Propensity Network Learning (PNL), a powerful framework, empowers us to leverage the potential of data for forecasting purposes. This manual aims to provide a comprehensive exploration of PNL, illuminating its fundamental concepts, applications, and consequences. Novices to the field will find this guide highly advantageous. We'll explor