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
		Spreading and gathering
		Parsing basics
		String basics
					Function basics
			Scales
4					purrr basics
	Exploratory data analysis (2D)
		Missing values
			Distributions
		Scoped verb basics
5		Date/time basics
					Vector functions
					purrr in mutate
		Spatial basics
			Continuous-continuous relationships
				Model basics
6					List-columns
					Predicate functions
		Scoped verbs with predicates
		Regular expressions
			Time series
		Factor basics
				Fitting and visualizing models
7		Time spans
		String details
			Spatial visualization
				Models with multiple variables
					purrr map with multiple inputs
8				Many models
		Separate and unite
		Parsing details
					Tidy evaluation
9				Model evaluation
					Other purrr functions
10							R Markdown workflow
						R Markdown presentations
		Google sheets
			ggplot2 extensions
		dplyr and databases
							Learning more