# Jupyter Interface to AQS

**URL:** <https://forum.cmascenter.org/t/jupyter-interface-to-aqs/2760>\
**Category:** PYTHON\
**Created:** [October 29, 2021, 6:52pm UTC](https://forum.cmascenter.org/t/jupyter-interface-to-aqs/2760 "2021-10-29T18:52:34Z")\
**Posts on this page:** 1\
**Page:** 1

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**Author:** ![barronh](https://avatars.discourse-cdn.com/v4/letter/b/85e7bf/32.png) [@barronh](https://forum.cmascenter.org/u/barronh)\
**Post date:** [October 29, 2021, 6:52pm UTC](https://forum.cmascenter.org/t/jupyter-interface-to-aqs/2760/1 "2021-10-29T18:52:34Z")

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The Jupyter Notebook linked below shows how to programmatically download AQS data using python. This can obviously be coupled with CMAQ or CAMx data for evaluation.

[https://gist.github.com/barronh/ce818df08c6efb0356859698e545e4e8](https://gist.github.com/barronh/ce818df08c6efb0356859698e545e4e8)