| A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z | AA | AB | AC | AD | AE | AF | AG | AH | AI | AJ | AK | AL | AM | AN | AO | AP | AQ | AR | AS | AT | AU | AV | AW | AX | AY | AZ | BA | BB | BC | BD | BE | BF | BG | BH | BI | BJ | BK | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | Age | Attrition | BusinessTravel | DailyRate | Department | DistanceFromHome | Education | EducationField | EmployeeCount | EmployeeNumber | EnvironmentSatisfaction | Gender | HourlyRate | JobInvolvement | JobLevel | JobRole | JobSatisfaction | MaritalStatus | MonthlyIncome | MonthlyRate | NumCompaniesWorked | Over18 | OverTime | PercentSalaryHike | PerformanceRating | RelationshipSatisfaction | StandardHours | StockOptionLevel | TotalWorkingYears | TrainingTimesLastYear | WorkLifeBalance | YearsAtCompany | YearsInCurrentRole | YearsSinceLastPromotion | YearsWithCurrManager | ||||||||||||||||||||||||||||
2 | 31 | No | Non-Travel | 158 | Software | 7 | 3 | Medical | 1 | 1 | 3 | Male | 42 | 2 | 3 | Developer | 1 | Married | 42,682.00 | 298,774.00 | 2 | Y | No | 20 | 4 | 1 | 80 | 2 | 15 | 1 | 2 | 12 | 4 | 10 | 11 | ||||||||||||||||||||||||||||
3 | 38 | No | Travel_Rarely | 985 | Human Resources | 33 | 5 | Life Sciences | 1 | 2 | 1 | Female | 66 | 2 | 4 | Healthcare Representative | 3 | Single | 45,252.00 | 45,252.00 | 8 | Y | No | 2 | 1 | 3 | 80 | 4 | 5 | 4 | 3 | 1 | 1 | 1 | 1 | ||||||||||||||||||||||||||||
4 | 59 | Yes | Non-Travel | 1273 | Sales | 5 | 2 | Technical Degree | 1 | 3 | 4 | Female | 96 | 1 | 3 | Manufacturing Director | 2 | Married | 46,149.00 | 507,639.00 | 7 | Y | Yes | 39 | 3 | 2 | 80 | 2 | 9 | 5 | 1 | 6 | 6 | 4 | 3 | ||||||||||||||||||||||||||||
5 | 52 | Yes | Travel_Rarely | 480 | Support | 2 | 5 | Marketing | 1 | 4 | 4 | Female | 71 | 2 | 4 | Human Resources | 1 | Married | 27,150.00 | 27,150.00 | 4 | Y | No | 16 | 3 | 2 | 80 | 2 | 22 | 4 | 4 | 10 | 9 | 5 | 6 | ||||||||||||||||||||||||||||
6 | 32 | No | Non-Travel | 543 | Human Resources | 7 | 5 | Human Resources | 1 | 5 | 2 | Male | 122 | 3 | 3 | Manager | 2 | Divorced | 15,894.00 | 47,682.00 | 6 | Y | Yes | 42 | 3 | 4 | 80 | 2 | 30 | 3 | 4 | 29 | 27 | 9 | 7 | ||||||||||||||||||||||||||||
7 | 19 | Yes | Non-Travel | 779 | Hardware | 43 | 1 | Medical | 1 | 6 | 2 | Female | 195 | 4 | 3 | Research Director | 3 | Married | 41,552.00 | 1,246,560.00 | 3 | Y | Yes | 15 | 4 | 3 | 80 | 1 | 33 | 4 | 2 | 16 | 4 | 14 | 3 | ||||||||||||||||||||||||||||
8 | 42 | Yes | Non-Travel | 934 | Support | 26 | 4 | Human Resources | 1 | 7 | 2 | Female | 80 | 3 | 5 | Sales Executive | 4 | Divorced | 5,303.00 | 148,484.00 | 3 | Y | No | 45 | 4 | 1 | 80 | 1 | 4 | 3 | 4 | 2 | 1 | 1 | 2 | ||||||||||||||||||||||||||||
9 | 30 | No | Travel_Rarely | 380 | Support | 19 | 3 | Marketing | 1 | 8 | 4 | Male | 165 | 1 | 4 | Human Resources | 4 | Single | 28,555.00 | 571,100.00 | 2 | Y | Yes | 35 | 3 | 2 | 80 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 8336 | Software | ||||||||||||||||||||||||||
10 | 41 | No | Travel_Frequently | 1464 | Software | 16 | 1 | Life Sciences | 1 | 9 | 3 | Male | 134 | 1 | 2 | Manager | 4 | Divorced | 3,241.00 | 87,507.00 | 7 | Y | No | 1 | 1 | 3 | 80 | 2 | 8 | 1 | 2 | 2 | 1 | 2 | 2 | 8169 | Hardware | ||||||||||||||||||||||||||
11 | 45 | No | Travel_Frequently | 1020 | Human Resources | 17 | 5 | Life Sciences | 1 | 10 | 4 | Female | 137 | 2 | 4 | Manager | 2 | Married | 4,323.00 | 116,721.00 | 4 | Y | Yes | 32 | 1 | 3 | 80 | 4 | 6 | 4 | 4 | 5 | 3 | 4 | 1 | 8418 | Human Resources | ||||||||||||||||||||||||||
12 | 36 | No | Travel_Rarely | 987 | Sales | 33 | 4 | Other | 1 | 11 | 3 | Male | 159 | 3 | 1 | Human Resources | 3 | Married | 10,587.00 | 95,283.00 | 0 | Y | Yes | 47 | 4 | 2 | 80 | 1 | 38 | 3 | 4 | 24 | 19 | 8 | 6 | 8319 | Research & Development | ||||||||||||||||||||||||||
13 | 23 | No | Travel_Frequently | 135 | Human Resources | 20 | 4 | Life Sciences | 1 | 12 | 2 | Female | 51 | 2 | 2 | Manufacturing Director | 2 | Divorced | 7,446.00 | 141,474.00 | 8 | Y | Yes | 44 | 1 | 2 | 80 | 4 | 16 | 5 | 3 | 8 | 6 | 7 | 6 | 8453 | Sales | ||||||||||||||||||||||||||
