Regression Project orkforce Analytics
Description
This project is designed to help you gain experience and build skills in the diagnosis and
prediction of employee turnover. The dataset we will use (see the Excel file named ïrkforce
Analytics Data Set ®bsp;Regression Project ®bsp;Fall 2022fnbsp;contains a wide variety of workforce data
(employee demographics, and attitudes) on approximately 1000 employees. The primary
dependent variables are “Attrition” and 2obability of Turnover.®bsp;
Your CEO wants to better understand the factors driving employee turnover, and she has asked
you to take the lead in conducting the analyses.
You should begin with data cleaning and range checks. Expect that there are problems here,
as with most any large dataset! Please address any problems that you find and document any
changes that you have made in your memo to me.
Then, move on to the basics (e.g., are departing employees older, younger, have higher
education levels, lower job satisfaction, etc.)? You should also seek to determine whether or
not there are any differences in attrition across departments and if so, why.
Once you have outlined the basics, develop a multivariate regression model to determine which
factors appear to be the most important predictors of Probability of Turnover and/or Turnover
(be sure to use a logistic regression model if you focus on the latter). Note that you have a lot of
discretion in how you approach this problem, so I am intentionally not providing step-by-step
details on what you should do with these projects. I want you to show me how you would
approach the problem.
Please summarize your findings in a (maximum) five page, double spaced memo to the CEO.
Any tables, figures, etc., can be placed in an Appendix to your memo.
Unformatted Attachment Preview
NumAttrition
ProbTurnover
Education
JobSatisfaction
JobInvolvement
PerformanceRating
1
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
1
0
5
4
5
2
3
1
1
2
4
2
1
4
2
1
5
1
1
3
2
2
3
4
1
4
3
4
3
1
3
5
4
2
4
4
2
2
2
2
2
2
5
3
5
2
2
1
2
4
1
2
3
1
3
3
3
2
1
2
3
4
2
4
4
2
1
3
2
3
2
3
1
4
3
2
4
4
2
3
4
4
2
3
4
3
4
1
3
4
4
2
3
3
2
4
1
3
3
3
2
3
3
4
3
1
2
1
3
2
4
3
4
4
2
4
1
4
4
4
2
4
2
1
3
3
3
3
3
2
1
1
4
3
3
2
2
3
3
3
4
3
2
3
4
2
3
3
2
4
4
3
3
3
2
2
3
1
3
1
3
3
2
2
2
3
2
2
3
3
3
3
3
3
3
3
2
3
3
4
3
3
3
3
4
4
4
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
4
3
3
4
4
3
3
3
3
4
3
3
3
4
3
3
3
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
1
0
0
0
0
1
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
3
3
3
5
3
1
4
5
1
2
4
1
4
1
1
1
4
2
5
2
5
4
5
5
1
3
1
1
5
2
2
3
5
4
4
2
5
1
2
2
4
3
3
4
3
3
3
2
4
3
3
1
3
4
3
3
1
4
3
3
2
2
2
3
2
4
3
4
3
4
1
1
4
3
3
3
1
1
2
4
4
3
3
3
3
5
3
2
3
1
3
4
1
3
4
4
2
3
4
4
1
3
4
3
2
4
1
4
4
4
3
2
2
3
3
2
4
3
4
1
3
4
3
3
3
2
4
3
3
4
1
4
3
3
4
1
4
1
1
2
2
2
2
3
2
2
3
2
1
4
3
2
3
2
3
3
3
1
3
3
3
1
2
3
3
3
3
4
3
1
3
3
3
1
2
2
3
3
3
3
3
1
3
2
2
3
3
3
3
4
3
3
3
3
4
4
3
3
3
3
3
3
4
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
4
4
3
3
3
3
4
3
4
3
3
3
3
3
4
3
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
3
2
3
1
2
4
4
3
2
1
3
2
1
4
3
2
1
3
2
3
5
3
3
3
3
1
5
3
1
1
2
5
4
1
3
2
1
4
3
4
3
5
1
3
1
3
2
5
2
3
3
1
4
3
4
4
1
3
3
2
3
3
3
3
4
5
3
1
2
3
2
3
3
3
2
2
1
2
2
3
2
3
1
4
1
3
4
3
2
3
2
3
3
2
2
3
2
4
3
3
2
4
3
4
2
4
4
3
2
3
4
4
3
2
1
2
1
1
1
4
4
1
4
4
2
2
3
1
2
3
2
3
2
3
2
3
4
4
1
2
3
3
3
3
3
3
2
2
2
3
3
3
3
4
2
3
3
3
2
3
3
1
3
3
3
3
3
2
3
3
3
3
3
2
4
3
3
4
2
3
2
3
2
4
2
4
3
3
3
4
3
3
3
3
4
3
3
4
3
3
3
3
3
3
3
4
4
3
4
3
3
3
3
3
4
4
3
4
3
4
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
0
0
0
0
0
0
1
1
0
0
0
0
1
0
0
0
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
1
0
0
1
0
0
0
0
0
2
2
4
1
2
1
5
5
1
1
3
3
5
4
2
4
5
1
5
5
3
3
2
4
1
2
4
3
1
1
2
5
3
1
2
2
5
1
5
4
3
5
2
1
3
1
1
4
3
1
4
4
2
1
3
3
1
5
4
4
1
3
4
3
3
4
3
3
3
2
4
3
3
4
3
4
1
3
1
3
2
2
4
3
3
2
4
2
3
4
4
2
2
3
3
4
1
4
3
4
1
4
2
4
4
1
4
3
3
2
1
4
1
3
4
1
2
2
4
3
3
4
4
4
3
4
4
4
3
4
4
4
1
3
2
3
3
4
1
4
4
3
3
2
3
3
3
3
3
4
3
2
3
1
2
3
2
3
3
2
3
2
3
3
2
3
3
1
2
3
3
3
2
2
3
3
3
3
3
3
2
3
2
3
3
3
3
4
3
3
3
3
3
3
3
4
3
3
3
3
3
4
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
4
4
3
3
3
3
3
3
3
3
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
2
3
4
4
1
5
2
1
1
1
2
4
2
1
5
1
3
4
4
5
4
3
1
1
1
3
5
1
1
4
1
1
1
3
3
2
2
1
1
3
1
5
1
5
1
3
2
4
4
4
2
4
3
4
3
2
2
3
3
2
3
2
3
2
1
3
4
3
3
2
2
3
3
4
3
4
2
4
3
2
3
1
4
1
2
2
2
3
3
4
4
2
4
3
3
4
1
1
3
3
3
4
1
4
3
1
3
4
2
2
4
1
2
3
2
4
1
4
4
1
2
4
4
3
4
2
1
2
2
3
3
4
4
1
4
3
4
2
4
1
2
3
2
2
2
4
3
3
3
4
3
3
2
3
3
2
4
2
2
1
3
2
2
4
3
3
3
3
3
3
2
3
4
4
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
4
3
3
3
3
3
4
3
3
3
3
3
4
3
3
3
3
4
4
3
3
4
3
3
3
3
4
3
3
4
3
3
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
3
5
1
2
5
3
1
4
3
4
1
1
1
3
4
4
4
1
4
3
2
3
3
1
4
5
3
4
2
1
1
5
1
4
3
5
3
2
4
2
2
3
1
4
5
3
4
3
4
3
3
3
3
4
3
4
3
2
3
3
4
3
2
4
4
3
3
4
4
1
4
2
4
3
2
3
3
4
4
2
2
2
2
3
5
4
1
4
3
4
2
4
5
3
2
4
4
2
3
2
4
2
2
3
1
4
4
2
3
2
3
4
1
1
4
2
1
4
3
2
2
2
3
4
4
4
4
3
4
3
4
3
3
2
3
1
4
4
1
4
3
3
2
3
3
3
3
4
1
3
2
4
4
4
3
2
2
1
3
2
3
3
3
3
3
2
2
3
2
3
3
4
1
3
2
2
3
2
3
2
3
3
3
3
1
1
2
2
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
3
4
3
3
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
1
0
1
0
1
0
0
0
0
0
0
0
1
0
0
0
1
0
0
1
3
2
3
1
4
3
2
4
2
1
2
2
3
2
1
2
2
3
5
1
3
2
1
1
5
3
2
5
3
5
4
5
1
4
3
1
4
1
2
5
1
2
3
5
3
4
5
4
2
2
4
1
4
1
3
1
5
3
1
3
1
3
2
3
4
1
5
4
4
4
2
3
3
4
3
3
2
4
3
3
4
2
4
3
2
3
3
3
4
1
1
3
2
3
2
4
4
4
2
2
4
2
3
4
3
3
2
3
1
3
3
4
2
4
4
3
3
4
3
1
3
2
4
3
2
2
4
2
2
4
3
4
3
4
4
3
2
1
2
3
4
3
3
2
3
2
3
3
2
3
3
3
3
3
3
4
3
3
2
2
3
2
3
4
3
3
3
3
3
2
2
2
4
3
2
3
3
2
3
3
4
3
3
3
3
3
2
3
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
4
3
3
3
3
3
4
3
4
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
4
3
3
4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
3
3
3
3
4
4
3
2
3
1
2
3
2
4
2
1
2
1
3
5
4
1
2
2
4
3
2
3
5
5
1
2
2
2
4
5
5
3
3
4
1
4
1
2
4
2
4
3
2
4
4
3
3
2
4
2
3
4
2
5
2
1
3
3
3
2
3
3
2
2
2
3
3
3
4
1
2
2
4
3
3
4
5
2
4
3
4
3
3
2
3
3
4
4
1
2
1
2
2
3
1
3
1
4
3
4
3
1
3
1
3
1
1
1
3
4
4
3
4
1
3
4
2
3
4
3
4
4
3
2
4
1
4
3
4
1
4
3
3
3
3
3
3
3
3
2
2
3
3
3
3
3
2
3
2
3
4
3
4
3
3
2
3
3
3
1
3
3
2
3
1
3
3
3
3
2
2
2
3
2
2
3
2
3
3
1
3
2
3
3
3
3
3
4
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
4
3
3
4
3
3
3
3
3
4
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
3
0
0
1
1
0
0
1
1
0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
3
2
5
5
2
2
5
5
2
1
5
1
3
1
2
2
2
1
3
2
5
1
1
3
5
4
4
2
2
1
5
1
2
3
3
3
5
1
2
3
4
1
2
4
3
2
5
3
1
1
1
1
3
3
3
2
4
1
5
5
2
3
3
1
1
3
3
4
3
5
3
3
3
4
2
3
4
3
3
1
5
4
