How To Code A Number Of Graphs (Pie Chart/Box Plot/Bar Charts/Stacked Bar Chart/Grouped Bar Chart) Using R Programming.

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How To Code A Number Of Graphs (Pie Chart/Box Plot/Bar Charts/Stacked Bar Chart/Grouped Bar Chart) Using R Programming.

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I need to create a number of graphs showing how factors influence PERFORMANCE in my dataset. Specifically, department and performance correlation, age and performance correlation.

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Age BusinessTravel Department DistanceFromHome Education EnvironmentSatisfaction Gender JobInvolvement JobLevel JobRotation FeedbackFromManager Mentoring JobRole MonthlyIncome MonthlyRate NumCompaniesWorked OverTime PercentSalaryHike RelationshipSatisfaction StockOptionLevel TotalWorkingYears Training WorkLifeBalance YearsAtCompany YearsInCurrentRole YearsSinceLastPromotion YearsWithCurrManager Performance 31 Travel_Frequently Research & Development 18 1 4 Female 3 2 1 L Y Manufacturing Director 5238 6670 2 No 20 4 0 9 N 2 5 4 1 4 34 29 Travel_Rarely Sales 23 3 2 Female 2 1 2 H N Sales Representative 2800 23522 9 Yes 19 3 3 5 N 3 3 2 0 2 49 54 Travel_Rarely Research & Development 13 2 1 Female 3 2 1 L Y Research and Design Specialists 2897 22474 5 No 11 3 2 9 Y 2 4 3 2 3 51 34 Travel_Rarely Sales 15 3 4 Male 1 2 4 H N Sales Executive 4759 15891 7 No 18 4 0 15 Y 3 13 9 3 12 80 468 38 Travel_Rarely Research & Development 8 3 3 Male 3 2 2 L N Manufacturing Director 4855 7653 5 No 11 1 2 7 Y 3 5 2 1 4 54 45 Non-Travel Production 3 2 4 Male 3 2 2 H N Machinists 3633 14039 5 Yes 15 3 1 9 N 3 9 8 0 8 46 35 Non-Travel Sales 14 2 3 Female 2 3 2 H N Sales Executive 10377 13755 4 Yes 11 2 1 16 Y 2 13 2 4 12 62 15.74474312 532 39 Non-Travel Production 10 3 3 Male 3 2 2 L N Machinists 6782 8770 7 No 15 3 0 9 N 2 5 4 0 3 49 53 Travel_Rarely Sales 4 4 1 Female 2 4 2 H N Manager 15427 22021 2 No 16 3 0 31 Y 3 25 8 3 7 68 37 Travel_Rarely Research & Development 22 4 4 Male 3 2 2 L N Manufacturing Director 4213 4992 1 No 15 2 0 10 N 1 10 3 0 8 17 54.219 35 Travel_Rarely Sales 9 1 4 Male 3 1 2 L N Sales Representative 2404 16192 3 No 13 1 1 1 N 3 1 0 0 0 42 32 Travel_Rarely Research & Development 15 2 3 Female 3 3 1 H N Research Director 11159 19373 1 No 15 4 0 10 Y 3 7 7 7 7 51 50 Travel_Rarely Research & Development 23 3 2 Female 2 2 3 L Y IT specialists 9375 10313 4 No 17 2 1 9 Y 1 2 6 1 2 54 38 Travel_Rarely Finance 6 3 1 Male 2 2 1 L Y Accountant 9967 10964 3 Yes 18 3 0 10 Y 2 5 4 1 5 67 24 Travel_Rarely Research & Development 6 3 3 Male 4 1 2 L N Research and Design Specialists 4401 17616 1 No 16 4 1 5 N 3 5 3 0 4 36 36 Travel_Frequently Production 24 2 4 Male 3 1 1 H N Machinists 2088 15062 4 No 12 3 0 13 Y 2 8 7 7 2 58 54 Travel_Rarely Finance 17 4 2 Female 2 2 2 L Y Accountant 9588 10547 2 Yes 15 2 0 5 Y 2 10 6 1 6 67 27 Travel_Frequently Research & Development 5 2 4 Male 3 3 2 H N Manufacturing Director 8793 4809 6 No 21 3 2 9 Y 2 9 7 1 7 62 48 Travel_Rarely Finance 24 4 1 Male 2 3 1 L Y Accountant 9382 10320 9 No 18 4 1 5 N 3 3 5 2 3 65 32 Travel_Rarely Production 10 4 3 Female 2 1 2 L Y Machinists 2837 15919 5 No 13 3 0 6 Y 3 6 2 4 1 59 26 Travel_Rarely Production 12 3 1 Male 1 1 1 L N Machinists 2293 10558 1 No 12 3 0 1 N 2 1 0 0 1 48 31 Travel_Frequently Production 10 3 3 Male 3 1 1 L Y Machinists 2610 6233 9 No 12 3 1 2 N 2 2 2 2 2 29 35 Travel_Rarely Research & Development 18 2 4 Female 2 2 2 L N Manufacturing Director 4788 25388 1 Yes 11 4 0 4 Y 3 3 2 0 2 50 48 Travel_Rarely Sales 2 4 3 Female 3 2 2 H Y Sales Executive 6439 13693 7 No 14 3 1 18 N 3 8 7 7 7 49 25 Travel_Rarely Sales 3 4 1 Male 3 5 1 H N IT specialists 5874 6461 7 Yes 18 2 1 9 N 1 10 4 3 7 50 36 Travel_Rarely Research & Development 25 2 4 Male 4 2 2 L N Customercare Representative 6842 26308 7 No 20 1 1 13 Y 3 5 4 0 4 68 52 Travel_Rarely Production 13 4 3 Female 3 1 1 L N Machinists 2950 17363 2 No 13 3 0 12 N 1 5 4 0 4 31 32 Travel_Rarely Sales 5 3 4 Male 1 3 2 L N Sales Executive 9610 3840 3 No 13 3 1 10 Y 1 4 3 0 2 53 34 Travel_Frequently Production 21 3 1 Male 1 2 2 L N Machinists 6074 22887 1 Yes 24 4 0 9 N 3 9 7 0 6 32 38 Travel_Rarely Research & Development 12 2 3 Male 2 3 2 L N Research Director 11510 15682 0 Yes 14 2 1 12 N 3 11 10 2 9 44 38 Travel_Rarely Production 17 2 4 Female 3 1 1 L N Machinists 3306 26176 2 No 19 4 1 7 Y 2 0 0 0 0 56 26 Travel_Frequently Sales 24 3 3 Male 2 2 2 L Y Sales Executive 4294 11148 7 No 12 2 0 7 Y 3 7 7 0 7 52 19 Travel_Rarely Research & Development 15 2 3 Male 3 1 1 H N Research and Design Specialists 2552 7172 3 No 25 3 0 1 N 3 1 1 0 0 37 44 Travel_Rarely Research & Development 7 2 3 Male 4 5 4 L Y Manager 19190 17477 6 No 14 4 2 26 Y 2 25 9 14 13 65 50 Travel_Rarely Production 13 3 1 Male 3 1 2 H Y Machinists 2380 20165 7 No 18 2 0 8 Y 3 1 0 0 0 78 32 Travel_Rarely IT_Suppport 2 3 1 Male 4 4 4 L N IT specialists 6861 7547 7 No 18 4 1 7 N 3 3 4 2 5 37 30 Travel_Rarely Research & Development 3 3 4 Male 3 1 2 L N Research and Design Specialists 3579 9369 2 Yes 21 1 1 12 N 3 11 9 5 7 49 34 Non-Travel Sales 18 4 2 Male 3 2 2 L N Sales Executive 4568 10034 0 No 20 3 0 10 N 3 9 5 8 7 42 43 Travel_Frequently Research & Development 23 3 3 Female 3 3 1 L N Manufacturing Director 10820 11535 9 No 11 3 1 18 N 3 8 7 0 1 38 33 Travel_Frequently Sales 22 4 3 Female 4 2 2 H Y Customercare Representative 5488 20161 4 Yes 13 1 1 6 Y 3 6 5 1 2 53 24 Travel_Rarely Sales 12 4 4 Female 3 2 2 L N Sales Executive 4260 5915 1 Yes 12 4 1 5 N 4 5 2 0 3 43 38 Travel_Rarely Sales 14 3 2 Male 2 1 4 H Y Sales Representative 2899 12102 8 No 19 4 1 3 Y 3 2 2 1 2 67 42 Travel_Rarely Research & Development 1 2 4 Male 3 4 4 H Y Manager 17665 14399 4 No 17 4 1 23 Y 3 22 6 13 7 69 25 Travel_Rarely Human Resources 25 3 3 Female 3 1 4 L Y Human Resources 2187 19655 6 No 14 3 0 6 Y 3 2 0 1 2 65 50 Travel_Rarely Finance 21 3 1 Female 2 3 1 L Y Accountant 8687 9556 2 No 15 4 1 5 N 1 8 5 3 2 67 55 Travel_Rarely Research & Development 9 4 2 Male 4 4 2 H Y Research Director 14732 12414 3 No 13 4 2 31 Y 4 7 7 0 0 66 26 Travel_Frequently Research & Development 21 1 3 Male 3 1 2 L N Research and Design Specialists 3102 6582 0 No 22 3 0 7 N 3 6 4 0 4 45 31 Travel_Rarely Sales 7 4 1 Male 3 3 2 L N Sales Executive 8161 19002 5 No 13 1 3 10 Y 3 1 0 0 0 57 50 Travel_Rarely Research & Development 1 4 2 Male 3 5 2 L Y Research Director 19237 12853 2 Yes 11 4 1 29 Y 2 8 1 7 7 78 34 Travel_Frequently Research & Development 4 4 3 Male 2 2 1 L N Research and Design Specialists 5747 26496 6 Yes 15 2 0 16 N 3 15 10 6 11 32 38 Non-Travel Research & Development 14 3 2 Female 1 2 3 L Y Research and Design Specialists 5329 15717 7 Yes 12 4 3 17 Y 3 13 11 1 9 33 29 Travel_Rarely Production 19 2 2 Female 2 1 2 L N Machinists 2319 6689 4 Yes 11 4 1 1 N 3 1 0 0 0 42 19 Travel_Rarely Sales 4 3 4 Male 2 1 1 H N Sales Representative 2121 9947 5 Yes 13 2 0 1 N 4 1 0 0 0 39 43 Travel_Rarely Research & Development 22 4 3 Female 3 2 2 H N Customercare Representative 4522 2227 4 Yes 14 4 0 8 Y 3 5 2 0 2 57 35 Travel_Frequently Sales 22 4 4 Male 3 2 1 L Y Sales Executive 4581 10414 8 Yes 24 1 0 13 N 4 11 9 6 7 29 31 Travel_Rarely IT_Suppport 14 4 1 Female 3 5 4 H Y IT specialists 6786 7465 7 Yes 20 4 1 10 Y 3 8 7 1 4 73 45 Non-Travel Production 8 2 3 Male 3 2 2 L Y Machinists 4447 23163 8 No 12 2 0 9 Y 2 9 7 0 8 52 30 Travel_Rarely Production 15 3 1 Female 2 2 2 L Y Machinists 4627 23631 8 No 12 1 1 10 Y 3 9 2 6 7 54 51 Travel_Rarely Finance 13 4 1 Female 3 3 1 H N Accountant 9741 10715 2 Yes 18 2 0 8 N 1 6 5 3 3 29 35 Travel_Rarely Sales 3 4 3 Female 3 2 2 L Y Sales Executive 5204 13586 2 Yes 11 4 0 10 Y 3 10 8 0 9 52 53 Travel_Rarely Sales 3 2 3 Male 3 4 4 H Y Manager 14852 13938 3 No 13 3 1 22 Y 4 17 13 15 2 97 25 Travel_Frequently Production 21 4 1 Male 3 1 1 L N Production Supervisors 5217 6260 5 No 19 3 0 7 N 2 8 5 1 2 31 40 Travel_Rarely Sales 2 4 1 Male 2 3 2 H Y Sales Executive 9705 20652 4 No 12 2 1 11 Y 2 1 0 0 0 62 18 Travel_Frequently Sales 9 3 2 Male 3 1 1 L N Sales Representative 1878 8059 1 Yes 14 4 0 0 N 3 0 0 0 0 39 34 Travel_Rarely Research & Development 6 4 2 Male 3 2 1 H N Research and Design Specialists 5484 13008 1 No 17 2 1 9 Y 2 2 2 2 1 56 39 Travel_Rarely Research & Development 11 1 1 Male 3 2 2 L N Research and Design Specialists 4108 5340 1 No 13 1 0 18 Y 3 7 7 1 7 50 26 Travel_Rarely Production 20 3 3 Male 1 1 1 L N Machinists 2340 23213 1 Yes 18 2 0 1 N 1 1 0 0 0 29 53 Travel_Rarely Research & Development 21 4 2 Male 4 3 1 L Y Customercare Representative 7005 3458 4 No 15 3 0 11 N 3 4 3 1 2 29 30 Travel_Rarely Production 18 2 4 Male 2 1 2 L N Machinists 2206 16117 1 No 13 1 0 10 Y 3 10 0 1 8 50 45 Travel_Rarely Production 14 4 4 Female 3 1 2 H Y Machinists 2270 11005 5 No 14 4 2 8 Y 3 5 3 0 2 68 46 Travel_Rarely Finance 13 4 1 Female 3 3 1 L Y Accountant 8100 8910 7 Yes 15 2 0 5 Y 2 2 5 2 5 60 33 Travel_Rarely Sales 7 4 1 Female 3 2 1 H N Sales Executive 8224 18385 9 Yes 17 1 0 6 N 3 5 2 0 3 35 30 Travel_Frequently Production 25 3 2 Male 3 3 3 L N Production Supervisors 5964 7157 9 Yes 18 2 1 5 N 3 7 3 2 6 34 21 Travel_Rarely Research & Development 9 1 4 Female 3 1 1 H N Research and Design Specialists 2693 8870 9 No 19 1 0 1 N 2 1 0 0 0 31 23 Travel_Rarely Production 13 1 3 Female 3 1 2 L N Machinists 3295 12862 9 No 13 3 0 3 Y 1 3 2 1 2 54 28 Travel_Frequently Production 16 3 4 Male 2 1 2 L Y Machinists 3867 14222 4 Yes 12 2 1 2 Y 3 2 2 2 2 72 55 Travel_Rarely Sales 4 4 1 Male 4 4 2 H N Sales Executive 13695 9277 4 Yes 17 3 0 24 N 2 19 7 3 8 48 25 Travel_Rarely Production 22 1 4 Male 3 1 1 H Y Machinists 3669 9075 5 No 11 3 3 7 N 2 3 2 1 2 35 24 Travel_Rarely Sales 13 1 1 Female 3 1 2 H N Sales Representative 3202 21972 1 Yes 16 2 0 6 Y 3 5 3 1 4 57 27 Travel_Frequently Sales 5 1 4 Female 4 2 2 H N Sales Executive 4647 16673 4 Yes 20 2 2 6 Y 3 6 5 0 4 59 29 Travel_Frequently Sales 17 3 3 Male 4 1 2 L N Sales Representative 1091 10642 6 No 17 4 0 1 N 3 1 0 0 0 36 37 Travel_Rarely Research & Development 6 4 3 Male 3 2 2 H N Manufacturing Director 4197 21123 2 Yes 12 4 0 18 Y 2 1 0 0 1 60 35 Travel_Rarely Production 3 3 4 Male 1 1 1 H N Machinists 4230 19225 0 No 15 3 0 6 Y 3 5 4 4 3 55 48 Travel_Rarely Finance 14 3 1 Male 2 2 2 L N Accountant 8065 8872 9 Yes 18 1 1 8 N 1 2 4 1 7 42 38 Travel_Rarely Finance 12 4 2 Female 3 3 1 H Y Accountant 6998 7698 5 No 19 2 1 7 Y 2 2 2 1 5 85 29 Travel_Rarely Sales 6 3 3 Male 2 2 2 L Y Sales Executive 5869 23413 7 No 11 3 0 8 Y 3 5 2 1 4 66 29 Travel_Rarely Research & Development 19 3 1 Female 3 1 3 L Y Research and Design Specialists 3760 5598 4 No 15 1 3 3 Y 3 3 2 1 2 75 36 Travel_Rarely Research & Development 4 3 3 Female 3 2 2 H Y Manufacturing Director 5228 23361 8 No 15 1 1 10 Y 3 9 7 0 5 60 33 Travel_Frequently Sales 6 1 2 Male 3 2 4 L N Sales Executive 9998 19293 9 No 13 1 0 8 Y 4 5 4 1 2 80 32 Travel_Rarely Production 18 4 1 Male 3 1 1 H N Machinists 2795 18016 7 Yes 24 3 0 1 N 1 1 0 0 1 23 27 Travel_Rarely Finance 9 4 2 Male 3 2 1 L Y Accountant 8980 9878 9 Yes 15 2 0 10 Y 3 10 4 1 6 62 29 Travel_Frequently Production 18 3 2 Female 3 2 1 L N Production Supervisors 5982 6580 6 No 18 2 1 6 Y 3 8 4 2 5 35 27 Non-Travel Research & Development 9 3 3 Male 2 1 1 H N Research and Design Specialists 2566 25326 1 Yes 15 4 1 1 Y 2 1 1 0 1 55 36 Travel_Rarely Production 17 3 1 Male 3 1 4 L Y Machinists 2013 10950 4 No 11 3 0 15 Y 3 4 3 1 3 74 43 Travel_Frequently Finance 2 4 1 Female 3 3 3 L N Accountant 8016 8818 3 No 17 1 0 7 N 3 2 4 3 7 29 37 Travel_Rarely Sales 16 2 2 Male 2 2 4 L Y Sales Executive 4189 8800 8 No 14 1 2 5 Y 3 5 2 0 3 79 41 Travel_Rarely Human Resources 1 3 4 Male 2 5 4 H N Manager 19189 19562 7 No 12 2 1 22 Y 3 22 7 2 10 65 29 Travel_Rarely Research & Development 2 4 3 Female 3 1 1 L N Research and Design Specialists 2514 26968 6 No 22 1 1 11 N 3 7 5 1 7 47 29 Travel_Rarely Research & Development 11 3 4 Female 2 1 2 L N Research