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    1. Data och IT
    2. Affärsapplikationer

    R for the Rest of Us

    A Statistics-Free Introduction

    AvDavid Keyes

    Häftad, Engelska, 2024

    597 kr

    Beställningsvara. Skickas inom 5-8 vardagar. Fri frakt över 249 kr.

    Fler format och utgåvor

    E-bok

    552 kr

    Beskrivning

    For statisticians, R is the go-to programming language for complex numerical analysis - but it comes in handy for a lot more than that. In R Without Statistics you'll discover ways that R can be used by the rest of us! Packed with real-world examples and easy-to-follow coding instructions, it introduces R's application in a wide range of non-statistical tasks, from data visualization and interpreting survey results, to map plotting and automating workloads. Each chapter features an actual R programmer who achieved something novel using the language, and then covers the case study and code samples demonstrating exactly how they did it. Whether it's creating visualizations for Scientific American, applying a consistent theme to BBC graphics, organizing professional government reports, or effectively mapping the spread of COVID-19, R offers a unique way to transform your work.

    Produktinformation

    • Utgivningsdatum:2024-06-25
    • Mått:173 x 226 x 18 mm
    • Vikt:499 g
    • Format:Häftad
    • Språk:Engelska
    • Antal sidor:256
    • Förlag:No Starch Press,US
    • ISBN:9781718503328

    Utforska kategorier

    • Affärsapplikationer inom Data och IT

    Mer om författaren

    David Keyes is the founder and CEO of R for the Rest of Us (rfortherestofus.com), which offers online courses, workshops, and custom training sessions that help organizations take control of their data. He has a 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 the most powerful tool for data analysis and visualization.

    Recensioner i media

    “Long overdue in the R ecosystem.”—Oscar Baruffa, Big Book of R“A great resource for anyone wishing to learn R without the intimidating jargon that normally comes with software books.”—Cara Thompson, Data Visualization Consultant at Building Stories with Data“David has captured some of the most compelling ways to use R for data visualization and maps, automation, reporting, and building websites.”—Tom Mock, Product Manager at Posit“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.”—Cédric Scherer, data visualization and information graphics designer“Demonstrates how succinctly R can be used to rapidly solve non-statistics problems.”—Bob Rudis , author of Data-Driven Security: Analysis, Visualization and Dashboards and VP of Data Science, Security Research & Detection Engineering at GreyNoise Intelligence“David Keyes delivers a comprehensive and approachable guide to R programming in R for the Rest of Us. 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.” —Gabriela de Queiroz, Director of AI, Microsoft; Founder of R-Ladies and AI Inclusive

    Innehållsförteckning

    • IntroductionPart 1: Visualizations Chapter 1: An R Programming Crash CourseChapter 2: Principles of Data VisualizationChapter 3: Making Your Own ggplot ThemeChapter 4: Creating MapsChapter 5: Crafting High-Quality TablesPart 2: Reports, Presentations, and WebsitesChapter 6: Writing Reports in R MarkdownChapter 7: Using Parameters to Automate ReportsChapter 8: Making Slideshows with xariganChapter 9: Building Websites with distillChapter 10: Reproducible Reporting with QuartoPart 3: Automation and Collaboration Chapter 11: Accessing Online DataChapter 12: Creating Your Own R Packages