Science communication demands a multi-faceted approach to effectively convey complex information to diverse audiences. While textual content remains crucial, image-based narratives has emerged as a powerful tool to enhance understanding and engagement. Visual elements such as graphs, infographics, and animations have the unique ability to simplify