and Design Specialists 2109 10007 9 No 13 3 1 1 N 3 1 0 0 0 49 34 Non-Travel Sales 1 3 1 Male 4 2 1 L N Sales Executive 5304 4652 8 Yes 13 2 0 9 N 2 5 2 0 4 39 36 Travel_Rarely Human Resources 23 3 3 Male 3 1 2 H Y Human Resources 2143 25527 2 No 13 2 1 8 Y 3 5 2 0 4 54 38 Travel_Frequently Production 19 3 1 Female 2 2 4 L N Production Supervisors 6648 7313 4 No 20 4 0 5 Y 2 6 5 2 5 36 40 Travel_Rarely Sales 19 4 2 Male 3 5 2 L Y Manager 19833 4349 8 No 14 2 0 21 Y 2 21 8 12 8 52 45 Travel_Rarely Human Resources 13 4 2 Male 3 1 1 L Y Human Resources 2177 8318 4 No 16 1 0 6 Y 3 6 3 0 4 55 40 Travel_Frequently Production 14 4 1 Female 2 4 1 L N Production Supervisors 6377 7015 2 Yes 18 4 0 6 N 1 10 7 2 7 39 25 Non-Travel Research & Development 14 2 2 Male 4 2 2 H N Customercare Representative 4000 18384 1 No 12 4 2 6 Y 3 6 3 1 5 60 26 Travel_Rarely Human Resources 15 2 4 Female 3 1 1 L N Human Resources 2148 6889 7 Yes 11 3 0 6 N 3 5 1 1 4 38 33 Travel_Rarely Research & Development 6 4 3 Female 2 1 2 L N Research and Design Specialists 2622 13248 6 No 21 4 0 7 N 3 3 2 1 1 48 35 Travel_Rarely Sales 18 3 3 Female 3 2 1 L N Sales Executive 4601 6179 6 No 16 2 0 5 N 3 5 2 1 0 40 31 Travel_Rarely Research & Development 15 3 3 Female 2 2 1 H Y Customercare Representative 6812 17198 3 No 19 2 0 10 N 3 10 9 1 8 28 25 Travel_Rarely Research & Development 3 1 1 Male 4 1 2 H Y Research and Design Specialists 3424 21632 7 No 13 3 0 6 Y 2 4 3 0 1 60 51 Travel_Frequently Sales 10 3 4 Male 3 5 2 H Y Manager 19847 19196 7 Yes 24 1 1 31 Y 2 29 10 11 10 70 56 Travel_Rarely Production 25 2 4 Male 3 1 2 L Y Machinists 2339 3666 8 No 11 4 1 14 Y 1 10 9 9 8 53 36 Travel_Rarely Sales 1 2 2 Male 3 2 3 H Y Sales Executive 6201 2823 5 Yes 14 4 1 18 Y 2 18 14 4 11 87 38 Travel_Rarely Sales 14 4 3 Male 2 3 2 L Y Sales Executive 8740 5569 7 Yes 14 2 2 9 Y 3 8 7 2 7 73 28 Travel_Rarely Finance 17 4 2 Female 2 3 3 L Y IT specialists 10351 11386 2 No 20 2 1 6 Y 1 6 7 2 2 59 40 Travel_Frequently Research & Development 7 4 3 Male 2 4 4 H N Customercare Representative 13503 14115 1 No 22 4 1 22 Y 2 22 3 11 11 69 34 Non-Travel Sales 24 3 4 Male 3 2 2 L N Sales Executive 4001 12313 7 Yes 14 3 1 15 Y 3 15 14 0 7 61 50 Travel_Rarely Research & Development 11 3 4 Female 3 4 2 L Y Research Director 16880 22422 6 Yes 11 2 0 25 N 3 3 2 1 2 45 37 Travel_Rarely Sales 11 4 4 Male 2 2 1 H Y Sales Executive 6334 24558 4 No 19 4 2 9 Y 3 1 0 0 0 56 49 Travel_Rarely Finance 16 4 2 Male 3 2 2 L N Accountant 9931 10924 9 No 16 4 0 6 N 1 5 6 3 3 28 30 Travel_Rarely Research & Development 5 3 3 Female 1 2 3 H N Manufacturing Director 6091 24793 2 No 20 3 0 11 Y 3 5 4 0 2 76 37 Travel_Rarely Research & Development 11 3 3 Female 4 3 1 L Y Research Director 13744 15471 7 Yes 25 1 1 16 Y 3 16 11 6 8 56 33 Travel_Rarely Research & Development 13 5 1 Female 4 4 4 H N Research Director 16184 22578 4 No 19 3 1 10 Y 3 6 1 0 5 64 26 Travel_Rarely Sales 23 3 4 Male 2 2 2 L N Sales Executive 5326 3064 5 No 17 3 0 6 N 2 4 3 1 2 41 35 Travel_Rarely Production 2 3 1 Female 3 1 1 H N Machinists 2074 26619 4 Yes 12 4 1 1 N 3 1 0 0 0 28 50 Travel_Rarely Research & Development 10 4 2 Male 2 4 1 L N Manager 17046 9314 0 No 15 2 1 28 N 3 27 10 15 7 34 34 Travel_Rarely Human Resources 7 2 3 Male 3 1 2 H Y Human Resources 3737 2243 9 No 19 3 1 4 Y 1 3 2 0 2 57 25 Travel_Rarely Production 4 1 4 Male 3 1 2 L Y Machinists 3977 7298 5 Yes 19 3 1 7 Y 2 2 2 0 2 66 34 Travel_Frequently Research & Development 2 1 4 Male 2 2 2 H Y Manufacturing Director 9547 14074 1 No 17 3 0 10 Y 2 10 9 1 9 77 29 Travel_Rarely Research & Development 3 4 4 Female 2 1 2 L N Research and Design Specialists 3785 8489 9 No 14 2 0 5 N 1 5 4 0 4 44 34 Travel_Rarely Sales 3 2 3 Female 3 2 1 H Y Sales Executive 6500 13305 2 No 17 2 1 6 Y 3 3 2 1 2 56 28 Travel_Rarely Research & Development 8 3 1 Male 2 1 4 L Y Research and Design Specialists 1563 12530 6 No 14 4 1 1 Y 1 1 0 0 0 67 24 Travel_Rarely Production 16 2 3 Male 2 1 2 L N Machinists 2296 10036 3 No 14 2 3 2 N 3 1 1 0 0 44 23 Travel_Rarely Production 2 2 4 Male 3 1 2 L Y Machinists 2647 13672 9 No 13 3 0 5 Y 4 5 2 1 4 62 56 Travel_Rarely Sales 22 5 4 Female 2 2 3 L Y Sales Executive 5380 20328 4 No 16 3 1 6 Y 3 0 0 0 0 83 44 Travel_Rarely Research & Development 22 2 2 Male 3 1 2 H Y Research and Design Specialists 2559 7508 9 Yes 13 4 0 8 Y 3 8 7 7 1 53 37 Travel_Rarely Human Resources 21 4 3 Male 3 1 2 L Y Human Resources 2073 23648 4 Yes 22 4 0 7 Y 3 3 2 0 2 33 24 Travel_Rarely Research & Development 10 3 2 Male 3 1 2 L N Research and Design Specialists 2293 3020 2 Yes 16 1 1 6 N 2 2 0 2 0 40 42 Travel_Rarely IT_Suppport 2 3 2 Male 2 3 1 L N IT specialists 5319 5851 5 Yes 18 3 0 9 N 3 3 5 2 2 28 40 Non-Travel Research & Development 23 2 3 Male 3 1 1 H N Research and Design Specialists 3544 8532 6 No 16 2 1 6 Y 3 4 2 0 0 56 32 Travel_Frequently Production 19 4 1 Male 3 2 4 H N Machinists 5309 21146 6 No 15 4 2 10 Y 3 10 8 4 7 63 39 Non-Travel Research & Development 12 2 3 Male 3 3 2 H Y Customercare Representative 10920 3449 9 No 21 2 1 13 N 3 6 4 0 5 41 50 Travel_Rarely IT_Suppport 17 4 1 Male 4 5 1 L N IT specialists 10492 11541 3 No 19 3 1 7 N 2 9 3 1 5 41 46 Non-Travel Research & Development 9 4 3 Female 3 2 2 L N Manufacturing Director 5258 16044 2 No 14 3 0 7 N 4 1 0 0 0 48 36 Travel_Rarely Production 3 2 4 Male 3 2 3 H N Machinists 5914 9945 8 No 16 4 0 16 Y 4 13 11 3 7 71 58 Travel_Rarely Sales 10 4 4 Male 3 4 2 L N Sales Executive 13872 24409 0 No 13 3 0 38 Y 2 37 10 1 8 33 28 Travel_Frequently Finance 24 3 2 Male 3 2 1 L N Accountant 8152 8967 2 No 17 4 1 7 N 1 3 5 3 5 40 37 Non-Travel Research & Development 25 4 1 Female 3 3 1 H N Research Director 13603 11677 2 Yes 18 1 2 15 Y 3 5 2 0 2 55 40 Non-Travel Sales 7 3 3 Male 1 3 2 L N Sales Executive 10932 11373 3 No 15 3 1 20 N 3 1 0 0 1 46 50 Travel_Rarely Finance 24 3 1 Female 2 3 1 L Y Accountant 8389 9228 4 Yes 18 1 1 9 N 2 8 3 3 2 53 39 Travel_Rarely IT_Suppport 13 4 2 Male 3 2 4 L N IT specialists 5717 6289 7 Yes 15 4 0 5 N 2 2 3 1 4 27 29 Travel_Rarely Research & Development 9 3 4 Male 3 1 1 L N Research and Design Specialists 2201 18168 9 No 16 4 0 6 N 3 3 2 1 2 40 35 Travel_Rarely Research & Development 24 1 3 Female 2 1 2 L N Research and Design Specialists 2559 17852 2 No 11 4 0 6 N 2 6 5 1 1 33 28 Travel_Rarely Finance 17 4 1 Female 3 2 3 H N Accountant 8716 9588 2 Yes 16 1 0 5 N 2 10 3 3 4 49 43 Travel_Frequently Research & Development 7 3 4 Female 3 2 4 L Y Customercare Representative 5562 21782 7 No 13 2 1 12 Y 2 5 2 2 2 67 44 Travel_Rarely Finance 8 3 2 Male 3 2 1 L Y Accountant 9945 10940 5 No 18 3 1 8 Y 3 9 5 1 4 71 41 Travel_Frequently Production 14 4 2 Male 2 1 3 L N Production Supervisors 6401 7041 7 No 17 1 0 9 Y 2 10 4 2 2 31 51 Travel_Rarely IT_Suppport 7 3 2 Male 2 3 2 H Y IT specialists 8169 8986 5 No 17 4 0 9 Y 3 6 6 2 7 57 27 Travel_Rarely Sales 12 2 1 Female 4 2 4 L Y Sales Executive 6500 26997 4 No 14 2 0 9 Y 2 8 7 0 7 63 34 Travel_Rarely Finance 14 4 2 Male 3 3 2 L N Accountant 9481 10429 5 No 16 4 0 10 N 2 4 7 2 6 46 47 Travel_Rarely Research & Development 3 4 1 Female 3 4 4 L Y Research Director 17169 26703 8 No 19 2 2 26 Y 4 20 17 5 6 67 24 Travel_Rarely Production 15 1 2 Male 3 1 2 L Y Machinists 2774 13257 0 No 12 3 1 6 Y 3 5 3 1 2 45 33 Travel_Rarely Finance 12 3 1 Female 2 2 1 L Y Accountant 8472 9319 6 Yes 18 2 0 7 N 1 8 6 1 5 77 18 Travel_Rarely Production 4 3 3 Male 3 1 2 L N Machinists 1420 25233 1 No 13 3 0 0 N 3 0 0 0 0 42 31 Travel_Rarely Sales 22 4 1 Female 2 2 2 L N Sales Executive 5468 13402 5 No 14 1 2 13 N 3 12 7 5 7 45 26 Travel_Rarely Sales 12 2 1 Male 3 2 1 L N Sales Executive 6272 7428 3 No 20 4 2 6 N 4 5 3 1 4 31 34 Travel_Rarely Finance 22 4 2 Female 2 2 2 L N Accountant 9513 10464 8 Yes 18 1 0 9 N 2 2 7 3 6 47 41 Travel_Rarely Production 17 4 3 Male 3 1 2 L Y Machinists 2289 20520 5 No 20 2 2 5 Y 3 5 3 0 4 68 51 Travel_Rarely Production 13 3 2 Male 3 4 4 L N Production Supervisors 5737 6311 8 No 18 3 0 6 Y 2 2 5 2 5 36 42 Travel_Rarely Finance 7 4 2 Male 3 3 4 H N Accountant 8546 9401 4 No 19 3 0 10 N 2 4 4 1 4 47 35 Travel_Frequently Research & Development 16 4 1 Male 2 1 2 L N Research and Design Specialists 4930 13970 1 Yes 14 3 0 6 Y 4 5 4 1 4 85 36 Non-Travel Production 17 4 1 Male 4 1 1 L Y Machinists 2810 9238 7 No 22 2 0 5 Y 3 5 4 0 2 58 44 Travel_Rarely Research & Development 3 3 4 Male 3 2 4 H Y Customercare Representative 5933 5197 3 No 12 4 0 10 Y 2 5 2 2 3 64 39 Travel_Frequently Sales 10 3 3 Male 3 2 2 L Y Sales Executive 4127 19188 9 No 18 4 1 7 Y 3 2 1 2 2 59 22 Travel_Rarely Production 3 1 2 Male 1 1 1 L Y Machinists 2451 6881 4 No 15 1 1 4 Y 2 4 3 1 1 58 39 Travel_Rarely Production 2 2 3 Male 2 2 2 L Y Machinists 3069 10302 7 No 15 4 1 11 Y 3 10 8 0 7 50 53 Travel_Rarely Finance 14 3 2 Male 3 3 2 L N Accountant 9596 10556 3 Yes 19 4 1 5 N 1 9 6 1 7 45 34 Non-Travel Research & Development 21 4 4 Male 1 1 2 L N Research and Design Specialists 2307 14460 5 Yes 23 2 1 5 N 3 5 2 3 0 11 32 Non-Travel Production 18 3 4 Male 3 1 2 L Y Machinists 2314 9148 8 No 12 2 1 4 Y 3 3 0 0 2 68 28 Travel_Rarely Finance 24 4 1 Female 3 3 2 L Y Accountant 8263 9089 6 Yes 19 2 1 10 Y 1 2 7 2 5 67 42 Travel_Frequently Research & Development 12 4 4 Female 2 2 2 L N Customercare Representative 4523 4386 0 No 11 4 3 7 N 4 6 5 0 4 19 49 Travel_Frequently Research & Development 4 1 3 Male 2 2 4 H N Research and Design Specialists 5130 24907 1 No 23 4 1 10 Y 3 10 7 1 7 79 24 Non-Travel Sales 19 2 4 Female 3 1 1 L N Sales Representative 2033 7103 9 No 13 3 1 1 Y 3 1 0 0 0 56 52 Travel_Rarely Sales 7 4 1 Male 2 3 1 H Y IT specialists 10266 11293 3 No 15 1 1 10 Y 3 3 2 1 2 70 52 Travel_Rarely Finance 14 4 2 Male 3 2 2 L Y Accountant 8719 9591 2 Yes 16 4 0 5 Y 3 6 6 1 7 73 26 Travel_Rarely Research & Development 13 2 2 Female 2 1 2 L Y Research and Design Specialists 2933 14908 3 Yes 13 3 1 1 Y 2 1 0 1 0 59 35 Travel_Frequently Sales 15 4 4 Female 3 2 2 L Y Sales Executive 4614 23288 1 Yes 18 3 1 5 N 2 4 2 3 2 42 39 Travel_Rarely Sales 19 4 4 Female 2 2 4 H N Sales Executive 5902 14590 4 No 14 3 1 17 Y 4 15 11 5 9 69 25 Travel_Rarely Finance 18 4 1 Male 3 2 2 L Y Accountant 8208 9029 5 No 16 2 0 7 Y 3 8 4 1 7 83 39 Travel_Rarely Research & Development 10 1 4 Female 2 4 2 L Y Manufacturing Director 12742 7060 6 No 16 3 1 21 Y 3 21 6 11 8 60 54 Travel_Rarely Research & Development 9 4 2 Male 2 5 3 L N IT specialists 8810 9691 9 Yes 20 1 0 5 N 2 5 6 3 2 42 25 Travel_Rarely Sales 21 3 2 Female 4 5 3 L Y IT specialists 6213 6834 8 No 20 2 0 7 Y 3 2 6 3 7 85 36 Travel_Frequently Research & Development 21 3 3 Male 3 1 1 L N Research and Design Specialists 3692 9256 3 No 12 3 0 12 N 2 11 10 0 7 47 47 Travel_Rarely Research & Development 18 2 3 Female 3 4 2 H Y Manager 16752 12982 4 Yes 11 3 1 26 Y 2 26 14 3 0 78 41 Travel_Frequently Research & Development 24 3 1 Male 3 5 4 L Y Research Director 19419 3735 4 No 17 2 1 21 Y 4 18 16 0 11 64 29 Travel_Rarely Research & Development 25 1 2 Female 1 1 2 L Y Research and Design Specialists 2168 26933 9 Yes 18 1 1 6 N 2 5 4 1 3 41 25 Travel_Rarely Production 14 1 4 Male 3 1 1 L N Machinists 3691 4605 2 Yes 15 2 1 7 N 4 7 7 5 6 28 42 Travel_Frequently Research & Development 10 3 2 Male 3 5 2 H Y Manager 18430 16225 3 No 13 2 1 24 Y 2 24 7 14 9 61 40 Travel_Frequently Research & Development 19 3 2 Female 3 2 2 L N Research and Design Specialists 5605 8504 1 No 11 1 1 20 N 3 20 7 2 13 44 38 Travel_Rarely Research & Development 3 1 3 Female 3 1 4 H N Research and Design Specialists 2619 14561 1 No 17 4 0 8 Y 2 0 0 0 0 64 34 Travel_Frequently Production 24 3 1 Male 3 4 2 L N Production Supervisors 7241 8689 9 Yes 17 1 0 8 Y 3 7 5 1 5 33 34 Travel_Rarely Sales 1 3 4 Male 3 2 2 H N Sales Executive 6274 18686 4 No 22 3 0 6 Y 3 6 5 1 4 59 42 Travel_Frequently Research & Development 24 5 1 Female 3 3 2 L N Research Director 13191 23281 5 Yes 17 3 0 20 Y 3 1 0 0 0 54 54 Travel_Frequently Research & Development 25 4 4 Female 3 3 2 L N