Andrew Heiss • 4/4/2024

Visualizing {dplyr}’s mutate(), summarize(), group_by(), and ungroup() with animations

This article provides a detailed, visual guide to understanding complex dplyr functions like mutate(), summarize(), and group_by() through handcrafted animations. It explains the split-apply-combine workflow, addresses common teaching challenges, and offers downloadable resources for educators and R programmers learning data wrangling with the tidyverse.

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#data visualization #Data Manipulation #R

$Visualizing {dplyr}’s mutate(), summarize(), group_by(), and ungroup() with animations$