2
4
3
3
4
4
3
2
2
3
1
3
4
2
3
4
2
3
3
1
3
4
3
4
2
4
3
3
3
4
1
2
3
4
3
4
2
1
3
3
3
4
4
4
3
1
2
1
3
4
3
2
3
4
2
2
2
3
3
2
3
3
1
3
3
3
3
3
3
2
3
3
3
3
3
3
3
3
3
3
3
4
2
3
1
2
3
3
4
1
3
3
3
3
3
4
3
3
3
2
4
3
2
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
4
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
4
4
3
3
3
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
1
0
5
3
5
3
1
4
2
4
1
3
3
2
4
4
2
5
2
1
2
2
1
2
3
1
5
1
2
2
4
2
2
4
3
5
5
4
1
1
3
4
1
1
1
1
4
5
4
4
2
4
2
4
4
3
3
4
4
1
5
4
4
3
1
1
4
1
4
4
3
1
5
4
3
3
2
4
3
4
2
4
1
3
3
3
3
4
4
1
1
2
1
3
2
4
1
4
1
4
4
3
3
2
4
4
1
3
1
3
3
1
3
4
3
3
4
3
1
4
1
4
3
3
4
4
2
2
4
3
1
3
1
2
4
4
2
4
4
3
2
3
3
2
2
3
2
4
2
3
2
3
2
3
3
2
2
3
3
3
3
3
3
3
3
3
3
3
3
3
3
1
3
3
2
2
3
3
2
4
4
2
1
4
4
4
4
2
3
2
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
4
4
3
3
3
3
3
3
4
3
3
3
3
3
3
3
4
4
3
3
4
3
3
3
3
3
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
1
0
0
0
0
1
1
5
1
3
1
3
4
1
3
3
3
4
3
5
1
2
4
2
1
2
5
3
2
3
1
1
3
4
3
1
3
1
2
3
4
5
1
4
1
5
1
5
4
1
4
2
5
3
2
4
2
2
4
4
3
4
4
2
3
4
2
3
3
3
3
5
3
3
3
2
1
3
3
1
3
3
3
4
4
5
5
4
4
1
2
1
2
3
3
4
4
2
3
3
4
3
4
1
4
1
1
3
4
1
1
3
2
2
1
3
3
3
4
3
3
4
3
1
2
4
4
1
2
4
1
4
3
1
1
4
4
3
3
3
4
1
1
4
4
3
1
3
3
4
3
3
3
2
4
2
3
3
2
3
1
4
3
1
3
3
3
4
2
3
3
4
3
2
2
3
3
3
3
3
3
2
3
3
1
4
4
3
3
2
3
1
3
2
3
3
3
3
3
3
4
3
3
3
4
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
3
4
3
3
3
4
3
3
3
3
3
3
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
1
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
1
0
0
0
0
0
0
1
3
1
3
1
4
1
4
1
3
2
5
4
2
2
5
2
5
1
3
1
5
1
3
5
3
4
4
3
4
3
4
3
5
5
3
3
2
2
2
5
1
2
3
1
1
4
4
4
1
1
4
4
4
3
2
2
3
3
3
4
3
2
3
3
2
3
2
4
4
2
4
3
3
4
3
3
3
3
4
3
1
2
1
3
4
2
2
3
4
3
1
3
1
4
1
4
1
1
1
4
3
2
1
4
1
2
3
3
1
3
1
4
2
3
2
3
4
3
2
3
3
4
3
2
1
4
4
4
1
4
3
2
4
3
4
3
2
1
1
1
4
3
3
3
4
2
3
1
4
3
3
4
2
3
3
2
3
3
3
3
4
3
4
2
3
3
2
2
2
2
3
2
2
3
3
3
2
3
3
3
2
3
3
3
4
4
2
3
3
3
3
3
3
3
4
4
3
3
4
3
4
3
3
3
3
3
3
4
3
3
3
3
3
3
3
4
3
3
3
3
3
3
4
3
4
4
3
3
3
3
3
3
4
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
1
1
0
0
1
1
1
1
3
3
3
1
3
4
3
3
1
1
4
3
4
5
1
4
3
3
3
4
1
1
5
1
4
1
1
1
1
2
3
3
2
5
3
3
1
5
2
5
5
1
3
5
5
2
4
4
2
3
2
4
4
2
2
4
1
3
1
3
4
3
1
3
1
2
3
3
4
3
3
3
2
4
3
2
2
4
3
2
4
1
2
4
1
3
3
1
1
4
1
4
4
4
4
4
1
3
4
3
4
4
4
4
1
1
3
2
4
1
1
4
2
2
4
4
3
4
2
4
4
4
4
2
1
4
2
4
4
1
4
4
2
3
4
4
4
3
4
3
3
2
2
3
4
2
2
2
2
4
3
2
3
2
3
3
2
3
2
3
2
4
3
2
3
2
3
3
3
3
3
3
2
3
3
2
3
3
2
3
2
3
3
2
3
1
3
3
3
3
3
3
4
3
3
4
4
3
4
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
4
3
3
3
3
4
3
3
3
3
3
3
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
0
0
0
1
0
1
0
0
0
0
1
0
0
0
0
0
1
0
0
1
0
1
0
0
0
2
5
2
3
4
4
4
4
2
3
2
2
1
3
4
5
4
4
3
2
5
5
2
2
3
5
3
5
3
1
2
1
5
2
2
1
1
1
5
1
1
5
2
5
1
1
2
3
3
3
3
2
4
3
4
1
2
4
2
4
3
3
2
4
3
3
4
3
3
3
4
4
1
3
4
2
3
3
2
3
2
2
3
4
5
3
4
4
2
3
3
1
4
2
3
1
3
2
3
1
2
3
4
2
3
3
4
1
2
2
2
1
1
3
2
1
4
2
1
4
4
3
2
4
3
4
3
3
3
4
4
3
2
3
4
1
3
1
4
4
4
3
3
3
3
2
2
2
2
3
3
3
3
3
3
2
2
2
2
3
3
2
3
3
3
3
2
2
2
3
3
3
3
3
3
3
3
3
4
4
4
3
2
3
2
3
3
3
3
4
3
3
3
3
3
3
4
3
3
3
3
3
4
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
4
3
4
3
3
4
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
0
0
1
0
0
0
0
0
0
0
0
1
1
2
3
3
1
5
2
2
2
4
5
3
1
2
2
1
5
5
1
4
4
4
2
3
1
2
2
1
3
5
2
4
1
5
5
1
2
5
3
3
1
2
1
2
3
4
5
4
3
4
2
2
3
3
1
2
1
4
1
2
3
4
2
3
3
2
1
3
4
2
1
4
3
2
3
3
2
4
1
4
2
1
3
3
4
3
1
2
4
4
2
4
3
3
2
3
2
1
4
3
3
3
3
3
2
1
4
3
3
1
1
2
4
1
3
3
3
4
4
4
3
4
4
2
2
3
4
1
4
4
3
1
1
4
4
3
4
4
2
2
3
4
3
3
3
3
3
3
3
3
2
2
3
3
3
3
4
2
3
4
1
2
2
3
2
3
3
3
3
2
1
3
1
3
1
1
4
3
4
3
2
3
3
4
3
3
2
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
1
0
1
0
1
0
0
0
0
0
0
5
2
3
2
2
3
3
4
1
4
2
3
4
3
5
5
4
5
5
4
3
1
4
1
4
3
2
5
3
5
3
1
3
1
1
2
5
1
5
4
5
4
3
3
1
2
2
3
4
1
4
4
3
3
1
4
4
3
5
1
3
3
3
4
4
2
2
3
2
1
4
5
1
3
2
3
3
3
3
3
5
3
2
1
2
3
1
2
2
3
3
4
3
4
1
3
2
3
3
2
1
3
4
3
3
4
1
4
4
1
1
3
1
1
1
3
3
4
3
2
3
1
4
1
4
3
2
3
4
3
4
4
2
2
3
2
1
2
4
2
3
3
3
3
3
3
3
3
2
3
2
3
2
2
2
3
2
2
3
2
2
3
4
2
3
1
3
3
2
2
3
2
4
3
4
4
3
1
3
1
2
2
2
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
4
3
3
3
3
3
4
3
3
3
3
3
4
3
4
3
3
4
3
3
4
3
3
3
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
1
1
0
0
0
0
0
1
1
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
4
2
1
3
2
5
3
4
2
5
3
3
1
3
4
2
5
5
3
2
3
4
3
5
5
3
2
2
4
5
5
2
4
3
2
2
1
3
2
2
3
3
1
5
3
1
2
3
1
4
4
4
3
3
2
2
3
3
3
3
3
4
4
2
3
3
4
2
3
3
4
3
4
2
4
2
3
3
1
2
4
2
3
3
3
4
3
2
2
1
4
4
3
1
2
3
2
4
2
4
4
3
3
3
1
2
4
2
2
3
3
1
4
3
1
4
1
2
2
1
3
3
2
2
1
3
3
2
3
4
4
1
3
2
1
1
4
1
2
1
4
2
3
4
2
3
3
2
2
3
3
3
3
4
3
2
3
3
3
2
3
3
1
3
2
3
3
3
3
1
3
3
3
1
3
3
3
3
3
3
3
3
3
3
2
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
0
0
0
0
0
0
1
0
0
0
0
1
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
1
0
0
0
0
1
0
0
0
1
1
4
1
3
4
5
2
4
1
2
5
5
1
1
4
5
3
3
1
2
1
3
2
1
1
4
3
5
3
3
3
2
1
1
1
4
5
5
1
3
1
2
5
3
2
3
3
3
2
3
3
1
4
3
1
1
3
3
4
3
4
3
4
4
3
3
1
1
1
2
1
2
3
3
4
1
3
4
3
2
3
3
3
2
1
3
3
4
4
4
4
5
4
4
4
2
4
4
4
3
2
3
3
3
4
3
3
4
1
3
4
2
4
3
4
2
3
3
3
3
4
3
4
1
1
3
4
4
1
1
1
4
4
1
4
2
3
1
2
1
3
4
2
3
2
1
4
3
2
4
3
2
3
4
3
2
3
2
3
3
3
3
3
3
4
4
2
2
3
2
3
3
3
3
3
4
2
2
3
3
3
4
3
1
3
3
3
3
3
3
3
3
4
3
3
4
4
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
4
3
3
3
3
3
3
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
5
3
3
4
1
5
1
3
2
2
1
4
1
2
1
5
5
5
4
1
5
1
3
5
4
3
4
1
2
2
3
3
4
2
1
2
2
1
3
3
5
5
5
2
5
3
2
3
1
4
4
3
2
2
2
4
1
5
3
5
4
2
3
3
5
3
2
3
3
3
4
1
3
3
3
4
3
3
3
3
1
2
5
3
2
4
3
3
3
4
1
3
2
1
2
1
4
1
4
1
3
1
3
3
4
2
3
3
4
4
1
2
1
2
4
4
1
3
2
1
3
2
3
3
2
1
1
3
4
3
3
3
2
1
3
2
2
3
1
2
3
2
3
2
2
3
2
4
3
3
3
3
2
4
3
3
3
2
4
1
4
3
3
3
3
2
3
2
4
3
3
3
3
1
3
3
3
3
4
3
3
3
3
2
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
4
3
3
3
3
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
4
2
2
4
2
5
4
3
4
3
4
2
1
1
5
3
3
2
4
2
5
4
5
4
2
4
1
4
4
1
2
3
2
1
4
1
3
4
4
1
2
1
3
5
2
4
3
3
3
4
4
3
2
3
3
2
1
1
5
3
4
4
3
3
3
3
1
4
3
3
5
2
3
3
1
3
3
3
2
4
2
2
2
4
4
2
4
4
3
4
3
4
3
4
3
3
3
2
3
1
3
1
1
2
2
3
4
4
1
1
2
2
2
3
1
3
3
4
3
2
4
1
2
4
4
1
3
4
1
4
2
3
2
4
3
3
1
1
3
1
2
2
3
3
2
3
2
2
3
2
3
1
3
3
3
2
3
3
3
2
3
3
2
3
1
3
2
3
1
2
3
3
3
3
3
2
3
3
2
2
3
3
4
3
2
3
2
3
3
4
3
3
3
3
3
3
4
3
3
3
4
4
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
4
3
3
3
4
3
3
3
4
3
4
3
3
3
3
3
3
3
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
5
5
5
3
3
2
3
1
1
3
2
2
3
2
1
1
2
1
1
3
1
4
3
1
3
1
5
4
2
1
1
4
4
4
3
2
1
3
3
4
1
4
1
5
2
4
4
3
5
3
4
4
4
5
4
3
3
3
4
1
4
3
1
3
3
4
2
3
4
2
3
2
4
3
2
5
4
3
3
5
3
4
4
4
4
5
3
5
3
1
2
4
2
3
1
4
2
1
1
4
4
4
4
2
2
3
1
3
3
4
3
3
1
4
3
3
1
2
4
1
2
3
3
4
4
2
