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R-Learning for the HMI3 Research Group

Welcome to the R-Learning repository for the HMI3 Research Group. Here you will find step by step scripts as we navigate through R.

To Start

You will need two things to begin:

  1. R (https://www.r-project.org/)
  2. RStudio (https://rstudio.com/products/rstudio/download/)

You can install the latest versions on your computer.

At a later point, we will discuss running code on the Northwestern Quest nodes.

The Lessons

Lesson 1

Here we will go very slow and learn about the R Studio environment.

  • Tour of the environment
  • Examine the directory and file explorer
  • Load some data from a file and the web
  • Plot some data

Lesson 2

  • Review Lesson 1 key points
  • Look at Lesson 1 in markdown language
  • Explore data.frames
  • Subset and filter data
  • Examine piping
  • Perform basic data frame summarization

Lesson 3

  • Reshape data frames

Lesson 4

  • Plotting data

Lesson 5 (to come)

  • Examine factors
  • Look at functions

Launch it on Binder:

Binder

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