Rainful allows users to explore historical precipitation patterns at weather stations’ locations within in the US.
Users input either a location name or coordinate point and the backend will find the nearest Surface Weather Observation Stations (ASOS/AWOS), pull the entire historical precipitation records, and display a few charts related to the location’s precipitation patterns.
I will be using:
pandas for data processing
panel for frontend
hvplot for plots
The following pages will demonstrate how I go about it implementing this.