Explore a variety of R tutorials categorized by specific tasks, topics, or packages, many of which include video guides.
Enhance Your R Programming Skills with Targeted Tutorials
Are you currently learning R programming or looking to expand your knowledge? Whether you’re new to R or an experienced user aiming to improve your skills, our “Do More With R” tutorials can help you tackle a wide range of tasks. From visualizations to data wrangling, our tutorials cover various essential R topics, many of which are presented in video formats under 10 minutes, making them easy to follow and fit into a busy schedule.
Search Tutorials by Task, Topic, or Package
To make learning even easier, our tutorials are organized into a searchable table by task, general topic, and specific R packages. Whether you’re working on big data projects, collaborating with teams, or mastering visualization techniques, there’s a tutorial to guide you. The available categories include key topics like big data, data visualization (dataviz), data analysis, data wrangling, and even specific software like RStudio and Visual Studio Code (vscode).
Data Visualization with ggplot and More
One of R’s most powerful features is its ability to create rich data visualizations, and we have plenty of tutorials to help you make the most of it. Whether you need static plots, interactive graphs, or even animations, you can find tutorials that suit your needs. Search for terms like “ggplot,” “dataviz,” or “color” to discover tutorials like adding color to ggplot2 visualizations with the ggtext package, creating interactive graphics with ggiraph, and using built-in R colors or external palettes.
Geospatial Analysis with GIS Tools
For users working with geospatial data, we offer several GIS-related tutorials. Learn how to visualize maps and geospatial data quickly with packages like mapview. One popular tutorial, “Astonishingly Easy Mapping with the mapview Package,” will guide you through creating maps with just a few lines of R code, making GIS work more accessible than ever.
Boost Your Microsoft Office Skills with R
R isn’t just for data scientists—it can be a powerful tool for Microsoft Office users too. If you want to integrate R into your workflow with Office tools like PowerPoint, Outlook, or Word, we have tutorials that can help. Learn how to generate PowerPoint slides directly from R, send Outlook emails with R scripts, or create Word documents from R or Python using the Quarto package.
Master Data Wrangling Techniques
Data wrangling is a critical skill for any data scientist, and R offers multiple ways to manipulate and clean data. In our tutorials, you’ll learn how to merge data using three different methods: base R, dplyr, and data.table. You’ll also discover how to pivot data into different shapes and never forget key syntax again. For those who use the tidyverse, we have plenty of content on tidyr and dplyr to help improve your data manipulation skills. Additionally, our data.table tutorials, like the “Ultimate R data.table Cheat Sheet,” are perfect for those looking to boost performance during data analysis