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High quality tutorials on all the data things with R and web technologies like HTML, CSS and JS. 

I also break down my content into bite-sized, weekly 3-minute newsletters. You can get them delivered straight to your inbox. Just follow this link below.

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Joined July 17, 2008
386,570 total views

Popular videos

Why R Users Will Love Positron (and how to set it up for success)
14:23
Why R Users Will Love Positron (and how to set it up for success)

17,000 views

1 year ago

Quarto & Typst Are Fantastic for High-Quality PDF Reports
13:03
Quarto & Typst Are Fantastic for High-Quality PDF Reports

15,000 views

1 year ago

How to style your Quarto docs without knowing HTML & CSS
7:22
How to style your Quarto docs without knowing HTML & CSS

9,600 views

3 years ago

Beautiful Charts with R & ggplot2 (Step-By-Step Tutorial for Beginners)
45:52
Beautiful Charts with R & ggplot2 (Step-By-Step Tutorial for Beginners)

9,500 views

2 years ago

How To Create Interactive Maps with R | Step-By-Step Tutorial
21:26
How To Create Interactive Maps with R | Step-By-Step Tutorial

9,400 views

2 years ago

How to Get Data From APIs with R & {httr2} | Ultimate Step-By-Step Tutorial
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How to Get Data From APIs with R & {httr2} | Ultimate Step-By-Step Tutorial

7,800 views

2 years ago

Shiny Modules in 100 Seconds
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Shiny Modules in 100 Seconds

6,400 views

3 years ago

Write R Code Faster With These RStudio Shortcuts and Settings | Step-By-Step Tutorial
12:11
Write R Code Faster With These RStudio Shortcuts and Settings | Step-By-Step Tutorial

6,200 views

2 years ago

Use ChatGPT, Mistral and ollama for Text Processing in R | Step-By-Step Tutorial
20:54
Use ChatGPT, Mistral and ollama for Text Processing in R | Step-By-Step Tutorial

5,600 views

2 years ago

How to Clean Up Messy Excel files in R | 7 Easy Strategies
7:45
How to Clean Up Messy Excel files in R | 7 Easy Strategies

5,400 views

3 years ago

Use These Data Cleaning Helpers for R from the janitor package
17:15
Use These Data Cleaning Helpers for R from the janitor package

5,300 views

2 years ago

Build Interactive Apps in Minutes (Not Days) Using Quarto & Shiny
19:28
Build Interactive Apps in Minutes (Not Days) Using Quarto & Shiny

5,300 views

1 year ago

R & Microsoft Office

Albert Rapp
How To Create Data-Driven Slide Decks With R & {officer}
19:03
How To Create Data-Driven Slide Decks With R & {officer}

2,000 views

1 year ago

Albert Rapp
How to Fill Word Files With Data Using R & officer | Step-by-Step Tutorial
26:30
How to Fill Word Files With Data Using R & officer | Step-by-Step Tutorial

2,300 views

1 year ago

Albert Rapp
Use These Data Cleaning Helpers for R from the janitor package
17:15
Use These Data Cleaning Helpers for R from the janitor package

5,300 views

2 years ago

Albert Rapp
How to Clean Up Messy Excel files in R | 7 Easy Strategies
7:45
How to Clean Up Messy Excel files in R | 7 Easy Strategies

5,400 views

3 years ago

Generative AI With R

Albert Rapp
AI Data Science with R: Analyze data.frames with the {mall} package
9:28
AI Data Science with R: Analyze data.frames with the {mall} package

3,500 views

1 year ago

Albert Rapp
Use ChatGPT, Mistral and ollama for Text Processing in R | Step-By-Step Tutorial
20:54
Use ChatGPT, Mistral and ollama for Text Processing in R | Step-By-Step Tutorial

5,600 views

2 years ago

Albert Rapp
Summarize PDF Docs & Extract Information with AI & R | Step-By-Step Tutorial
24:46
Summarize PDF Docs & Extract Information with AI & R | Step-By-Step Tutorial

2,900 views

2 years ago

Albert Rapp
How to Get Data From APIs with R & {httr2} | Ultimate Step-By-Step Tutorial
45:31
How to Get Data From APIs with R & {httr2} | Ultimate Step-By-Step Tutorial

7,800 views

2 years ago

Albert Rapp
Master Multiple AI APIs With R And The {ellmer} Package
11:22
Master Multiple AI APIs With R And The {ellmer} Package

2,800 views

1 year ago

Albert Rapp
How to Enhance R Functions With AI Using {ellmer}
11:25
How to Enhance R Functions With AI Using {ellmer}

2,400 views

1 year ago

Albert Rapp
How To Turn Messy PDFs Into Clean Data Frames With R & {ellmer}!
11:16
How To Turn Messy PDFs Into Clean Data Frames With R & {ellmer}!

