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Data analysis on the data provided by the adruino-air-state-server and async-httpd-data-collector.

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air-quality-data-analysis

Jupyter notebooks containing a wide array of various analysis techniques on the data provided by arduino-air-state-server and async-httpd-data-collector as database interface.

In the analysis_notebook.zip package there are some large heatmaps(considerable size, that's why archive is added) and other types of graphs. In the prediction.ipynb, however, there is some experimentation with SARIMAX model and forecasting future parameters on a pretty small dataset, due to the lack of computational power.

It was part of a university project, so I used plotly for interactive graphs.

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Data analysis on the data provided by the adruino-air-state-server and async-httpd-data-collector.

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