Datashader

Datashader logo

Datashader, a member of the family of HoloViz packages, is a graphics pipeline system for creating meaningful representations of large datasets quickly and flexibly.

With Datashader, you can “just plot” large datasets and explore them instantly, with no parameter tweaking, magic numbers, subsampling, or approximation, up to the resolution of the display.

Datashader map aggregation example

Datashader scatter/heat example

Learn

Display millions of data points using hvPlot, Datashader, and CrateDB

HoloViews and Datashader frameworks enable channeling millions of data points from your backend systems to the browser’s glass.

This notebook plots the venerable NYC Taxi dataset after importing it into a CrateDB Cloud database cluster.

Note: 🚧 This notebook is a work in progress. 🚧

Notebook on GitHub Notebook on Colab

Time series visualization

Python HoloViews hvPlot Datashader