14 | 24 | Yes | Non-Travel | 1086 | Support | 15 | 1 | Marketing | 1 | 13 | 4 | Female | 189 | 3 | 1 | Manufacturing Director | 4 | Married | 34,153.00 | 648,907.00 | 7 | Y | No | 17 | 1 | 3 | 80 | 1 | 30 | 2 | 2 | 15 | 3 | 8 | 4 | 8305 | Support | ||||||||||||||||||||||||||
15 | 39 | Yes | Non-Travel | 673 | Research & Development | 16 | 2 | Human Resources | 1 | 14 | 2 | Female | 69 | 4 | 2 | Sales Executive | 2 | Married | 47,844.00 | 382,752.00 | 1 | Y | No | 47 | 1 | 4 | 80 | 1 | 14 | 4 | 2 | 13 | 9 | 11 | 5 | ||||||||||||||||||||||||||||
16 | 42 | Yes | Travel_Rarely | 145 | Human Resources | 31 | 3 | Life Sciences | 1 | 15 | 3 | Male | 127 | 3 | 1 | Developer | 4 | Married | 21,432.00 | 21,432.00 | 4 | Y | Yes | 48 | 2 | 1 | 80 | 4 | 2 | 6 | 2 | 1 | 1 | 1 | 1 | ||||||||||||||||||||||||||||
17 | 44 | Yes | Travel_Frequently | 717 | Software | 10 | 2 | Human Resources | 1 | 16 | 3 | Female | 151 | 1 | 5 | Sales Representative | 4 | Divorced | 50,393.00 | 1,058,253.00 | 6 | Y | Yes | 42 | 2 | 1 | 80 | 2 | 27 | 3 | 1 | 27 | 13 | 18 | 18 | ||||||||||||||||||||||||||||
18 | 50 | Yes | Travel_Frequently | 460 | Research & Development | 10 | 4 | Human Resources | 1 | 17 | 4 | Male | 181 | 2 | 5 | Manager | 3 | Divorced | 22,090.00 | 66,270.00 | 7 | Y | No | 19 | 2 | 1 | 80 | 2 | 14 | 3 | 3 | 5 | 3 | 4 | 5 | ||||||||||||||||||||||||||||
19 | 42 | No | Travel_Rarely | 1422 | Software | 26 | 4 | Life Sciences | 1 | 18 | 4 | Female | 92 | 4 | 5 | Developer | 3 | Single | 47,968.00 | 47,968.00 | 3 | Y | Yes | 41 | 4 | 2 | 80 | 1 | 5 | 4 | 3 | 4 | 1 | 2 | 3 | ||||||||||||||||||||||||||||
20 | 49 | No | Travel_Frequently | 129 | Research & Development | 41 | 1 | Technical Degree | 1 | 19 | 3 | Female | 81 | 2 | 1 | Manager | 1 | Divorced | 24,665.00 | 98,660.00 | 0 | Y | No | 17 | 2 | 3 | 80 | 4 | 7 | 1 | 3 | 6 | 4 | 3 | 4 | ||||||||||||||||||||||||||||
21 | 58 | Yes | Travel_Rarely | 637 | Support | 5 | 4 | Technical Degree | 1 | 20 | 2 | Female | 66 | 3 | 5 | Manager | 2 | Married | 41,084.00 | 903,848.00 | 7 | Y | No | 46 | 1 | 3 | 80 | 3 | 39 | 6 | 4 | 17 | 3 | 13 | 4 | ||||||||||||||||||||||||||||
22 | 42 | Yes | Travel_Frequently | 699 | Software | 27 | 1 | Life Sciences | 1 | 21 | 3 | Female | 157 | 3 | 1 | Research Scientist | 3 | Single | 29,391.00 | 264,519.00 | 0 | Y | Yes | 43 | 3 | 2 | 80 | 3 | 20 | 2 | 3 | 5 | 5 | 3 | 2 | ||||||||||||||||||||||||||||
23 | 46 | Yes | Travel_Frequently | 198 | Hardware | 4 | 3 | Human Resources | 1 | 22 | 2 | Male | 162 | 3 | 3 | Manufacturing Director | 3 | Single | 3,835.00 | 72,865.00 | 3 | Y | No | 33 | 3 | 4 | 80 | 3 | 18 | 3 | 4 | 9 | 5 | 7 | 3 | ||||||||||||||||||||||||||||
24 | 34 | Yes | Travel_Rarely | 212 | Support | 50 | 4 | Human Resources | 1 | 23 | 2 | Male | 44 | 1 | 1 | Manager | 3 | Single | 30,597.00 | 152,985.00 | 3 | Y | No | 28 | 4 | 1 | 80 | 1 | 36 | 6 | 1 | 30 | 8 | 11 | 4 | Software Department | 8391 | ||||||||||||||||||||||||||
25 | 38 | No | Travel_Frequently | 564 | Research & Development | 14 | 2 | Life Sciences | 1 | 24 | 2 | Female | 71 | 3 | 1 | Healthcare Representative | 1 | Single | 28,296.00 | 679,104.00 | 4 | Y | No | 44 | 1 | 4 | 80 | 2 | 8 | 4 | 2 | 3 | 2 | 2 | 2 | 795 | Developer | ||||||||||||||||||||||||||
26 | 22 | Yes | Non-Travel | 505 | Hardware | 17 | 2 | Human Resources | 1 | 25 | 3 | Male | 44 | 4 | 5 | Manufacturing Director | 4 | Divorced | 44,614.00 | 803,052.00 | 2 | Y | No | 0 | 4 | 2 | 80 | 4 | 15 | 1 | 2 | 6 | 1 | 1 | 2 | 851 | Healthcare Representative | Department | Average of TotalWorkingYears | Average of YearsAtCompany | Average of YearsSinceLastPromotion | Average of YearsInCurrentRole | Average of YearsWithCurrManager | Average of YearsInCurrentRole | PerformanceRating | ||||||||||||||||||
27 | 58 | Yes | Travel_Frequently | 284 | Support | 48 | 3 | Human Resources | 1 | 26 | 2 | Female | 69 | 4 | 3 | Human Resources | 4 | Married | 12,100.00 | 278,300.00 | 0 | Y | No | 38 | 3 | 2 | 80 | 2 | 22 | 4 | 2 | 1 | 1 | 1 | 1 | 870 | Human Resources | Hardware | 20.47937324 | 10.81491003 | 5.870608398 | 6.008813808 | 5.874892888 | Department | Attrition | 1 | 2 | 3 | 4 | Grand Total | |||||||||||||
