2022-05-14 04:46:49 +08:00
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project:
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type: book
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output-dir: _book
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book:
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title: "R for Data Science (2e)"
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2022-11-03 21:05:49 +08:00
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author: "Hadley Wickham, Mine Çetinkaya-Rundel, and Garrett Grolemund"
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date: today
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description: |
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This book will teach you how to do data science with R: You'll learn how to
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get your data into R, get it into the most useful structure, transform it,
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visualise it, and model it. In this book, you will find a practicum of
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skills for data science. Just as a chemist learns how to clean test tubes
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and stock a lab, you'll learn how to clean data and draw plots---and many
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other things besides. These are the skills that allow data science to
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happen, and here you will find the best practices for doing each of these
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things with R. You'll learn how to use the grammar of graphics, literate
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programming to save time and make your work reproducible. Along the way,
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you'll also learn how to manage cognitive resources to facilitate
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discoveries when wrangling, visualising, and exploring data.
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2022-06-09 23:13:37 +08:00
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reader-mode: true
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page-footer:
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left: |
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R for Data Science (2e) was written by Hadley Wickham, Mine
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Çetinkaya-Rundel, and Garrett Grolemund.
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right: |
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This book was built with <a href="https://quarto.org/">Quarto</a>.
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cover-image: cover.png
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site-url: https://r4ds.hadley.nz/
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repo-url: https://github.com/hadley/r4ds/
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repo-branch: main
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repo-actions: [edit, issue]
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chapters:
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- index.qmd
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- preface-2e.qmd
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- intro.qmd
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- part: whole-game.qmd
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chapters:
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- data-visualize.qmd
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- workflow-basics.qmd
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- data-transform.qmd
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- workflow-pipes.qmd
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- data-tidy.qmd
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- workflow-style.qmd
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- data-import.qmd
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- workflow-scripts.qmd
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- EDA.qmd
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- workflow-help.qmd
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- part: transform.qmd
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chapters:
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- logicals.qmd
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- numbers.qmd
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- strings.qmd
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- regexps.qmd
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- factors.qmd
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- datetimes.qmd
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- missing-values.qmd
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- joins.qmd
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2022-06-20 23:40:11 +08:00
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- part: wrangle.qmd
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chapters:
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- parsing.qmd
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- spreadsheets.qmd
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- databases.qmd
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- rectangling.qmd
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- webscraping.qmd
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- part: program.qmd
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chapters:
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- functions.qmd
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- iteration.qmd
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- base-R.qmd
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- part: communicate.qmd
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chapters:
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- quarto.qmd
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- communicate-plots.qmd
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- quarto-formats.qmd
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- quarto-workflow.qmd
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format:
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html:
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theme:
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- cosmo
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- r4ds.scss
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cover-image: cover.png
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code-link: true
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include-in-header: "plausible.html"
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2022-05-26 23:55:12 +08:00
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callout-appearance: simple
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editor: visual
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