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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

install.packages("tidyverse")

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

Statistics for Absolute Beginners (Second Edition) (AI, Data Science, Python & Statistics for Beginners)

Oliver Theobald

Cover of Statistics for Absolute Beginners (Second Edition) (AI, Data Science, Python & Statistics for Beginners)