Day 1. September 20th (Thursday) | Module | Topics | Material |
---|---|---|---|
9:00 - 10:00 | R, RStudio |
- Installation - Package management - Seeking help |
Presentation |
10:15 - 12:00 | Data |
- Data types: vectors, matrices, lists, factors, dataframes - Reading data into R - Subsetting data |
Presentation |
12:00 - 12:45 | Lunch break | ||
12:45 - 13:45 | Control Flow | Conditions and Loops | Presentation |
13:45 -16:30 | Manipulating Dataframes |
- dplyr: select(), filter(), gather(), group_by(), summarize(), mutate() - tidyr: gather(), spread() - Strings: finding patterns in text - Pipes |
Day 2. September 21st (Friday) | Module | Topics | Material |
---|---|---|---|
9:00 - 12:00 | Visualization: Creating Plots (Part I) |
- ggplot2 - Interactive Plots with Plotly |
- Dataset |
12:00 - 12:45 | Lunch break | ||
12:45 - 14:15 | Producing Data Analysis Reports | R Markdown | Presentation |
14:30 - 15:30 | Visualization: Creating Plots (Part II) | Heatmaps |
- Slides - Data 2 |
15:30 - | Questions, Feedback, Participants' Data |