1
1
1
3
4
1
1
1
1
1
4
4
3
3
3
3
2
3
3
3
3
2
3
3
3
3
3
3
3
4
3
3
4
4
2
4
2
3
4
2
4
3
2
3
4
3
2
1
2
3
3
4
3
3
2
4
1
3
3
3
2
2
3
3
3
3
3
3
4
3
4
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
0
0
0
0
0
1
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
2
2
2
3
4
5
3
1
1
3
5
1
1
1
5
4
3
1
3
3
4
2
3
3
4
4
1
2
1
4
3
4
4
1
4
5
4
5
3
2
4
1
3
4
3
3
2
2
3
3
3
5
5
2
1
3
3
3
3
4
1
3
4
5
3
3
3
1
4
2
5
3
3
2
4
4
3
2
1
2
1
4
3
2
4
3
3
3
3
4
3
1
2
4
4
4
4
4
3
4
1
3
1
3
2
2
1
3
2
2
3
3
1
3
4
2
4
4
3
4
4
2
3
1
4
3
2
4
1
3
3
3
2
2
2
3
3
3
2
1
3
4
3
3
2
3
4
3
3
2
3
3
3
2
2
4
3
3
2
2
1
2
3
1
3
2
3
2
3
2
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
4
4
4
3
3
4
4
3
3
3
3
3
3
3
3
3
3
RelationshipSatisfaction
WorkLifeBalance
NumBusTravel
NumDepartment
1
4
2
3
4
3
1
2
2
2
3
4
4
3
2
3
4
2
1
4
3
1
4
4
3
1
3
2
1
4
4
4
2
3
1
1
1
2
3
3
4
4
2
3
1
3
3
3
3
2
9
3
3
2
3
3
2
3
3
3
2
4
4
3
2
3
3
3
3
2
3
3
3
3
2
1
2
2
3
1
2
4
2
4
3
3
3
3
2
3
2
3
2
3
2
2
3
2
2
2
2
2
2
2
2
2
2
2
2
2
2
1
2
2
2
2
2
2
3
2
2
3
2
2
2
1
2
1
2
2
3
2
3
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
1
2
2
3
2
2
2
3
2
2
3
2
3
3
2
3
2
3
3
3
2
1
2
2
2
4
4
1
4
3
3
3
4
3
3
3
1
4
3
1
4
3
1
1
3
2
3
4
4
3
3
4
4
3
3
4
4
4
3
4
4
1
2
2
3
4
4
4
2
4
4
1
4
3
2
3
3
3
2
3
3
3
3
3
3
3
3
4
2
4
3
3
2
2
2
2
3
2
3
3
3
3
3
3
3
4
3
1
4
2
3
2
4
3
3
2
3
3
3
1
1
3
2
2
2
3
3
1
2
2
2
2
3
2
3
3
1
2
2
2
2
2
2
2
2
3
3
2
2
2
2
3
2
2
2
2
2
2
2
3
2
2
3
2
2
3
2
1
2
3
2
2
2
2
1
2
2
3
2
3
2
3
2
3
2
2
3
2
2
3
2
2
2
3
3
3
1
2
2
3
3
1
2
2
2
2
3
2
2
2
2
2
2
1
4
3
4
1
3
2
1
4
1
4
3
2
4
2
1
3
3
1
4
1
3
3
1
3
1
3
3
3
3
4
4
4
3
4
2
4
3
3
1
4
1
4
4
1
4
2
3
1
1
3
3
3
2
2
3
3
1
1
1
2
3
3
3
4
3
2
4
2
3
4
3
4
2
3
3
3
3
2
2
3
3
3
3
2
3
3
2
3
4
3
2
3
3
2
2
2
3
1
2
2
2
3
2
1
2
2
1
2
2
2
2
2
2
3
3
1
2
2
2
2
2
2
2
2
2
2
2
2
2
2
3
2
2
2
2
1
1
2
3
1
3
3
2
3
2
2
2
3
3
2
2
2
2
2
2
2
3
3
2
2
3
2
2
3
2
2
2
3
2
2
2
3
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
1
3
1
4
3
2
4
1
1
4
3
3
3
4
4
3
3
3
4
4
4
4
4
3
3
4
1
3
4
1
3
2
4
4
3
3
3
1
4
1
4
3
1
1
1
3
3
1
3
3
4
4
3
2
2
3
1
3
2
3
3
1
3
3
2
2
3
3
4
3
3
2
3
3
3
3
4
2
2
3
2
2
1
3
4
4
3
1
3
3
2
3
3
2
2
3
1
3
2
2
2
2
3
1
2
2
1
3
2
2
2
3
2
1
2
2
2
3
2
1
2
3
3
3
2
2
2
2
2
2
2
2
1
2
2
2
1
2
2
2
2
2
2
2
2
2
2
3
2
2
2
2
3
2
3
2
2
3
3
2
3
3
2
2
2
3
2
2
3
3
3
2
2
2
1
3
2
3
2
3
3
2
2
3
2
2
2
1
3
2
1
4
2
4
1
3
4
4
3
4
2
2
3
4
4
2
3
2
2
4
2
3
3
4
4
2
1
1
2
3
1
1
4
3
1
4
3
2
4
2
4
4
4
4
3
2
3
2
3
3
3
3
3
3
3
3
3
2
4
1
3
3
2
1
3
3
3
3
3
3
2
2
4
4
3
2
3
1
2
2
3
2
3
3
3
1
3
3
3
3
3
3
2
2
2
3
3
3
2
2
2
2
2
2
2
3
3
1
2
2
2
2
2
1
2
2
2
1
2
2
2
1
2
2
3
2
2
2
3
2
3
2
3
2
2
2
3
2
2
2
2
2
2
2
2
2
2
3
2
2
2
2
2
2
3
2
3
2
3
2
2
2
2
2
2
2
3
2
2
2
3
2
2
2
3
3
2
2
2
2
2
2
2
2
2
3
2
3
4
3
3
4
4
2
1
3
2
1
3
3
3
4
3
4
1
2
2
4
1
4
1
2
4
1
4
3
4
4
1
1
1
3
2
2
4
4
1
1
3
4
3
3
2
3
2
4
3
2
3
3
3
3
3
2
2
3
2
3
3
3
3
3
1
3
3
3
3
2
2
3
3
3
2
2
3
3
3
2
2
3
4
3
2
2
3
2
2
3
3
3
2
3
3
2
2
3
2
2
2
2
2
2
1
2
2
1
2
2
3
2
3
2
3
2
2
2
2
2
2
2
2
2
3
3
2
3
2
3
1
3
2
2
2
2
2
2
3
3
2
3
2
3
2
2
3
3
2
3
2
2
3
2
2
2
1
2
2
2
2
2
2
2
2
3
3
3
2
2
2
2
2
3
3
2
2
3
2
2
2
3
2
2
3
1
3
2
3
1
4
3
4
1
2
1
3
3
2
1
2
2
2
3
2
1
3
3
3
2
2
3
3
4
1
4
4
4
3
2
4
3
3
2
2
3
4
1
3
4
2
3
3
2
3
2
3
3
2
3
3
3
2
3
3
1
3
4
3
3
3
3
3
3
3
2
3
3
4
3
3
3
3
3
3
3
3
3
3
2
3
2
3
4
3
3
3
3
3
2
2
2
2
2
2
2
2
3
2
1
2
2
2
2
1
2
2
3
1
3
2
2
1
2
2
1
3
2
2
2
2
2
2
2
2
2
2
2
1
2
2
2
3
2
2
3
3
2
2
2
3
2
2
2
3
2
3
1
2
3
2
3
3
2
3
3
3
2
2
3
3
2
2
3
2
3
2
3
2
2
2
3
2
3
2
3
2
3
3
2
2
3
2
3
3
2
4
3
2
3
1
2
1
4
2
1
3
3
4
2
3
4
3
3
4
4
2
3
4
3
4
2
4
3
4
2
3
3
2
3
3
3
2
3
4
3
3
3
3
3
2
3
3
2
3
3
2
3
1
3
3
3
3
3
3
2
3
3
3
3
3
2
1
3
3
1
2
4
3
2
3
3
1
1
3
4
4
3
2
3
2
4
3
1
3
3
3
2
2
2
2
2
2
2
1
2
3
2
2
1
2
3
3
2
2
2
2
2
2
2
3
2
2
2
3
2
3
3
2
2
1
2
2
2
1
2
2
1
3
2
2
2
2
2
2
3
2
2
2
2
2
3
2
2
2
3
2
2
2
3
3
3
2
2
2
2
2
2
2
2
2
2
3
3
2
3
2
2
2
2
1
3
3
2
2
3
2
2
2
2
2
3
4
4
1
1
3
1
3
4
4
3
1
4
4
3
3
1
3
4
2
2
2
3
3
4
3
1
1
4
4
2
4
4
2
4
2
4
3
3
2
3
2
4
4
3
3
4
3
4
4
3
3
3
3
3
3
2
3
3
3
3
3
3
3
4
2
4
2
4
3
2
3
3
3
3
3
3
1
4
2
3
3
3
3
3
3
2
3
3
4
3
3
3
3
2
2
2
2
2
2
3
3
3
1
3
2
2
1
2
2
3
2
2
2
3
2
2
2
3
1
1
2
2
2
2
2
3
2
1
2
1
3
2
2
2
2
2
2
3
2
3
3
2
2
2
3
2
2
1
2
3
2
3
3
3
3
2
2
3
2
3
1
2
2
3
3
3
2
3
3
3
2
2
2
3
3
2
3
3
2
2
2
2
3
2
1
3
2
3
4
3
4
4
3
3
4
2
3
4
2
1
2
4
2
3
1
4
4
4
3
4
4
4
3
3
1
2
3
3
3
4
4
1
3
1
3
1
4
4
2
1
3
2
1
1
4
3
1
3
4
2
2
4
3
2
2
3
1
4
3
3
3
4
3
3
2
3
4
2
3
3
3
2
3
1
4
3
3
3
3
3
4
3
3
3
3
3
3
3
4
3
3
3
2
2
2
2
2
2
2
2
2
2
3
2
2
2
2
2
2
2
2
2
3
2
2
3
2
2
2
2
3
2
2
2
2
3
1
2
2
2
3
2
3
2
2
2
2
2
3
2
3
2
3
2
3
2
2
2
2
2
2
1
3
3
3
2
2
3
2
2
3
2
3
2
2
3
2
2
1
2
2
2
2
2
2
3
3
2
3
3
2
2
2
3
2
4
1
3
4
4
4
3
3
2
4
3
2
4
4
1
4
3
4
4
3
4
3
4
4
3
3
4
1
4
4
1
4
2
3
1
3
2
1
4
4
3
4
2
1
1
1
3
2
3
2
3
3
3
3
3
2
3
2
3
3
3
3
4
3
2
2
3
3
3
3
4
1
2
2
1
3
3
4
3
1
3
4
2
2
3
3
3
3
3
3
3
3
2
2
2
3
2
2
2
2
3
2
2
2
3
2
2
2
1
2
1
3
2
2
3
3
2
2
2
2
2
2
2
2
1
3
2
2
2
2
2
2
2
3
2
2
1
1
3
2
2
3
3
2
2
2
3
3
2
1
3
2
1
3
2
2
2
2
3
3
3
2
3
2
2
1
2
2
2
3
2
2
2
2
2
3
2
3
3
2
3
3
2
3
2
2
2
3
3
2
2
2
4
3
2
3
4
2
2
3
3
2
4
4
4
3
3
1
3
4
3
4
4
2
3
4
2
4
4
3
3
1
3
3
2
2
1
3
1
3
3
4
3
1
4
3
3
3
2
3
3
2
3
3
3
2
3
3
3
3
3
4
3
2
3
3
3
3
3
2
3
3
3
2
3
2
2
3
4
2
3
3
4
3
1
3
2
2
2
2
3
2
2
2
3
2
3
2
2
2
3
2
3
2
1
2
2
2
2
2
2
2
2
2
2
2
2
2
2
3
2
2
2
3
3
2
2
2
2
2
2
2
3
1
2
2
2
2
2
2
2
3
2
2
2
3
2
2
3
2
2
2
2
2
2
2
3
2
2
2
2
2
2
2
1
2
2
2
2
2
2
2
3
3
2
2
2
3
1
2
2
3
2
2
3
2
4
3
2
4
3
3
3
4
4
1
3
4
3
4
2
1
2
1
2
4
4
4
2
2
3
3
1
2
3
2
1
4
4
3
3
3
3
4
2
4
3
4
1
1
1
1
3
2
2
2
3
3
2
3
3
3
1
2
3
3
3
3
2
3
4
3
2
3
3
2
3
3
3
3
3
3
2
3
3
3
3
4
1
3
3
3
2
4
2
2
2
2
4
2
2
2
3
2
2
2
3
2
2
2
2
3
2
2
2
3
1
2
2
1
3
2
2
2
2
2
2
3
2
3
2
1
1
2
2
2
2
2
2
3
2
2
2
2
2
2
2
3
3
2
3
3
2
2
3
1
2
2
2
1
3
2
2
2
3
2
2
3
3
2
2
3
3
2
3
2
2
3
3
2
1
1
2
2
2
3
2
2
3
2
2
3
2
2
2
4
3
2
1
2
4
2
4
3
1
4
3
2
3
3
2
2
3
3
2
2
3
4
3
1
1
3
2
2
2
2
1
3
1
2
2
4
4
3
4
1
4
3
1
4
3
3
1
3
3
3
3
3
4
1
2
2
2
3
3
3
3
2
3
3
3
4
3
1
3
4
3
3
1
2
3
3
2
3
4
4
3
3
3
2
4
3
3
3
3
3
3
2
2
2
2
2
2
2
2
2
2
2
2
1
2
2
1
2
2
3
2
2
2
2
2
3
2
2
2
2
1
3
2
2
2
2
2
1
2
2
1
3
1
1
1
2
2
2
2
2
2
2
2
3
2
2
3
2
2
2
3
2
2
2
3
3
3
2
2
3
2
2
2
2
3
2
3
2
3
3
2
2
3
3
3
3
3
3
2
3
2
3
2
2
2
2
1
2
2
3
3
2
4
2
2
2
4
3
4
3
3
3
1
1
2
1
4
2
2
3
2
1
2
2
1
1
4
2
3
4
4
3
1
3
3
4
2
2
4
3
1
1
2
3
4
3
3
3
3
3
2
3
3
1
3
3
3
2
2
3
3
3
2
3
3
3
3
3
2
4
3
3
1
3
3
3
3
3
3
3
3
3
2
4
3
2
1
3
3
2
3
3
2
1
2
2
2
3
2
2
2
3
1
2
2
2
2
3
2
2
2
2
2
2
2
2
2
2
2
2
3
1
2
1
2
2
1
2
3
1
2
1
2
2
2
3
2
2
2
2
2
3
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
3
2
2
2
2
2
3
3
3
3
3
2
2
3
3
2
3
3
1
3
2
2
4
2
1
4
1
2
3
4
2
2
2
2
3
2
1
1
3
1
1
3
3
1
4
4
2
4
4
3
1
2
4
3
4
4
4
4
2
1
4
3
3
4
1
4
3
3
3
3
3
3
2
2
2
3
3
3
3
2
4
3
3
2
3
4
2
3
2
3
2
3
