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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!

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