~/talk

Visual Data Storytelling with Blender and Python

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

Shows concrete pipelines: use matplotlib FuncAnimation to generate frames and hand them to FFmpeg for MP4/GIF, export plots from pandas/CSV/Excel; use manim + Cairo render pipeline to produce vector math animations and inject matplotlib images; use Blender bpy API to script scene, lights, camera and spawn animated cubes or 3D confusion-matrix bars. Example notebooks and rendered clips exist; some demo videos fail live due to network but the code-based builds produce reproducible movies.

AI-written summary · about

  1. 0:00Visual data storytelling intro
  2. 1:49Python for data viz
  3. 3:57Matplotlib animation basics
  4. 6:06Funk vs artist animation
  5. 8:56Matplotlib animated plot examples
  6. 12:06Manim math animations intro
  7. 13:10How Manim works
  8. 15:16Manim scene setup
  9. 17:41Manim wave animations
  10. 20:33Linear transformations in Manim
  11. 21:16Matplotlib + Manim combo
  12. 22:38Blender Python API
  13. 23:40Blender scene management
  14. 25:03Blender object manipulation
  15. 27:063D confusion matrix in Blender
  16. 28:30Excel line graphs
  17. 29:11Q&A
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