Data collection is a critical step in the forecasting process. Reliable data can be obtained from various sources, including healthcare facilities, public health surveillance systems, and research studies. Geographical Information Systems (GIS) are also used to collect spatial data, which can be instrumental in understanding the spread of a disease.