In this video we use real-world Airbnb data to put together a dashboard with Quarto & Python. We start with the basics of layout and simple components and then progress to more advanced topics such as integrating Shiny within your Quarto doc.
- Github Repo: https://github.com/KeithGalli/quarto-projects
- Check out the recent Quarto Crash Course Video! https://youtu.be/_VKxTPWDhA4?si=sf7cbvSJGj6gnlCl
- Check out Mine’s Quarto Dashboards with R Code Videos! https://youtu.be/HW7QbqI4fH0?si=oyJhLaJ0n3Vg4v7Y
- Learn more about Shiny for Dashboards! https://youtu.be/I2W7i7QyJPI?si=Osqk5odwSOZ0ub01
- Bootstrap Icons: https://icons.getbootstrap.com/
Video Timeline!
0:00 - Video Overview
0:41 - About our Data & Get Started with the Code
1:38 - Basic Quarto Dashboard Layout Information
5:08 - Adding Value Boxes to our Dashboard
10:56 - Prepping our Airbnb Data for our Dashboard
17:00 - Adding Matplotlib Data Visualizations to our Dashboard (line graph, bar chart)
26:26 - Add a Map of Airbnb Listings using Latitude & Longitude (Folium Library)
33:18 - Adding Additional Dashboard Pages with Interactive Tables (itables library)
42:23 - When to use Quarto versus Shiny for Dashboards?
44:00 - Using Shiny within a Quarto Project
49:14 - Hosting your Quarto Documents with Posit Connect Cloud
#python #quarto #dashboards