Experimental Psychologist | Cognition & Behavior Researcher
Resources
I enjoy foraging the web for free and reliable research resources.
Because sharing is caring, here you will find a running list of my favorite resources on R, the programming language I use for statistics and visualization. I am also passionate about user experience research, so you will also find some resources on this topic.
Don't hesitate to contact me if you know other resources!
R (and RStudio)
General
My intro to R workshop (in French)
Getting started with R and RStudio
R for Non-Programmers: A Guide for Social Scientists
R Markdown: The Definite Guide
YarRrr! The Pirate's Guide to R
Project-oriented workflow in R
Data wrangling, exploration and analysis with R
Supervised machine learning tutorial in R
Linguistic Data Analysis
My personal bible on the topic (I learned R with the author!):
Iterated learning data analysis
Supervised machine learning for text mining in R
Data Visualization
Getting started with data visualization in R using ggplot2
My awesome former labmate's ggplot2 tutorial
A ggplot2 Tutorial for Beautiful Plotting in R
Beautiful plotting in R: a ggplot2 cheatsheet
Open Science
Introduction to Open Data Science
Connect Git, GitHub, and RStudio
Open Science Framework: A Hands-On Tutorial
Interfacing RStudio with ChatGPT
ChatGPT coding assistant for RStudio
Other Cool Research Tools
User Experience Research
***in construction***
Testing methods
The Norman Nielsen group's Usability Testing 101
Writing effective Usability Testing Tasks
Conducting quantitative usability testing
Data analysis
Using R for quantitative UX research
Tips to conduct cluster analysis in R (relevant for user segmentation!)
Calculating Confidence Intervals in R
Analyzing card sorting data in R
Analyzing qualitative user data