28 | 51 | Yes | Travel_Rarely | 531 | Sales | 18 | 2 | Other | 1 | 27 | 3 | Male | 146 | 2 | 4 | Developer | 2 | Single | 31,621.00 | 758,904.00 | 2 | Y | No | 1 | 4 | 3 | 80 | 1 | 18 | 3 | 3 | 17 | 17 | 4 | 16 | 814 | Laboratory Technician | Human Resources | 20.45367071 | 10.76954146 | 5.946186743 | 5.89605607 | 5.893799002 | Hardware | No | 6.111111111 | 6.167146974 | 5.692673644 | 5.996047431 | 5.990556901 | |||||||||||||
29 | 38 | No | Non-Travel | 1287 | Software | 34 | 3 | Other | 1 | 28 | 3 | Male | 83 | 1 | 4 | Manufacturing Director | 2 | Single | 6,361.00 | 25,444.00 | 0 | Y | No | 15 | 3 | 1 | 80 | 4 | 10 | 5 | 1 | 5 | 2 | 5 | 2 | 870 | Manager | Research & Development | 20.29847337 | 10.68121168 | 5.875465801 | 5.912489482 | 5.870657531 | Yes | 5.87745098 | 6.141271443 | 5.613772455 | 6.470760234 | 6.02748205 | ||||||||||||||
30 | 52 | Yes | Non-Travel | 1047 | Software | 26 | 2 | Marketing | 1 | 29 | 1 | Female | 112 | 3 | 2 | Developer | 2 | Divorced | 22,383.00 | 268,596.00 | 2 | Y | No | 2 | 3 | 4 | 80 | 4 | 9 | 6 | 2 | 1 | 1 | 1 | 1 | 833 | Manufacturing Director | Sales | 20.61776884 | 10.84419733 | 5.917425766 | 5.8415947 | 5.963918136 | Hardware Total | 5.994623656 | 6.154527559 | 5.654164637 | 6.235034347 | 6.008813808 | ||||||||||||||
31 | 51 | No | Travel_Rarely | 345 | Support | 24 | 3 | Technical Degree | 1 | 30 | 3 | Female | 135 | 4 | 1 | Manager | 4 | Married | 3,641.00 | 105,589.00 | 0 | Y | Yes | 45 | 1 | 3 | 80 | 1 | 3 | 5 | 3 | 2 | 1 | 2 | 2 | 840 | Research Director | Software | 20.64527351 | 10.77507198 | 5.852207294 | 5.887116123 | 5.854126679 | Human Resources | No | 6.098890943 | 5.995260664 | 5.758587786 | 6.006756757 | 5.965884861 | |||||||||||||
32 | 35 | No | Travel_Rarely | 133 | Support | 10 | 2 | Other | 1 | 31 | 3 | Male | 161 | 4 | 5 | Research Scientist | 2 | Married | 23,302.00 | 326,228.00 | 5 | Y | No | 15 | 3 | 2 | 80 | 4 | 18 | 4 | 2 | 10 | 9 | 5 | 2 | 867 | Research Scientist | Support | 20.48452739 | 10.74124022 | 5.767248645 | 5.900782661 | 5.875376279 | Yes | 5.700764818 | 5.783636364 | 5.944333996 | 5.881339713 | 5.825827972 | ||||||||||||||
33 | 56 | No | Non-Travel | 633 | Hardware | 10 | 1 | Marketing | 1 | 32 | 4 | Female | 47 | 2 | 5 | Sales Representative | 2 | Married | 8,138.00 | 179,036.00 | 7 | Y | Yes | 6 | 2 | 1 | 80 | 2 | 10 | 5 | 3 | 2 | 1 | 1 | 2 | 838 | Sales Executive | Grand Total | 20.49686 | 10.7711 | 5.87182 | 5.9073 | 5.88904 | Human Resources Total | 5.903195489 | 5.887238979 | 5.849561831 | 5.94377703 | 5.89605607 | ||||||||||||||
34 | 26 | No | Non-Travel | 1390 | Software | 21 | 1 | Life Sciences | 1 | 33 | 3 | Female | 100 | 4 | 2 | Sales Executive | 2 | Divorced | 35,730.00 | 1,071,900.00 | 0 | Y | Yes | 3 | 4 | 4 | 80 | 4 | 28 | 3 | 3 | 1 | 1 | 1 | 1 | 813 | Sales Representative | Research & Development | No | 6.180443548 | 6.061825319 | 5.721834497 | 5.975119617 | 5.984478936 | |||||||||||||||||||
35 | 42 | No | Travel_Rarely | 623 | Sales | 3 | 4 | Life Sciences | 1 | 34 | 3 | Male | 86 | 3 | 3 | Healthcare Representative | 3 | Divorced | 42,788.00 | 1,026,912.00 | 5 | Y | Yes | 4 | 3 | 2 | 80 | 3 | 26 | 3 | 2 | 6 | 1 | 5 | 6 | Yes | 5.667605634 | 5.790262172 | 5.815340909 | 6.100840336 | 5.843896714 | ||||||||||||||||||||||
36 | 48 | No | Travel_Frequently | 983 | Support | 25 | 1 | Marketing | 1 | 35 | 4 | Male | 111 | 3 | 5 | Research Scientist | 4 | Divorced | 37,974.00 | 455,688.00 | 0 | Y | No | 26 | 4 | 1 | 80 | 4 | 7 | 5 | 1 | 2 | 1 | 2 | 1 | Environment Satisfaction | Job Involvement | Performance Rating | Relation Satisfaction | Work Life Balance | Stock Option Level | Job Satisfaction | Research & Development Total | 5.914924648 | 5.922855774 | 5.769791161 | 6.038752363 | 5.912489482 | |||||||||||||||
