ISDS Introduction to R Workshop Outline
Jarad Niemi
2017-01-19
International Society for Disease Surveillance
Introduction to R
Pre-conference Workshop
Introduction to R
Introduction to R
Using R as a calculator
Reading data into R
Reading directly from Excel
Descriptive statistics
Subsetting the data
Graphical statistics
Getting help
Data Visualization I (ggplot2)
Data types
Data frames
Factors
Dates
Reshaping data frames in R
Aggregating data frames in R
Basics of ggplot2
Customizing (colors, characters, lines)
Getting help on ggplot2
Data Visualization II (ggplot2)
Workflow
Workflow for constructing a graph
Faceting
Subsetting
Making professional graphics
Exporting graphs
Intermediate R
Exporting tables
Maps
Packages
Packages for Surveillance
Functions
R in batch
Shiny apps