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I'm not sure that you really need special software for this. Anything that can consume an API and produce graphs should be able to do it.
Guess I am making this in excel now.
To be clear, I mean something with a user interface that combines multiple aspects of the weather and lets you change the date range by scrolling.
I have not found one of those.
Have you checked grafana? Here is a related tutorial: https://ibug.io/blog/2024/01/weather-forecast-with-grafana/
Yes grafana does seem like a good framework for building such a thing. But has anyone done it ? It is quite a lot to learn so I'm curious to see if someone has made one of these self-hosted meteo application already.
Yes that's a pretty normal graph feature for any dataviz application.