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  • WIP: revise top-level package description · 10 ✖

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451793363 https://github.com/pydata/xarray/pull/2430#issuecomment-451793363 https://api.github.com/repos/pydata/xarray/issues/2430 MDEyOklzc3VlQ29tbWVudDQ1MTc5MzM2Mw== shoyer 1217238 2019-01-07T01:04:19Z 2019-01-07T01:04:19Z MEMBER

I spent a few more hours working on this this afternoon -- please take a look at https://github.com/pydata/xarray/pull/2657!

 
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   WIP: revise top-level package description 362866468
451702908 https://github.com/pydata/xarray/pull/2430#issuecomment-451702908 https://api.github.com/repos/pydata/xarray/issues/2430 MDEyOklzc3VlQ29tbWVudDQ1MTcwMjkwOA== rabernat 1197350 2019-01-06T00:01:14Z 2019-01-06T00:01:14Z MEMBER

@shoyer - all your changes are 👍 with me.

 
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   WIP: revise top-level package description 362866468
451686581 https://github.com/pydata/xarray/pull/2430#issuecomment-451686581 https://api.github.com/repos/pydata/xarray/issues/2430 MDEyOklzc3VlQ29tbWVudDQ1MTY4NjU4MQ== shoyer 1217238 2019-01-05T20:06:59Z 2019-01-05T20:06:59Z MEMBER

@rabernat I pushed some minor tweaks to your branch, please take a look!

 
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   WIP: revise top-level package description 362866468
451668492 https://github.com/pydata/xarray/pull/2430#issuecomment-451668492 https://api.github.com/repos/pydata/xarray/issues/2430 MDEyOklzc3VlQ29tbWVudDQ1MTY2ODQ5Mg== rabernat 1197350 2019-01-05T16:20:06Z 2019-01-05T16:20:06Z MEMBER

Ready I think.

 
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451632184 https://github.com/pydata/xarray/pull/2430#issuecomment-451632184 https://api.github.com/repos/pydata/xarray/issues/2430 MDEyOklzc3VlQ29tbWVudDQ1MTYzMjE4NA== max-sixty 5635139 2019-01-05T06:31:17Z 2019-01-05T06:31:17Z MEMBER

This is looking great!

 
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451579356 https://github.com/pydata/xarray/pull/2430#issuecomment-451579356 https://api.github.com/repos/pydata/xarray/issues/2430 MDEyOklzc3VlQ29tbWVudDQ1MTU3OTM1Ng== shoyer 1217238 2019-01-04T21:52:52Z 2019-01-04T21:52:52Z MEMBER

This looks great now. Could you also kindly copy it into our setup.py and README.rst files?

 
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   WIP: revise top-level package description 362866468
451566654 https://github.com/pydata/xarray/pull/2430#issuecomment-451566654 https://api.github.com/repos/pydata/xarray/issues/2430 MDEyOklzc3VlQ29tbWVudDQ1MTU2NjY1NA== rabernat 1197350 2019-01-04T20:59:07Z 2019-01-04T20:59:07Z MEMBER

Based on the comments I received, I have written a second draft of a revised top-level description.

 
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   WIP: revise top-level package description 362866468
451554858 https://github.com/pydata/xarray/pull/2430#issuecomment-451554858 https://api.github.com/repos/pydata/xarray/issues/2430 MDEyOklzc3VlQ29tbWVudDQ1MTU1NDg1OA== rabernat 1197350 2019-01-04T20:09:31Z 2019-01-04T20:09:31Z MEMBER

Given this recent twitter thread, I think we should revive and finish this off. 

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   WIP: revise top-level package description 362866468
423791617 https://github.com/pydata/xarray/pull/2430#issuecomment-423791617 https://api.github.com/repos/pydata/xarray/issues/2430 MDEyOklzc3VlQ29tbWVudDQyMzc5MTYxNw== jhamman 2443309 2018-09-23T04:44:07Z 2018-09-23T04:44:33Z MEMBER

As a reference, we recently wrote some similar prose for xarray's numfocus page:

https://numfocus.org/project/xarray

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.

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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   WIP: revise top-level package description 362866468
423784622 https://github.com/pydata/xarray/pull/2430#issuecomment-423784622 https://api.github.com/repos/pydata/xarray/issues/2430 MDEyOklzc3VlQ29tbWVudDQyMzc4NDYyMg== fujiisoup 6815844 2018-09-23T01:19:30Z 2018-09-23T02:46:36Z MEMBER

Thanks, @rabernat

I have often complained that xarray's top-level package description assumes that the user knows all about pandas.

Agreed!

I remember when I first met xarray, I didn't understand well what the word 'labelled data' means. I don't think this terminology is very common. It may be nice if we have more explicit definition something like 'xarray provides a data structure to handle a data array and its coordinates consistently'.

 
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   WIP: revise top-level package description 362866468

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