & Development 8 4 Life Sciences 1

3 Female 42 3 2 Laboratory Technician 3 Single

8

7 Y No 11 3 3 80 0 19 3 3 1 0 0 0

34 No Travel_Rarely

Research & Development 2 4 Life Sciences 1 579 4 Male 62 2 1 Research Scientist 3 Divorced

3 Y No 12 3 3 80 1 14 3 3 7 3 5 7

46 No Travel_Rarely

Sales 10 3 Marketing 1

3 Female 94 2 3 Sales Executive 4 Married

3

2 Y Yes 19 3 3 80 1 15 3 3 3 2 1 2

31 No Travel_Rarely 1274 Research & Development 9 1 Life Sciences 1 581 3 Male 33 3 3 Manufacturing Director 2 Divorced

4

1 Y No 25 4 4 80 1 13 6 4 13 8 0 8

33 Yes Travel_Rarely

Research & Development 15 1 Medical 1 582 2 Male 56 3 3 Manager 3 Married

0

9

7 Y Yes 12 3 4 80 0 15 2 4 7 6 7 7

33 Yes Travel_Rarely

Research & Development 10 1 Medical 1 584 1 Male 38 1 1 Laboratory Technician 4 Divorced

7 Y No 13 3 1 80 3 8 2 3 4 3 1 3

30 No Travel_Rarely 413 Sales 7 1 Marketing 1 585 4 Male 57 3 1 Sales Representative 2 Single

8

0 Y No 14 3 1 80 0 4 3 3 3 2 1 2

35 No Travel_Rarely

Research & Development 16 3 Life Sciences 1 586 4 Male 72 3 3 Healthcare Representative 3 Married

5

4 Y Yes 12 3 3 80 0 10 2 3 8 7 0 0

31 Yes Travel_Frequently 534 Research & Development 20 3 Life Sciences 1 587 1 Male 66 3 3 Healthcare Representative 3 Married

8

3 Y No 12 3 1 80 0 12 2 3 1 0 0 0

34 Yes Travel_Frequently 988 Human Resources 23 3 Human Resources 1 590 2 Female 43 3 3 Human Resources 1 Divorced

0

9 Y Yes 15 3 3 80 3 11 2 3 3 2 0 2

42 No Travel_Frequently

Research & Development 5 2 Other 1 591 2 Male 97 3 1 Laboratory Technician 3 Married 2093

4 Y No 17 3 4 80 1 8 4 3 2 2 2 0

36 No Non-Travel 635 Sales 10 4 Medical 1

2 Male 32 3 3 Sales Executive 4 Single

1 Y No 14 3 4 80 0 10 3 2 10 3 9 7

22 Yes Travel_Frequently 1368 Research & Development 4 1 Technical Degree 1 593 3 Male 99 2 1 Laboratory Technician 3 Single

5 Y No 16 3 3 80 0 4 3 3 2 2 1 2

48 No Travel_Rarely 163 Sales 2 5 Marketing 1 595 2 Female 37 3 2 Sales Executive 4 Married

8

2 Y No 14 3 1 80 1 14 2 3 9 7 6 7

55 No Travel_Rarely 1117 Sales 18 5 Life Sciences 1 597 1 Female 83 3 4 Manager 2 Single

5

3 Y No 23 4 4 80 0 37 2 3 10 9 7 7

41 No Non-Travel 267 Sales 10 2 Life Sciences 1 599 4 Male 56 3 2 Sales Executive 4 Single

0

7 Y No 14 3 4 80 0 16 3 3 14 3 1 10

35 No Travel_Rarely 619 Sales 1 3 Marketing 1

2 Male 85 3 2 Sales Executive 3 Married

9

9 Y No 11 3 3 80 0 15 2 3 11 9 6 9

40 No Travel_Rarely 302 Research & Development 6 3 Life Sciences 1 601 2 Female 75 3 4 Manufacturing Director 3 Single

4

7 Y No 15 3 3 80 0 22 3 3 20 6 5 13

39 No Travel_Frequently

Research & Development 8 1 Life Sciences 1 602 3 Female 48 3 1 Laboratory Technician 3 Married

2

1 Y No 11 3 1 80 1 8 3 3 8 3 0 7

31 No Travel_Rarely 828 Sales 2 1 Life Sciences 1 604 2 Male 77 3 2 Sales Executive 4 Single 6582

6

4 Y Yes 13 3 3 80 0 10 2 4 6 5 0 5

42 No Travel_Rarely 319 Research & Development 24 3 Medical 1 605 4 Male 56 3 3 Manufacturing Director 1 Married

6

1 Y Yes 21 4 4 80 1 10 5 2 10 9 5 8

45 No Travel_Rarely 561 Sales 2 3 Other 1 606 4 Male 61 3 2 Sales Executive 2 Married

7

0 Y No 19 3 2 80 1 9 3 4 8 7 3 7

26 Yes Travel_Frequently 426 Human Resources 17 4 Life Sciences 1

2 Female 58 3 1 Human Resources 3 Divorced

0 Y Yes 11 3 2 80 1 8 2 2 7 7 1 0

29 No Travel_Rarely 232 Research & Development 19 3 Technical Degree 1 611 4 Male 34 3 2 Manufacturing Director 4 Divorced

4 Y No 12 3 2 80 2 8 2 4 3 2 1 2

33 No Travel_Rarely 922 Research & Development 1 5 Medical 1

1 Female 95 4 4 Research Director 3 Divorced

4

4 Y No 19 3 3 80 1 10 2 3 6 1 0 5

31 No Travel_Rarely 688 Sales 7 3 Life Sciences 1 613 3 Male 44 2 3 Manager 4 Divorced

9 Y No 21 4 3 80 1 10 3 2 5 4 0 1

18 Yes Travel_Frequently

Sales 5 3 Marketing 1 614 2 Male 69 3 1 Sales Representative 2 Single 1878

1 Y Yes 14 3 4 80 0 0 3 3 0 0 0 0

40 No Non-Travel 1094 Sales 28 3 Other 1

3 Male 58 1 3 Sales Executive 1 Divorced

3

3 Y No 15 3 3 80 1 20 2 3 1 0 0 1

41 No Non-Travel 509 Research & Development 2 4 Other 1

1 Female 62 2 2 Healthcare Representative 3 Single

2112 2 Y Yes 17 3 1 80 0 10 3 3 8 7 0 7

26 No Travel_Rarely 775 Sales 29 2 Medical 1 618 1 Male 45 3 2 Sales Executive 3 Divorced 4306

5 Y No 12 3 1 80 2 8 5 3 0 0 0 0

35 No Travel_Rarely 195 Sales 1 3 Medical 1

1 Female 80 3 2 Sales Executive 3 Single

1 Y No 16 3 4 80 0 5 3 3 5 4 0 3

34 No Travel_Rarely 258 Sales 21 4 Life Sciences 1 621 4 Male 74 4 2 Sales Executive 4 Single

1 Y No 12 3 4 80 0 10 3 3 10 7 5 7

26 Yes Travel_Rarely 471 Research & Development 24 3 Technical Degree 1 622 3 Male 66 1 1 Laboratory Technician 4 Single 2340

3

1 Y Yes 18 3 2 80 0 1 3 1 1 0 0 0

37 No Travel_Rarely

Research & Development 1 3 Technical Degree 1 623 2 Female 59 3 3 Manufacturing Director 4 Single

1

4 Y No 17 3 4 80 0 12 3 4 6 5 1 2

46 No Travel_Frequently 1034 Research & Development 18 1 Medical 1 624 1 Female 86 3 3 Healthcare Representative 3 Married

5 Y No 11 3 4 80 0 28 3 2 2 2 1 2

41 No Travel_Rarely 1276 Sales 2 5 Life Sciences 1 625 2 Female 91 3 4 Manager 1 Married

5

7 Y No 16 3 2 80 1 22 2 3 18 16 11 8

37 No Non-Travel 142 Sales 9 4 Medical 1 626 1 Male 69 3 3 Sales Executive 2 Divorced

4

1 Y No 13 3 4 80 1 9 6 3 9 5 7 7

52 No Travel_Rarely 956 Research & Development 6 2 Technical Degree 1 630 4 Male 78 3 2 Research Scientist 1 Divorced

3 Y Yes 12 3 2 80 2 18 3 3 10 9 6 9

32 Yes Non-Travel 1474 Sales 11 4 Other 1 631 4 Male 60 4 2 Sales Executive 3 Married

8 Y No 12 3 4 80 0 6 2 3 4 2 1 2

24 No Travel_Frequently 535 Sales 24 3 Medical 1 632 4 Male 38 3 1 Sales Representative 4 Married 2400

0 Y No 13 3 3 80 2 3 3 3 2 2 2 1

38 No Travel_Rarely

Research & Development 10 3 Medical 1 634 3 Female 76 3 2 Healthcare Representative 3 Married 9824

3 Y No 19 3 3 80 1 18 4 3 1 0 0 0

37 No Travel_Rarely 446 Research & Development 1 4 Life Sciences 1 635 2 Female 65 3 2 Manufacturing Director 2 Married

6 Y No 12 3 2 80 1 8 2 2 6 5 4 3

49 No Travel_Rarely

Research & Development 18 4 Life Sciences 1 638 4 Male 58 2 5 Research Director 3 Divorced

2

1 Y Yes 17 3 3 80 1 31 5 3 31 9 0 9

24 No Travel_Rarely 691 Research & Development 23 3 Medical 1 639 2 Male 89 4 1 Research Scientist 4 Married

1 Y Yes 11 3 2 80 2 6 3 3 6 5 1 4

26 No Travel_Rarely 703 Sales 28 2 Marketing 1 641 1 Male 66 3 2 Sales Executive 2 Married

8

1 Y No 20 4 4 80 2 6 5 4 5 3 1 4

24 No Travel_Rarely

Research & Development 17 2 Other 1 643 4 Male 94 2 1 Laboratory Technician 2 Married

9100 1 Y No 21 4 4 80 1 1 2 3 1 0 0 0

50 No Travel_Frequently

Human Resources 3 3 Medical 1 644 1 Male 99 3 5 Manager 2 Married

1 Y No 11 3 3 80 1 32 2 3 32 5 10 7

25 No Travel_Rarely 622 Sales 13 1 Medical 1 645 2 Male 40 3 1 Sales Representative 3 Married

1 Y No 11 3 3 80 0 7 1 3 7 4 0 6

24 Yes Travel_Frequently

Research & Development 7 3 Life Sciences 1 647 1 Female 55 3 1 Laboratory Technician 3 Married 2886

8

1 Y Yes 16 3 4 80 1 6 4 3 6 3 1 2

30 Yes Travel_Frequently 448 Sales 12 4 Life Sciences 1 648 2 Male 74 2 1 Sales Representative 1 Married

0

1 Y No 18 3 3 80 1 1 2 4 1 0 0 0

34 No Travel_Rarely 254 Research & Development 1 2 Life Sciences 1 649 2 Male 83 2 1 Research Scientist 4 Married

1 Y Yes 13 3 4 80 1 6 3 3 6 5 1 3

31 Yes Travel_Rarely

Sales 13 4 Medical 1 650 2 Male 46 3 2 Sales Executive 1 Divorced

2 Y No 17 3 3 80 0 9 2 1 3 1 1 2

35 No Travel_Rarely 538 Research & Development 25 2 Other 1 652 1 Male 54 2 2 Laboratory Technician 4 Single

4 Y No 14 3 4 80 0 9 3 3 3 2 0 2

31 No Travel_Rarely 525 Sales 6 4 Medical 1 653 1 Male 66 4 2 Sales Executive 4 Divorced

4 Y No 22 4 4 80 2 13 4 4 7 7 5 7

27 No Travel_Rarely 798 Research & Development 6 4 Medical 1 655 1 Female 66 2 1 Research Scientist 3 Divorced

0 Y No 12 3 3 80 2 6 5 2 5 3 0 3

37 No Travel_Rarely 558 Sales 2 3 Marketing 1 656 4 Male 75 3 2 Sales Executive 3 Married

4 Y Yes 11 3 3 80 1 17 3 2 3 0 1 0

20 No Travel_Rarely 959 Research & Development 1 3 Life Sciences 1 657 4 Female 83 2 1 Research Scientist 2 Single

7

1 Y No 13 3 4 80 0 1 0 4 1 0 0 0

42 No Travel_Rarely 622 Research & Development 2 4 Life Sciences 1 659 3 Female 81 3 2 Healthcare Representative 4 Married

1 Y No 13 3 2 80 2 10 4 3 10 2 2 2

43 No Travel_Rarely 782 Research & Development 6 4 Other 1 661 2 Male 50 2 4 Research Director 4 Divorced

7

4 Y Yes 14 3 3 80 1 21 3 2 1 0 0 0

38 No Travel_Rarely 362 Research & Development 1 1 Life Sciences 1 662 3 Female 43 3 1 Research Scientist 1 Single

3 Y No 17 3 4 80 0 8 3 2 0 0 0 0

43 No Travel_Frequently 1001 Research & Development 9 5 Medical 1 663 4 Male 72 3 2 Laboratory Technician 3 Divorced

7

3 Y Yes 13 3 2 80 1 10 3 3 8 7 4 7

48 No Travel_Rarely 1236 Research & Development 1 4 Life Sciences 1 664 4 Female 40 2 4 Manager 1 Married

7 Y No 11 3 1 80 1 21 3 1 3 2 0 2

44 No Travel_Rarely

Human Resources 1 4 Life Sciences 1 665 1 Female 50 2 2 Human Resources 3 Single

5

4 Y No 11 3 2 80 0 10 1 4 2 2 0 2

34 No Travel_Rarely 204 Sales 14 3 Technical Degree 1 666 3 Female 31 3 1 Sales Representative 3 Divorced

1 Y Yes 18 3 4 80 2 8 3 3 8 2 0 6

27 Yes Travel_Rarely 1420 Sales 2 1 Marketing 1 667 3 Male 85 3 1 Sales Representative 1 Divorced

0 Y No 11 3 2 80 1 5 3 3 4 3 0 2

21 No Travel_Rarely 1343 Sales 22 1 Technical Degree 1 669 3 Male 49 3 1 Sales Representative 3 Single

1 Y No 11 3 3 80 0 3 2 3 3 2 1 2

44 No Travel_Rarely 1315 Research & Development 3 4 Other 1 671 4 Male 35 3 5 Manager 4 Married

3

4 Y Yes 12 3 1 80 1 26 2 4 2 2 0 1

22 No Travel_Rarely 604 Research & Development 6 1 Medical 1 675 1 Male 69 3 1 Research Scientist 3 Married

0 Y No 20 4 4 80 0 3 3 3 2 2 2 2

33 No Travel_Rarely

Sales 8 4 Marketing 1 677 3 Male 39 3 2 Sales Executive 3 Divorced

4

0 Y No 12 3 4 80 0 6 3 3 5 0 1 2

32 No Travel_Rarely

Research & Development 9 4 Life Sciences 1 679 1 Female 92 3 2 Research Scientist 4 Married

1 Y Yes 12 3 4 80 1 6 2 2 6 4 0 5

30 No Travel_Frequently 160 Research & Development 3 3 Medical 1 680 3 Female 71 3 1 Research Scientist 3 Divorced

1 Y No 20 4 3 80 1 1 2 3 1 0 0 0

53 No Travel_Rarely 238 Sales 1 1 Medical 1 682 4 Female 34 3 2 Sales Executive 1 Single

1

7 Y No 20 4 4 80 0 18 2 4 14 7 8 10

34 No Travel_Rarely

Research & Development 1 5 Life Sciences 1 683 2 Male 42 3 1 Research Scientist 4 Married 2691

1 Y No 12 3 4 80 1 10 4 2 10 9 8 8

45 Yes Travel_Frequently 306 Sales 26 4 Life Sciences 1 684 1 Female 100 3 2 Sales Executive 1 Married

0

2 Y No 14 3 4 80 2 5 4 3 1 1 0 0

26 No Travel_Rarely

Research & Development 6 3 Life Sciences 1 686 3 Female 71 3 1 Laboratory Technician 4 Married

9

1 Y Yes 13 3 3 80 1 3 2 3 3 2 0 2

37 No Travel_Rarely 482 Research & Development 3 3 Other 1 689 3 Male 36 3 3 Manufacturing Director 3 Married

1 Y No 15 3 3 80 1 10 2 3 10 7 7 8

29 No Travel_Rarely

Sales 3 2 Medical 1

2 Female 62 3 2 Sales Executive 3 Married

1 Y No 14 3 1 80 1 6 5 2 6 0 1 2

35 No Travel_Rarely 1017 Research & Development 6 4 Life Sciences 1 691 2 Male 82 1 2 Research Scientist 4 Single

8

1 Y No 13 3 2 80 0 17 3 3 17 11 11 8

33 No Travel_Frequently 1296 Research & Development 6 3 Life Sciences 1 692 3 Male 30 3 2 Healthcare Representative 4 Divorced

5

3 Y No 23 4 3 80 1 15 2 1 13 11 4 7

54 No Travel_Rarely 397 Human Resources 19 4 Medical 1 698 3 Male 88 3 3 Human Resources 2 Married

2 Y No 15 3 3 80 1 16 1 4 9 7 7 1

36 No Travel_Rarely

Research & Development 9 2 Medical 1 699 2 Male 48 2 2 Manufacturing Director 2 Divorced

4

2 Y Yes 11 3 3 80 1 13 2 3 3 2 0 2

27 No Travel_Rarely 1115 Research & Development 3 4 Medical 1 700 1 Male 54 2 1 Research Scientist 4 Single

0 Y No 13 3 4 80 0 5 0 3 4 2 1 1

20 Yes Travel_Rarely 1362 Research & Development 10 1 Medical 1 701 4 Male 32 3 1 Research Scientist 3 Single 1009

1 Y Yes 11 3 4 80 0 1 5 3 1 0 1 1

33 Yes Travel_Frequently

Research & Development 3 3 Life Sciences 1 702 1 Male 70 3 1 Research Scientist 1 Single

1 Y Yes 11 3 1 80 0 10 3 3 10 8 9 7

35 No Non-Travel

Research & Development 3 3 Life Sciences 1 704 3 Male 41 2 1 Laboratory Technician 3 Married

1 Y No 18 3 3 80 2 1 3 3 1 0 0 0

23 No Travel_Rarely 885 Research & Development 4 3 Medical 1 705 1 Male 58 4 1 Research Scientist 1 Married

2 Y No 16 3 1 80 1 5 3 4 3 2 0 2

25 No Travel_Rarely 810 Sales 8 3 Life Sciences 1 707 4 Male 57 4 2 Sales Executive 2 Married

0 Y No 22 4 3 80 1 4 4 3 3 2 1 2

38 No Travel_Rarely 243 Sales 7 4 Marketing 1

4 Female 46 2 2 Sales Executive 4 Single

0 Y No 20 4 1 80 0 8 2 3 7 7 0 5

29 No Travel_Frequently

Research & Development 1 4 Life Sciences 1 710 2 Male 76 1 1 Research Scientist 4 Divorced 2720

1 Y No 18 3 4 80 1 10 5 3 10 7 2 8

48 No Travel_Rarely 817 Sales 2 1 Marketing 1 712 2 Male 56 4 2 Sales Executive 2 Married

7

3 Y No 12 3 4 80 0 12 3 3 2 2 2 2

27 No Travel_Frequently

Sales 3 1 Medical 1 714 4 Female 71 4 2 Sales Executive 4 Divorced

3

1 Y Yes 20 4 2 80 2 6 3 3 6 5 0 4

37 No Travel_Rarely 1225 Research & Development 10 2 Life Sciences 1 715 4 Male 80 4 1 Research Scientist 4 Single

3 Y No 17 3 1 80 0 4 2 3 1 0 0 0

50 No Travel_Rarely

Research & Development 28 1 Medical 1 716 4 Male 74 4 1 Laboratory Technician 3 Married

1 Y Yes 11 3 3 80 3 20 3 3 20 8 3 8

34 No Travel_Rarely

Research & Development 9 3 Medical 1 717 4 Female 46 2 3 Healthcare Representative 2 Single

1 Y No 14 3 2 80 0 9 3 4 8 7 7 7

24 Yes Travel_Rarely 693 Sales 3 2 Life Sciences 1 720 1 Female 65 3 2 Sales Executive 3 Single

9 Y No 14 3 1 80 0 4 3 3 2 2 2 0

39 No Travel_Rarely 408 Research & Development 2 4 Technical Degree 1 721 4 Female 80 2 2 Healthcare Representative 3 Single

1 Y No 11 3 1 80 0 20 4 3 20 7 11 10

32 No Travel_Rarely 929 Sales 10 3 Marketing 1 722 4 Male 55 3 2 Sales Executive 4 Single

1 Y No 12 3 4 80 0 10 2 2 10 7 0 8

50 Yes Travel_Frequently 562 Sales 8 2 Technical Degree 1 723 2 Male 50 3 2 Sales Executive 3 Married

2

3 Y Yes 14 3 1 80 1 18 4 3 4 3 1 3

38 No Travel_Rarely 827 Research & Development 1 4 Life Sciences 1 724 2 Female 33 4 2 Healthcare Representative 4 Single

5

0 Y No 13 3 3 80 0 10 4 2 9 7 1 8

27 No Travel_Rarely 608 Research & Development 1 2 Life Sciences 1 725 3 Female 68 3 3 Manufacturing Director 1 Married

1 Y No 11 3 4 80 0 9 3 3 9 7 0 7

32 No Travel_Rarely 1018 Research & Development 3 2 Life Sciences 1 727 3 Female 39 3 3 Research Director 4 Single

3

3 Y No 15 3 4 80 0 10 6 3 7 7 7 7

47 No Travel_Rarely 703 Sales 14 4 Marketing 1 728 4 Male 42 3 2 Sales Executive 1 Single

5

2 Y No 12 3 4 80 0 20 2 3 7 7 1 7

40 No Travel_Frequently 580 Sales 5 4 Life Sciences 1 729 4 Male 48 2 3 Sales Executive 1 Married

5

2

5 Y Yes 21 4 3 80 1 20 2 3 18 13 1 12

53 No Travel_Rarely 970 Research & Development 7 3 Life Sciences 1 730 3 Male 59 4 4 Research Director 3 Married

4

3 Y No 19 3 3 80 0 32 3 3 5 1 1 3

41 No Travel_Rarely 427 Human Resources 10 4 Human Resources 1

2 Male 73 2 5 Manager 4 Divorced

3 Y No 15 3 2 80 3 23 2 2 21 6 12 6

60 No Travel_Rarely

Sales 16 4 Marketing 1 732 1 Male 84 3 2 Sales Executive 1 Single

8 Y No 14 3 4 80 0 10 1 3 2 2 2 2

27 No Travel_Frequently 294 Research & Development 10 2 Life Sciences 1

4 Male 32 3 3 Manufacturing Director 1 Divorced

3

1 Y No 21 4 3 80 2 9 4 2 9 7 1 7

41 No Travel_Rarely 314 Human Resources 1 3 Human Resources 1 734 4 Male 59 2 5 Manager 3 Married

9

1 Y No 12 3 2 80 1 22 3 3 22 7 2 10

50 No Travel_Rarely 316 Sales 8 4 Marketing 1 738 4 Male 54 3 1 Sales Representative 2 Married

7 Y No 15 3 4 80 1 4 2 3 2 2 2 2

28 Yes Travel_Rarely 654 Research & Development 1 2 Life Sciences 1 741 1 Female 67 1 1 Research Scientist 2 Single

7 Y Yes 13 3 4 80 0 10 4 3 7 7 3 7

36 No Non-Travel 427 Research & Development 8 3 Life Sciences 1 742 1 Female 63 4 3 Research Director 1 Married

9 Y No 14 3 1 80 1 10 2 3 8 7 0 5

38 No Travel_Rarely 168 Research & Development 1 3 Life Sciences 1 743 3 Female 81 3 3 Manufacturing Director 3 Single 7861

7

4 Y Yes 14 3 4 80 0 10 4 4 1 0 0 0

44 No Non-Travel 381 Research & Development 24 3 Medical 1 744 1 Male 49 1 1 Laboratory Technician 3 Single

2 Y No 14 3 3 80 0 9 5 3 5 2 1 4

47 No Travel_Frequently 217 Sales 3 3 Medical 1 746 4 Female 49 3 4 Sales Executive 3 Divorced

5

9 Y Yes 12 3 4 80 2 28 2 2 22 2 11 13

30 No Travel_Rarely 501 Sales 27 5 Marketing 1 747 3 Male 99 3 2 Sales Executive 4 Divorced 5304

7 Y No 23 4 4 80 1 10 2 2 8 7 7 7

29 No Travel_Rarely 1396 Sales 10 3 Life Sciences 1 749 3 Male 99 3 1 Sales Representative 3 Single

2755 1 Y No 11 3 3 80 0 1 6 3 1 0 0 0

42 Yes Travel_Frequently 933 Research & Development 19 3 Medical 1 752 3 Male 57 4 1 Research Scientist 3 Divorced

6 Y Yes 12 3 4 80 0 7 2 3 2 2 2 2

43 No Travel_Frequently 775 Sales 15 3 Life Sciences 1 754 4 Male 47 2 2 Sales Executive 4 Married

3 Y No 18 3 3 80 1 7 5 3 2 2 2 2

34 No Travel_Rarely 970 Research & Development 8 2 Medical 1 757 2 Female 96 3 2 Healthcare Representative 3 Single

3 Y No 11 3 4 80 0 10 2 3 5 1 4 3

23 No Travel_Rarely 650 Research & Development 9 1 Medical 1

2 Male 37 3 1 Laboratory Technician 1 Married 2500

1 Y No 14 3 4 80 1 5 2 4 4 3 0 2

39 No Travel_Rarely 141 Human Resources 3 3 Human Resources 1

3 Female 44 4 2 Human Resources 2 Married

7

9 Y No 15 3 3 80 1 12 3 1 8 3 3 6

56 No Travel_Rarely 832 Research & Development 9 3 Medical 1 762 3 Male 81 3 4 Healthcare Representative 4 Married

7 Y No 11 3 3 80 0 30 1 2 10 7 1 1

40 No Travel_Rarely 804 Research & Development 2 1 Medical 1 763 4 Female 86 2 1 Research Scientist 4 Single 2342

0 Y Yes 20 4 4 80 0 5 2 2 4 2 2 3

27 No Travel_Rarely

Research & Development 7 3 Medical 1

4 Female 55 2 2 Healthcare Representative 1 Single 6811

8

8 Y No 19 3 1 80 0 9 2 1 7 6 0 7

29 No Travel_Rarely 1090 Sales 10 3 Marketing 1 766 4 Male 83 3 1 Sales Representative 2 Divorced 2297

1 Y No 14 3 4 80 2 2 2 3 2 2 2 2

53 No Travel_Rarely 346 Research & Development 6 3 Life Sciences 1

4 Male 86 3 2 Laboratory Technician 4 Single

2 Y No 17 3 4 80 0 19 4 3 2 2 2 2

35 No Non-Travel 1225 Research & Development 2 4 Life Sciences 1 771 4 Female 61 3 2 Healthcare Representative 1 Divorced

2 Y No 11 3 1 80 1 16 2 4 1 0 0 0

32 No Travel_Frequently 430 Research & Development 24 4 Life Sciences 1 772 1 Male 80 3 2 Laboratory Technician 4 Married

