So I recently started using Gentler Streak for tracking workouts and this post made me check to see if that app has a shoveling option. To my surprise, it does!

https://preview.redd.it/62gd97gyrp1c1.jpeg?width=410&format=pjpg&auto=webp&s=91f81b6ae0f79c911129e020e63986e982c03f15

I’m in the northeast and it can vary. You can use https://www.forecastadvisor.com and plug in your ZIP to see which source has been the most accurate both recently and historically.

It’s very reliable as it has multiple weather data sources and you can select the one that is/has been the most accurate for your area.