Data visualization in science transforms complex data sets into visual representations, such as graphs, maps, and tables. Effective data visualization reveals meaningful insights and identifies patterns, increasing accountability and interpretability. The use of data visualization facilitates communication among researchers, scientists, and stakeholders. Data visualization enables efficient analysis, decision-making, and knowledge dissemination within and beyond the scientific community.