1 Y No 15 3 4 80 2 10 2 3 10 8 4 7

38 No Travel_Rarely 268 Research & Development 2 5 Medical 1 773 4 Male 92 3 1 Research Scientist 3 Married

6 Y Yes 13 3 2 80 1 6 0 1 1 0 0 1

34 No Travel_Rarely 167 Research & Development 8 5 Life Sciences 1 775 2 Female 32 3 2 Manufacturing Director 1 Divorced

3 Y No 14 3 3 80 1 7 3 3 0 0 0 0

52 No Travel_Rarely 621 Sales 3 4 Marketing 1 776 3 Male 31 2 4 Manager 1 Married

1 Y No 11 3 1 80 0 34 3 4 34 6 1 16

33 Yes Travel_Rarely 527 Research & Development 1 4 Other 1 780 4 Male 63 3 1 Research Scientist 4 Single

1 Y Yes 13 3 3 80 0 10 2 2 10 9 7 8

25 No Travel_Rarely 883 Sales 26 1 Medical 1 781 3 Female 32 3 2 Sales Executive 4 Single

1 Y No 23 4 2 80 0 6 5 2 6 5 1 4

45 No Travel_Rarely 954 Sales 2 2 Technical Degree 1 783 2 Male 46 1 2 Sales Representative 3 Single

8

0 Y No 13 3 1 80 0 9 3 3 8 7 3 1

23 No Travel_Rarely 310 Research & Development 10 1 Medical 1

1 Male 79 4 1 Research Scientist 3 Single

1 Y No 18 3 4 80 0 2 3 3 2 2 0 2

47 Yes Travel_Frequently 719 Sales 27 2 Life Sciences 1 785 2 Female 77 4 2 Sales Executive 3 Single 6397

4 Y Yes 12 3 4 80 0 8 2 3 5 4 1 3

34 No Travel_Rarely 304 Sales 2 3 Other 1 786 4 Male 60 3 2 Sales Executive 4 Single

6

1 Y No 22 4 3 80 0 6 5 3 6 5 1 4

55 Yes Travel_Rarely 725 Research & Development 2 3 Medical 1 787 4 Male 78 3 5 Manager 1 Married

9

5 Y Yes 13 3 4 80 1 24 2 3 5 2 1 4

36 No Non-Travel

Sales 8 4 Life Sciences 1 789 1 Male 76 2 3 Sales Executive 1 Single

9

1 Y No 15 3 2 80 0 10 1 3 10 7 0 9

52 No Non-Travel 715 Research & Development 19 4 Medical 1 791 4 Male 41 3 1 Research Scientist 4 Married

0 Y No 18 3 1 80 1 5 3 3 4 3 1 2

26 No Travel_Frequently 575 Research & Development 1 2 Life Sciences 1

1 Female 71 1 1 Laboratory Technician 4 Divorced

3 Y No 14 3 1 80 1 5 2 3 2 2 2 0

29 No Travel_Rarely 657 Research & Development 27 3 Medical 1 793 2 Female 66 3 2 Healthcare Representative 3 Married

4 Y No 12 3 1 80 1 11 3 2 8 7 1 1

26 Yes Travel_Rarely 1146 Sales 8 3 Technical Degree 1 796 4 Male 38 2 2 Sales Executive 1 Single

6 Y No 17 3 3 80 0 6 2 2 4 3 1 2

34 No Travel_Rarely 182 Research & Development 1 4 Life Sciences 1 797 2 Female 72 4 1 Research Scientist 4 Single

1

2 Y No 16 3 3 80 0 10 2 3 4 2 1 3

54 No Travel_Rarely 376 Research & Development 19 4 Medical 1 799 4 Female 95 3 2 Manufacturing Director 1 Divorced

9 Y Yes 11 3 2 80 2 9 4 3 5 3 1 4

27 No Travel_Frequently 829 Sales 8 1 Marketing 1 800 3 Male 84 3 2 Sales Executive 4 Married

0 Y No 19 3 2 80 1 5 3 3 4 2 1 1

37 No Travel_Rarely 571 Research & Development 10 1 Life Sciences 1 802 4 Female 82 3 1 Research Scientist 1 Divorced

0 Y Yes 13 3 2 80 2 6 3 2 5 3 4 3

38 No Travel_Frequently 240 Research & Development 2 4 Life Sciences 1

1 Female 75 4 2 Manufacturing Director 1 Single

6 Y Yes 12 3 4 80 0 17 2 3 15 7 4 12

34 No Travel_Rarely 121 Research & Development 2 4 Medical 1 804 3 Female 86 2 1 Research Scientist 1 Single 4381

1 Y No 11 3 3 80 0 6 3 3 6 5 1 3

35 No Travel_Rarely 384 Sales 8 4 Life Sciences 1 805 1 Female 72 3 1 Sales Representative 4 Married

7

1 Y No 16 3 2 80 1 3 1 2 3 2 0 2

30 No Travel_Rarely 921 Research & Development 1 3 Life Sciences 1 806 4 Male 38 1 1 Laboratory Technician 3 Married

5

3 Y No 21 4 3 80 2 7 2 3 2 2 0 2

40 No Travel_Frequently 791 Research & Development 2 2 Medical 1 807 3 Female 38 4 2 Healthcare Representative 2 Married

1 Y No 24 4 4 80 1 8 2 3 8 7 3 7

34 No Travel_Rarely

Sales 8 2 Life Sciences 1 808 3 Female 93 3 2 Sales Executive 1 Married

5

5 Y No 17 3 2 80 1 6 1 3 3 2 1 2

42 No Travel_Frequently 570 Research & Development 8 3 Life Sciences 1 809 2 Male 66 3 5 Manager 4 Divorced

5

1 Y No 13 3 2 80 1 24 4 2 24 7 14 9

23 Yes Travel_Rarely

Research & Development 6 3 Life Sciences 1 811 3 Male 63 4 1 Laboratory Technician 1 Married

1 Y Yes 21 4 3 80 2 1 2 3 0 0 0 0

24 No Non-Travel

Research & Development 9 3 Life Sciences 1 812 3 Male 60 2 1 Laboratory Technician 2 Divorced

1

1 Y No 11 3 3 80 3 1 4 3 1 0 0 0

52 No Travel_Rarely

Research & Development 11 4 Life Sciences 1 813 4 Female 82 3 2 Laboratory Technician 3 Married

8 Y No 20 4 2 80 1 9 3 3 5 2 1 4

50 No Travel_Rarely 691 Research & Development 2 3 Medical 1 815 3 Male 64 3 4 Research Director 3 Married

9

5 Y No 16 3 4 80 0 30 3 3 4 3 0 3

29 Yes Travel_Rarely 805 Research & Development 1 2 Life Sciences 1 816 2 Female 36 2 1 Laboratory Technician 1 Married

1 Y Yes 11 3 4 80 1 1 1 3 1 0 0 0

33 No Travel_Rarely 213 Research & Development 7 3 Medical 1 817 3 Male 49 3 3 Research Director 3 Married

0 Y No 11 3 4 80 0 14 3 4 13 9 3 7

33 Yes Travel_Rarely 118 Sales 16 3 Marketing 1 819 1 Female 69 3 2 Sales Executive 1 Single

5 Y No 15 3 3 80 0 6 3 3 3 2 0 2

47 No Travel_Rarely 202 Research & Development 2 2 Other 1 820 3 Female 33 3 4 Manager 4 Married

2

2

1 Y Yes 11 3 3 80 1 26 3 2 26 14 3 0

36 No Travel_Rarely 676 Research & Development 1 3 Other 1 823 3 Female 35 3 2 Manufacturing Director 2 Married 5228

0 Y No 15 3 1 80 1 10 2 3 9 7 0 5

29 No Travel_Rarely

Research & Development 23 2 Life Sciences 1 824 3 Male 81 4 1 Research Scientist 3 Married

1 Y No 24 4 3 80 1 10 3 3 10 7 0 7

58 Yes Travel_Rarely 286 Research & Development 2 4 Life Sciences 1 825 4 Male 31 3 5 Research Director 2 Single

7 Y Yes 12 3 4 80 0 40 2 3 31 15 13 8

35 No Travel_Rarely

Research & Development 1 4 Life Sciences 1 826 4 Female 40 4 1 Research Scientist 3 Single

3 Y No 13 3 3 80 0 7 0 3 2 2 2 2

42 No Travel_Rarely 932 Research & Development 1 2 Life Sciences 1 827 4 Female 43 2 2 Manufacturing Director 4 Married 6062 4051 9 Y Yes 13 3 4 80 1 8 4 3 4 3 0 2
28 Yes Travel_Rarely 890 Research & Development 2 4 Medical 1 828 3 Male 46 3 1 Research Scientist 3 Single

6 Y No 17 3 4 80 0 5 3 2 2 2 2 1

36 No Travel_Rarely 1041 Human Resources 13 3 Human Resources 1 829 3 Male 36 3 1 Human Resources 2 Married

7

4 Y No 13 3 2 80 1 8 2 3 5 2 0 4

32 No Travel_Rarely 859 Research & Development 4 3 Life Sciences 1 830 3 Female 98 2 2 Manufacturing Director 3 Married

4

1 Y No 12 3 3 80 1 14 3 3 14 13 6 8

40 No Travel_Frequently 720 Research & Development 16 4 Medical 1 832 1 Male 51 2 2 Laboratory Technician 3 Single

3

6 Y No 14 3 4 80 0 10 6 3 1 0 0 0

30 No Travel_Rarely

Research & Development 2 3 Medical 1 833 3 Female 52 2 2 Manufacturing Director 4 Single

4

5 Y Yes 24 4 2 80 0 12 4 2 0 0 0 0

45 No Travel_Rarely 252 Research & Development 2 3 Life Sciences 1 834 2 Female 95 2 1 Research Scientist 3 Single

1 Y No 14 3 4 80 0 1 3 3 1 0 0 0

42 No Travel_Rarely 933 Research & Development 29 3 Life Sciences 1 836 2 Male 98 3 2 Manufacturing Director 2 Married

1 Y No 13 3 4 80 1 10 3 2 9 8 7 8

38 No Travel_Frequently 471 Research & Development 12 3 Life Sciences 1

1 Male 45 2 2 Healthcare Representative 1 Divorced

2 Y No 15 3 3 80 1 13 3 2 4 3 1 2

34 No Travel_Frequently 702 Research & Development 16 4 Life Sciences 1 838 3 Female 100 2 1 Research Scientist 4 Single 2553

1 Y No 16 3 3 80 0 6 3 3 5 2 1 3

49 Yes Travel_Rarely

Sales 11 3 Marketing 1

3 Female 43 3 3 Sales Executive 4 Married 7654

1 Y No 18 3 1 80 2 9 3 4 9 8 7 7

55 Yes Travel_Rarely 436 Sales 2 1 Medical 1

3 Male 37 3 2 Sales Executive 4 Single

4 Y No 16 3 3 80 0 12 3 2 9 7 7 3

43 No Travel_Rarely 589 Research & Development 14 2 Life Sciences 1 843 2 Male 94 3 4 Research Director 1 Married

6 Y No 24 4 3 80 1 22 3 3 4 1 1 0

27 No Travel_Rarely 269 Research & Development 5 1 Technical Degree 1 844 3 Male 42 2 3 Research Director 4 Divorced

2

1 Y Yes 16 3 2 80 1 9 3 3 9 8 0 8

35 No Travel_Rarely 950 Research & Development 7 3 Other 1 845 3 Male 59 3 3 Manufacturing Director 3 Single

9

3 Y No 21 4 2 80 0 17 3 4 8 5 1 6

28 No Travel_Rarely 760 Sales 2 4 Marketing 1

2 Female 81 3 2 Sales Executive 2 Married

1 Y Yes 20 4 1 80 0 8 2 3 8 7 7 5

34 No Travel_Rarely 829 Human Resources 3 2 Human Resources 1 847 3 Male 88 3 1 Human Resources 4 Married

0 Y No 19 3 3 80 1 4 1 1 3 2 0 2

26 Yes Travel_Frequently

Research & Development 5 2 Medical 1 848 3 Female 88 2 1 Research Scientist 3 Married

1 Y Yes 14 3 1 80 1 8 2 3 8 7 1 7

27 No Non-Travel 443 Research & Development 3 3 Medical 1 850 4 Male 50 3 1 Research Scientist 4 Married 1706

1

1 Y No 11 3 3 80 3 0 6 2 0 0 0 0

51 No Travel_Rarely

Sales 26 4 Marketing 1 851 1 Female 66 3 4 Manager 3 Married

5594 2 Y No 14 3 3 80 1 29 2 2 20 6 4 17

44 No Travel_Rarely 625 Research & Development 4 3 Medical 1 852 4 Male 50 3 2 Healthcare Representative 2 Single

9 Y No 12 3 4 80 0 10 2 2 5 2 2 3

25 No Travel_Rarely 180 Research & Development 2 1 Medical 1 854 1 Male 65 4 1 Research Scientist 1 Single

7 Y No 13 3 3 80 0 6 3 2 4 3 0 1

33 No Travel_Rarely 586 Sales 1 3 Medical 1 855 1 Male 48 4 2 Sales Executive 1 Divorced

1 Y No 22 4 1 80 1 9 5 3 9 8 0 8

35 No Travel_Rarely 1343 Research & Development 27 1 Medical 1 856 3 Female 53 2 1 Research Scientist 1 Single

1 Y No 11 3 4 80 0 6 3 2 6 5 1 1

36 No Travel_Rarely 928 Sales 1 2 Life Sciences 1 857 2 Male 56 3 2 Sales Executive 4 Married

1 Y Yes 14 3 4 80 1 18 1 2 18 14 4 11

32 No Travel_Rarely 117 Sales 13 4 Life Sciences 1 859 2 Male 73 3 2 Sales Executive 4 Divorced

2 Y No 11 3 3 80 1 8 3 2 5 2 0 3

30 No Travel_Frequently 1012 Research & Development 5 4 Life Sciences 1 861 2 Male 75 2 1 Research Scientist 4 Divorced

2373 9 Y No 12 3 2 80 1 10 3 2 5 4 0 3

53 No Travel_Rarely 661 Sales 7 2 Marketing 1 862 1 Female 78 2 3 Sales Executive 4 Married

7 Y Yes 18 3 4 80 1 35 3 3 5 2 0 4

45 No Travel_Rarely 930 Sales 9 3 Marketing 1

4 Male 74 3 3 Sales Executive 1 Divorced

4 Y Yes 12 3 3 80 1 18 2 3 5 4 0 2

32 No Travel_Rarely 638 Research & Development 8 2 Medical 1 865 3 Female 91 4 2 Research Scientist 3 Married

5 Y No 12 3 3 80 1 9 3 2 5 3 1 3

52 No Travel_Frequently 890 Research & Development 25 4 Medical 1

3 Female 81 2 4 Manufacturing Director 4 Married

6

8

3 Y No 22 4 3 80 0 31 3 3 9 8 0 0

37 No Travel_Rarely 342 Sales 16 4 Marketing 1 868 4 Male 66 2 2 Sales Executive 3 Divorced

4 Y No 19 3 4 80 2 9 2 3 1 0 0 0

28 No Travel_Rarely 1169 Human Resources 8 2 Medical 1 869 2 Male 63 2 1 Human Resources 4 Divorced 4936

1 Y No 13 3 4 80 1 6 6 3 5 1 0 4

22 No Travel_Rarely

Research & Development 1 2 Life Sciences 1 872 4 Male 33 2 2 Manufacturing Director 4 Married

6 Y No 22 4 1 80 2 4 2 1 2 2 2 2

44 No Travel_Rarely 986 Research & Development 8 4 Life Sciences 1 874 1 Male 62 4 1 Laboratory Technician 4 Married

2 Y Yes 24 4 3 80 1 10 2 2 3 2 0 2

42 No Travel_Frequently

Research & Development 2 1 Medical 1 875 2 Male 35 3 1 Research Scientist 4 Single 2515 9068 5 Y Yes 14 3 4 80 0 8 2 3 2 1 2 2

36 No Travel_Rarely

Human Resources 8 3 Life Sciences 1 878 1 Male 77 2 1 Human Resources 1 Married 2342

0 Y No 21 4 3 80 0 6 3 3 5 4 0 3

25 No Travel_Rarely 141 Sales 3 1 Other 1 879 3 Male 98 3 2 Sales Executive 1 Married

1 Y Yes 18 3 4 80 0 5 3 3 5 3 0 3

35 No Travel_Rarely 607 Research & Development 9 3 Life Sciences 1

4 Female 66 2 3 Manufacturing Director 3 Married

5

1 Y Yes 20 4 2 80 1 17 2 3 17 14 5 15

35 Yes Travel_Frequently 130 Research & Development 25 4 Life Sciences 1 881 4 Female 96 3 1 Research Scientist 2 Divorced

2

1 Y Yes 19 3 1 80 1 10 3 2 10 2 7 8

32 No Non-Travel 300 Research & Development 1 3 Life Sciences 1

4 Male 61 3 1 Laboratory Technician 4 Divorced

0 Y No 12 3 2 80 1 4 2 3 3 0 0 2

25 No Travel_Rarely

Sales 4 1 Marketing 1 885 3 Male 87 2 2 Sales Executive 1 Married

4

1 Y No 12 3 1 80 0 5 1 4 5 2 0 3

49 No Travel_Rarely 1418 Research & Development 1 3 Technical Degree 1 887 3 Female 36 3 1 Research Scientist 1 Married

2 Y No 16 3 2 80 1 7 2 3 4 2 0 2

24 No Non-Travel

Research & Development 4 1 Life Sciences 1 888 1 Male 46 2 1 Laboratory Technician 4 Married

8

0 Y No 17 3 4 80 0 6 2 2 5 2 3 4

32 No Travel_Frequently 379 Sales 5 2 Life Sciences 1 889 2 Male 48 3 2 Sales Executive 2 Married

1 Y No 14 3 4 80 1 10 3 3 10 8 5 3

38 No Travel_Rarely 395 Sales 9 3 Marketing 1 893 2 Male 98 2 1 Sales Representative 2 Married

0 Y No 19 3 4 80 1 3 3 3 2 2 1 2

42 No Travel_Rarely

Research & Development 3 3 Life Sciences 1 894 3 Female 95 4 2 Laboratory Technician 4 Married

6

2 Y Yes 13 3 2 80 1 17 1 2 5 3 1 3

31 No Travel_Rarely

Research & Development 11 4 Life Sciences 1 895 4 Male 48 3 1 Research Scientist 4 Married

1

3 Y Yes 19 3 2 80 1 8 2 3 6 4 0 2

29 Yes Travel_Rarely 341 Sales 1 3 Medical 1 896 2 Female 48 2 1 Sales Representative 3 Divorced

6 Y Yes 19 3 3 80 3 5 3 3 3 2 0 2

53 No Travel_Rarely 868 Sales 8 3 Marketing 1

1 Male 73 3 4 Sales Executive 4 Married

5 Y No 14 3 3 80 1 28 3 3 2 0 2 2

35 No Travel_Rarely 672 Research & Development 25 3 Technical Degree 1 899 4 Male 78 2 3 Manufacturing Director 2 Married

9129 3 Y No 16 3 1 80 0 16 2 3 13 10 4 8

37 No Travel_Frequently

Sales 21 2 Medical 1 900 3 Female 54 3 1 Sales Representative 4 Married

2

5 Y No 15 3 2 80 1 10 3 3 5 4 0 0

53 No Travel_Rarely 102 Research & Development 23 4 Life Sciences 1 901 4 Female 72 3 4 Research Director 4 Single

6

6 Y No 18 3 3 80 0 33 0 3 12 9 3 8

43 No Travel_Frequently 422 Research & Development 1 3 Life Sciences 1 902 4 Female 33 3 2 Healthcare Representative 4 Married

4 Y No 13 3 2 80 1 12 2 2 5 2 2 2

47 No Travel_Rarely 249 Sales 2 2 Marketing 1 903 3 Female 35 3 2 Sales Executive 4 Married

3

0 Y Yes 22 4 1 80 1 8 2 3 7 6 7 7

37 No Non-Travel 1252 Sales 19 2 Medical 1 904 1 Male 32 3 3 Sales Executive 2 Single

4814 1 Y Yes 13 3 4 80 0 10 2 3 10 0 0 9

50 No Non-Travel 881 Research & Development 2 4 Life Sciences 1 905 1 Male 98 3 4 Manager 1 Divorced

4

1 Y No 11 3 4 80 1 31 3 3 31 6 14 7

39 No Travel_Rarely

Human Resources 2 3 Life Sciences 1 909 4 Female 42 2 2 Human Resources 4 Married

8 Y No 11 3 3 80 2 13 2 3 5 4 0 4

33 No Travel_Rarely

Human Resources 3 2 Human Resources 1 910 4 Male 57 3 1 Human Resources 2 Divorced

3 Y Yes 11 3 3 80 1 7 4 4 4 3 0 3

32 Yes Travel_Rarely 374 Research & Development 25 4 Life Sciences 1 911 1 Male 87 3 1 Laboratory Technician 4 Single

6

1 Y Yes 24 4 3 80 0 1 2 1 1 0 0 1

29 No Travel_Rarely

Research & Development 7 1 Medical 1 912 1 Female 62 2 1 Laboratory Technician 4 Divorced

6 Y No 14 3 3 80 3 8 5 3 4 3 0 3

44 No Travel_Rarely 661 Research & Development 9 2 Life Sciences 1 913 2 Male 61 3 1 Research Scientist 1 Married 2559

1 Y Yes 13 3 4 80 0 8 0 3 8 7 7 1

28 No Travel_Rarely 821 Sales 5 4 Medical 1 916 1 Male 98 3 2 Sales Executive 4 Single

1 Y No 14 3 2 80 0 4 3 3 4 2 0 2

58 Yes Travel_Frequently 781 Research & Development 2 1 Life Sciences 1 918 4 Male 57 2 1 Laboratory Technician 4 Divorced

4

9 Y Yes 14 3 4 80 1 3 3 2 1 0 0 0

43 No Travel_Rarely 177 Research & Development 8 3 Life Sciences 1 920 1 Female 55 3 2 Manufacturing Director 2 Divorced

4 Y No 21 4 3 80 1 4 2 4 1 0 0 0

20 Yes Travel_Rarely 500 Sales 2 3 Medical 1 922 3 Female 49 2 1 Sales Representative 3 Single

1 Y No 13 3 4 80 0 2 3 2 2 2 0 2

21 Yes Travel_Rarely 1427 Research & Development 18 1 Other 1 923 4 Female 65 3 1 Research Scientist 4 Single

1 Y No 19 3 1 80 0 1 3 2 1 0 0 0

36 No Travel_Rarely

Research & Development 14 1 Life Sciences 1 924 3 Male 68 3 2 Healthcare Representative 4 Married

0 Y Yes 17 3 1 80 1 17 2 2 16 8 4 11

47 No Travel_Rarely

Sales 2 4 Life Sciences 1 925 4 Female 65 2 1 Sales Representative 4 Single

7

1 Y Yes 18 3 1 80 0 3 3 2 3 2 1 2

22 Yes Travel_Rarely 617 Research & Development 3 1 Life Sciences 1 926 2 Female 34 3 2 Manufacturing Director 3 Married

0 Y Yes 19 3 1 80 1 4 3 4 3 2 0 2

41 Yes Travel_Rarely

Research & Development 2 4 Life Sciences 1 927 2 Female 57 1 1 Laboratory Technician 4 Divorced

5

4 Y Yes 13 3 3 80 1 10 1 2 7 7 1 0

28 No Travel_Rarely 995 Research & Development 9 3 Medical 1 930 3 Female 77 3 1 Research Scientist 3 Divorced 2377

5 Y No 18 3 2 80 1 6 2 3 2 2 2 2

39 Yes Travel_Rarely

Research & Development 6 3 Medical 1 932 4 Male 70 3 1 Laboratory Technician 1 Married

7 Y Yes 21 4 4 80 0 8 2 1 2 2 2 2

27 No Travel_Rarely 618 Research & Development 4 3 Life Sciences 1 933 2 Female 76 3 1 Research Scientist 3 Single

8

1 Y No 19 3 3 80 0 1 2 3 1 1 0 0

34 No Travel_Rarely 546 Research & Development 10 3 Life Sciences 1 934 2 Male 83 3 1 Laboratory Technician 2 Divorced

1 Y No 14 3 2 80 2 1 3 3 1 0 1 0

42 No Travel_Rarely 462 Sales 14 2 Medical 1 936 3 Female 68 2 2 Sales Executive 3 Single

7 Y No 17 3 1 80 0 10 6 3 5 4 0 3

33 No Travel_Rarely 1198 Research & Development 1 4 Other 1 939 3 Male 100 2 1 Research Scientist 1 Single

3339 3 Y Yes 11 3 2 80 0 6 1 3 3 2 0 2

58 No Travel_Rarely

Research & Development 5 3 Technical Degree 1 940 3 Female 37 2 3 Healthcare Representative 2 Divorced

2 Y Yes 13 3 4 80 1 24 3 3 6 0 0 4

31 No Travel_Rarely 154 Sales 7 4 Life Sciences 1 941 2 Male 41 2 1 Sales Representative 3 Married

7

3 Y No 15 3 2 80 0 13 2 4 7 7 5 2

35 No Travel_Rarely 1137 Research & Development 21 1 Life Sciences 1 942 4 Female 51 3 2 Healthcare Representative 4 Married 4014

0

1 Y Yes 25 4 4 80 1 10 2 1 10 6 0 7

49 No Travel_Rarely 527 Research & Development 8 2 Other 1 944 1 Female 51 3 3 Laboratory Technician 2 Married

4 Y No 11 3 3 80 1 29 3 2 26 9 1 7

48 No Travel_Rarely 1469 Research & Development 20 4 Medical 1 945 4 Male 51 3 1 Research Scientist 3 Married

4 Y No 17 3 1 80 2 13 2 2 0 0 0 0

31 No Non-Travel

Sales 20 2 Marketing 1

4 Female 45 3 2 Sales Executive 3 Married

6

1 Y No 13 3 4 80 1 9 2 2 9 8 0 0

36 No Travel_Rarely 188 Research & Development 7 4 Other 1 949 2 Male 65 3 1 Research Scientist 4 Single

2 Y No 18 3 3 80 0 8 6 3 6 2 0 1

38 No Travel_Rarely

Research & Development 1 3 Technical Degree 1 950 4 Female 80 3 3 Research Director 1 Married

2

1 Y No 13 3 2 80 1 15 3 3 15 12 5 11

32 No Non-Travel 1184 Research & Development 1 3 Life Sciences 1 951 3 Female 70 2 1 Laboratory Technician 2 Married

6 Y No 20 4 3 80 0 5 3 3 3 0 0 2

25 Yes Travel_Rarely 867 Sales 19 2 Marketing 1 952 3 Male 36 2 1 Sales Representative 2 Married

1 Y Yes 18 3 3 80 3 1 2 3 1 0 0 0

40 No Travel_Rarely 658 Sales 10 4 Marketing 1 954 1 Male 67 2 3 Sales Executive 2 Divorced

2

2 Y No 12 3 2 80 1 11 2 2 1 0 0 0

26 No Travel_Frequently 1283 Sales 1 3 Medical 1 956 3 Male 52 2 2 Sales Executive 1 Single

8

1 Y No 12 3 2 80 0 7 2 3 7 7 0 7

41 No Travel_Rarely 263 Research & Development 6 3 Medical 1 957 4 Male 59 3 1 Laboratory Technician 1 Single

2 Y Yes 13 3 3 80 0 20 3 3 18 13 2 17

36 No Travel_Rarely 938 Research & Development 2 4 Medical 1

3 Male 79 3 1 Laboratory Technician 3 Single

7

4 Y No 21 4 3 80 0 16 6 3 11 8 3 9

19 Yes Travel_Rarely 419 Sales 21 3 Other 1 959 4 Male 37 2 1 Sales Representative 2 Single

1 Y Yes 13 3 2 80 0 1 3 4 1 0 0 0

20 Yes Travel_Rarely 129 Research & Development 4 3 Technical Degree 1 960 1 Male 84 3 1 Laboratory Technician 1 Single 2973

1 Y No 19 3 2 80 0 1 2 3 1 0 0 0

31 No Travel_Rarely 616 Research & Development 12 3 Medical 1 961 4 Female 41 3 2 Healthcare Representative 4 Married

9

0 Y Yes 11 3 3 80 2 10 2 1 9 7 8 5

40 No Travel_Frequently 1469 Research & Development 9 4 Medical 1 964 4 Male 35 3 1 Research Scientist 2 Divorced

8 Y Yes 14 3 4 80 1 3 2 3 1 1 0 0

32 No Travel_Rarely 498 Research & Development 3 4 Medical 1

3 Female 93 3 2 Manufacturing Director 1 Married

1 Y No 12 3 3 80 1 8 2 4 8 7 6 3

36 Yes Travel_Rarely 530 Sales 3 1 Life Sciences 1 967 3 Male 51 2 3 Sales Executive 4 Married

5

1 Y Yes 11 3 1 80 1 16 6 3 16 7 3 7

33 No Travel_Rarely 1069 Research & Development 1 3 Life Sciences 1 969 2 Female 42 2 2 Healthcare Representative 4 Single

0 Y No 14 3 1 80 0 6 3 3 5 0 1 4

37 Yes Travel_Rarely 625 Sales 1 4 Life Sciences 1 970 1 Male 46 2 3 Sales Executive 3 Married 10609

2

5 Y No 11 3 3 80 0 17 2 1 14 1 11 7

45 No Non-Travel 805 Research & Development 4 2 Life Sciences 1 972 3 Male 57 3 2 Laboratory Technician 2 Married

1 Y No 12 3 2 80 0 9 5 2 9 7 0 8

29 No Travel_Frequently

Sales 20 3 Technical Degree 1 974 3 Female 84 3 1 Sales Representative 4 Married

1 Y No 15 3 2 80 1 3 5 3 3 1 0 2

35 No Travel_Rarely

Sales 18 3 Medical 1 975 3 Female 86 3 2 Sales Executive 3 Married

1 Y No 16 3 2 80 0 5 3 3 5 2 1 0

52 No Travel_Rarely

Research & Development 1 2 Life Sciences 1 976 4 Male 70 3 4 Manager 4 Married

9

2 Y No 15 3 2 80 1 26 2 2 9 8 7 8

58 Yes Travel_Rarely 289 Research & Development 2 3 Technical Degree 1 977 4 Male 51 3 1 Research Scientist 3 Single 2479

