Investigating factors contributing to COVID-19 control via PCA

Link to the analysis report

All the datasets and R scripts are here

Download

Make sure you have git on your PC.

git clone https://github.com/ff98li/BDC_2020_cov_factor.git

Usage

This project requires the following packages:

• tidyverse
• R0
• devtools
• ggbiplot To install them all, run the following in your R console

install.packages(c("tidyverse",
                   "R0",
                   "devtool",
                   "ggbiplot"),
                   dependencies = TRUE)

could take a pretty long while to get the dependencies done. Work on the report while you are waiting.

Plots

I'm posting the plots here for those who have trouble using R to read.

PCA on 6 variables, 144 countries

Loading Plot

Decision Tree

ROC curve for the decision tree model

PCA on 2 variables, 144 countries

Linear Regression for Populations

Linear Regression for Obesity

Contributing