Teaching material

Holger Döring — code snippets mainly from teaching at the University of Bremen until 2021

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Learning R

Tidyverse-R first

• Core references

  • OpenIntro Labs in Tidyverse-R — [ Beginners (download) ]
  • Computing for the Social Sciences — [ Beginners ]
  • Wickham, Hadley, Mine Çetinkaya-Rundel and Garrett Grolemund. 2022. R for Data Science. 2nd ed. Sebastopol, CA: O’Reilly Media. — [ Intermediate ]
  • Wilke, Claus. 2019. Fundamentals of Data Visualization. Sebastopol, CA: O’Reilly Media.

• More references

  • Healy, Kieran. 2018. Data Visualization: A Practical Introduction. Princeton, NJ: Princeton University Press.
  • Chang, Winston. 2019. R Graphics Cookbook: Practical Recipes for Visualizing Data. Sebastopol, CA: O’Reilly Media.
  • Tidyverse Skills for Data Science
  • Statistical Inference via Data Science: A moderndive into R and the tidyverse
  • Wickham, Hadley. 2019. Advanced R. 2nd ed. Boca Raton, FL: Chapman and Hall/CRC.
  • Quantitative Politics with R — [ Beginners ]

• Data — A dataset with political datasets

Getting help

• RStudio Cheat Sheets
• Stackoverflow
• Keyboard Shortcuts · Win // Mac
  • attempt completion — Tab
  • run current line/selection (script window) — Ctrl+Enter // Command+Enter
  • insert pipe operator — Ctrl+Shift+M // Cmd+Shift+M

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Party family quiz

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Maps turnout (2019)

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Parteien in Deutschland (2018)