4 Y No 24 4 1 80 0 7 4 3 1 0 0 0

53 No Travel_Rarely

Sales 2 2 Medical 1 981 3 Male 45 3 4 Manager 3 Divorced

6 Y No 13 3 3 80 1 22 3 4 17 13 15 2

30 No Travel_Rarely 231 Sales 8 2 Other 1 982 3 Male 62 3 3 Sales Executive 3 Divorced

4

5 Y No 11 3 1 80 1 10 2 4 8 4 7 7

38 No Non-Travel 152 Sales 10 3 Technical Degree 1 983 3 Female 85 3 2 Sales Executive 4 Single

9

1 Y Yes 13 3 2 80 0 6 1 3 5 3 1 3

35 No Travel_Rarely 882 Sales 3 4 Life Sciences 1 984 4 Male 92 3 3 Sales Executive 4 Divorced

6 Y No 13 3 2 80 1 12 2 3 10 9 0 8

39 No Travel_Rarely 903 Sales 2 5 Life Sciences 1 985 1 Male 41 4 3 Sales Executive 3 Single

0

0 Y No 18 3 4 80 0 9 3 3 8 7 0 7

40 Yes Non-Travel 1479 Sales 24 3 Life Sciences 1 986 2 Female 100 4 4 Sales Executive 2 Single

4 Y Yes 16 3 4 80 0 22 2 2 1 0 0 0

47 No Travel_Frequently

Research & Development 16 4 Medical 1 987 3 Male 64 4 2 Manufacturing Director 3 Divorced

1 Y Yes 19 3 3 80 0 20 3 4 19 10 2 7

36 No Non-Travel 1229 Sales 8 4 Technical Degree 1 990 1 Male 84 3 2 Sales Executive 4 Divorced

4 Y No 13 3 4 80 2 12 3 3 7 7 0 7

31 Yes Non-Travel 335 Research & Development 9 2 Medical 1 991 3 Male 46 2 1 Research Scientist 1 Single 2321

0 Y Yes 22 4 1 80 0 4 0 3 3 2 1 2

33 No Non-Travel 722 Sales 17 3 Life Sciences 1 992 4 Male 38 3 4 Manager 3 Single

4

9

1 Y No 11 3 4 80 0 10 2 3 10 8 6 0

29 Yes Travel_Rarely 906 Research & Development 10 3 Life Sciences 1 994 4 Female 92 2 1 Research Scientist 1 Single 2404

6 Y Yes 20 4 3 80 0 3 5 3 0 0 0 0

33 No Travel_Rarely 461 Research & Development 13 1 Life Sciences 1 995 2 Female 53 3 1 Research Scientist 4 Single 3452

41

3 Y No 18 3 1 80 0 5 4 3 3 2 0 2

45 No Travel_Rarely 974 Research & Development 1 4 Medical 1 996 4 Female 91 3 1 Laboratory Technician 4 Divorced

5

3 Y No 14 3 4 80 2 8 2 3 5 3 0 2

50 No Travel_Rarely

Research & Development 1 2 Medical 1 997 4 Male 66 3 4 Research Director 4 Divorced

9

9 Y No 22 4 3 80 1 32 1 2 5 4 1 3

33 No Travel_Frequently 827 Research & Development 1 4 Other 1 998 3 Female 84 4 2 Healthcare Representative 2 Married

1

1 Y Yes 13 3 1 80 1 6 2 3 6 5 1 2

41 No Travel_Frequently 840 Research & Development 9 3 Medical 1 999 1 Male 64 3 5 Research Director 3 Divorced

9

2 Y No 17 3 2 80 1 21 2 4 18 16 0 11

27 No Travel_Rarely

Research & Development 16 4 Technical Degree 1 1001 3 Female 37 3 1 Laboratory Technician 2 Married

9 Y No 14 3 2 80 1 4 2 3 2 2 2 2

45 No Non-Travel 248 Research & Development 23 2 Life Sciences 1 1002 4 Male 42 3 2 Laboratory Technician 1 Married

1 Y Yes 15 3 3 80 1 9 2 3 9 8 0 8

47 No Travel_Rarely 955 Sales 4 2 Life Sciences 1 1003 4 Female 83 3 2 Sales Executive 4 Single

1 Y Yes 17 3 3 80 0 9 0 3 9 0 0 7

30 Yes Travel_Rarely 138 Research & Development 22 3 Life Sciences 1 1004 1 Female 48 3 1 Research Scientist 3 Married

9

4 Y Yes 11 3 2 80 0 7 2 3 5 2 0 1

50 No Travel_Rarely 939 Research & Development 24 3 Life Sciences 1 1005 4 Male 95 3 4 Manufacturing Director 3 Married

3 Y Yes 18 3 4 80 1 22 2 3 12 11 1 5

38 No Travel_Frequently

Research & Development 10 1 Medical 1

3 Male 66 3 1 Research Scientist 3 Married

7

0 Y No 17 3 2 80 1 3 0 2 2 1 0 2

46 No Travel_Rarely 566 Research & Development 7 2 Medical 1 1007 4 Male 75 3 3 Manufacturing Director 3 Divorced

6 Y No 13 3 2 80 1 13 3 3 8 7 0 7

24 No Travel_Rarely 1206 Research & Development 17 1 Medical 1 1009 4 Female 41 2 2 Manufacturing Director 3 Divorced

1 Y No 15 3 2 80 2 5 6 3 4 2 3 2

35 Yes Travel_Rarely 622 Research & Development 14 4 Other 1

3 Male 39 2 1 Laboratory Technician 2 Divorced

1 Y Yes 24 4 4 80 1 5 2 1 4 2 0 2

31 No Travel_Frequently 853 Research & Development 1 1 Life Sciences 1 1011 3 Female 96 3 2 Manufacturing Director 1 Married

8

1 Y No 12 3 3 80 1 4 1 3 4 3 0 3

18 No Non-Travel 287 Research & Development 5 2 Life Sciences 1 1012 2 Male 73 3 1 Research Scientist 4 Single 1051

1 Y No 15 3 4 80 0 0 2 3 0 0 0 0

54 No Travel_Rarely

Research & Development 17 3 Technical Degree 1

3 Female 56 3 3 Manufacturing Director 3 Married

3

8 Y No 11 3 3 80 1 22 2 3 10 7 0 8

35 No Travel_Rarely 583 Research & Development 25 4 Medical 1

3 Female 57 3 3 Healthcare Representative 3 Divorced

8

1 Y Yes 11 3 3 80 1 16 3 2 16 10 10 1

30 No Travel_Rarely 153 Research & Development 8 2 Life Sciences 1

2 Female 73 4 3 Research Director 1 Married

0 Y Yes 12 3 3 80 3 9 4 2 8 7 1 7

20 Yes Travel_Rarely 1097 Research & Development 11 3 Medical 1 1016 4 Female 98 2 1 Research Scientist 1 Single

5

1 Y Yes 15 3 1 80 0 1 2 3 1 0 0 0

30 Yes Travel_Frequently 109 Research & Development 5 3 Medical 1 1017 2 Female 60 3 1 Laboratory Technician 2 Single

0 Y No 17 3 1 80 0 4 3 3 3 2 1 2

26 No Travel_Rarely

Research & Development 2 2 Medical 1 1018 4 Male 32 4 2 Manufacturing Director 4 Married

1 Y No 12 3 2 80 0 8 2 3 8 7 1 3

22 No Travel_Rarely 217 Research & Development 8 1 Life Sciences 1

2 Male 94 1 1 Laboratory Technician 1 Married 2451 6881 1 Y No 15 3 1 80 1 4 3 2 4 3 1 1

48 No Travel_Rarely 277 Research & Development 6 3 Life Sciences 1 1022 1 Male 97 2 2 Healthcare Representative 3 Single

2 Y No 13 3 4 80 0 19 0 3 2 2 2 2

48 No Travel_Rarely 1355 Research & Development 4 4 Life Sciences 1

3 Male 78 2 3 Healthcare Representative 3 Single

7 Y No 14 3 2 80 0 27 3 3 15 11 4 8

41 No Travel_Rarely 549 Research & Development 7 2 Medical 1

4 Female 42 3 2 Manufacturing Director 3 Single

6 Y No 14 3 2 80 0 8 6 3 2 2 2 1

39 No Travel_Rarely 466 Research & Development 1 1 Life Sciences 1 1026 4 Female 65 2 4 Manufacturing Director 4 Married

1 Y No 16 3 3 80 1 21 3 3 21 6 11 8

27 No Travel_Rarely 1055 Research & Development 2 4 Life Sciences 1

1 Female 47 3 2 Manufacturing Director 4 Married

0 Y No 18 3 2 80 1 4 2 3 3 2 2 2

35 No Travel_Rarely 802 Research & Development 10 3 Other 1

2 Male 45 3 1 Laboratory Technician 4 Divorced

1 Y No 20 4 1 80 1 3 4 2 3 2 1 2

42 No Travel_Rarely 265 Sales 5 2 Marketing 1

4 Male 90 3 5 Manager 3 Married

6 Y No 13 3 2 80 0 21 3 4 1 0 0 0

50 No Travel_Rarely 804 Research & Development 9 3 Life Sciences 1

1 Male 64 3 1 Laboratory Technician 4 Married 2380

4 Y No 18 3 2 80 0 8 5 3 1 0 0 0

59 No Travel_Rarely 715 Research & Development 2 3 Life Sciences 1 1032 3 Female 69 2 4 Manufacturing Director 4 Single

3 Y Yes 13 3 1 80 0 30 4 3 5 3 4 3

37 Yes Travel_Rarely 1141 Research & Development 11 2 Medical 1 1033 1 Female 61 1 2 Healthcare Representative 2 Married

2

5 Y No 15 3 1 80 0 15 2 1 1 0 0 0

55 No Travel_Frequently 135 Research & Development 18 4 Medical 1 1034 3 Male 62 3 2 Healthcare Representative 2 Married

2

3 Y Yes 14 3 4 80 2 17 3 3 8 7 6 7

41 No Non-Travel 247 Research & Development 7 1 Life Sciences 1

2 Female 55 1 5 Research Director 3 Divorced

4

1 Y No 22 4 2 80 2 21 3 3 21 16 5 10

38 No Travel_Rarely 1035 Sales 3 4 Life Sciences 1

2 Male 42 3 2 Sales Executive 4 Single

8 Y Yes 12 3 3 80 0 19 1 3 1 0 0 0

26 Yes Non-Travel 265 Sales 29 2 Medical 1

2 Male 79 1 2 Sales Executive 1 Single

8 Y No 18 3 4 80 0 7 6 3 2 2 2 2

52 Yes Travel_Rarely 266 Sales 2 1 Marketing 1 1038 1 Female 57 1 5 Manager 4 Married

1 Y No 15 3 4 80 1 33 3 3 32 14 6 9

44 No Travel_Rarely 1448 Sales 28 3 Medical 1

4 Female 53 4 4 Sales Executive 4 Married

1

3 Y Yes 18 3 3 80 1 23 2 3 12 11 11 11

50 No Non-Travel 145 Sales 1 3 Life Sciences 1 1040 4 Female 95 3 2 Sales Executive 3 Married 6347

0 Y No 12 3 1 80 1 19 3 3 18 7 0 13

36 Yes Travel_Rarely 885 Research & Development 16 4 Life Sciences 1

3 Female 43 4 1 Laboratory Technician 1 Single

1 Y No 16 3 3 80 0 18 1 3 17 13 15 14

39 No Travel_Frequently 945 Research & Development 22 3 Medical 1

4 Female 82 3 3 Manufacturing Director 1 Single

0

1 Y Yes 13 3 3 80 0 21 2 3 21 6 2 8

33 No Non-Travel 1038 Sales 8 1 Life Sciences 1

2 Female 88 2 1 Sales Representative 4 Single 2342

0 Y No 19 3 4 80 0 3 2 2 2 2 2 2

45 No Travel_Rarely

Sales 11 2 Life Sciences 1 1045 4 Female 90 3 4 Manager 4 Married

3 Y No 13 3 2 80 1 26 4 4 9 3 1 1

32 No Non-Travel

Research & Development 29 4 Medical 1 1046 4 Female 69 3 1 Laboratory Technician 3 Single

5

9 Y No 12 3 2 80 0 10 2 3 8 7 7 7

34 No Travel_Rarely 216 Sales 1 4 Marketing 1 1047 2 Male 75 4 2 Sales Executive 4 Divorced

0 Y No 11 3 4 80 1 16 2 2 15 1 0 9

59 No Travel_Rarely

Sales 1 2 Technical Degree 1

2 Male 66 3 3 Manager 4 Married

3 Y Yes 14 3 3 80 1 14 1 1 6 4 0 4

45 No Travel_Rarely 788 Human Resources 24 4 Medical 1 1049 2 Male 36 3 1 Human Resources 2 Single 2177

1 Y No 16 3 1 80 0 6 3 3 6 3 0 4

53 No Travel_Frequently 124 Sales 2 3 Marketing 1

3 Female 38 2 3 Sales Executive 2 Married

2 Y No 12 3 1 80 1 30 2 3 15 7 6 12

36 Yes Travel_Rarely 660 Research & Development 15 3 Other 1 1052 1 Male 81 3 2 Laboratory Technician 3 Divorced

7 Y No 14 3 2 80 1 9 3 2 1 0 0 0

26 Yes Travel_Frequently 342 Research & Development 2 3 Life Sciences 1 1053 1 Male 57 3 1 Research Scientist 1 Married 2042

6 Y Yes 14 3 2 80 1 6 2 3 3 2 1 2

34 No Travel_Rarely 1333 Sales 10 4 Life Sciences 1 1055 3 Female 87 3 1 Sales Representative 3 Married

1 Y Yes 19 3 4 80 1 1 2 3 1 1 0 0

28 No Travel_Rarely 1144 Sales 10 1 Medical 1

4 Male 74 3 1 Sales Representative 2 Married 1052

4

1 Y No 22 4 2 80 0 1 5 3 1 0 0 0

38 No Travel_Frequently 1186 Research & Development 3 4 Other 1 1060 3 Male 44 3 1 Research Scientist 3 Married

3 Y No 16 3 1 80 1 8 2 3 2 2 2 2

50 No Travel_Rarely

Research & Development 2 4 Medical 1

2 Male 62 3 5 Research Director 3 Married

2 Y Yes 11 3 4 80 1 29 2 2 8 1 7 7

37 No Travel_Rarely 124 Research & Development 3 3 Other 1 1062 4 Female 35 3 2 Healthcare Representative 2 Single

8

3 Y No 15 3 1 80 0 8 3 2 4 3 0 1

40 No Travel_Rarely 300 Sales 26 3 Marketing 1 1066 3 Male 74 3 2 Sales Executive 1 Married

1 Y No 14 3 2 80 1 8 3 2 7 7 7 5

26 No Travel_Frequently 921 Research & Development 1 1 Medical 1 1068 1 Female 66 2 1 Research Scientist 3 Divorced

1 Y No 13 3 3 80 2 5 5 3 5 3 1 3

46 No Travel_Rarely 430 Research & Development 1 4 Medical 1 1069 4 Male 40 3 5 Research Director 4 Divorced 19627

9 Y No 17 3 4 80 2 23 0 3 2 2 2 2

54 No Travel_Rarely 1082 Sales 2 4 Life Sciences 1 1070 3 Female 41 2 3 Sales Executive 3 Married

8392 6 Y No 11 3 2 80 1 13 4 3 9 4 7 0

56 No Travel_Frequently 1240 Research & Development 9 3 Medical 1

1 Female 63 3 1 Research Scientist 3 Married

4

2 Y No 19 3 2 80 1 18 4 3 5 4 0 3

36 No Travel_Rarely 796 Research & Development 12 5 Medical 1 1073 4 Female 51 2 3 Manufacturing Director 4 Single

0 Y No 11 3 2 80 0 15 2 2 14 8 7 8

55 No Non-Travel 444 Research & Development 2 1 Medical 1

3 Male 40 2 4 Manager 1 Single

7 Y No 15 3 2 80 0 31 3 4 9 7 6 2

43 No Travel_Rarely 415 Sales 25 3 Medical 1 1076 3 Male 79 2 3 Sales Executive 4 Divorced

8

5 Y No 13 3 3 80 1 18 5 3 1 0 0 0

20 Yes Travel_Frequently 769 Sales 9 3 Marketing 1 1077 4 Female 54 3 1 Sales Representative 4 Single 2323

5

1 Y Yes 14 3 2 80 0 2 3 3 2 2 0 2

21 Yes Travel_Rarely 1334 Research & Development 10 3 Life Sciences 1 1079 3 Female 36 2 1 Laboratory Technician 1 Single 1416

8

1 Y No 13 3 1 80 0 1 6 2 1 0 1 0

46 No Travel_Rarely 1003 Research & Development 8 4 Life Sciences 1

4 Female 74 2 2 Research Scientist 1 Divorced

8 Y Yes 23 4 1 80 3 19 2 3 16 13 1 7

51 Yes Travel_Rarely 1323 Research & Development 4 4 Life Sciences 1

1 Male 34 3 1 Research Scientist 3 Married 2461

9 Y Yes 12 3 3 80 3 18 2 4 10 0 2 7

28 Yes Non-Travel

Research & Development 24 2 Technical Degree 1 1082 2 Male 72 2 3 Healthcare Representative 1 Single

5

1 Y No 12 3 1 80 0 10 2 2 10 7 1 9

26 No Travel_Rarely 192 Research & Development 1 2 Medical 1

1 Male 59 2 1 Laboratory Technician 1 Married

1 Y No 16 3 1 80 2 6 2 3 5 3 1 3

30 No Travel_Rarely 1176 Research & Development 20 3 Other 1 1084 3 Male 85 3 2 Manufacturing Director 1 Married

0 Y No 15 3 3 80 1 7 1 2 6 2 0 2

41 No Travel_Rarely 509 Research & Development 7 2 Technical Degree 1 1085 2 Female 43 4 1 Research Scientist 3 Married

1 Y No 13 3 3 80 0 10 3 3 10 6 0 8

38 No Travel_Rarely 330 Research & Development 17 1 Life Sciences 1 1088 3 Female 65 2 3 Healthcare Representative 3 Married

0 Y No 18 3 1 80 1 20 4 2 19 9 1 9

40 No Travel_Rarely 1492 Research & Development 20 4 Technical Degree 1 1092 1 Male 61 3 3 Healthcare Representative 4 Married 10322

4 Y No 20 4 4 80 1 14 6 3 11 10 11 1

27 No Non-Travel 1277 Research & Development 8 5 Life Sciences 1 1094 1 Male 87 1 1 Laboratory Technician 3 Married

1 Y No 19 3 4 80 3 3 4 3 3 2 1 2

55 No Travel_Frequently 1091 Research & Development 2 1 Life Sciences 1 1096 4 Male 65 3 3 Manufacturing Director 2 Married

3 Y No 18 3 2 80 1 23 4 3 3 2 1 2

28 No Travel_Rarely 857 Research & Development 10 3 Other 1 1097 3 Female 59 3 2 Research Scientist 3 Single

3 Y No 13 3 4 80 0 10 4 4 8 7 1 7

44 Yes Travel_Rarely 1376 Human Resources 1 2 Medical 1

2 Male 91 2 3 Human Resources 1 Married

2326 9 Y No 14 3 4 80 1 24 1 3 20 6 3 6

33 No Travel_Rarely 654 Research & Development 5 3 Life Sciences 1 1099 4 Male 34 2 3 Healthcare Representative 4 Divorced

4 Y No 15 3 3 80 1 9 2 3 3 2 1 2

35 Yes Travel_Rarely

Sales 4 3 Technical Degree 1 1100 4 Male 86 3 3 Sales Executive 1 Single

0 Y Yes 22 4 1 80 0 9 2 3 8 7 4 7

33 Yes Travel_Frequently 827 Research & Development 29 4 Medical 1

1 Female 54 2 2 Research Scientist 3 Single

1 Y No 22 4 2 80 0 14 4 3 13 7 3 8

28 No Travel_Rarely 895 Research & Development 15 2 Life Sciences 1 1102 1 Male 50 3 1 Laboratory Technician 3 Divorced

1 Y No 16 3 4 80 1 4 5 2 4 2 2 2

34 No Travel_Frequently 618 Research & Development 3 1 Life Sciences 1 1103 1 Male 45 3 2 Healthcare Representative 4 Single

6

0 Y No 17 3 3 80 0 7 1 2 6 2 0 4

37 No Travel_Rarely 309 Sales 10 4 Life Sciences 1 1105 4 Female 88 2 2 Sales Executive 4 Divorced

2 Y Yes 14 3 3 80 3 8 5 3 1 0 0 0

25 Yes Travel_Rarely 1219 Research & Development 4 1 Technical Degree 1

4 Male 32 3 1 Laboratory Technician 4 Married

1 Y Yes 15 3 2 80 1 7 3 4 7 7 5 6

26 Yes Travel_Rarely 1330 Research & Development 21 3 Medical 1 1107 1 Male 37 3 1 Laboratory Technician 3 Divorced 2377 19373 1 Y No 20 4 3 80 1 1 0 2 1 1 0 0
33 Yes Travel_Rarely 1017 Research & Development 25 3 Medical 1

1 Male 55 2 1 Research Scientist 2 Single

4 Y Yes 20 4 2 80 0 5 0 3 2 2 2 2

42 No Travel_Rarely 469 Research & Development 2 2 Medical 1 1109 4 Male 35 3 4 Manager 1 Married

5

0 Y No 17 3 4 80 1 23 3 3 22 6 13 7

28 Yes Travel_Frequently 1009 Research & Development 1 3 Medical 1 1111 1 Male 45 2 1 Laboratory Technician 2 Divorced

1 Y No 15 3 1 80 2 1 2 3 1 0 0 0

50 Yes Travel_Frequently 959 Sales 1 4 Other 1 1113 4 Male 81 3 2 Sales Executive 3 Single

3 Y Yes 14 3 4 80 0 5 4 3 0 0 0 0

33 No Travel_Frequently 970 Sales 7 3 Life Sciences 1 1114 4 Female 30 3 2 Sales Executive 2 Married

1

0 Y No 17 3 3 80 1 4 3 3 3 2 0 2

34 No Non-Travel 697 Research & Development 3 4 Life Sciences 1 1115 3 Male 40 2 1 Research Scientist 4 Married

3 Y No 17 3 4 80 3 6 2 3 0 0 0 0

48 No Non-Travel

Research & Development 1 4 Medical 1 1116 1 Male 35 4 4 Manager 4 Single

4

2 Y No 22 4 3 80 0 27 3 2 5 4 2 1

45 No Non-Travel 1050 Sales 9 4 Life Sciences 1 1117 2 Female 65 2 2 Sales Executive 3 Married

0

1 Y No 13 3 4 80 1 15 2 3 15 10 4 12

52 No Travel_Rarely 994 Research & Development 7 4 Life Sciences 1

2 Male 87 3 3 Healthcare Representative 2 Single

7 Y No 19 3 4 80 0 18 4 3 8 6 4 0

38 No Travel_Rarely 770 Sales 10 4 Marketing 1

3 Male 73 2 3 Sales Executive 3 Divorced

0 Y Yes 14 3 2 80 2 9 2 3 8 7 2 7

29 No Travel_Rarely 1107 Research & Development 28 4 Life Sciences 1

3 Female 93 3 1 Research Scientist 4 Divorced

4 Y No 22 4 1 80 1 11 1 3 7 5 1 7

28 No Travel_Rarely 950 Research & Development 3 3 Medical 1

4 Female 93 3 3 Manufacturing Director 2 Divorced

0 Y No 17 3 2 80 3 10 3 2 9 7 1 7

46 No Travel_Rarely 406 Sales 3 1 Marketing 1 1124 1 Male 52 3 4 Manager 3 Married

5

3 Y No 12 3 4 80 1 23 3 3 12 9 4 9

38 No Travel_Rarely 130 Sales 2 2 Marketing 1 1125 4 Male 32 3 3 Sales Executive 2 Single

7 Y No 16 3 3 80 0 10 2 3 1 0 0 0

43 No Travel_Frequently 1082 Research & Development 27 3 Life Sciences 1 1126 3 Female 83 3 3 Manufacturing Director 1 Married

8 Y No 11 3 3 80 1 18 1 3 8 7 0 1

39 Yes Travel_Frequently 203 Research & Development 2 3 Life Sciences 1 1127 1 Male 84 3 4 Healthcare Representative 4 Divorced

7 Y No 11 3 4 80 3 21 4 3 18 7 11 5

40 No Travel_Rarely

Research & Development 14 3 Medical 1

3 Male 44 2 5 Research Director 3 Single

4

1 Y No 14 3 1 80 0 21 2 4 20 7 4 9

21 No Travel_Rarely 984 Research & Development 1 1 Technical Degree 1 1131 4 Female 70 2 1 Research Scientist 2 Single 2070

1 Y Yes 11 3 3 80 0 2 6 4 2 2 2 2

39 No Non-Travel 439 Research & Development 9 3 Life Sciences 1 1132 3 Male 70 3 2 Laboratory Technician 2 Single

9 Y No 15 3 3 80 0 9 2 2 5 4 0 3

36 No Non-Travel 217 Research & Development 18 4 Life Sciences 1

1 Male 78 3 2 Manufacturing Director 4 Single

2 Y No 20 4 1 80 0 18 0 3 11 9 0 9

31 No Travel_Frequently 793 Sales 20 3 Life Sciences 1 1135 3 Male 67 4 1 Sales Representative 4 Married

0 Y No 12 3 1 80 1 3 4 3 2 2 2 2

28 No Travel_Rarely

Research & Development 2 1 Life Sciences 1 1136 1 Male 67 2 1 Research Scientist 2 Married

