Heatmaps help represent data in a tabular format and reveal patterns or trends within your data. Use heatmaps when the exact data values are not as important as depicting higher-level trends and relationships.
Scatter charts plot data with individual data points placed along the X and Y axes. They are useful for representing numerical data and showing clearly how data points cluster together in certain areas.