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Carpentries Incubator Alpha This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.

Carpentries Incubator
City Nature Challenge, Los Angeles: Coding Workshop
  • City Nature Challenge, Los Angeles: Coding Workshop
  • Key Points
  • Glossary
  • Learner Profiles
    • Reference
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City Nature Challenge, Los Angeles: Coding Workshop
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Summary and Setup
1. Intro to Data Analysis
2. Introduction to R and RStudio
3. Exploring and understanding data
4. Working with data
5. Data visualization with ggplot2
6. Creating maps

  • Key Points
  • Glossary
  • Learner Profiles
  • Reference

See all in one page

Intro to Data AnalysisiNaturalist dataInstructions to download iNaturalist dataAnalyzing dataExample of analyzing iNaturalist data using R


Introduction to R and RStudioGetting set up in RStudio


Exploring and understanding data


Working with data


Data visualization with ggplot2


Creating maps



This lesson is subject to the Code of Conduct

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Materials licensed under CC-BY 4.0 by the authors

Template licensed under CC-BY 4.0 by The Carpentries

Built with sandpaper (0.16.4), pegboard (0.7.5), and varnish (1.0.2)


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