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Together, tidying and transforming are called wrangling

Hadley Wickham • R for Data Science: Import, Tidy, Transform, Visualize, and Model Data

ggplot

Hadley Wickham • R for Data Science: Import, Tidy, Transform, Visualize, and Model Data

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

Hadley Wickham, Garrett Grolemund

Cover of R for Data Science: Import, Tidy, Transform, Visualize, and Model Data

DataCamp

ModernMind Publications • Generative AI for Beginners Made Easy: Master Artificial Intelligence and Machine Learning Fundamentals, Learn Creative AI, and Enhance Your Skills With Interactive Real-World Exercises

Designing Great Data Products

Cover of Designing Great Data Products

In brief, when your data is tidy, each column is a variable, and each row is an observation.

Hadley Wickham • R for Data Science: Import, Tidy, Transform, Visualize, and Model Data

Designing Data Visualizations: Representing Informational Relationships

Cover of Designing Data Visualizations: Representing Informational Relationships

nonnegotiable.

DJ Patil • Ethics and Data Science

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

Andrew Heiss andrewheiss.com

$Thumbnail of Visualizing {dplyr}’s mutate(), summarize(), group_by(), and ungroup() with animations | Andrew Heiss$