Data compression in epidemiology is essential due to the sheer volume of data generated from surveillance systems, clinical trials, and observational studies. Compressing data helps in managing storage requirements, reducing costs, and speeding up data transmission. However, the challenge lies in ensuring that the compressed data retains its integrity and usefulness.