Data Challenge Lab
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Wrangle
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1
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Data basics
Visualisation basics (1)
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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