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It is said that 80% of data analysis is spent on the process of cleaning and preparing the data for exploration, visualization, and analysis. This R workshop will introduce the dplyr and tidyr packages to make data wrangling and manipulation easier. Participants will learn how to use these packages to subset and reshape data sets, do calculations across groups of data, clean data, and other useful tasks.
Prerequisites: D-Lab’s R Fundamentals or equivalent knowledge; previous experience with base R is assumed.
Workshop Materials: https://github.com/dlab-berkeley/R-wrang
Software Requirements:Installation Instructions for R and RStudio