R Tutorial for Educational Data Users
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README
README.md
RsetupforBootcamp.html
TODO.txt
Tutorial0_Overview.Rmd
Tutorial0_Overview.html
Tutorial1_Intro.Rmd
Tutorial1_Intro.html
Tutorial2_DataImport.Rmd
Tutorial2_DataImport.html
Tutorial3_DataSort.Rmd
Tutorial3_DataSort.html
Tutorial4_CleaningData.Rmd
Tutorial4_CleaningData.html
Tutorial5_BasicAnalytics.Rmd
Tutorial5_BasicAnalytics.html
Tutorial6_Visualization.Rmd
Tutorial6_Visualization.html
Tutorial7_ExportingWork.Rmd
Tutorial7_ExportingWork.html
Tutorial8_AdvancedTopics.Rmd
Tutorial8_AdvancedTopics.html
Tutorial9_WritingFunctions.Rmd
TutorialXX_IntroToProgramming.Rmd
TutorialXX_IntroToProgramming.html
TutorialX_Probability.Rmd
TutorialX_Probability.html
TutorialX_StatisticsRefresher.Rmd
TutorialX_StatisticsRefresher.html
ggplot2themes.R
r_tutorial_ed.Rproj
rsetup.Rmd
setup_r_for_tutorial.R
slidesMake.R

README.md

R Tutorial

These are the materials used for internal R training at the Wisconsin Department of Public Instruction.

The bootcamp is intended to help non-R users in education policy/research get up to speed on how to use R to do their work, share their results, and collaborate on projects with each other across district and state lines. The topics covered include:

  • Setting Up R
  • Introduction to R
  • Getting Data In
  • Sorting and Reshaping Data
  • Cleaning Education Data
  • Regression and Basic Analytics in R
  • Visualizing Data
  • Exporting Your Work
  • Advanced Topics
  • A Statistics Refresher (beta)
  • Programming Principles (for beginning R useRs)

Future enhancements include a more in-depth data visualization tutorial, how to build presentations and reproducible research, and speaker notes!