Data Challenge Lab Home

Explore Wrangle Program Model Communicate Workflow
1 Setup
Code style
Documentation
Data basics
Visualisation basics (1)
Manipulation basics
R Markdown basics
2 Visualisation basics (2)
Labels
Data structure basics
Other single table verbs
Exploratory data analysis (1D)
Getting help
Tidy data
ggplot2 calls
3 Parsing basics
Function basics
Scales
Essentials of relational data
Spreading and gathering
Perception
4 String basics
Iteration basics
Positioning
Missing values
Date/time basics
Exploratory data analysis (2D)
5 Scoped verbs
Factor basics
Advanced scales
Lists
Model basics
6 Regular expressions
Spatial basics
Vector functions
ggplot2 themes
Fitting and visualizing models
Parsing details
7 Time spans
Annotations
R Markdown workflow
Models with multiple variables
Purrr map variants
8 List columns
Many models
Separate and unite
Spatial visualisation
String basics
9 Tidy evaluation
Window functions
Model evaluation
Data rectangling
10 R Markdown presentations
dplyr and databases
ggplot2 extensions
Google sheets
Learning more