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Overview
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Xarray in 45 minutes
Learning Paths
Fundamental Path
Intermediate Path
Fundamentals
Data Structures
Xarray’s Data structures
Creating Data Structures
Reading and writing files
xarray.DataTree
and hierarchical data
Labeled data
Indexing and Selecting Data
Manipulating Dimensions (Data Resolution)
Computation
Basic Computation
Computing with Multiple Objects
Grouped Computations
Windowed Computations
Weighted Reductions
Plotting and Visualization
Basic Visualization
Faceting
Geography with Cartopy
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
Examples
Re-organize InSAR ice velocity data
Contributing
Presentations
Advanced
Parallelizing custom functions
apply_ufunc
A gentle introduction
Core dimensions
Handling complex output
Automatic Vectorization
Handling dask arrays
Fast vectorization with Numba
np.interp : An end-to-end example
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
Xarray Fundamentals
Indexing and Selecting Data
Computation
Reference
Contributing Guide
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Computations
Computations
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Computational Patterns
Hierarchical computations
