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.