0 Y No 17 3 1 80 0 6 2 1 5 3 0 4

35 No Travel_Frequently 1182 Sales 11 2 Marketing 1 1137 4 Male 54 3 2 Sales Executive 4 Divorced

1 Y No 11 3 4 80 1 5 3 3 5 2 0 2

49 No Travel_Rarely 174 Sales 8 4 Technical Degree 1

4 Male 56 2 4 Sales Executive 2 Married

6 Y No 17 3 2 80 1 22 3 3 9 8 2 3

34 No Travel_Frequently 1003 Research & Development 2 2 Life Sciences 1

4 Male 95 3 2 Manufacturing Director 3 Single

4

2 Y No 11 3 4 80 0 5 3 2 3 2 0 2

29 No Travel_Frequently 490 Research & Development 10 3 Life Sciences 1

4 Female 61 3 1 Research Scientist 2 Divorced

0

0 Y No 14 3 4 80 2 8 2 2 7 5 1 1

42 No Travel_Rarely 188 Research & Development 29 3 Medical 1

2 Male 56 1 2 Laboratory Technician 4 Single

9558 4 Y No 19 3 1 80 0 16 3 3 1 0 0 0

29 No Travel_Rarely 718 Research & Development 8 1 Medical 1 1150 2 Male 79 2 2 Manufacturing Director 4 Married

9

1 Y Yes 15 3 3 80 1 10 2 2 10 7 1 2

38 No Travel_Rarely 433 Human Resources 1 3 Human Resources 1

3 Male 37 4 1 Human Resources 3 Married

1 Y No 13 3 4 80 1 7 2 4 7 6 5 0

28 No Travel_Frequently 773 Research & Development 6 3 Life Sciences 1

3 Male 39 2 1 Research Scientist 3 Divorced

1 Y Yes 14 3 4 80 1 3 2 3 3 1 0 2

18 Yes Non-Travel 247 Research & Development 8 1 Medical 1 1156 3 Male 80 3 1 Laboratory Technician 3 Single 1904

1 Y No 12 3 4 80 0 0 0 3 0 0 0 0

33 Yes Travel_Rarely 603 Sales 9 4 Marketing 1 1157 1 Female 77 3 2 Sales Executive 1 Single

0 Y Yes 17 3 1 80 0 6 3 3 5 2 0 3

41 No Travel_Rarely 167 Research & Development 12 4 Life Sciences 1 1158 2 Male 46 3 1 Laboratory Technician 4 Married

3 Y Yes 11 3 1 80 1 6 4 3 1 0 0 0

31 Yes Travel_Frequently 874 Research & Development 15 3 Medical 1

3 Male 72 3 1 Laboratory Technician 3 Married 2610

1 Y No 12 3 3 80 1 2 5 2 2 2 2 2

37 No Travel_Rarely 367 Research & Development 25 2 Medical 1

3 Female 52 2 2 Healthcare Representative 4 Divorced

7 Y No 13 3 3 80 2 9 2 3 6 2 1 3

27 No Travel_Rarely 199 Research & Development 6 3 Life Sciences 1 1162 4 Male 55 2 1 Research Scientist 3 Married 2539

1 Y No 13 3 3 80 1 4 0 3 4 2 2 2

34 No Travel_Rarely 1400 Sales 9 1 Life Sciences 1

2 Female 70 3 2 Sales Executive 3 Married

1 Y No 20 4 1 80 0 6 3 2 6 5 1 3

35 No Travel_Rarely 528 Human Resources 8 4 Technical Degree 1

3 Male 100 3 1 Human Resources 3 Single

1 Y No 17 3 2 80 0 6 2 1 5 4 1 4

29 Yes Travel_Rarely 408 Sales 23 1 Life Sciences 1 1165 4 Female 45 2 3 Sales Executive 1 Married

1 Y No 13 3 1 80 1 11 3 1 11 8 3 10

40 No Travel_Frequently 593 Research & Development 9 4 Medical 1

2 Female 88 3 3 Research Director 3 Single

2

9 Y No 17 3 3 80 0 20 3 2 18 7 2 13

42 Yes Travel_Frequently 481 Sales 12 3 Life Sciences 1

3 Male 44 3 4 Sales Executive 1 Single

8

0 Y Yes 12 3 2 80 0 22 2 2 21 9 13 14

42 No Travel_Rarely 647 Sales 4 4 Marketing 1 1171 2 Male 45 3 2 Sales Executive 1 Single

2253 7 Y No 13 3 4 80 0 9 3 4 6 4 1 5

35 No Travel_Rarely 982 Research & Development 1 4 Medical 1

4 Male 58 2 1 Laboratory Technician 3 Married 2258

6 Y No 12 3 2 80 1 10 2 3 8 0 1 7

24 No Travel_Rarely 477 Research & Development 24 3 Medical 1 1173 4 Male 49 3 1 Laboratory Technician 2 Single

9

8 Y No 22 4 4 80 0 6 2 3 4 3 1 2

28 Yes Travel_Rarely 1485 Research & Development 12 1 Life Sciences 1 1175 3 Female 79 3 1 Laboratory Technician 4 Married 2515

1 Y Yes 11 3 4 80 0 1 4 2 1 1 0 0

26 No Travel_Rarely 1384 Research & Development 3 4 Medical 1

1 Male 82 4 1 Laboratory Technician 4 Married

1

1 Y No 22 4 2 80 1 8 2 3 8 7 0 7

30 No Travel_Rarely 852 Sales 10 3 Marketing 1 1179 3 Male 72 2 2 Sales Executive 3 Married

1 Y No 18 3 1 80 1 10 3 3 10 3 1 4

40 No Travel_Frequently 902 Research & Development 26 2 Medical 1 1180 3 Female 92 2 2 Research Scientist 4 Married

3 Y Yes 13 3 4 80 1 16 3 1 1 1 0 0

35 No Travel_Rarely 819 Research & Development 2 3 Life Sciences 1 1182 3 Male 44 2 3 Manufacturing Director 2 Divorced

2 Y No 18 3 2 80 1 15 2 4 7 7 6 4

34 No Travel_Frequently 669 Research & Development 1 3 Medical 1 1184 4 Male 97 2 2 Healthcare Representative 1 Single

0 Y No 20 4 3 80 0 14 3 3 13 9 4 9

35 No Travel_Frequently 636 Research & Development 4 4 Other 1

4 Male 47 2 1 Laboratory Technician 4 Married

1 Y No 13 3 2 80 1 2 2 4 2 2 2 2

43 Yes Travel_Rarely 1372 Sales 9 3 Marketing 1 1188 1 Female 85 1 2 Sales Executive 3 Single 5346

8 Y No 13 3 2 80 0 7 2 2 4 3 1 3

32 No Non-Travel 862 Sales 2 1 Life Sciences 1

3 Female 76 3 1 Sales Representative 1 Divorced

7

1 Y No 12 3 3 80 3 1 3 3 1 0 0 0

56 No Travel_Rarely 718 Research & Development 4 4 Technical Degree 1

4 Female 92 3 5 Manager 1 Divorced

3

5

4 Y No 13 3 4 80 1 28 2 3 5 2 4 2

29 No Travel_Rarely 1401 Research & Development 6 1 Medical 1 1192 2 Female 54 3 1 Laboratory Technician 4 Married

1 Y No 13 3 1 80 1 10 5 3 10 8 0 8

19 No Travel_Rarely 645 Research & Development 9 2 Life Sciences 1 1193 3 Male 54 3 1 Research Scientist 1 Single 2552

1 Y No 25 4 3 80 0 1 4 3 1 1 0 0

45 No Travel_Rarely

Research & Development 7 3 Medical 1 1195 1 Female 83 3 1 Research Scientist 3 Married

0

4 Y Yes 19 3 3 80 1 7 2 2 3 2 0 2

37 No Travel_Rarely 977 Research & Development 1 3 Life Sciences 1

4 Female 56 2 2 Manufacturing Director 4 Married

1 Y No 13 3 2 80 1 14 2 2 14 8 3 11

20 No Travel_Rarely 805 Research & Development 3 3 Life Sciences 1 1198 1 Male 87 2 1 Laboratory Technician 3 Single

8

1 Y No 12 3 1 80 0 2 2 2 2 2 1 2

44 Yes Travel_Rarely 1097 Research & Development 10 4 Life Sciences 1 1200 3 Male 96 3 1 Research Scientist 3 Single

1 Y Yes 11 3 3 80 0 6 4 3 6 4 0 2

53 No Travel_Rarely

Research & Development 7 2 Medical 1

4 Female 50 3 5 Manager 3 Divorced

0

3 Y No 18 3 2 80 1 26 6 3 7 7 4 7

29 No Travel_Rarely 942 Research & Development 15 1 Life Sciences 1

2 Female 69 1 1 Research Scientist 4 Married

0 Y Yes 18 3 1 80 1 6 2 2 5 4 1 3

22 Yes Travel_Frequently 1256 Research & Development 3 4 Life Sciences 1 1203 3 Male 48 2 1 Research Scientist 4 Married 2853 4223 0 Y Yes 11 3 2 80 1 1 5 3 0 0 0 0
46 No Travel_Rarely

Sales 2 3 Marketing 1 1204 3 Female 69 3 4 Manager 1 Married

8

8 Y No 23 4 1 80 0 28 2 3 26 15 15 9

44 No Non-Travel 111 Research & Development 17 3 Life Sciences 1 1206 4 Male 74 1 1 Research Scientist 3 Single 2290

2 Y No 13 3 4 80 0 6 3 3 0 0 0 0

33 No Travel_Rarely 147 Human Resources 2 3 Human Resources 1 1207 2 Male 99 3 1 Human Resources 3 Married

1 Y No 13 3 4 80 1 5 2 3 5 4 1 4

41 Yes Non-Travel 906 Research & Development 5 2 Life Sciences 1 1210 1 Male 95 2 1 Research Scientist 1 Divorced 2107

3

6 Y No 17 3 1 80 1 5 2 1 1 0 0 0

30 No Travel_Rarely

Sales 29 4 Life Sciences 1

3 Male 61 3 2 Sales Executive 1 Divorced

8 Y No 19 3 3 80 3 8 3 3 4 3 0 3

40 No Travel_Frequently 1184 Sales 2 4 Medical 1 1212 2 Male 62 3 2 Sales Executive 2 Married

5 Y No 12 3 4 80 3 5 2 3 0 0 0 0

50 No Travel_Frequently

Research & Development 2 3 Medical 1 1215 4 Female 30 3 4 Manager 1 Married

2 Y No 22 4 3 80 1 32 3 3 2 2 2 2

28 No Travel_Rarely 1179 Research & Development 19 4 Medical 1 1216 4 Male 78 2 1 Laboratory Technician 1 Married

9

1 Y No 12 3 3 80 3 6 2 3 6 5 3 3

46 No Travel_Rarely 1450 Research & Development 15 2 Life Sciences 1

4 Male 52 3 5 Research Director 2 Married

1

5 Y No 11 3 1 80 1 25 2 3 4 2 0 3

35 No Travel_Rarely 1361 Sales 17 4 Life Sciences 1 1218 3 Male 94 3 2 Sales Executive 1 Married

3 Y Yes 15 3 4 80 3 15 2 3 7 7 1 7

24 Yes Travel_Rarely 984 Research & Development 17 2 Life Sciences 1 1219 4 Female 97 3 1 Laboratory Technician 2 Married 2210

1 Y No 13 3 1 80 1 1 3 1 1 0 0 0

33 No Travel_Frequently 1146 Sales 25 3 Medical 1 1220 2 Female 82 3 2 Sales Executive 3 Married

1 Y No 12 3 1 80 1 10 3 2 10 7 0 1

36 No Travel_Rarely 917 Research & Development 6 4 Life Sciences 1

3 Male 60 1 1 Laboratory Technician 3 Divorced 2741

1 Y No 14 3 3 80 1 7 4 3 7 7 1 7

30 No Travel_Rarely 853 Research & Development 7 4 Life Sciences 1 1224 3 Male 49 3 2 Laboratory Technician 3 Divorced

1 Y No 13 3 1 80 3 10 4 2 10 7 8 9

44 No Travel_Rarely 200 Research & Development 29 4 Other 1 1225 4 Male 32 3 2 Research Scientist 4 Single

1 Y No 25 4 2 80 0 20 3 3 20 11 13 17

20 No Travel_Rarely 654 Sales 21 3 Marketing 1

3 Male 43 4 1 Sales Representative 4 Single

1 Y No 17 3 4 80 0 2 2 3 2 1 2 2

46 No Travel_Rarely 150 Research & Development 2 4 Technical Degree 1 1228 4 Male 60 3 2 Manufacturing Director 4 Divorced

2 Y No 11 3 3 80 1 12 3 2 6 3 1 4

42 No Non-Travel 179 Human Resources 2 5 Medical 1 1231 4 Male 79 4 2 Human Resources 1 Married 6272

8

7 Y No 16 3 1 80 1 10 3 4 4 3 0 3

60 No Travel_Rarely 696 Sales 7 4 Marketing 1

2 Male 52 4 2 Sales Executive 4 Divorced

0 Y Yes 18 3 2 80 1 12 3 3 11 7 1 9

32 No Travel_Frequently 116 Research & Development 13 3 Other 1 1234 3 Female 77 2 1 Laboratory Technician 2 Married 2743

1 Y No 20 4 3 80 1 2 2 3 2 2 2 2

32 No Travel_Frequently

Research & Development 2 2 Life Sciences 1 1235 4 Female 38 3 2 Research Scientist 3 Single

2338 4 Y Yes 14 3 4 80 0 10 2 3 8 7 0 7

36 No Travel_Rarely 363 Research & Development 1 3 Technical Degree 1

3 Female 77 1 3 Manufacturing Director 1 Divorced

2 Y Yes 21 4 3 80 1 17 2 3 7 7 7 7

33 No Travel_Rarely 117 Research & Development 9 3 Medical 1 1238 1 Male 60 3 1 Research Scientist 4 Married

0 Y No 13 3 2 80 1 15 5 3 14 10 4 10

40 No Travel_Rarely 107 Sales 10 3 Technical Degree 1 1239 2 Female 84 2 2 Sales Executive 2 Divorced

7 Y No 12 3 2 80 1 7 2 4 5 1 1 3

25 No Travel_Rarely 1356 Sales 10 4 Life Sciences 1 1240 3 Male 57 3 2 Sales Executive 4 Single

3

0 Y No 14 3 2 80 0 5 4 3 4 3 1 1

30 No Travel_Rarely

Research & Development 1 3 Medical 1

4 Male 63 3 1 Research Scientist 2 Married

0 Y Yes 21 4 1 80 1 12 2 3 11 9 5 7

42 No Travel_Frequently 458 Research & Development 26 5 Medical 1 1242 1 Female 60 3 3 Research Director 1 Married

3 Y Yes 17 3 3 80 0 20 6 3 1 0 0 0

35 No Non-Travel 1212 Sales 8 2 Marketing 1 1243 3 Female 78 2 3 Sales Executive 4 Married

4 Y Yes 11 3 2 80 1 16 6 2 13 2 4 12

27 No Travel_Rarely 1103 Research & Development 14 3 Life Sciences 1 1244 1 Male 42 3 1 Research Scientist 1 Married

1 Y Yes 14 3 4 80 2 9 3 2 9 7 6 8

54 No Travel_Frequently 966 Research & Development 1 4 Life Sciences 1 1245 4 Female 53 3 3 Manufacturing Director 3 Divorced

7 Y No 17 3 1 80 1 33 2 1 5 4 1 4

44 No Travel_Rarely 1117 Research & Development 2 1 Life Sciences 1 1246 1 Female 72 4 1 Research Scientist 4 Married

2

1 Y No 13 3 4 80 1 10 5 3 10 5 7 7

19 Yes Non-Travel 504 Research & Development 10 3 Medical 1

1 Female 96 2 1 Research Scientist 2 Single 1859

1 Y Yes 25 4 2 80 0 1 2 4 1 1 0 0

29 No Travel_Rarely 1010 Research & Development 1 3 Life Sciences 1 1249 1 Female 97 3 1 Research Scientist 4 Divorced

1 Y No 15 3 1 80 3 3 5 3 3 2 1 2

54 No Travel_Rarely 685 Research & Development 3 3 Life Sciences 1 1250 4 Male 85 3 4 Research Director 4 Married

3 Y No 14 3 1 80 0 36 2 3 10 9 0 9

31 No Travel_Rarely 1332 Research & Development 11 2 Medical 1

3 Male 80 3 2 Healthcare Representative 1 Married

9

1 Y Yes 12 3 4 80 0 6 2 2 6 5 0 1

31 No Travel_Rarely 1062 Research & Development 24 3 Medical 1 1252 3 Female 96 2 2 Healthcare Representative 1 Single 6812

8

1 Y No 19 3 2 80 0 10 2 3 10 9 1 8

59 No Travel_Rarely 326 Sales 3 3 Life Sciences 1

3 Female 48 2 2 Sales Executive 4 Single

0

5 Y No 17 3 4 80 0 13 2 3 6 1 0 5

43 No Travel_Rarely 920 Research & Development 3 3 Life Sciences 1

3 Male 96 1 5 Research Director 4 Married

0

5

3 Y No 14 3 2 80 1 25 2 3 8 7 0 7

49 No Travel_Rarely 1098 Research & Development 4 2 Medical 1 1256 1 Male 85 2 5 Manager 3 Married

1

2 Y No 13 3 3 80 1 23 2 4 1 0 0 0

36 No Travel_Frequently 469 Research & Development 3 3 Technical Degree 1

3 Male 46 3 1 Research Scientist 2 Married

1 Y No 12 3 3 80 0 12 2 2 11 10 0 7

48 No Travel_Rarely 969 Research & Development 2 2 Technical Degree 1 1258 4 Male 76 4 1 Laboratory Technician 2 Single 2559

5 Y No 11 3 3 80 0 7 4 2 1 0 0 0

27 No Travel_Rarely 1167 Research & Development 4 2 Life Sciences 1

1 Male 76 3 1 Research Scientist 3 Divorced

1 Y No 11 3 2 80 3 5 2 3 5 3 0 3

29 No Travel_Rarely 1329 Research & Development 7 3 Life Sciences 1

3 Male 82 3 2 Healthcare Representative 4 Divorced

1 Y Yes 11 3 2 80 2 6 2 3 6 0 1 0

48 No Travel_Rarely 715 Research & Development 1 3 Life Sciences 1

4 Male 76 2 5 Research Director 4 Single

6 Y No 12 3 3 80 0 25 3 4 1 0 0 0

29 No Travel_Rarely 694 Research & Development 1 3 Life Sciences 1

4 Female 87 2 4 Research Director 4 Divorced

4

3 Y No 14 3 2 80 2 9 2 2 7 7 1 7

34 No Travel_Rarely

Research & Development 20 3 Technical Degree 1 1265 3 Female 89 4 1 Research Scientist 3 Married

0 Y No 17 3 4 80 0 2 5 2 1 0 0 0

44 No Travel_Rarely 1099 Sales 5 3 Marketing 1

2 Male 88 3 5 Manager 2 Married

7 Y No 11 3 3 80 1 26 5 3 22 9 3 10

33 No Travel_Rarely 536 Sales 10 5 Marketing 1 1268 4 Male 82 4 3 Sales Executive 3 Divorced

0 Y Yes 14 3 4 80 2 10 3 3 9 8 0 8

19 No Travel_Rarely 265 Research & Development 25 3 Life Sciences 1 1269 2 Female 57 4 1 Research Scientist 4 Single

1 Y Yes 12 3 4 80 0 1 2 3 1 0 0 1

23 No Travel_Rarely 373 Research & Development 1 2 Life Sciences 1

4 Male 47 3 1 Research Scientist 3 Married 1223

1 Y No 22 4 4 80 1 1 2 3 1 0 0 1

25 Yes Travel_Frequently 599 Sales 24 1 Life Sciences 1

3 Male 73 1 1 Sales Representative 4 Single 1118

1 Y Yes 14 3 4 80 0 1 4 3 1 0 1 0

26 No Travel_Rarely 583 Research & Development 4 2 Life Sciences 1 1275 3 Male 53 3 1 Research Scientist 4 Single

9973 1 Y Yes 20 4 2 80 0 8 2 2 8 5 2 2

45 Yes Travel_Rarely

Sales 2 3 Marketing 1 1277 1 Female 94 1 5 Manager 2 Single

4

2 Y Yes 16 3 1 80 0 26 2 3 24 10 1 11

55 No Non-Travel 177 Research & Development 8 1 Medical 1 1278 4 Male 37 2 4 Healthcare Representative 2 Divorced

1 Y Yes 15 3 4 80 1 34 3 3 33 9 15 0

21 Yes Travel_Frequently 251 Research & Development 10 2 Life Sciences 1

1 Female 45 2 1 Laboratory Technician 3 Single

1 Y No 20 4 3 80 0 2 2 1 2 2 2 2

46 No Travel_Rarely 168 Sales 4 2 Marketing 1 1280 4 Female 33 2 5 Manager 2 Married

2 Y No 14 3 3 80 1 26 2 3 11 4 0 8

34 No Travel_Rarely 131 Sales 2 3 Marketing 1 1281 3 Female 86 3 2 Sales Executive 1 Single

0 Y Yes 12 3 4 80 0 4 3 3 3 2 0 2

51 No Travel_Frequently 237 Sales 9 3 Life Sciences 1 1282 4 Male 83 3 5 Manager 2 Divorced

4 Y Yes 24 4 1 80 1 31 5 2 29 10 11 10

59 No Travel_Rarely 1429 Research & Development 18 4 Medical 1 1283 4 Male 67 3 3 Manufacturing Director 4 Single

2

6 Y No 12 3 4 80 0 25 6 2 9 7 5 4

34 No Travel_Frequently 135 Research & Development 19 3 Medical 1 1285 3 Female 46 3 2 Laboratory Technician 2 Divorced 4444

4 Y No 13 3 3 80 2 15 2 4 11 8 5 10

28 No Travel_Frequently 791 Research & Development 1 4 Medical 1

4 Male 44 3 1 Laboratory Technician 3 Single

0 Y Yes 11 3 3 80 0 5 2 2 4 2 0 2

44 No Travel_Rarely 1199 Research & Development 4 2 Life Sciences 1

3 Male 92 4 5 Manager 1 Divorced

7

1 Y No 14 3 4 80 2 26 4 2 25 9 14 13

34 No Travel_Frequently 648 Human Resources 11 3 Life Sciences 1

3 Male 56 2 2 Human Resources 2 Married

4 Y No 11 3 4 80 2 14 5 4 10 9 1 8

35 No Travel_Rarely 735 Research & Development 6 1 Life Sciences 1 1291 3 Male 66 3 1 Research Scientist 3 Married

0 Y Yes 14 3 4 80 0 4 3 3 3 2 2 2

42 No Travel_Rarely 603 Research & Development 7 4 Medical 1

2 Female 78 4 2 Research Scientist 2 Married 2372

6 Y Yes 16 3 4 80 0 18 2 3 1 0 0 0

43 No Travel_Rarely 531 Sales 4 4 Marketing 1 1293 4 Female 56 2 3 Sales Executive 4 Single

1

20364 3 Y No 14 3 4 80 0 23 3 4 21 7 15 17

36 No Travel_Rarely 429 Research & Development 2 4 Life Sciences 1

3 Female 53 3 2 Manufacturing Director 2 Single

2323 9 Y Yes 11 3 4 80 0 18 2 3 16 14 5 12

44 Yes Travel_Rarely 621 Research & Development 15 3 Medical 1

1 Female 73 3 3 Healthcare Representative 4 Married

5

1 Y No 11 3 4 80 1 10 2 3 10 7 0 5

28 No Travel_Frequently 193 Research & Development 2 3 Life Sciences 1 1296 4 Male 52 2 1 Laboratory Technician 4 Married

1 Y Yes 12 3 2 80 1 2 2 3 2 2 2 2

51 No Travel_Frequently 968 Research & Development 6 2 Medical 1

2 Female 40 2 1 Laboratory Technician 3 Single

0 Y No 14 3 2 80 0 8 6 2 7 0 7 7

30 No Non-Travel 879 Research & Development 9 2 Medical 1 1298 3 Female 72 3 2 Manufacturing Director 3 Single

7 Y Yes 18 3 3 80 0 10 3 3 8 4 1 7

29 Yes Travel_Rarely 806 Research & Development 7 3 Technical Degree 1 1299 2 Female 39 3 1 Laboratory Technician 3 Divorced 3339

5

3 Y Yes 13 3 1 80 2 10 2 3 7 7 7 7

28 No Travel_Rarely 640 Research & Development 1 3 Technical Degree 1

4 Male 84 3 1 Research Scientist 1 Single

2 Y No 11 3 2 80 0 5 2 2 3 2 1 2

25 No Travel_Rarely 266 Research & Development 1 3 Medical 1 1303 4 Female 40 3 1 Research Scientist 2 Single 2096

0

1 Y No 18 3 4 80 0 2 3 2 2 2 2 1

32 No Travel_Rarely 604 Sales 8 3 Medical 1

3 Male 56 4 2 Sales Executive 4 Married

1 Y No 15 3 3 80 2 10 4 4 10 7 0 8

45 No Travel_Frequently 364 Research & Development 25 3 Medical 1 1306 2 Female 83 3 5 Manager 2 Single

3 Y No 22 4 3 80 0 22 4 3 0 0 0 0

39 No Travel_Rarely 412 Research & Development 13 4 Medical 1

3 Female 94 2 4 Manager 2 Divorced

3

4

6 Y Yes 13 3 4 80 2 21 4 3 19 9 15 2

58 No Travel_Rarely 848 Research & Development 23 4 Life Sciences 1 1308 1 Male 88 3 1 Research Scientist 3 Divorced 2372

1 Y No 12 3 4 80 2 2 3 3 2 2 2 2

32 Yes Travel_Rarely 1089 Research & Development 7 2 Life Sciences 1 1309 4 Male 79 3 2 Laboratory Technician 3 Married

1 Y No 18 3 1 80 1 10 3 3 10 4 1 1

39 Yes Travel_Rarely 360 Research & Development 23 3 Medical 1

3 Male 93 3 1 Research Scientist 1 Single

0 Y No 13 3 1 80 0 6 2 3 5 2 0 3

30 No Travel_Rarely 1138 Research & Development 6 3 Technical Degree 1 1311 1 Female 48 2 2 Laboratory Technician 4 Married

0 Y No 12 3 1 80 1 10 6 3 9 2 6 7

36 No Travel_Rarely 325 Research & Development 10 4 Technical Degree 1 1312 4 Female 63 3 3 Healthcare Representative 3 Married

3 Y No 12 3 1 80 0 10 0 3 7 7 1 7

46 No Travel_Rarely 991 Human Resources 1 2 Life Sciences 1

4 Female 44 3 1 Human Resources 1 Single 3423

6 Y No 12 3 3 80 0 10 3 4 7 6 5 7

28 No Non-Travel

Research & Development 1 3 Life Sciences 1 1315 3 Female 55 1 2 Laboratory Technician 4 Married

0 Y No 11 3 1 80 3 10 6 3 9 8 7 5

50 No Travel_Rarely

Research & Development 28 3 Life Sciences 1

4 Female 43 3 4 Research Director 1 Married

4 Y Yes 11 3 2 80 0 25 2 3 3 2 1 2

40 Yes Travel_Rarely 299 Sales 25 4 Marketing 1 1318 4 Male 57 2 3 Sales Executive 2 Single

2 Y Yes 12 3 3 80 0 9 2 3 5 4 1 0

52 Yes Travel_Rarely 1030 Sales 5 3 Life Sciences 1 1319 2 Male 64 3 3 Sales Executive 2 Single

9 Y Yes 19 3 3 80 0 10 2 2 8 7 7 7

30 No Travel_Rarely 634 Research & Development 17 4 Medical 1 1321 2 Female 95 3 3 Manager 1 Married

7

1 Y Yes 23 4 4 80 2 9 2 3 9 1 0 8

39 No Travel_Rarely 524 Research & Development 18 2 Life Sciences 1 1322 1 Male 32 3 2 Manufacturing Director 3 Single

0 Y No 11 3 1 80 0 9 6 3 8 7 1 7

31 No Non-Travel 587 Sales 2 4 Life Sciences 1 1324 4 Female 57 3 3 Sales Executive 3 Divorced

1 Y Yes 19 3 1 80 1 10 5 2 10 8 9 6

41 No Non-Travel 256 Sales 10 2 Medical 1 1329 3 Male 40 1 2 Sales Executive 2 Single

1 Y No 13 3 1 80 0 19 4 3 19 2 11 9

31 Yes Travel_Frequently 1060 Sales 1 3 Life Sciences 1

4 Female 54 3 1 Sales Representative 2 Single 2302

1 Y Yes 11 3 1 80 0 3 2 4 3 2 2 2

44 Yes Travel_Rarely 935 Research & Development 3 3 Life Sciences 1 1333 1 Male 89 3 1 Laboratory Technician 1 Married

9

4 Y No 12 3 3 80 0 10 4 4 3 2 1 2

42 No Non-Travel 495 Research & Development 2 1 Life Sciences 1 1334 3 Male 37 3 4 Manager 3 Married

1

0 Y Yes 13 3 4 80 0 21 3 2 20 8 2 10

55 No Travel_Rarely 282 Research & Development 2 2 Medical 1

4 Female 58 1 5 Manager 3 Married

7

4 Y No 14 3 4 80 1 23 5 3 19 9 9 11

56 No Travel_Rarely 206 Human Resources 8 4 Life Sciences 1 1338 4 Male 99 3 5 Manager 2 Single

7

6 Y No 14 3 1 80 0 36 4 3 7 3 7 7

40 No Non-Travel 458 Research & Development 16 2 Life Sciences 1 1340 3 Male 74 3 1 Research Scientist 3 Divorced

9 Y No 16 3 2 80 1 6 0 3 4 2 0 0

34 No Travel_Rarely 943 Research & Development 9 3 Life Sciences 1 1344 4 Male 86 3 3 Healthcare Representative 4 Divorced 8500