Manufacturing Director 10502 9659 1 No 17 1 1 33 Y 1 5 4 1 4 66 32 Travel_Frequently Research & Development 23 3 1 Male 3 1 2 L Y Research and Design Specialists 3433 17360 9 No 13 1 1 10 Y 2 5 2 1 3 61 42 Travel_Frequently Production 18 2 2 Male 3 1 4 H N Machinists 2093 9260 4 No 17 4 1 8 Y 3 2 2 2 0 69 35 Travel_Rarely Sales 19 3 3 Male 3 2 1 L Y Sales Executive 5813 13492 3 Yes 18 4 0 10 N 3 10 7 7 7 38 35 Travel_Rarely Research & Development 13 4 4 Male 3 2 1 L N Manufacturing Director 6883 5151 7 No 16 2 1 17 N 3 7 7 0 7 26 32 Travel_Rarely Production 5 4 3 Female 3 2 3 H Y Manufacturing Director 6725 13554 7 No 12 3 1 8 Y 4 8 7 6 3 76 39 Travel_Rarely Research & Development 7 1 3 Male 3 4 2 L Y Manager 17068 5355 1 Yes 14 4 0 21 N 3 21 9 11 10 48 40 Travel_Rarely Finance 14 4 2 Male 3 2 2 L Y Accountant 8979 9877 9 Yes 18 2 0 8 Y 3 2 7 1 2 61 29 Travel_Frequently Sales 7 1 2 Female 3 3 2 H N Sales Executive 7918 6599 1 No 14 4 1 11 Y 3 11 10 4 1 66 51 Travel_Rarely Research & Development 16 3 3 Male 3 1 1 H Y Research and Design Specialists 2723 23231 1 No 11 2 0 1 Y 2 1 0 0 0 51 35 Travel_Rarely Human Resources 3 4 3 Female 3 3 1 L N Human Resources 8837 16642 8 Yes 16 3 0 9 N 3 9 0 1 7 29 28 Travel_Rarely Research & Development 8 1 3 Male 1 2 1 L N Manufacturing Director 6549 3173 3 No 14 2 2 8 N 2 8 6 1 7 39 36 Travel_Rarely Human Resources 20 3 1 Male 2 1 4 L Y Human Resources 2342 8635 8 No 21 3 0 6 Y 3 5 4 0 3 64 22 Non-Travel Production 24 2 4 Male 4 1 2 H N Machinists 2935 7324 1 Yes 13 2 2 1 Y 2 1 0 0 0 52 42 Travel_Rarely Production 18 3 2 Male 3 1 2 L N Machinists 2766 8952 9 No 22 2 3 7 Y 2 5 3 0 4 60 52 Travel_Rarely Research & Development 16 2 4 Male 3 4 2 H Y Manager 17099 13829 7 No 15 2 1 26 Y 2 9 8 7 8 77 32 Travel_Rarely Sales 4 4 3 Female 3 3 2 L Y Sales Executive 10422 24032 1 No 19 3 2 14 Y 3 14 10 5 7 70 43 Travel_Frequently Sales 19 4 1 Male 3 2 1 L N Sales Executive 5675 19246 3 No 20 3 1 7 Y 3 7 7 7 7 58 24 Travel_Rarely Sales 22 2 1 Female 3 2 1 H N Sales Executive 4577 24785 7 No 14 1 0 4 Y 3 2 2 2 0 55 46 Travel_Rarely Sales 25 3 3 Female 3 4 4 H N Manager 17048 24097 3 No 23 1 0 28 Y 3 26 15 15 9 79 49 Travel_Rarely Research & Development 14 2 1 Male 2 5 2 L Y Manager 18711 12124 6 No 13 3 1 23 Y 4 1 0 0 0 66 37 Non-Travel Research & Development 12 2 3 Male 2 2 4 L N Customercare Representative 5163 15850 5 No 14 4 1 17 Y 4 1 0 0 0 42 37 Travel_Rarely Finance 22 3 2 Male 3 3 3 L Y Accountant 9814 10795 7 Yes 17 1 1 5 Y 3 8 4 2 4 61 41 Travel_Rarely Sales 16 2 2 Female 3 1 1 L N Sales Representative 3140 21728 1 Yes 22 4 0 4 N 2 4 3 0 2 22 44 Travel_Rarely Human Resources 15 4 1 Female 2 2 1 H N Human Resources 5985 26894 7 No 11 2 0 10 Y 4 2 2 0 2 56 48 Travel_Rarely Research & Development 20 3 4 Male 3 3 4 L N Manufacturing Director 7898 18706 9 No 11 3 0 11 Y 3 10 9 0 8 63 54 Travel_Rarely Finance 4 3 1 Female 3 3 2 L Y Accountant 8453 9298 8 Yes 18 4 1 5 N 1 10 7 3 3 72 39 Non-Travel Research & Development 18 3 4 Male 3 5 2 L Y Manager 19431 15302 3 No 13 3 0 21 Y 2 6 0 1 3 52 38 Travel_Rarely Sales 19 4 4 Female 2 2 2 H N Sales Executive 4028 7791 4 No 20 1 0 8 Y 3 7 7 0 5 60 26 Non-Travel Sales 21 2 2 Male 1 2 1 H N Sales Executive 4969 21813 1 No 18 4 0 7 N 3 2 2 2 2 47 42 Travel_Rarely Research & Development 6 2 4 Female 2 2 2 H Y Manufacturing Director 6062 4051 3 Yes 13 4 1 8 Y 3 4 3 0 2 59 45 Travel_Rarely Sales 19 2 2 Male 1 2 2 H N Customercare Representative 6632 12388 3 No 13 1 0 9 Y 3 8 7 3 1 54 35 Travel_Rarely Sales 25 3 3 Male 3 3 1 H N Sales Executive 8020 5100 0 No 15 3 2 12 Y 2 11 9 6 9 58 37 Travel_Frequently Sales 16 4 3 Male 1 2 2 L Y Sales Executive 9525 7677 5 No 14 3 2 6 Y 2 6 3 1 3 73 48 Travel_Rarely Sales 15 3 1 Female 3 2 1 H Y IT specialists 8597 9457 1 No 16 2 1 10 Y 1 10 6 3 4 80 29 Travel_Rarely Research & Development 3 4 1 Male 3 1 2 L N Research and Design Specialists 4787 26124 7 Yes 14 2 3 4 N 4 2 2 2 2 41 42 Travel_Rarely Sales 22 2 3 Female 2 2 4 L Y Sales Executive 6244 7824 2 No 17 1 0 10 Y 3 5 4 0 3 69 36 Travel_Frequently Production 7 4 1 Male 4 2 3 L N Machinists 5562 19711 1 Yes 13 4 1 9 Y 3 3 2 0 2 83 36 Travel_Rarely Sales 13 2 3 Male 2 2 1 L N Sales Executive 5507 16822 2 No 16 3 2 12 N 1 4 2 1 3 40 44 Travel_Rarely Research & Development 22 3 2 Female 3 5 4 L Y Research Director 19049 3549 9 Yes 14 4 1 23 Y 2 22 7 1 10 64 56 Travel_Rarely Research & Development 8 3 3 Male 3 4 4 H N Customercare Representative 11103 20420 4 No 11 3 0 30 Y 2 10 7 1 1 69 27 Travel_Rarely Research & Development 24 3 3 Female 3 1 2 H N Research and Design Specialists 2478 20938 1 Yes 12 2 0 4 Y 2 4 3 1 2 52 38 Travel_Rarely Finance 11 3 2 Male 3 3 2 L N Accountant 8891 9780 4 Yes 16 2 0 7 N 3 6 5 2 3 35 30 Travel_Rarely IT_Suppport 2 3 2 Female 3 1 3 L Y IT specialists 6985 7684 6 No 15 3 0 5 Y 1 5 5 2 7 73 49 Travel_Rarely Research & Development 14 4 3 Female 3 2 2 L N Manufacturing Director 6567 5549 1 No 14 3 0 16 N 2 15 11 5 11 43 55 Non-Travel Research & Development 17 1 4 Male 2 4 2 L Y Customercare Representative 13577 25592 6 Yes 15 4 1 34 Y 3 33 9 15 0 61 37 Travel_Rarely Research & Development 9 3 1 Male 3 2 2 H N Research and Design Specialists 4285 3031 9 No 17 1 0 10 Y 3 10 8 3 7 66 42 Travel_Rarely Research & Development 10 3 3 Male 3 3 4 L Y Research Director 13348 14842 4 No 13 2 1 18 Y 4 13 7 5 7 69 30 Travel_Frequently Sales 19 4 3 Female 2 2 1 L Y Sales Executive 6696 22967 5 No 15 3 0 9 N 2 6 3 0 1 26 50 Travel_Rarely Sales 14 3 3 Male 3 5 3 L N Manager 19331 19519 5 Yes 16 3 1 27 Y 3 1 0 0 0 71 29 Travel_Frequently Sales 8 3 1 Female 3 2 2 H Y Sales Executive 5765 17485 2 No 11 1 0 7 Y 1 5 3 0 0 57 41 Non-Travel Research & Development 15 4 1 Female 2 2 2 H N Customercare Representative 6811 2112 2 Yes 17 1 0 10 Y 3 8 7 0 7 66 34 Travel_Rarely Research & Development 14 5 2 Female 3 2 2 H N Manufacturing Director 5121 4187 1 No 14 3 1 7 Y 3 0 0 0 0 54 30 Non-Travel Production 6 3 3 Male 3 2 1 H Y Machinists 3072 11012 1 No 11 3 2 12 Y 3 12 9 6 10 58 24 Travel_Rarely Production 2 2 4 Female 3 1 1 L N Machinists 2210 3372 5 No 13 1 1 1 N 1 1 0 0 0 31 22 Travel_Rarely Research & Development 22 2 4 Male 3 1 2 L Y Research and Design Specialists 3375 17624 8 No 12 4 0 4 Y 4 3 2 1 2 66 32 Travel_Rarely Production 8 2 4 Male 3 2 2 L N Machinists 4883 22845 9 No 18 1 1 10 N 3 10 4 1 1 41 44 Travel_Rarely Production 2 3 1 Male 3 1 2 L N Machinists 2362 14669 3 No 12 3 0 10 N 4 3 2 1 2 24 28 Travel_Rarely Research & Development 17 3 3 Male 3 1 1 L N Research and Design Specialists 2713 6672 1 No 11 3 1 5 N 1 5 2 0 2 28 33 Non-Travel Sales 24 3 4 Female 3 2 2 L N Sales Executive 5147 10697 3 No 15 4 0 13 Y 2 11 7 1 7 73 47 Travel_Frequently Research & Development 2 4 3 Male 4 2 4 H Y Manufacturing Director 5067 6759 4 Yes 19 3 0 20 Y 4 19 10 2 7 63 59 Travel_Rarely Research & Development 16 4 4 Male 3 3 2 L Y Manufacturing Director 10512 20002 9 No 12 4 0 25 N 2 9 7 5 4 43 31 Travel_Rarely Research & Development 25 3 4 Female 3 2 2 H Y Customercare Representative 5855 17369 4 Yes 11 3 2 10 Y 1 9 7 8 5 59 34 Travel_Rarely Sales 2 2 2 Male 4 2 2 L Y Sales Executive 6799 22128 3 No 21 3 2 10 Y 3 10 8 4 8 59 26 Travel_Rarely Sales 10 3 3 Female 2 2 2 H Y Sales Executive 4157 21436 7 Yes 19 3 1 5 N 2 2 2 0 0 54 39 Travel_Rarely Finance 22 4 1 Female 2 3 3 H Y Accountant 9412 10353 2 Yes 15 4 0 5 Y 1 4 5 3 2 68 39 Travel_Rarely Sales 13 2 4 Female 3 2 2 L Y Sales Executive 5238 17778 4 Yes 18 1 0 12 N 2 1 0 0 0 49 31 Travel_Frequently Finance 5 3 2 Female 3 3 1 H Y Accountant 8285 9114 6 No 18 2 1 7 Y 1 4 2 1 4 62 40 Travel_Rarely Research & Development 24 3 3 Female 3 2 2 L N Customercare Representative 6513 9060 2 No 17 4 1 12 Y 3 5 3 0 3 60 35 Travel_Rarely Production 22 4 4 Male 2 1 2 H Y Machinists 2258 16340 3 No 12 2 1 10 Y 3 8 0 1 7 66 38 Non-Travel Human Resources 6 3 1 Male 3 1 2 L N Human Resources 2592 7129 8 No 13 4 3 13 Y 3 11 10 3 8 70 47 Travel_Rarely Finance 20 4 2 Female 3 3 2 L Y Accountant 8455 9301 8 No 15 2 1 8 N 3 6 3 1 6 56 43 Travel_Rarely Research & Development 23 3 3 Female 3 3 2 H N Customercare Representative 9985 9262 8 No 16 1 1 10 Y 2 1 0 0 0 59 44 Travel_Rarely Production 14 4 1 Male 4 1 2 H Y Machinists 2818 5044 2 Yes 24 3 1 10 Y 2 3 2 0 2 61 39 Travel_Rarely Research & Development 17 1 4 Male 2 3 3 L Y Customercare Representative 9991 21457 5 No 15 1 1 9 Y 3 7 7 1 7 75 30 Non-Travel Sales 22 2 4 Female 3 2 2 L N Sales Executive 4736 6069 7 Yes 12 2 1 4 N 4 2 2 2 2 48 27 Travel_Frequently Research & Development 18 1 3 Male 2 2 1 L N Manufacturing Director 4298 9679 5 No 19 3 1 6 N 3 2 2 2 0 31 30 Travel_Rarely IT_Suppport 24 3 1 Male 3 2 2 H Y IT specialists 10909 12000 6 No 18 4 1 10 Y 1 3 4 2 6 69 42 Travel_Frequently Research & Development 20 1 2 Male 3 1 2 H N Research and Design Specialists 2515 9068 4 Yes 14 4 0 8 N 3 2 1 2 2 46 45 Travel_Rarely Research & Development 16 3 2 Female 2 2 3 H Y IT specialists 10330 11363 5 Yes 16 3 0 9 Y 1 4 5 2 5 69 27 Travel_Rarely Research & Development 15 3 4 Female 3 1 2 H N Research and Design Specialists 2279 11781 1 No 16 4 0 7 Y 2 7 7 0 3 59 50 Travel_Rarely Research & Development 7 5 4 Female 2 3 1 L Y Research Director 13269 21981 7 No 15 3 3 19 N 3 14 11 1 11 38 30 Travel_Rarely Sales 10 2 3 Male 2 3 1 L N Sales Executive 7140 3088 5 No 11 1 1 12 N 3 7 7 1 7 23 28 Travel_Rarely Production 14 4 3 Male 3 1 2 L N Machinists 3441 11179 1 Yes 13 3 0 2 N 2 2 2 2 2 46 31 Travel_Rarely Production 5 3 1 Female 4 1 3 L Y Machinists 3978 16031 5 No 12 2 1 4 Y 2 2 2 2 2 86 37 Non-Travel Production 23 2 3 Male 4 1 2 H Y Machinists 3500 25470 4 No 14 1 0 7 Y 1 6 5 1 3 70 39 Travel_Rarely Sales 5 3 4 Male 4 3 2 H N Sales Executive 8237 4658 9 No 11 1 1 11 Y 3 7 6 7 6 73 44 Travel_Rarely Finance 20 3 2 Male 3 3 1 L Y Accountant 9077 9985 4 Yes 16 3 0 9 Y 1 6 4 2 2 79 25 Travel_Rarely IT_Suppport 16 3 1 Female 2 2 2 H N IT specialists 8884 9772 6 Yes 20 3 1 9 N 1 10 3 3 7 49 33 Travel_Frequently Research & Development 17 4 4 Female 3 3 2 H N Manager 11878 23364 6 No 11 2 2 12 Y 3 10 6 8 8 72 38 Travel_Rarely Finance 14 3 2 Male 2 2 2 L Y Accountant 8560 9416 2 Yes 16 1 0 8 Y 2 2 5 1 3 75 25 Travel_Rarely Production 2 3 1 Male 3 1 1 L N Machinists 4031 9396 5 No 13 3 1 6 N 3 2 2 0 2 47 23 Travel_Rarely Research & Development 12 1 3 Male 3 1 2 L Y Research and Design Specialists 2904 16092 1 No 12 3 2 4 Y 2 4 2 0 2 50 58 Travel_Rarely Research & Development 21 4 4 Female 3 3 1 L Y Customercare Representative 10312 3465 1 No 12 4 1 40 N 2 40 10 15 6 26 40 Travel_Rarely Production 9 4 4 Male 3 1 2 L N Machinists 2018 21831 7 No 14 2 0 15 N 1 5 4 1 0 17 57 Travel_Rarely Research & Development 11 2 2 Male 4 2 4 H Y Research and Design Specialists 4900 2721 2 No 24 1 1 13 Y 2 12 9 2 8 67 41 Travel_Rarely Production 13 3 4 Male 3 1 1 H Y Machinists 4721 3119 6 Yes 13 3 0 20 Y 3 18 13 2 17 55 36 Travel_Rarely Sales 2 3 1 Female 2 3 2 L Y Sales Executive 7644 12695 4 No 19 3 2 10 Y 3 9 7 3 4 68 40 Non-Travel Production 18 4 3 Male 3 2 4 L N Machinists 3975 23099 3 No 11 3 2 11 Y 4 8 7 0 7 65 33 Travel_Rarely Production 16 3 2 Male 4 1 1 L Y Machinists 2028 13637 2 No 18 4 3 14 Y 3 14 11 2 13 56 30 Travel_Rarely Research & Development 8 3 3 Male 3 2 2 H N Manufacturing Director 9957 9096 9 No 15 3 1 7 N 2 6 2 0 2 45 50 Travel_Frequently Research & Development 1 3 1 Female 3 5 1 L Y Research Director 18172 9755 3 Yes 19 1 0 28 Y 2 8 3 0 7 42 40 Travel_Rarely Sales 3 4 4 Male 2 3 2 H Y Sales Executive 9094 17235 8 Yes 12 3 0 9 N 3 5 4 1 0 25 35 Travel_Rarely Production 8 2 3 Male 2 1 4 L N Machinists 2690 7713 5 No 18 4 1 1 Y 2 1 0 0 1 64 46 Travel_Rarely Sales 3 2 2 Female 3 3 4 H N Sales Executive 10453 2137 1 No 25 3 3 24 Y 3 24 13 15 7 82 34 Travel_Rarely Sales 24 3 4 Male 2 3 2 L Y Sales Executive 7083 12288 6 Yes 14 4 0 10 Y 3 10 9 8 6 73 35 Travel_Rarely IT_Suppport 11 3 1 Female 3 3 3 H Y IT specialists 10818 11900 9 Yes 16 2 0 8 Y 1 2 6 2 6 78 39 Travel_Rarely Research & Development 13 