In the healthcare setting, data quality is paramount. Errors in handling patient information can compromise their health. Physicians rely on accurate, precise, and reliable data to formulate a convincing diagnosis. While in public health, data quality serves a purpose on ensuring relevant and timely data is monitored to prevent disease outbreaks and promote effective preventive measures for health wellness