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Albert Rapp
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Series

ggplot2 Series

This series contains a great deal of tips, tricks and packages that you can use to level up your ggplot game.

Web Development for R

This series is about all the web development tools and techniques that you can use to enhance your R projects.

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All blog posts

File Management With The {fs} Package

We go through common file system operations using the {fs} package

Mar 30, 2025
3 min

The difference between = and <- finally explained

Let’s figure out what the difference between R’s assignment operators is.

Mar 16, 2025
3 min

data.table vs dplyr: A Side-by-Side Comparison

We go through common data cleaning operations with both dplyr and data.table.

Mar 9, 2025
11 min

5 Levels of Data Wrangling Every R User Must Master

We progress from simple to highly advanced {dplyr} techniques.

Feb 16, 2025
8 min

Sending e-mails with {blastula}

We send out mails from within R using the {blastula} package.

Jan 19, 2025
3 min

Comparing pipes: Base-R |> vs {magrittr} %>%

We compare the R native pipe and the {magrittr} pipe.

Jan 12, 2025
4 min

Getting started with SQL with R

In this blog post, I show you how to work with databases in R

Oct 5, 2024
9 min

Creating fancy interactive tables using Internet data with rvest and reactable

In this blog post, I show you how to web-scrape data from the Internet using {rvest} and then I’ll show you how to create an elaborate table with {reactable}

Sep 1, 2024
55 min

Creating interactive tables with reactable

Today I’m showing you how to create a nice interactive tables with the reactable package

Aug 18, 2024
16 min

An R User’s Guide to Other Programming Languages

This blog post is a collection of resources that I find helpful for learning other programming languages from the perspective of someone who comes from the R world. Some of these resources are mine. Some are blog posts that I found online.

Aug 13, 2024
4 min

Calendar Plots With ggplot2

Today I’m showing you ggplot techniques to create calendar plots in no time.

Aug 4, 2024
12 min

Text Styling With ggplot2

Today I’m showing you ggplot techniques that give you full control over your texts. This includes dynamic text colors (depending on the background) and customizations using the brand-new marquee package.

Jul 21, 2024
9 min

Quick dataViz techniques for nicer line charts with ggplot

Today I’m showing you a couple of quick ggplot techniques that you can apply to quickly make your line charts nicer

Jul 7, 2024
10 min

How to avoid empty line charts

Today we’re finding out what goes wrong then ggplot can plot the lines that we want to plot.

Jun 30, 2024
12 min

Master Data Cleaning & Get To Insights Faster

This blog post announces my data cleaning Master Class

Jun 18, 2024
3 min

The 6 Most Fundamental Functions for Data Cleaning with R

In this blog post, I’m explaing the most fundamental building blocks for data cleaning in the Tidyverse.

Jun 16, 2024
9 min

Why you shouldn’t use boxplots

In this blog post, I explain why it’s not a great idea to rely too heavily on box plots.

Jun 9, 2024
17 min

RStudio Shortcuts and Settings

I often get asked about RStudio settings. So that’s why I’ve decided to share my settings and all of my favorite RStudio tricks.

Jun 2, 2024
3 min

Easy data cleaning with the janitor package

I demonstrate a couple of functions from the janitor package I find quite useful

May 26, 2024
7 min

How to create interactive country maps with R.

Visualization

In this blog post, I show you how to create interactive maps with ggplot.

May 19, 2024
10 min

Create engaging tables with R or Python using {gt}

This blog post is two posts in one. I’m showing you how to create engaging tables with R and Python through a unified interface.

Apr 28, 2024
25 min

WebDev4R: Understanding Quarto Notation

WebDev

The Quarto syntax can be confusing. Until you realize that it just mimics HTML & CSS.

Apr 11, 2024
4 min

Three Ways to Include Images in Your ggplots

Visualization

In this blog post, I show you three ways to include image files into your ggplot2 plots

Apr 7, 2024
8 min

WebDev4R: CSS Grid

WebDev

There are two major systems in CSS for aligning things. These are flexbox and grid. Both of them are really useful to know. In this blog post, I’ll show you how grid works.

Apr 4, 2024
11 min

Creating upset charts with ggplot2

Visualization

In this blog post, I show you how to create upset charts with ggplot2

Mar 24, 2024
11 min
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