3
3
4
3
3
3
2
2
3
3
3
3
3
2
3
3
1
3
3
2
2
4
2
3
2
2
3
2
2
2
3
2
2
3
2
1
2
3
2
2
2
1
2
2
2
2
2
1
3
2
2
2
2
2
2
2
2
2
2
3
2
2
1
3
2
2
3
2
3
3
2
3
3
2
2
2
3
2
2
3
2
2
2
3
3
2
2
2
2
2
2
2
2
2
2
2
2
1
2
3
2
2
3
3
2
2
3
2
3
2
2
3
3
3
2
2
2
4
4
4
4
4
4
4
2
2
3
1
2
4
3
3
4
4
1
1
1
1
3
1
2
3
3
4
1
1
1
1
3
4
4
1
2
4
3
4
2
2
4
4
3
4
3
4
2
4
3
3
4
3
3
3
2
3
3
2
2
4
3
3
3
3
3
3
3
4
3
3
3
2
3
3
2
3
4
4
2
3
3
3
2
3
3
3
3
3
4
2
2
3
2
2
3
2
2
2
2
2
3
3
1
2
2
2
2
3
2
2
2
2
2
2
2
1
2
2
2
2
2
1
1
3
2
1
2
2
1
2
2
3
3
2
2
2
2
2
2
3
2
1
2
2
3
2
2
2
2
2
2
2
2
3
2
2
2
2
2
2
2
1
2
2
3
3
2
2
3
3
3
2
2
2
1
2
2
2
3
2
1
3
3
2
2
2
3
3
2
2
3
2
2
3
1
3
2
1
3
3
4
4
3
4
4
2
1
4
1
1
2
2
2
1
4
4
4
3
3
1
3
2
4
1
1
1
4
3
4
4
2
2
3
3
3
3
2
4
3
3
2
3
3
3
3
4
2
3
4
3
2
4
3
2
3
4
2
3
2
2
1
3
3
3
3
1
3
3
2
3
2
3
3
2
3
4
3
3
3
4
3
2
2
2
1
2
3
2
2
1
2
2
3
3
3
2
2
2
2
3
3
2
3
2
1
2
3
2
2
2
2
2
2
2
3
2
2
2
3
3
2
2
2
2
3
2
2
3
2
3
2
2
2
3
3
2
2
2
2
3
3
2
2
3
2
3
3
2
2
3
3
2
3
2
2
3
2
2
1
2
2
2
2
2
1
2
2
2
2
2
3
3
3
2
2
3
2
3
1
3
1
1
4
2
3
3
1
1
3
1
1
2
1
2
4
3
4
1
4
3
4
4
2
2
3
3
1
4
3
3
3
2
1
2
4
4
1
3
1
3
3
2
4
4
2
2
2
3
1
4
4
3
2
2
2
4
3
4
4
3
3
3
1
4
3
3
3
3
3
2
2
4
2
3
3
2
3
2
2
2
3
2
4
1
4
3
2
3
2
2
2
2
2
2
2
1
2
2
2
2
2
2
1
2
2
1
3
2
2
3
2
2
2
1
2
1
2
2
2
2
3
2
2
3
3
1
2
2
3
3
3
2
2
3
1
3
2
2
2
3
2
3
2
2
2
3
3
2
2
2
3
3
2
2
2
1
2
2
3
1
2
3
2
2
2
2
2
3
3
3
2
3
2
2
2
2
3
3
3
3
2
3
2
3
1
2
4
3
3
4
4
1
3
2
1
2
1
3
3
4
4
4
2
2
4
1
4
2
2
1
3
4
4
3
4
2
4
2
3
1
1
1
4
3
1
4
4
3
2
2
3
4
3
3
2
2
1
3
3
3
2
3
4
3
1
4
3
4
1
3
1
3
1
3
3
3
3
3
3
3
1
4
3
3
3
3
3
3
3
2
3
2
1
3
3
3
3
2
2
2
2
2
3
2
3
2
3
2
2
2
3
2
2
2
2
2
2
2
2
3
3
2
2
2
2
2
2
3
2
2
2
2
1
2
2
2
2
2
2
2
2
3
2
2
3
1
2
2
3
2
2
3
2
2
2
2
2
2
2
2
2
3
2
2
2
3
2
2
3
2
2
2
2
2
2
3
2
1
2
2
2
3
2
3
3
2
3
3
1
2
3
4
2
1
2
4
3
3
2
1
4
2
1
4
3
1
4
3
4
4
4
4
2
3
3
4
2
3
2
3
4
4
2
1
1
4
2
1
4
4
1
4
2
3
3
3
4
4
3
3
3
2
2
1
3
2
3
3
4
3
3
3
3
4
3
3
3
3
2
2
3
3
2
1
3
2
3
3
2
2
3
3
3
3
3
2
3
3
3
2
3
4
3
3
3
2
2
2
1
2
2
2
2
2
2
2
2
2
2
2
3
2
2
3
2
2
3
2
2
2
2
2
1
3
2
2
2
2
1
3
2
3
2
2
2
2
2
2
3
2
2
2
2
2
2
2
2
2
3
2
2
3
3
3
2
2
3
2
3
2
2
2
2
2
3
2
2
3
2
2
2
2
2
2
2
3
3
2
2
2
2
2
2
2
2
3
1
2
2
4
1
4
1
4
3
1
4
3
2
4
3
1
3
2
3
3
3
3
2
3
1
3
3
2
3
1
3
3
4
3
3
4
2
1
2
2
3
1
4
1
3
4
3
2
1
3
4
3
1
2
3
3
2
3
3
2
1
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
4
4
2
3
3
3
3
3
3
3
3
3
3
1
2
3
2
2
2
2
2
3
3
2
3
2
3
2
2
2
3
2
2
2
2
2
2
2
1
2
2
1
2
2
2
1
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
3
2
2
1
2
3
2
2
2
2
3
2
2
2
2
2
3
2
2
2
2
2
2
2
2
2
2
2
1
3
3
2
2
3
2
3
2
2
Age
DistanceFromHome
EmployeeNumber
EnvironmentSatisfaction
NumGender
41
49
37
33
27
32
59
30
38
36
35
29
31
34
28
29
32
45
37
46
30
35
55
38
34
56
23
51
30
46
40
51
30
46
32
54
24
28
58
44
37
32
20
34
1
8
2
3
2
2
3
24
23
27
16
15
26
19
24
21
5
6
7
5
1
1
1
6
1
7
2
9
2
9
1
21
4
1
6
2
3
4
10
23
6
1
6
6
1
2
4
5
7
8
10
11
12
13
14
15
16
18
19
20
21
101
102
103
104
105
106
107
110
112
113
116
117
118
119
120
121
124
125
126
128
129
131
132
133
134
137
138
2
3
4
4
1
4
3
4
4
3
1
4
1
2
3
2
1
4
1
2
4
2
1
2
1
4
3
4
3
3
3
3
3
3
2
1
1
2
4
2
3
4
4
1
1
2
2
1
2
2
1
2
2
2
2
1
2
2
2
1
2
2
2
2
2
2
2
1
2
2
2
2
2
2
2
2
1
2
2
1
1
2
2
2
2
2
1
1
37
59
50
25
25
22
51
34
54
24
34
37
34
36
36
43
30
33
56
51
31
26
58
19
22
49
43
50
31
41
26
36
51
39
25
30
32
45
38
30
32
30
30
41
41
19
40
2
2
1
5
7
15
1
7
26
18
6
3
5
11
3
26
23
22
14
6
6
6
23
22
2
20
28
12
20
9
25
6
8
4
28
9
9
29
3
18
9
5
2
10
9
3
26
139
140
141
142
143
144
145
147
148
150
151
152
153
154
155
158
159
160
161
162
163
164
165
167
169
170
171
174
175
176
177
178
179
182
183
184
190
192
193
194
195
197
198
199
200
201
202
3
3
1
3
4
2
1
1
4
2
3
3
3
2
1
3
1
3
2
1
2
3
4
4
3
3
2
3
2
3
3
2
1
4
1
3
1
3
4
1
4
4
2
4
3
2
2
2
1
1
2
2
1
1
2
1
2
1
2
1
1
1
2
2
2
1
2
2
1
1
2
2
1
1
1
1
2
1
2
2
1
2
2
1
2
1
1
2
1
2
2
2
1
1
35
53
45
32
29
51
58
40
34
22
27
28
57
27
50
41
30
38
32
27
19
36
30
45
56
33
19
46
38
31
34
41
50
53
33
40
55
34
51
52
27
35
43
45
37
35
42
1
6
9
8
1
7
9
4
2
19
9
21
24
3
11
14
5
1
6
17
1
3
9
4
8
2
2
1
9
12
27
20
1
13
14
4
14
2
3
1
9
23
7
2
21
2
21
204
205
206
207
208
211
214
215
216
217
218
221
223
224
226
227
228
230
231
233
235
238
239
240
241
242
243
244
245
246
247
248
249
250
252
253
254
256
258
259
260
261
262
264
267
269
270
3
2
2
2
4
2
2
3
3
3
4
3
3
3
3
1
2
1
3
3
3
4
3
3
3
3
2
2
3
3
4
2
3
4
4
4
3
4
4
3
4
2
4
1
2
2
3
2
2
2
1
2
2
1
2
1
2
2
2
2
2
1
2
1
1
2
2
1
2
2
1
1
2
2
1
1
1
1
1
2
1
1
1
2
2
1
2
1
2
2
2
2
1
1
38
38
27
49
34
40
38
29
22
36
40
46
32
30
27
51
30
41
30
29
45
54
36
33
37
38
31
59
37
29
35
29
52
42
59
50
33
43
33
52
32
32
39
32
41
40
45
2
29
1
18
10
19
29
27
5
18
9
1
4
1
20
8
3
6
26
1
6
3
5
4
11
3
1
3
4
1
1
18
2
4
6
1
14
16
2
2
4
1
1
26
19
24
1
271
273
274
275
277
281
282
283
284
286
287
288
291
292
293
296
297
298
299
300
302
303
304
305
306
307
308
309
311
312
314
315
316
319
321
323
325
327
328
329
330
331
332
333
334
335
336
4
4
3
4
4
3
2
2
4
2
4
4
4
3
4
2
4
4
3
3
4
4
4
3
2
1
3
3
1
2
3
3
3
3
2
4
3
4
1
1
3
4
3
3
3
1
3
2
2
2
2
2
2
2
1
2
1
2
2
2
2
1
2
1
1
1
2
1
1
2
1
2
2
2
2
2
1
1
2
1
2
2
1
2
1
1
2
1
2
1
2
2
2
2
31
33
34
37
45
37
39
29
42
29
25
42
40
51
31
32
38
32
46
28
29
31
25
45
36
55
47
28
37
21
37
35
38
26
50
53
42
29
55
26
37
44
38
26
28
49
36
3
5
2
1
7
10
2
15
17
20
1
2
2
1
29
7
2
2
2
2
2
23
5
20
6
1
29
9
6
3
1
22
7
1
4
3
1
2
20
11
1
24
23
16
8
10
3
337
338
339
340
341
342
343
346
347
349
350
351
352
353
355
359
361
362
363
364
366
367
369
372
373
374
376
377
378
379
380
381
382
384
385
386
387
388
389
390
391
392
393
394
395
396
397
2
3
4
3
1
1
3
3
4
4
1
4
1
3
3
2
4
4
3
1
1
2
2
3
4
4
1
4
3
4
1
2
1
3
1
3
2
2
2
1
4
4
4
1
4
3
3
2
1
2
1
2
2
1
2
1
2
1
1
2
2
2
2
2
2
1
2
2
2
2
2
2
2
2
2
2
2
1
1
1
1
2
2
2
2
2
2
1
2
2
2
1
1
2
31
26
37
42
18
35
36
51
41
18
28
31
39
36
32
38
58
31
31
45
31
33
39
43
49
52
27
32
27
31
32
28
30
31
39
39
33
47
43
27
54
43
45
40
29
29
30
5
4
9
26
3
16
18
2
2
10
16
7
1
24
7
25
1
5
2
7
2
5
10
10
1
8
5
8
2
7
2
2
28
7
7
3
10
5
10
1
20
7
8
1
8
9
5
399
401
403
404
405
406
407
408
410
411
412
416
417
419
420
421
422
423
424
425
426
428
429
430
431
433
434
436
437
438
439
440
441
442
444
445
446
447
448
449
450
451
452
453
454
455
456
4
4
2
3
3
3
3
4
4
4
2
2
3
2
4
1
4
3
1
1
3
4
3
3
3
3
3
3
4
4
1
1
4
3
3
4
2
4
3
3
4
3
4
2
2
2
4
1
2
2
1
2
2
2
2
2
1
2
2
2
1
2
ProbTurnover
Education
JobSatisfaction
JobInvolvement
PerformanceRating
1
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
1
0
5
4
5
2
3
1
1
2
4
2
1
4
2
1
5
1
1
3
2
2
3
4
1
4
3
4
3
1
3
5
4
2
4
4
2
2
2
2
2
2
5
3
5
2
2
1
2
4
1
2
3
1
3
3
3
2
1
2
3
4
2
4
4
2
1
3
2
3
2
3
1
4
3
2
4
4
2
3
4
4
2
3
4
3
4
1
3
4
4
2
3
3
2
4
1
3
3
3
2
3
3
4
3
1
2
1
3
2
4
3
4
4
2
4
1
