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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

387,709 total views

Popular videos

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

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

17,000 views

1y ago

Quarto & Typst Are Fantastic for High-Quality PDF Reports

Quarto & Typst Are Fantastic for High-Quality PDF Reports

16,000 views

1y ago

How to style your Quarto docs without knowing HTML & CSS

How to style your Quarto docs without knowing HTML & CSS

9,700 views

3y ago

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

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

9,500 views

2y ago

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

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

9,500 views

2y ago

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

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

7,800 views

2y ago

Shiny Modules in 100 Seconds

Shiny Modules in 100 Seconds

6,500 views

3y ago

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

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

6,200 views

2y ago

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

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

5,600 views

2y ago

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

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

5,400 views

3y ago

Use These Data Cleaning Helpers for R from the janitor package

Use These Data Cleaning Helpers for R from the janitor package

5,400 views

2y ago

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

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

5,300 views

1y ago

R & Microsoft Office

How To Create Data-Driven Slide Decks With R & {officer}

How To Create Data-Driven Slide Decks With R & {officer}

2,000 views

1y ago

How to Fill Word Files With Data Using R & officer | Step-by-Step Tutorial

How to Fill Word Files With Data Using R & officer | Step-by-Step Tutorial

2,300 views

1y ago

Use These Data Cleaning Helpers for R from the janitor package

Use These Data Cleaning Helpers for R from the janitor package

5,400 views

2y ago

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

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

5,400 views

3y ago

Generative AI With R

AI Data Science with R: Analyze data.frames with the {mall} package

AI Data Science with R: Analyze data.frames with the {mall} package

3,500 views

1y ago

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

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

5,600 views

2y ago

Summarize PDF Docs & Extract Information with AI & R | Step-By-Step Tutorial

Summarize PDF Docs & Extract Information with AI & R | Step-By-Step Tutorial

2,900 views

2y ago

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

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

7,800 views

2y ago

Master Multiple AI APIs With R And The {ellmer} Package

Master Multiple AI APIs With R And The {ellmer} Package

2,800 views

1y ago

How to Enhance R Functions With AI Using {ellmer}

How to Enhance R Functions With AI Using {ellmer}

2,400 views

1y ago

How To Turn Messy PDFs Into Clean Data Frames With R & {ellmer}!

How To Turn Messy PDFs Into Clean Data Frames With R & {ellmer}!

2,600 views

1y ago

Data Cleaning With R

Use These 6 Functions For All Data Projects | Step-By-Step Tutorial

Use These 6 Functions For All Data Projects | Step-By-Step Tutorial

4,400 views

2y ago

Use These Data Cleaning Helpers for R from the janitor package

Use These Data Cleaning Helpers for R from the janitor package

5,400 views

2y ago

Data Extraction with R & {stringr} | Step-by-Step Tutorial

Data Extraction with R & {stringr} | Step-by-Step Tutorial

1,900 views

2y ago

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

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

5,400 views

3y ago

Data wrangling in a single step with across()

Data wrangling in a single step with across()

2,000 views

3y ago

5 Levels of Data Cleaning Every R User Must Master (Beginner to Pro in 5 Steps)

5 Levels of Data Cleaning Every R User Must Master (Beginner to Pro in 5 Steps)

2,100 views

1y ago

Master R Data Cleaning: dplyr vs data.table

Master R Data Cleaning: dplyr vs data.table

3,100 views

1y ago

{fs} Is The R Package You Didn't Know You Needed

{fs} Is The R Package You Didn't Know You Needed

2,400 views

1y ago

Every R User Should Know the {purrr} Package

Every R User Should Know the {purrr} Package

1,400 views

2mo ago

Advanced Data Cleaning With R (and the purrr package)

Advanced Data Cleaning With R (and the purrr package)

