https://r4ds.had.co.nz/
R for Data Science by Hadley Wickham & Garrett Grolemund
## 17 Program Introduction
18 Pipes
19 Functions
20 Vectors
21 Iteration
Model
22 Introduction
23 Model basics
24 Model building
25 Many models
26 Communicate Introduction
communicate your results
27 R Markdown
R Markdown files are designed to be used in three ways:
For communicating to decision makers, who want to focus on the conclusions, not the code behind the analysis.
For collaborating with other data scientists (including future you!), who are interested in both your conclusions, and how you reached them (i.e. the code).
As an environment in which to do data science, as a modern day lab notebook where you can capture not only what you did, but also what you were thinking.
28 Graphics for communication
29 R Markdown formats
30 R Markdown workflow
Reference
[Book]ggplot2: Elegant Graphics for Data Analysis by Hadley Wickham https://ggplot2-book.org/index.html