SciPy 2022

Xarray: Friendly, Interactive, and Scalable Scientific Data Analysis

Organized by:

• Scott Henderson (Univ. Washington)

• Deepak Cherian (National Center for Atmospheric Research)

• Jessica Scheick (Univ. New Hampshire)

• Emma Marshall (Univ. Utah)

• Anderson Banihirwe (CarbonPlan)

• Tom Nicholas (Lamont-Doherty Earth Observatory)

This four hour workshop covers fundamental Xarray concepts with increasingly complex real-world data analysis tasks.

Video Recoding: Will be available after the event

Launch cloud-hosted Jupyter Lab environment:

Topics

Below are links to sections of this website we’ll cover:

Introduction

Get Started

Introduction to Xarray

Xarray’s Data structures

Reading and writing files

Working with Labeled Data

Working with labeled data

Computation

Basic Computation

Computing with Multiple Objects

Grouped Computations

Plotting and Visualization

Basic Visualization

Faceting

Geography with Cartopy

Xarray Ecosystem

A Tour of the Xarray Ecosystem

Demo