SciPy 2025#
Welcome to the Xarray SciPy 2025 Tutorial!#
Hierarchical Data Analysis with Xarray DataTree & Zarr
July 8, 13:30–17:30 (US/Pacific), Tacoma Convention Center Room 315
This 4-hour workshop will explore content from the Xarray tutorial, which contains a comprehensive collection of hands-on tutorial Jupyter Notebooks. We will review a curated set of examples that will prepare you for increasingly complex real-world data analysis tasks!
Learning Goals
Understand Xarray’s core data structures
Understand how to map typical Xarray computations and workflows over hierarchical data
Understand how common storage formats correspond to the DataTree model
Open a public Zarr store in the cloud and manipulate the contents
Schedule#
*Times in US/Pacific Timezone (Tacoma, WA)
Use the links to navigate to the right notebooks.
Topic |
Time |
Notebook Links |
|---|---|---|
Introduction and Setup |
1:30 (10 min) |
|
The Xarray Data Model |
1:40 (50 min) |
|
10 minute Break |
||
Computational Patterns |
2:30 (50 min) |
|
10 minute Break |
||
Storage formats |
3:30 (50 min) |
|
10 minute Break |
||
Zarr & the cloud |
4:30 (50 min) |
|
End 5:30 |
Tutorial Setup#
Refer to the Getting Started Section for various options to run tutorial notebooks either on your personal computer or on a free Cloud-hosted server.