965 views

1mo ago

Quarto

How to style your Quarto docs without knowing HTML & CSS

How to style your Quarto docs without knowing HTML & CSS

9,700 views

3y ago

An easy way to style your Quarto docs without knowing HTML & CSS

An easy way to style your Quarto docs without knowing HTML & CSS

4,000 views

3y ago

How to Create Dashboards with R, Python, OJS or Julia | Step-By-Step Guide

How to Create Dashboards with R, Python, OJS or Julia | Step-By-Step Guide

3,700 views

2y ago

Translating Quarto to HTML & CSS Notation

Translating Quarto to HTML & CSS Notation

983 views

2y ago

A GPDR-compliant way to import Google fonts in Quarto

A GPDR-compliant way to import Google fonts in Quarto

1,200 views

3y ago

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

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

5,300 views

1y ago

How to Automate Data Reports with Quarto (Beginner's Guide)

How to Automate Data Reports with Quarto (Beginner's Guide)

4,200 views

1y ago

Quarto & Typst Are Fantastic for High-Quality PDF Reports

Quarto & Typst Are Fantastic for High-Quality PDF Reports

16,000 views

1y ago

Quarto With Authentication Is Easier Than You Think (with Azure)

Quarto With Authentication Is Easier Than You Think (with Azure)

946 views

1y ago

The Easiest Way to Export Data From Your R-Shiny Apps

The Easiest Way to Export Data From Your R-Shiny Apps

1,000 views

1y ago

How to Finally Bring Your Tables into Typst PDFs (using {gt})

How to Finally Bring Your Tables into Typst PDFs (using {gt})

2,400 views

1y ago

Chart Types With ggplot2

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

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

9,500 views

2y ago

How to Create 5 MUST-KNOW CHARTS with ggplot2 | Step-by-Step Tutorial

How to Create 5 MUST-KNOW CHARTS with ggplot2 | Step-by-Step Tutorial

2,500 views

2y ago

Use These Techniques to Perfect Your Line Charts | {ggplot2} Step-by-Step Tutorial

Use These Techniques to Perfect Your Line Charts | {ggplot2} Step-by-Step Tutorial

