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Brainstorming a bit, I think wiring up InfluxDB, Grafana plus some convenient way of inputting all those data sources sounds ideal. As a time series database, keeping track of how data evolves over time is InfluxDB's whole thing, Grafana or similar would be for visualizing said data. I guess the complicated part would be getting your data sources to write to it in a convenient way, not sure if there's a generic enough project out there already.
Looking around a bit, not too dissimilar to what this blog post has done.
Thanks for the suggestions. At a quick glance, grafana looks to be perfect for the visualization aspect (at least in terms of capabilities). Glad to see there are free utilities for that and I might not have to resort to chicken scratch html/pyplot :-) I have yet to dig into influxDB still...