# April 7, 2021: Parallel Analysis Using Pangeo vs the Command-Line

**URL:** <https://discourse.pangeo.io/t/april-7-2021-parallel-analysis-using-pangeo-vs-the-command-line/1373>\
**Category:** Pangeo Showcase\
**Created:** [April 7, 2021, 6:30pm UTC](https://discourse.pangeo.io/t/april-7-2021-parallel-analysis-using-pangeo-vs-the-command-line/1373 "2021-04-07T18:30:02Z")\
**Posts on this page:** 2\
**Page:** 1

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**Author:** ![rabernat](https://yyz2.discourse-cdn.com/flex030/user_avatar/discourse.pangeo.io/rabernat/32/22_2.png) [@rabernat](https://discourse.pangeo.io/u/rabernat)\
**Post date:** [April 7, 2021, 6:30pm UTC](https://discourse.pangeo.io/t/april-7-2021-parallel-analysis-using-pangeo-vs-the-command-line/1373/1 "2021-04-07T18:30:02Z")

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Talk given by Seth McGinnis at the Pangeo Showcase seminar series on April 7, 2021.

[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.4670458.svg)](https://doi.org/10.5281/zenodo.4670458)

[![](https://canada1.discourse-cdn.com/flex030/uploads/pangeo/original/1X/1a17d3de585c4ac7f0724dd2e97ef2524cb93c81.jpeg "Parallel Analysis Using Pangeo vs the Command-Line") ](https://www.youtube.com/watch?v=SYg-kS1Mlxw)

#### Cite as

McGinnis, Seth. (2021). Parallel Analysis Using Pangeo vs the Command-Line. Zenodo. [Parallel Analysis Using Pangeo vs the Command-Line](http://doi.org/10.5281/zenodo.4670458)

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**Author:** ![rabernat](https://yyz2.discourse-cdn.com/flex030/user_avatar/discourse.pangeo.io/rabernat/32/22_2.png) [@rabernat](https://discourse.pangeo.io/u/rabernat)\
**Post date:** [April 8, 2021, 4:03pm UTC](https://discourse.pangeo.io/t/april-7-2021-parallel-analysis-using-pangeo-vs-the-command-line/1373/2 "2021-04-08T16:03:28Z")

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The notebook Seth presented is here: [na-cordex-zarr-jnb/freeze-thaw-day-calculation.ipynb at master · sethmcg/na-cordex-zarr-jnb · GitHub](https://github.com/sethmcg/na-cordex-zarr-jnb/blob/master/notebooks/na-cordex/freeze-thaw-day-calculation.ipynb)

and the cloud version of the data are here:

[https://registry.opendata.aws/ncar-na-cordex/](https://registry.opendata.aws/ncar-na-cordex/)