• How I Use R
  • 1 Introduction
  • 2 Setting Myself up for Success
    • 2.1 Software
      • 2.1.1 Why I Don’t Work Just in R
      • 2.1.2 Why I Use RStudo, not something like R Commander
      • 2.1.3 RStudio Options
    • 2.2 Code Style
      • 2.2.1 Examples of other style guides
      • 2.2.2 My style preferences
    • 2.3 Working with Files
      • 2.3.1 Directory organization
    • 2.4 Packages
      • 2.4.1 Where do I find packages?
      • 2.4.2 How do I evaluate packages?
      • 2.4.3 Why I Use the Tidyverse
    • 2.5 Workflow
      • 2.5.1 When to use .R vs .Rmd
      • 2.5.2 Load all data at top
      • 2.5.3 Add sections in R scripts to enable TOC
    • 2.6 Git/GitHub
      • 2.6.1 As compared to Google Drive, Dropbox, etc.
  • 3 Working with Data
    • 3.1 Importing Data
      • 3.1.1 Why to use read_csv not read.csv
      • 3.1.2 clean_names() function
      • 3.1.3 Variable and value labels
      • 3.1.4 Examining Data
    • 3.2 Data Wrangling and Analysis
    • 3.3 General Practices
  • 4 Reporting Results with RMarkdown
    • 4.1 General Practices
      • 4.1.1 Naming Code Chunks
      • 4.1.2 Use TOC
      • 4.1.3 YAML
      • 4.1.4 Parameterized reports
      • 4.1.5 Misc
      • 4.1.6 Tables
    • 4.2 What Format I Knit To When
      • 4.2.1 Word
      • 4.2.2 PDF
      • 4.2.3 HTML
  • 5 Visualizing Data
    • 5.1 Themes
    • 5.2 Using Fonts in Plots
    • 5.3 ggplot extensions
    • 5.4 Formatting numbers etc
    • 5.5 Mapping
      • 5.5.1 General packages
      • 5.5.2 Geocoding
      • 5.5.3 Tables
  • 6 What I Do When Things Go Wrong (and They Always Do)
    • 6.1 Guides to getting help in R
  • 7 Read More
  • R for the Rest of Us

How I Use R

7 Read More

  • https://whattheyforgot.org/