~/talk

Build a data visualization app for your phone

Talkat PyCon US 2024 · 2024-05-15..05-23· [data-visualization, python]
slides:none on file

Claims that a full data‑visualization phone app runs from a single pure‑Python codebase using NumPy and Matplotlib, and shows a working demo that generates 1,000 random samples, draws a 50‑bin histogram, and updates live via two sliders and a button. It uses briefcase + toga (and toga‑chart) to create, build, and run iOS and Android builds (simulator and Android emulator, USB device deploy possible). Notes limitations: binary wheels and compiled deps can be missing and app bundles face a 512 megabytes limit.

AI-written summary · about

  1. 0:00Introduction
  2. 2:28Beeware tools
  3. 4:11Planning the app
  4. 6:57Bootstrap with Briefcase
  5. 11:11Building the app’s user interface with Toga
  6. 15:01Data visualization
  7. 16:26Testing the app in development mode
  8. 17:49Deploy to iOS
  9. 21:22Deploy to Android
  10. 22:24Iterate and update
  11. 23:07Desktop deployment
  12. 24:51Third-party packages
  13. 26:13Mobile device features
  14. 27:16Python on mobile
  15. 28:39Support Beeware
  16. 29:28Q&A
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