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Topics

  • Reading and writing tabular data in plain-text files (CSV, TSV, etc.)
  • Pipe operators (%>% and others)
  • Linear Models (Regression)
  • ggplot2
  • tidyverse
  • spatial analysis
  • Reproducible R
  • .Rprofile
  • dplyr
  • Creating reports with RMarkdown
  • I/O for geographic data (shapefiles, etc.)
  • I/O for R's binary format
  • Writing functions in R
  • Color schemes for graphics
  • Using texreg to export models in a paper-ready way
  • Data acquisition

Examples

  • Rds and RData (Rda) files
  • Import and Export Shapefiles
  • Displaying multiple plots
  • Importing a shape file (.shp)
  • dplyr's single table verbs
  • Named functions
  • Anonymous functions
  • Assignment with %<>%
  • Data reproducibility
  • Package reproducibility
  • .Rprofile - the first chunk of code executed
  • Printing linear regression results
  • Basic R-markdown document structure
  • tidyverse: an overview
  • RStudio code snippets
  • viridis - print and colorblind friendly palettes
  • RColorBrewer
  • A handy function to glimse a vector of colors
  • colorspace - click&drag interface for colors
  • basic R color functions
  • Built-in datasets
  • Datasets within packages
  • Packages to access open databases
  • Packages to access restricted data

ikashnitsky

StackOverflow Profile

profile for ikashnitsky at Stack Overflow, Q&A for professional and enthusiast programmers



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