37 | 40 | No | Travel_Rarely | 533 | Hardware | 6 | 1 | Life Sciences | 1 | 36 | 3 | Male | 186 | 4 | 5 | Human Resources | 4 | Single | 10,478.00 | 293,384.00 | 1 | Y | Yes | 32 | 4 | 4 | 80 | 1 | 12 | 3 | 4 | 12 | 8 | 7 | 7 | 1 | 12569 | 12534 | 12560 | 12435 | 12387 | 12485 | 12663 | Sales | No | 5.666056725 | 5.90512334 | 5.929212363 | 5.905116279 | 5.848994083 | |||||||||||||
38 | 24 | No | Non-Travel | 1274 | Human Resources | 38 | 4 | Technical Degree | 1 | 37 | 3 | Female | 103 | 3 | 4 | Human Resources | 1 | Divorced | 40,937.00 | 859,677.00 | 5 | Y | No | 48 | 3 | 1 | 80 | 1 | 34 | 2 | 3 | 12 | 4 | 1 | 10 | 2 | 12466 | 12407 | 12525 | 12577 | 12684 | 12406 | 12549 | Yes | 5.847725162 | 5.949860724 | 5.696022727 | 5.84086444 | 5.834200568 | ||||||||||||||
39 | 22 | No | Travel_Frequently | 1079 | Support | 15 | 1 | Other | 1 | 38 | 3 | Female | 175 | 2 | 1 | Sales Representative | 1 | Divorced | 39,035.00 | 234,210.00 | 6 | Y | No | 19 | 2 | 2 | 80 | 3 | 23 | 1 | 4 | 6 | 4 | 3 | 4 | 3 | 12443 | 12453 | 12472 | 12430 | 12535 | 12544 | 12544 | Sales Total | 5.756221198 | 5.927733458 | 5.809616319 | 5.873865265 | 5.8415947 | ||||||||||||||
40 | 58 | Yes | Non-Travel | 1115 | Research & Development | 1 | 2 | Other | 1 | 39 | 2 | Female | 64 | 3 | 5 | Developer | 4 | Married | 40,831.00 | 1,061,606.00 | 3 | Y | No | 3 | 4 | 3 | 80 | 1 | 39 | 2 | 3 | 17 | 14 | 7 | 16 | 4 | 12522 | 12606 | 12443 | 12558 | 12394 | 12565 | 12244 | Software | No | 6.007692308 | 6.095522388 | 6.065862709 | 5.474 | 5.914867815 | |||||||||||||
41 | 30 | Yes | Travel_Rarely | 435 | Research & Development | 40 | 4 | Technical Degree | 1 | 40 | 4 | Male | 106 | 1 | 3 | Laboratory Technician | 3 | Divorced | 2,198.00 | 19,782.00 | 1 | Y | Yes | 23 | 1 | 4 | 80 | 4 | 9 | 1 | 2 | 4 | 2 | 4 | 1 | Yes | 5.804073715 | 5.631481481 | 6.085849057 | 5.922264875 | 5.859957275 | ||||||||||||||||||||||
42 | 38 | No | Travel_Frequently | 1441 | Software | 33 | 2 | Medical | 1 | 41 | 2 | Male | 129 | 2 | 2 | Human Resources | 3 | Married | 4,886.00 | 29,316.00 | 7 | Y | No | 43 | 4 | 2 | 80 | 3 | 3 | 5 | 2 | 1 | 1 | 1 | 1 | Software Total | 5.906325447 | 5.855155875 | 6.075771749 | 5.702742409 | 5.887116123 | ||||||||||||||||||||||
43 | 60 | Yes | Travel_Rarely | 1277 | Research & Development | 16 | 5 | Life Sciences | 1 | 42 | 4 | Male | 136 | 3 | 3 | Sales Representative | 4 | Single | 21,259.00 | 531,475.00 | 7 | Y | No | 18 | 4 | 3 | 80 | 4 | 34 | 2 | 2 | 7 | 4 | 7 | 4 | Support | No | 6.10019084 | 5.822957198 | 5.511004785 | 5.976377953 | 5.852066715 | |||||||||||||||||||||
44 | 36 | Yes | Non-Travel | 735 | Hardware | 22 | 5 | Marketing | 1 | 43 | 1 | Male | 138 | 1 | 1 | Sales Executive | 1 | Divorced | 38,523.00 | 847,506.00 | 4 | Y | No | 22 | 2 | 2 | 80 | 3 | 39 | 6 | 4 | 12 | 3 | 4 | 8 | Yes | 5.947115385 | 6.123138034 | 5.778195489 | 5.957426679 | 5.949136276 | ||||||||||||||||||||||
45 | 59 | Yes | Non-Travel | 873 | Hardware | 26 | 2 | Other | 1 | 44 | 4 | Female | 154 | 2 | 2 | Manager | 1 | Married | 14,544.00 | 407,232.00 | 8 | Y | No | 48 | 4 | 3 | 80 | 2 | 30 | 4 | 3 | 23 | 5 | 1 | 17 | Support Total | 6.02394636 | 5.971498771 | 5.645803698 | 5.966714906 | 5.900782661 | ||||||||||||||||||||||
46 | 45 | No | Travel_Rarely | 111 | Support | 5 | 2 | Life Sciences | 1 | 45 | 3 | Female | 48 | 1 | 4 | Developer | 3 | Married | 44,893.00 | 224,465.00 | 5 | Y | No | 27 | 4 | 1 | 80 | 2 | 18 | 3 | 4 | 17 | 1 | 11 | 15 | Grand Total | 5.915207006 | 5.951776447 | 5.801956382 | 5.96013823 | 5.9073 | ||||||||||||||||||||||
47 | 32 | No | Travel_Frequently | 633 | Software | 11 | 5 | Medical | 1 | 46 | 3 | Female | 56 | 1 | 3 | Developer | 1 | Divorced | 24,444.00 | 24,444.00 | 7 | Y | Yes | 22 | 3 | 3 | 80 | 2 | 13 | 5 | 3 | 13 | 11 | 9 | 12 | ||||||||||||||||||||||||||||
48 | 56 | No | Travel_Frequently | 276 | Software | 45 | 5 | Technical Degree | 1 | 47 | 3 | Male | 44 | 4 | 2 | Sales Executive | 3 | Single | 50,248.00 | 1,406,944.00 | 7 | Y | No | 26 | 3 | 2 | 80 | 3 | 34 | 5 | 1 | 28 | 18 | 20 | 4 | ||||||||||||||||||||||||||||
49 | 57 | No | Travel_Rarely | 377 | Support | 35 | 4 | Medical | 1 | 48 | 2 | Female | 98 | 1 | 1 | Sales Representative | 2 | Divorced | 14,164.00 | 311,608.00 | 8 | Y | Yes | 43 | 4 | 1 | 80 | 1 | 35 | 5 | 3 | 24 | 24 | 4 | 23 | ||||||||||||||||||||||||||||