0 Y No 11 3 4 80 1 10 0 2 9 7 1 6

40 No Travel_Rarely 523 Research & Development 2 3 Life Sciences 1

3 Male 98 3 2 Research Scientist 4 Single

1 Y No 13 3 3 80 0 9 4 3 9 8 8 8

41 No Travel_Frequently 1018 Sales 1 3 Marketing 1 1349 3 Female 66 3 2 Sales Executive 1 Divorced

0 Y No 17 3 4 80 1 10 2 3 9 3 1 7

35 No Travel_Frequently 482 Research & Development 4 4 Life Sciences 1

3 Male 87 3 2 Research Scientist 3 Single

1 Y Yes 11 3 2 80 0 9 3 3 9 6 1 1

51 No Travel_Rarely 770 Human Resources 5 3 Life Sciences 1 1352 3 Male 84 3 4 Manager 2 Divorced

8

1 Y Yes 11 3 2 80 1 33 2 3 33 9 0 10

38 No Travel_Rarely 1009 Sales 2 2 Life Sciences 1 1355 2 Female 31 3 2 Sales Executive 1 Divorced

3 Y No 15 3 4 80 1 11 3 3 7 7 1 7

34 No Travel_Rarely 507 Sales 15 2 Medical 1 1356 3 Female 66 3 2 Sales Executive 1 Single

1 Y No 12 3 4 80 0 10 6 4 10 8 9 6

25 No Travel_Rarely 882 Research & Development 19 1 Medical 1 1358 4 Male 67 3 1 Laboratory Technician 4 Married

3 Y No 11 3 3 80 3 7 6 2 3 2 1 2

58 Yes Travel_Rarely 601 Research & Development 7 4 Medical 1

3 Female 53 2 3 Manufacturing Director 1 Married

7 Y Yes 14 3 4 80 0 31 0 2 10 9 5 9

40 No Travel_Rarely 329 Research & Development 1 4 Life Sciences 1 1361 2 Male 88 3 1 Laboratory Technician 2 Married

3 Y No 22 4 3 80 1 7 3 3 4 2 0 3

36 No Travel_Frequently 607 Sales 7 3 Marketing 1 1362 1 Female 83 4 2 Sales Executive 1 Married

2 Y No 16 3 4 80 1 17 2 2 15 7 6 13

48 No Travel_Rarely 855 Research & Development 4 3 Life Sciences 1

4 Male 54 3 3 Manufacturing Director 4 Single

6

1 Y No 11 3 3 80 0 11 2 3 10 9 0 8

27 No Travel_Rarely 1291 Sales 11 3 Medical 1

3 Female 98 4 1 Sales Representative 4 Married 2534

8 Y No 14 3 2 80 1 5 4 3 1 0 0 0

51 No Travel_Rarely

Research & Development 11 2 Technical Degree 1

4 Female 82 2 4 Manufacturing Director 2 Single

3 Y No 16 3 2 80 0 29 1 2 5 2 0 3

18 No Non-Travel 1124 Research & Development 1 3 Life Sciences 1 1368 4 Female 97 3 1 Laboratory Technician 4 Single

1 Y No 15 3 3 80 0 0 5 4 0 0 0 0

35 No Travel_Rarely 817 Research & Development 1 3 Medical 1

4 Female 60 2 2 Laboratory Technician 4 Married

0 Y No 12 3 2 80 1 10 0 3 9 7 0 0

27 No Travel_Frequently 793 Sales 2 1 Life Sciences 1 1371 4 Male 43 1 2 Sales Executive 4 Single

3 Y No 20 4 2 80 0 8 3 3 6 2 0 0

55 Yes Travel_Rarely 267 Sales 13 4 Marketing 1 1372 1 Male 85 4 4 Sales Executive 3 Single

6 Y Yes 17 3 3 80 0 24 2 2 19 7 3 8

56 No Travel_Rarely 1369 Research & Development 23 3 Life Sciences 1

4 Male 68 3 4 Manufacturing Director 2 Married

5

4 Y Yes 12 3 1 80 1 33 0 3 19 16 15 9

34 No Non-Travel 999 Research & Development 26 1 Technical Degree 1

1 Female 92 2 1 Research Scientist 3 Divorced 2029

1 Y No 20 4 3 80 3 5 2 3 5 4 0 0

40 No Travel_Rarely 1202 Research & Development 2 1 Medical 1 1375 2 Female 89 4 2 Healthcare Representative 3 Divorced

5 Y No 20 4 2 80 3 15 0 3 12 11 11 8

34 No Travel_Rarely 285 Research & Development 29 3 Medical 1 1377 2 Male 86 3 2 Laboratory Technician 3 Married

1

4 Y No 13 3 1 80 2 10 1 3 8 7 7 7

31 Yes Travel_Frequently 703 Sales 2 3 Life Sciences 1 1379 3 Female 90 2 1 Sales Representative 4 Single

7 Y No 14 3 3 80 0 3 3 4 1 0 0 0

35 Yes Travel_Frequently 662 Sales 18 4 Marketing 1

4 Female 67 3 2 Sales Executive 3 Married

0 Y Yes 18 3 3 80 1 5 0 2 4 2 3 2

38 No Travel_Frequently 693 Research & Development 7 3 Life Sciences 1 1382 4 Male 57 4 1 Research Scientist 3 Divorced 2610

1 Y No 11 3 4 80 3 4 2 3 4 2 0 3

34 No Travel_Rarely 404 Research & Development 2 4 Technical Degree 1 1383 3 Female 98 3 2 Healthcare Representative 4 Single

1 Y No 11 3 4 80 0 14 2 4 14 11 4 11

28 No Travel_Rarely 736 Sales 26 3 Life Sciences 1 1387 3 Male 48 2 2 Sales Executive 1 Married

1 Y No 11 3 3 80 1 5 0 3 5 3 0 4

31 Yes Travel_Rarely 330 Research & Development 22 4 Medical 1

4 Male 98 3 2 Manufacturing Director 3 Married 6179

7

1 Y Yes 15 3 4 80 2 10 3 2 10 2 6 7

39 No Travel_Rarely

Sales 21 4 Life Sciences 1

1 Male 44 2 2 Sales Executive 4 Married

3 Y Yes 12 3 4 80 2 8 2 4 5 4 1 4

51 No Travel_Frequently 541 Sales 2 3 Marketing 1 1391 2 Male 52 3 3 Sales Executive 2 Married

6

2 Y No 11 3 2 80 0 14 5 3 4 2 3 2

41 No Travel_Frequently 1200 Research & Development 22 3 Life Sciences 1

4 Female 75 3 2 Research Scientist 4 Divorced

3

3 Y Yes 14 3 1 80 2 12 4 2 6 2 3 3

37 No Travel_Rarely 1439 Research & Development 4 1 Life Sciences 1 1394 3 Male 54 3 1 Research Scientist 3 Married

7 Y Yes 15 3 4 80 0 8 2 3 6 4 1 3

33 No Travel_Frequently 1111 Sales 5 1 Life Sciences 1 1395 2 Male 61 3 2 Sales Executive 4 Married

3

6 Y No 13 3 1 80 0 8 2 4 5 4 1 2

32 No Travel_Rarely 499 Sales 2 1 Marketing 1 1396 3 Male 36 3 2 Sales Executive 2 Married

0 Y Yes 13 3 1 80 3 4 3 2 3 2 1 2

39 No Non-Travel 1485 Research & Development 25 2 Life Sciences 1 1397 3 Male 71 3 3 Healthcare Representative 3 Married

3 Y No 21 4 2 80 1 13 2 3 6 4 0 5

25 No Travel_Rarely 1372 Sales 18 1 Life Sciences 1

1 Male 93 4 2 Sales Executive 3 Married

2 Y No 11 3 2 80 0 6 3 2 3 2 1 2

52 No Travel_Frequently 322 Research & Development 28 2 Medical 1 1401 4 Female 59 4 4 Manufacturing Director 3 Married

2 Y Yes 11 3 2 80 1 24 3 2 5 3 0 2

43 No Travel_Rarely 930 Research & Development 6 3 Medical 1 1402 1 Female 73 2 2 Research Scientist 3 Single

1 Y Yes 14 3 1 80 0 20 3 1 20 7 1 8

27 No Travel_Rarely 205 Sales 10 3 Marketing 1 1403 4 Female 98 2 2 Sales Executive 4 Married

1 Y Yes 11 3 4 80 0 6 3 3 6 2 4 4

27 Yes Travel_Rarely 135 Research & Development 17 4 Life Sciences 1 1405 4 Female 51 3 1 Research Scientist 3 Single

1 Y Yes 13 3 4 80 0 8 2 3 8 2 7 7

26 No Travel_Rarely 683 Research & Development 2 1 Medical 1 1407 1 Male 36 2 1 Research Scientist 4 Single 3904

0 Y No 12 3 4 80 0 5 2 3 4 3 1 1

42 No Travel_Rarely 1147 Human Resources 10 3 Human Resources 1

3 Female 31 3 4 Manager 1 Married

0 Y No 14 3 3 80 1 21 5 3 20 7 0 9

52 No Travel_Rarely 258 Research & Development 8 4 Other 1

3 Female 54 3 1 Laboratory Technician 1 Married

9 Y No 13 3 3 80 0 12 2 1 5 4 0 4

37 No Travel_Rarely

Research & Development 11 3 Medical 1 1411 1 Female 94 3 1 Laboratory Technician 3 Single

4 Y No 18 3 1 80 0 8 6 3 3 2 0 2

35 No Travel_Frequently 200 Research & Development 18 2 Life Sciences 1

3 Male 60 3 3 Manufacturing Director 4 Single

2 Y No 11 3 3 80 0 10 2 3 2 2 2 2

25 No Travel_Rarely 949 Research & Development 1 3 Technical Degree 1

1 Male 81 3 1 Laboratory Technician 4 Married

4 Y No 11 3 2 80 1 7 2 2 3 2 0 2

26 No Travel_Rarely 652 Research & Development 7 3 Other 1

3 Male 100 4 1 Laboratory Technician 1 Single

0 Y No 12 3 4 80 0 8 2 3 7 7 0 7

29 No Travel_Rarely 332 Human Resources 17 3 Other 1

2 Male 51 2 3 Human Resources 1 Single

1 Y No 13 3 1 80 0 10 3 2 10 9 0 9

49 Yes Travel_Frequently

Research & Development 28 2 Life Sciences 1 1420 1 Male 97 2 2 Laboratory Technician 1 Single 4284

3 Y No 20 4 1 80 0 20 2 3 4 3 1 3

29 Yes Travel_Frequently 337 Research & Development 14 1 Other 1 1421 3 Female 84 3 3 Healthcare Representative 4 Single

0 Y Yes 12 3 1 80 0 9 1 3 8 7 7 7

54 No Travel_Rarely 971 Research & Development 1 3 Medical 1 1422 4 Female 54 3 4 Research Director 4 Single 17328

6 Y No 19 3 4 80 0 29 3 2 20 7 12 7

58 No Travel_Rarely 1055 Research & Development 1 3 Medical 1

4 Female 76 3 5 Research Director 1 Married

1

3 Y Yes 21 4 3 80 1 32 3 3 9 8 1 5

55 No Travel_Rarely 1136 Research & Development 1 4 Medical 1

2 Male 81 4 4 Research Director 4 Divorced

2 Y No 13 3 4 80 2 31 4 4 7 7 0 0

36 No Travel_Rarely

Sales 3 4 Marketing 1 1425 1 Female 99 3 2 Sales Executive 2 Single 9278

3 Y Yes 16 3 4 80 0 15 3 3 5 4 0 1

31 Yes Travel_Frequently 667 Sales 1 4 Life Sciences 1 1427 2 Female 50 1 1 Sales Representative 3 Single 1359 16154 1 Y No 12 3 2 80 0 1 3 3 1 0 0 0
30 No Travel_Rarely 855 Sales 7 4 Marketing 1

4 Female 73 3 2 Sales Executive 1 Divorced 4779

7 Y No 14 3 2 80 2 8 3 3 3 2 0 2

31 No Travel_Rarely 182 Research & Development 8 5 Life Sciences 1

1 Female 93 3 4 Research Director 2 Single

2

3 Y No 11 3 3 80 0 9 3 4 3 2 1 0

34 No Travel_Frequently 560 Research & Development 1 4 Other 1 1431 4 Male 91 3 1 Research Scientist 1 Divorced 2996 20284 5 Y No 14 3 3 80 2 10 2 3 4 3 1 3
31 Yes Travel_Rarely 202 Research & Development 8 3 Life Sciences 1 1433 1 Female 34 2 1 Research Scientist 2 Single 1261

1 Y No 12 3 3 80 0 1 3 4 1 0 0 0

27 No Travel_Rarely 1377 Research & Development 11 1 Life Sciences 1 1434 2 Male 91 3 1 Laboratory Technician 1 Married

0 Y No 14 3 2 80 0 6 3 4 5 0 1 4

36 No Travel_Rarely 172 Research & Development 4 4 Life Sciences 1 1435 1 Male 37 2 2 Laboratory Technician 4 Single

1 Y No 16 3 3 80 0 10 2 2 10 4 1 8

36 No Travel_Rarely 329 Sales 16 4 Marketing 1 1436 3 Female 98 2 2 Sales Executive 1 Married

4 Y No 13 3 1 80 2 11 3 2 3 2 0 2

47 No Travel_Rarely 465 Research & Development 1 3 Technical Degree 1 1438 1 Male 74 3 1 Research Scientist 4 Married

7 Y No 12 3 3 80 1 17 2 2 6 5 1 2

25 Yes Travel_Rarely 383 Sales 9 2 Life Sciences 1 1439 1 Male 68 2 1 Sales Representative 1 Married

3 Y No 12 3 1 80 0 6 2 3 3 2 2 2

37 No Non-Travel

Research & Development 5 2 Technical Degree 1 1440 3 Male 84 4 1 Laboratory Technician 3 Single

0 Y No 14 3 1 80 0 7 2 1 6 5 1 3

56 No Travel_Rarely 1255 Research & Development 1 2 Life Sciences 1 1441 1 Female 90 3 1 Research Scientist 1 Married 2066

2 Y No 22 4 4 80 1 5 3 4 3 2 1 0

47 No Travel_Rarely 359 Research & Development 2 4 Medical 1

1 Female 82 3 4 Research Director 3 Married

9

3 Y No 19 3 2 80 2 26 2 4 20 17 5 6

24 No Travel_Rarely 1476 Sales 4 1 Medical 1 1445 4 Female 42 3 2 Sales Executive 3 Married

1 Y Yes 12 3 3 80 2 5 3 3 5 4 0 3

32 No Travel_Rarely 601 Sales 7 5 Marketing 1

4 Male 97 3 2 Sales Executive 4 Married

4 Y No 12 3 3 80 1 7 3 2 4 3 0 3

34 No Travel_Rarely 401 Research & Development 1 3 Life Sciences 1 1447 4 Female 86 2 1 Laboratory Technician 2 Married 3294 3708 5 Y No 17 3 1 80 1 7 2 2 5 4 0 2
41 No Travel_Rarely 1283 Research & Development 5 5 Medical 1 1448 2 Male 90 4 1 Research Scientist 3 Married 2127 5561 2 Y Yes 12 3 1 80 0 7 5 2 4 2 0 3
40 No Non-Travel 663 Research & Development 9 4 Other 1 1449 3 Male 81 3 2 Laboratory Technician 3 Divorced

3 Y No 11 3 3 80 2 11 2 4 8 7 0 7

31 No Travel_Rarely 326 Sales 8 2 Life Sciences 1

1 Male 31 3 3 Sales Executive 4 Divorced

1 Y No 18 3 1 80 1 13 5 3 13 7 9 9

46 Yes Travel_Rarely 377 Sales 9 3 Marketing 1 1457 1 Male 52 3 3 Sales Executive 4 Divorced

6

4 Y No 11 3 1 80 1 28 1 4 7 7 4 3

39 Yes Non-Travel 592 Research & Development 2 3 Life Sciences 1

1 Female 54 2 1 Laboratory Technician 1 Single

1

2 Y Yes 23 4 2 80 0 11 2 4 1 0 0 0

31 Yes Travel_Frequently 1445 Research & Development 1 5 Life Sciences 1 1459 3 Female 100 4 3 Manufacturing Director 2 Single

1 Y No 11 3 1 80 0 10 2 3 10 8 4 7

45 No Travel_Rarely 1038 Research & Development 20 3 Medical 1

2 Male 95 1 3 Healthcare Representative 1 Divorced

3

2 Y Yes 18 3 2 80 1 24 2 3 7 7 0 7

31 No Travel_Rarely 1398 Human Resources 8 2 Medical 1

4 Female 96 4 1 Human Resources 2 Single

9 Y No 18 3 4 80 0 8 3 3 3 2 0 2

31 Yes Travel_Frequently 523 Research & Development 2 3 Life Sciences 1 1464 2 Male 94 3 1 Laboratory Technician 4 Married

6 Y Yes 13 3 3 80 1 7 2 1 2 2 2 2

45 No Travel_Rarely 1448 Research & Development 29 3 Technical Degree 1 1465 2 Male 55 3 3 Manufacturing Director 4 Married

0

4 Y Yes 18 3 4 80 2 10 4 4 3 1 1 2

48 No Travel_Rarely 1221 Sales 7 3 Marketing 1 1466 3 Male 96 3 2 Sales Executive 1 Divorced

4 Y No 11 3 1 80 3 15 3 3 2 2 2 2

34 Yes Travel_Rarely 1107 Human Resources 9 4 Technical Degree 1 1467 1 Female 52 3 1 Human Resources 3 Married 2742 3072 1 Y No 15 3 4 80 0 2 0 3 2 2 2 2
40 No Non-Travel 218 Research & Development 8 1 Medical 1

4 Male 55 2 3 Research Director 2 Divorced

2 Y No 11 3 3 80 1 16 5 3 9 8 4 8

28 No Travel_Rarely 866 Sales 5 3 Medical 1 1469 4 Male 84 3 2 Sales Executive 1 Single

0 Y No 18 3 4 80 0 6 4 3 5 4 1 3

44 No Non-Travel 981 Research & Development 5 3 Life Sciences 1

3 Male 90 2 1 Laboratory Technician 3 Single 3162

3 Y No 14 3 4 80 0 7 5 3 5 2 0 3

53 No Travel_Rarely 447 Research & Development 2 3 Medical 1 1472 4 Male 39 4 4 Research Director 2 Single

4

4 Y No 12 3 2 80 0 35 2 2 9 8 8 8

49 No Travel_Rarely 1495 Research & Development 5 4 Technical Degree 1 1473 1 Male 96 3 2 Healthcare Representative 3 Married

21534 2 Y No 14 3 2 80 1 20 0 2 3 2 1 2

40 No Travel_Rarely 896 Research & Development 2 3 Medical 1 1474 3 Male 68 3 1 Research Scientist 3 Divorced 2345

2 Y No 14 3 3 80 1 8 3 4 3 1 1 2

44 No Travel_Rarely 1467 Research & Development 20 3 Life Sciences 1 1475 4 Male 49 3 1 Research Scientist 2 Single 3420

1 Y No 13 3 3 80 0 6 3 2 5 2 1 3

33 No Travel_Frequently 430 Sales 7 3 Medical 1

4 Male 54 3 2 Sales Executive 1 Married

6

0 Y No 14 3 1 80 2 5 2 3 4 3 0 3

34 No Travel_Rarely

Sales 3 3 Other 1

4 Male 81 1 2 Sales Executive 1 Single

15891 3 Y No 18 3 4 80 0 15 2 3 13 9 3 12

30 No Travel_Rarely 1358 Sales 16 1 Life Sciences 1 1479 4 Male 96 3 2 Sales Executive 3 Married

8 Y No 15 3 3 80 2 4 2 2 2 1 2 2

42 No Travel_Frequently 748 Research & Development 9 2 Medical 1 1480 1 Female 74 3 1 Laboratory Technician 4 Single

8

1 Y No 13 3 3 80 0 12 3 3 12 9 5 8

44 No Travel_Frequently 383 Sales 1 5 Marketing 1

1 Female 79 3 2 Sales Executive 3 Married

7 Y No 12 3 3 80 1 11 4 2 1 0 0 0

30 No Non-Travel 990 Research & Development 7 3 Technical Degree 1 1482 3 Male 64 3 1 Research Scientist 3 Divorced 1274

1 Y No 13 3 2 80 2 1 2 2 1 0 0 0

57 No Travel_Rarely 405 Research & Development 1 2 Life Sciences 1 1483 2 Male 93 4 2 Research Scientist 3 Married

0 Y No 24 4 1 80 1 13 2 2 12 9 2 8

49 No Travel_Rarely 1490 Research & Development 7 4 Life Sciences 1

3 Male 35 3 3 Healthcare Representative 2 Divorced

3 Y No 14 3 2 80 2 29 3 3 8 7 0 7

34 No Travel_Frequently 829 Research & Development 15 3 Medical 1 1485 2 Male 71 3 4 Research Director 1 Divorced

7

7 Y No 14 3 4 80 2 16 3 2 14 8 6 9

28 Yes Travel_Frequently 1496 Sales 1 3 Technical Degree 1

1 Male 92 3 1 Sales Representative 3 Married

7

3 Y No 15 3 4 80 1 5 3 4 3 2 1 2

29 Yes Travel_Frequently 115 Sales 13 3 Technical Degree 1 1487 1 Female 51 3 2 Sales Executive 2 Single

5 Y No 11 3 1 80 0 7 4 1 5 3 0 0

34 Yes Travel_Rarely 790 Sales 24 4 Medical 1

1 Female 40 2 2 Sales Executive 2 Single

0 Y Yes 23 4 3 80 0 16 2 4 15 9 10 10

35 No Travel_Rarely 660 Sales 7 1 Life Sciences 1 1492 4 Male 76 3 1 Sales Representative 3 Married 2404

1 Y No 13 3 1 80 1 1 3 3 1 0 0 0

24 Yes Travel_Frequently 381 Research & Development 9 3 Medical 1 1494 2 Male 89 3 1 Laboratory Technician 1 Single

2 Y Yes 11 3 3 80 0 4 2 2 0 0 0 0

24 No Non-Travel 830 Sales 13 2 Life Sciences 1 1495 4 Female 78 3 1 Sales Representative 2 Married 2033

1 Y No 13 3 3 80 1 1 2 3 1 0 0 0

44 No Travel_Frequently 1193 Research & Development 2 1 Medical 1 1496 2 Male 86 3 3 Manufacturing Director 3 Single

9

5 Y Yes 18 3 2 80 0 16 2 2 2 2 2 2

29 No Travel_Rarely 1246 Sales 19 3 Life Sciences 1

3 Male 77 2 2 Sales Executive 3 Divorced

1 Y No 14 3 3 80 2 10 3 3 10 7 0 4

30 No Travel_Rarely 330 Human Resources 1 3 Life Sciences 1 1499 3 Male 46 3 1 Human Resources 3 Divorced

8

0 Y No 21 4 1 80 1 6 3 4 5 3 1 3

55 No Travel_Rarely 1229 Research & Development 4 4 Life Sciences 1

4 Male 30 3 2 Healthcare Representative 3 Married

3

0 Y Yes 16 3 2 80 0 4 2 3 3 2 1 2

33 No Travel_Rarely 1099 Research & Development 4 4 Medical 1

1 Female 82 2 1 Laboratory Technician 2 Married

8 Y No 11 3 4 80 0 8 5 3 5 4 0 2

47 No Travel_Rarely 571 Sales 14 3 Medical 1

3 Female 78 3 2 Sales Executive 3 Married

3 Y Yes 17 3 3 80 1 11 4 2 5 4 1 2

28 Yes Travel_Frequently 289 Research & Development 2 2 Medical 1

3 Male 38 2 1 Laboratory Technician 1 Single

7 Y No 11 3 3 80 0 8 2 2 0 0 0 0

28 No Travel_Rarely 1423 Research & Development 1 3 Life Sciences 1 1506 1 Male 72 2 1 Research Scientist 3 Divorced

0

1 Y No 14 3 4 80 1 1 2 1 1 0 0 0

28 No Travel_Frequently 467 Sales 7 3 Life Sciences 1

3 Male 55 3 2 Sales Executive 1 Single 4898

0 Y No 14 3 4 80 0 5 5 3 4 2 1 3

49 No Travel_Rarely 271 Research & Development 3 2 Medical 1

3 Female 43 2 2 Laboratory Technician 1 Married

0

4 Y No 25 4 1 80 1 10 3 3 3 2 1 2

29 No Travel_Frequently 410 Research & Development 2 1 Life Sciences 1

4 Female 97 3 1 Laboratory Technician 2 Married

4668 0 Y No 13 3 3 80 3 4 3 3 3 2 0 2

28 No Travel_Rarely 1083 Research & Development 29 1 Life Sciences 1

3 Male 96 1 2 Manufacturing Director 2 Married

1 Y No 14 3 2 80 2 8 2 2 8 6 1 7

33 No Travel_Rarely 516 Research & Development 8 5 Life Sciences 1

4 Male 69 3 2 Healthcare Representative 3 Single

2 Y Yes 17 3 1 80 0 14 6 3 0 0 0 0

32 No Travel_Rarely 495 Research & Development 10 3 Medical 1

3 Male 64 3 3 Manager 4 Single

2 Y No 25 4 2 80 0 10 5 4 5 2 0 0

54 No Travel_Frequently 1050 Research & Development 11 4 Medical 1

2 Female 87 3 4 Manager 4 Divorced

3 Y No 20 4 1 80 1 26 2 3 14 9 1 12

29 Yes Travel_Rarely 224 Research & Development 1 4 Technical Degree 1

1 Male 100 2 1 Research Scientist 1 Single 2362

6 Y No 13 3 3 80 0 11 2 1 9 7 0 7

44 No Travel_Rarely 136 Research & Development 28 3 Life Sciences 1 1523 4 Male 32 3 4 Research Director 1 Married

22074 3 Y No 13 3 3 80 1 24 1 4 20 6 14 17

39 No Travel_Rarely 1089 Research & Development 6 3 Life Sciences 1

2 Female 32 3 3 Manufacturing Director 2 Single

9150 4 Y No 18 3 4 80 0 9 3 3 2 0 2 2

46 No Travel_Rarely 228 Sales 3 3 Life Sciences 1

3 Female 51 3 4 Manager 2 Married

8 Y No 12 3 4 80 1 23 2 4 13 12 5 1

35 No Travel_Rarely 1029 Research & Development 16 3 Life Sciences 1

4 Female 91 2 3 Healthcare Representative 2 Single 8606

1 Y No 19 3 4 80 0 11 3 1 11 8 3 3

23 No Travel_Rarely 507 Research & Development 20 1 Life Sciences 1 1533 1 Male 97 3 2 Laboratory Technician 3 Single 2272

