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Overview

Get Started
Xarray in 45 minutes
Learning Paths
- Fundamental Path
- Intermediate Path

Fundamentals

Data Structures
Labeled data
- Indexing and Selecting Data
- Manipulating Dimensions (Data Resolution)
Computation
Plotting and Visualization

Intermediate

Computations
- Computational Patterns
- Hierarchical computations
Indexing
- Advanced Indexing
- Boolean Indexing & Masking
Parallel computing with Dask
Introduction to Zarr
Hierarchical storage formats
A Tour of Xarray Customizations
Interactive plots using hvplot
Intermediate Xarray DataStructures
Datasets in other fields
Remote Data
- Zarr in Cloud Object Storage
- Access Patterns to Remote Data with fsspec
Data Tidying

Advanced

Parallelizing custom functions
apply_ufunc
map_blocks
- A gentle introduction
Reading data using backends
- Binary data without lazy loading
- Binary data with lazy loading
Creating custom accessors

Workshops

SciPy 2025
SciPy 2024
SciPy 2023
Thinking like Xarray 2022
- High-level computation patterns
Oceanhackweek 2020
- Xarray in 45 minutes
Xarray Online Tutorial 2020

Reference

Contributing Guide
Keep Exploring!
Glossary

Repository
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By The Xarray Community

Xarray is a fiscally sponsored project of NumFOCUS, a nonprofit dedicated to supporting the open-source scientific computing community.
Theme by the Executable Book Project.

Content licensed under the terms of the Apache 2.0 License.