4
4
4
2
4
2
1
3
3
3
3
3
2
1
1
4
3
3
2
2
3
3
3
4
3
2
3
4
2
3
3
2
4
4
3
3
3
2
2
3
1
3
1
3
3
2
2
2
3
2
2
3
3
3
3
3
3
3
3
2
3
3
4
3
3
3
3
4
4
4
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
4
3
3
4
4
3
3
3
3
4
3
3
3
4
3
3
3
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
1
0
0
0
0
1
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
3
3
3
5
3
1
4
5
1
2
4
1
4
1
1
1
4
2
5
2
5
4
5
5
1
3
1
1
5
2
2
3
5
4
4
2
5
1
2
2
4
3
3
4
3
3
3
2
4
3
3
1
3
4
3
3
1
4
3
3
2
2
2
3
2
4
3
4
3
4
1
1
4
3
3
3
1
1
2
4
4
3
3
3
3
5
3
2
3
1
3
4
1
3
4
4
2
3
4
4
1
3
4
3
2
4
1
4
4
4
3
2
2
3
3
2
4
3
4
1
3
4
3
3
3
2
4
3
3
4
1
4
3
3
4
1
4
1
1
2
2
2
2
3
2
2
3
2
1
4
3
2
3
2
3
3
3
1
3
3
3
1
2
3
3
3
3
4
3
1
3
3
3
1
2
2
3
3
3
3
3
1
3
2
2
3
3
3
3
4
3
3
3
3
4
4
3
3
3
3
3
3
4
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
4
4
3
3
3
3
4
3
4
3
3
3
3
3
4
3
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
3
2
3
1
2
4
4
3
2
1
3
2
1
4
3
2
1
3
2
3
5
3
3
3
3
1
5
3
1
1
2
5
4
1
3
2
1
4
3
4
3
5
1
3
1
3
2
5
2
3
3
1
4
3
4
4
1
3
3
2
3
3
3
3
4
5
3
1
2
3
2
3
3
3
2
2
1
2
2
3
2
3
1
4
1
3
4
3
2
3
2
3
3
2
2
3
2
4
3
3
2
4
3
4
2
4
4
3
2
3
4
4
3
2
1
2
1
1
1
4
4
1
4
4
2
2
3
1
2
3
2
3
2
3
2
3
4
4
1
2
3
3
3
3
3
3
2
2
2
3
3
3
3
4
2
3
3
3
2
3
3
1
3
3
3
3
3
2
3
3
3
3
3
2
4
3
3
4
2
3
2
3
2
4
2
4
3
3
3
4
3
3
3
3
4
3
3
4
3
3
3
3
3
3
3
4
4
3
4
3
3
3
3
3
4
4
3
4
3
4
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
0
0
0
0
0
0
1
1
0
0
0
0
1
0
0
0
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
1
0
0
1
0
0
0
0
0
2
2
4
1
2
1
5
5
1
1
3
3
5
4
2
4
5
1
5
5
3
3
2
4
1
2
4
3
1
1
2
5
3
1
2
2
5
1
5
4
3
5
2
1
3
1
1
4
3
1
4
4
2
1
3
3
1
5
4
4
1
3
4
3
3
4
3
3
3
2
4
3
3
4
3
4
1
3
1
3
2
2
4
3
3
2
4
2
3
4
4
2
2
3
3
4
1
4
3
4
1
4
2
4
4
1
4
3
3
2
1
4
1
3
4
1
2
2
4
3
3
4
4
4
3
4
4
4
3
4
4
4
1
3
2
3
3
4
1
4
4
3
3
2
3
3
3
3
3
4
3
2
3
1
2
3
2
3
3
2
3
2
3
3
2
3
3
1
2
3
3
3
2
2
3
3
3
3
3
3
2
3
2
3
3
3
3
4
3
3
3
3
3
3
3
4
3
3
3
3
3
4
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
4
4
3
3
3
3
3
3
3
3
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
2
3
4
4
1
5
2
1
1
1
2
4
2
1
5
1
3
4
4
5
4
3
1
1
1
3
5
1
1
4
1
1
1
3
3
2
2
1
1
3
1
5
1
5
1
3
2
4
4
4
2
4
3
4
3
2
2
3
3
2
3
2
3
2
1
3
4
3
3
2
2
3
3
4
3
4
2
4
3
2
3
1
4
1
2
2
2
3
3
4
4
2
4
3
3
4
1
1
3
3
3
4
1
4
3
1
3
4
2
2
4
1
2
3
2
4
1
4
4
1
2
4
4
3
4
2
1
2
2
3
3
4
4
1
4
3
4
2
4
1
2
3
2
2
2
4
3
3
3
4
3
3
2
3
3
2
4
2
2
1
3
2
2
4
3
3
3
3
3
3
2
3
4
4
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
4
3
3
3
3
3
4
3
3
3
3
3
4
3
3
3
3
4
4
3
3
4
3
3
3
3
4
3
3
4
3
3
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
3
5
1
2
5
3
1
4
3
4
1
1
1
3
4
4
4
1
4
3
2
3
3
1
4
5
3
4
2
1
1
5
1
4
3
5
3
2
4
2
2
3
1
4
5
3
4
3
4
3
3
3
3
4
3
4
3
2
3
3
4
3
2
4
4
3
3
4
4
1
4
2
4
3
2
3
3
4
4
2
2
2
2
3
5
4
1
4
3
4
2
4
5
3
2
4
4
2
3
2
4
2
2
3
1
4
4
2
3
2
3
4
1
1
4
2
1
4
3
2
2
2
3
4
4
4
4
3
4
3
4
3
3
2
3
1
4
4
1
4
3
3
2
3
3
3
3
4
1
3
2
4
4
4
3
2
2
1
3
2
3
3
3
3
3
2
2
3
2
3
3
4
1
3
2
2
3
2
3
2
3
3
3
3
1
1
2
2
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
3
4
3
3
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
1
0
1
0
1
0
0
0
0
0
0
0
1
0
0
0
1
0
0
1
3
2
3
1
4
3
2
4
2
1
2
2
3
2
1
2
2
3
5
1
3
2
1
1
5
3
2
5
3
5
4
5
1
4
3
1
4
1
2
5
1
2
3
5
3
4
5
4
2
2
4
1
4
1
3
1
5
3
1
3
1
3
2
3
4
1
5
4
4
4
2
3
3
4
3
3
2
4
3
3
4
2
4
3
2
3
3
3
4
1
1
3
2
3
2
4
4
4
2
2
4
2
3
4
3
3
2
3
1
3
3
4
2
4
4
3
3
4
3
1
3
2
4
3
2
2
4
2
2
4
3
4
3
4
4
3
2
1
2
3
4
3
3
2
3
2
3
3
2
3
3
3
3
3
3
4
3
3
2
2
3
2
3
4
3
3
3
3
3
2
2
2
4
3
2
3
3
2
3
3
4
3
3
3
3
3
2
3
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
4
3
3
3
3
3
4
3
4
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
4
3
3
4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
3
3
3
3
4
4
3
2
3
1
2
3
2
4
2
1
2
1
3
5
4
1
2
2
4
3
2
3
5
5
1
2
2
2
4
5
5
3
3
4
1
4
1
2
4
2
4
3
2
4
4
3
3
2
4
2
3
4
2
5
2
1
3
3
3
2
3
3
2
2
2
3
3
3
4
1
2
2
4
3
3
4
5
2
4
3
4
3
3
2
3
3
4
4
1
2
1
2
2
3
1
3
1
4
3
4
3
1
3
1
3
1
1
1
3
4
4
3
4
1
3
4
2
3
4
3
4
4
3
2
4
1
4
3
4
1
4
3
3
3
3
3
3
3
3
2
2
3
3
3
3
3
2
3
2
3
4
3
4
3
3
2
3
3
3
1
3
3
2
3
1
3
3
3
3
2
2
2
3
2
2
3
2
3
3
1
3
2
3
3
3
3
3
4
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
4
3
3
4
3
3
3
3
3
4
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
3
0
0
1
1
0
0
1
1
0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
3
2
5
5
2
2
5
5
2
1
5
1
3
1
2
2
2
1
3
2
5
1
1
3
5
4
4
2
2
1
5
1
2
3
3
3
5
1
2
3
4
1
2
4
3
2
5
3
1
1
1
1
3
3
3
2
4
1
5
5
2
3
3
1
1
3
3
4
3
5
3
3
3
4
2
3
4
3
3
1
5
4
2
4
3
3
4
4
3
2
2
3
1
3
4
2
3
4
2
3
3
1
3
4
3
4
2
4
3
3
3
4
1
2
3
4
3
4
2
1
3
3
3
4
4
4
3
1
2
1
3
4
3
2
3
4
2
2
2
3
3
2
3
3
1
3
3
3
3
3
3
2
3
3
3
3
3
3
3
3
3
3
3
4
2
3
1
2
3
3
4
1
3
3
3
3
3
4
3
3
3
2
4
3
2
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
4
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
4
4
3
3
3
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
1
0
5
3
5
3
1
4
2
4
1
3
3
2
4
4
2
5
2
1
2
2
1
2
3
1
5
1
2
2
4
2
2
4
3
5
5
4
1
1
3
4
1
1
1
1
4
5
4
4
2
4
2
4
4
3
3
4
4
1
5
4
4
3
1
1
4
1
4
4
3
1
5
4
3
3
2
4
3
4
2
4
1
3
3
3
3
4
4
1
1
2
1
3
2
4
1
4
1
4
4
3
3
2
4
4
1
3
1
3
3
1
3
4
3
3
4
3
1
4
1
4
3
3
4
4
2
2
4
3
1
3
1
2
4
4
2
4
4
3
2
3
3
2
2
3
2
4
2
3
2
3
2
3
3
2
2
3
3
3
3
3
3
3
3
3
3
3
3
3
3
1
3
3
2
2
3
3
2
4
4
2
1
4
4
4
4
2
3
2
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
4
4
3
3
3
3
3
3
4
3
3
3
3
3
3
3
4
4
3
3
4
3
3
3
3
3
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
1
0
0
0
0
1
1
5
1
3
1
3
4
1
3
3
3
4
3
5
1
2
4
2
1
2
5
3
2
3
1
1
3
4
3
1
3
1
2
3
4
5
1
4
1
5
1
5
4
1
4
2
5
3
2
4
2
2
4
4
3
4
4
2
3
4
2
3
3
3
3
5
3
3
3
2
1
3
3
1
3
3
3
4
4
5
5
4
4
1
2
1
2
3
3
4
4
2
3
3
4
3
4
1
4
1
1
3
4
1
1
3
2
2
1
3
3
3
4
3
3
4
3
1
2
4
4
1
2
4
1
4
3
1
1
4
4
3
3
3
4
1
1
4
4
3
1
3
3
4
3
3
3
2
4
2
3
3
2
3
1
4
3
1
3
3
3
4
2
3
3
4
3
2
2
3
3
3
3
3
3
2
3
3
1
4
4
3
3
2
3
1
3
2
3
3
3
3
3
3
4
3
3
3
4
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
3
4
3
3
3
4
3
3
3
3
3
3
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
1
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
1
0
0
0
0
0
0
1
3
1
3
1
4
1
4
1
3
2
5
4
2
2
5
2
5
1
3
1
5
1
3
5
3
4
4
3
4
3
4
3
5
5
3
3
2
2
2
5
1
2
3
1
1
4
4
4
1
1
4
4
4
3
2
2
3
3
3
4
3
2
3
3
2
3
2
4
4
2
4
3
3
4
3
3
3
3
4
3
1
2
1
3
4
2
2
3
4
3
1
3
1
4
1
4
1
1
1
4
3
2
1
4
1
2
3
3
1
3
1
4
2
3
2
3
4
3
2
3
3
4
3
2
1
4
4
4
1
4
3
2
4
3
4
3
2
1
1
1
4
3
3
3
4
2
3
1
4
3
3
4
2
3
3
2
3
3
3
3
4
3
4
2
3
3
2
2
2
2
3
2
2
3
3
3
2
3
3
3
2
3
3
3
4
4
2
3
3
3
3
3
3
3
4
4
3
3
4
3
4
3
3
3
3
3
3
4
3
3
3
3
3
3
3
4
3
3
3
3
3
3
4
3
4
4
3
3
3
3
3
3
4
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
1
1
0
0
1
1
1
1
3
3
3
1
3
4
3
3
1
1
4
3
4
5
1
4
3
3
3
4
1
1
5
1
4
1
1
1
1
2
3
3
2
5
3
3
1
5
2
5
5
1
3
5
5
2
4
4
2
3
2
4
4