3 4 Male 3 2 2 L N Manufacturing Director 5295 7693 6 No 21 3 0 7 Y 3 5 4 1 0 62 29 Travel_Rarely Research & Development 25 1 3 Female 1 2 2 L N Customercare Representative 9715 7288 9 No 13 3 1 9 Y 3 7 7 0 7 59 28 Travel_Frequently Production 8 3 1 Male 2 1 2 L N Machinists 2596 7160 1 No 15 1 2 1 N 3 1 0 0 0 45 46 Travel_Frequently Finance 4 4 2 Male 2 3 1 L N Accountant 9952 10947 5 No 20 3 1 5 N 2 4 6 3 2 38 45 Travel_Rarely Sales 2 2 4 Female 3 4 2 L N Manager 17650 5404 9 No 13 2 1 26 N 4 9 3 1 1 49 41 Travel_Rarely Research & Development 19 2 3 Male 3 2 2 H N Research and Design Specialists 3072 19877 2 No 16 1 2 17 Y 2 1 0 0 0 57 59 Travel_Rarely Sales 6 3 1 Female 3 3 1 H N Sales Executive 7637 2354 7 No 11 4 0 28 N 2 21 16 7 9 68 38 Travel_Rarely Research & Development 7 5 4 Male 3 1 2 H N Research and Design Specialists 3057 20471 7 Yes 13 2 1 6 Y 1 1 0 0 1 68 52 Travel_Rarely Research & Development 7 4 3 Male 2 5 3 H Y Manager 19999 5678 0 No 14 1 1 34 Y 3 33 18 11 9 81 41 Travel_Rarely Finance 4 4 2 Male 2 2 1 L Y Accountant 8903 9793 5 No 20 1 0 8 Y 2 3 2 2 3 71 44 Travel_Rarely Finance 15 3 1 Female 2 3 1 L Y Accountant 8160 8976 9 Yes 19 3 1 5 N 3 3 2 1 2 68 33 Travel_Frequently Sales 6 3 2 Male 2 2 4 H N Sales Executive 4682 4317 3 No 14 3 0 9 Y 2 7 7 0 1 67 44 Non-Travel Research & Development 25 3 4 Male 1 1 2 H Y Research and Design Specialists 2290 4279 3 No 13 4 0 6 Y 3 0 0 0 0 54 47 Non-Travel Sales 24 4 3 Male 3 2 2 L N Sales Executive 4978 3536 8 No 11 4 1 4 Y 1 1 0 0 0 54 44 Travel_Frequently Research & Development 12 1 2 Male 3 3 2 L N Manufacturing Director 10209 19719 6 Yes 18 2 0 16 Y 2 2 2 2 2 66 52 Non-Travel Research & Development 16 4 4 Male 3 1 2 H N Research and Design Specialists 4258 26589 9 No 18 1 1 5 Y 3 4 3 1 2 52 55 Travel_Rarely Research & Development 5 4 2 Male 2 1 3 L Y Research and Design Specialists 2662 7975 2 No 20 2 1 19 Y 4 5 2 0 4 76 21 Travel_Rarely Sales 10 3 3 Female 4 1 1 L N Sales Representative 2716 25422 1 No 15 4 0 1 N 3 1 0 0 0 37 47 Travel_Rarely Finance 5 3 1 Female 2 2 1 L N Accountant 9059 9965 2 Yes 17 1 0 9 Y 1 6 5 2 5 34 27 Travel_Rarely Research & Development 18 3 1 Male 3 1 4 H N Research and Design Specialists 2235 14377 6 Yes 14 4 2 9 Y 2 9 7 6 8 69 37 Travel_Rarely Research & Development 22 3 2 Male 4 1 2 L Y Research and Design Specialists 3564 22977 1 Yes 12 1 1 8 N 2 8 7 1 7 43 36 Travel_Rarely Finance 1 3 1 Male 2 2 2 L Y Accountant 9318 10250 2 No 19 2 0 7 N 3 8 6 3 5 64 45 Travel_Rarely Research & Development 1 3 4 Male 3 1 1 H Y Research and Design Specialists 2132 4585 1 No 20 4 1 8 N 3 5 4 0 3 34 47 Travel_Rarely Finance 15 3 1 Female 3 2 1 L Y Accountant 8029 8832 5 Yes 15 1 0 6 Y 3 4 2 3 2 64 51 Travel_Rarely Finance 17 4 1 Male 2 3 2 L N Accountant 9008 9909 3 Yes 18 4 0 6 Y 3 10 7 3 3 29 48 Travel_Frequently Research & Development 25 5 3 Male 2 4 2 L Y Manager 15202 5602 7 No 25 2 1 23 Y 3 2 2 2 2 68 44 Travel_Frequently Human Resources 24 5 1 Male 3 2 4 L Y Human Resources 5743 10503 2 Yes 11 3 0 14 Y 3 10 7 0 2 82 51 Travel_Rarely Sales 9 4 1 Female 3 4 2 L N Manager 16307 5594 4 No 14 3 1 29 N 2 20 6 4 17 42 45 Travel_Rarely Research & Development 10 3 2 Male 1 3 2 H Y Customercare Representative 10851 19863 2 Yes 18 2 1 24 N 3 7 7 0 7 44 32 Travel_Rarely Sales 8 4 2 Male 2 1 2 L Y Sales Representative 2269 18024 4 No 14 2 1 3 Y 3 2 2 2 2 72 47 Non-Travel Research & Development 13 4 1 Male 3 3 1 L N Manager 11849 10268 1 Yes 12 4 1 10 N 2 10 7 9 9 31 32 Travel_Rarely Research & Development 17 3 4 Male 3 2 4 L N Research and Design Specialists 5470 25518 9 No 13 3 2 10 Y 2 9 5 1 6 67 38 Travel_Rarely Research & Development 8 2 2 Male 3 1 2 L Y Research and Design Specialists 4771 14293 8 No 19 4 2 10 Y 4 5 2 0 3 57 47 Travel_Frequently Sales 17 1 2 Male 3 2 4 H N Sales Representative 2976 25751 3 No 19 1 0 5 Y 3 0 0 0 0 63 27 Travel_Rarely Sales 25 4 2 Female 3 2 4 H Y Sales Executive 6214 3415 1 No 18 1 1 8 Y 3 8 7 0 7 63 22 Travel_Frequently Research & Development 12 4 3 Male 2 1 2 H N Research and Design Specialists 2853 4223 1 Yes 11 2 1 1 Y 3 0 0 0 0 54 38 Travel_Rarely Research & Development 5 3 4 Male 3 1 2 L Y Research and Design Specialists 3944 4306 5 Yes 11 3 0 6 Y 3 3 2 1 2 62 52 Travel_Rarely IT_Suppport 1 3 1 Male 4 4 3 L N IT specialists 8109 8920 7 No 19 4 1 8 N 2 3 3 3 7 36 55 Travel_Rarely Sales 18 2 1 Male 3 3 2 L N Sales Executive 10239 18092 3 No 14 4 1 24 Y 3 1 0 1 0 50 29 Travel_Frequently Research & Development 23 3 4 Female 3 1 1 H Y Research and Design Specialists 3291 17940 7 No 14 4 2 8 Y 2 7 5 1 1 58 53 Travel_Rarely IT_Suppport 1 4 2 Male 3 3 1 L Y IT specialists 5782 6360 7 No 17 3 1 5 Y 3 8 2 2 7 57 34 Non-Travel Sales 21 4 3 Female 3 2 2 L N Sales Executive 6538 12740 9 No 15 1 1 6 N 3 3 2 1 2 43 52 Travel_Frequently Finance 21 4 1 Female 2 2 1 H Y Accountant 9771 10748 3 No 17 4 0 8 Y 2 9 2 3 5 60 37 Travel_Rarely Finance 9 4 1 Male 2 3 2 L N Accountant 9670 10637 8 Yes 19 2 1 8 N 1 10 2 2 2 34 38 Travel_Frequently Research & Development 17 4 1 Male 2 2 3 L Y Manufacturing Director 5321 14284 9 No 11 4 1 10 Y 3 8 3 7 7 71 36 Travel_Rarely Sales 17 4 3 Male 3 1 2 H Y Sales Representative 2644 17001 6 Yes 21 4 0 7 Y 2 3 2 1 2 72 32 Travel_Rarely Research & Development 22 2 1 Male 4 1 3 H N Research and Design Specialists 3298 15053 0 Yes 12 4 2 7 Y 2 6 2 0 5 76 44 Travel_Rarely Research & Development 14 3 4 Male 3 1 1 H Y Research and Design Specialists 3420 21158 8 No 13 3 0 6 Y 2 5 2 1 3 55 51 Travel_Rarely Finance 16 4 2 Male 2 2 2 L Y Accountant 9223 10145 2 Yes 17 3 0 7 N 1 4 6 1 5 79 51 Travel_Rarely Research & Development 13 4 2 Male 2 3 2 L N Research Director 12490 15736 5 No 16 4 2 16 N 1 10 9 4 7 46 54 Travel_Rarely Finance 16 4 2 Male 3 2 2 L N Accountant 9560 10516 2 Yes 15 3 0 7 Y 3 6 6 2 2 34 34 Travel_Rarely Finance 19 4 1 Male 2 3 1 L Y Accountant 9626 10589 7 Yes 20 1 0 8 Y 3 7 6 1 3 78 24 Travel_Rarely Production 4 2 4 Male 2 1 3 H N Machinists 2127 9100 5 No 21 4 1 1 Y 3 1 0 0 0 84 33 Non-Travel Production 16 2 2 Male 2 1 2 L Y Machinists 2008 20439 9 No 12 3 3 1 Y 2 1 1 0 0 62 51 Travel_Rarely Finance 23 3 1 Male 2 3 1 L Y Accountant 8012 8813 2 Yes 15 2 0 5 Y 1 2 7 1 5 59 29 Travel_Rarely Finance 21 3 2 Male 3 3 2 H N Accountant 9218 10140 8 Yes 18 1 1 8 N 3 4 6 1 4 35 45 Travel_Rarely Research & Development 13 3 2 Male 3 3 1 H Y Research and Design Specialists 9724 18787 2 No 17 3 1 25 N 3 1 0 0 0 66 20 Travel_Rarely Research & Development 5 1 4 Male 3 1 2 L N Research and Design Specialists 1009 26999 9 Yes 11 4 0 1 N 3 1 0 1 1 36 31 Travel_Frequently Research & Development 3 3 4 Female 3 1 1 H N Research and Design Specialists 4084 4156 3 No 12 1 0 7 N 1 7 2 7 7 26 35 Travel_Rarely Research & Development 7 3 3 Male 3 3 2 H Y Manufacturing Director 10221 18869 9 No 21 2 0 17 Y 4 8 5 1 6 59 35 Travel_Frequently Sales 9 5 2 Male 3 3 2 H N Sales Executive 9069 11031 1 No 22 4 1 9 Y 2 9 8 1 8 58 30 Travel_Rarely Sales 12 3 2 Female 3 2 1 L N Sales Executive 6577 19558 0 No 11 2 0 6 N 3 5 4 4 4 39 36 Travel_Rarely Research & Development 12 2 2 Male 3 2 2 H N Manufacturing Director 4941 2819 6 No 20 4 2 7 Y 3 3 2 0 1 70 36 Travel_Rarely Sales 4 4 2 Female 3 2 2 H N Sales Executive 6815 21447 9 No 13 1 0 15 Y 3 1 0 0 0 52 33 Travel_Rarely Sales 25 5 4 Male 4 3 4 L Y Sales Executive 8380 21708 5 Yes 14 4 2 10 Y 3 9 8 0 8 79 33 Travel_Rarely Research & Development 2 3 4 Female 3 1 2 L N Research and Design Specialists 2756 4673 1 No 13 4 1 8 N 3 8 7 1 6 41 27 Travel_Rarely Research & Development 23 4 2 Male 3 1 3 L Y Research and Design Specialists 2226 6073 6 No 11 3 1 6 Y 2 5 3 1 2 83 32 Travel_Rarely Sales 12 4 2 Female 3 1 4 H Y IT specialists 10642 11706 8 Yes 16 3 1 6 Y 3 4 6 1 4 65 41 Travel_Rarely Sales 17 3 3 Female 3 2 4 L Y Sales Executive 4393 26841 7 No 21 3 1 14 Y 3 5 4 1 4 64 39 Travel_Rarely Research & Development 18 4 4 Male 3 2 4 L Y Research and Design Specialists 3902 5141 6 No 14 2 3 7 Y 3 2 2 2 2 69 43 Travel_Rarely Finance 9 3 1 Male 2 3 2 L Y Accountant 8576 9434 2 No 20 3 0 10 N 2 10 3 3 7 85 31 Travel_Rarely Finance 24 3 1 Male 2 3 1 L N Accountant 9112 10023 5 Yes 19 2 0 5 Y 1 6 2 3 5 35 30 Travel_Frequently Research & Development 18 4 2 Male 2 1 2 H Y Research and Design Specialists 3761 2373 6 No 12 2 1 10 Y 2 5 4 0 3 57 30 Travel_Rarely Research & Development 3 3 1 Female 3 1 2 L N Research and Design Specialists 2132 11539 1 Yes 11 2 0 7 N 3 5 2 0 1 43 45 Travel_Rarely Sales 23 3 4 Male 3 3 2 L N Sales Executive 10761 19239 7 Yes 12 3 1 18 N 3 5 4 0 2 49 32 Travel_Frequently Sales 23 2 2 Male 3 2 4 L Y Sales Executive 6524 8891 3 No 14 4 1 10 Y 3 10 8 5 3 69 29 Travel_Rarely Production 8 3 2 Female 3 1 2 H N Machinists 3339 17285 5 Yes 13 1 2 10 N 3 7 7 7 7 30 20 Travel_Frequently Sales 13 3 4 Female 3 1 1 H N Sales Representative 2323 17205 9 Yes 14 2 0 2 N 3 2 2 0 2 23 58 Travel_Rarely Research & Development 9 4 1 Male 3 1 2 H Y Research and Design Specialists 2372 26076 8 No 12 4 2 2 Y 3 2 2 2 2 61 58 Travel_Rarely Research & Development 7 4 4 Male 3 5 1 L N Research Director 19246 25761 4 Yes 12 4 0 40 N 3 31 15 13 8 40 55 Travel_Rarely IT_Suppport 24 3 1 Female 4 4 3 H Y IT specialists 6267 6894 8 Yes 19 2 1 8 Y 2 8 4 3 2 73 33 Travel_Rarely Human Resources 24 3 2 Male 3 1 2 L Y Human Resources 3600 8429 4 No 13 4 1 5 Y 3 5 4 1 4 62 25 Travel_Rarely Finance 4 3 2 Male 3 3 1 L N Accountant 8505 9356 6 Yes 20 2 0 6 N 1 3 6 1 5 44 25 Travel_Rarely Research & Development 25 3 1 Female 3 2 2 H N Manufacturing Director 4898 7505 0 No 12 4 2 5 Y 3 4 2 1 2 68 31 Travel_Rarely Sales 3 4 1 Female 3 2 2 L N Sales Executive 5476 22589 5 No 11 1 2 10 Y 3 10 0 0 2 59 34 Travel_Rarely Sales 20 2 4 Female 1 2 4 L N Sales Executive 6029 25353 3 No 12 1 0 6 Y 3 2 2 2 2 65 34 Travel_Rarely Research & Development 11 5 2 Male 3 1 4 H N Research and Design Specialists 2691 7660 2 No 12 4 1 10 Y 2 10 9 8 8 67 31 Travel_Frequently Sales 2 3 4 Female 3 1 1 H Y Sales Representative 2302 8319 4 Yes 11 1 0 3 N 4 3 2 2 2 39 32 Travel_Rarely Research & Development 13 3 2 Male 3 2 4 L N Research and Design Specialists 6220 7346 1 No 17 2 2 10 Y 3 10 4 0 9 34 26 Travel_Rarely Production 4 4 1 Male 4 1 4 H N Machinists 4420 13421 4 No 22 2 1 8 Y 3 8 7 0 7 67 36 Travel_Rarely Research & Development 17 4 4 Female 3 2 3 L Y Research and Design Specialists 6962 19573 1 Yes 22 4 1 15 Y 3 1 0 0 0 75 28 Travel_Frequently Research & Development 18 3 3 Male 2 1 4 H Y Research and Design Specialists 2703 22088 8 Yes 14 4 1 3 Y 3 3 1 0 2 67 31 Travel_Rarely Sales 15 3 4 Male 3 2 1 H N Sales Executive 7547 7143 4 No 12 4 3 13 Y 3 7 7 1 7 56 35 Travel_Rarely Sales 13 3 4 Female 3 1 1 L N Sales Representative 2014 9687 1 No 13 1 0 2 Y 3 2 2 2 2 31 41 Travel_Rarely Research & Development 21 3 2 Male 4 2 1 L Y Customercare Representative 6870 15530 1 No 12 1 0 11 Y 1 3 2 1 2 56 39 Travel_Rarely Sales 6 5 1 Male 4 3 2 L Y Sales Executive 7880 2560 7 No 18 4 0 9 Y 3 8 7 0 7 72 38 Travel_Rarely Sales 15 2 2 Female 3 2 2 L N Sales Executive 6893 19461 6 No 15 4 1 11 Y 3 7 7 1 7 73 42 Travel_Rarely Research & Development 9 3 1 Male 3 5 2 L Y Manager 18880 17312 7 No 11 1 0 24 Y 2 22 6 4 14 62 35 Travel_Rarely Production 19 3 2 Male 3 3 3 L N Production Supervisors 6854 7539 6 No 19 1 1 7 N 3 2 6 1 4 31 42 Travel_Rarely Finance 10 3 1 Male 3 2 2 L Y Accountant 9438 10382 7 Yes 18 2 0 9 N 2 3 2 1 6 56 41 Travel_Rarely Sales 16 3 4 Male 3 3 3 L N Sales Executive 9241 15869 1 No 12 2 0 10 Y 3 10 8 8 7 76 58 Travel_Rarely Research & Development 16 3 2 Female 2 1 2 L N Research and Design Specialists 3346 11873 4 Yes 20 2 1 9 N 2 1 0 0 0 36 29 Travel_Rarely Research & Development 22 4 2 Male 2 3 2 H N Research Director 11935 21526 1 No 18 3 0 10 Y 3 10 2 0 7 70 30 Travel_Rarely IT_Suppport 6 4 2 Female 2 2 2 L Y IT specialists 6026 6629 1 Yes 18 1 1 6 Y 2 8 5 2 7 62 55 Travel_Rarely Human Resources 6 4 3 Male 4 5 1 L N Manager 19636 25811 1 Yes 18 1 1 35 N 3 10 9 1 4 47 34 Travel_Rarely Human Resources 