R for Data Science: Import Tidy Transform Visualize and Model Data Book

Learn how to use R to turn data into insight knowledge and understanding. Ideal for current and aspiring data scientists this book introduces you to doing data science with R and RStudio as well as the tidyverse–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. Each section in this edition includes exercises to help you practice what you’ve learned along the way. Updated for the latest tidyverse best practices new chapters dive deeper into visualization and data wrangling show you how to get data from spreadsheets databases and websites and help you make the most of new programming tools. You’ll learn how to: Visualize-create plots for data exploration and communication of results Transform-discover types of variables and the tools you can use 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

• Visualize-create plots for data exploration and communication of results
• Transform-discover types of variables and the tools you can use 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