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Communicating your findings effectively and reproducibly using charts produced with R and ggplot2

Introductory class in data visualization with R and ggplot2 taught at the Lamar Soutter Library by Tess Grynoch. Class scheduled for 60 minutes.

In this repository you'll find:

  • index.html: The main class page which contains the notes and code used in the class.
  • DataVizRggplot2.Rmd: R Markdown version of the main class page
  • Nature_PhDSurvey_clean.R: The R script used to clean the original data used in the class
  • Data folder:
    • DataDictionaryChanges.xlsx: original data dictionary with notes about variable name changes performed during the cleaning
    • Nature_PhD survey_Anon_v1.xlsx: Original annonymized Nature PhD survey data create by Nature used under CC-BY 4.0 license
    • Nature_PhDsurvey_Anon_v2.csv: Simplified and cleaned Nature PhD survey data used in the class
  • Charts folder:
    • HomePhDPlot.png: Expected final plot from class
  • Images folder:
    • visualchannels.jpeg: Visual channels diagram embedded on the main class page. Created by Sean I. O'Donogue et al. and is used under a CC-BY 4.0 license

All materials created by Tess are licensed CC-BY 4.0 .

Last taught May 15, 2024.

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Introductory class in data visualization with R and ggplot2

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