https://github.com/btobin0/casestudy2dds
https://github.com/btobin0/casestudy2dds
Last synced: 4 months ago
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- Host: GitHub
- URL: https://github.com/btobin0/casestudy2dds
- Owner: btobin0
- Created: 2019-12-05T23:43:55.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2019-12-06T18:47:33.000Z (over 6 years ago)
- Last Synced: 2025-08-03T06:41:48.340Z (11 months ago)
- Language: HTML
- Size: 12 MB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: readme.md
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README
# MSDS 6306 Case-2 README
## Assignment
This assignment we were to investigate the possible reasons for attrition for a particulare company. The entire project was coded in R and the data file was in CSV format.
THe assignment wanted use of various graphing techniques and tests against the data to show that accuracy of the data.
## What was done
First the files were merged and the data was cleaned and filled where necessary.
Second the data was adjusted to be in a dataframe for viewing.
The data was then tested aganst a Neural Network and later a other tests learned from taking this course.
## The Files
- [Main Data File](https://github.com/btobin0/case2/blob/master/AllData3.csv) - Main Data file for investigation. THe NoAttrition and NoSalary files were combined to this file.
- [Turn-in CSV File](https://github.com/btobin0/case2/blob/master/Case2PredictionsTobin%20Salary.csv) - This is the same file as the AllData3.csv file but was not used for the assignment. This is for grading purposes only.
- [Assignment Document](https://github.com/btobin0/case2/blob/master/CaseStudy2.docx) - The project instructions instructions file. This was used as the guidline of what the customer wanted investigated.
- [knitted HTML File](https://github.com/btobin0/case2/blob/master/Case2PredictionsTobin-Salary.html) - Assignment required a knitted html file.
- [Presentation PPT](https://github.com/btobin0/case2/blob/master/Case2-Presentation-BTobin.pptx) - File used for presentation video recording
## Files that were downloaded but not used after data was merged
- [NoAttrition File CSV](https://github.com/btobin0/case2/blob/master/CaseStudy2CompSetNoAttrition.csv) - This is the original NoAttrition File.
- [NoSalary File CSV](https://github.com/btobin0/case2/blob/master/CaseStudy2CompSetNoSalary.csv) - This is the converted NoSalary File for better integration and merging with NoAttrition File.
- [NoSalary File XLS](https://github.com/btobin0/case2/blob/master/CaseStudy2CompSetNoSalary.xlsx) - This is the original NoSalaryFile.
## Please Give Constructive Feedback.
### I only get better with guidence. Any code suggestions, please provide snippet or link to example to read.