50 | 53 | Yes | Non-Travel | 1018 | Research & Development | 20 | 2 | Life Sciences | 1 | 49 | 1 | Female | 85 | 3 | 4 | Healthcare Representative | 1 | Single | 31,062.00 | 31,062.00 | 6 | Y | Yes | 17 | 4 | 3 | 80 | 1 | 9 | 1 | 1 | 2 | 1 | 2 | 1 | ||||||||||||||||||||||||||||
51 | 56 | No | Travel_Frequently | 402 | Support | 46 | 3 | Marketing | 1 | 50 | 1 | Female | 95 | 4 | 5 | Healthcare Representative | 1 | Single | 38,894.00 | 972,350.00 | 1 | Y | No | 32 | 4 | 3 | 80 | 3 | 10 | 2 | 1 | 8 | 4 | 5 | 2 | ||||||||||||||||||||||||||||
52 | 26 | Yes | Non-Travel | 197 | Support | 39 | 5 | Human Resources | 1 | 51 | 4 | Female | 200 | 1 | 2 | Laboratory Technician | 3 | Single | 41,349.00 | 992,376.00 | 0 | Y | No | 43 | 2 | 3 | 80 | 3 | 9 | 1 | 2 | 3 | 1 | 1 | 3 | ||||||||||||||||||||||||||||
53 | 29 | Yes | Travel_Rarely | 1148 | Software | 19 | 2 | Other | 1 | 52 | 3 | Male | 57 | 4 | 1 | Sales Executive | 3 | Divorced | 8,574.00 | 51,444.00 | 6 | Y | No | 5 | 2 | 4 | 80 | 3 | 14 | 3 | 1 | 12 | 5 | 2 | 4 | ||||||||||||||||||||||||||||
54 | 32 | Yes | Travel_Rarely | 775 | Software | 10 | 3 | Medical | 1 | 53 | 3 | Female | 170 | 1 | 3 | Manager | 4 | Divorced | 1,120.00 | 7,840.00 | 4 | Y | Yes | 6 | 2 | 4 | 80 | 1 | 28 | 5 | 3 | 6 | 6 | 2 | 2 | ||||||||||||||||||||||||||||
55 | 23 | Yes | Non-Travel | 417 | Sales | 13 | 2 | Marketing | 1 | 54 | 2 | Male | 78 | 4 | 1 | Healthcare Representative | 3 | Married | 21,954.00 | 153,678.00 | 6 | Y | No | 33 | 4 | 1 | 80 | 4 | 3 | 6 | 2 | 2 | 1 | 2 | 1 | ||||||||||||||||||||||||||||
56 | 25 | Yes | Travel_Rarely | 1143 | Human Resources | 27 | 4 | Life Sciences | 1 | 55 | 3 | Male | 162 | 4 | 3 | Manager | 1 | Divorced | 19,402.00 | 19,402.00 | 2 | Y | No | 27 | 3 | 1 | 80 | 2 | 35 | 5 | 1 | 30 | 7 | 11 | 13 | ||||||||||||||||||||||||||||
57 | 30 | No | Non-Travel | 1062 | Software | 40 | 2 | Medical | 1 | 56 | 4 | Male | 119 | 2 | 5 | Human Resources | 1 | Married | 14,128.00 | 141,280.00 | 7 | Y | Yes | 45 | 3 | 3 | 80 | 2 | 31 | 5 | 1 | 28 | 9 | 20 | 7 | ||||||||||||||||||||||||||||
58 | 18 | Yes | Travel_Rarely | 414 | Human Resources | 25 | 4 | Technical Degree | 1 | 57 | 4 | Female | 181 | 4 | 3 | Sales Representative | 1 | Single | 37,768.00 | 604,288.00 | 8 | Y | No | 29 | 1 | 1 | 80 | 2 | 9 | 1 | 1 | 5 | 1 | 5 | 4 | ||||||||||||||||||||||||||||
59 | 51 | Yes | Non-Travel | 381 | Research & Development | 9 | 1 | Other | 1 | 58 | 3 | Female | 152 | 2 | 5 | Sales Representative | 3 | Married | 22,231.00 | 489,082.00 | 3 | Y | No | 47 | 3 | 1 | 80 | 2 | 9 | 5 | 4 | 4 | 2 | 3 | 1 | Average of MonthlyIncome | JobSatisfaction | ||||||||||||||||||||||||||
60 | 57 | Yes | Travel_Rarely | 238 | Human Resources | 6 | 5 | Technical Degree | 1 | 59 | 3 | Female | 168 | 1 | 2 | Human Resources | 2 | Divorced | 42,815.00 | 470,965.00 | 8 | Y | No | 45 | 2 | 1 | 80 | 3 | 23 | 5 | 3 | 13 | 1 | 4 | 7 | Department | Attrition | 1 | 2 | 3 | 4 | Grand Total | |||||||||||||||||||||
61 | 59 | Yes | Travel_Frequently | 1448 | Research & Development | 16 | 4 | Technical Degree | 1 | 60 | 4 | Female | 168 | 4 | 5 | Manufacturing Director | 3 | Married | 36,488.00 | 729,760.00 | 3 | Y | No | 9 | 3 | 1 | 80 | 1 | 16 | 5 | 2 | 12 | 10 | 4 | 5 | Hardware | No | 25,562.46 | 26,530.45 | 26,079.89 | 25,702.42 | 25,966.33 | |||||||||||||||||||||
62 | 20 | No | Travel_Frequently | 462 | Hardware | 3 | 4 | Life Sciences | 1 | 61 | 2 | Female | 55 | 1 | 3 | Research Director | 1 | Married | 8,520.00 | 136,320.00 | 0 | Y | Yes | 45 | 3 | 2 | 80 | 1 | 18 | 3 | 1 | 5 | 1 | 1 | 3 | Yes | 25,753.10 | 26,464.12 | 26,003.37 | 26,165.98 | 26,091.20 | ||||||||||||||||||||||
63 | 42 | Yes | Non-Travel | 109 | Sales | 18 | 1 | Medical | 1 | 62 | 2 | Female | 125 | 4 | 4 | Research Director | 3 | Married | 16,307.00 | 81,535.00 | 4 | Y | Yes | 16 | 2 | 4 | 80 | 2 | 23 | 6 | 1 | 7 | 5 | 1 | 3 | Hardware Total | 25,657.87 | 26,497.81 | 26,042.52 | 25,932.59 | 26,028.07 | ||||||||||||||||||||||