7 4 1 Female 3 1 1 H Y Human Resources 2742 3072 5 No 15 4 0 2 N 3 2 2 2 2 32 55 Travel_Frequently Research & Development 5 4 3 Male 3 2 2 L N Customercare Representative 6385 12992 5 Yes 14 4 2 17 N 3 8 7 6 7 25 47 Travel_Rarely Sales 7 4 4 Female 2 1 1 H Y Sales Representative 3294 13137 5 Yes 18 1 0 3 Y 2 3 2 1 2 51 43 Travel_Rarely Research & Development 1 3 1 Female 2 5 4 L Y Manager 19392 22539 9 No 13 4 0 21 Y 3 16 12 6 14 69 41 Travel_Frequently Sales 9 3 3 Female 3 2 2 L N Sales Executive 4103 4297 3 No 17 4 1 10 Y 3 9 3 1 7 62 46 Travel_Rarely Research & Development 7 4 4 Male 3 5 1 H Y Research Director 19627 21445 1 No 17 4 2 23 Y 3 2 2 2 2 56 45 Travel_Frequently Sales 4 4 1 Female 3 2 2 L N Sales Executive 4286 5630 2 No 14 4 2 5 N 3 1 1 0 0 33 43 Travel_Rarely Finance 5 3 1 Male 3 3 1 L N Accountant 8917 9809 6 No 19 3 0 7 N 1 2 6 1 2 50 44 Travel_Rarely Research & Development 11 4 1 Female 2 3 1 H N Customercare Representative 10248 2094 3 No 14 4 1 24 Y 3 22 6 5 17 58 39 Non-Travel Production 13 3 4 Male 3 2 4 L N Machinists 6472 8989 2 Yes 15 4 1 9 Y 3 9 8 5 8 69 39 Travel_Rarely Sales 22 4 1 Male 2 2 4 H N Sales Executive 6120 3567 1 Yes 12 4 2 8 Y 4 5 4 1 4 63 39 Travel_Rarely Production 14 3 4 Male 3 1 1 H N Machinists 2404 4303 7 Yes 21 4 0 8 N 1 2 2 2 2 37 33 Travel_Rarely Production 12 4 1 Female 2 1 2 L N Machinists 3838 8192 8 No 11 4 0 8 Y 3 5 4 0 2 54 53 Travel_Rarely Research & Development 15 2 4 Female 4 2 2 L Y Manufacturing Director 4450 26250 1 No 11 3 2 5 N 3 4 2 1 3 48 20 Travel_Rarely Production 9 3 1 Male 2 1 4 L N Machinists 3033 12828 2 No 12 1 0 2 Y 2 2 2 1 2 64 47 Travel_Rarely Finance 6 3 1 Male 2 3 4 L N Accountant 9205 10126 8 Yes 18 2 1 7 N 1 10 5 2 2 29 36 Travel_Rarely Production 4 3 1 Male 3 2 1 H N Machinists 4834 7858 8 No 14 2 1 9 N 2 1 0 0 0 35 55 Travel_Rarely Research & Development 13 3 4 Female 3 4 2 H N Manager 14756 19730 2 Yes 14 3 3 21 Y 3 5 0 0 2 63 33 Travel_Rarely Research & Development 14 1 2 Female 3 1 2 L N Research and Design Specialists 3452 17241 6 No 18 1 0 5 N 3 3 2 0 2 48 29 Travel_Rarely Sales 12 2 4 Male 3 2 2 L N Sales Executive 6931 10732 2 No 14 4 1 10 N 3 3 2 0 2 48 35 Travel_Rarely Sales 4 4 1 Female 3 1 1 L N Sales Representative 2572 20317 6 No 16 2 1 3 N 2 3 2 0 2 37 54 Travel_Rarely Research & Development 23 4 4 Female 3 2 2 L Y Research and Design Specialists 6854 15696 1 No 15 2 1 14 Y 2 7 1 1 7 70 30 Non-Travel Research & Development 19 2 3 Female 3 2 2 H N Manufacturing Director 4695 12858 5 Yes 18 3 0 10 Y 3 8 4 1 7 54 34 Travel_Rarely Research & Development 24 4 1 Female 3 2 2 H Y Research and Design Specialists 4809 12482 1 No 14 3 0 16 Y 3 16 13 2 10 56 57 Travel_Rarely Sales 23 3 1 Male 2 4 1 L N Manager 14118 22102 3 No 12 3 1 32 N 2 1 0 0 0 34 38 Travel_Frequently Production 18 3 4 Female 2 1 4 L Y Machinists 2440 23826 4 No 22 2 0 4 Y 3 4 3 3 3 65 32 Travel_Rarely Research & Development 23 3 3 Male 3 3 2 H Y Manager 11244 21072 3 No 25 2 0 10 Y 4 5 2 0 0 50 49 Travel_Rarely Research & Development 17 3 3 Male 3 4 2 L Y Manager 15379 22384 5 No 14 1 0 23 Y 3 8 7 0 0 60 38 Travel_Frequently Production 24 5 4 Female 3 2 2 L N Machinists 2406 5456 1 No 11 4 0 10 N 3 10 3 9 9 40 20 Travel_Frequently Production 8 3 4 Female 2 1 2 H N Machinists 2926 19783 1 Yes 18 2 0 1 Y 3 1 0 1 0 61 37 Travel_Rarely Research & Development 2 4 2 Female 3 2 4 H N Manufacturing Director 6447 15701 2 No 12 2 1 8 Y 2 6 5 4 3 64 43 Travel_Rarely Research & Development 11 2 4 Female 4 1 2 L Y Research and Design Specialists 2645 21923 1 No 12 4 2 6 Y 2 5 3 1 4 50 44 Travel_Frequently Finance 20 3 2 Female 3 3 2 L Y Accountant 9970 10967 6 No 17 1 1 6 Y 1 9 5 1 5 82 41 Non-Travel Research & Development 6 2 1 Male 2 1 2 L N Research and Design Specialists 2107 20293 1 No 17 1 1 5 N 1 1 0 0 0 44 29 Travel_Rarely Research & Development 22 1 3 Male 2 1 1 L N Research and Design Specialists 2389 14961 1 Yes 13 3 0 4 N 2 4 3 0 1 15 22 Travel_Frequently Production 7 1 3 Male 2 1 1 H N Machinists 3894 9129 5 No 16 3 0 4 Y 3 2 2 1 2 58 31 Non-Travel Research & Development 10 2 3 Male 3 1 1 L N Research and Design Specialists 3065 3995 6 Yes 13 4 1 4 N 4 4 2 2 3 39 45 Travel_Frequently Research & Development 12 4 1 Male 4 2 3 H N Manufacturing Director 6434 5118 4 No 17 4 1 9 Y 3 3 2 0 2 71 31 Travel_Frequently Research & Development 14 5 3 Female 4 3 1 H N Manufacturing Director 7446 8931 7 No 11 1 0 10 Y 3 10 8 4 7 55 26 Travel_Rarely Finance 6 3 2 Female 2 2 4 H N Accountant 9566 10523 2 Yes 15 4 1 9 N 3 5 3 1 2 27 42 Travel_Frequently Research & Development 22 3 4 Male 3 3 2 L Y Customercare Representative 10124 18611 7 Yes 14 3 1 24 Y 1 20 8 13 9 50 40 Travel_Rarely Finance 15 3 2 Male 2 2 2 H Y Accountant 8599 9459 7 Yes 20 2 1 5 Y 2 9 2 2 7 79 27 Travel_Rarely Finance 23 4 2 Male 3 3 2 L Y Accountant 8894 9783 9 No 18 4 0 6 Y 1 2 2 2 4 53 44 Travel_Rarely Finance 10 4 2 Male 2 3 1 L Y Accountant 8249 9074 8 Yes 15 3 1 9 Y 2 4 3 3 6 57 38 Travel_Frequently Production 17 2 4 Male 3 1 4 H N Machinists 1702 12106 1 Yes 23 3 1 1 Y 3 1 0 0 0 64 27 Travel_Frequently Production 21 2 4 Female 3 1 1 L N Machinists 2379 19826 5 Yes 14 3 0 6 N 2 5 4 0 2 32 29 Travel_Rarely Sales 2 3 3 Male 2 2 1 L Y Sales Executive 8620 23757 6 No 14 3 2 10 Y 3 10 7 0 4 51 38 Travel_Rarely Research & Development 1 4 4 Male 3 2 1 H N Customercare Representative 5745 18899 9 No 14 2 1 10 Y 3 2 2 1 2 55 26 Travel_Rarely Production 16 4 4 Male 1 1 1 L Y Machinists 2305 6217 2 No 15 3 3 3 N 4 3 2 0 2 47 37 Travel_Frequently Finance 2 3 2 Female 3 2 2 L Y Accountant 8861 9747 2 No 19 2 0 5 Y 3 5 2 2 2 80 34 Travel_Frequently Finance 11 3 1 Female 2 2 2 H N Accountant 8634 9497 3 No 20 4 1 8 N 2 4 3 1 7 37 52 Travel_Rarely Sales 19 1 1 Female 1 5 2 L N Manager 19845 25846 8 No 15 4 1 33 N 3 32 14 6 9 48 45 Travel_Rarely Production 11 3 2 Male 3 2 1 H N Machinists 2348 10901 8 No 18 3 1 20 Y 1 17 9 0 15 51 29 Travel_Frequently Research & Development 5 1 3 Female 3 3 2 L N Customercare Representative 7553 22930 3 Yes 12 1 0 9 N 3 8 7 7 7 24 29 Travel_Rarely Research & Development 22 3 2 Female 3 2 4 H N Customercare Representative 4335 25549 1 No 12 1 1 11 Y 2 8 7 1 1 63 56 Travel_Rarely Research & Development 15 4 4 Female 3 5 2 H Y Manager 19943 18575 1 No 13 4 1 28 Y 3 5 2 4 2 61 48 Travel_Rarely Finance 19 4 1 Male 2 2 2 L Y Accountant 8138 8952 5 No 18 1 1 6 N 2 7 2 3 6 79 49 Travel_Rarely Finance 10 3 1 Male 3 2 3 H N Accountant 9050 9955 7 Yes 18 1 1 10 N 3 9 6 2 6 31 33 Travel_Rarely Research & Development 12 4 3 Female 2 1 2 H N Research and Design Specialists 2911 14776 1 No 13 3 1 2 Y 2 2 2 0 2 53 34 Travel_Rarely Research & Development 7 2 4 Female 3 1 1 L N Research and Design Specialists 2311 5711 2 No 15 4 0 9 N 3 3 2 1 2 31 30 Travel_Rarely Production 10 1 2 Male 2 1 2 L Y Machinists 2720 11162 0 No 13 4 0 6 N 3 5 3 1 2 44 40 Travel_Rarely Research & Development 6 3 1 Female 2 3 2 L Y Manufacturing Director 10435 25800 5 No 13 4 2 18 Y 3 18 15 14 12 50 32 Travel_Rarely Production 2 4 4 Male 3 1 2 L Y Machinists 1393 24852 5 No 12 1 0 1 N 3 1 0 0 0 48 53 Travel_Rarely Research & Development 3 4 3 Male 3 4 2 H Y Research Director 17584 21016 3 Yes 16 4 3 21 Y 2 5 3 1 3 61 40 Travel_Rarely Research & Development 18 4 3 Female 3 1 2 L N Research and Design Specialists 2001 12549 6 No 14 2 3 20 N 3 5 3 0 2 46 41 Non-Travel Research & Development 24 1 2 Female 1 5 1 H N Research Director 19973 20284 3 No 22 2 2 21 N 3 21 16 5 10 47 50 Travel_Rarely Research & Development 4 3 4 Male 2 3 2 H N Customercare Representative 10496 2755 6 No 15 4 0 20 Y 3 4 3 1 3 68 32 Non-Travel Sales 24 1 3 Female 3 1 2 H N Sales Representative 2827 14947 1 No 12 3 3 1 N 3 1 0 0 0 49 31 Travel_Rarely Human Resources 9 2 4 Female 4 1 2 H Y Human Resources 2109 24609 8 No 18 4 0 8 Y 3 3 2 0 2 50 44 Non-Travel Production 17 3 3 Male 2 1 1 L Y Machinists 3162 7973 9 No 14 4 0 7 Y 3 5 2 0 3 55 48 Non-Travel Research & Development 6 4 1 Male 4 4 2 H Y Manager 16885 16154 2 No 22 3 0 27 Y 2 5 4 2 1 62 46 Travel_Rarely Research & Development 9 3 1 Male 3 4 2 H N Research Director 17861 2288 6 No 13 3 0 26 Y 1 3 2 0 1 53 24 Non-Travel Production 9 3 3 Male 2 1 2 H Y Machinists 2694 26551 5 No 11 3 3 1 Y 3 1 0 0 0 54 18 Travel_Frequently Sales 7 2 2 Female 3 1 2 L Y Sales Representative 1569 18420 8 Yes 12 3 0 0 Y 4 0 0 0 0 50 41 Travel_Rarely Production 12 4 2 Male 3 1 2 H N Machinists 4766 9051 4 Yes 11 1 1 6 N 3 1 0 0 0 49 45 Travel_Frequently Finance 4 3 2 Male 2 2 4 L N Accountant 9537 10491 8 No 19 4 0 8 N 2 6 7 2 3 32 29 Travel_Rarely IT_Suppport 8 3 2 Female 3 5 2 L Y IT specialists 9224 10146 4 No 17 1 1 7 Y 2 8 2 1 4 78 46 Travel_Rarely Sales 12 3 3 Female 3 4 3 H N Manager 16606 11380 2 No 12 4 1 23 Y 4 13 12 5 1 76 40 Travel_Frequently Production 5 3 4 Female 3 2 2 L Y Machinists 6323 26849 2 No 11 1 1 10 Y 4 10 9 9 4 68 41 Travel_Rarely Research & Development 1 3 1 Male 3 1 2 L N Research and Design Specialists 2451 4609 4 No 12 1 1 13 N 3 9 8 1 8 43 37 Travel_Rarely Research & Development 12 2 3 Female 2 1 2 H Y Research and Design Specialists 3920 18697 2 No 14 1 1 17 Y 2 3 1 0 2 73 29 Travel_Frequently Research & Development 2 3 4 Male 4 2 4 L Y Customercare Representative 6294 23060 5 Yes 12 4 0 10 Y 4 3 2 0 2 80 30 Travel_Rarely Production 24 2 4 Male 3 1 2 L Y Machinists 3748 4077 4 No 13 3 0 12 Y 2 12 8 1 7 70 47 Travel_Rarely Finance 4 4 1 Female 3 2 2 L N Accountant 8791 9670 8 Yes 18 3 0 7 N 2 5 2 1 6 34 44 Travel_Rarely Sales 3 5 2 Female 3 2 2 H N Sales Executive 5454 4009 5 Yes 21 3 1 9 Y 2 4 3 1 3 59 58 Travel_Rarely Research & Development 14 4 3 Female 2 3 2 L N Manufacturing Director 10008 12023 2 Yes 14 4 0 31 Y 2 10 9 5 9 59 45 Travel_Rarely Production 21 3 2 Male 4 2 2 L N Production Supervisors 5984 6582 6 Yes 19 1 1 10 N 1 7 5 3 3 31 35 Travel_Rarely Research & Development 22 3 4 Male 2 3 2 H Y Manufacturing Director 10903 9129 3 No 16 1 0 16 Y 3 13 10 4 8 52 38 Travel_Rarely Research & Development 24 5 4 Female 3 2 2 H N Research and Design Specialists 4317 2302 3 Yes 20 2 0 19 Y 3 3 2 2 2 78 23 Travel_Rarely Research & Development 2 3 1 Male 4 1 1 L N Research and Design Specialists 2819 8544 2 No 16 1 1 5 N 4 3 2 0 2 37 40 Travel_Frequently Sales 17 4 2 Male 3 2 4 H N Sales Executive 4327 25440 1 No 12 4 3 5 Y 3 0 0 0 0 64 60 Travel_Rarely Research & Development 25 4 3 Male 1 3 2 L Y Customercare Representative 10883 20467 7 No 20 3 1 19 Y 4 1 0 0 0 59 25 Travel_Rarely Sales 14 2 2 Female 2 2 2 H N Sales Executive 4487 12090 1 Yes 11 2 0 5 Y 3 5 4 1 3 53 35 Travel_Frequently Production 6 3 2 Female 3 2 2 H N Machinists 4425 15986 5 No 11 4 0 10 Y 3 6 2 1 2 70 44 Travel_Frequently Research & Development 8 2 3 Male 3 1 1 L Y Research and Design Specialists 2342 11092 7 Yes 12 3 3 6 N 2 5 3 2 3 38 57 Travel_Rarely Research & Development 7 4 4 Male 3 2 1 H N Customercare Representative 6755 2967 2 No 11 3 0 15 Y 3 3 2 1 2 55 47 Travel_Rarely Finance 6 4 2 Male 3 2 2 L Y Accountant 9040 9944 6 No 20 2 1 10 N 1 3 5 2 5 65 36 Travel_Frequently Human Resources 20 1 2 Male 2 2 2 L Y Human Resources 3886 4223 7 No 21 4 0 10 Y 2 10 1 0 8 78 29 Travel_Rarely Sales 9 3 1 Male 2 2 4 L N Sales Executive 4187 3356 3 Yes 13 2 1 10 Y 2 10 0 0 9 65 40 Travel_Rarely Research & Development 10 4 1 Male 3 4 2 L N Manager 16823 18991 2 No 11 1 1 22 N 3 19 7 11 16 46 40 Travel_Frequently Research & Development 5 4 4 Male 3 1 2 L Y Research and Design Specialists 3617 25063 8 Yes 14 4 1 3 Y 3 1 1 0 0 61 36 Travel_Rarely Research & Development 3 4 3 Female 3 2 2 L N Manufacturing Director 4663 12421 3 Yes 12 2 2 7 N 3 3 2 1 1 41 29 Travel_Rarely Sales 10 3 1 Male 2 2 2 H N Sales Executive 6644 3687 2 No 19 2 2 10 Y 3 0 0 0 0 66 40 Travel_Rarely Production 23 4 2 Male 3 1 2 L Y Machinists 2387 6762 5 No 22 3 1 7 Y 3 4 2 0 3 68 47 Non-Travel Research & Development 17 1 3 Female 3 3 2 L Y Research Director 11957 17231 7 No 18 1 2 14 Y 1 13 8 5 12 60 43 Travel_Rarely Research & Development 23 3 1 Male 