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href="https://nostarch.com/sites/default/files/styles/uc_product_full/public/R_for_the_Rest_frontcover.png?itok=aFkaOVVt" title="R for the Rest of Us Cover" class="colorbox" rel="uc_image_0"><img class="img-responsive" src="https://nostarch.com/sites/default/files/styles/uc_product/public/R_for_the_Rest_frontcover.png?itok=PZye5pkX" alt="R for the Rest of Us Cover" title="R for the Rest of Us Cover" /></a></div></div></div></div></div><div class="field field-name-entity-title field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even"><h1 class="page-header">R for the Rest of Us</h1></div></div></div><div class="field field-name-field-subtitle field-type-text field-label-hidden"><div class="field-items"><div class="field-item even">A Statistics-Free Introduction</div></div></div><div class="field field-name-field-author field-type-text field-label-hidden"><div class="field-items"><div class="field-item even">by David Keyes</div></div></div><div class="field field-name-released-date field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even">May 2024, 256 pp.</div></div></div><div class="field field-name-field-isbn13 field-type-text field-label-inline clearfix clearfix"><div class="field-label">ISBN-13: </div><div class="field-items"><div class="field-item even">9781718503328</div></div></div><div class="add-to-cart"><form action="/r-rest-us" method="post" id="uc-product-add-to-cart-form-766" accept-charset="UTF-8"><div><div id="uc_product_add_to_cart_form-766-attributes" class="attributes"><div class="attribute attribute-1 odd"><div class="form-item form-item-attributes-1 form-type-radios form-group"><div id="edit-attributes-1" class="form-radios"><div class="form-item form-item-attributes-1 form-type-radio radio"> <label class="control-label" for="edit-attributes-1-3"><input type="radio" id="edit-attributes-1-3" name="attributes[1]" value="3" checked="checked" class="form-radio" />Print Book and FREE Ebook, $59.99</label> </div><div class="form-item form-item-attributes-1 form-type-radio radio"> <label class="control-label" for="edit-attributes-1-2"><input type="radio" id="edit-attributes-1-2" name="attributes[1]" value="2" class="form-radio" />Ebook (PDF, Mobi, and ePub), $47.99</label> </div></div></div></div></div><input type="hidden" name="qty" value="1" /> <input type="hidden" name="form_build_id" value="form-j4CAqyKUEzQQUWr_ThfN6Vjr3NMkVF06g_snhl6be_M" /> <input type="hidden" name="form_id" value="uc_product_add_to_cart_form_766" /> <div class="form-actions form-wrapper form-group" id="edit-actions"><button class="node-add-to-cart btn btn-success form-submit icon-before" type="submit" id="edit-submit-766" name="op" value="Add to cart"><span class="icon glyphicon glyphicon-plus" aria-hidden="true"></span> Add to cart</button> </div></div></form></div><div class="field field-name-product-menu field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even"><div class="menu-wrapper"><ul class="menu nav"><li><a href="#content">Contents</a></li><li><a href="#reviews">Reviews</a></li></ul></div></div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even"><p><a class="btn btn-success downloadbutton" href="/download/RfortheRestofUs_Ch2.pdf" style="font-weight: 400;" target="_blank">Download Chapter 2: Principles of Data Visualization</a></p> <div class="lookinside"> <div class="lookinside"><a class="colorbox" href="/images/9781718503328_backcover.png"><img alt="R for the Rest of Us back cover" src="/images/9781718503328_backcover.png" style="border:1px solid; height:102px; margin:5px" title="R for the Rest of Us back cover" /></a><a class="colorbox" href="images/RForTheRestOfUs_p68_69.png"><img alt="R for the Rest of Us pages 68-69" src="images/RForTheRestOfUs_p68_69.png" style="border:1px solid; height:102px; margin:5px" title="R for the Rest of Us pages 68-69" /></a><a class="colorbox" href="images/RForTheRestOfUs_p94_95.png"><img alt="R for the Rest of Us pages 94-95" src="images/RForTheRestOfUs_p94_95.png" style="border:1px solid; height:102px; margin:5px" title="R for the Rest of Us pages 94-95" /></a><a class="colorbox" href="/images/RForTheRestOfUs_p182_183.png"><img alt="R for the Rest of Us pages 182-183" src="/images/RForTheRestOfUs_p182_183.png" style="border:1px solid; height:102px; margin:5px" title="R for the Rest of Us pages 182-183" /></a></div> <p>The R programming language is a remarkably powerful tool for data analysis and visualization, but its steep learning curve can be intimidating for some. If you just want to automate repetitive tasks or visualize your data, without the need for complex math, <em>R for the Rest of Us</em> is for you.</p> <p>Inside you’ll find a crash course in R, a quick tour of the RStudio programming environment, and a collection of real-world applications that you can put to use right away. You’ll learn how to create informative visualizations, streamline report generation, and develop interactive websites—whether you’re a seasoned R user or have never written a line of R code.</p> <p>You’ll also learn how to:</p> <ul> <li>Manipulate, clean, and parse your data with tidyverse packages like dplyr and tidyr to make data science operations more user-friendly</li> <li>Create stunning custom plots, graphs, and charts with ggplot2 to effectively communicate your data insights</li> <li>Import geospatial data and write code to produce visually appealing maps automatically</li> <li>Generate dynamic reports, presentations, and interactive websites with R Markdown and Quarto that seamlessly integrate code, text, and graphics</li> <li>Develop custom functions and packages tailored to your specific needs, allowing you to extend R’s functionality and automate complex tasks</li> </ul> <p>Unlock a treasure trove of techniques to transform the way you work. With <em>R for the Rest of Us</em>, you’ll discover the power of R to get stuff done. No advanced statistics degree required.