1,800 views

2y ago

How to Make Any ggplot Interactive With {ggiraph} | Step-By-Step Tutorial

How to Make Any ggplot Interactive With {ggiraph} | Step-By-Step Tutorial

4,000 views

2y ago

How to Create Diverging Bar Charts With {ggplot2} | Step-by-Step Tutorial

How to Create Diverging Bar Charts With {ggplot2} | Step-by-Step Tutorial

3,900 views

2y ago

Visualize Patterns With Calendars & ggplot2 | Step-By-Step Tutorial

Visualize Patterns With Calendars & ggplot2 | Step-By-Step Tutorial

1,200 views

2y ago

A SIMPLE guide to create BUMP CHARTS with ggplot2 & {ggbump}

A SIMPLE guide to create BUMP CHARTS with ggplot2 & {ggbump}

2,000 views

3y ago

How to Create Dumbbell Plots with R & ggplot2 | A Step-by-Step Tutorial

How to Create Dumbbell Plots with R & ggplot2 | A Step-by-Step Tutorial

1,700 views

2y ago

How to Create Upset Charts With {ggplot2} | Step-by-Step Tutorial

How to Create Upset Charts With {ggplot2} | Step-by-Step Tutorial

3,000 views

2y ago

How to Create Correlation Heat Maps With {ggplot2} | Step-by-Step Tutorial

How to Create Correlation Heat Maps With {ggplot2} | Step-by-Step Tutorial

1,700 views

2y ago

Create Raincloud Plots with ggplot2 and {ggist} | A Step by Step Guide

Create Raincloud Plots with ggplot2 and {ggist} | A Step by Step Guide

2,200 views

3y ago

How to Create Donut and Pie Charts | A ggplot2 Tutorial

How to Create Donut and Pie Charts | A ggplot2 Tutorial

1,700 views

2y ago

Data Engineering With R

How R Users Can Use GitHub Actions for Automations

How R Users Can Use GitHub Actions for Automations

1,400 views

1y ago

How to Get Data from SQL Databases With R | Step-by-Step Tutorial

How to Get Data from SQL Databases With R | Step-by-Step Tutorial

3,700 views

1y ago

Robust R Code That Will Work Forever With {renv}

Robust R Code That Will Work Forever With {renv}

3,600 views

1y ago

Automate Workflows With E-Mails Using R & {blastula}

Automate Workflows With E-Mails Using R & {blastula}

1,400 views

1y ago

{fs} Is The R Package You Didn't Know You Needed

{fs} Is The R Package You Didn't Know You Needed

2,400 views

1y ago

Never Lose Data Again: Use R's {pins} package

Never Lose Data Again: Use R's {pins} package

1,400 views

1y ago

How to Easily Solve 10 Common SQL Tasks With R & {dbplyr}

How to Easily Solve 10 Common SQL Tasks With R & {dbplyr}

1,100 views

11mo ago

Why Your R Code Turns into Spaghetti (and how to avoid that)

Why Your R Code Turns into Spaghetti (and how to avoid that)

895 views

3mo ago

How to Run R Code on Azure (sounds impossible, I know)

How to Run R Code on Azure (sounds impossible, I know)

274 views

2mo ago

Generic Functions: The Underrated R Technique Fixing Your Worst Problems

Generic Functions: The Underrated R Technique Fixing Your Worst Problems

925 views

2mo ago

How Modern Data Scientists Create Data Reports (with Typst)

How Modern Data Scientists Create Data Reports (with Typst)

1,400 views

2mo ago

Every R User Should Know the {purrr} Package

Every R User Should Know the {purrr} Package

1,400 views

2mo ago

R Package Guides

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

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

7,800 views

2y ago

Robust R Code That Will Work Forever With {renv}

Robust R Code That Will Work Forever With {renv}

3,600 views

1y ago

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

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

9,500 views

2y ago

How to Web Scrape Tables With R & rvest | Step-by-Step Tutorial

How to Web Scrape Tables With R & rvest | Step-by-Step Tutorial

2,400 views

2y ago

Use These Data Cleaning Helpers for R from the janitor package

Use These Data Cleaning Helpers for R from the janitor package

5,400 views

2y ago

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

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

5,600 views

2y ago

How to Combine ggplots with {patchwork} | A Step-By-Step Tutorial

How to Combine ggplots with {patchwork} | A Step-By-Step Tutorial

2,400 views

2y ago

How to Make Any ggplot Interactive With {ggiraph} | Step-By-Step Tutorial

How to Make Any ggplot Interactive With {ggiraph} | Step-By-Step Tutorial

4,000 views

2y ago

{fs} Is The R Package You Didn't Know You Needed

{fs} Is The R Package You Didn't Know You Needed

2,400 views

1y ago

5 Essential Charts Every R User Should Make With ggplot2

5 Essential Charts Every R User Should Make With ggplot2

1,400 views

1y ago

9 R Packages That Make ggplot2 Even Better

9 R Packages That Make ggplot2 Even Better

2,700 views

1y ago

Never Lose Data Again: Use R's {pins} package

Never Lose Data Again: Use R's {pins} package

1,400 views

1y ago

ggplot Tutorials

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

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

9,500 views

2y ago

How to Create 5 MUST-KNOW CHARTS with ggplot2 | Step-by-Step Tutorial

How to Create 5 MUST-KNOW CHARTS with ggplot2 | Step-by-Step Tutorial

2,500 views

2y ago

How To Make ggplot2 Even Better With These Powerful Packages | Step-by-Step Tutorial

How To Make ggplot2 Even Better With These Powerful Packages | Step-by-Step Tutorial

