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RSEConUK 2019 has ended
The Fourth Conference of Research Software Engineering was held at the University of Birmingham.

Content from all sessions is licensed under a Creative Commons Attribution 2.0 UK: England & Wales License.
Wednesday, September 18 • 16:00 - 16:25
#5C2 - Tools and Case Studies - Air Quality & Python: Developing Online Analysis Tools

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Poor surface air quality has a range of implications for human health and the economy. Analysing and interpreting the incoming data streams from air quality measurement stations is critical for tackling the problem and for developing early warning systems. I am using Python to develop a set of online analysis tools (ukatmos.org) to enable the public to quickly and easily plot air quality data in many ways, effectively freeing up information that is already publicly available but in awkward formats and often involves development of code. We anticipate these tools will also support data science classes at school, and can speed up scientific research by minimizing effort in repeating analyses.

The tools integrate numerous Python libraries (e.g. Pandas and NumPy), the Django web framework, the Plot.ly tools for creating interactive graphs, and SQL to address the large data volumes. Developing these Python tools in an adaptive and scalable way allows it to grow as more data become available, e.g. satellite observations. Adaptability also includes evolving user requirements. This talk will follow the processes I went through developing these tools and show a working example of the project so far.

Speakers
avatar for Douglas Finch

Douglas Finch

Postdoc Research Associate, University of Edinburgh



Wednesday September 18, 2019 16:00 - 16:25
1. Bramall - Elgar Concert Hall Aston Webb Building