3 3 4 L Y Customercare Representative 7510 16873 4 No 17 2 1 10 Y 3 10 9 0 9 65 53 Travel_Frequently Production 19 3 2 Female 2 5 2 L N Production Supervisors 5238 5762 7 Yes 18 2 1 9 Y 1 5 7 1 7 30 35 Travel_Frequently Sales 25 2 4 Male 3 2 4 H Y Sales Executive 4968 18500 2 No 11 4 1 5 Y 3 5 2 0 2 69 50 Travel_Rarely IT_Suppport 7 4 2 Male 2 4 3 L N IT specialists 10366 11403 3 No 16 1 0 5 N 2 2 5 3 4 42 28 Travel_Rarely Production 17 1 3 Female 3 1 1 L N Machinists 2515 22955 3 Yes 11 4 0 1 N 2 1 1 0 0 29 47 Travel_Rarely Sales 19 4 2 Female 4 4 4 L N Manager 15972 21086 4 No 14 3 3 29 Y 3 3 2 1 2 69 47 Travel_Rarely Research & Development 7 5 4 Male 3 5 4 H N Research Director 18300 16375 4 No 11 2 1 21 Y 3 3 2 1 1 80 52 Travel_Rarely Production 4 3 3 Female 2 1 2 H N Machinists 3212 3300 7 No 15 2 0 6 Y 2 2 2 2 2 61 33 Travel_Frequently Sales 2 3 4 Male 3 2 1 L N Sales Executive 4373 17456 7 No 14 1 2 5 N 3 4 3 0 3 47 35 Travel_Rarely Research & Development 10 3 4 Female 2 3 2 L N Customercare Representative 8606 21195 7 No 19 4 0 11 Y 1 11 8 3 3 60 34 Travel_Rarely Finance 19 4 1 Male 2 3 1 L Y Accountant 9665 10632 8 Yes 20 3 0 10 Y 2 8 3 2 6 70 35 Travel_Rarely Research & Development 9 4 3 Female 1 1 2 L Y Research and Design Specialists 2977 8952 4 No 12 4 1 4 Y 3 4 3 1 1 57 56 Travel_Frequently Sales 18 3 3 Female 4 4 2 L N Sales Executive 13212 18256 9 No 11 4 3 36 N 2 7 7 7 7 43 29 Travel_Frequently Research & Development 9 4 2 Male 1 1 4 H N Research and Design Specialists 2720 18959 9 No 18 4 1 10 Y 3 10 7 2 8 65 42 Travel_Rarely Production 17 3 4 Female 2 1 4 H N Machinists 2593 8007 0 Yes 11 3 1 10 Y 3 9 6 7 8 63 39 Travel_Rarely Research & Development 21 4 4 Female 2 2 2 H N Customercare Representative 4553 20978 7 No 11 1 0 20 Y 3 20 7 11 10 68 23 Travel_Rarely Sales 17 1 3 Male 3 1 2 H Y Sales Representative 2322 9518 3 No 13 3 1 3 Y 3 0 0 0 0 55 35 Travel_Rarely Sales 19 4 3 Male 2 2 1 L N Sales Executive 4312 23016 0 No 14 2 0 16 Y 3 15 13 2 8 32 20 Travel_Rarely Sales 25 1 4 Male 3 1 1 L N Sales Representative 2728 21082 4 No 11 1 0 2 N 3 2 2 0 2 38 24 Travel_Rarely Production 10 1 2 Male 3 1 2 L N Machinists 3907 3622 7 No 13 2 3 6 N 4 6 2 1 2 49 32 Travel_Rarely Finance 14 3 2 Male 2 3 1 L N Accountant 9133 10046 6 Yes 15 3 0 8 N 2 7 2 3 7 37 34 Travel_Frequently Human Resources 17 3 2 Female 3 3 1 L N Human Resources 9950 11533 9 Yes 15 3 3 11 N 3 3 2 0 2 16 53 Travel_Rarely Finance 13 4 1 Male 3 2 2 L Y Accountant 8882 9770 8 Yes 15 2 1 9 N 1 9 5 1 5 59 31 Travel_Frequently Production 20 2 3 Male 2 1 2 L N Machinists 3479 11652 0 No 11 2 0 6 N 4 5 4 1 4 11 36 Travel_Rarely Sales 22 4 1 Female 3 2 4 L N Sales Executive 9278 20763 5 Yes 16 4 0 15 Y 3 5 4 0 1 67 37 Travel_Rarely Research & Development 2 3 2 Female 3 1 2 L N Research and Design Specialists 3936 9953 5 No 11 1 1 8 Y 1 8 4 7 7 53 29 Travel_Rarely Sales 22 2 2 Female 3 2 2 H N Sales Executive 5561 3487 2 No 14 1 1 6 Y 2 6 0 1 2 60 55 Travel_Rarely Sales 20 1 3 Male 3 2 1 L N Sales Executive 5160 21519 5 No 16 3 0 12 N 2 9 7 7 3 38 37 Travel_Rarely Research & Development 15 3 4 Female 2 2 2 H Y Manufacturing Director 6474 9961 6 No 13 2 1 14 Y 2 14 8 3 11 70 43 Travel_Rarely Research & Development 10 3 1 Female 2 2 2 H N Research and Design Specialists 4081 20003 7 Yes 14 1 0 20 Y 1 20 7 1 8 73 46 Travel_Rarely Sales 7 1 1 Male 3 4 2 H Y Manager 17465 15596 1 No 12 4 1 23 Y 3 12 9 4 9 60 32 Travel_Rarely Finance 21 3 1 Male 3 2 2 L Y Accountant 8255 9081 1 Yes 15 4 0 10 N 2 3 4 1 7 56 27 Travel_Rarely Research & Development 8 4 4 Female 3 1 1 H Y Research and Design Specialists 2394 25681 8 Yes 13 4 0 8 N 3 8 2 7 7 27 50 Non-Travel Sales 6 3 4 Female 3 2 2 H Y Sales Executive 6347 24920 3 No 12 1 1 19 Y 3 18 7 0 13 57 48 Travel_Rarely Research & Development 1 4 4 Female 2 4 1 L N Manager 15402 17997 1 No 11 1 1 21 N 1 3 2 0 2 38 46 Travel_Rarely Sales 13 3 3 Female 1 4 1 H Y Manager 16872 14977 3 Yes 12 2 1 28 Y 2 7 7 7 7 56 33 Travel_Rarely Research & Development 13 4 4 Male 4 1 2 L N Research and Design Specialists 3143 6076 6 No 19 2 1 14 Y 3 10 8 7 6 60 48 Travel_Rarely Sales 13 3 3 Male 3 2 4 H N Sales Executive 5486 24795 5 No 11 1 3 15 Y 3 2 2 2 2 69 36 Travel_Frequently Production 11 1 2 Female 3 1 1 L N Machinists 2153 7703 1 No 13 1 0 8 N 3 8 1 1 7 26 29 Travel_Rarely Production 7 2 4 Male 2 2 1 L N Machinists 4025 23679 3 Yes 13 1 1 10 N 3 4 3 0 3 38 36 Travel_Rarely Research & Development 14 4 2 Male 3 1 2 L N Research and Design Specialists 4678 23293 1 No 18 3 0 8 N 3 6 2 0 1 46 37 Travel_Rarely Research & Development 14 1 4 Female 3 1 2 L N Research and Design Specialists 2782 19905 3 Yes 13 2 2 6 N 2 5 3 4 3 49 40 Travel_Frequently Research & Development 18 2 3 Female 2 2 2 L Y Research and Design Specialists 4422 21203 7 Yes 13 4 1 16 Y 1 1 1 0 0 59 44 Travel_Rarely Research & Development 11 3 4 Male 3 4 2 H N Research Director 16328 22074 3 No 13 3 1 24 N 4 20 6 14 17 45 27 Travel_Rarely Sales 24 3 3 Female 4 1 1 H Y Sales Representative 2534 6527 3 No 14 2 1 5 N 3 1 0 0 0 39 34 Travel_Rarely Finance 13 3 2 Male 3 3 1 L N Accountant 9629 10592 2 Yes 15 3 0 6 Y 2 9 2 3 4 36 30 Travel_Rarely Research & Development 7 3 4 Female 3 1 2 L Y Research and Design Specialists 3204 10415 5 No 14 4 1 8 N 3 3 2 2 2 46 27 Travel_Frequently Sales 1 1 3 Male 3 2 2 H N Sales Executive 4342 24008 7 No 19 2 1 5 Y 3 4 2 1 1 53 38 Travel_Rarely Production 15 2 4 Female 2 1 2 L N Machinists 3702 16376 5 No 11 2 1 5 Y 3 5 4 0 4 52 39 Travel_Rarely Human Resources 9 3 3 Female 4 2 2 H N Human Resources 6389 18767 9 No 15 3 1 12 Y 1 8 3 3 6 59 46 Travel_Frequently Research & Development 22 3 3 Male 2 3 2 H N Customercare Representative 10673 3142 2 Yes 13 3 1 21 Y 2 10 9 9 5 60 33 Travel_Rarely Sales 6 3 1 Male 4 2 2 H Y Sales Executive 4037 21816 1 No 22 1 1 9 Y 3 9 8 0 8 61 32 Travel_Frequently Research & Development 18 2 1 Female 4 1 2 L N Research and Design Specialists 2432 15318 8 Yes 14 1 0 8 Y 3 4 1 0 3 50 21 Non-Travel Sales 23 2 1 Male 3 1 2 H N Sales Representative 2610 2851 1 No 24 3 0 3 Y 2 3 2 2 2 66 31 Travel_Rarely Sales 3 3 2 Female 1 2 1 L N Sales Executive 4559 24788 3 Yes 11 3 1 4 N 3 2 2 2 2 15 28 Travel_Rarely Research & Development 15 3 2 Female 1 2 4 L Y Manufacturing Director 4877 20460 1 No 21 2 1 6 Y 2 5 3 0 0 65 42 Travel_Rarely Sales 14 2 4 Male 3 5 2 L N Manager 18303 7770 2 No 13 2 0 21 N 4 1 0 0 0 41 30 Travel_Rarely Sales 18 2 3 Male 3 3 2 L Y Sales Executive 7264 9977 8 No 11 1 1 10 Y 4 8 4 7 7 70 39 Travel_Rarely Research & Development 22 2 1 Male 3 2 3 L Y Manufacturing Director 5151 12315 9 No 25 4 1 10 Y 3 10 0 7 9 71 31 Travel_Rarely Sales 16 2 1 Male 3 1 4 L Y Sales Representative 3067 6393 3 No 19 3 1 3 Y 3 2 2 1 2 80 25 Travel_Frequently Finance 15 3 1 Female 3 2 1 L Y Accountant 8369 9206 7 No 16 3 0 5 Y 2 4 6 2 3 81 55 Non-Travel Research & Development 22 1 3 Male 2 4 2 L Y Manager 16756 17323 2 No 15 2 0 31 Y 4 9 7 6 2 62 54 Travel_Rarely Research & Development 25 3 3 Female 3 3 2 H Y Manufacturing Director 10739 13943 5 No 11 3 1 22 Y 3 10 7 0 8 54 37 Travel_Rarely IT_Suppport 20 4 2 Male 3 2 2 L Y IT specialists 8648 9513 5 No 16 4 1 8 Y 3 3 7 1 7 65 42 Non-Travel Research & Development 19 4 3 Male 3 1 1 L N Research and Design Specialists 2936 6161 2 No 22 2 2 10 Y 2 6 3 3 3 58 30 Travel_Rarely Sales 14 1 4 Male 3 2 2 H N Sales Executive 5301 2939 3 No 15 3 2 4 Y 2 2 1 2 2 54 32 Travel_Rarely Research & Development 23 3 1 Male 3 2 4 H N Manufacturing Director 6162 10877 1 Yes 22 2 1 9 Y 3 9 8 7 8 55 48 Travel_Rarely Production 24 2 4 Male 4 1 2 L N Machinists 2559 16620 4 No 11 3 0 7 Y 2 1 0 0 0 62 36 Travel_Rarely Research & Development 1 3 3 Female 3 3 2 L N Customercare Representative 10096 8202 1 No 13 2 3 17 Y 3 17 14 12 8 45 52 Travel_Rarely Sales 15 3 2 Male 3 3 1 H Y Sales Executive 8446 21534 4 Yes 19 3 0 10 N 2 8 7 7 7 29 35 Travel_Rarely IT_Suppport 21 3 1 Male 4 5 1 H Y IT specialists 6916 7608 7 No 15 1 1 6 Y 1 5 4 1 2 80 50 Travel_Frequently Research & Development 21 3 4 Female 3 4 4 H N Manager 17856 9490 6 No 22 3 1 32 Y 3 2 2 2 2 67 45 Travel_Rarely Research & Development 19 4 4 Male 3 3 1 L N Research Director 13245 15067 4 Yes 14 2 0 17 Y 4 0 0 0 0 38 49 Travel_Rarely Sales 10 3 3 Female 3 3 2 L N Sales Executive 7654 5860 9 No 18 1 2 9 N 4 9 8 7 7 33 35 Travel_Rarely Sales 7 2 1 Male 1 2 1 L Y Sales Executive 5440 22098 9 Yes 14 4 2 7 N 2 2 2 2 2 40 55 Travel_Rarely Research & Development 1 3 4 Male 3 5 2 L Y Manager 19045 18938 0 Yes 14 3 0 37 N 3 36 10 4 13 36 38 Travel_Rarely Research & Development 1 3 4 Female 3 3 2 H Y Research Director 13582 16292 2 No 13 2 1 15 Y 3 15 12 5 11 59 50 Travel_Rarely Finance 11 4 2 Male 3 3 1 L Y Accountant 9819 10801 9 Yes 15 2 0 9 N 2 4 6 3 5 69 40 Travel_Rarely Sales 1 4 3 Male 2 3 4 H N Sales Executive 10855 8552 7 No 11 1 1 15 Y 2 12 11 2 11 64 43 Travel_Frequently Production 23 4 3 Female 2 2 2 H Y Machinists 5257 6227 1 No 11 2 1 9 Y 4 9 7 0 0 66 40 Travel_Rarely Sales 16 2 4 Female 3 2 2 L N Sales Executive 4639 11262 4 No 15 3 1 5 N 3 5 4 1 2 33 38 Travel_Rarely Research & Development 8 3 4 Male 3 2 1 L Y Manufacturing Director 6261 4185 3 No 18 1 1 9 N 1 7 7 1 7 18 31 Travel_Rarely Production 1 4 4 Male 3 2 1 L Y Machinists 5915 9528 3 No 22 4 1 10 Y 2 7 7 1 7 33 31 Travel_Rarely Research & Development 10 5 1 Female 3 4 2 L N Research Director 16422 8847 5 No 11 3 0 9 Y 4 3 2 1 0 77 29 Travel_Rarely Research & Development 3 3 3 Male 3 1 4 H Y Research and Design Specialists 2703 4956 0 No 23 4 1 6 Y 3 5 4 0 4 52 31 Travel_Rarely Research & Development 4 4 4 Male 3 1 1 L Y Research and Design Specialists 2356 14871 5 Yes 19 2 1 8 Y 3 6 4 0 2 51 18 Non-Travel Production 19 3 4 Female 3 1 4 L N Machinists 1611 19305 6 No 15 3 0 0 Y 4 0 0 0 0 65 41 Travel_Rarely Production 15 4 3 Male 3 1 1 H N Machinists 2238 6961 2 No 21 4 1 7 Y 3 5 0 1 4 51 41 Travel_Frequently Research & Development 11 3 4 Female 3 2 4 H Y Research and Design Specialists 5467 13953 7 Yes 14 1 2 12 Y 2 6 2 3 3 67 42 Travel_Rarely Finance 21 3 1 Male 2 3 2 L N Accountant 9912 10903 7 No 20 2 1 5 N 1 7 6 2 6 25 53 Travel_Frequently Sales 12 3 3 Female 2 3 1 H Y Sales Executive 7525 23537 5 No 12 1 1 30 Y 3 15 7 6 12 58 30 Non-Travel Production 1 3 3 Female 3 1 1 H N Machinists 2564 7181 0 No 14 3 0 12 Y 2 11 7 6 7 51 37 Travel_Frequently Research & Development 1 3 2 Male 3 1 1 L Y Research and Design Specialists 2326 11411 1 Yes 12 3 3 4 N 2 4 2 1 2 40 32 Travel_Rarely Finance 2 3 2 Female 3 2 2 L Y Accountant 8538 9392 4 Yes 15 4 0 5 N 2 2 7 1 3 77 50 Travel_Rarely Production 25 3 1 Male 4 4 4 L N Production Supervisors 6784 7462 2 No 18 2 1 5 N 3 6 3 1 7 34 49 Travel_Rarely Finance 13 3 1 Male 2 2 2 L Y Accountant 9208 10129 2 Yes 15 1 0 8 Y 3 7 5 3 7 70 51 Travel_Rarely IT_Suppport 3 4 1 Male 3 5 2 L Y IT specialists 10712 11783 1 No 19 1 0 6 Y 3 3 7 2 2 61 34 Travel_Rarely Research & Development 14 3 4 Female 2 3 4 H N Customercare Representative 8621 17654 8 No 14 2 0 9 Y 4 8 7 7 7 63 41 Non-Travel Human Resources 11 3 3 Male 1 2 2 L Y Human Resources 6430 20794 7 No 19 2 1 10 N 3 3 2 1 2 43 36 Non-Travel Sales 5 4 4 Male 1 2 1 L N Sales Executive 5406 10436 4 No 24 1 1 15 N 2 15 12 11 11 37 26 Non-Travel Production 16 3 4 Male 3 1 2 L N Machinists 2570 11925 5 No 20 3 0 7 N 3 7 7 5 7 46 51 Travel_Rarely Sales 16 4 3 Male 3 2 1 L Y Sales Executive 5441 8423 0 Yes 22 4 0 11 N 1 10 7 1 0 50 36 Travel_Rarely Research & Development 19 4 2 Female 3 3 2 L N Customercare Representative 8008 22792 1 No 12 3 2 9 N 3 3 2 0 2 48 32 Travel_Frequently Sales 20 3 2 Female 3 3 1 H N Sales Executive 8998 15589 1 No 14 4 0 9 Y 3 9 8 3 7 58 24 Travel_Frequently Research & Development 22 1 1 Female 3 1 2 L Y Research and Design Specialists 3760 17218 5 Yes 13 3 0 6 Y 3 6 3 1 3 70 44 Travel_Rarely Sales 14 3 2 Male 3 5 2 L Y Manager 18213 8751 6 No 11 3 1 26 N 3 22 9 3 10 49 22 Travel_Rarely Research & Development 15 3 4 Male 4 1 4 H Y Research and Design Specialists 