Data Challenge Lab Home

	Explore	Wrangle	Visualize	Model	Program	Communicate	Workflow
1							Setup
						Code style
							Documentation
	Data basics
			Visualization basics
		Manipulation basics
						R Markdown basics
2			Discrete-continuous relationships
		Other single table verbs
						Getting help
					Data structure basics
	Exploratory data analysis (1D)
		Tidy data
			General strategy
			ggplot2 calls
3		Essentials of relational data
			Scales
		Parsing basics
		Spreading and gathering
					Function basics
4					Anonymous functions
					purrr basics
	Exploratory data analysis (2D)
		String basics
			Distributions
		Scoped verb basics
5					Vector functions
		Date/time basics
					purrr inside mutate
				Model basics
			Continuous-continuous relationships
		Missing values
6		Regular expressions
		Spatial basics
					List-columns
			Time series
		Factor basics
				Fitting and visualizing models
7					Predicate functions
		Scoped verbs with predicates
		Time spans
				Models with multiple variables
					purrr map with multiple inputs
8					Tidy evaluation
		Separate and unite
			Spatial visualization
		String details
				Many models
		Parsing details
9				Model evaluation
					Other purrr functions
10						R Markdown presentations
							R Markdown workflow
			ggplot2 extensions
		dplyr and databases
		Google sheets
							Learning more