Examples from the broader ecosystem

Purpose

This section provides a sampling of other projects in the Python ecosystem that have been useful to members of the geoscience community. This is just a sampling, and we refer readers who are interested in a more comprehensive overview to the resources developed by Project Pythia.

Here, we touch on

• different data structures in the Python ecosystem including Numpy, Pandas, Xarray

• visualization packages including Matplotlib, Plotly, Bokeh and others

• large scale analytics and parallelization with Dask

• accessing data with Intake

• creating and sharing interactive dashboards with Voilà, Panel, and Dash