2
2
4
1
3
1
3
4
3
1
3
1
2
3
3
4
3
3
3
2
4
3
2
2
4
3
2
4
1
2
4
1
3
3
1
1
4
1
4
4
4
4
4
1
3
4
3
4
4
4
4
1
1
3
2
4
1
1
4
2
2
4
4
3
4
2
4
4
4
4
2
1
4
2
4
4
1
4
4
2
3
4
4
4
3
4
3
3
2
2
3
4
2
2
2
2
4
3
2
3
2
3
3
2
3
2
3
2
4
3
2
3
2
3
3
3
3
3
3
2
3
3
2
3
3
2
3
2
3
3
2
3
1
3
3
3
3
3
3
4
3
3
4
4
3
4
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
4
3
3
3
3
4
3
3
3
3
3
3
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
0
0
0
1
0
1
0
0
0
0
1
0
0
0
0
0
1
0
0
1
0
1
0
0
0
2
5
2
3
4
4
4
4
2
3
2
2
1
3
4
5
4
4
3
2
5
5
2
2
3
5
3
5
3
1
2
1
5
2
2
1
1
1
5
1
1
5
2
5
1
1
2
3
3
3
3
2
4
3
4
1
2
4
2
4
3
3
2
4
3
3
4
3
3
3
4
4
1
3
4
2
3
3
2
3
2
2
3
4
5
3
4
4
2
3
3
1
4
2
3
1
3
2
3
1
2
3
4
2
3
3
4
1
2
2
2
1
1
3
2
1
4
2
1
4
4
3
2
4
3
4
3
3
3
4
4
3
2
3
4
1
3
1
4
4
4
3
3
3
3
2
2
2
2
3
3
3
3
3
3
2
2
2
2
3
3
2
3
3
3
3
2
2
2
3
3
3
3
3
3
3
3
3
4
4
4
3
2
3
2
3
3
3
3
4
3
3
3
3
3
3
4
3
3
3
3
3
4
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
4
3
4
3
3
4
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
0
0
1
0
0
0
0
0
0
0
0
1
1
2
3
3
1
5
2
2
2
4
5
3
1
2
2
1
5
5
1
4
4
4
2
3
1
2
2
1
3
5
2
4
1
5
5
1
2
5
3
3
1
2
1
2
3
4
5
4
3
4
2
2
3
3
1
2
1
4
1
2
3
4
2
3
3
2
1
3
4
2
1
4
3
2
3
3
2
4
1
4
2
1
3
3
4
3
1
2
4
4
2
4
3
3
2
3
2
1
4
3
3
3
3
3
2
1
4
3
3
1
1
2
4
1
3
3
3
4
4
4
3
4
4
2
2
3
4
1
4
4
3
1
1
4
4
3
4
4
2
2
3
4
3
3
3
3
3
3
3
3
2
2
3
3
3
3
4
2
3
4
1
2
2
3
2
3
3
3
3
2
1
3
1
3
1
1
4
3
4
3
2
3
3
4
3
3
2
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
1
0
1
0
1
0
0
0
0
0
0
5
2
3
2
2
3
3
4
1
4
2
3
4
3
5
5
4
5
5
4
3
1
4
1
4
3
2
5
3
5
3
1
3
1
1
2
5
1
5
4
5
4
3
3
1
2
2
3
4
1
4
4
3
3
1
4
4
3
5
1
3
3
3
4
4
2
2
3
2
1
4
5
1
3
2
3
3
3
3
3
5
3
2
1
2
3
1
2
2
3
3
4
3
4
1
3
2
3
3
2
1
3
4
3
3
4
1
4
4
1
1
3
1
1
1
3
3
4
3
2
3
1
4
1
4
3
2
3
4
3
4
4
2
2
3
2
1
2
4
2
3
3
3
3
3
3
3
3
2
3
2
3
2
2
2
3
2
2
3
2
2
3
4
2
3
1
3
3
2
2
3
2
4
3
4
4
3
1
3
1
2
2
2
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
4
3
3
3
3
3
4
3
3
3
3
3
4
3
4
3
3
4
3
3
4
3
3
3
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
1
1
0
0
0
0
0
1
1
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
4
2
1
3
2
5
3
4
2
5
3
3
1
3
4
2
5
5
3
2
3
4
3
5
5
3
2
2
4
5
5
2
4
3
2
2
1
3
2
2
3
3
1
5
3
1
2
3
1
4
4
4
3
3
2
2
3
3
3
3
3
4
4
2
3
3
4
2
3
3
4
3
4
2
4
2
3
3
1
2
4
2
3
3
3
4
3
2
2
1
4
4
3
1
2
3
2
4
2
4
4
3
3
3
1
2
4
2
2
3
3
1
4
3
1
4
1
2
2
1
3
3
2
2
1
3
3
2
3
4
4
1
3
2
1
1
4
1
2
1
4
2
3
4
2
3
3
2
2
3
3
3
3
4
3
2
3
3
3
2
3
3
1
3
2
3
3
3
3
1
3
3
3
1
3
3
3
3
3
3
3
3
3
3
2
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
0
0
0
0
0
0
1
0
0
0
0
1
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
1
0
0
0
0
1
0
0
0
1
1
4
1
3
4
5
2
4
1
2
5
5
1
1
4
5
3
3
1
2
1
3
2
1
1
4
3
5
3
3
3
2
1
1
1
4
5
5
1
3
1
2
5
3
2
3
3
3
2
3
3
1
4
3
1
1
3
3
4
3
4
3
4
4
3
3
1
1
1
2
1
2
3
3
4
1
3
4
3
2
3
3
3
2
1
3
3
4
4
4
4
5
4
4
4
2
4
4
4
3
2
3
3
3
4
3
3
4
1
3
4
2
4
3
4
2
3
3
3
3
4
3
4
1
1
3
4
4
1
1
1
4
4
1
4
2
3
1
2
1
3
4
2
3
2
1
4
3
2
4
3
2
3
4
3
2
3
2
3
3
3
3
3
3
4
4
2
2
3
2
3
3
3
3
3
4
2
2
3
3
3
4
3
1
3
3
3
3
3
3
3
3
4
3
3
4
4
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
4
3
3
3
3
3
3
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
5
3
3
4
1
5
1
3
2
2
1
4
1
2
1
5
5
5
4
1
5
1
3
5
4
3
4
1
2
2
3
3
4
2
1
2
2
1
3
3
5
5
5
2
5
3
2
3
1
4
4
3
2
2
2
4
1
5
3
5
4
2
3
3
5
3
2
3
3
3
4
1
3
3
3
4
3
3
3
3
1
2
5
3
2
4
3
3
3
4
1
3
2
1
2
1
4
1
4
1
3
1
3
3
4
2
3
3
4
4
1
2
1
2
4
4
1
3
2
1
3
2
3
3
2
1
1
3
4
3
3
3
2
1
3
2
2
3
1
2
3
2
3
2
2
3
2
4
3
3
3
3
2
4
3
3
3
2
4
1
4
3
3
3
3
2
3
2
4
3
3
3
3
1
3
3
3
3
4
3
3
3
3
2
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
4
3
3
3
3
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
4
2
2
4
2
5
4
3
4
3
4
2
1
1
5
3
3
2
4
2
5
4
5
4
2
4
1
4
4
1
2
3
2
1
4
1
3
4
4
1
2
1
3
5
2
4
3
3
3
4
4
3
2
3
3
2
1
1
5
3
4
4
3
3
3
3
1
4
3
3
5
2
3
3
1
3
3
3
2
4
2
2
2
4
4
2
4
4
3
4
3
4
3
4
3
3
3
2
3
1
3
1
1
2
2
3
4
4
1
1
2
2
2
3
1
3
3
4
3
2
4
1
2
4
4
1
3
4
1
4
2
3
2
4
3
3
1
1
3
1
2
2
3
3
2
3
2
2
3
2
3
1
3
3
3
2
3
3
3
2
3
3
2
3
1
3
2
3
1
2
3
3
3
3
3
2
3
3
2
2
3
3
4
3
2
3
2
3
3
4
3
3
3
3
3
3
4
3
3
3
4
4
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
4
3
3
3
4
3
3
3
4
3
4
3
3
3
3
3
3
3
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
5
5
5
3
3
2
3
1
1
3
2
2
3
2
1
1
2
1
1
3
1
4
3
1
3
1
5
4
2
1
1
4
4
4
3
2
1
3
3
4
1
4
1
5
2
4
4
3
5
3
4
4
4
5
4
3
3
3
4
1
4
3
1
3
3
4
2
3
4
2
3
2
4
3
2
5
4
3
3
5
3
4
4
4
4
5
3
5
3
1
2
4
2
3
1
4
2
1
1
4
4
4
4
2
2
3
1
3
3
4
3
3
1
4
3
3
1
2
4
1
2
3
3
4
4
2
1
1
1
3
4
1
1
1
1
1
4
4
3
3
3
3
2
3
3
3
3
2
3
3
3
3
3
3
3
4
3
3
4
4
2
4
2
3
4
2
4
3
2
3
4
3
2
1
2
3
3
4
3
3
2
4
1
3
3
3
2
2
3
3
3
3
3
3
4
3
4
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
0
0
0
0
0
1
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
2
2
2
3
4
5
3
1
1
3
5
1
1
1
5
4
3
1
3
3
4
2
3
3
4
4
1
2
1
4
3
4
4
1
4
5
4
5
3
2
4
1
3
4
3
3
2
2
3
3
3
5
5
2
1
3
3
3
3
4
1
3
4
5
3
3
3
1
4
2
5
3
3
2
4
4
3
2
1
2
1
4
3
2
4
3
3
3
3
4
3
1
2
4
4
4
4
4
3
4
1
3
1
3
2
2
1
3
2
2
3
3
1
3
4
2
4
4
3
4
4
2
3
1
4
3
2
4
1
3
3
3
2
2
2
3
3
3
2
1
3
4
3
3
2
3
4
3
3
2
3
3
3
2
2
4
3
3
2
2
1
2
3
1
3
2
3
2
3
2
3
3
3
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
3
4
3
3
3
3
3
3
3
4
4
4
3
3
4
4
3
3
3
3
3
3
3
3
3
3
RelationshipSatisfaction
WorkLifeBalance
NumBusTravel
NumDepartment
1
4
2
3
4
3
1
2
2
2
3
4
4
3
2
3
4
2
1
4
3
1
4
4
3
1
3
2
1
4
4
4
2
3
1
1
1
2
3
3
4
4
2
3
1
3
3
3
3
2
9
3
3
2
3
3
2
3
3
3
2
4
4
3
2
3
3
3
3
2
3
3
3
3
2
1
2
2
3
1
2
4
2
4
3
3
3
3
2
3
2
3
2
3
2
2
3
2
2
2
2
2
2
2
2
2
2
2
2
2
2
1
2
2
2
2
2
2
3
2
2
3
2
2
2
1
2
1
2
2
3
2
3
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
1
2
2
3
2
2
2
3
2
2
3
2
3
3
2
3
2
3
3
3
2
1
2
2
2
4
4
1
4
3
3
3
4
3
3
3
1
4
3
1
4
3
1
1
3
2
3
4
4
3
3
4
4
3
3
4
4
4
3
4
4
1
2
2
3
4
4
4
2
4
4
1
4
3
2
3
3
3
2
3
3
3
3
3
3
3
3
4
2
4
3
3
2
2
2
2
3
2
3
3
3
3
3
3
3
4
3
1
4
2
3
2
4
3
3
2
3
3
3
1
1
3
2
2
2
3
3
1
2
2
2
2
3
2
3
3
1
2
2
2
2
2
2
2
2
3
3
2
2
2
2
3
2
2
2
2
2
2
2
3
2
2
3
2
2
3
2
1
2
3
2
2
2
2
1
2
2
3
2
3
2
3
2
3
2
2
3
2
2
3
2
2
2
3
3
3
1
2
2
3
3
1
2
2
2
2
3
2
2
2
2
2
2
1
4
3
4
1
3
2
1
4
1
4
3
2
4
2
1
3
3
1
4
1
3
3
1
3
1
3
3
3
3
4
4
4
3
4
2
4
3
3
1
4
1
4
4
1
4
2
3
1
1
3
3
3
2
2
3
3
1
1
1
2
3
3
3
4
3
2
4
2
3
4
3
4
2
3
3
3
3
2
2
3
3
3
3
2
3
3
2
3
4
3
2
3
3
2
2
2
3
1
2
2
2
3
2
1
2
2
1
2
2
2
2
2
2
3
3
1
2
2
2
2
2
2
2
2
2
2
2
2
2
2
3
2
2
2
2
1
1
2
3
1
3
3
2
3
2
2
2
3
3
2
2
2
2
2
2
2
3
3
2
2
3
2
2
3
2
2
2
3
2
2
2
3
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
1
3
1
4
3
2
4
1
1
4
3
3
3
4
4
3
3
3
4
4
4
4
4
3
3
4
1
3
4
1
3
2
4
4
3
3
3
1
4
1
4
3
1
1
1
3
3
1
3
3
4
4
3
2
2
3
1
3
2
3
3
1
3
3
2
2
3
3
4
3
3
2
3
3
3
3
4
2
2
3
2
2
1
3
4
4
3
1
3
3
2
3
3
2
2
3
1
3
2
2
2
2
3
1
2
2
1
3
2
2
2
3
2
1
2
2
2
3
2
1
2
3
3
3