0 Y No 14 3 2 80 0 5 2 3 4 3 1 2

40 Yes Travel_Rarely 676 Research & Development 9 4 Life Sciences 1 1534 4 Male 86 3 1 Laboratory Technician 1 Single

3 Y No 14 3 2 80 0 15 3 1 5 4 1 0

34 No Travel_Rarely 971 Sales 1 3 Technical Degree 1 1535 4 Male 64 2 3 Sales Executive 3 Married

1 Y Yes 14 3 4 80 0 10 3 3 10 9 8 6

31 Yes Travel_Frequently 561 Research & Development 3 3 Life Sciences 1

4 Female 33 3 1 Research Scientist 3 Single

4156 1 Y No 12 3 1 80 0 7 2 1 7 2 7 7

50 No Travel_Frequently 333 Research & Development 22 5 Medical 1 1539 3 Male 88 1 4 Research Director 4 Single

1 Y Yes 13 3 4 80 0 32 2 3 32 6 13 9

34 No Travel_Rarely 1440 Sales 7 2 Technical Degree 1

2 Male 55 3 1 Sales Representative 3 Married

0 Y Yes 25 4 2 80 1 12 4 3 11 10 5 7

42 No Travel_Rarely 1210 Research & Development 2 3 Medical 1 1542 3 Male 68 2 1 Laboratory Technician 2 Married

4 Y No 14 3 2 80 1 4 3 3 1 0 0 0

37 No Travel_Rarely 674 Research & Development 13 3 Medical 1

1 Male 47 3 2 Research Scientist 4 Married

1 Y No 17 3 1 80 0 10 2 3 10 8 3 7

29 No Travel_Rarely 441 Research & Development 8 1 Other 1

3 Female 39 1 2 Healthcare Representative 1 Married

3 Y No 13 3 3 80 1 9 3 3 7 7 0 7

33 No Travel_Rarely 575 Research & Development 25 3 Life Sciences 1

4 Male 44 2 2 Manufacturing Director 2 Single

1 Y No 13 3 4 80 0 5 2 3 5 3 0 2

45 No Travel_Rarely 950 Research & Development 28 3 Technical Degree 1

4 Male 97 3 1 Research Scientist 4 Married 2132

4 Y No 20 4 4 80 1 8 3 3 5 4 0 3

42 No Travel_Frequently 288 Research & Development 2 3 Life Sciences 1

4 Male 40 3 3 Healthcare Representative 4 Married

2 Y Yes 14 3 3 80 1 24 3 1 20 8 13 9

40 No Travel_Rarely 1342 Sales 9 2 Medical 1 1548 1 Male 47 3 2 Sales Executive 1 Married

5

0 Y No 12 3 4 80 0 9 5 4 8 4 7 1

33 No Travel_Rarely 589 Research & Development 28 4 Life Sciences 1

2 Male 79 3 2 Laboratory Technician 3 Married 5207

1 Y Yes 12 3 2 80 1 15 3 3 15 14 5 7

40 No Travel_Rarely 898 Human Resources 6 2 Medical 1

3 Male 38 3 4 Manager 4 Single

1 Y Yes 21 4 4 80 0 21 2 3 21 7 7 7

24 No Travel_Rarely 350 Research & Development 21 2 Technical Degree 1

3 Male 57 2 1 Laboratory Technician 1 Divorced

0 Y No 14 3 2 80 3 2 3 3 1 1 0 0

40 No Non-Travel

Research & Development 8 2 Life Sciences 1

4 Male 72 3 2 Healthcare Representative 4 Divorced

3 Y Yes 18 3 3 80 0 8 2 3 2 2 2 2

45 No Travel_Rarely 538 Research & Development 1 4 Technical Degree 1

1 Male 66 3 3 Healthcare Representative 2 Divorced

1 Y No 12 3 1 80 3 10 4 3 10 8 7 7

35 No Travel_Rarely 1402 Sales 28 4 Life Sciences 1

2 Female 98 2 1 Sales Representative 3 Married

0 Y No 23 4 1 80 2 6 5 3 5 3 4 2

32 No Travel_Rarely 824 Research & Development 5 2 Life Sciences 1

4 Female 67 2 2 Research Scientist 2 Married

4

3 Y No 12 3 1 80 1 12 2 3 7 1 2 5

36 No Travel_Rarely 1157 Sales 2 4 Life Sciences 1

3 Male 70 3 1 Sales Representative 4 Single

3 Y Yes 21 4 4 80 0 7 3 2 3 2 1 2

48 No Travel_Rarely 492 Sales 16 4 Life Sciences 1 1557 3 Female 96 3 2 Sales Executive 3 Divorced

8 Y No 14 3 3 80 1 18 2 3 8 7 7 7

29 No Travel_Rarely 598 Research & Development 9 3 Life Sciences 1

3 Male 91 4 1 Research Scientist 3 Married 2451

6 Y No 18 3 1 80 2 5 2 2 1 0 0 0

33 No Travel_Rarely 1242 Sales 8 4 Life Sciences 1

1 Male 46 3 2 Sales Executive 1 Married 6392

2 Y No 13 3 4 80 1 8 6 1 2 2 2 2

30 Yes Travel_Rarely 740 Sales 1 3 Life Sciences 1 1562 2 Male 64 2 2 Sales Executive 1 Married

1 Y No 11 3 4 80 1 10 4 3 10 8 6 7

38 No Travel_Frequently 888 Human Resources 10 4 Human Resources 1 1563 3 Male 71 3 2 Human Resources 3 Married

3 Y No 11 3 3 80 0 10 2 3 6 3 1 2

35 No Travel_Rarely 992 Research & Development 1 3 Medical 1

4 Male 68 2 1 Laboratory Technician 1 Single 2450

1 Y No 19 3 2 80 0 3 3 3 3 0 1 2

30 No Travel_Rarely 1288 Sales 29 4 Technical Degree 1

3 Male 33 3 3 Sales Executive 2 Married 9250

9

3 Y No 12 3 2 80 1 9 3 3 4 2 1 3

35 Yes Travel_Rarely 104 Research & Development 2 3 Life Sciences 1

1 Female 69 3 1 Laboratory Technician 1 Divorced 2074

1 Y Yes 12 3 4 80 1 1 2 3 1 0 0 0

53 Yes Travel_Rarely 607 Research & Development 2 5 Technical Degree 1

3 Female 78 2 3 Manufacturing Director 4 Married

0 Y No 16 3 2 80 1 34 4 3 33 7 1 9

38 Yes Travel_Rarely 903 Research & Development 2 3 Medical 1

3 Male 81 3 2 Manufacturing Director 2 Married

4 Y No 11 3 1 80 2 7 2 3 5 2 1 4

32 No Non-Travel 1200 Research & Development 1 4 Technical Degree 1 1574 4 Male 62 3 2 Research Scientist 1 Married

4 Y No 14 3 2 80 1 9 3 2 6 5 1 2

48 No Travel_Rarely 1108 Research & Development 15 4 Other 1

3 Female 65 3 1 Research Scientist 1 Married

0

8 Y No 12 3 4 80 1 10 3 2 8 2 7 6

34 No Travel_Rarely 479 Research & Development 7 4 Medical 1

1 Male 35 3 1 Research Scientist 4 Single

1 Y No 13 3 3 80 0 1 4 1 1 0 0 0

55 No Travel_Rarely 685 Sales 26 5 Marketing 1

3 Male 60 2 5 Manager 4 Married

1 Y No 21 4 3 80 1 36 3 3 36 6 2 13

34 No Travel_Rarely 1351 Research & Development 1 4 Life Sciences 1

2 Male 45 3 2 Research Scientist 4 Married 5484 13008 9 Y No 17 3 2 80 1 9 3 2 2 2 2 1

26 No Travel_Rarely 474 Research & Development 3 3 Life Sciences 1 1581 1 Female 89 3 1 Research Scientist 4 Married 2061

1 Y No 21 4 1 80 0 1 5 3 1 0 0 0

38 No Travel_Rarely 1245 Sales 14 3 Life Sciences 1

3 Male 80 3 2 Sales Executive 2 Married

0 Y No 11 3 4 80 1 10 3 3 9 8 7 7

38 No Travel_Rarely 437 Sales 16 3 Life Sciences 1 1583 2 Female 90 3 2 Sales Executive 2 Single

2 Y No 12 3 2 80 0 8 5 4 3 2 1 2

36 No Travel_Rarely 884 Sales 1 4 Life Sciences 1

2 Female 73 3 2 Sales Executive 3 Single

7

6 Y No 13 3 1 80 0 15 5 3 1 0 0 0

29 No Travel_Rarely

Research & Development 3 1 Medical 1

2 Male 87 3 1 Laboratory Technician 1 Single

3

1 Y Yes 18 3 4 80 0 10 3 3 10 9 1 5

35 No Travel_Rarely 670 Research & Development 10 4 Medical 1

1 Female 51 3 2 Healthcare Representative 3 Single 6142 4223 3 Y Yes 16 3 3 80 0 10 4 3 5 2 0 4

39 No Travel_Rarely 1462 Sales 6 3 Medical 1

4 Male 38 4 3 Sales Executive 3 Married

4658 2 Y No 11 3 1 80 1 11 3 3 7 6 7 6

29 No Travel_Frequently 995 Research & Development 2 1 Life Sciences 1

1 Male 87 3 2 Healthcare Representative 4 Divorced

1 Y No 19 3 4 80 1 6 0 4 6 4 1 3

50 No Travel_Rarely 264 Sales 9 3 Marketing 1 1591 3 Male 59 3 5 Manager 3 Married

1

9

4 Y Yes 16 3 3 80 1 27 2 3 1 0 0 0

23 No Travel_Rarely 977 Research & Development 10 3 Technical Degree 1

4 Male 45 4 1 Research Scientist 3 Married 2073

2 Y No 16 3 4 80 1 4 2 3 2 2 2 2

36 No Travel_Frequently 1302 Research & Development 6 4 Life Sciences 1

1 Male 80 4 2 Laboratory Technician 1 Married 5562

3 Y Yes 13 3 4 80 1 9 3 3 3 2 0 2

42 No Travel_Rarely 1059 Research & Development 9 2 Other 1

4 Male 93 2 5 Manager 4 Single

3

8 Y No 22 4 4 80 0 24 2 3 1 0 0 1

35 No Travel_Rarely 750 Research & Development 28 3 Life Sciences 1

2 Male 46 4 2 Laboratory Technician 3 Married

1 Y No 17 3 4 80 2 10 3 2 10 9 6 8

34 No Travel_Frequently 653 Research & Development 10 4 Technical Degree 1 1597 4 Male 92 2 2 Healthcare Representative 3 Married 5063

1 Y No 14 3 2 80 1 8 3 2 8 2 7 7

40 No Travel_Rarely 118 Sales 14 2 Life Sciences 1 1598 4 Female 84 3 2 Sales Executive 1 Married 4639

1 Y No 15 3 3 80 1 5 2 3 5 4 1 2

43 No Travel_Rarely 990 Research & Development 27 3 Technical Degree 1 1599 4 Male 87 4 1 Laboratory Technician 2 Divorced

5855 5 Y No 12 3 3 80 1 8 0 3 6 4 0 2

35 No Travel_Rarely 1349 Research & Development 7 2 Life Sciences 1 1601 3 Male 63 2 1 Laboratory Technician 4 Married 2690

1 Y No 18 3 4 80 1 1 5 2 1 0 0 1

46 No Travel_Rarely 563 Sales 1 4 Life Sciences 1

4 Male 56 4 4 Manager 1 Single

7

1 Y No 15 3 2 80 0 27 5 1 26 0 0 12

28 Yes Travel_Rarely 329 Research & Development 24 3 Medical 1 1604 3 Male 51 3 1 Laboratory Technician 2 Married

1 Y Yes 17 3 3 80 3 1 3 3 1 1 0 0

22 No Non-Travel 457 Research & Development 26 2 Other 1

2 Female 85 2 1 Research Scientist 3 Married

1 Y Yes 14 3 2 80 0 4 2 2 4 2 1 3

50 No Travel_Frequently 1234 Research & Development 20 5 Medical 1

2 Male 41 3 4 Healthcare Representative 3 Married

2 Y Yes 15 3 3 80 1 32 3 3 30 8 12 13

32 No Travel_Rarely 634 Research & Development 5 4 Other 1

2 Female 35 4 1 Research Scientist 4 Married

3 Y No 17 3 4 80 2 6 3 3 3 2 0 2

44 No Travel_Rarely 1313 Research & Development 7 3 Medical 1

2 Female 31 3 5 Research Director 4 Divorced

0 Y Yes 14 3 4 80 1 23 4 2 22 7 1 10

30 No Travel_Rarely 241 Research & Development 7 3 Medical 1 1609 2 Male 48 2 1 Research Scientist 2 Married

5348 1 Y No 12 3 2 80 1 6 3 2 6 4 1 1

45 No Travel_Rarely 1015 Research & Development 5 5 Medical 1 1611 3 Female 50 1 2 Laboratory Technician 1 Single 5769

1 Y Yes 14 3 1 80 0 10 3 3 10 7 1 4

45 No Non-Travel 336 Sales 26 3 Marketing 1 1612 1 Male 52 2 2 Sales Executive 1 Married

1 Y No 15 3 1 80 1 10 2 3 10 7 4 5

31 No Travel_Frequently 715 Sales 2 4 Other 1

4 Male 54 3 2 Sales Executive 1 Single 5332

7 Y No 13 3 4 80 0 10 3 3 5 2 0 3

36 No Travel_Rarely 559 Research & Development 12 4 Life Sciences 1 1614 3 Female 76 3 2 Manufacturing Director 3 Married

9 Y Yes 12 3 2 80 2 7 2 3 3 2 1 1

34 No Travel_Frequently 426 Research & Development 10 4 Life Sciences 1 1615 3 Male 42 4 2 Manufacturing Director 4 Divorced 4724

1 Y No 13 3 1 80 1 9 3 3 9 7 7 2

49 No Travel_Rarely 722 Research & Development 25 4 Life Sciences 1 1617 3 Female 84 3 1 Laboratory Technician 1 Married

1 Y No 14 3 4 80 1 10 3 2 9 6 1 4

39 No Travel_Rarely 1387 Research & Development 10 5 Medical 1

2 Male 76 3 2 Manufacturing Director 1 Married

2 Y No 13 3 4 80 3 10 3 3 7 7 7 7

27 No Travel_Rarely 1302 Research & Development 19 3 Other 1 1619 4 Male 67 2 1 Laboratory Technician 1 Divorced

1 Y No 11 3 1 80 2 7 3 3 7 7 0 7

35 No Travel_Rarely 819 Research & Development 18 5 Life Sciences 1 1621 2 Male 48 4 2 Research Scientist 1 Married

1 Y No 11 3 4 80 0 16 2 3 16 15 1 10

28 No Travel_Rarely 580 Research & Development 27 3 Medical 1 1622 2 Female 39 1 2 Manufacturing Director 1 Divorced

0 Y No 21 4 2 80 1 6 5 2 5 3 0 0

21 No Travel_Rarely 546 Research & Development 5 1 Medical 1

3 Male 97 3 1 Research Scientist 4 Single

1 Y No 18 3 3 80 0 3 2 3 2 2 2 2

18 Yes Travel_Frequently 544 Sales 3 2 Medical 1

2 Female 70 3 1 Sales Representative 4 Single 1569

0

1 Y Yes 12 3 3 80 0 0 2 4 0 0 0 0

47 No Travel_Rarely 1176 Human Resources 26 4 Life Sciences 1

4 Female 98 3 5 Manager 3 Married 19658 5220 3 Y No 11 3 3 80 1 27 2 3 5 2 1 0

39 No Travel_Rarely 170 Research & Development 3 2 Medical 1

3 Male 76 2 2 Laboratory Technician 3 Divorced

0 Y No 15 3 4 80 1 11 3 3 10 8 0 7

40 No Travel_Rarely 884 Research & Development 15 3 Life Sciences 1

1 Female 80 2 3 Manufacturing Director 3 Married

0

1 Y No 13 3 4 80 2 18 2 3 18 15 14 12

35 No Non-Travel 208 Research & Development 8 4 Life Sciences 1 1630 3 Female 52 3 2 Healthcare Representative 3 Married 4148

1 Y No 12 3 4 80 1 15 5 3 14 11 2 9

37 No Travel_Rarely 671 Research & Development 19 3 Life Sciences 1

3 Male 85 3 2 Manufacturing Director 3 Married

3 Y No 17 3 1 80 3 9 2 2 4 3 0 2

39 No Travel_Frequently 711 Research & Development 4 3 Medical 1

1 Female 81 3 2 Manufacturing Director 3 Single

3140 0 Y No 13 3 4 80 0 10 2 1 9 2 3 8

45 No Travel_Rarely 1329 Research & Development 2 2 Other 1

4 Female 59 2 2 Manufacturing Director 4 Divorced

1 Y No 19 3 1 80 2 10 3 3 10 7 3 9

38 No Travel_Rarely 397 Research & Development 2 2 Medical 1

4 Female 54 2 3 Manufacturing Director 3 Married 7756

3 Y Yes 19 3 4 80 1 10 6 4 5 4 0 2

35 Yes Travel_Rarely 737 Sales 10 3 Medical 1

4 Male 55 2 3 Sales Executive 1 Married

9 Y No 17 3 3 80 0 15 3 3 13 12 6 0

37 No Travel_Rarely

Research & Development 10 3 Medical 1

2 Female 71 3 1 Research Scientist 2 Married

1 Y No 11 3 1 80 1 8 2 1 8 4 7 7

40 No Travel_Rarely 448 Research & Development 16 3 Life Sciences 1

3 Female 84 3 3 Manufacturing Director 4 Single

6 Y Yes 15 3 4 80 0 18 2 2 4 2 3 3

44 No Travel_Frequently 602 Human Resources 1 5 Human Resources 1 1642 1 Male 37 3 2 Human Resources 4 Married

4 Y Yes 11 3 3 80 0 14 3 3 10 7 0 2

48 No Travel_Frequently 365 Research & Development 4 5 Medical 1

3 Male 89 2 4 Manager 4 Married

2 Y No 25 4 2 80 1 23 3 3 2 2 2 2

35 Yes Travel_Rarely 763 Sales 15 2 Medical 1 1645 1 Male 59 1 2 Sales Executive 4 Divorced 5440

6 Y Yes 14 3 4 80 2 7 2 2 2 2 2 2

24 No Travel_Frequently 567 Research & Development 2 1 Technical Degree 1

1 Female 32 3 1 Research Scientist 4 Single 3760

8

1 Y Yes 13 3 3 80 0 6 2 3 6 3 1 3

27 No Travel_Rarely 486 Research & Development 8 3 Medical 1

2 Female 86 4 1 Research Scientist 3 Married

7 Y No 17 3 1 80 0 5 0 3 3 2 0 2

27 No Travel_Frequently 591 Research & Development 2 3 Medical 1

4 Male 87 3 1 Research Scientist 4 Single 2580

2 Y No 13 3 3 80 0 6 0 2 4 2 1 2

40 Yes Travel_Rarely 1329 Research & Development 7 3 Life Sciences 1 1649 1 Male 73 3 1 Laboratory Technician 1 Single

3339 3 Y Yes 14 3 2 80 0 10 3 1 4 2 0 3

29 No Travel_Rarely 469 Sales 10 3 Medical 1

3 Male 42 2 2 Sales Executive 3 Single 5869

9 Y No 11 3 3 80 0 8 2 3 5 2 1 4

36 No Travel_Rarely 711 Research & Development 5 4 Life Sciences 1

2 Female 42 3 3 Healthcare Representative 1 Married

4 Y No 12 3 3 80 2 9 6 3 3 2 0 2

25 No Travel_Frequently 772 Research & Development 2 1 Life Sciences 1 1653 4 Male 77 4 2 Manufacturing Director 3 Divorced

1 Y No 17 3 3 80 2 7 6 3 7 7 0 7

39 No Travel_Rarely 492 Research & Development 12 3 Medical 1

4 Male 66 3 2 Manufacturing Director 2 Married

4 Y No 21 4 3 80 0 7 3 3 5 4 1 0

49 No Travel_Rarely 301 Research & Development 22 4 Other 1 1655 1 Female 72 3 4 Research Director 2 Married

3 Y No 16 3 2 80 2 27 2 3 4 2 1 2

50 No Travel_Rarely 813 Research & Development 17 5 Life Sciences 1

4 Female 50 2 3 Research Director 1 Divorced

21981 5 Y No 15 3 3 80 3 19 3 3 14 11 1 11

20 No Travel_Rarely 1141 Sales 2 3 Medical 1 1657 3 Female 31 3 1 Sales Representative 3 Single

1 Y No 19 3 1 80 0 2 3 3 2 2 2 2

34 No Travel_Rarely 1130 Research & Development 3 3 Life Sciences 1

4 Female 66 3 2 Research Scientist 2 Divorced

1 Y No 12 3 3 80 1 11 2 3 11 8 7 9

36 No Travel_Rarely 311 Research & Development 7 3 Life Sciences 1 1659 1 Male 77 3 1 Laboratory Technician 2 Single

2 Y No 11 3 3 80 0 15 4 3 4 3 1 3

49 No Travel_Rarely 465 Research & Development 6 1 Life Sciences 1 1661 3 Female 41 2 4 Healthcare Representative 3 Married

2 Y Yes 19 3 2 80 1 30 3 3 15 11 2 12

36 No Non-Travel 894 Research & Development 1 4 Medical 1 1662 4 Female 33 2 2 Manufacturing Director 3 Married

0 Y No 15 3 3 80 0 4 6 3 3 2 1 2

36 No Travel_Rarely 1040 Research & Development 3 2 Life Sciences 1

4 Male 79 4 2 Healthcare Representative 1 Divorced 6842

6 Y No 20 4 1 80 1 13 3 3 5 4 0 4

54 No Travel_Rarely 584 Research & Development 22 5 Medical 1 1665 2 Female 91 3 4 Manager 3 Married

3 Y No 25 4 3 80 1 36 6 3 10 8 4 7

43 No Travel_Rarely 1291 Research & Development 15 2 Life Sciences 1

3 Male 65 2 4 Research Director 3 Married

3

1 Y No 24 4 1 80 1 14 3 3 14 10 6 11

35 Yes Travel_Frequently 880 Sales 12 4 Other 1 1667 4 Male 36 3 2 Sales Executive 4 Single

3 Y Yes 24 4 1 80 0 13 2 4 11 9 6 7

38 No Travel_Frequently 1189 Research & Development 1 3 Life Sciences 1

4 Male 90 3 2 Research Scientist 4 Married

7 Y No 15 3 4 80 2 19 4 4 13 11 2 9

29 No Travel_Rarely 991 Sales 5 3 Medical 1

1 Male 43 2 2 Sales Executive 2 Divorced 4187

1 Y Yes 13 3 2 80 1 10 3 2 10 0 0 9

33 No Travel_Rarely 392 Sales 2 4 Medical 1

4 Male 93 3 2 Sales Executive 4 Divorced

1 Y No 14 3 3 80 2 6 5 3 6 2 0 4

32 No Travel_Rarely 977 Research & Development 2 3 Medical 1

4 Male 45 3 2 Research Scientist 2 Divorced 5470

0 Y No 13 3 3 80 2 10 4 2 9 5 1 6

31 No Travel_Rarely 1112 Sales 5 4 Life Sciences 1

1 Female 67 3 2 Sales Executive 4 Married

1 Y No 11 3 1 80 2 10 2 3 10 0 0 2

49 No Travel_Rarely 464 Research & Development 16 3 Medical 1

4 Female 74 3 1 Laboratory Technician 1 Divorced

4 Y Yes 16 3 2 80 1 17 2 2 2 2 2 2

38 No Travel_Frequently 148 Research & Development 2 3 Medical 1 1675 4 Female 42 2 1 Laboratory Technician 2 Single 2440

1 Y No 22 4 2 80 0 4 3 3 4 3 3 3

47 No Travel_Rarely 1225 Sales 2 4 Life Sciences 1

2 Female 47 4 4 Manager 2 Divorced

6 Y No 14 3 3 80 3 29 2 3 3 2 1 2

49 No Travel_Rarely 809 Research & Development 1 3 Life Sciences 1

3 Male 36 3 4 Manager 3 Single

4 Y No 14 3 1 80 0 23 2 3 8 7 0 0

41 No Travel_Rarely 1206 Sales 23 2 Life Sciences 1

4 Male 80 3 3 Sales Executive 3 Single

3 Y Yes 16 3 4 80 0 21 2 3 2 0 0 2

20 No Travel_Rarely 727 Sales 9 1 Life Sciences 1

4 Male 54 3 1 Sales Representative 1 Single

1 Y No 11 3 1 80 0 2 3 3 2 2 0 2

33 No Non-Travel 530 Sales 16 3 Life Sciences 1

3 Female 36 3 2 Sales Executive 4 Divorced

1 Y Yes 25 4 3 80 1 7 2 3 6 5 1 2

36 No Travel_Rarely 1351 Research & Development 26 4 Life Sciences 1

1 Male 80 3 2 Healthcare Representative 3 Married

6 Y No 14 3 2 80 2 10 2 2 3 2 0 2

44 No Travel_Rarely 528 Human Resources 1 3 Life Sciences 1 1683 3 Female 44 3 1 Human Resources 4 Divorced

4 Y Yes 18 3 1 80 3 8 2 3 2 2 2 2

23 Yes Travel_Rarely 1320 Research & Development 8 1 Medical 1

4 Male 93 2 1 Laboratory Technician 3 Single

1 Y Yes 11 3 1 80 0 5 2 3 5 4 1 2

38 No Travel_Rarely 1495 Research & Development 4 2 Medical 1 1687 4 Female 87 3 1 Laboratory Technician 3 Married

7 Y No 19 3 4 80 1 7 5 2 0 0 0 0

53 No Travel_Rarely 1395 Research & Development 24 4 Medical 1

2 Male 48 4 3 Healthcare Representative 4 Married

3 Y No 15 3 3 80 0 11 2 3 4 3 1 2

48 Yes Travel_Frequently 708 Sales 7 2 Medical 1 1691 4 Female 95 3 1 Sales Representative 3 Married 2655

2 Y Yes 11 3 3 80 2 19 3 3 9 7 7 7

32 Yes Travel_Rarely 1259 Research & Development 2 4 Life Sciences 1 1692 4 Male 95 3 1 Laboratory Technician 2 Single 1393

1 Y No 12 3 1 80 0 1 2 3 1 0 0 0

26 No Non-Travel 786 Research & Development 7 3 Medical 1 1693 4 Male 76 3 1 Laboratory Technician 4 Single

1 Y No 20 4 3 80 0 7 5 3 7 7 5 7

55 No Travel_Rarely 1441 Research & Development 22 3 Technical Degree 1

1 Male 94 2 1 Research Scientist 2 Divorced 3537

5 Y No 12 3 4 80 1 8 1 3 4 2 1 2

34 No Travel_Rarely 1157 Research & Development 5 2 Medical 1

2 Male 57 2 2 Laboratory Technician 4 Married

1 Y No 14 3 3 80 1 15 3 4 15 10 4 13

60 No Travel_Rarely 370 Research & Development 1 4 Medical 1

3 Male 92 1 3 Healthcare Representative 4 Divorced

3 Y No 20 4 3 80 1 19 2 4 1 0 0 0

33 No Travel_Rarely 267 Research & Development 21 3 Medical 1

2 Male 79 4 1 Laboratory Technician 2 Married 2028

1 Y No 18 3 4 80 3 14 6 3 14 11 2 13

37 No Travel_Frequently 1278 Sales 1 4 Medical 1 1700 3 Male 31 1 2 Sales Executive 4 Divorced

1 Y No 14 3 3 80 2 6 2 2 6 3 1 3

34 No Travel_Rarely 678 Research & Development 19 3 Life Sciences 1

2 Female 35 2 1 Research Scientist 4 Married 2929

1 Y No 12 3 2 80 0 10 3 3 10 9 8 7

23 Yes Travel_Rarely 427 Sales 7 3 Life Sciences 1 1702 3 Male 99 3 1 Sales Representative 4 Divorced

1 Y Yes 21 4 2 80 1 3 2 3 3 2 0 2

44 No Travel_Rarely 921 Research & Development 2 3 Life Sciences 1 1703 3 Female 96 4 3 Healthcare Representative 4 Married

1 Y Yes 19 3 2 80 1 9 2 3 8 7 6 7

35 No Travel_Frequently 146 Research & Development 2 4 Medical 1 1704 1 Male 79 2 1 Research Scientist 4 Single

0 Y Yes 14 3 3 80 0 6 2 4 5 4 1 4

43 No Travel_Rarely 1179 Sales 2 3 Medical 1 1706 4 Male 73 3 2 Sales Executive 4 Married

6069 1 Y Yes 17 3 1 80 1 10 3 3 10 9 8 8

24 No Travel_Rarely 581 Research & Development 9 3 Medical 1 1707 3 Male 62 4 1 Research Scientist 3 Married

6

1 Y No 16 3 4 80 1 5 1 3 5 3 0 4

41 No Travel_Rarely 918 Sales 6 3 Marketing 1 1708 4 Male 35 3 3 Sales Executive 3 Single 9241

1 Y No 12 3 2 80 0 10 3 3 10 8 8 7

29 No Travel_Rarely 1082 Research & Development 9 4 Medical 1 1709 4 Female 43 3 1 Laboratory Technician 3 Married

9 Y No 17 3 3 80 1 9 2 3 5 3 1 2

36 No Travel_Rarely 530 Sales 2 4 Life Sciences 1

3 Female 51 3 2 Sales Representative 4 Single

3 Y No 15 3 3 80 0 17 2 2 13 7 6 7

45 No Non-Travel 1238 Research & Development 1 1 Life Sciences 1 1712 3 Male 74 2 3 Healthcare Representative 3 Married

3 Y No 23 4 4 80 1 25 3 2 23 15 14 4

24 Yes Travel_Rarely 240 Human Resources 22 1 Human Resources 1

4 Male 58 1 1 Human Resources 3 Married 1555

1 Y No 11 3 3 80 1 1 2 3 1 0 0 0

47 Yes Travel_Frequently 1093 Sales 9 3 Life Sciences 1 1716 3 Male 82 1 4 Sales Executive 3 Married

7 Y No 11 3 3 80 0 25 3 1 23 5 14 10

26 No Travel_Rarely 390 Research & Development 17 4 Medical 1 1718 4 Male 62 1 1 Laboratory Technician 3 Married

1 Y No 15 3 3 80 3 3 3 4 3 2 0 2

45 No Travel_Rarely 1005 Research & Development 28 2 Technical Degree 1 1719 4 Female 48 2 4 Research Director 2 Single

1 Y No 11 3 3 80 0 21 2 3 21 6 8 6

32 No Travel_Frequently 585 Research & Development 10 3 Life Sciences 1 1720 1 Male 56 3 1 Research Scientist 3 Married

6 Y No 13 3 1 80 1 10 3 2 5 2 1 3

31 No Travel_Rarely 741 Research & Development 2 4 Life Sciences 1 1721 2 Male 69 3 1 Laboratory Technician 3 Married

1 Y No 14 3 4 80 1 6 2 4 5 2 0 3

41 No Non-Travel 552 Human Resources 4 3 Human Resources 1

3 Male 60 1 2 Human Resources 2 Married

6 Y No 19 3 2 80 1 10 4 3 3 2 1 2

40 No Travel_Rarely 369 Research & Development 8 2 Life Sciences 1

2 Female 92 3 2 Manufacturing Director 1 Married

2 Y Yes 16 3 2 80 1 18 3 3 1 0 0 0

24 No Travel_Rarely 506 Research & Development 29 1 Medical 1 1725 2 Male 91 3 1 Laboratory Technician 1 Divorced

3622 1 Y No 13 3 2 80 3 6 2 4 6 2 1 2

46 No Travel_Rarely 717 Research & Development 13 4 Life Sciences 1

3 Male 34 3 2 Healthcare Representative 2 Single 5562

6 Y No 14 3 4 80 0 19 3 3 10 7 0 9

35 No Travel_Rarely 1370 Research & Development 27 4 Life Sciences 1 1728 4 Male 49 3 2 Manufacturing Director 3 Married

2 Y No 16 3 2 80 1 17 3 3 7 7 0 7

30 No Travel_Rarely 793 Research & Development 16 1 Life Sciences 1

2 Male 33 3 1 Research Scientist 4 Married

1 Y No 12 3 2 80 1 10 2 2 10 0 0 8

47 No Non-Travel 543 Sales 2 4 Marketing 1 1731 3 Male 87 3 2 Sales Executive 2 Married

7 Y No 11 3 4 80 1 4 3 1 1 0 0 0

46 No Travel_Rarely 1277 Sales 2 3 Life Sciences 1 1732 3 Male 74 3 3 Sales Executive 4 Divorced

5596 4 Y Yes 12 3 2 80 1 13 5 2 10 6 0 3

36 Yes Travel_Rarely 1456 Sales 13 5 Marketing 1 1733 2 Male 96 2 2 Sales Executive 1 Divorced

5 Y Yes 13 3 2 80 3 16 3 3 2 2 2 2

32 Yes Travel_Rarely 964 Sales 1 2 Life Sciences 1

1 Male 34 1 2 Sales Executive 2 Single

6 Y No 15 3 2 80 0 10 2 3 0 0 0 0

23 No Travel_Rarely 160 Research & Development 4 1 Medical 1

3 Female 51 3 1 Laboratory Technician 2 Single

1 Y No 13 3 3 80 0 3 3 1 3 2 1 2

31 No Travel_Frequently 163 Research & Development 24 1 Technical Degree 1 1736 4 Female 30 3 2 Manufacturing Director 4 Single 5238

