Every day, thousands of buses operate across Russia, transporting millions of passengers. Efficient public transport planning requires a clear understanding of **where and when** the demand for bus rides will be highest. In this competition, your task is to develop a **model to forecast bus travel demand**. Using historical data from **2021–2022**, participants must predict the **demand for the following month**. Accurate forecasts will help transportation companies to: * estimate route loads in advance, * optimize schedules and fleet sizes, * prepare the necessary equipment and personnel.