Generally, Pecan needs at least 6 months of event-based data with over a thousand daily events (e.g., purchases, registrations, active users, etc.). To make predictions further into the future, it helps to have more data from the past. For example, if you want to predict what will happen a year from now, we recommend at least 16 months of historical data.