Bokeh and Friends

on YouTube ↗42m

" summary

Bokeh is a Python+JS visualization stack that claims near‑1.0 stability, has 237 contributors, and now exports PNG/SVG (0.12.6). Code examples actually run: a sine-wave app with sliders; a Gapminder replica; a market simulator done in under 100 lines that streams updates. Server mirrors Python models to the browser and adds stream and patch APIs for efficient updates; Datashader handles 15M NYC taxi points; TypeScript port, graph rendering PR, binary array protocol and better JupyterLab/WebGL support are in progress.

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" chapters (20)

1. 0:00Introduction
2. 1:23What is Bokeh
3. 2:05Bokeh's influences
4. 5:11Bokeh's journey
5. 6:57Bokeh's JavaScript and TypeScript integration
6. 8:21Data science apps with Bokeh
7. 11:11Simple Bokeh demo
8. 13:54Movie Explorer vs Shiny
9. 15:18Auto MPG and Gapminder demos
10. 16:42Streaming data with Bokeh
11. 18:03Market simulation demo
12. 20:12Custom extensions & 3D
13. 24:23Spectrogram example
14. 27:58Bokeh beyond Python
15. 30:05Upcoming features & 1.0
16. 34:17HoloViews as a high-level Bokeh interface
17. 37:41HoloViews demos
18. 39:24DataShader for big data
19. 40:30Deploying Bokeh apps
20. 42:13Q&A

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