NPFL112

teaching materials to the NPFL112 course (R for humanities students). The materials come as revealjs presentations with very extensive speaker's notes. To see the notes, press s when viewing.

Introduction

https://ufal.github.io/NPFL112/01_Introduction.html

How to RStudio

https://ufal.github.io/NPFL112/02_HowToRStudio.html

https://ufal.github.io/NPFL112/03_RStudioFileManagement.html

https://ufal.github.io/NPFL112/04_NavigatingRStudioForProgramming.html

Variables and Functions (more about functions later)

https://ufal.github.io/NPFL112/05_VariablesFunctions.html

Working Directory

https://ufal.github.io/NPFL112/06_WorkingDirectory.html

Exploring dataframes

https://ufal.github.io/NPFL112/07_Exploring_dataframes.html

dplyr

https://ufal.github.io/NPFL112/09_Aggregations_with_dplyr.html08_DiversePlots.html

https://ufal.github.io/NPFL112/11_Computations_mutate_with_dplyr.html

https://ufal.github.io/NPFL112/12_JoiningDplyr.html

Write your own functions

https://ufal.github.io/NPFL112/16_functions.html

Linear Regression

https://ufal.github.io/NPFL112/18_LinearRegression.html

tidyr: separating and uniting column values, pivoting

https://ufal.github.io/NPFL112/15_tidyr_stringr.html

JSON data from an API: Convert to data frame and process with tidyr

https://ufal.github.io/NPFL112/17_from_json.html