5,300 views

2y ago

How to Create Donut and Pie Charts | A ggplot2 Tutorial

How to Create Donut and Pie Charts | A ggplot2 Tutorial

1,700 views

2y ago

How to Make Any ggplot Interactive With {ggiraph} | Step-By-Step Tutorial

How to Make Any ggplot Interactive With {ggiraph} | Step-By-Step Tutorial

4,000 views

2y ago

How to Combine ggplots with {patchwork} | A Step-By-Step Tutorial

How to Combine ggplots with {patchwork} | A Step-By-Step Tutorial

2,400 views

2y ago

Stop making messy line charts and create meaningful plots instead

Stop making messy line charts and create meaningful plots instead

2,600 views

3y ago

A SIMPLE guide to create BUMP CHARTS with ggplot2 & {ggbump}

A SIMPLE guide to create BUMP CHARTS with ggplot2 & {ggbump}

2,000 views

3y ago

How to Create Dumbbell Plots with R & ggplot2 | A Step-by-Step Tutorial

How to Create Dumbbell Plots with R & ggplot2 | A Step-by-Step Tutorial

1,700 views

2y ago

STOP Wasting Space on HUGE LEGENDS | A ggplot2 step-by-step guide

STOP Wasting Space on HUGE LEGENDS | A ggplot2 step-by-step guide

2,900 views

2y ago

Create Raincloud Plots with ggplot2 and {ggist} | A Step by Step Guide

Create Raincloud Plots with ggplot2 and {ggist} | A Step by Step Guide

2,200 views

3y ago

Fix labels and understand scale functions in ggplot

Fix labels and understand scale functions in ggplot

1,300 views

3y ago

ggplot Remakes

How to Create Diverging Bar Charts With {ggplot2} | Step-by-Step Tutorial

How to Create Diverging Bar Charts With {ggplot2} | Step-by-Step Tutorial

3,900 views

2y ago

Rebuild this COMPLEX Data Visualization with R | A ggplot2 Tutorial

Rebuild this COMPLEX Data Visualization with R | A ggplot2 Tutorial

2,500 views

2y ago

Recreate a real-world, complex dataviz with R & ggplot

Recreate a real-world, complex dataviz with R & ggplot

1,600 views

3y ago

Robust R Programming

Stop Code Errors From Crashing Your Whole R Script

Stop Code Errors From Crashing Your Whole R Script

1,200 views

1y ago

Run Many Calculations All at Once With Map Functions | Step-by-Step R Tutorial

Run Many Calculations All at Once With Map Functions | Step-by-Step R Tutorial

1,900 views

1y ago

Avoid duplicate code with powerful functions in 150 seconds

Avoid duplicate code with powerful functions in 150 seconds

3,900 views

3y ago

Use functions instead of for-loops in 150 seconds

Use functions instead of for-loops in 150 seconds

2,200 views

3y ago

Finally Explained: The Difference Between R's Pipe Operators

Finally Explained: The Difference Between R's Pipe Operators

2,800 views

1y ago

5 Levels of Data Cleaning Every R User Must Master (Beginner to Pro in 5 Steps)

5 Levels of Data Cleaning Every R User Must Master (Beginner to Pro in 5 Steps)

2,100 views

1y ago

Finally explained: Difference Between = and arrow in R

Finally explained: Difference Between = and arrow in R

1,000 views

1y ago

{fs} Is The R Package You Didn't Know You Needed

{fs} Is The R Package You Didn't Know You Needed

2,400 views

1y ago

Never Lose Data Again: Use R's {pins} package

Never Lose Data Again: Use R's {pins} package

1,400 views

1y ago

8 Things I Wish I'd Known Before Using R In Business

8 Things I Wish I'd Known Before Using R In Business

1,700 views

11mo ago

4 Reasons Why Streamlit Users Will Love Shiny for Python

4 Reasons Why Streamlit Users Will Love Shiny for Python

1,700 views

11mo ago

12 R Programming Sins I Wish I Avoided Sooner

12 R Programming Sins I Wish I Avoided Sooner

2,100 views

10mo ago