2
2
2
2
2
2
2
2
1
2
2
2
1
2
2
2
2
2
2
2
2
2
2
3
2
2
2
2
3
2
3
2
2
3
3
2
3
3
2
2
2
3
2
2
3
3
3
2
2
2
1
3
2
3
2
3
3
2
2
3
2
2
2
1
3
2
1
4
2
4
1
3
4
4
3
4
2
2
3
4
4
2
3
2
2
4
2
3
3
4
4
2
1
1
2
3
1
1
4
3
1
4
3
2
4
2
4
4
4
4
3
2
3
2
3
3
3
3
3
3
3
3
3
2
4
1
3
3
2
1
3
3
3
3
3
3
2
2
4
4
3
2
3
1
2
2
3
2
3
3
3
1
3
3
3
3
3
3
2
2
2
3
3
3
2
2
2
2
2
2
2
3
3
1
2
2
2
2
2
1
2
2
2
1
2
2
2
1
2
2
3
2
2
2
3
2
3
2
3
2
2
2
3
2
2
2
2
2
2
2
2
2
2
3
2
2
2
2
2
2
3
2
3
2
3
2
2
2
2
2
2
2
3
2
2
2
3
2
2
2
3
3
2
2
2
2
2
2
2
2
2
3
2
3
4
3
3
4
4
2
1
3
2
1
3
3
3
4
3
4
1
2
2
4
1
4
1
2
4
1
4
3
4
4
1
1
1
3
2
2
4
4
1
1
3
4
3
3
2
3
2
4
3
2
3
3
3
3
3
2
2
3
2
3
3
3
3
3
1
3
3
3
3
2
2
3
3
3
2
2
3
3
3
2
2
3
4
3
2
2
3
2
2
3
3
3
2
3
3
2
2
3
2
2
2
2
2
2
1
2
2
1
2
2
3
2
3
2
3
2
2
2
2
2
2
2
2
2
3
3
2
3
2
3
1
3
2
2
2
2
2
2
3
3
2
3
2
3
2
2
3
3
2
3
2
2
3
2
2
2
1
2
2
2
2
2
2
2
2
3
3
3
2
2
2
2
2
3
3
2
2
3
2
2
2
3
2
2
3
1
3
2
3
1
4
3
4
1
2
1
3
3
2
1
2
2
2
3
2
1
3
3
3
2
2
3
3
4
1
4
4
4
3
2
4
3
3
2
2
3
4
1
3
4
2
3
3
2
3
2
3
3
2
3
3
3
2
3
3
1
3
4
3
3
3
3
3
3
3
2
3
3
4
3
3
3
3
3
3
3
3
3
3
2
3
2
3
4
3
3
3
3
3
2
2
2
2
2
2
2
2
3
2
1
2
2
2
2
1
2
2
3
1
3
2
2
1
2
2
1
3
2
2
2
2
2
2
2
2
2
2
2
1
2
2
2
3
2
2
3
3
2
2
2
3
2
2
2
3
2
3
1
2
3
2
3
3
2
3
3
3
2
2
3
3
2
2
3
2
3
2
3
2
2
2
3
2
3
2
3
2
3
3
2
2
3
2
3
3
2
4
3
2
3
1
2
1
4
2
1
3
3
4
2
3
4
3
3
4
4
2
3
4
3
4
2
4
3
4
2
3
3
2
3
3
3
2
3
4
3
3
3
3
3
2
3
3
2
3
3
2
3
1
3
3
3
3
3
3
2
3
3
3
3
3
2
1
3
3
1
2
4
3
2
3
3
1
1
3
4
4
3
2
3
2
4
3
1
3
3
3
2
2
2
2
2
2
2
1
2
3
2
2
1
2
3
3
2
2
2
2
2
2
2
3
2
2
2
3
2
3
3
2
2
1
2
2
2
1
2
2
1
3
2
2
2
2
2
2
3
2
2
2
2
2
3
2
2
2
3
2
2
2
3
3
3
2
2
2
2
2
2
2
2
2
2
3
3
2
3
2
2
2
2
1
3
3
2
2
3
2
2
2
2
2
3
4
4
1
1
3
1
3
4
4
3
1
4
4
3
3
1
3
4
2
2
2
3
3
4
3
1
1
4
4
2
4
4
2
4
2
4
3
3
2
3
2
4
4
3
3
4
3
4
4
3
3
3
3
3
3
2
3
3
3
3
3
3
3
4
2
4
2
4
3
2
3
3
3
3
3
3
1
4
2
3
3
3
3
3
3
2
3
3
4
3
3
3
3
2
2
2
2
2
2
3
3
3
1
3
2
2
1
2
2
3
2
2
2
3
2
2
2
3
1
1
2
2
2
2
2
3
2
1
2
1
3
2
2
2
2
2
2
3
2
3
3
2
2
2
3
2
2
1
2
3
2
3
3
3
3
2
2
3
2
3
1
2
2
3
3
3
2
3
3
3
2
2
2
3
3
2
3
3
2
2
2
2
3
2
1
3
2
3
4
3
4
4
3
3
4
2
3
4
2
1
2
4
2
3
1
4
4
4
3
4
4
4
3
3
1
2
3
3
3
4
4
1
3
1
3
1
4
4
2
1
3
2
1
1
4
3
1
3
4
2
2
4
3
2
2
3
1
4
3
3
3
4
3
3
2
3
4
2
3
3
3
2
3
1
4
3
3
3
3
3
4
3
3
3
3
3
3
3
4
3
3
3
2
2
2
2
2
2
2
2
2
2
3
2
2
2
2
2
2
2
2
2
3
2
2
3
2
2
2
2
3
2
2
2
2
3
1
2
2
2
3
2
3
2
2
2
2
2
3
2
3
2
3
2
3
2
2
2
2
2
2
1
3
3
3
2
2
3
2
2
3
2
3
2
2
3
2
2
1
2
2
2
2
2
2
3
3
2
3
3
2
2
2
3
2
4
1
3
4
4
4
3
3
2
4
3
2
4
4
1
4
3
4
4
3
4
3
4
4
3
3
4
1
4
4
1
4
2
3
1
3
2
1
4
4
3
4
2
1
1
1
3
2
3
2
3
3
3
3
3
2
3
2
3
3
3
3
4
3
2
2
3
3
3
3
4
1
2
2
1
3
3
4
3
1
3
4
2
2
3
3
3
3
3
3
3
3
2
2
2
3
2
2
2
2
3
2
2
2
3
2
2
2
1
2
1
3
2
2
3
3
2
2
2
2
2
2
2
2
1
3
2
2
2
2
2
2
2
3
2
2
1
1
3
2
2
3
3
2
2
2
3
3
2
1
3
2
1
3
2
2
2
2
3
3
3
2
3
2
2
1
2
2
2
3
2
2
2
2
2
3
2
3
3
2
3
3
2
3
2
2
2
3
3
2
2
2
4
3
2
3
4
2
2
3
3
2
4
4
4
3
3
1
3
4
3
4
4
2
3
4
2
4
4
3
3
1
3
3
2
2
1
3
1
3
3
4
3
1
4
3
3
3
2
3
3
2
3
3
3
2
3
3
3
3
3
4
3
2
3
3
3
3
3
2
3
3
3
2
3
2
2
3
4
2
3
3
4
3
1
3
2
2
2
2
3
2
2
2
3
2
3
2
2
2
3
2
3
2
1
2
2
2
2
2
2
2
2
2
2
2
2
2
2
3
2
2
2
3
3
2
2
2
2
2
2
2
3
1
2
2
2
2
2
2
2
3
2
2
2
3
2
2
3
2
2
2
2
2
2
2
3
2
2
2
2
2
2
2
1
2
2
2
2
2
2
2
3
3
2
2
2
3
1
2
2
3
2
2
3
2
4
3
2
4
3
3
3
4
4
1
3
4
3
4
2
1
2
1
2
4
4
4
2
2
3
3
1
2
3
2
1
4
4
3
3
3
3
4
2
4
3
4
1
1
1
1
3
2
2
2
3
3
2
3
3
3
1
2
3
3
3
3
2
3
4
3
2
3
3
2
3
3
3
3
3
3
2
3
3
3
3
4
1
3
3
3
2
4
2
2
2
2
4
2
2
2
3
2
2
2
3
2
2
2
2
3
2
2
2
3
1
2
2
1
3
2
2
2
2
2
2
3
2
3
2
1
1
2
2
2
2
2
2
3
2
2
2
2
2
2
2
3
3
2
3
3
2
2
3
1
2
2
2
1
3
2
2
2
3
2
2
3
3
2
2
3
3
2
3
2
2
3
3
2
1
1
2
2
2
3
2
2
3
2
2
3
2
2
2
4
3
2
1
2
4
2
4
3
1
4
3
2
3
3
2
2
3
3
2
2
3
4
3
1
1
3
2
2
2
2
1
3
1
2
2
4
4
3
4
1
4
3
1
4
3
3
1
3
3
3
3
3
4
1
2
2
2
3
3
3
3
2
3
3
3
4
3
1
3
4
3
3
1
2
3
3
2
3
4
4
3
3
3
2
4
3
3
3
3
3
3
2
2
2
2
2
2
2
2
2
2
2
2
1
2
2
1
2
2
3
2
2
2
2
2
3
2
2
2
2
1
3
2
2
2
2
2
1
2
2
1
3
1
1
1
2
2
2
2
2
2
2
2
3
2
2
3
2
2
2
3
2
2
2
3
3
3
2
2
3
2
2
2
2
3
2
3
2
3
3
2
2
3
3
3
3
3
3
2
3
2
3
2
2
2
2
1
2
2
3
3
2
4
2
2
2
4
3
4
3
3
3
1
1
2
1
4
2
2
3
2
1
2
2
1
1
4
2
3
4
4
3
1
3
3
4
2
2
4
3
1
1
2
3
4
3
3
3
3
3
2
3
3
1
3
3
3
2
2
3
3
3
2
3
3
3
3
3
2
4
3
3
1
3
3
3
3
3
3
3
3
3
2
4
3
2
1
3
3
2
3
3
2
1
2
2
2
3
2
2
2
3
1
2
2
2
2
3
2
2
2
2
2
2
2
2
2
2
2
2
3
1
2
1
2
2
1
2
3
1
2
1
2
2
2
3
2
2
2
2
2
3
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
3
2
2
2
2
2
3
3
3
3
3
2
2
3
3
2
3
3
1
3
2
2
4
2
1
4
1
2
3
4
2
2
2
2
3
2
1
1
3
1
1
3
3
1
4
4
2
4
4
3
1
2
4
3
4
4
4
4
2
1
4
3
3
4
1
4
3
3
3
3
3
3
2
2
2
3
3
3
3
2
4
3
3
2
3
4
2
3
2
3
2
3
3
3
4
3
3
3
2
2
3
3
3
3
3
2
3
3
1
3
3
2
2
4
2
3
2
2
3
2
2
2
3
2
2
3
2
1
2
3
2
2
2
1
2
2
2
2
2
1
3
2
2
2
2
2
2
2
2
2
2
3
2
2
1
3
2
2
3
2
3
3
2
3
3
2
2
2
3
2
2
3
2
2
2
3
3
2
2
2
2
2
2
2
2
2
2
2
2
1
2
3
2
2
3
3
2
2
3
2
3
2
2
3
3
3
2
2
2
4
4
4
4
4
4
4
2
2
3
1
2
4
3
3
4
4
1
1
1
1
3
1
2
3
3
4
1
1
1
1
3
4
4
1
2
4
3
4
2
2
4
4
3
4
3
4
2
4
3
3
4
3
3
3
2
3
3
2
2
4
3
3
3
3
3
3
3
4
3
3
3
2
3
3
2
3
4
4
2
3
3
3
2
3
3
3
3
3
4
2
2
3
2
2
3
2
2
2
2
2
3
3
1
2
2
2
2
3
2
2
2
2
2
2
2
1
2
2
2
2
2
1
1
3
2
1
2
2
1
2
2
3
3
2
2
2
2
2
2
3
2
1
2
2
3
2
2
2
2
2
2
2
2
3
2
2
2
2
2
2
2
1
2
2
3
3
2
2
3
3
3
2
2
2
1
2
2
2
3
2
1
3
3
2
2
2
3
3
2
2
3
2
2
3
1
3
2
1
3
3
4
4
3
4
4
2
1
4
1
1
2
2
2
1
4
4
4
3
3
1
3
2
4
1
1
1
4
3
4
4
2
2
3
3
3
3
2
4
3
3
2
3
3
3
3
4
2
3
4
3
2
4
3
2
3
4
2
3
2
2
1
3
3
3
3
1
3
3
2
3
2
3
3
2
3
4
3
3
3
4
3
2
2
2
1
2
3
2
2
1
2
2
3
3
3
2
2
2
2
3
3
2
3
2
1
2
3
2
2
2
2
2
2
2
3
2
2
2
3
3
2
2
2
2
3
2
2
3
2
3
2
2
2
3
3
2
2
2
2
3
3
2
2
3
2
3
3
2
2
3
3
2
3
2
2
3
2
2
1
2
2
2
2
2
1
2
2
2
2
2
3
3
3
2
2
3
2
3
1
3
1
1
4
2
3
3
1
1
3
1
1
2
1
2
4
3
4
1
4
3
4
4
2
2
3
3
1
4
3
3
3
2
1
2
4
4
1
3
1
3
3
2
4
4
2
2
2
3
1
4
4
3
2
2
2
4
3
4
4
3
3
3
1
4
3
3
3
3
3
2
2
4
2
3
3
2
3
2
2
2
3
2
4
1
4
3
2
3
2
2
2
2
2
2
2
1
2
2
2
2
2
2
1
2
2
1
3
2
2
3
2
2
2
1
2
1
2
2
2
2
3
2
2
3
3
1
2
2
3
3
3
2
2
3
1
3
2
2
2
3
2
3
2
2
2
3
3
2
2
2
3
3
2
2
2
1
2
2
3
1
2
3
2
2
2
2
2
3
3
3
2
3
2
2
2
2
3
3
3
3
2
3
2
3
1
2
4
3
3
4
4
1
3
2
1
2
1
3
3
4
4
4
2
2
4
1
4
2
2
1
3
4
4
3
4
2
4
2
3
1
1
1
4
3
1
4
4
3
2
2
3
4
3
3
2
2
1
3
3
3
2
3
4
3
1
4
3
4
1
3
1
3
1
3
3
3
3
3
3
3
1
4
3
3
3
3
3
3
3
2
3
2
1
3
3
3
3
2
2
2
2
2
3
2
3
2
3
2
2
2
3
2
2
2
2
2
2
2
2
3
3
2
2
2
2
2
2
3
2
2
2
2
1
2
2
2
2
2
2
2
2
3
2
2
3
1
2
2
3
2
2
3
2
2
2
2
2
2
2
2
2
3
2
2
2
3
2
2
3
2
2
2
2
2
2
3
2
1
2
2
2
3
2
3
3
2
3
3
1
2
3
4
2
1
2
4
3
3
2
1
4
2
1
4
3
1
4
3
4
4
4
4
2
3
3
4
2
3
2
3
4
4
2
1
1
4
2
1
4
4
1
4
2
3
3
3
4
4
3
3
3
2
2
1
3
2
3
3
4
3
3
3
3
4
3
3
3
3
2
2
3
3
2
1
3
2
3
3
2
2
3
3
3
3
3
2
3
3
3
2
3
4
3
3
3
2
2
2
1
2
2
2
2
2
2
2
2
2
2
2
3
2
2
3
2
2
3
2
2
2
2
2
1
3
2
2
2
2
1
3
2
3
2
2
2
2
2
2
3
2
2
2
2
2
2
2
2
2
3
2
2
3
3
3
2
2
3
2
3
2
2
2
2
2
3
2
2
3
2
2
2
2
2
2
2
3
3
2
2
2
2
2
2
2
2
3
1
2
2
4
1
4
1
4
3
1
4
3
2
4
3
1
3
2
3
3
3
3
