Resources

Global help resources

• Base R Cheat Sheet
• Owning Outlines in RStudio
• ArcMap review: Making a map and adding map elements

Workflow resources

• Why Excel spreadsheets are bad for business: Data errors and solutions
• Top voted answer to the question ‘Do data scientists use Excel?’
• Excel vs. R: A brief introduction to R
• Reasons you should stop using Excel for financial data analysis
• Why use R? Five reasons
• Challenges of teaching spatial analysis with Python: The case for R
• European Spreadsheet Risk Interest Group horror stories
• I Will Fucking Dropkick You If You Use That Spreadsheet

US Census API examples

• Comparing population densities in states with and without urban growth boundaries
• Spatial data in tidycensus
• Analyzing US Census Data: Methods, Maps, and Models in R

ggplot2 extensions

• Flametree
• Creating graphs with ggformula
• ggridges

Distributions

• Areas under the normal distribution online resource

z-tests and t-tests

• z-table
• t-table