Week 10: From Notebooks to the Web: Part 2

Content for lectures 10A and 10B

  View materials:   MUSA-550-Fall-2023/week-10

  HTML slides:   Lecture 10A   Lecture 10B

  Executable slides:   Lecture 10A   Lecture 10B

Recommended Viewing/Reading

• PyData talk in Dec 2019 from the creator of Panel
• Components section of Panel User Guide
• API section of Panel User Guide
• Tutorial on Classes in Python

Dashboard Examples

We’ll walk through two examples of Panel dashboards this week:

1. Visualizing recent shootings in Philadelphia using Altair, Folium, and Holoviews
2. Visualizing NYC taxi trips with Datashader and Altair

References

• Panel
• Documentation homepage
• Core concepts
  • An overview of the core concepts powering Panel dashboards
• App Gallery
  • Examples of end-to-end apps using Panel
• Reference Component Gallery
  • Examples (code snippets) for the many different kinds of components possible in Panel dashboards
• Datashader dashboard tutorial
  • Including a detailed walk-through of a Datashader-based dashboard
• Holoviews Reference Gallery
  • Streams
  • DynamicMap
• Introduction to Python classes