Description: Quantitative risk visualization refers to the graphical representation of risk assessments that allow decision-makers to better understand the magnitude and likelihood of various risks. This technique uses charts, diagrams, and other visual elements to transform complex data into accessible and understandable information. Its primary goal is to facilitate the identification of patterns, trends, and relationships in the data, helping analysts and managers make informed decisions. Visualizations can include scatter plots, heat maps, tree diagrams, and other formats that allow for quick and effective interpretation of information. In various environments, quantitative risk visualization is crucial for risk management, as it enables organizations to assess and prioritize potential risks, thereby optimizing their mitigation strategies. Furthermore, this practice has become increasingly relevant in a world where data is abundant, and the ability to analyze it effectively is fundamental to organizational success.