Data Challenge Lab Home

	Explore	Wrangle	Visualize	Model	Program	Communicate	Workflow
1							Setup
							Documentation
						Code style
		Tidy data
	Data basics
			Visualization basics
		Manipulation basics
						R Markdown basics
2			Discrete-continuous relationships
		Basic pivoting
		Other single-table verbs
					Data structure basics
	Exploratory data analysis (1D)
			General strategy
			ggplot2 calls
						Getting help
3		Essentials of relational data
			Scales
		tidycensus
					Function basics
		String basics
		Parsing basics
		Factor basics
4					purrr basics
	Exploratory data analysis (2D)
		Scoped verb basics
		Scripts
		Advanced pivoting
			Distributions
					Tidy evaluation
							Project workflow
5		Date/time basics
					Vector functions
					purrr in mutate
		Spatial basics
			Continuous-continuous relationships
6					Predicate functions
		Scoped verbs with predicates
					List-columns
		Regular expressions
			Time series
		Census Bureau APIs
7					purrr map with multiple inputs
		Time spans
		rvest
				Model basics
			Spatial visualization
8		Parsing details
				Model EDA
		String details
9					Other purrr functions
						R Markdown presentations
				Model fitting
10							R Markdown workflow
			ggplot2 extensions
		Google sheets
		dplyr and databases
							Learning more