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Data analysis project in R to predict future blood donations

Home Page: https://lilajomok.github.io/blog/2017-11-16/blood-donations-data-analysis

r logistic-regression data-analysis

blood-donations's Introduction

blood-donations

A data analysis project in R to predict future blood donations.

This project is based on the Predict Blood Donations contest hosted on Driven Data and mainly serves as a warm up and refresher on data analysis.

The original dataset can be found at the UCI Machine Learning Repository.

Files in this Repo

File Description
blood-donations-analysis.rmd Rmarkdown file of the data analysis (Logistic Regression)

Required R packages

  • tidyverse
  • aod
  • gridExtra
  • corrplot

Notes to Run Rmarkdown files

  • Set your working directory to where your files are located.
  • Replace the any file's directory to the right location as needed.

Updates

  • 11/16/2017: Initial submission complete; used Logistic Regression. Score: 0.4412 / Rank: 217

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