StatBio_Lab_2023

Outline

Lab 1: Introduction to R

Lab 2: Advanced R (I)

Lab 3: Advacned R (II)

Lab 4: Plotting with ggplot2

Lab 5: Creating an R package and Git & Github 101

Lab 6: Data Transformation with tidyverse (I)

Lab 7: Data Transformation with tidyverse (II)

Lab 8: Using R markdown to make reports & Xia Lab Tools

Lab 9: Debug in R

Lab 10: More data visualization

Cheatsheets & Other Resources

The RStudio Cheat Sheet

Base R Cheat Sheet

R for Data Science

Cookbook for R: Basic Plots

Data Import Cheat Sheet

tibble Documentation

readr Documentation

tidyr Documentation

Data Wrangling Cheat Sheet

Getting Started with dplyr

R Markdown Cheat Sheet

R Markdown Reference Guide

R Markdown: The Definitive Guide

ggplot2: Elegant Graphics for Data Analysis

ggplot Cheat Sheet

ggplot2 official documention

R Graphics Cookbook, 2nd edition

R Graph Gallery

ggthemes Gallery

Data Visualization & Dashboarding with R Specialization