Tuesday 2:10 PM–2:55 PM in Winter Garden (5412)

Data-centric exploration using intake, dask, hvplot, datashader, panel, and binder

Julia Signell

Audience level:
Intermediate

Description

Discovering a new dataset is exciting, but it can also be daunting. How will you read it? Will it fit in memory? What meaning can be derived? Can you share that with others?

This talk describes an opinionated method of data exploration going from data ingestion to dashboard deployment and showing how everything comes together into a complete and repeatable workflow.

Abstract

In this talk we will start with data files, ingest the data, do a quick first pass at visualization and end at a deployed dashboard, using a set of open-source packages that have been designed to work well together. In particular, the audience will learn to:

This might seem ambitious, but many of these packages are used behind the scenes, so you don't have to learn how to use a new package.

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