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Popular destinations by zone of the NYC Yellow Taxis in 2012. (Created with Dash and Vaex by the authors)

Interactive and scalable dashboards with Vaex and Dash

Jovan Veljanoski
Jun 23 · 13 min read
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Interactive dashboard processing over 120,000,000 trips per request! (Created with Dash and Vaex by the authors)
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Our simplified version of the dashboard — equally as snappy! (Created with Plotly and Vaex by the authors)

Vaex will memory-map the data instantly and will read in the specifically requested portions of it only when necessary. Also, as is often the case with Dash, if multiple workers are running, each of them will share the same physical memory of the memory-mapped file — fast and efficient!

Plotly

Plotly’s Dash puts AI & ML in the hands of business users

Thanks to Maarten Breddels, plotly, and Nicolas Kruchten

Jovan Veljanoski

Written by

Just another data scientist | PhD Astrophysics | co-founder of vaex.io | https://www.linkedin.com/in/jovanvel/

Plotly

Plotly

Plotly is a data visualization company that makes it easy to build, test, and deploy beautiful interactive web apps, charts and graphs—in any programming language.

Jovan Veljanoski

Written by

Just another data scientist | PhD Astrophysics | co-founder of vaex.io | https://www.linkedin.com/in/jovanvel/

Plotly

Plotly

Plotly is a data visualization company that makes it easy to build, test, and deploy beautiful interactive web apps, charts and graphs—in any programming language.

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