| Week 1 |
Introduction: R and R Markdown |
- Course intro & syllabus |
Introduction to R |
RMarkdown
|
| Week 2 |
Introduction: git, Github, and ggplot2 |
- git and github |
graphics in ggplot2 |
more graphics |
code from video
|
| Week 3 |
Elements of the data pipeline: Filters, selectors and aggregation |
- logical expressions |
filtering, selections and aggregations |
code from video
|
| Week 4 |
Elements of the data pipeline: Pulling data, summarising and communicating |
- example: happiness |
factor variables |
code from video
|
| Week 5 |
Tidying data |
- long and wide data |
data cleaning |
code from video
|
| Week 6 |
Time, Date and Space |
- dates and times |
time series |
layers in ggplot2 |
excursion: data joins |
maps |
code from video
|
| Week 7 |
Web Scraping and Polishing plots |
- web scraping |
CSS and write functions for scraping |
polishing plots |
code from video
|