Garrett Grolemund Books
Garrett Grolemund is a data scientist, statistician, and educator at Posit, known for his contributions to R education and data visualization.
Known for: R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
Books by Garrett Grolemund
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
R for Data Science introduces readers to the R programming language and the tidyverse ecosystem for data analysis. It covers data import, cleaning, transformation, visualization, and modeling, emphasizing a practical, hands-on approach to real-world data science workflows.
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The Tidyverse Philosophy: A Unified Grammar for Data Work
At the core of this book lies the tidyverse — a suite of R packages connected by shared design principles. The tidyverse exists because data scientists need consistency. Before tidyverse tools matured, R codebases were fragmented; each package followed its own conventions, leading to confusion and i...
From R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
Importing and Preparing Data: Building the Foundation
Every analysis begins with data that often arrives messy, incomplete, or stored in formats unfriendly to exploration. In this stage, we take deliberate steps to bring raw data into R using packages like 'readr', 'readxl', and database interfaces. Each of these tools serves one purpose — to give you ...
From R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
About Garrett Grolemund
Garrett Grolemund is a data scientist, statistician, and educator at Posit, known for his contributions to R education and data visualization.
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Garrett Grolemund is a data scientist, statistician, and educator at Posit, known for his contributions to R education and data visualization.
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