project: type: book output-dir: _book book: title: "R for Data Science (2e)" author-meta: "Hadley Wickham, Mine Çetinkaya-Rundel, and Garrett Grolemund" date-meta: today description-meta: | This book will teach you how to do data science with R: You'll learn how to get your data into R, get it into the most useful structure, transform it, visualise it, and model it. In this book, you will find a practicum of skills for data science. Just as a chemist learns how to clean test tubes and stock a lab, you'll learn how to clean data and draw plots---and many other things besides. These are the skills that allow data science to happen, and here you will find the best practices for doing each of these things with R. You'll learn how to use the grammar of graphics, literate programming to save time and make your work reproducible. Along the way, you'll also learn how to manage cognitive resources to facilitate discoveries when wrangling, visualising, and exploring data. reader-mode: true page-footer: left: | R for Data Science (2e) was written by Hadley Wickham, Mine Çetinkaya-Rundel, and Garrett Grolemund. right: | This book was built with Quarto. cover-image: cover.png site-url: https://r4ds.hadley.nz/ repo-url: https://github.com/hadley/r4ds/ repo-branch: main repo-actions: [edit, issue] chapters: - index.qmd - preface-2e.qmd - intro.qmd - part: whole-game.qmd chapters: - data-visualize.qmd - workflow-basics.qmd - data-transform.qmd - workflow-pipes.qmd - data-tidy.qmd - workflow-style.qmd - data-import.qmd - workflow-scripts.qmd - EDA.qmd - workflow-help.qmd - part: transform.qmd chapters: - tibble.qmd - joins.qmd - logicals.qmd - numbers.qmd - strings.qmd - regexps.qmd - factors.qmd - datetimes.qmd - missing-values.qmd - column-wise.qmd - part: wrangle.qmd chapters: - parsing.qmd - spreadsheets.qmd - databases.qmd - rectangling.qmd - webscraping.qmd - part: program.qmd chapters: - functions.qmd - vectors.qmd - iteration.qmd - prog-strings.qmd - part: communicate.qmd chapters: - rmarkdown.qmd - communicate-plots.qmd - rmarkdown-formats.qmd - rmarkdown-workflow.qmd format: html: theme: - cosmo - r4ds.scss cover-image: cover.png code-link: true include-in-header: "plausible.html" callout-appearance: simple editor: visual