2328 12392 1 Yes 16 1 1 4 Y 2 4 2 2 2 64 46 Travel_Rarely Sales 8 3 1 Male 3 3 1 L N Sales Executive 10096 15986 7 No 11 1 1 28 N 4 7 7 4 3 37 37 Travel_Frequently Production 25 3 1 Male 3 1 1 L N Production Supervisors 6698 7368 5 No 18 4 0 5 Y 3 6 6 1 4 38 24 Travel_Frequently Production 21 3 1 Female 3 1 1 L N Machinists 2886 14168 8 Yes 16 4 1 6 N 3 6 3 1 2 34 49 Travel_Rarely Sales 14 4 4 Male 2 4 2 L Y Sales Executive 13120 11879 3 No 17 2 1 22 Y 3 9 8 2 3 72 39 Travel_Frequently Research & Development 2 4 3 Female 3 3 2 H N Customercare Representative 10938 6420 0 No 25 4 0 20 Y 3 19 6 11 8 62 29 Travel_Rarely Production 9 2 4 Female 2 2 1 L N Machinists 4193 12682 0 Yes 12 4 0 10 N 3 9 5 0 8 40 21 Travel_Rarely Production 24 3 3 Female 2 1 2 L N Machinists 1416 17258 7 No 13 1 0 1 N 2 1 0 1 0 30 43 Travel_Frequently Research & Development 23 3 3 Male 2 1 1 L N Research and Design Specialists 2437 15587 4 Yes 16 4 1 6 N 3 1 0 0 0 21 26 Travel_Rarely Finance 20 3 1 Male 3 3 3 H N Accountant 9029 9932 8 Yes 20 4 1 6 N 1 10 7 2 3 41 22 Travel_Rarely Research & Development 12 2 4 Male 2 2 2 H Y Manufacturing Director 4775 19146 3 No 22 1 2 4 Y 1 2 2 2 2 72 39 Travel_Rarely Finance 25 3 1 Male 2 2 1 L N Accountant 9923 10915 2 No 15 3 0 8 N 1 6 5 3 6 48 55 Travel_Rarely Finance 7 3 1 Male 2 2 2 L Y Accountant 8690 9559 9 Yes 16 1 1 10 Y 3 4 6 2 3 74 36 Travel_Rarely Research & Development 21 3 4 Female 3 1 2 L N Research and Design Specialists 2543 11868 4 No 13 2 1 6 N 3 2 2 2 2 49 43 Travel_Rarely Research & Development 15 3 3 Male 1 5 2 H N Research Director 19740 18625 3 No 14 2 1 25 Y 3 8 7 0 7 66 53 Travel_Rarely Research & Development 6 2 4 Female 3 5 1 H Y Manager 18606 18640 8 No 18 2 1 26 N 3 7 7 4 7 23 34 Travel_Rarely Research & Development 22 3 2 Female 2 1 4 L Y Research and Design Specialists 2929 20338 1 No 12 2 0 10 Y 3 10 9 8 7 64 20 Travel_Rarely Production 15 3 1 Male 3 1 2 L N Machinists 2973 13008 8 No 19 2 0 1 N 3 1 0 0 0 44 32 Travel_Rarely Sales 15 2 3 Female 2 2 1 L Y Sales Executive 5228 24624 1 Yes 11 4 0 13 N 3 13 12 11 9 35 34 Travel_Frequently Sales 16 4 3 Female 3 1 2 H N Sales Representative 2231 11314 6 No 18 4 1 6 Y 3 4 3 1 2 66 28 Travel_Rarely Research & Development 8 2 1 Female 1 1 2 L N Research and Design Specialists 2216 3872 3 Yes 13 4 0 10 N 3 7 7 3 7 48 29 Travel_Rarely Production 8 1 1 Female 2 1 2 H Y Machinists 2532 6054 1 No 14 3 3 8 Y 3 4 3 0 3 62 19 Travel_Rarely Sales 4 1 4 Male 3 1 2 H N Sales Manager 1675 26820 1 Yes 19 4 0 0 Y 2 0 0 0 0 53 27 Travel_Frequently Sales 5 3 4 Female 3 2 2 H N Sales Executive 9981 12916 1 No 14 4 0 7 Y 3 7 7 0 7 52 49 Travel_Frequently Research & Development 1 1 2 Male 3 5 2 L Y Research Director 19161 13738 9 No 15 4 0 28 Y 3 5 4 4 3 62 32 Travel_Rarely Sales 23 1 3 Male 3 2 4 H Y Sales Executive 4078 20497 7 Yes 13 1 3 4 Y 2 3 2 1 2 79 54 Travel_Rarely Finance 12 4 2 Male 2 2 3 L N Accountant 8858 9744 3 Yes 20 3 0 6 N 1 10 2 1 3 36 30 Travel_Rarely Sales 19 4 3 Male 3 2 1 L Y Sales Executive 4115 13192 3 No 19 3 3 8 N 3 4 3 0 3 34 48 Travel_Rarely Finance 23 3 2 Female 3 2 2 L Y Accountant 8836 9720 4 No 18 3 1 7 N 2 4 4 1 6 75 58 Non-Travel Sales 25 3 2 Male 3 4 2 L Y Manager 16291 22577 1 No 22 4 1 37 Y 2 16 9 14 14 57 28 Travel_Rarely Research & Development 1 1 1 Male 2 1 2 L Y Research and Design Specialists 3201 19911 1 No 17 1 0 6 Y 1 5 3 0 4 72 32 Travel_Rarely Research & Development 2 4 1 Female 4 2 2 L N Research and Design Specialists 5055 10557 7 No 16 3 0 10 N 2 7 7 0 7 45 55 Travel_Rarely Finance 16 3 1 Male 3 3 1 L Y Accountant 9727 10700 8 Yes 18 4 1 5 Y 3 6 4 2 7 77 39 Travel_Rarely Human Resources 24 3 4 Female 2 2 3 L Y Human Resources 5204 7790 3 No 11 3 2 13 Y 3 5 4 0 4 83 31 Travel_Rarely Research & Development 8 4 4 Male 3 2 2 H N Manufacturing Director 6179 21057 7 Yes 15 4 2 10 N 2 10 2 6 7 44 43 Travel_Rarely Sales 14 3 1 Female 1 2 2 L Y Sales Executive 5346 9489 4 No 13 2 0 7 N 2 4 3 1 3 17 54 Travel_Frequently Research & Development 6 4 2 Female 3 4 4 L N Manager 16032 24456 7 No 20 1 1 26 Y 3 14 9 1 12 82 46 Travel_Rarely Human Resources 25 2 4 Female 3 1 2 H Y Human Resources 3423 22957 9 No 12 3 0 10 Y 4 7 6 5 7 53 34 Travel_Frequently Production 21 3 2 Male 4 5 1 L N Production Supervisors 5959 7151 5 No 19 4 1 6 N 2 5 4 3 6 33 37 Travel_Rarely Production 10 3 3 Female 3 1 4 H N Machinists 3452 17663 6 No 20 2 1 17 Y 3 5 4 0 3 63 34 Non-Travel Research & Development 14 1 1 Female 2 1 1 H Y Research and Design Specialists 2029 15891 9 No 20 3 3 5 N 3 5 4 0 0 47 28 Travel_Rarely Research & Development 3 2 2 Male 4 2 1 L Y Customercare Representative 5661 4824 0 No 19 3 0 9 N 3 8 3 0 7 38 44 Travel_Rarely Human Resources 16 3 3 Female 3 1 2 L Y Human Resources 3195 4167 6 Yes 18 1 3 8 Y 3 2 2 2 2 57 34 Travel_Rarely Sales 16 4 3 Female 3 1 2 L N Sales Representative 2220 18410 5 Yes 19 4 1 1 N 3 1 1 0 0 42 38 Travel_Rarely Research & Development 25 3 3 Female 3 3 3 H N Manufacturing Director 7861 15397 5 Yes 14 4 0 10 Y 4 1 0 0 0 71 33 Travel_Frequently Research & Development 9 4 1 Female 2 2 2 H N Research and Design Specialists 4508 3129 8 No 22 2 0 14 N 3 13 7 3 8 36 28 Travel_Rarely Finance 8 4 2 Female 2 3 2 L Y Accountant 8146 8961 8 Yes 19 2 1 8 Y 3 8 2 3 6 55 35 Travel_Frequently Finance 24 4 2 Male 3 2 2 L Y Accountant 8021 8823 5 No 18 2 1 9 Y 3 9 2 2 3 83 59 Travel_Rarely Research & Development 22 3 3 Female 2 4 4 H Y Manufacturing Director 13726 21829 4 Yes 13 1 0 30 Y 3 5 3 4 3 80 51 Travel_Rarely IT_Suppport 23 4 1 Male 2 3 1 H N IT specialists 8508 9359 4 No 15 2 0 7 N 1 3 2 1 2 46 38 Travel_Frequently Research & Development 22 3 1 Male 2 2 2 H Y Customercare Representative 6288 4284 6 No 15 3 1 13 Y 2 4 3 1 2 70 31 Travel_Frequently Production 11 3 2 Male 3 1 2 L N Machinists 3722 21081 9 Yes 13 3 1 7 Y 1 2 2 2 2 59 32 Travel_Frequently Research & Development 22 1 2 Female 1 1 1 L N Research and Design Specialists 3919 4681 1 Yes 22 2 0 10 N 3 10 2 6 7 34 47 Travel_Rarely Research & Development 10 3 1 Male 3 3 4 L Y Customercare Representative 8633 13084 3 No 23 2 0 25 Y 3 17 14 12 11 64 34 Travel_Rarely Sales 1 3 3 Male 3 3 4 L Y Sales Executive 9713 24444 3 Yes 13 4 3 9 Y 3 5 3 1 0 63 41 Travel_Rarely Research & Development 6 5 2 Male 4 1 4 H N Research and Design Specialists 2127 5561 8 Yes 12 1 0 7 Y 2 4 2 0 3 69 29 Travel_Rarely Finance 15 3 2 Male 2 2 2 L N Accountant 8085 8894 7 No 15 2 1 6 N 2 4 2 2 4 31 42 Travel_Rarely Sales 14 4 2 Male 3 2 2 H N Sales Executive 5155 2253 1 No 13 4 0 9 Y 4 6 4 1 5 62 51 Travel_Rarely Research & Development 18 3 1 Male 3 5 2 L N Research Director 19537 6462 7 No 13 3 0 23 N 3 20 18 15 15 43 21 Travel_Rarely Research & Development 14 1 4 Female 2 1 2 H Y Research and Design Specialists 2070 25326 1 Yes 11 3 0 2 Y 4 2 2 2 2 60 36 Non-Travel Production 14 4 2 Female 3 2 4 H N Machinists 5674 6927 7 No 15 3 1 11 Y 3 9 8 0 8 64 54 Travel_Rarely Research & Development 19 3 3 Female 3 2 3 L Y Manufacturing Director 4440 25198 1 Yes 19 4 0 9 Y 3 5 2 1 4 76 38 Non-Travel Sales 17 3 3 Female 3 2 4 L Y Sales Executive 5666 19899 9 Yes 13 2 0 6 Y 3 5 3 1 3 63 49 Travel_Rarely Research & Development 22 4 1 Female 3 4 1 L N Research Director 16413 3498 1 No 16 2 2 27 N 3 4 2 1 2 37 38 Travel_Frequently Research & Development 16 4 1 Female 4 2 2 H N Manufacturing Director 5980 26085 2 Yes 12 4 0 17 Y 3 15 7 4 12 77 29 Travel_Rarely Finance 19 3 1 Male 3 2 2 L N Accountant 9112 10023 3 No 20 4 1 8 Y 2 8 6 3 5 40 25 Travel_Rarely Finance 8 3 1 Male 2 3 1 L Y Accountant 9830 10813 7 Yes 16 4 1 9 N 2 8 4 2 5 58 42 Non-Travel Research & Development 5 1 3 Male 3 4 2 L N Manager 17861 26582 7 Yes 13 4 0 21 Y 2 20 8 2 10 66 30 Travel_Rarely Finance 23 4 2 Male 3 3 4 H N Accountant 8400 9240 9 No 15 3 1 9 N 1 9 2 3 5 36 45 Travel_Rarely Production 14 5 3 Female 1 2 1 L N Machinists 5769 23447 1 Yes 14 1 0 10 N 3 10 7 1 4 40 28 Travel_Frequently Sales 2 3 3 Male 3 2 1 L Y Sales Executive 4898 11827 9 No 14 4 0 5 Y 3 4 2 1 3 55 48 Travel_Rarely Research & Development 3 3 1 Male 2 2 2 H Y Customercare Representative 4240 13119 5 No 13 4 0 19 Y 3 2 2 2 2 53 42 Travel_Rarely Research & Development 13 4 4 Male 3 2 2 L Y Research and Design Specialists 5410 11189 8 Yes 17 3 1 9 Y 2 4 3 1 2 53 47 Travel_Frequently Sales 16 3 3 Male 1 4 2 L Y Sales Executive 12936 24164 2 No 11 3 0 25 Y 1 23 5 14 10 50 30 Travel_Frequently Human Resources 22 3 3 Female 2 1 2 L N Human Resources 2180 9732 9 No 11 3 1 6 Y 2 4 2 1 2 54 44 Non-Travel Production 19 3 2 Male 3 2 1 H N Machinists 2042 25043 4 No 12 3 1 17 N 4 3 2 1 2 64 26 Travel_Rarely Research & Development 9 3 1 Female 3 1 2 H N Research and Design Specialists 2061 11133 1 No 21 1 0 1 Y 3 1 0 0 0 61 36 Travel_Frequently Research & Development 1 2 4 Female 3 2 2 L Y Manufacturing Director 5131 9192 2 No 13 2 3 18 Y 3 4 2 0 2 93 49 Travel_Rarely Finance 5 4 1 Male 3 3 1 L Y Accountant 9898 10888 2 No 17 2 1 6 N 1 2 2 1 2 82 28 Travel_Rarely Sales 4 2 4 Female 3 2 2 L N Sales Executive 9854 23352 9 Yes 11 4 0 6 N 3 2 0 2 2 36 29 Travel_Frequently Production 20 1 4 Male 3 1 4 L Y Machinists 3812 7003 3 No 13 2 0 11 Y 4 11 8 3 10 64 36 Travel_Rarely Research & Development 1 1 3 Male 3 2 2 L Y Customercare Representative 6586 4821 5 Yes 17 1 1 17 Y 2 16 8 4 11 61 47 Travel_Rarely Sales 21 2 4 Female 3 2 2 H Y Sales Executive 4163 8571 5 Yes 17 3 0 9 Y 3 9 0 0 7 68 47 Travel_Frequently Finance 12 4 1 Female 3 3 3 H N Accountant 9542 10496 2 No 15 3 0 9 N 3 7 7 3 4 48 30 Travel_Rarely Research & Development 5 2 4 Female 3 2 2 L Y Research and Design Specialists 5775 11934 1 No 13 4 2 11 N 3 10 8 1 9 24 32 Non-Travel Production 15 4 4 Female 3 1 2 L N Machinists 4025 11135 5 No 12 2 0 10 N 3 8 7 7 7 24 53 Travel_Rarely Research & Development 13 3 4 Male 4 4 2 L Y Research Director 16598 19764 3 No 12 2 0 35 Y 2 9 8 8 8 62 47 Travel_Rarely Research & Development 8 2 1 Female 3 2 2 L N Manufacturing Director 5070 7389 5 No 13 3 3 20 N 3 5 0 0 4 41 33 Travel_Rarely Sales 7 4 1 Male 3 2 1 L N Sales Executive 6392 10589 5 No 13 4 1 8 N 1 2 2 2 2 47 25 Travel_Frequently Finance 1 3 2 Female 3 2 3 L N Accountant 8832 9715 3 No 20 2 0 8 N 2 7 5 1 6 36 50 Travel_Rarely Finance 18 4 2 Male 3 3 4 H N Accountant 8305 9136 6 No 16 2 0 7 N 2 9 3 3 3 35 29 Travel_Rarely Finance 16 4 1 Male 2 2 2 L N Accountant 8525 9378 3 No 17 2 1 10 Y 3 3 6 3 7 25 35 Non-Travel Research & Development 15 4 3 Female 3 2 2 L N Customercare Representative 4148 12250 5 No 12 4 1 15 Y 3 14 11 2 9 77 39 Travel_Rarely Production 5 4 3 Female 3 1 4 H Y Machinists 2232 15417 7 No 14 3 3 7 Y 3 3 2 1 2 63 41 Travel_Rarely Sales 25 5 2 Female 3 4 2 H N Manager 16595 5626 7 No 16 2 1 22 Y 3 18 16 11 8 57 37 Travel_Rarely Research & Development 3 3 3 Male 3 3 1 H N Manufacturing Director 9434 9606 8 No 15 3 1 10 Y 3 10 7 7 8 58 35 Travel_Rarely Research & Development 11 3 2 Female 4 3 1 H N Manager 11996 19100 7 No 18 2 1 10 Y 2 7 7 6 2 56 37 Travel_Rarely Production 20 3 4 Female 3 1 2 L N Machinists 3034 26914 1 No 12 3 1 18 N 2 18 7 12 17 49 26 Travel_Rarely Production 15 3 3 Male 4 1 2 L Y Machinists 3578 23577 5 No 12 4 0 8 Y 3 7 7 0 7 73 31 Travel_Frequently Research & Development 6 2 3 Female 2 3 2 H N Manufacturing Director 8943 14034 1 No 24 1 1 10 Y 3 10 9 8 9 66 49 Travel_Rarely IT_Suppport 19 3 2 Male 3 4 2 L N IT specialists 5931 6524 2 No 19 2 0 5 N 2 2 7 3 7 38 33 Travel_Rarely Research & Development 24 3 4 Male 2 2 2 L Y Manufacturing Director 4320 24152 2 No 13 4 0 5 N 3 5 3 0 2 41 35 Travel_Rarely Production 25 4 3 Male 2 1 1 L N Machinists 3743 10074 2 Yes 24 4 1 5 N 1 4 2 0 2 34 23 Travel_Rarely Production 2 3 3 Male 4 1 2 H Y Machinists 1601 3445 1 Yes 21 3 2 1 Y 3 0 0 0 0 52 30 Travel_Rarely Research & Development 24 4 2 Female 3 3 2 L N Manager 11916 25927 1 Yes 23 4 2 9 Y 3 9 1 0 8 50 47 Travel_Rarely Finance 18 3 1 Male 2 3 1 L Y Accountant 9554 10509 2 No 15 2 0 5 Y 3 9 7 2 4 85 34 Travel_Rarely Sales 20 3 1 Male 3 3 2 L Y Sales Executive 9888 6770 2 No 