Scatter charts are great for visualizing deviation, distribution, magnitude, and correlation using multiple values. Where I would not use scatter charts in Sigma is when the goal is to describe a process flow, display rankings, show part-to-whole, or highlight change over time (connected scatter plots are not currently available in Sigma).