As far as I know, the weather apps don't show past weather because the public is mainly concerned with current weather or forecast. They don't want to see historical data not unless it is needed in some sort of legal case. I tried to find such information but the only source I found was Meteostat. This is an open platform that provides free access to historical weather and climate data. I'm not sure it is still available, though.
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RE: Weather maps history