2,600 views

1 year ago

Data Cleaning With R

Albert Rapp
Use These 6 Functions For All Data Projects | Step-By-Step Tutorial
18:31
Use These 6 Functions For All Data Projects | Step-By-Step Tutorial

4,300 views

2 years ago

Albert Rapp
Use These Data Cleaning Helpers for R from the janitor package
17:15
Use These Data Cleaning Helpers for R from the janitor package

5,300 views

2 years ago

Albert Rapp
Data Extraction with R & {stringr} | Step-by-Step Tutorial
13:46
Data Extraction with R & {stringr} | Step-by-Step Tutorial

1,900 views

2 years ago

Albert Rapp
How to Clean Up Messy Excel files in R | 7 Easy Strategies
7:45
How to Clean Up Messy Excel files in R | 7 Easy Strategies

5,400 views

3 years ago

Albert Rapp
Data wrangling in a single step with across()
3:45
Data wrangling in a single step with across()

2,000 views

3 years ago

Albert Rapp
5 Levels of Data Cleaning Every R User Must Master (Beginner to Pro in 5 Steps)
8:19
5 Levels of Data Cleaning Every R User Must Master (Beginner to Pro in 5 Steps)

2,100 views

1 year ago

Albert Rapp
Master R Data Cleaning: dplyr vs data.table
18:02
Master R Data Cleaning: dplyr vs data.table

3,100 views

1 year ago

Albert Rapp
{fs} Is The R Package You Didn't Know You Needed
8:29
{fs} Is The R Package You Didn't Know You Needed

2,400 views

1 year ago

Albert Rapp
Every R User Should Know the {purrr} Package
19:48
Every R User Should Know the {purrr} Package

1,400 views

1 month ago

Albert Rapp
Advanced Data Cleaning With R (and the purrr package)
21:05
Advanced Data Cleaning With R (and the purrr package)

956 views

1 month ago

Quarto

Albert Rapp
How to style your Quarto docs without knowing HTML & CSS
7:22
How to style your Quarto docs without knowing HTML & CSS

9,600 views

3 years ago

Albert Rapp
An easy way to style your Quarto docs without knowing HTML & CSS
11:20
An easy way to style your Quarto docs without knowing HTML & CSS

3,900 views

3 years ago

Albert Rapp
How to Create Dashboards with R, Python, OJS or Julia | Step-By-Step Guide
20:44
How to Create Dashboards with R, Python, OJS or Julia | Step-By-Step Guide

3,700 views

2 years ago

Albert Rapp
Translating Quarto to HTML & CSS Notation
6:31
Translating Quarto to HTML & CSS Notation

983 views

2 years ago

Albert Rapp
A GPDR-compliant way to import Google fonts in Quarto
3:42
A GPDR-compliant way to import Google fonts in Quarto

1,200 views

3 years ago

Albert Rapp
Build Interactive Apps in Minutes (Not Days) Using Quarto & Shiny
19:28
Build Interactive Apps in Minutes (Not Days) Using Quarto & Shiny

5,300 views

1 year ago

Albert Rapp
How to Automate Data Reports with Quarto (Beginner's Guide)
10:54
How to Automate Data Reports with Quarto (Beginner's Guide)

4,200 views

1 year ago

Albert Rapp
Quarto & Typst Are Fantastic for High-Quality PDF Reports
13:03
Quarto & Typst Are Fantastic for High-Quality PDF Reports

15,000 views

1 year ago

Albert Rapp
Quarto With Authentication Is Easier Than You Think (with Azure)
22:48
Quarto With Authentication Is Easier Than You Think (with Azure)

945 views

1 year ago

Albert Rapp
The Easiest Way to Export Data From Your R-Shiny Apps
12:03
The Easiest Way to Export Data From Your R-Shiny Apps

1,000 views

1 year ago

Albert Rapp
How to Finally Bring Your Tables into Typst PDFs (using {gt})
18:29
How to Finally Bring Your Tables into Typst PDFs (using {gt})

