100 lines
2.6 KiB
YAML
100 lines
2.6 KiB
YAML
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 <a href="https://quarto.org/">Quarto</a>.
|
|
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:
|
|
- logicals.qmd
|
|
- numbers.qmd
|
|
- strings.qmd
|
|
- regexps.qmd
|
|
- factors.qmd
|
|
- datetimes.qmd
|
|
- missing-values.qmd
|
|
- joins.qmd
|
|
|
|
- part: wrangle.qmd
|
|
chapters:
|
|
- parsing.qmd
|
|
- spreadsheets.qmd
|
|
- databases.qmd
|
|
- rectangling.qmd
|
|
- webscraping.qmd
|
|
|
|
- part: program.qmd
|
|
chapters:
|
|
- functions.qmd
|
|
- vectors.qmd
|
|
- tibble.qmd
|
|
- iteration.qmd
|
|
|
|
- part: communicate.qmd
|
|
chapters:
|
|
- quarto.qmd
|
|
- communicate-plots.qmd
|
|
- quarto-formats.qmd
|
|
- quarto-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
|
|
|