64 | 23 | Yes | Travel_Rarely | 350 | Hardware | 15 | 5 | Medical | 1 | 63 | 3 | Male | 162 | 3 | 4 | Healthcare Representative | 2 | Single | 41,919.00 | 125,757.00 | 3 | Y | No | 41 | 1 | 4 | 80 | 3 | 37 | 3 | 2 | 8 | 1 | 2 | 1 | Human Resources | No | 26,603.95 | 26,030.43 | 25,281.83 | 26,060.80 | 26,001.26 | |||||||||||||||||||||
65 | 53 | Yes | Travel_Frequently | 1191 | Sales | 36 | 4 | Marketing | 1 | 64 | 3 | Female | 90 | 2 | 2 | Manufacturing Director | 4 | Single | 13,590.00 | 380,520.00 | 7 | Y | No | 8 | 3 | 2 | 80 | 3 | 32 | 5 | 3 | 31 | 12 | 11 | 12 | Yes | 26,269.75 | 25,967.37 | 25,874.09 | 26,357.98 | 26,115.95 | ||||||||||||||||||||||
66 | 24 | Yes | Travel_Rarely | 562 | Human Resources | 48 | 2 | Marketing | 1 | 65 | 3 | Female | 121 | 2 | 3 | Developer | 3 | Single | 18,047.00 | 342,893.00 | 3 | Y | No | 17 | 2 | 3 | 80 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Human Resources Total | 26,438.40 | 25,999.69 | 25,582.72 | 26,210.48 | 26,058.45 | ||||||||||||||||||||||
67 | 28 | Yes | Travel_Rarely | 117 | Human Resources | 1 | 5 | Marketing | 1 | 66 | 3 | Female | 39 | 1 | 1 | Human Resources | 3 | Divorced | 7,964.00 | 191,136.00 | 0 | Y | No | 34 | 4 | 1 | 80 | 4 | 31 | 4 | 1 | 6 | 5 | 1 | 6 | Research & Development | No | 25,863.82 | 25,506.54 | 25,737.08 | 25,196.45 | 25,574.63 | |||||||||||||||||||||
68 | 53 | Yes | Travel_Rarely | 1486 | Research & Development | 25 | 3 | Medical | 1 | 67 | 4 | Male | 62 | 4 | 2 | Developer | 3 | Married | 2,564.00 | 23,076.00 | 0 | Y | Yes | 8 | 4 | 1 | 80 | 1 | 20 | 1 | 3 | 3 | 2 | 1 | 1 | Yes | 25,538.78 | 26,241.61 | 26,275.66 | 25,971.71 | 26,007.08 | ||||||||||||||||||||||
69 | 24 | Yes | Travel_Rarely | 1008 | Human Resources | 21 | 4 | Human Resources | 1 | 68 | 3 | Male | 200 | 2 | 3 | Manager | 4 | Married | 21,114.00 | 274,482.00 | 1 | Y | Yes | 10 | 4 | 4 | 80 | 2 | 11 | 5 | 4 | 4 | 4 | 1 | 4 | Research & Development Total | 25,692.27 | 25,888.29 | 26,005.25 | 25,587.45 | 25,796.08 | ||||||||||||||||||||||
70 | 46 | No | Travel_Frequently | 858 | Sales | 25 | 2 | Other | 1 | 69 | 1 | Female | 101 | 3 | 3 | Research Scientist | 3 | Divorced | 23,025.00 | 92,100.00 | 1 | Y | Yes | 25 | 3 | 2 | 80 | 2 | 8 | 3 | 4 | 4 | 4 | 2 | 1 | Sales | No | 25,802.41 | 25,614.80 | 26,372.48 | 26,486.27 | 26,066.62 | |||||||||||||||||||||
71 | 49 | No | Travel_Frequently | 1162 | Support | 44 | 4 | Marketing | 1 | 70 | 4 | Female | 99 | 1 | 2 | Healthcare Representative | 2 | Divorced | 39,899.00 | 518,687.00 | 0 | Y | Yes | 46 | 3 | 1 | 80 | 3 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | Yes | 26,249.85 | 26,475.30 | 25,750.69 | 26,210.60 | 26,170.85 | ||||||||||||||||||||||
72 | 27 | Yes | Travel_Frequently | 945 | Software | 37 | 2 | Other | 1 | 71 | 4 | Female | 65 | 3 | 2 | Human Resources | 1 | Divorced | 12,210.00 | 341,880.00 | 2 | Y | No | 16 | 4 | 1 | 80 | 2 | 15 | 6 | 3 | 7 | 2 | 1 | 4 | Sales Total | 26,025.81 | 26,048.48 | 26,058.81 | 26,350.45 | 26,118.75 | ||||||||||||||||||||||
73 | 27 | Yes | Non-Travel | 1060 | Software | 18 | 4 | Human Resources | 1 | 72 | 2 | Female | 175 | 1 | 3 | Laboratory Technician | 3 | Single | 40,453.00 | 364,077.00 | 1 | Y | Yes | 45 | 1 | 4 | 80 | 2 | 30 | 6 | 1 | 2 | 1 | 2 | 1 | Software | No | 25,795.97 | 26,377.14 | 25,407.15 | 26,436.54 | 26,004.55 | |||||||||||||||||||||
74 | 29 | Yes | Travel_Rarely | 922 | Sales | 15 | 5 | Life Sciences | 1 | 73 | 1 | Male | 37 | 2 | 1 | Sales Representative | 4 | Single | 9,472.00 | 161,024.00 | 6 | Y | No | 23 | 2 | 3 | 80 | 1 | 40 | 3 | 2 | 20 | 8 | 8 | 6 | Yes | 26,695.53 | 25,869.28 | 25,213.84 | 26,405.27 | 26,047.49 | ||||||||||||||||||||||
75 | 46 | Yes | Travel_Rarely | 1335 | Support | 27 | 4 | Marketing | 1 | 74 | 3 | Male | 142 | 2 | 1 | Sales Representative | 1 | Married | 17,944.00 | 125,608.00 | 0 | Y | Yes | 13 | 3 | 1 | 80 | 3 | 5 | 2 | 3 | 1 | 1 | 1 | 1 | Software Total | 26,235.81 | 26,123.45 | 25,307.53 | 26,420.30 | 26,026.25 | ||||||||||||||||||||||
