Bokeh Strata NYC 2015

Transcript

1. Bokeh for Beautiful Visualization Versatile, interactive, and streaming web graphics Bryan Van de Ven @bryvdv Strata NYC 2015 https://speakerdeck.com/bryanv/bokeh-strata-nyc-2015
2. BOKEH What, why, and where of 2
3. Bokeh can do… 3 Interactive visualization
4. Bokeh can do… 3 Interactive visualization Versatile, custom graphics
5. Bokeh can do… 3 Interactive visualization Versatile, custom graphics Streaming, dynamic, big data
6. Bokeh can do… 3 Interactive visualization Versatile, custom graphics Streaming, dynamic, big data In the browser, with or without a server
7. Bokeh can do… 3 Interactive visualization Versatile, custom graphics Streaming, dynamic, big data In the browser, with or without a server No need to write Javascript
8. Bokeh can do… 3 Interactive visualization Versatile, custom graphics Streaming, dynamic, big data In the browser, with or without a server No need to write Javascript No Javascript
9. Why? 4 • Data exploration requires interactive visualization • Information modeling demands versatile capability • Analytical artifacts need to be shareable
10. Why? 4 • Data exploration requires interactive visualization • Information modeling demands versatile capability • Analytical artifacts need to be shareable Rich contextual visualizations are needed through the entire process
11. Bokeh is on Github 5
12. BOKEH IN USE Demonstrations 6
13. 7 Very High Level Charts
14. 7 Very High Level Charts Just five lines!
15. 8 4 Gb in a browser
16. 9 Streaming Data
17. 9 Streaming Data
18. 10 Hundreds of Millions of Points
19. 11 Notebooks Everywhere
20. 11 Notebooks Everywhere (now on Anaconda Cloud too!)
21. 12 Data Applications
22. 13 Data Applications
23. Bokeh likes R 14
24. Bokeh likes R 15
25. 16 https://github.com/Bokeh/bokeh