Data Analysis with R

We setup R and RStudio and establish the foundation for writting and organizing R programs. 

• 9 Videos
• 1 Quiz
• 1 Practice

We present R data structures and demonstrate their use in data manipulation.

• 14 Videos
• 1 Quiz
• 1 Practice

We present best practices for setting up and using projects in RStudio for reproducible analysis. We also introduce Git, a version control system built into RStudio.

• 5 Videos
• 1 Quiz
• 1 Practice

We present and use tibble, a data structure similar to data frames but with some improvement.

• 2 Videos
• 1 Quiz
• 1 Practice

We present and demonstrate data manipulation with dplyr package.

• 10 Videos
• 1 Quiz
• 1 Practice

We present and demonstrate ggplot2, R graphics system for publication-ready static data visualization that is based on the grammer of graphics.

• 6 Videos
• 1 Quiz
• 1 Practice

We demonstrate tools in tydyr, a package for tyding messy data, for working with variety of wide and long data formats.

• 1 Videos
• 1 Quiz
• 1 Practice