76 | 57 | Yes | Travel_Rarely | 828 | Hardware | 46 | 1 | Human Resources | 1 | 75 | 2 | Female | 142 | 1 | 1 | Research Scientist | 1 | Married | 18,522.00 | 148,176.00 | 7 | Y | Yes | 14 | 1 | 1 | 80 | 3 | 27 | 4 | 2 | 8 | 5 | 4 | 4 | Support | No | 26,053.53 | 26,613.05 | 26,061.19 | 25,788.72 | 26,127.29 | |||||||||||||||||||||
77 | 18 | No | Non-Travel | 314 | Software | 39 | 4 | Technical Degree | 1 | 76 | 3 | Female | 70 | 4 | 4 | Laboratory Technician | 3 | Divorced | 39,184.00 | 470,208.00 | 5 | Y | Yes | 23 | 3 | 2 | 80 | 1 | 36 | 2 | 4 | 29 | 7 | 13 | 27 | Yes | 25,588.12 | 26,267.76 | 25,618.70 | 26,545.98 | 26,003.57 | ||||||||||||||||||||||
78 | 47 | Yes | Travel_Frequently | 430 | Research & Development | 34 | 1 | Other | 1 | 77 | 1 | Female | 67 | 2 | 2 | Developer | 2 | Married | 32,599.00 | 325,990.00 | 7 | Y | No | 21 | 4 | 1 | 80 | 4 | 21 | 3 | 2 | 4 | 1 | 2 | 1 | Support Total | 25,824.78 | 26,437.60 | 25,833.47 | 26,162.04 | 26,065.20 | ||||||||||||||||||||||
79 | 22 | No | Non-Travel | 497 | Software | 50 | 1 | Other | 1 | 78 | 3 | Male | 166 | 3 | 3 | Research Scientist | 4 | Single | 47,785.00 | 334,495.00 | 3 | Y | No | 32 | 1 | 1 | 80 | 1 | 24 | 1 | 3 | 19 | 6 | 7 | 7 | Grand Total | 25,984.35 | 26,163.96 | 25,808.43 | 26,108.85 | 26,015.78 | ||||||||||||||||||||||
80 | 33 | No | Travel_Frequently | 482 | Research & Development | 9 | 4 | Technical Degree | 1 | 79 | 4 | Female | 89 | 4 | 4 | Sales Representative | 1 | Divorced | 50,464.00 | 1,211,136.00 | 5 | Y | Yes | 36 | 2 | 1 | 80 | 1 | 24 | 5 | 4 | 14 | 14 | 13 | 12 | ||||||||||||||||||||||||||||
81 | 19 | Yes | Travel_Frequently | 464 | Hardware | 22 | 4 | Technical Degree | 1 | 80 | 2 | Female | 193 | 4 | 4 | Developer | 4 | Single | 14,031.00 | 364,806.00 | 1 | Y | No | 18 | 2 | 4 | 80 | 4 | 24 | 6 | 2 | 7 | 5 | 1 | 4 | ||||||||||||||||||||||||||||
82 | 52 | Yes | Travel_Frequently | 192 | Hardware | 10 | 1 | Other | 1 | 81 | 3 | Female | 66 | 4 | 1 | Developer | 2 | Single | 19,147.00 | 248,911.00 | 2 | Y | Yes | 23 | 4 | 1 | 80 | 1 | 16 | 2 | 4 | 12 | 6 | 5 | 1 | ||||||||||||||||||||||||||||
83 | 41 | No | Travel_Frequently | 879 | Sales | 23 | 2 | Marketing | 1 | 82 | 1 | Female | 49 | 1 | 5 | Manager | 1 | Divorced | 34,178.00 | 649,382.00 | 2 | Y | No | 27 | 3 | 4 | 80 | 1 | 10 | 3 | 4 | 10 | 3 | 8 | 5 | Average of YearsInCurrentRole | JobSatisfaction | ||||||||||||||||||||||||||
84 | 36 | No | Non-Travel | 511 | Research & Development | 40 | 5 | Other | 1 | 83 | 3 | Female | 135 | 3 | 2 | Human Resources | 2 | Divorced | 1,893.00 | 3,786.00 | 4 | Y | No | 22 | 3 | 2 | 80 | 1 | 22 | 3 | 2 | 18 | 17 | 6 | 6 | Department | Attrition | 1 | 2 | 3 | 4 | Grand Total | |||||||||||||||||||||
85 | 33 | Yes | Travel_Frequently | 394 | Human Resources | 2 | 1 | Marketing | 1 | 84 | 2 | Female | 157 | 2 | 2 | Sales Executive | 4 | Married | 46,339.00 | 1,019,458.00 | 7 | Y | Yes | 6 | 3 | 2 | 80 | 2 | 14 | 3 | 2 | 10 | 9 | 3 | 9 | Hardware | No | 5.678977273 | 6.193548387 | 6.242512077 | 5.853346457 | 5.990556901 | |||||||||||||||||||||
86 | 54 | Yes | Travel_Rarely | 731 | Research & Development | 29 | 4 | Life Sciences | 1 | 85 | 3 | Female | 189 | 4 | 4 | Developer | 2 | Divorced | 32,237.00 | 838,162.00 | 1 | Y | No | 29 | 3 | 4 | 80 | 4 | 28 | 2 | 4 | 20 | 20 | 12 | 7 | Yes | 5.919659735 | 5.98284561 | 5.987854251 | 6.224550898 | 6.02748205 | ||||||||||||||||||||||
87 | 24 | No | Non-Travel | 1011 | Sales | 18 | 4 | Human Resources | 1 | 86 | 3 | Female | 168 | 2 | 2 | Sales Representative | 2 | Married | 42,673.00 | 1,152,171.00 | 8 | Y | No | 43 | 3 | 1 | 80 | 4 | 35 | 1 | 4 | 23 | 21 | 5 | 5 | Hardware Total | 5.799432356 | 6.089870904 | 6.118141374 | 6.037661051 | 6.008813808 | ||||||||||||||||||||||
88 | 39 | No | Non-Travel | 124 | Research & Development | 4 | 5 | Medical | 1 | 87 | 2 | Female | 50 | 4 | 2 | Research Director | 4 | Single | 27,653.00 | 829,590.00 | 0 | Y | Yes | 1 | 1 | 4 | 80 | 4 | 21 | 5 | 3 | 9 | 3 | 8 | 9 | Human Resources | No | 6.184742647 | 6.015697138 | 5.975938402 | 5.666666667 | 5.965884861 | |||||||||||||||||||||