21 1 0 14 Y 2 14 8 2 1 57 38 Travel_Frequently Research & Development 12 3 4 Male 4 1 2 H N Research and Design Specialists 2610 15748 3 No 11 4 3 4 Y 3 4 2 0 3 72 34 Travel_Rarely Sales 16 3 3 Female 3 1 2 L N Sales Representative 2579 2912 9 Yes 18 4 2 8 N 3 8 2 0 6 46 39 Travel_Frequently Research & Development 21 3 4 Female 3 3 2 H N Manufacturing Director 10880 5083 1 Yes 13 3 0 21 N 3 21 6 2 8 46 36 Travel_Rarely Production 8 3 2 Female 4 1 1 L N Machinists 3038 22002 3 No 12 2 0 5 Y 3 1 0 0 0 40 34 Travel_Frequently Production 9 3 3 Female 3 2 2 L N Machinists 4444 22534 9 No 13 3 2 15 N 4 11 8 5 10 48 40 Travel_Rarely Production 19 4 1 Male 3 1 2 L Y Machinists 2406 4060 3 No 19 3 2 8 Y 2 1 0 0 0 72 38 Non-Travel Sales 1 2 4 Male 2 2 3 H N Sales Executive 5249 19682 3 No 18 4 1 13 Y 3 8 7 7 5 83 36 Non-Travel Sales 17 4 2 Male 3 3 1 H N Sales Executive 9980 15318 1 No 14 4 0 10 Y 2 10 3 9 7 55 35 Travel_Rarely Research & Development 15 4 2 Male 3 2 3 L Y Research and Design Specialists 5098 18698 7 No 19 2 0 10 Y 3 10 7 0 8 71 21 Travel_Rarely Research & Development 24 1 3 Male 3 1 3 L N Research and Design Specialists 3117 26009 1 No 18 3 0 3 Y 3 2 2 2 2 84 36 Travel_Rarely Research & Development 24 4 3 Female 3 2 2 L Y Manufacturing Director 5410 2323 4 Yes 11 4 0 18 Y 3 16 14 5 12 61 35 Travel_Rarely Finance 22 3 2 Female 2 3 4 H N Accountant 8872 9759 6 Yes 19 4 1 10 N 3 3 5 2 4 47 32 Travel_Rarely Research & Development 7 4 2 Female 4 1 2 L Y Research and Design Specialists 3312 18783 6 No 17 4 2 6 Y 3 3 2 0 2 61 46 Travel_Rarely Research & Development 6 4 4 Male 3 3 4 H N Customercare Representative 9396 12368 7 No 16 3 1 17 Y 3 4 2 0 3 65 30 Travel_Rarely Research & Development 11 1 2 Male 3 1 2 L N Research and Design Specialists 2862 3811 6 No 12 2 1 10 Y 2 10 0 0 8 50 32 Travel_Rarely Sales 23 3 4 Male 2 2 2 H Y Sales Executive 5484 16985 1 No 14 3 1 13 Y 2 13 8 4 8 57 59 Travel_Rarely Sales 7 3 3 Female 2 2 4 L Y Sales Executive 5171 16490 5 No 17 4 0 13 Y 3 6 1 0 5 63 42 Travel_Rarely Research & Development 15 2 4 Female 4 2 4 H Y Research and Design Specialists 6545 23016 3 Yes 13 3 0 10 Y 3 3 2 0 2 63 36 Travel_Rarely Research & Development 8 4 1 Male 3 2 2 L N Customercare Representative 5347 7419 7 No 14 2 2 10 N 2 3 2 0 2 46 26 Travel_Rarely Production 22 2 1 Male 2 1 2 L Y Machinists 3955 11141 2 No 16 1 2 6 Y 3 5 3 1 3 61 25 Travel_Rarely Sales 10 1 2 Male 3 1 2 L N Sales Representative 2096 26376 5 No 11 3 0 7 N 3 7 4 0 6 36 40 Travel_Rarely Finance 5 4 1 Male 3 2 2 L Y Accountant 9039 9943 2 No 15 3 0 7 N 3 4 2 2 3 84 40 Travel_Rarely Sales 9 2 2 Male 1 2 2 L N Sales Executive 7457 13273 2 Yes 22 3 3 6 N 2 4 3 0 2 43 44 Travel_Rarely Research & Development 9 3 1 Female 3 3 2 L N Customercare Representative 7978 14075 4 No 11 4 1 10 N 3 10 7 0 5 25 42 Travel_Rarely Finance 16 3 2 Male 2 2 2 L Y Accountant 8989 9888 4 Yes 18 4 1 10 N 1 7 3 2 3 71 39 Travel_Rarely Research & Development 25 1 3 Male 3 3 1 L N Research Director 13464 7914 6 No 21 3 0 9 Y 3 4 3 2 2 55 31 Travel_Rarely Sales 16 1 2 Male 3 2 2 H N Sales Executive 6582 8346 4 Yes 13 3 0 10 Y 4 6 5 0 5 72 32 Travel_Rarely Sales 10 5 4 Male 3 2 2 H N Sales Executive 9204 23343 5 No 12 3 1 7 Y 2 4 3 0 3 72 30 Non-Travel Research & Development 14 3 3 Male 3 1 1 H Y Research and Design Specialists 1274 7152 2 No 13 2 2 1 Y 2 1 0 0 0 51 51 Travel_Rarely Production 8 3 1 Male 3 2 4 L N Production Supervisors 6735 7409 8 No 19 3 1 10 N 1 9 5 3 2 32 37 Travel_Rarely Research & Development 13 3 3 Male 3 2 2 L Y Manufacturing Director 5768 26493 3 No 17 1 3 9 N 2 4 3 0 2 19 38 Travel_Frequently Research & Development 3 3 4 Male 3 2 1 L Y Research and Design Specialists 4735 9867 3 No 15 4 2 19 N 4 13 11 2 9 47 45 Travel_Rarely Research & Development 13 4 1 Male 3 3 3 H N Customercare Representative 7441 20933 4 No 12 1 3 10 Y 3 10 8 7 7 81 35 Non-Travel Research & Development 8 2 3 Male 2 3 3 H N Customercare Representative 9884 8302 2 Yes 13 3 1 10 Y 3 4 0 2 3 69 40 Travel_Rarely Research & Development 16 1 4 Female 2 1 2 L N Research and Design Specialists 2342 22929 4 Yes 20 4 0 5 N 2 4 2 2 3 48 32 Non-Travel Sales 24 4 4 Male 4 2 2 L N Sales Executive 4707 23914 5 No 12 4 0 6 N 3 4 2 1 2 42 26 Travel_Rarely Sales 14 3 3 Male 3 2 3 H Y Sales Executive 5296 20156 1 No 17 2 1 8 Y 3 8 7 7 7 75 56 Travel_Rarely Research & Development 20 2 1 Female 3 1 4 H N Research and Design Specialists 2066 10494 4 No 22 4 1 5 Y 4 3 2 1 0 63 29 Travel_Rarely Production 13 5 2 Male 2 1 2 H N Machinists 3983 7621 0 No 17 3 0 4 Y 3 3 2 2 2 52 38 Travel_Rarely Sales 3 3 3 Male 3 2 3 H N Sales Executive 9924 12355 6 No 11 4 1 10 Y 3 9 8 7 7 76 25 Travel_Rarely Sales 1 4 3 Male 3 2 3 L Y Sales Executive 4950 20623 5 No 14 2 0 5 Y 3 4 3 1 1 88 25 Travel_Rarely Research & Development 11 1 4 Male 2 1 2 L N Research and Design Specialists 2889 26897 1 No 11 3 2 2 N 3 2 2 2 1 43 40 Travel_Rarely Sales 22 2 1 Male 3 2 4 H Y Sales Executive 5473 19345 9 No 12 4 0 9 Y 4 8 4 7 1 63 33 Travel_Rarely Research & Development 22 2 2 Female 3 2 2 L Y Customercare Representative 4878 21653 5 Yes 13 1 1 10 Y 3 9 7 8 1 61 56 Travel_Rarely Research & Development 16 4 2 Female 3 1 2 L Y Research and Design Specialists 4963 4510 9 Yes 18 1 3 7 N 3 5 4 4 3 33 34 Travel_Rarely Production 6 3 2 Male 3 1 1 L N Machinists 2008 6896 5 No 14 2 2 1 N 3 1 0 1 0 47 52 Travel_Rarely Research & Development 21 2 4 Male 3 2 2 H N Research and Design Specialists 5577 22087 6 Yes 12 2 2 18 Y 3 10 9 6 9 53 30 Travel_Rarely Research & Development 17 3 3 Male 4 2 1 L Y Customercare Representative 5294 9128 8 No 16 3 1 10 N 3 7 0 1 7 20 56 Travel_Rarely Production 16 3 4 Male 1 3 3 H N Manufacturing Director 7260 21698 4 No 11 1 0 37 Y 2 6 4 0 2 51 29 Travel_Frequently Research & Development 12 2 4 Male 2 1 1 L N Research and Design Specialists 2439 14753 7 Yes 24 2 0 1 N 2 1 0 1 0 21 34 Travel_Rarely Sales 21 1 2 Female 3 2 2 H Y Sales Executive 5714 5829 9 No 20 1 0 6 Y 2 6 5 1 3 61 29 Travel_Rarely Research & Development 20 3 3 Male 3 1 2 H N Research and Design Specialists 2340 22673 1 No 19 1 0 6 Y 3 6 5 1 5 57 33 Travel_Frequently Research & Development 14 2 4 Male 3 2 2 L Y Customercare Representative 5968 18079 6 No 20 3 3 9 Y 3 9 7 2 8 53 33 Travel_Rarely Production 15 4 1 Male 2 2 3 L N Production Supervisors 5758 6334 7 Yes 15 1 1 9 N 1 2 2 1 5 37 28 Travel_Rarely Research & Development 14 3 3 Female 3 1 2 H Y Research and Design Specialists 2377 9834 2 No 18 2 1 6 Y 3 2 2 2 2 54 55 Travel_Rarely Finance 12 3 1 Male 3 2 4 L Y Accountant 8618 9480 2 Yes 15 4 1 8 Y 2 3 6 3 5 73 52 Non-Travel Sales 22 4 1 Male 2 5 4 H Y Manager 19068 21030 1 Yes 18 4 0 33 Y 4 33 7 15 12 79 26 Travel_Frequently Research & Development 15 1 1 Female 2 1 4 L Y Research and Design Specialists 2007 25265 7 No 13 3 2 5 Y 3 5 3 1 3 67 48 Travel_Frequently Production 5 4 1 Female 4 5 4 L N Production Supervisors 5921 6513 5 No 15 2 0 5 Y 1 5 3 1 6 38 40 Travel_Rarely Research & Development 11 1 4 Female 3 5 2 H Y Manager 19033 6499 1 No 14 2 1 21 Y 3 20 8 9 9 59 42 Travel_Frequently Sales 21 3 3 Male 3 4 2 L Y Sales Executive 13758 2447 7 Yes 12 2 0 22 N 2 21 9 13 14 44 56 Travel_Rarely Human Resources 10 4 4 Male 3 5 2 H N Manager 19717 4022 8 No 14 1 0 36 Y 3 7 3 7 7 62 21 Travel_Rarely Research & Development 22 2 4 Male 2 1 2 H N Research and Design Specialists 3230 10531 1 No 17 1 0 3 Y 4 3 2 1 0 59 29 Travel_Rarely Research & Development 11 3 4 Male 3 2 4 H N Manufacturing Director 4262 22645 4 No 12 2 2 8 Y 4 3 2 1 2 65 31 Non-Travel Research & Development 3 3 2 Male 3 2 2 L Y Manufacturing Director 9936 3787 8 No 19 2 0 10 Y 3 9 4 1 7 70 46 Travel_Frequently Research & Development 3 1 1 Female 3 3 1 H N Customercare Representative 10527 8984 5 No 11 4 0 28 Y 2 2 2 1 2 51 26 Travel_Rarely Production 6 3 3 Male 3 1 2 L Y Machinists 2867 20006 4 No 13 4 0 8 Y 2 7 7 7 6 60 30 Travel_Frequently Research & Development 22 3 3 Male 3 1 1 L N Research and Design Specialists 2285 3427 9 Yes 23 3 0 3 N 3 1 0 0 0 26 39 Non-Travel Sales 2 4 1 Female 1 2 2 L N Sales Executive 5736 3987 5 No 19 3 1 10 N 3 3 2 1 2 43 30 Travel_Rarely Sales 4 4 4 Female 3 2 2 L Y Sales Executive 4779 12761 7 No 14 2 2 8 Y 3 3 2 0 2 70 35 Travel_Rarely Research & Development 20 3 4 Male 3 3 1 H N Customercare Representative 7632 14295 4 Yes 12 3 0 10 Y 3 8 7 0 0 55 27 Travel_Rarely Sales 7 3 4 Female 2 2 2 L N Sales Executive 5769 7100 8 Yes 11 4 0 6 Y 3 6 2 4 4 50 25 Travel_Rarely Sales 2 1 3 Male 3 2 2 L Y Sales Executive 4194 14363 6 Yes 18 4 0 5 Y 3 5 3 0 3 59 35 Travel_Rarely Research & Development 1 4 4 Female 4 1 3 H Y Research and Design Specialists 2506 13301 1 No 13 3 0 7 Y 3 2 2 2 2 83 55 Travel_Rarely Sales 16 5 3 Male 2 5 1 H N Manager 19586 23037 8 No 21 3 1 36 N 3 36 6 2 13 35 34 Travel_Rarely Research & Development 24 1 2 Male 3 1 1 L Y Research and Design Specialists 2960 17102 2 No 11 3 0 8 N 3 4 2 1 3 31 37 Travel_Rarely Sales 18 4 4 Female 2 2 1 L Y Sales Executive 6694 24223 9 Yes 14 3 3 8 Y 3 1 0 0 0 58 53 Travel_Rarely Sales 1 3 1 Male 3 4 2 L Y Sales Executive 11836 22789 4 No 14 3 1 28 Y 3 2 0 2 2 61 30 Travel_Rarely Production 7 1 4 Male 2 2 4 L Y Machinists 5126 15998 1 Yes 12 3 2 10 Y 2 10 8 3 0 36 44 Travel_Rarely Human Resources 19 2 2 Male 2 3 2 L Y Human Resources 10482 2326 6 No 14 4 1 24 Y 3 20 6 3 6 62 55 Travel_Rarely Sales 9 3 1 Male 4 2 3 L Y IT specialists 6996 7696 9 Yes 19 3 1 10 Y 3 5 4 1 5 84 33 Travel_Frequently Sales 23 3 4 Female 3 2 1 H Y Sales Executive 4302 13401 5 No 17 3 1 4 Y 3 3 2 0 2 58 32 Travel_Frequently Finance 9 4 1 Female 2 3 1 L Y Accountant 9797 10777 2 No 15 1 1 8 Y 2 6 2 3 7 74 40 Travel_Rarely Production 20 2 3 Male 3 2 2 L N Machinists 2741 16523 8 Yes 15 3 1 15 N 4 7 2 3 7 36 31 Travel_Frequently Research & Development 10 3 1 Male 3 3 1 L N Customercare Representative 9824 22908 3 No 12 1 0 12 N 3 1 0 0 0 34 33 Travel_Rarely Research & Development 11 3 3 Male 3 1 2 H N Research and Design Specialists 2500 10515 0 No 14 1 0 4 Y 4 3 1 0 2 54 33 Travel_Rarely Research & Development 11 3 1 Male 3 1 2 L N Research and Design Specialists 2781 6311 1 No 13 2 1 15 Y 3 14 10 4 10 59 39 Travel_Rarely Production 16 3 2 Male 4 2 1 L N Production Supervisors 5880 6468 6 No 18 1 0 7 N 1 2 4 3 7 30 38 Travel_Rarely Research & Development 17 1 2 Male 3 2 1 L N Customercare Representative 6673 11354 7 Yes 19 2 0 17 N 3 1 0 0 0 18 34 Travel_Rarely Sales 8 4 2 Male 4 2 2 L Y Sales Executive 9725 12278 1 No 11 4 1 16 Y 2 15 1 0 9 66 43 Travel_Rarely Research & Development 14 2 2 Male 3 4 2 L N Research Director 17159 5200 3 No 24 3 1 22 N 3 4 1 1 0 41 36 Travel_Rarely Sales 24 4 3 Female 2 2 1 H N Sales Executive 5647 13494 7 No 13 1 2 11 Y 2 3 2 0 2 58 37 Travel_Rarely Finance 24 4 2 Male 2 2 1 L Y Accountant 8745 9620 4 No 16 2 0 10 Y 2 8 3 1 4 82 57 Travel_Rarely Research & Development 18 2 3 Male 4 3 2 H N Customercare Representative 9439 23402 3 Yes 16 2 1 12 Y 1 5 3 1 4 54 37 Travel_Rarely Sales 5 4 3 Male 3 2 1 H N Sales Executive 6502 22825 4 No 14 2 1 7 Y 4 5 4 0 1 56 32 Travel_Rarely Finance 3 4 1 Male 2 3 1 L Y Accountant 9512 10463 8 No 18 1 0 8 Y 1 3 2 3 2 69 40 Non-Travel Sales 24 3 2 Female 4 4 1 L N Sales Executive 13194 17071 7 Yes 16 4 0 22 N 2 1 0 0 0 29 32 Travel_Rarely Research & Development 23 1 4 Male 3 1 4 H N Research and Design Specialists 2956 15178 1 No 13 4 0 1 Y 3 1 0 0 0 59 50 Travel_Rarely Research & Development 5 3 3 Male 3 4 2 L N Research Director 17639 6881 8 No 16 4 0 30 Y 3 4 3 0 3 50 42 Travel_Rarely Production 19 3 3 Male 2 1 2 L Y Machinists 4841 24052 1 No 14 2 1 4 Y 3 1 0 0 0 70 32 Travel_Rarely Sales 22 2 1 Male 1 2 1 L Y Sales Executive 6735 12147 8 No 15 2 0 10 N 3 0 0 0 0 29 34 Travel_Frequently Research & Development 20 3 2 Male 3 4 1 L N Research Director 17007 11929 5 No 14 4 2 16 Y 2 14 8 6 9 55 46 Travel_Frequently Production 4 3 2 Male 4 3 3 L N Production Supervisors 5100 5610 2 Yes 20 2

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