xarray

NumFOCUS Sponsored Project since 2018

Xarray is an open source library providing high-level, easy-to-use data structures and analysis tools for working with multidimensional labeled datasets and arrays in Python.

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Industry

Business & Industry Applications
Higher Education Research & Teaching
Government

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Language

Python

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Features

Data Wrangling
Visualization
High Performance Computing
Big Data
Numerical Computing

Xarray is a Python library that provides data structures and tools for working with multidimensional labeled datasets and arrays. Xarray enables users to perform operations on complex datasets. Xarray interoperates with many of the core libraries in the scientific Python ecosystem making it a powerful high-level tool for data analysis.

Xarray has been used in a wide variety of academic and industry contexts for applications as varied as weather/climate, computational physics, astronomy, biology, econometrics, machine learning and finance. It is a core component of Pangeo, a community platform for Big Data geoscience.

Examples of results enabled by xarray include:

modeling the environmental and socioeconomic impacts of climate change
understanding the life cycle of viruses from single-cell RNA sequencing data
measuring the speed of galaxies in a telescope survey

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