A Machine Learning Framework: E-Commerce Retail Sales Forecasting with External Weather Features
Historical sales information was the primary predictive signal, while weather provided supplementary information, and an interpretable forecasting framework for daily-location sales revenue can support revenue-oriented forecasting and help assess the additional value of incorporating weather information.