Does anyone here analyse Home Automation data?

Hello

This forum seems to be mostly about the Jupyter tools, rather than the uses to which they are put.

I was hoping to find some folk that are using Python to do analysis of the data produced by IoT devices but I’m wondering if this isn’t the best place to look…

I’m new to both Python and Jupyter Notebook but learning fast. That said, it’s a huge topic and I’m trying to avoid rabbit-holes.

My ultimate goal is to:
a) Identify simple appliance activations from their power profile in an aggregated house power time-series database (1 second resolution)
b) Identify anomalies in behaviour from room presence detections, also in a time-series database

Can anyone maybe point me in the right direction?

Many thanks

Cheers
Vitchling

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