# Gallery

Here’s a list of examples on how to use xarray. We will be adding more examples soon.
Contributions are highly welcomed and appreciated. So, if you are interested in contributing, please consult the
[Contributing to xarray](contribute/contributing.html.md#contributing) guide.

## Notebook Examples

![Toy weather data](_static/thumbnails/toy-weather-data.png)

Toy weather data

![Calculating Seasonal Averages from Timeseries of Monthly Means](_static/thumbnails/monthly-means.png)

Calculating Seasonal Averages from Timeseries of Monthly Means

![Compare weighted and unweighted mean temperature](_static/thumbnails/area_weighted_temperature.png)

Compare weighted and unweighted mean temperature

![Working with Multidimensional Coordinates](_static/thumbnails/multidimensional-coords.png)

Working with Multidimensional Coordinates

![Visualization Gallery](_static/thumbnails/visualization_gallery.png)

Visualization Gallery

![GRIB Data Example](_static/thumbnails/ERA5-GRIB-example.png)

GRIB Data Example

![Applying unvectorized functions with apply_ufunc](_static/logos/Xarray_Logo_RGB_Final.svg)

Applying unvectorized functions with apply_ufunc

## External Examples

![Managing raster data with rioxarray](_static/logos/Xarray_Logo_RGB_Final.svg)

Managing raster data with rioxarray

![Xarray and dask on the cloud with Pangeo](https://avatars.githubusercontent.com/u/60833341?s=200&v=4)

Xarray and dask on the cloud with Pangeo

![Xarray with Dask Arrays](_static/logos/Xarray_Logo_RGB_Final.svg)

Xarray with Dask Arrays

![Project Pythia Foundations Book](https://raw.githubusercontent.com/ProjectPythia/projectpythia.github.io/main/portal/_static/images/logos/pythia_logo-blue-btext-twocolor.svg)

Project Pythia Foundations Book