2,400 views

1 year ago

Chart Types With ggplot2

Albert Rapp
How To Create Interactive Maps with R | Step-By-Step Tutorial
21:26
How To Create Interactive Maps with R | Step-By-Step Tutorial

9,400 views

2 years ago

Albert Rapp
How to Create 5 MUST-KNOW CHARTS with ggplot2 | Step-by-Step Tutorial
25:41
How to Create 5 MUST-KNOW CHARTS with ggplot2 | Step-by-Step Tutorial

2,500 views

2 years ago

Albert Rapp
Use These Techniques to Perfect Your Line Charts | {ggplot2} Step-by-Step Tutorial
26:40
Use These Techniques to Perfect Your Line Charts | {ggplot2} Step-by-Step Tutorial

1,800 views

2 years ago

Albert Rapp
How to Make Any ggplot Interactive With {ggiraph} | Step-By-Step Tutorial
8:34
How to Make Any ggplot Interactive With {ggiraph} | Step-By-Step Tutorial

4,000 views

2 years ago

Albert Rapp
How to Create Diverging Bar Charts With {ggplot2} | Step-by-Step Tutorial
35:40
How to Create Diverging Bar Charts With {ggplot2} | Step-by-Step Tutorial

3,900 views

2 years ago

Albert Rapp
Visualize Patterns With Calendars & ggplot2 | Step-By-Step Tutorial
16:20
Visualize Patterns With Calendars & ggplot2 | Step-By-Step Tutorial

1,200 views

2 years ago

Albert Rapp
A SIMPLE guide to create BUMP CHARTS with ggplot2 & {ggbump}
9:52
A SIMPLE guide to create BUMP CHARTS with ggplot2 & {ggbump}

2,000 views

3 years ago

Albert Rapp
How to Create Dumbbell Plots with R & ggplot2 | A Step-by-Step Tutorial
8:23
How to Create Dumbbell Plots with R & ggplot2 | A Step-by-Step Tutorial

1,700 views

2 years ago

Albert Rapp
How to Create Upset Charts With {ggplot2} | Step-by-Step Tutorial
20:25
How to Create Upset Charts With {ggplot2} | Step-by-Step Tutorial

3,000 views

2 years ago

Albert Rapp
How to Create Correlation Heat Maps With {ggplot2} | Step-by-Step Tutorial
15:19
How to Create Correlation Heat Maps With {ggplot2} | Step-by-Step Tutorial

1,700 views

2 years ago

Albert Rapp
Create Raincloud Plots with ggplot2 and {ggist} | A Step by Step Guide
4:11
Create Raincloud Plots with ggplot2 and {ggist} | A Step by Step Guide

2,200 views

3 years ago

Albert Rapp
How to Create Donut and Pie Charts | A ggplot2 Tutorial
8:25
How to Create Donut and Pie Charts | A ggplot2 Tutorial

1,700 views

2 years ago

Data Engineering With R

Albert Rapp
How R Users Can Use GitHub Actions for Automations
31:42
How R Users Can Use GitHub Actions for Automations

1,400 views

1 year ago

Albert Rapp
How to Get Data from SQL Databases With R | Step-by-Step Tutorial
30:06
How to Get Data from SQL Databases With R | Step-by-Step Tutorial

3,700 views

1 year ago

Albert Rapp
Robust R Code That Will Work Forever With {renv}
10:29
Robust R Code That Will Work Forever With {renv}

3,600 views

1 year ago

Albert Rapp
Automate Workflows With E-Mails Using R & {blastula}
8:07
Automate Workflows With E-Mails Using R & {blastula}

1,400 views

1 year ago

Albert Rapp
{fs} Is The R Package You Didn't Know You Needed
8:29
{fs} Is The R Package You Didn't Know You Needed

2,400 views

1 year ago

Albert Rapp
Never Lose Data Again: Use R's {pins} package
10:20
Never Lose Data Again: Use R's {pins} package

1,400 views

1 year ago

Albert Rapp
How to Easily Solve 10 Common SQL Tasks With R & {dbplyr}
23:03
How to Easily Solve 10 Common SQL Tasks With R & {dbplyr}

1,100 views

11 months ago

Albert Rapp
Why Your R Code Turns into Spaghetti (and how to avoid that)
26:03
Why Your R Code Turns into Spaghetti (and how to avoid that)

