Class meetings
Grammar of graphics I
Use the grammar of graphics to organize plot creation
Functions
Create your own functions to work with data
Factors
Work with categorical variables (factors)
Matching patterns
Match patterns in character strings
Merging rows
Merge rows with filtering joins
Separating data
Separate or unite values in columns
Filtering rows
Remove rows based on data values
Mutating columns
Change and create data in columns
Validating data
Tools for ensuring your data are valid
Importing data
Import and export data from different sources
Data structures
Create, modify, and subset vectors, lists, and data frames
Data types
Create and convert numerics, character strings, logicals, factors, and dates.
Literate programming
Combining text, data, and code in R Markdown
Workflows
Access file systems with paths and set working directories with RStudio Projects
Working in RStudio
Introduction to RStudio Integrated Development Environment
Course introduction
Introduction to Data Processing and Visualization in R