Coral bleaching caused by high ocean temperatures threatens marine biodiversity and coastal communities. This spreadsheet simulation uses cluster analysis of reef temperature and location data to assess bleaching risk. Users are guided step-by-step through visualizing and interpreting k-means clustering results, with built-in feedback to support learners who get stuck. Familiarity with data organization and basic statistical methods is beneficial.