Real time compression refers to the ability to rapidly gather, analyze, and interpret epidemiological data as it is collected. This process is critical for timely decision-making, especially during infectious disease outbreaks or public health emergencies. By compressing the time between data collection and actionable insights, epidemiologists can implement interventions more swiftly, potentially reducing morbidity and mortality.