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Superpower the New Year with Interactive DashboardsPeter WangCTO & Co-FounderContinuum Analytics

@pwang@BokehPlots@ContinuumIO

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• Accelerate Time-to-Value

• Connect Data, Analytics & Compute

• Empower Data Science Teams

The leading Open Data Science platform powered by Python, the fastest growing data science language

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INTERACTIVE DASHBOARD faster through managed agile experimentation

CONNECT to streaming data sources for realtime insight

COLLABORATE and share with your data science team

PUBLISH interactive results to the business

ACCELERATETime-to-Value

CONNECTData, Analytics & Compute

EMPOWERData Science Teams

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Open Data Science PlatformACCELERATE. CONNECT. EMPOWER

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• Interactive visualization•Novel graphics•Streaming, dynamic, large data•For the browser, with or without a server

•No need to write Javascript

BOKEH

http://bokeh.pydata.org/

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R & Scala Support

Additional Major Features

Extensible in JS and Python

Some Compatibility with Matplotlib and Seaborn

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•> 100k downloads per month (conda + pip)

•Almost 5000 Github stars, 1200 forks

•700 members on mailing list, ~250 posts/month

Community Metrics

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Bokeh Course on DataCamp

https://www.datacamp.com/community/blog/bokeh-cheat-sheet-python

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Steps:• Download data and load it• Build basic plot• Add and wire-up drop-down selectors• Add additional inspectors• Add data table• Theme & style the page

Dashboard #1: Stock Correlation Explorer

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Web Application Architecture

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Bokeh Server/App Architecture

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• Data generation• Build streaming chart• Add additional metrics and a

second, linked plot

Dashboard #2: Streaming Stock Price Viewer

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• Build a map plot• Wire up a slider• Style the plot

Dashboard #3: Using Google Maps

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Need a Google Map API Key

https://developers.google.com/maps/documentation/javascript/get-api-key

• Very easy to do! Unfortunately, broke a lot of older examples…

• In the example code, I’ve removed references to my key and replaced with an environment variable

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It All Starts Here

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Anaconda Gives Superpowers To People Who Change The World

18

We help people discover, analyze and collaborate by connecting their curiosity and experience with any data

Our Mission

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Open Data ScienceVibrant and Growing Community

Python Community

30M+Packages in Anaconda

720+

R Community

16M+Spark Python Usage

60%+

ANACONDADownloads

3M+

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Open Data ScienceVibrant and Growing Community

Python Community

30M+Packages in Anaconda

720+

R Community

16M+Spark Python Usage

60%+

ANACONDADownloads

12M+

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Join us for the inaugural AnacondaCONDiscover What #OpenDataScienceMeans

http://anacondacon17.io

Speakers from industry, government, and academia

Demos, Birds-of-a-Feather Sessions, Panels, Exhibits, Partner Showcase

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• Test drive Anaconda Enterprise for a limited time

know.continuum.io/Anaconda-Enterprise-Test-Drive.html

• Save $300 on AnacondaCON ticket! Connect with thought leaders and

discover what #OpenDataScienceMeans. Register by 12/31 to get Early Bird price.

anacondacon17.io

• Learn Data Visualization with courses from DataCamp powered by Anaconda

www.datacamp.com/learn-python-with-anaconda

Next Steps

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Questions?

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