Question
The manager of PLE company has approached you to find out the reasons to know why there is high employee turnover in the company. The
The manager of PLE company has approached you to find out the reasons to know why there is high employee turnover in the company. The company has provided you with a datasheet that contains information about the years of employee education, college grade point and the age of employees along with their years of service in PLE. Would you be able to help the management understand the predictors of employee retention in PLE?
Datasheet: Employee Retention
YrsEducation Age Years PLE College GPA
18 33 10 3.01
16 25 10 2.78
18 26 10 3.15
18 24 10 3.86
16 25 9.6 2.58
16 23 8.5 2.96
17 35 8.4 3.56
16 23 8.4 2.64
18 32 8.2 3.43
15 34 7.9 2.75
13 28 7.6 2.95
13 23 ` 7.5 2.50
16 24 7.5 2.86
15 23 7.2 2.38
16 27 6.8 3.47
16 26 6.5 3.10
13 21 6.3 2.98
16 23 6.2 2.71
13 20 5.9 2.95
18 25 5.8 3.36
16 24 5.4 2.75
17 32 5.1 2.48
14 28 4.8 2.76
16 25 4.7 3.12
13 23 4.5 2.96
16 25 4.3 2.80
17 24 4 3.57
16 26 3.9 3
16 23 3.7 2.86
15 24 3.7 3.19
16 23 3.7 3.50
14 21 3.5 2.84
16 24 3.4 3.13
13 22 2.5 1.75
16 25 1.8 2.98
15 22 1.5 2.13
16 23 0.9 2.79
18 26 0.8 3.15
13 22 0.7 1.84
18 24 0.3 3.79
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