R

Intubation Prediction
Built ML models to help hospital authorities better manage resources by predicting the intubation needs for COVID+ patients.
Intubation Prediction
ESP 2019 Data Analysis
Investigate the association of numeracy scales with self-reported health status and healthcare-provider visits.
Poster Code Paper
ESP 2019 Data Analysis
Heart Disease Prediction with ML methods
This is a poster I designed applied and compared several ML methods in predicting CVD.
Poster Report
Heart Disease Prediction with ML methods
SCR R Package
This is an educational use R package aims to help students get a better view of Rizzo’s book ‘Statistical Computing with R’.
Code Vignette
SCR R Package
ggplot2 - A Strong Package Used in Data Visulization
ggplot2 is an R package created by Hadley Wickham. It has a great use in statistical data visulization. I got in touch with it in the first year of my graduate study and I had so much fun presenting statistical plot with the help of ggplot2!
Tianran Zhang
Oct 27, 2019 4 min read Data Science Class, R plot
How to Create an R Package
R packages are strong tools in R coding. Whenever we code with R to do some complex data analyzing, R packages will always help. It is cool to make one’s R package to share code with others.
Tianran Zhang
Oct 27, 2019 3 min read Data Science Class, R package
Shiny App
This project aims to visulize the environmental impact per cut weight for the happy velly meat company.
Code Website
Shiny App