89 | 23 | No | Non-Travel | 795 | Research & Development | 44 | 4 | Marketing | 1 | 88 | 4 | Female | 37 | 2 | 1 | Sales Representative | 3 | Divorced | 20,041.00 | 541,107.00 | 2 | Y | Yes | 22 | 3 | 4 | 80 | 4 | 12 | 2 | 2 | 1 | 1 | 1 | 1 | Yes | 5.796816479 | 5.901941748 | 5.745573159 | 5.863547758 | 5.825827972 | ||||||||||||||||||||||
90 | 21 | Yes | Travel_Frequently | 1207 | Human Resources | 41 | 5 | Technical Degree | 1 | 89 | 2 | Male | 89 | 4 | 4 | Human Resources | 4 | Divorced | 48,708.00 | 925,452.00 | 2 | Y | No | 0 | 3 | 4 | 80 | 4 | 35 | 5 | 4 | 12 | 9 | 7 | 11 | Human Resources Total | 5.99257885 | 5.960246096 | 5.858901515 | 5.765832106 | 5.89605607 | ||||||||||||||||||||||
91 | 25 | Yes | Travel_Frequently | 1220 | Research & Development | 33 | 5 | Medical | 1 | 90 | 3 | Male | 174 | 1 | 3 | Research Director | 2 | Divorced | 23,829.00 | 333,606.00 | 6 | Y | Yes | 15 | 3 | 4 | 80 | 2 | 10 | 2 | 1 | 1 | 1 | 1 | 1 | Research & Development | No | 5.508333333 | 6.245417515 | 6.12923923 | 6.026315789 | 5.984478936 | |||||||||||||||||||||
92 | 36 | Yes | Travel_Frequently | 442 | Software | 28 | 5 | Human Resources | 1 | 91 | 2 | Female | 179 | 1 | 5 | Sales Executive | 3 | Single | 2,166.00 | 17,328.00 | 7 | Y | Yes | 39 | 1 | 3 | 80 | 3 | 34 | 6 | 3 | 28 | 24 | 2 | 25 | Yes | 5.835973905 | 5.738925542 | 5.934380776 | 5.864942529 | 5.843896714 | ||||||||||||||||||||||
93 | 18 | Yes | Travel_Frequently | 727 | Support | 41 | 3 | Other | 1 | 92 | 1 | Male | 191 | 1 | 1 | Sales Executive | 2 | Divorced | 2,125.00 | 21,250.00 | 6 | Y | Yes | 30 | 1 | 2 | 80 | 1 | 9 | 1 | 1 | 9 | 3 | 8 | 1 | Research & Development Total | 5.681259223 | 5.982378855 | 6.03221353 | 5.944927536 | 5.912489482 | ||||||||||||||||||||||
94 | 37 | Yes | Travel_Rarely | 1498 | Support | 25 | 4 | Other | 1 | 93 | 3 | Female | 60 | 2 | 3 | Manager | 2 | Divorced | 48,966.00 | 930,354.00 | 8 | Y | Yes | 36 | 4 | 2 | 80 | 3 | 6 | 6 | 2 | 3 | 3 | 2 | 2 | Sales | No | 5.665103189 | 5.873584906 | 5.922421949 | 5.937619962 | 5.848994083 | |||||||||||||||||||||
95 | 51 | Yes | Travel_Frequently | 1069 | Software | 22 | 4 | Life Sciences | 1 | 94 | 4 | Female | 43 | 1 | 5 | Research Scientist | 1 | Married | 49,932.00 | 599,184.00 | 1 | Y | Yes | 35 | 1 | 2 | 80 | 3 | 16 | 3 | 4 | 6 | 2 | 4 | 4 | Yes | 5.692380056 | 6.00371402 | 5.756505576 | 5.885375494 | 5.834200568 | ||||||||||||||||||||||
96 | 23 | No | Travel_Frequently | 1146 | Human Resources | 31 | 1 | Life Sciences | 1 | 95 | 3 | Male | 127 | 2 | 2 | Developer | 3 | Married | 40,530.00 | 243,180.00 | 1 | Y | No | 47 | 2 | 1 | 80 | 2 | 2 | 3 | 4 | 1 | 1 | 1 | 1 | Sales Total | 5.678722405 | 5.939167057 | 5.838724801 | 5.91187926 | 5.8415947 | ||||||||||||||||||||||
97 | 25 | Yes | Travel_Frequently | 140 | Research & Development | 20 | 5 | Marketing | 1 | 96 | 3 | Female | 107 | 1 | 1 | Human Resources | 1 | Single | 35,606.00 | 356,060.00 | 3 | Y | Yes | 2 | 3 | 3 | 80 | 4 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | Software | No | 5.885482417 | 5.842154132 | 6.176891616 | 5.763295099 | 5.914867815 | |||||||||||||||||||||
98 | 51 | No | Travel_Rarely | 430 | Software | 23 | 4 | Other | 1 | 97 | 1 | Male | 163 | 3 | 1 | Research Scientist | 1 | Married | 19,322.00 | 231,864.00 | 5 | Y | No | 17 | 1 | 1 | 80 | 2 | 38 | 6 | 2 | 11 | 11 | 11 | 6 | Yes | 6.02262017 | 5.819534884 | 5.629807692 | 5.966248795 | 5.859957275 | ||||||||||||||||||||||
99 | 60 | No | Travel_Rarely | 1348 | Sales | 32 | 3 | Technical Degree | 1 | 98 | 1 | Male | 132 | 3 | 4 | Research Director | 1 | Divorced | 14,216.00 | 241,672.00 | 2 | Y | Yes | 42 | 3 | 4 | 80 | 4 | 39 | 5 | 1 | 22 | 22 | 11 | 15 | Software Total | 5.952534562 | 5.830855019 | 5.894945491 | 5.868737475 | 5.887116123 | ||||||||||||||||||||||
100 | 24 | Yes | Travel_Rarely | 286 | Human Resources | 3 | 3 | Technical Degree | 1 | 99 | 2 | Male | 49 | 2 | 2 | Sales Representative | 3 | Married | 32,109.00 | 545,853.00 | 0 | Y | Yes | 0 | 1 | 4 | 80 | 2 | 2 | 6 | 3 | 1 | 1 | 1 | 1 | Support | No | 5.619274809 | 6.010700389 | 5.982213439 | 5.803622498 | 5.852066715 |