Why my plots not showing up in HTML rendered from RStudio? (Quarto, R Markdown)

I explain how to make self-contained HTML files from RStudio based Quarto or R Markdown. More importantly, I explain what is HTML, YAML, Markdown, R Markdown, and Quarto. Examples and tricks.