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This is what I am using for this exact purpose: https://github.com/jomjol/AI-on-the-edge-device
If anyone is interested in having this type of real-time usage data for their own own home, I highly recommend IoTaWatt: https://iotawatt.com
It's a completely local energy monitor that you can install into your home's circuit breaker panel, and then view dashboards or read data via an API from a local web server running on-device. You choose how many sensors you want, but you can monitor your whole home as well as individual circuits.
For example, I track and trigger automations when my various appliances (laundry, dishwasher, microwave, etc) start/stop. It's very cool. Just be warned that it does require some research, basic understanding of electricity, and comfort working with high voltage mains connections if you plan to DIY it but I found it approachable and easy to setup.
What it looks like: https://i.ibb.co/qBVmBD1/IMG-1595.jpg
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