893 views

3 months ago

Albert Rapp
How to Run R Code on Azure (sounds impossible, I know)
38:28
How to Run R Code on Azure (sounds impossible, I know)

272 views

2 months ago

Albert Rapp
Generic Functions: The Underrated R Technique Fixing Your Worst Problems
19:07
Generic Functions: The Underrated R Technique Fixing Your Worst Problems

921 views

2 months ago

Albert Rapp
How Modern Data Scientists Create Data Reports (with Typst)
15:32
How Modern Data Scientists Create Data Reports (with Typst)

1,300 views

2 months ago

Albert Rapp
Every R User Should Know the {purrr} Package
19:48
Every R User Should Know the {purrr} Package

1,400 views

1 month ago

R Package Guides

Albert Rapp
How to Get Data From APIs with R & {httr2} | Ultimate Step-By-Step Tutorial
45:31
How to Get Data From APIs with R & {httr2} | Ultimate Step-By-Step Tutorial

7,800 views

2 years ago

Albert Rapp
Robust R Code That Will Work Forever With {renv}
10:29
Robust R Code That Will Work Forever With {renv}

3,600 views

1 year ago

Albert Rapp
Beautiful Charts with R & ggplot2 (Step-By-Step Tutorial for Beginners)
45:52
Beautiful Charts with R & ggplot2 (Step-By-Step Tutorial for Beginners)

9,500 views

2 years ago

Albert Rapp
How to Web Scrape Tables With R & rvest | Step-by-Step Tutorial
34:33
How to Web Scrape Tables With R & rvest | Step-by-Step Tutorial

2,400 views

2 years ago

Albert Rapp
Use These Data Cleaning Helpers for R from the janitor package
17:15
Use These Data Cleaning Helpers for R from the janitor package

5,300 views

2 years ago

Albert Rapp
Use ChatGPT, Mistral and ollama for Text Processing in R | Step-By-Step Tutorial
20:54
Use ChatGPT, Mistral and ollama for Text Processing in R | Step-By-Step Tutorial

5,600 views

2 years ago

Albert Rapp
How to Combine ggplots with {patchwork} | A Step-By-Step Tutorial
8:00
How to Combine ggplots with {patchwork} | A Step-By-Step Tutorial

2,400 views

2 years ago

Albert Rapp
How to Make Any ggplot Interactive With {ggiraph} | Step-By-Step Tutorial
8:34
How to Make Any ggplot Interactive With {ggiraph} | Step-By-Step Tutorial

4,000 views

2 years ago

Albert Rapp
{fs} Is The R Package You Didn't Know You Needed
8:29
{fs} Is The R Package You Didn't Know You Needed

2,400 views

1 year ago

Albert Rapp
5 Essential Charts Every R User Should Make With ggplot2
13:12
5 Essential Charts Every R User Should Make With ggplot2

1,400 views

1 year ago

Albert Rapp
9 R Packages That Make ggplot2 Even Better
10:41
9 R Packages That Make ggplot2 Even Better

2,700 views

1 year ago

Albert Rapp
Never Lose Data Again: Use R's {pins} package
10:20
Never Lose Data Again: Use R's {pins} package

1,400 views

1 year ago

ggplot Tutorials

Albert Rapp
Beautiful Charts with R & ggplot2 (Step-By-Step Tutorial for Beginners)
45:52
Beautiful Charts with R & ggplot2 (Step-By-Step Tutorial for Beginners)

9,500 views

2 years ago

Albert Rapp
How to Create 5 MUST-KNOW CHARTS with ggplot2 | Step-by-Step Tutorial
25:41
How to Create 5 MUST-KNOW CHARTS with ggplot2 | Step-by-Step Tutorial

2,500 views

2 years ago

Albert Rapp
How To Make ggplot2 Even Better With These Powerful Packages | Step-by-Step Tutorial
8:55
How To Make ggplot2 Even Better With These Powerful Packages | Step-by-Step Tutorial

5,300 views

2 years ago

Albert Rapp
How to Create Donut and Pie Charts | A ggplot2 Tutorial
8:25
How to Create Donut and Pie Charts | A ggplot2 Tutorial

1,700 views

2 years ago

Albert Rapp
How to Make Any ggplot Interactive With {ggiraph} | Step-By-Step Tutorial
8:34
How to Make Any ggplot Interactive With {ggiraph} | Step-By-Step Tutorial