2 Y No 20 4 4 80 0 9 3 2 5 4 1 4

39 No Non-Travel 792 Research & Development 1 3 Life Sciences 1 1737 4 Male 77 3 2 Laboratory Technician 4 Married

1 Y Yes 15 3 4 80 1 9 2 3 9 8 5 8

32 No Travel_Rarely 371 Sales 19 3 Life Sciences 1 1739 4 Male 80 1 3 Sales Executive 3 Married

3 Y No 13 3 3 80 1 10 2 1 4 3 0 2

40 No Travel_Rarely 611 Sales 7 4 Medical 1 1740 2 Male 88 3 5 Manager 2 Single

1 Y No 14 3 2 80 0 21 3 2 21 8 12 8

45 No Travel_Rarely 176 Human Resources 4 3 Life Sciences 1 1744 3 Female 56 1 3 Human Resources 3 Married

4 Y No 21 4 3 80 2 9 2 4 5 0 0 3

30 No Travel_Frequently 1312 Research & Development 2 4 Technical Degree 1 1745 4 Female 78 2 1 Research Scientist 1 Single 4968

0 Y No 16 3 4 80 0 10 2 3 9 7 0 7

24 No Travel_Frequently 897 Human Resources 10 3 Medical 1 1746 1 Male 59 3 1 Human Resources 4 Married 2145 2097 0 Y No 14 3 4 80 1 3 2 3 2 2 2 1
30 Yes Travel_Frequently 600 Human Resources 8 3 Human Resources 1 1747 3 Female 66 2 1 Human Resources 4 Divorced

6 Y No 11 3 3 80 1 6 0 2 4 2 1 2

31 No Travel_Rarely 1003 Sales 5 3 Technical Degree 1 1749 1 Male 51 3 2 Sales Executive 3 Married

1 Y No 19 3 3 80 1 6 3 3 5 2 0 2

27 No Travel_Rarely

Research & Development 8 3 Medical 1

3 Female 67 3 1 Research Scientist 4 Single 3445

1 Y No 11 3 3 80 0 6 5 2 6 2 1 4

29 Yes Travel_Rarely 428 Sales 9 3 Marketing 1

2 Female 52 1 1 Sales Representative 2 Single

1 Y No 13 3 3 80 0 2 3 3 2 2 2 2

29 No Travel_Frequently 461 Research & Development 1 3 Life Sciences 1

4 Male 70 4 2 Healthcare Representative 3 Single

8 Y Yes 12 3 4 80 0 10 5 4 3 2 0 2

30 No Travel_Rarely 979 Sales 15 2 Marketing 1 1754 3 Male 94 2 3 Sales Executive 1 Divorced

2 Y No 11 3 1 80 1 12 2 3 7 7 1 7

34 No Travel_Rarely 181 Research & Development 2 4 Medical 1

4 Male 97 4 1 Research Scientist 4 Married

0 Y Yes 14 3 1 80 3 6 3 3 5 0 1 2

33 No Non-Travel 1283 Sales 2 3 Marketing 1 1756 4 Female 62 3 2 Sales Executive 2 Single

8 Y No 15 3 4 80 0 13 2 2 11 7 1 7

49 No Travel_Rarely 1313 Sales 11 4 Marketing 1

4 Female 80 3 2 Sales Executive 4 Single

3 Y No 12 3 3 80 0 8 1 4 5 1 0 4

33 Yes Travel_Rarely 211 Sales 16 3 Life Sciences 1 1758 1 Female 74 3 3 Sales Executive 1 Single

2 Y Yes 20 4 3 80 0 11 2 2 0 0 0 0

38 No Travel_Frequently 594 Research & Development 2 2 Medical 1 1760 3 Female 75 2 1 Laboratory Technician 2 Married

4 Y No 14 3 2 80 1 9 4 2 6 1 0 5

31 Yes Travel_Rarely 1079 Sales 16 4 Marketing 1 1761 1 Male 70 3 3 Sales Executive 3 Married

2

2 Y No 13 3 1 80 3 10 2 3 1 0 0 0

29 No Travel_Rarely 590 Research & Development 4 3 Technical Degree 1

4 Female 91 2 1 Research Scientist 1 Divorced 2109

1 Y No 13 3 3 80 1 1 2 3 1 0 0 0

30 No Travel_Rarely 305 Research & Development 16 3 Life Sciences 1 1763 3 Male 58 4 2 Healthcare Representative 3 Married

3 Y No 16 3 3 80 1 10 3 3 7 0 1 7

32 No Non-Travel 953 Research & Development 5 4 Technical Degree 1

2 Male 65 3 1 Research Scientist 2 Single

4

2 Y No 14 3 2 80 0 12 3 3 7 7 0 7

38 No Travel_Rarely 833 Research & Development 18 3 Medical 1 1766 2 Male 60 1 2 Healthcare Representative 4 Married

3 Y Yes 16 3 3 80 1 15 2 3 1 0 1 0

43 Yes Travel_Frequently 807 Research & Development 17 3 Technical Degree 1 1767 3 Male 38 2 1 Research Scientist 3 Married 2437

9 Y Yes 16 3 4 80 1 6 4 3 1 0 0 0

42 No Travel_Rarely 855 Research & Development 12 3 Medical 1 1768 2 Male 57 3 1 Laboratory Technician 2 Divorced

8 Y No 22 4 2 80 3 7 6 2 5 3 0 4

55 No Travel_Rarely 478 Research & Development 2 3 Medical 1

3 Male 60 2 5 Research Director 1 Married

8

5

8 Y No 12 3 2 80 3 34 2 3 1 0 0 0

33 No Non-Travel 775 Research & Development 4 3 Technical Degree 1

4 Male 90 3 2 Research Scientist 2 Divorced

5 Y No 15 3 4 80 2 11 2 2 9 8 1 7

41 No Travel_Rarely 548 Research & Development 9 4 Life Sciences 1 1772 3 Male 94 3 1 Laboratory Technician 1 Divorced

1 Y No 20 4 2 80 2 5 2 3 5 3 0 4

34 No Non-Travel 1375 Sales 10 3 Life Sciences 1 1774 4 Male 87 3 2 Sales Executive 3 Divorced

1 Y Yes 14 3 3 80 1 15 3 3 15 14 0 7

53 No Non-Travel 661 Research & Development 1 4 Medical 1 1775 1 Female 60 2 4 Manufacturing Director 3 Married

4 Y Yes 20 4 4 80 3 27 2 2 3 2 0 2

43 No Travel_Rarely 244 Human Resources 2 3 Life Sciences 1 1778 2 Male 97 3 1 Human Resources 4 Single

0 Y No 13 3 2 80 0 10 5 3 9 7 1 8

34 No Travel_Rarely 511 Sales 3 2 Life Sciences 1 1779 4 Female 32 1 2 Sales Executive 4 Single

5 Y No 12 3 1 80 0 6 3 3 2 2 2 2

21 Yes Travel_Rarely 337 Sales 7 1 Marketing 1 1780 2 Male 31 3 1 Sales Representative 2 Single

1 Y No 13 3 2 80 0 1 3 3 1 0 1 0

38 No Travel_Rarely 1153 Research & Development 6 2 Other 1 1782 4 Female 40 2 1 Laboratory Technician 3 Married

1 Y No 11 3 2 80 1 5 3 3 5 4 0 4

22 Yes Travel_Rarely 1294 Research & Development 8 1 Medical 1

3 Female 79 3 1 Laboratory Technician 1 Married

1 Y Yes 17 3 3 80 0 1 6 3 1 0 0 0

31 No Travel_Rarely 196 Sales 29 4 Marketing 1

1 Female 91 2 2 Sales Executive 4 Married

13402 1 Y No 14 3 1 80 2 13 3 3 12 7 5 7

51 No Travel_Rarely 942 Research & Development 3 3 Technical Degree 1 1786 1 Female 53 3 3 Manager 3 Married

2 Y No 11 3 4 80 0 15 2 3 2 2 2 2

37 No Travel_Rarely 589 Sales 9 2 Marketing 1

2 Male 46 2 2 Sales Executive 2 Married

1 Y No 14 3 1 80 2 5 2 3 5 2 0 3

46 No Travel_Rarely 734 Research & Development 2 4 Medical 1

3 Male 46 3 5 Research Director 4 Divorced

8

7 Y Yes 17 3 3 80 1 24 3 3 2 1 2 2

36 No Travel_Rarely 1383 Research & Development 10 3 Life Sciences 1

4 Male 90 3 3 Healthcare Representative 1 Married

7 Y Yes 13 3 4 80 1 15 1 3 12 8 5 7

44 Yes Travel_Frequently 429 Research & Development 1 2 Medical 1 1792 3 Male 99 3 1 Research Scientist 2 Divorced 2342

1 Y Yes 12 3 3 80 3 6 2 2 5 3 2 3

37 No Travel_Rarely 1239 Human Resources 8 2 Other 1 1794 3 Male 89 3 2 Human Resources 2 Divorced

2 Y No 13 3 3 80 0 19 4 2 10 0 4 7

35 Yes Travel_Rarely 303 Sales 27 3 Life Sciences 1 1797 3 Male 84 3 2 Sales Executive 4 Single 5813

1 Y Yes 18 3 4 80 0 10 2 3 10 7 7 7

33 No Travel_Rarely 867 Research & Development 8 4 Life Sciences 1

4 Male 90 4 1 Research Scientist 1 Married

6076 6 Y No 19 3 2 80 1 14 1 3 10 8 7 6

28 No Travel_Rarely

Research & Development 1 3 Life Sciences 1

3 Male 82 3 1 Research Scientist 4 Married 2044

1 Y No 11 3 3 80 1 5 6 4 5 3 0 3

39 No Travel_Rarely 1253 Research & Development 10 1 Medical 1

3 Male 65 3 3 Research Director 3 Single

7 Y No 21 4 3 80 0 9 3 3 4 3 2 2

46 No Non-Travel 849 Sales 26 2 Life Sciences 1 1801 2 Male 98 2 2 Sales Executive 2 Single

8 Y No 15 3 3 80 0 6 3 3 2 2 2 2

40 No Travel_Rarely 616 Research & Development 2 2 Life Sciences 1

3 Female 99 3 1 Laboratory Technician 1 Married

4 Y No 17 3 4 80 1 7 5 2 4 3 0 2

42 No Travel_Rarely 1128 Research & Development 13 3 Medical 1

2 Male 95 4 2 Healthcare Representative 1 Married

5 Y No 18 3 3 80 2 10 2 2 0 0 0 0

35 No Non-Travel 1180 Research & Development 2 2 Medical 1

2 Male 90 3 2 Manufacturing Director 4 Divorced

2 Y No 14 3 3 80 1 15 6 3 7 7 1 7

38 No Non-Travel 1336 Human Resources 2 3 Human Resources 1

1 Male 100 3 1 Human Resources 2 Divorced 2592

5 Y No 13 3 4 80 3 13 3 3 11 10 3 8

34 Yes Travel_Frequently 234 Research & Development 9 4 Life Sciences 1

4 Male 93 3 2 Laboratory Technician 1 Married 5346

4 Y No 17 3 3 80 1 11 3 2 7 1 0 7

37 Yes Travel_Rarely 370 Research & Development 10 4 Medical 1

4 Male 58 3 2 Manufacturing Director 1 Single

1 Y No 15 3 2 80 0 10 4 1 10 3 0 8

39 No Travel_Frequently 766 Sales 20 3 Life Sciences 1

3 Male 83 3 2 Sales Executive 4 Divorced

2 Y No 18 3 4 80 1 7 6 3 2 1 2 2

43 No Non-Travel 343 Research & Development 9 3 Life Sciences 1 1813 1 Male 52 3 1 Research Scientist 3 Single

4 Y No 13 3 3 80 0 7 2 2 3 2 1 2

41 No Travel_Rarely 447 Research & Development 5 3 Life Sciences 1

2 Male 85 4 2 Healthcare Representative 2 Single

3 Y No 12 3 1 80 0 11 3 1 3 2 1 2

41 No Travel_Rarely 796 Sales 4 1 Marketing 1 1815 3 Female 81 3 3 Sales Executive 3 Divorced

0 Y Yes 13 3 4 80 1 23 3 4 22 14 13 5

30 No Travel_Rarely 1092 Research & Development 10 3 Medical 1 1816 1 Female 64 3 3 Manufacturing Director 3 Single

9 Y No 14 3 2 80 0 9 3 3 7 7 0 2

26 Yes Travel_Rarely 920 Human Resources 20 2 Medical 1

4 Female 69 3 1 Human Resources 2 Married

0 Y Yes 11 3 3 80 0 6 3 3 5 1 1 4

46 Yes Travel_Rarely 261 Research & Development 21 2 Medical 1 1821 4 Female 66 3 2 Healthcare Representative 2 Married

4 Y No 22 4 4 80 1 13 2 4 9 7 3 7

40 No Travel_Rarely

Research & Development 1 3 Life Sciences 1

3 Female 52 3 2 Healthcare Representative 4 Divorced

4 Y No 17 3 4 80 1 12 3 3 5 3 0 3

34 No Travel_Rarely 810 Sales 8 2 Technical Degree 1 1823 2 Male 92 4 2 Sales Executive 3 Married 6799

1 Y No 21 4 3 80 2 10 5 3 10 8 4 8

58 No Non-Travel 350 Sales 2 3 Medical 1

2 Male 52 3 4 Manager 2 Divorced

4 Y No 22 4 4 80 1 37 0 2 16 9 14 14

35 No Travel_Rarely 185 Research & Development 23 4 Medical 1 1826 2 Male 91 1 1 Laboratory Technician 3 Married

0 Y No 16 3 2 80 1 6 2 4 5 4 0 3

47 No Travel_Rarely 1001 Research & Development 4 3 Life Sciences 1 1827 3 Female 92 2 3 Manufacturing Director 2 Divorced 10333

8 Y Yes 12 3 3 80 1 28 4 3 22 11 14 10

40 No Travel_Rarely 750 Research & Development 12 3 Life Sciences 1 1829 2 Female 47 3 2 Healthcare Representative 1 Divorced

10748 2 Y No 12 3 2 80 1 15 3 3 7 4 7 7

54 No Travel_Rarely 431 Research & Development 7 4 Medical 1 1830 4 Female 68 3 2 Research Scientist 4 Married

4 Y No 15 3 2 80 1 14 2 2 7 1 1 7

31 No Travel_Frequently 1125 Sales 7 4 Marketing 1 1833 1 Female 68 3 3 Sales Executive 1 Married

2 Y No 14 3 4 80 2 9 3 3 3 2 2 2

28 No Travel_Rarely 1217 Research & Development 1 3 Medical 1

3 Female 67 3 1 Research Scientist 1 Married

1 Y No 25 4 3 80 1 3 3 3 3 2 1 2

38 No Travel_Rarely 723 Sales 2 4 Marketing 1

2 Female 77 1 2 Sales Representative 4 Married 5405 4244 2 Y Yes 20 4 1 80 2 20 4 2 4 2 0 3

26 No Travel_Rarely 572 Sales 10 3 Medical 1 1836 3 Male 46 3 2 Sales Executive 4 Single

1 Y No 13 3 1 80 0 5 4 3 5 3 1 2

58 No Travel_Frequently 1216 Research & Development 15 4 Life Sciences 1

1 Male 87 3 4 Research Director 3 Married

2 Y Yes 14 3 2 80 0 23 3 3 2 2 2 2

18 No Non-Travel 1431 Research & Development 14 3 Medical 1 1839 2 Female 33 3 1 Research Scientist 3 Single 1514

1 Y No 16 3 3 80 0 0 4 1 0 0 0 0

31 Yes Travel_Rarely 359 Human Resources 18 5 Human Resources 1 1842 4 Male 89 4 1 Human Resources 1 Married

0 Y No 17 3 3 80 0 2 4 3 1 0 0 0

29 Yes Travel_Rarely 350 Human Resources 13 3 Human Resources 1

1 Male 56 2 1 Human Resources 1 Divorced

4 Y Yes 15 3 4 80 3 4 3 3 2 2 2 0

45 No Non-Travel 589 Sales 2 4 Life Sciences 1

3 Female 67 3 2 Sales Executive 3 Married

5

4 Y No 22 4 2 80 2 10 3 4 8 7 5 7

36 No Travel_Rarely 430 Research & Development 2 4 Other 1

4 Female 73 3 2 Research Scientist 2 Married

4 Y Yes 22 4 4 80 1 15 2 3 1 0 0 0

43 No Travel_Frequently 1422 Sales 2 4 Life Sciences 1

1 Male 92 3 2 Sales Executive 4 Married

19246 1 Y No 20 4 3 80 1 7 5 3 7 7 7 7

27 No Travel_Frequently 1297 Research & Development 5 2 Life Sciences 1

4 Female 53 3 1 Laboratory Technician 4 Single

6

0 Y Yes 14 3 3 80 0 6 3 2 5 4 0 2

29 No Travel_Frequently 574 Research & Development 20 1 Medical 1

4 Male 40 3 1 Laboratory Technician 4 Married

1 Y No 13 3 2 80 0 11 3 4 11 8 3 10

32 No Travel_Frequently 1318 Sales 10 4 Marketing 1

4 Male 79 3 2 Sales Executive 4 Single

8 Y No 13 3 3 80 0 4 2 4 0 0 0 0

42 No Non-Travel 355 Research & Development 10 4 Technical Degree 1

3 Male 38 3 1 Research Scientist 3 Married 2936

3 Y No 22 4 2 80 2 10 1 2 6 3 3 3

47 No Travel_Rarely 207 Research & Development 9 4 Life Sciences 1

2 Female 64 3 1 Laboratory Technician 3 Single 2105 5411 4 Y No 12 3 3 80 0 7 2 3 2 2 2 0

46 No Travel_Rarely 706 Research & Development 2 2 Life Sciences 1 1857 4 Male 82 3 3 Manufacturing Director 4 Divorced

3 Y No 14 3 3 80 1 12 4 2 9 8 4 7

28 No Non-Travel 280 Human Resources 1 2 Life Sciences 1

3 Male 43 3 1 Human Resources 4 Divorced 2706 10494 1 Y No 15 3 2 80 1 3 2 3 3 2 2 2

29 No Travel_Rarely 726 Research & Development 29 1 Life Sciences 1 1859 4 Male 93 1 2 Healthcare Representative 3 Divorced

8 Y No 17 3 4 80 2 11 3 3 7 0 1 6

42 No Travel_Rarely 1142 Research & Development 8 3 Life Sciences 1

4 Male 81 3 1 Laboratory Technician 3 Single

4 Y No 13 3 4 80 0 8 3 3 0 0 0 0

32 Yes Travel_Rarely 414 Sales 2 4 Marketing 1 1862 3 Male 82 2 2 Sales Executive 2 Single

7 Y Yes 12 3 3 80 0 7 3 2 2 2 2 2

46 No Travel_Rarely 1319 Sales 3 3 Technical Degree 1

1 Female 45 4 4 Sales Executive 1 Divorced

2 Y No 12 3 4 80 1 25 5 3 19 17 2 8

27 No Travel_Rarely 728 Sales 23 1 Medical 1 1864 2 Female 36 2 2 Sales Representative 3 Married

1 Y No 21 4 4 80 1 9 5 3 9 8 5 8

29 No Travel_Rarely 352 Human Resources 6 1 Medical 1 1865 4 Male 87 2 1 Human Resources 2 Married

1 Y No 11 3 4 80 0 1 3 3 1 0 0 0

43 No Travel_Rarely 823 Research & Development 6 3 Medical 1

1 Female 81 2 5 Manager 3 Married

2

7 Y No 13 3 4 80 0 21 2 3 16 12 6 14

48 No Travel_Rarely 1224 Research & Development 10 3 Life Sciences 1

4 Male 91 2 5 Research Director 2 Married 19665

4 Y No 12 3 4 80 0 29 3 3 22 10 12 9

29 Yes Travel_Frequently 459 Research & Development 24 2 Life Sciences 1 1868 4 Male 73 2 1 Research Scientist 4 Single

1 Y Yes 24 4 2 80 0 1 3 2 1 0 1 0

46 Yes Travel_Rarely 1254 Sales 10 3 Life Sciences 1

3 Female 64 3 3 Sales Executive 2 Married

5 Y No 21 4 3 80 3 14 2 3 8 7 0 7

27 No Travel_Frequently 1131 Research & Development 15 3 Life Sciences 1 1870 4 Female 77 2 1 Research Scientist 1 Married

0 Y No 19 3 4 80 1 8 2 2 7 6 7 3

39 No Travel_Rarely 835 Research & Development 19 4 Other 1 1871 4 Male 41 3 2 Research Scientist 4 Divorced

8 Y No 14 3 2 80 3 7 2 3 2 2 2 2

55 No Travel_Rarely 836 Research & Development 2 4 Technical Degree 1 1873 2 Male 98 2 1 Research Scientist 4 Married

8 Y No 20 4 2 80 1 19 2 4 5 2 0 4

28 No Travel_Rarely 1172 Sales 3 3 Medical 1

2 Female 78 3 1 Sales Representative 2 Married

3692 1 Y No 19 3 4 80 1 1 3 3 1 0 0 0

30 Yes Travel_Rarely 945 Sales 9 3 Medical 1 1876 2 Male 89 3 1 Sales Representative 4 Single 1081

1 Y No 13 3 3 80 0 1 3 2 1 0 0 0

22 Yes Travel_Rarely 391 Research & Development 7 1 Life Sciences 1 1878 4 Male 75 3 1 Research Scientist 2 Single

1 Y Yes 23 4 1 80 0 1 2 3 1 0 0 0

36 No Travel_Rarely

Sales 10 4 Technical Degree 1

2 Female 63 2 2 Sales Executive 3 Married

1 Y Yes 13 3 1 80 1 10 4 3 10 9 1 7

31 No Travel_Rarely 311 Research & Development 20 3 Life Sciences 1

2 Male 89 3 2 Laboratory Technician 3 Divorced 4197

1 Y No 11 3 1 80 1 10 2 3 10 8 0 2

34 No Travel_Rarely 1480 Sales 4 3 Life Sciences 1 1882 3 Male 64 3 3 Sales Executive 4 Married

2 Y Yes 13 3 4 80 3 9 3 3 5 3 1 0

29 No Travel_Rarely 592 Research & Development 7 3 Life Sciences 1 1883 4 Male 59 3 1 Laboratory Technician 1 Single 2062

4

3 Y No 14 3 2 80 0 11 2 3 3 2 1 2

37 No Travel_Rarely 783 Research & Development 7 4 Medical 1

4 Male 78 3 2 Research Scientist 1 Married 4284

5 Y Yes 22 4 3 80 1 16 2 3 5 3 0 4

35 No Travel_Rarely 219 Research & Development 16 2 Other 1 1886 4 Female 44 2 2 Manufacturing Director 2 Married

0 Y Yes 11 3 4 80 0 4 2 3 3 2 0 2

45 No Travel_Rarely 556 Research & Development 25 2 Life Sciences 1

2 Female 93 2 2 Manufacturing Director 4 Married

0 Y No 13 3 4 80 2 10 2 2 9 8 3 8

36 No Travel_Frequently

Human Resources 2 1 Human Resources 1

2 Male 94 2 2 Human Resources 4 Single

4223 1 Y No 21 4 4 80 0 10 2 2 10 1 0 8

40 No Travel_Rarely 1137 Research & Development 1 4 Life Sciences 1

1 Male 98 3 4 Manager 1 Divorced

2 Y No 11 3 1 80 1 22 3 3 19 7 11 16

26 No Travel_Rarely 482 Research & Development 1 2 Life Sciences 1

2 Female 90 2 1 Research Scientist 3 Married

1 Y Yes 13 3 3 80 1 1 3 2 1 0 1 0

27 No Travel_Rarely 511 Sales 2 2 Medical 1

1 Female 89 4 2 Sales Executive 3 Single 6500

0 Y No 14 3 2 80 0 9 5 2 8 7 0 7

48 No Travel_Frequently 117 Research & Development 22 3 Medical 1 1900 4 Female 58 3 4 Manager 4 Divorced

2437 3 Y No 11 3 2 80 1 24 3 3 22 17 4 7

44 No Travel_Rarely 170 Research & Development 1 4 Life Sciences 1 1903 2 Male 78 4 2 Healthcare Representative 1 Married 5033

