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awesome-r-learning-resources

A curated collection of free resources to help deepen your understanding of the R programming language. Updated regularly. Contributions encouraged via pull request (see contributing.md).

chartmusicdata

Holds data from chart2000.com and tsort.info about chart success of songs and albums

data-import-export

Functions, packages, tricks for data import and export

data.table_dplyr_dtplyr

Benchmarking data.table vs. dplyr and dtplyr

datatable

dataviz_ideas

Techniques, package recommendations and tricks for data visualization, mostly using ggplot2, and extension packages

datenaufbereitg_visualisierg

Tools und Tricks zur Datenaufbereitung

dezimcol

DeZIM Farbskalen für ggplot2

exploring-plotly

Exploring plotly functionality, e. g. how crosstalk enhances plotly

financial_comp_v2

financial_compensation_v1

functional-programming

Tricks, tools, techniques for functional programming in R

gapminder-trelliscope

Gapminder-Daten visualisieren mit ggplot2, plotly und trelliscopejs

laenderfinanzen

Länderfinanzausgleich in Germany, animated using gganimate and ggplot2

magicnumbers

Explore set.seed() to Create Random Texts

meetups

meinecol

Benutzerdefinierte Farbskalen für ggplot2

meinerstespaketr

What the Package Does (Title Case)

omnitrend

Small package for automated reporting (presentation example)

parallelization

How to run R code in parallel

purrr

A functional programming toolkit for R

shinyapps

A collection of shiny apps - my own playground for experimentation and learning

spurious_hidden_corr

How to detect spurious and hidden correlations in R using linear models

statistics-using-r

Statistics Using R

textanalysis

Coding open text answers using stringr, regex, and tidystringdist

tsortmusicr

Functions to work with data from https://tsort.info/ - The World's Music Charts

unique

Speeding up unique()

visualizing-regression

Visualizing Regression models in R (ggplot2), including interaction effects and 3D (plotly).

what-can-go-wrong-in-r