R for Data Science: Import, Tidy, Transform, Visualize, and Model Data - Brossura

Wickham, Hadley; Cetinkaya-Rundel, Mine; Grolemund, Garrett

Brossura

ISBN 10: 1492097403 ISBN 13: 9781492097402

Casa editrice: O'Reilly Media, 2023

Riassunto

Use R to turn data into insight, knowledge, and understanding. With this practical book, aspiring data scientists will learn how to do data science with R and RStudio, along with the tidyverseâ a collection of R packages designed to work together to make data science fast, fluent, and fun. Even if you have no programming experience, this updated edition will have you doing data science quickly.

You'll learn how to import, transform, and visualize your data and communicate the results. And you'll get a complete, big-picture understanding of the data science cycle and the basic tools you need to manage the details. Updated for the latest tidyverse features and best practices, new chapters show you how to get data from spreadsheets, databases, and websites. Exercises help you practice what you've learned along the way.

You'll understand how to:

• Visualize: Create plots for data exploration and communication of results
• Transform: Discover variable types and the tools to work with them
• Import: Get data into R and in a form convenient for analysis
• Program: Learn R tools for solving data problems with greater clarity and ease
• Communicate: Integrate prose, code, and results with Quarto

Dettagli dell?edizione

• Editore: O'Reilly Media
• Data di pubblicazione: 2023
• ISBN 10: 1492097403
• ISBN 13: 9781492097402
• Rilegatura: Copertina flessibile
• Lingua: Inglese
• Numero edizione: 2
• Numero di pagine: 576
• Contatto del produttore: non disponibile