4,000 views

2 years ago

Albert Rapp
How to Combine ggplots with {patchwork} | A Step-By-Step Tutorial
8:00
How to Combine ggplots with {patchwork} | A Step-By-Step Tutorial

2,400 views

2 years ago

Albert Rapp
Stop making messy line charts and create meaningful plots instead
7:47
Stop making messy line charts and create meaningful plots instead

2,600 views

3 years ago

Albert Rapp
A SIMPLE guide to create BUMP CHARTS with ggplot2 & {ggbump}
9:52
A SIMPLE guide to create BUMP CHARTS with ggplot2 & {ggbump}

2,000 views

3 years ago

Albert Rapp
How to Create Dumbbell Plots with R & ggplot2 | A Step-by-Step Tutorial
8:23
How to Create Dumbbell Plots with R & ggplot2 | A Step-by-Step Tutorial

1,700 views

2 years ago

Albert Rapp
STOP Wasting Space on HUGE LEGENDS | A ggplot2 step-by-step guide
14:09
STOP Wasting Space on HUGE LEGENDS | A ggplot2 step-by-step guide

2,900 views

2 years ago

Albert Rapp
Create Raincloud Plots with ggplot2 and {ggist} | A Step by Step Guide
4:11
Create Raincloud Plots with ggplot2 and {ggist} | A Step by Step Guide

2,200 views

3 years ago

Albert Rapp
Fix labels and understand scale functions in ggplot
7:53
Fix labels and understand scale functions in ggplot

1,300 views

3 years ago

ggplot Remakes

Albert Rapp
How to Create Diverging Bar Charts With {ggplot2} | Step-by-Step Tutorial
35:40
How to Create Diverging Bar Charts With {ggplot2} | Step-by-Step Tutorial

3,900 views

2 years ago

Albert Rapp
Rebuild this COMPLEX Data Visualization with R | A ggplot2 Tutorial
24:42
Rebuild this COMPLEX Data Visualization with R | A ggplot2 Tutorial

2,500 views

2 years ago

Albert Rapp
Recreate a real-world, complex dataviz with R & ggplot
17:30
Recreate a real-world, complex dataviz with R & ggplot

1,600 views

3 years ago

Robust R Programming

Albert Rapp
Stop Code Errors From Crashing Your Whole R Script
15:29
Stop Code Errors From Crashing Your Whole R Script

1,200 views

1 year ago

Albert Rapp
Run Many Calculations All at Once With Map Functions | Step-by-Step R Tutorial
13:36
Run Many Calculations All at Once With Map Functions | Step-by-Step R Tutorial

1,900 views

1 year ago

Albert Rapp
Avoid duplicate code with powerful functions in 150 seconds
2:35
Avoid duplicate code with powerful functions in 150 seconds

3,900 views

3 years ago

Albert Rapp
Use functions instead of for-loops in 150 seconds
2:31
Use functions instead of for-loops in 150 seconds

2,200 views

3 years ago

Albert Rapp
Finally Explained: The Difference Between R's Pipe Operators
9:47
Finally Explained: The Difference Between R's Pipe Operators

2,800 views

1 year ago

Albert Rapp
5 Levels of Data Cleaning Every R User Must Master (Beginner to Pro in 5 Steps)
8:19
5 Levels of Data Cleaning Every R User Must Master (Beginner to Pro in 5 Steps)

2,100 views

1 year ago

Albert Rapp
Finally explained: Difference Between = and arrow in R
4:47
Finally explained: Difference Between = and arrow in R

1,000 views

1 year ago

Albert Rapp
{fs} Is The R Package You Didn't Know You Needed
8:29
{fs} Is The R Package You Didn't Know You Needed

2,400 views

1 year ago

Albert Rapp
Never Lose Data Again: Use R's {pins} package
10:20
Never Lose Data Again: Use R's {pins} package

1,400 views

1 year ago

Albert Rapp
8 Things I Wish I'd Known Before Using R In Business
21:54
8 Things I Wish I'd Known Before Using R In Business

1,700 views

11 months ago

Albert Rapp
4 Reasons Why Streamlit Users Will Love Shiny for Python
23:49
4 Reasons Why Streamlit Users Will Love Shiny for Python

1,700 views

10 months ago

Albert Rapp
12 R Programming Sins I Wish I Avoided Sooner
32:22
12 R Programming Sins I Wish I Avoided Sooner

2,100 views

10 months ago