2 Y No 15 3 4 80 1 10 5 3 2 0 2 2

34 Yes Non-Travel 967 Research & Development 16 4 Technical Degree 1

4 Male 85 1 1 Research Scientist 1 Married 2307

1 Y Yes 23 4 2 80 1 5 2 3 5 2 3 0

56 Yes Travel_Rarely 1162 Research & Development 24 2 Life Sciences 1

1 Male 97 3 1 Laboratory Technician 4 Single 2587

1 Y No 16 3 4 80 0 5 3 3 4 2 1 0

36 No Travel_Rarely 335 Sales 17 2 Marketing 1 1908 3 Male 33 2 2 Sales Executive 2 Married

2 Y No 16 3 3 80 2 12 1 1 4 2 1 3

41 No Travel_Rarely 337 Sales 8 3 Marketing 1

3 Female 54 3 2 Sales Executive 2 Married

5 Y No 21 4 3 80 1 14 3 3 5 4 1 4

42 No Travel_Rarely 1396 Research & Development 6 3 Medical 1

3 Male 83 3 3 Research Director 1 Married

9 Y No 13 3 2 80 1 18 3 4 13 7 5 7

31 No Travel_Rarely 1079 Sales 10 2 Medical 1 1912 3 Female 86 3 2 Sales Executive 4 Divorced

2 Y Yes 11 3 4 80 1 8 2 3 5 2 1 4

34 No Travel_Rarely 735 Sales 3 1 Medical 1

4 Female 75 2 2 Sales Executive 4 Married 8103

3 Y Yes 12 3 3 80 0 9 3 2 4 2 0 1

31 No Travel_Rarely 471 Research & Development 4 3 Medical 1 1916 1 Female 62 4 1 Laboratory Technician 3 Divorced 3978

8 Y No 12 3 2 80 1 4 0 2 2 2 2 2

26 No Travel_Frequently 1096 Research & Development 6 3 Other 1 1918 3 Male 61 4 1 Laboratory Technician 4 Married

0 Y No 18 3 1 80 1 8 3 3 7 7 7 7

45 No Travel_Frequently 1297 Research & Development 1 4 Medical 1 1922 2 Male 44 3 2 Healthcare Representative 3 Single

4 Y No 12 3 3 80 0 12 3 3 4 2 0 3

33 No Travel_Rarely 217 Sales 10 4 Marketing 1 1924 2 Male 43 3 2 Sales Executive 3 Single

1 Y No 14 3 2 80 0 10 2 2 10 4 0 9

28 No Travel_Frequently 783 Sales 1 2 Life Sciences 1 1927 3 Male 42 2 2 Sales Executive 4 Married

1 Y Yes 12 3 3 80 1 7 2 3 7 7 0 7

29 Yes Travel_Frequently 746 Sales 24 3 Technical Degree 1

3 Male 45 4 1 Sales Representative 1 Single 1091

2

1 Y No 17 3 4 80 0 1 3 3 1 0 0 0

39 No Non-Travel 1251 Sales 21 4 Life Sciences 1 1929 1 Female 32 1 2 Sales Executive 3 Married

6 Y No 19 3 3 80 1 10 1 3 3 2 1 2

27 No Travel_Rarely 1354 Research & Development 2 4 Technical Degree 1

2 Male 41 3 1 Research Scientist 2 Married 2226

1 Y No 11 3 3 80 1 6 3 2 5 3 1 2

34 No Travel_Frequently 735 Research & Development 22 4 Other 1 1932 3 Male 86 2 2 Research Scientist 4 Married 5747

1 Y Yes 15 3 2 80 0 16 3 3 15 10 6 11

28 Yes Travel_Rarely 1475 Sales 13 2 Marketing 1 1933 4 Female 84 3 2 Sales Executive 3 Single

3 Y Yes 11 3 4 80 0 6 0 3 2 0 2 2

47 No Non-Travel 1169 Research & Development 14 4 Technical Degree 1 1934 3 Male 64 3 2 Research Scientist 2 Married 5467 2125 8 Y No 18 3 3 80 1 16 4 4 8 7 1 7
56 No Travel_Rarely 1443 Sales 11 5 Marketing 1

4 Female 89 2 2 Sales Executive 1 Married

8

4 Y No 16 3 3 80 1 6 3 3 0 0 0 0

39 No Travel_Rarely 867 Research & Development 9 2 Medical 1 1936 1 Male 87 3 2 Manufacturing Director 1 Married 5151

1 Y No 25 4 4 80 1 10 3 3 10 0 7 9

38 No Travel_Frequently 1394 Research & Development 8 3 Medical 1 1937 4 Female 58 2 2 Research Scientist 2 Divorced

1 Y Yes 16 3 3 80 1 20 3 3 20 11 0 7

58 No Travel_Rarely 605 Sales 21 3 Life Sciences 1 1938 4 Female 72 3 4 Manager 4 Married

4 Y Yes 13 3 3 80 1 29 2 2 1 0 0 0

32 Yes Travel_Frequently 238 Research & Development 5 2 Life Sciences 1 1939 1 Female 47 4 1 Research Scientist 3 Single

15318 3 Y Yes 14 3 1 80 0 8 2 3 4 1 0 3

38 No Travel_Rarely 1206 Research & Development 9 2 Life Sciences 1 1940 2 Male 71 3 1 Research Scientist 4 Divorced

2 Y No 19 3 4 80 2 10 0 4 5 2 0 3

49 No Travel_Frequently 1064 Research & Development 2 1 Life Sciences 1 1941 2 Male 42 3 5 Research Director 4 Married

3 Y No 15 3 4 80 0 28 3 3 5 4 4 3

42 No Travel_Rarely 419 Sales 12 4 Marketing 1 1943 2 Male 77 3 2 Sales Executive 4 Divorced

3 Y Yes 12 3 3 80 2 14 4 3 0 0 0 0

27 Yes Travel_Frequently

Human Resources 22 3 Human Resources 1

1 Female 58 2 1 Human Resources 2 Married

5

1 Y No 12 3 1 80 0 1 2 3 1 0 0 0

35 No Travel_Rarely 682 Sales 18 4 Medical 1

2 Male 71 3 2 Sales Executive 1 Married 5561

0 Y No 16 3 4 80 1 6 2 1 5 3 0 4

28 No Non-Travel 1103 Research & Development 16 3 Medical 1

3 Male 49 3 1 Research Scientist 3 Single 2144 2122 1 Y No 14 3 3 80 0 5 3 2 5 3 1 4

31 No Non-Travel 976 Research & Development 3 2 Medical 1

3 Male 48 3 1 Research Scientist 1 Divorced

1 Y Yes 13 3 4 80 1 4 3 4 4 2 2 3

36 No Non-Travel 1351 Research & Development 9 4 Life Sciences 1

1 Male 66 4 1 Laboratory Technician 2 Married

1 Y No 22 4 2 80 0 5 3 3 5 4 0 2

34 No Travel_Rarely 937 Sales 1 3 Marketing 1 1950 1 Male 32 3 3 Sales Executive 4 Single

1 Y No 21 4 1 80 0 14 3 2 14 8 2 1

34 No Travel_Rarely 1239 Sales 13 4 Medical 1 1951 4 Male 39 3 3 Sales Executive 3 Divorced

1 Y No 18 3 3 80 1 9 2 2 8 7 1 1

26 No Travel_Rarely 157 Research & Development 1 3 Medical 1

3 Male 95 3 1 Laboratory Technician 1 Single

0 Y No 13 3 4 80 0 8 6 2 7 7 7 6

29 No Travel_Rarely 136 Research & Development 1 3 Life Sciences 1

1 Male 89 3 2 Healthcare Representative 1 Married

0 Y No 12 3 1 80 1 6 5 2 5 3 0 2

32 No Non-Travel 1146 Research & Development 15 4 Medical 1 1955 3 Female 34 3 2 Healthcare Representative 4 Divorced

5 Y No 18 3 2 80 1 9 6 3 5 1 1 2

31 No Travel_Frequently 1125 Research & Development 1 3 Life Sciences 1 1956 4 Male 48 1 2 Research Scientist 1 Married 5003

1 Y No 21 4 2 80 0 10 6 3 10 8 8 7

28 Yes Travel_Rarely 1404 Research & Development 17 3 Technical Degree 1

3 Male 32 2 1 Laboratory Technician 4 Divorced 2367

5 Y No 12 3 1 80 1 6 2 2 4 1 0 3

38 No Travel_Rarely 1404 Sales 1 3 Life Sciences 1 1961 1 Male 59 2 1 Sales Representative 1 Single 2858

4 Y No 14 3 1 80 0 20 3 2 1 0 0 0

35 No Travel_Rarely 1224 Sales 7 4 Life Sciences 1 1962 3 Female 55 3 2 Sales Executive 4 Married 5204

1 Y Yes 11 3 4 80 0 10 2 3 10 8 0 9

27 No Travel_Rarely 954 Sales 9 3 Marketing 1 1965 4 Male 44 3 2 Sales Executive 4 Single

1 Y No 14 3 1 80 0 7 5 3 7 7 0 7

32 No Travel_Rarely 1373 Research & Development 5 4 Life Sciences 1 1966 4 Male 56 2 2 Manufacturing Director 4 Single 9679

8 Y No 24 4 2 80 0 8 1 3 1 0 0 0

31 Yes Travel_Frequently 754 Sales 26 4 Marketing 1

1 Male 63 3 2 Sales Executive 4 Married

1 Y Yes 11 3 3 80 0 10 4 3 10 7 0 8

53 Yes Travel_Rarely

Sales 24 4 Life Sciences 1

1 Male 66 3 3 Sales Executive 1 Single

6 Y Yes 13 3 2 80 0 15 2 2 2 2 2 2

54 No Travel_Rarely 155 Research & Development 9 2 Life Sciences 1

1 Female 67 3 2 Research Scientist 3 Married

3 Y No 11 3 3 80 2 9 6 2 4 3 2 3

33 No Travel_Frequently 1303 Research & Development 7 2 Life Sciences 1 1970 4 Male 36 3 2 Healthcare Representative 3 Divorced

1 Y No 20 4 3 80 3 9 2 3 9 7 2 8

43 No Travel_Rarely 574 Research & Development 11 3 Life Sciences 1 1971 1 Male 30 3 3 Healthcare Representative 3 Married

1 Y No 17 3 2 80 1 10 1 3 10 9 0 9

38 No Travel_Frequently

Human Resources 1 4 Other 1

4 Male 88 3 1 Human Resources 2 Married

0 Y Yes 11 3 2 80 1 7 2 3 6 2 1 2

55 No Travel_Rarely 189 Human Resources 26 4 Human Resources 1

3 Male 71 4 5 Manager 2 Married

4 Y Yes 18 3 1 80 1 35 0 3 10 9 1 4

31 No Travel_Rarely 1276 Research & Development 2 1 Medical 1 1974 4 Female 59 1 1 Laboratory Technician 4 Divorced

1 Y Yes 11 3 3 80 3 1 4 3 1 0 0 0

39 No Travel_Rarely 119 Sales 15 4 Marketing 1

2 Male 77 3 4 Sales Executive 1 Single

0 Y No 12 3 1 80 0 21 3 3 20 8 11 10

42 No Non-Travel 335 Research & Development 23 2 Life Sciences 1 1976 4 Male 37 2 2 Research Scientist 3 Single

1 Y No 12 3 4 80 0 20 2 3 20 9 3 7

31 No Non-Travel 697 Research & Development 10 3 Medical 1

3 Female 40 3 3 Research Director 3 Married

4 Y No 20 4 3 80 1 13 2 4 11 7 4 8

54 No Travel_Rarely 157 Research & Development 10 3 Medical 1 1980 3 Female 77 3 2 Manufacturing Director 1 Single 4440

6 Y Yes 19 3 4 80 0 9 3 3 5 2 1 4

24 No Travel_Rarely 771 Research & Development 1 2 Life Sciences 1 1981 2 Male 45 2 2 Healthcare Representative 3 Single

1 Y No 12 3 2 80 0 4 2 2 4 3 1 2

23 No Travel_Rarely 571 Research & Development 12 2 Other 1 1982 4 Male 78 3 1 Laboratory Technician 4 Single

1 Y No 13 3 3 80 0 5 6 4 5 2 1 4

40 No Travel_Frequently 692 Research & Development 11 3 Technical Degree 1 1985 4 Female 73 3 2 Laboratory Technician 3 Married

1 Y No 11 3 1 80 1 10 2 4 10 9 9 4

40 No Travel_Rarely 444 Sales 2 2 Marketing 1 1986 2 Female 92 3 2 Sales Executive 2 Married

4258 3 Y No 14 3 3 80 1 15 4 3 11 8 5 10

25 No Travel_Rarely 309 Human Resources 2 3 Human Resources 1

3 Female 82 3 1 Human Resources 2 Married 2187

4 Y No 14 3 3 80 0 6 3 3 2 0 1 2

30 No Travel_Rarely 911 Research & Development 1 2 Medical 1 1989 4 Male 76 3 1 Laboratory Technician 2 Married

1 Y No 13 3 3 80 0 12 6 2 12 8 1 7

25 No Travel_Rarely 977 Research & Development 2 1 Other 1 1992 4 Male 57 3 1 Laboratory Technician 3 Divorced

6 Y Yes 19 3 3 80 1 7 2 2 2 2 0 2

47 No Travel_Rarely 1180 Research & Development 25 3 Medical 1

1 Male 84 3 3 Healthcare Representative 3 Single

2 Y No 23 4 2 80 0 25 3 3 17 14 12 11

33 No Non-Travel 1313 Research & Development 1 2 Medical 1 1994 2 Male 59 2 1 Laboratory Technician 3 Divorced 2008

1 Y No 12 3 3 80 3 1 2 2 1 1 0 0

38 No Travel_Rarely 1321 Sales 1 4 Life Sciences 1

4 Male 86 3 2 Sales Executive 2 Married 4440

0 Y No 15 3 1 80 2 16 3 3 15 13 5 8

31 No Travel_Rarely 1154 Sales 2 2 Life Sciences 1 1996 1 Male 54 3 1 Sales Representative 3 Married

0 Y No 19 3 3 80 1 3 1 3 2 2 1 2

38 No Travel_Frequently 508 Research & Development 6 4 Life Sciences 1

1 Male 72 2 2 Manufacturing Director 3 Married

2 Y No 11 3 4 80 1 10 1 3 8 3 7 7

42 No Travel_Rarely 557 Research & Development 18 4 Life Sciences 1 1998 4 Male 35 3 2 Research Scientist 1 Divorced 5410

6 Y Yes 17 3 3 80 1 9 3 2 4 3 1 2

41 No Travel_Rarely 642 Research & Development 1 3 Life Sciences 1 1999 4 Male 76 3 1 Research Scientist 4 Married 2782

3 Y No 22 4 1 80 1 12 3 3 5 3 1 0

47 No Non-Travel 1162 Research & Development 1 1 Medical 1 2000 3 Female 98 3 3 Research Director 2 Married

0 Y No 18 3 1 80 2 14 3 1 13 8 5 12

35 No Travel_Rarely 1490 Research & Development 11 4 Medical 1

4 Male 43 3 1 Laboratory Technician 3 Married

7 Y Yes 11 3 3 80 1 5 3 3 2 2 2 2

22 No Travel_Rarely 581 Research & Development 1 2 Life Sciences 1 2007 4 Male 63 3 1 Research Scientist 3 Single

0 Y No 12 3 4 80 0 4 2 4 3 2 1 2

35 No Travel_Rarely 1395 Research & Development 9 4 Medical 1 2008 2 Male 48 3 2 Research Scientist 3 Single 5098

1 Y No 19 3 2 80 0 10 5 3 10 7 0 8

33 No Travel_Rarely 501 Research & Development 15 2 Medical 1

2 Female 95 3 2 Healthcare Representative 4 Married

0 Y Yes 13 3 1 80 1 10 6 3 9 7 8 1

32 No Travel_Rarely 267 Research & Development 29 4 Life Sciences 1 2010 3 Female 49 2 1 Laboratory Technician 2 Single

1 Y No 13 3 3 80 0 6 3 3 6 2 4 1

40 No Travel_Rarely 543 Research & Development 1 4 Life Sciences 1

1 Male 83 3 1 Laboratory Technician 4 Married

8 Y No 19 3 3 80 2 8 3 2 1 0 0 0

32 No Travel_Rarely 234 Sales 1 4 Medical 1 2013 2 Male 68 2 1 Sales Representative 2 Married

0 Y No 14 3 2 80 1 3 2 3 2 2 2 2

39 No Travel_Rarely 116 Research & Development 24 1 Life Sciences 1

1 Male 52 3 2 Research Scientist 4 Single

7 Y No 13 3 1 80 0 18 2 3 7 7 1 7

38 No Travel_Rarely 201 Research & Development 10 3 Medical 1 2015 2 Female 99 1 3 Research Director 3 Married

3376 3 Y No 12 3 1 80 1 20 3 3 18 16 1 11

32 No Travel_Rarely 801 Sales 1 4 Marketing 1 2016 3 Female 48 3 3 Sales Executive 4 Married

1 Y No 19 3 3 80 2 14 3 3 14 10 5 7

37 No Travel_Rarely 161 Research & Development 10 3 Life Sciences 1

3 Female 42 4 3 Research Director 4 Married

1 Y Yes 25 4 1 80 1 16 2 3 16 11 6 8

25 No Travel_Rarely 1382 Sales 8 2 Other 1 2018 1 Female 85 3 2 Sales Executive 3 Divorced

0 Y Yes 22 4 2 80 1 6 3 2 5 3 0 4

52 No Non-Travel 585 Sales 29 4 Life Sciences 1

1 Male 40 3 1 Sales Representative 4 Divorced

2 Y No 15 3 2 80 2 16 3 2 9 8 0 0

44 No Travel_Rarely 1037 Research & Development 1 3 Medical 1 2020 2 Male 42 3 1 Research Scientist 4 Single 2436

6 Y Yes 12 3 3 80 0 6 2 3 4 3 1 2

21 No Travel_Rarely 501 Sales 5 1 Medical 1 2021 3 Male 58 3 1 Sales Representative 1 Single 2380

1 Y Yes 11 3 4 80 0 2 6 3 2 2 1 2

39 No Non-Travel 105 Research & Development 9 3 Life Sciences 1 2022 4 Male 87 3 5 Manager 4 Single

2 Y No 13 3 3 80 0 21 3 2 6 0 1 3

23 Yes Travel_Frequently 638 Sales 9 3 Marketing 1 2023 4 Male 33 3 1 Sales Representative 1 Married 1790

1 Y No 19 3 1 80 1 1 3 2 1 0 1 0

36 No Travel_Rarely 557 Sales 3 3 Medical 1 2024 1 Female 94 2 3 Sales Executive 4 Married

0 Y No 19 3 3 80 2 10 2 3 9 7 3 4

36 No Travel_Frequently 688 Research & Development 4 2 Life Sciences 1 2025 4 Female 97 3 2 Manufacturing Director 2 Divorced

7 Y No 13 3 2 80 3 18 3 3 4 2 0 2

56 No Non-Travel 667 Research & Development 1 4 Life Sciences 1 2026 3 Male 57 3 2 Healthcare Representative 3 Divorced

1 Y No 21 4 1 80 1 13 2 2 13 12 1 9

29 Yes Travel_Rarely 1092 Research & Development 1 4 Medical 1

1 Male 36 3 1 Research Scientist 4 Married

9 Y Yes 14 3 2 80 3 4 3 4 2 2 2 2

42 No Travel_Rarely 300 Research & Development 2 3 Life Sciences 1 2031 1 Male 56 3 5 Manager 3 Married

5 Y No 11 3 1 80 0 24 2 2 22 6 4 14

56 Yes Travel_Rarely 310 Research & Development 7 2 Technical Degree 1 2032 4 Male 72 3 1 Laboratory Technician 3 Married 2339

8 Y No 11 3 4 80 1 14 4 1 10 9 9 8

41 No Travel_Rarely 582 Research & Development 28 4 Life Sciences 1

1 Female 60 2 4 Manufacturing Director 2 Married

0 Y No 23 4 3 80 1 21 3 3 20 7 0 10

34 No Travel_Rarely 704 Sales 28 3 Marketing 1

4 Female 95 2 2 Sales Executive 3 Married

1 Y No 21 4 4 80 2 8 2 3 8 7 1 7

36 No Non-Travel 301 Sales 15 4 Marketing 1 2036 4 Male 88 1 2 Sales Executive 4 Divorced

1 Y No 24 4 1 80 1 15 4 2 15 12 11 11

41 No Travel_Rarely 930 Sales 3 3 Life Sciences 1

3 Male 57 2 2 Sales Executive 2 Divorced

2 Y No 11 3 3 80 1 14 5 3 5 4 0 4

32 No Travel_Rarely 529 Research & Development 2 3 Technical Degree 1

4 Male 78 3 1 Research Scientist 1 Single 2439

1 Y No 14 3 4 80 0 4 4 3 4 2 1 2

35 No Travel_Rarely 1146 Human Resources 26 4 Life Sciences 1

3 Female 31 3 3 Human Resources 4 Single

1 Y Yes 16 3 3 80 0 9 2 3 9 0 1 7

38 No Travel_Rarely 345 Sales 10 2 Life Sciences 1

1 Female 100 3 2 Sales Executive 4 Married 5343

1 Y No 11 3 3 80 1 10 1 3 10 7 1 9

50 Yes Travel_Frequently 878 Sales 1 4 Life Sciences 1 2044 2 Male 94 3 2 Sales Executive 3 Divorced

7 Y No 12 3 4 80 2 12 3 3 6 3 0 1

36 No Travel_Rarely 1120 Sales 11 4 Marketing 1 2045 2 Female 100 2 2 Sales Executive 4 Married

4 Y No 13 3 1 80 1 8 2 2 6 3 0 0

45 No Travel_Rarely 374 Sales 20 3 Life Sciences 1 2046 4 Female 50 3 2 Sales Executive 3 Single

8 Y No 15 3 3 80 0 8 3 3 5 3 0 1

40 No Travel_Rarely 1322 Research & Development 2 4 Life Sciences 1 2048 3 Male 52 2 1 Research Scientist 3 Single

2725 2 Y No 14 3 4 80 0 8 2 3 2 2 2 2

35 No Travel_Frequently 1199 Research & Development 18 4 Life Sciences 1 2049 3 Male 80 3 2 Healthcare Representative 3 Married

1 Y Yes 14 3 4 80 2 10 2 4 10 2 0 2

40 No Travel_Rarely 1194 Research & Development 2 4 Medical 1

3 Female 98 3 1 Research Scientist 3 Married

2 Y No 14 3 2 80 3 20 2 3 5 3 0 2

35 No Travel_Rarely 287 Research & Development 1 4 Life Sciences 1 2052 3 Female 62 1 1 Research Scientist 4 Married

8952 1 Y No 12 3 4 80 1 4 5 3 4 3 1 1

29 No Travel_Rarely 1378 Research & Development 13 2 Other 1

4 Male 46 2 2 Laboratory Technician 2 Married 4025

4 Y Yes 13 3 1 80 1 10 2 3 4 3 0 3

29 No Travel_Rarely 468 Research & Development 28 4 Medical 1

4 Female 73 2 1 Research Scientist 1 Single

1 Y No 14 3 2 80 0 5 3 1 5 4 0 4

50 Yes Travel_Rarely 410 Sales 28 3 Marketing 1

4 Male 39 2 3 Sales Executive 1 Divorced

4 Y Yes 13 3 2 80 1 20 3 3 3 2 2 0

39 No Travel_Rarely 722 Sales 24 1 Marketing 1

2 Female 60 2 4 Sales Executive 4 Married

0 Y No 11 3 1 80 1 21 2 2 20 9 9 6

31 No Non-Travel 325 Research & Development 5 3 Medical 1

2 Male 74 3 2 Manufacturing Director 1 Single

0 Y No 19 3 2 80 0 10 2 3 9 4 1 7

26 No Travel_Rarely 1167 Sales 5 3 Other 1

4 Female 30 2 1 Sales Representative 3 Single

0 Y No 18 3 4 80 0 5 2 3 4 2 0 0

36 No Travel_Frequently 884 Research & Development 23 2 Medical 1 2061 3 Male 41 4 2 Laboratory Technician 4 Married 2571

4 Y No 17 3 3 80 1 17 3 3 5 2 0 3

39 No Travel_Rarely 613 Research & Development 6 1 Medical 1 2062 4 Male 42 2 3 Healthcare Representative 1 Married

4 Y No 15 3 1 80 1 9 5 3 7 7 1 7

27 No Travel_Rarely 155 Research & Development 4 3 Life Sciences 1 2064 2 Male 87 4 2 Manufacturing Director 2 Married 6142 5174 1 Y Yes 20 4 2 80 1 6 0 3 6 2 0 3
49 No Travel_Frequently 1023 Sales 2 3 Medical 1 2065 4 Male 63 2 2 Sales Executive 2 Married

2 Y No 14 3 4 80 0 17 3 2 9 6 0 8

34 No Travel_Rarely 628 Research & Development 8 3 Medical 1 2068 2 Male 82 4 2 Laboratory Technician 3 Married

2 Y No 12 3 1 80 0 6 3 4 4 3 1 2

Age Attrition BusinessTravel DailyRate Department DistanceFromHome Education EducationField EmployeeCount EmployeeNumber EnvironmentSatisfaction Gender HourlyRate JobInvolvement JobLevel JobRole JobSatisfaction MaritalStatus MonthlyIncome MonthlyRate NumCompaniesWorked Over

1 8 OverTime PercentSalaryHike PerformanceRating RelationshipSatisfaction StandardHours StockOptionLevel TotalWorking

Y TrainingTimesLastYear WorkLifeBalance YearsAtCompany YearsInCurrentRole YearsSinceLastPromotion YearsWithCurr

Manager
4 Yes Travel_Rarely 11 0 2 Sales Life Sciences Female 9 3 Sales Executive Single 5 93 1

94 7 80 6
49 No Travel_Frequently 27 Research & Development Male 61 Research Scientist Married 5

13 24 90 23 10
37 13

73 Other 92 Laboratory Technician 20 23

96 15
33 1

39 56 29 2

31 59
5

91 Medical 40 34 68 16 32 12
100 79 30 1

18 64
132 81 2

67 99
1

35 Divorced 26 1

333 22
38 21 44 Manufacturing Director 9

52 8

78
36 129 Healthcare Representative 523 16

57 17
809 14 84 2

42 16

47
1

53 4

19 126 82
6

70 291 1

51
13

46 2

66 87 58
28 103 50 202 1

294
138 9

98 101 95
334 3

298 150
Non-Travel 112 293 732
121 1

54 2

2021 25
3

71 45 394 43
673 401 8

232
1

218 Sales Representative 340 69 86
41 Research Director 11

994 2

1293
391 1232 192
699 83 29

60 17

102
128 190 107
1

125 72 3919 468
691 Marketing 48 682 2

117
4

77 10

248 2094
705 1

89 228
924 249 667
145 64

65 1

912
2

206 161
895 Technical Degree 208 335
813 2293 302
1

273 264 21

923
869 2

683 381
890 97 201 968
85 341 1

307
1

141 53

76 3

193
464 75 195 109
124 234 197
135 55 105
872 297
721 10

781
1

360 1

954 1

62
106 456 1003
408 3022 10

227
1

211 577 204
1229 63 226 489
626 538 1

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143 3

441 111
14

88 5

454 4009
1097 988 830
144 415 2

1

436
515 134 151
853 74 906 110
1

142 4014 160
655 591 9

528
1

115 599 2

689
427 6

162 10877
653 240 5456
989 1

874 167
1435 763 235
1

223 1009 820
836 147 19

730
119 6

499 22

656
133 9

724 1

878
664 2

194 586
318 338 2

177
1225 5

473 2

466
1

328 270 495
1082 250 18

775
548 622 7

346
303 2

200
746 442 2068
776 4

312 230
13

245 1

506
397 1

366 252
945 Human Resources 502 104
852 5126 159
1

214 2

859 262
10

239 180
573 532 1

571
1

153 432 1

773
140 7

260 2

169
541 113 2

322 9

518
116 207 18

725
288 4

152 158
669 118 9

619 1

359
530 1

350 1

411
632 120 544 8

423
1334 520 1

976
638 10673 314
1093 501 243
1

217 1354 2400
1

353 4

999 175
4

221 8863
131 1

387 2

440
2042 2

504
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364
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956 15

178
871 137 2

926 19

783
665 480 12

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1040 139 5

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585
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420 18

844 21

922
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817 9

755
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959
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280 2

889 268
534 287 2

378
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484 2

579
658 607 2288
148 1732 1387
1127 277 1

325
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505 1

500
1

189 7

428 1

450
11

631 561
1

467 154 9

738 22

952
155 283 256
16959 19

494
1312 261 2

231
750 614 1548
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684 1

953 6

462
617 20739
841 164 2368 233
165 10312 3

465
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675 26820
594 2523 19

299
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567 5

549
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174 920 6

645
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559 247
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650 251
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395 560 850
662 729 11

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666 376 11

849 1026
1158 377 2070 2613
6502 22

825
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1996 1

9100
382 605 19191
1479 6397 2

676
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584 2

1016
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388 455 2026
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1888 5906 23888
1213 1890 3886
1892 16823 18991
1893 2933 14908
1898 26997
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1907 10261
5507 16822
1909 4393 26841
1911 13348 14842
6583 20115
1915 16495
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5399 14511
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6834 19255
1928 1064
5736 3987
1931 6073
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1935 5380 2032
12315
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17875 11761
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1337 1944 2863 1955
1945 15975
1947
1948 3065 3995
1949 2810 9238
9888 6770
8628 22914
1952 2867 20006
1954 5373 6225
6667 16542
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1960 18779
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1168 1968 10448 5843
1969 2897 22474
5968 18079
7510 16873
1444 1972 2991 5224
1973 19636 25811
1129 17536
1975 13341 2

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1979 11031 26862
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2647 13672
6323 26849
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1987 19655
3748 4077
3977 7298
1993 8633 13084
20439
1995 7636
3067 6393
1997 5321 14284
11189
21412
11957 17231
2003 2660 20232
3375 17624
18698
2009 4878 21653
2837 15919
2012 2406 4060
2269 18024
2014 4108 5340
13206
10422 24032
2017 13744 15471
4907 13684
2019 3482 19788
13422
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19431 15302
26956
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5131 9192
6306 26236
2027 4787 26124
18880 17312
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2055 10854 16586
2056 12031 8828
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