2
3
1
3
3
2
3
1
3
3
4
3
3
4
2
1
2
2
3
1
4
1
3
4
3
2
1
3
4
3
1
2
3
3
2
3
3
2
1
3
3
3
3
3
3
3
3
3
3
3
3
3
3
3
4
4
2
3
3
3
3
3
3
3
3
3
3
1
2
3
2
2
2
2
2
3
3
2
3
2
3
2
2
2
3
2
2
2
2
2
2
2
1
2
2
1
2
2
2
1
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2
3
2
2
1
2
3
2
2
2
2
3
2
2
2
2
2
3
2
2
2
2
2
2
2
2
2
2
2
1
3
3
2
2
3
2
3
2
2
Age
DistanceFromHome
EmployeeNumber
EnvironmentSatisfaction
NumGender
41
49
37
33
27
32
59
30
38
36
35
29
31
34
28
29
32
45
37
46
30
35
55
38
34
56
23
51
30
46
40
51
30
46
32
54
24
28
58
44
37
32
20
34
1
8
2
3
2
2
3
24
23
27
16
15
26
19
24
21
5
6
7
5
1
1
1
6
1
7
2
9
2
9
1
21
4
1
6
2
3
4
10
23
6
1
6
6
1
2
4
5
7
8
10
11
12
13
14
15
16
18
19
20
21
101
102
103
104
105
106
107
110
112
113
116
117
118
119
120
121
124
125
126
128
129
131
132
133
134
137
138
2
3
4
4
1
4
3
4
4
3
1
4
1
2
3
2
1
4
1
2
4
2
1
2
1
4
3
4
3
3
3
3
3
3
2
1
1
2
4
2
3
4
4
1
1
2
2
1
2
2
1
2
2
2
2
1
2
2
2
1
2
2
2
2
2
2
2
1
2
2
2
2
2
2
2
2
1
2
2
1
1
2
2
2
2
2
1
1
37
59
50
25
25
22
51
34
54
24
34
37
34
36
36
43
30
33
56
51
31
26
58
19
22
49
43
50
31
41
26
36
51
39
25
30
32
45
38
30
32
30
30
41
41
19
40
2
2
1
5
7
15
1
7
26
18
6
3
5
11
3
26
23
22
14
6
6
6
23
22
2
20
28
12
20
9
25
6
8
4
28
9
9
29
3
18
9
5
2
10
9
3
26
139
140
141
142
143
144
145
147
148
150
151
152
153
154
155
158
159
160
161
162
163
164
165
167
169
170
171
174
175
176
177
178
179
182
183
184
190
192
193
194
195
197
198
199
200
201
202
3
3
1
3
4
2
1
1
4
2
3
3
3
2
1
3
1
3
2
1
2
3
4
4
3
3
2
3
2
3
3
2
1
4
1
3
1
3
4
1
4
4
2
4
3
2
2
2
1
1
2
2
1
1
2
1
2
1
2
1
1
1
2
2
2
1
2
2
1
1
2
2
1
1
1
1
2
1
2
2
1
2
2
1
2
1
1
2
1
2
2
2
1
1
35
53
45
32
29
51
58
40
34
22
27
28
57
27
50
41
30
38
32
27
19
36
30
45
56
33
19
46
38
31
34
41
50
53
33
40
55
34
51
52
27
35
43
45
37
35
42
1
6
9
8
1
7
9
4
2
19
9
21
24
3
11
14
5
1
6
17
1
3
9
4
8
2
2
1
9
12
27
20
1
13
14
4
14
2
3
1
9
23
7
2
21
2
21
204
205
206
207
208
211
214
215
216
217
218
221
223
224
226
227
228
230
231
233
235
238
239
240
241
242
243
244
245
246
247
248
249
250
252
253
254
256
258
259
260
261
262
264
267
269
270
3
2
2
2
4
2
2
3
3
3
4
3
3
3
3
1
2
1
3
3
3
4
3
3
3
3
2
2
3
3
4
2
3
4
4
4
3
4
4
3
4
2
4
1
2
2
3
2
2
2
1
2
2
1
2
1
2
2
2
2
2
1
2
1
1
2
2
1
2
2
1
1
2
2
1
1
1
1
1
2
1
1
1
2
2
1
2
1
2
2
2
2
1
1
38
38
27
49
34
40
38
29
22
36
40
46
32
30
27
51
30
41
30
29
45
54
36
33
37
38
31
59
37
29
35
29
52
42
59
50
33
43
33
52
32
32
39
32
41
40
45
2
29
1
18
10
19
29
27
5
18
9
1
4
1
20
8
3
6
26
1
6
3
5
4
11
3
1
3
4
1
1
18
2
4
6
1
14
16
2
2
4
1
1
26
19
24
1
271
273
274
275
277
281
282
283
284
286
287
288
291
292
293
296
297
298
299
300
302
303
304
305
306
307
308
309
311
312
314
315
316
319
321
323
325
327
328
329
330
331
332
333
334
335
336
4
4
3
4
4
3
2
2
4
2
4
4
4
3
4
2
4
4
3
3
4
4
4
3
2
1
3
3
1
2
3
3
3
3
2
4
3
4
1
1
3
4
3
3
3
1
3
2
2
2
2
2
2
2
1
2
1
2
2
2
2
1
2
1
1
1
2
1
1
2
1
2
2
2
2
2
1
1
2
1
2
2
1
2
1
1
2
1
2
1
2
2
2
2
31
33
34
37
45
37
39
29
42
29
25
42
40
51
31
32
38
32
46
28
29
31
25
45
36
55
47
28
37
21
37
35
38
26
50
53
42
29
55
26
37
44
38
26
28
49
36
3
5
2
1
7
10
2
15
17
20
1
2
2
1
29
7
2
2
2
2
2
23
5
20
6
1
29
9
6
3
1
22
7
1
4
3
1
2
20
11
1
24
23
16
8
10
3
337
338
339
340
341
342
343
346
347
349
350
351
352
353
355
359
361
362
363
364
366
367
369
372
373
374
376
377
378
379
380
381
382
384
385
386
387
388
389
390
391
392
393
394
395
396
397
2
3
4
3
1
1
3
3
4
4
1
4
1
3
3
2
4
4
3
1
1
2
2
3
4
4
1
4
3
4
1
2
1
3
1
3
2
2
2
1
4
4
4
1
4
3
3
2
1
2
1
2
2
1
2
1
2
1
1
2
2
2
2
2
2
1
2
2
2
2
2
2
2
2
2
2
2
1
1
1
1
2
2
2
2
2
2
1
2
2
2
1
1
2
31
26
37
42
18
35
36
51
41
18
28
31
39
36
32
38
58
31
31
45
31
33
39
43
49
52
27
32
27
31
32
28
30
31
39
39
33
47
43
27
54
43
45
40
29
29
30
5
4
9
26
3
16
18
2
2
10
16
7
1
24
7
25
1
5
2
7
2
5
10
10
1
8
5
8
2
7
2
2
28
7
7
3
10
5
10
1
20
7
8
1
8
9
5
399
401
403
404
405
406
407
408
410
411
412
416
417
419
420
421
422
423
424
425
426
428
429
430
431
433
434
436
437
438
439
440
441
442
444
445
446
447
448
449
450
451
452
453
454
455
456
4
4
2
3
3
3
3
4
4
4
2
2
3
2
4
1
4
3
1
1
3
4
3
3
3
3
3
3
4
4
1
1
4
3
3
4
2
4
3
3
4
3
4
2
2
2
4
1
2
2
1
2
2
2
2
2
1
2
2
2
1
2
Have a similar assignment? "Place an order for your assignment and have exceptional work written by our team of experts, guaranteeing you A results."
Our Service Charter
1. Professional & Expert Writers: Eminence Papers only hires the best. Our writers are specially selected and recruited, after which they undergo further training to perfect their skills for specialization purposes. Moreover, our writers are holders of masters and Ph.D. degrees. They have impressive academic records, besides being native English speakers.
2. Top Quality Papers: Our customers are always guaranteed of papers that exceed their expectations. All our writers have +5 years of experience. This implies that all papers are written by individuals who are experts in their fields. In addition, the quality team reviews all the papers before sending them to the customers.
3. Plagiarism-Free Papers: All papers provided by Eminence Papers are written from scratch. Appropriate referencing and citation of key information are followed. Plagiarism checkers are used by the Quality assurance team and our editors just to double-check that there are no instances of plagiarism.
4. Timely Delivery: Time wasted is equivalent to a failed dedication and commitment. Eminence Papers are known for the timely delivery of any pending customer orders. Customers are well informed of the progress of their papers to ensure they keep track of what the writer is providing before the final draft is sent for grading.
5. Affordable Prices: Our prices are fairly structured to fit in all groups. Any customer willing to place their assignments with us can do so at very affordable prices. In addition, our customers enjoy regular discounts and bonuses.
6. 24/7 Customer Support: At Eminence Papers, we have put in place a team of experts who answer all customer inquiries promptly. The best part is the ever-availability of the team. Customers can make inquiries anytime.
How It Works
- Step 1: Fill the Order Form
Complete the order form and upload all of your files, including any instructions, rubrics, or other materials provided by your instructor.
- Step 2: Make Payment
Complete the order payment after filling in the order form. We’ll receive your order and assign it to a writer.
- Step 3: The Writing Process
The assigned writer will complete your paper and forward it to our Editing Team for review and approval.
- Step 4: Download Paper
Once approved by the editor, the completed paper will be uploaded to your account for you to download, review and approve.
