Learn how to use R to turn Data into insight, knowledge, and understanding.
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 Comm.
Exercises help you practice what you\'ve learned along the way.
Updated for the latest tidyverse features and best practices, new chapters show you how to get Data from spreadsheets, databases, and websites.
And you\'ll get a complete, big-picture understanding of the Data science cycle and the basic tools you need to manage the details.
You\'ll learn how to import, transform, and Visualize your Data and communicate the results.
Even if you have no programming experience, this updated edition will have you doing Data science quickly.
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.
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 Use R to turn Data into insight, knowledge, and understanding.
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.
Each section in this edition includes exercises to help you practice what you\'ve learned along the way.
And you\'ll get a complete, big-picture understanding of the Data science cycle and the basic tools you need to manage the details.
You\'ll learn how to import, transform, and Visualize your Data and communicate the results.
Even if you have no programming experience, this updated edition will have you doing Data science quickly.
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.
Learn how to use R to turn Data into insight, knowledge, and understanding
