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Bokeh Strata NYC 2015
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Bryan
September 25, 2015
Technology
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240
Bokeh Strata NYC 2015
Bryan
September 25, 2015
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Transcript
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
BOKEH What, why, and where of 2
Bokeh can do… 3 Interactive visualization
Bokeh can do… 3 Interactive visualization Versatile, custom graphics
Bokeh can do… 3 Interactive visualization Versatile, custom graphics Streaming,
dynamic, big data
Bokeh can do… 3 Interactive visualization Versatile, custom graphics Streaming,
dynamic, big data In the browser, with or without a server
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
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
Why? 4 • Data exploration requires interactive visualization • Information
modeling demands versatile capability • Analytical artifacts need to be shareable
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
Bokeh is on Github 5
BOKEH IN USE Demonstrations 6
7 Very High Level Charts
7 Very High Level Charts Just five lines!
8 4 Gb in a browser
9 Streaming Data
9 Streaming Data
10 Hundreds of Millions of Points
11 Notebooks Everywhere
11 Notebooks Everywhere (now on Anaconda Cloud too!)
12 Data Applications
13 Data Applications
Bokeh likes R 14
Bokeh likes R 15
16 https://github.com/Bokeh/bokeh