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website/blog/2022-12-15-tutorial.md

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title: Tutorial: Accessing the source-receptor matrices from AWS
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author: Xiao Ran
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title: "Tutorial: Accessing the source-receptor matrices from AWS"
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author: Xiao Ran, Chris Tessum
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authorURL: https://github.com/xiaor2
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Because not all users may be comfortable using command-line tools or shapefiles, we will demonstrate here how to use the [GeoPandas](http://geopandas.org/) library in the [Python](https://www.python.org/) scripting and programming language to interact with https://inmap.run, which will hopefully provide an additional level of convenience.
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If you prefer, a working [Jupyter notebook](https://jupyter.org/) version of this tutorial is available [here](https://github.com/xiaor2/inmap/tree/master/website/static/blog/2022-12-15-tutorial/sr_example.ipynb).
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If you prefer, a working [Jupyter notebook](https://jupyter.org/) version of this tutorial is available [here](https://github.com/spatialmodel/inmap/blob/master/website/static/blog/2022-12-15-tutorial/sr_example.ipynb).
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## Set up environment
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