</p> </div> </div></div></div><div class="field field-name-field-author-bio field-type-text-long field-label-abovec"><div class="field-label">Author Bio </div><div class="field-items"><div class="field-item even"><p><span style="font-size:10pt"><span style="font-family:Roboto,sans-serif"><span style="color:#000000"><strong>David Keyes</strong></span></span></span><span style="font-size:10pt"><span style="font-family:Roboto,sans-serif"><span style="color:#000000"> is the founder and CEO of R for the Rest of Us (</span></span></span><span style="font-size:10pt"><span style="font-family:Roboto,sans-serif"><u><span style="background-color:#ffffff"><a href="https://rfortherestofus.com/"><span style="color:#2980b9">rfortherestofus.com</span></a></span></u><span style="color:#000000"><span style="background-color:#ffffff">), which offers online courses, workshops, and custom training sessions that help organizations take control of their data. He has a</span></span></span></span><span style="font-size:10pt"><span style="font-family:Roboto,sans-serif"><span style="color:#000000"> PhD in anthropology from UC San Diego, as well as a master's degree in education from Ohio State, and has dedicated his professional life to teaching people to embrace R as </span></span></span><span style="font-size:10pt"><span style="font-family:Roboto,sans-serif"><span style="color:#000000"><span style="background-color:#ffffff">the most powerful tool for data analysis and visualization. </span></span></span></span></p> </div></div></div><div class="field field-name-field-toc field-type-text-long field-label-abovec" id="content"><div class="field-label">Table of contents </div><div class="field-items"><div class="field-item even"><p>Introduction<br /> Part I: Visualizations <br /> Chapter 1. An R Programming Crash Course<br /> Chapter 2. Principles of Data Visualization<br /> Chapter 3. Making Your Own ggplot Theme<br /> Chapter 4. Creating Maps<br /> Chapter 5. Crafting High-Quality Tables<br /> Part II: Reports, Presentations, and Websites<br /> Chapter 6. Writing Reports in R Markdown<br /> Chapter 7. Using Parameters to Automate Reports<br /> Chapter 8. Making Slideshows with xarigan<br /> Chapter 9. Building Websites with distill<br /> Chapter 10. Reproducible Reporting with Quarto<br /> Part III: Automation and Collaboration <br /> Chapter 11. Accessing Online Data<br /> Chapter 12. Creating Your Own R Packages</p> <p><a href="/download/RForTheRestOfUs_copyrightpage.pdf" style="text-decoration:underline;" target="_blank"><strong>View the Copyright page</strong></a><br /> <a href="/download/RForTheRestOfUs_TOC.pdf" style="text-decoration:underline;" target="_blank"><strong>View the detailed Table of Contents</strong></a><br /> <a href="/download/RForTheRestOfUs_index.pdf" style="text-decoration:underline;" target="_blank"><strong>View the Index</strong></a></p> </div></div></div><div class="field field-name-field-reviews field-type-text-long field-label-abovec" id="reviews"><div class="field-label">Reviews </div><div class="field-items"><div class="field-item even"><p>“David Keyes delivers a comprehensive and approachable guide to R programming in <em>R for the Rest of Us.</em> His expertise shines through in every chapter, making complex concepts understandable and applicable. This book is a fantastic and invaluable resource for anyone working with or aspiring to work with data, regardless of their background. Highly recommended.” <br /> <strong>—Gabriela de Queiroz, Director of AI, Microsoft; Founder of R-Ladies and AI Inclusive</strong></p> <p>“Long overdue in the R ecosystem.” <br /> <strong>—Oscar Baruffa,<em> Big Book of R</em></strong></p> <p>“A great resource for anyone wishing to learn R without the intimidating jargon that normally comes with software books.”<br /> <strong>—Cara Thompson, Data Visualization Consultant at Building Stories with Data</strong></p> <p><span style="font-size:10pt"><span style="font-family:Arial,sans-serif"><span style="color:#000000">“David has captured some of the most compelling ways to use R for data visualization and maps, automation, reporting, and building websites.”<br /> <strong>—Tom Mock, Product Manager at Posit</strong></span></span></span></p> <p><span style="font-size:10pt"><span style="font-family:Arial,sans-serif"><span style="color:#000000">“An easy-to-read source of exciting case studies, relevant code snippets, and helpful explanations—no matter if you're an experienced programmer or not.”<br /> <strong>—Cédric Scherer, data visualization and information graphics designer</strong></span></span></span></p> <p><span style="font-size:10pt"><span style="font-family:Arial,sans-serif"><span style="color:#000000">“Demonstrates how succinctly R can be used to rapidly solve non-statistics problems.”<br /> <strong>—Bob Rudis , author of <em>Data-Driven Security: Analysis, Visualization and Dashboards </em>and VP of Data Science, Security Research & Detection Engineering at GreyNoise Intelligence</strong></span></span></span></p> <p> </p> </div></div></div> </div> </div> </section> <section id="block-shariff-shariff-block" class="block block-shariff clearfix"> <div class="shariff" data-services="["facebook","print","twitter"]" data-theme="colored" data-orientation="horizontal" data-twitter-via="nostarch" data-lang="en"></div> </section> </div> </section> <aside class="col-sm-3" role="complementary"> <div class="region region-sidebar-second"> <section id="block-system-navigation" class="block block-system block-menu clearfix"> <h2 class="block-title">Navigation</h2> <ul class="menu nav"><li class="first last leaf"><a href="/user" title="">My account</a></li> </ul> </section> <section id="block-block-52" class="block block-block clearfix"> <p><a href="/mailchimp/subscribe">Want sweet deals? 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