Scatter Chart - Power BI Custom Visual Key Features - xViz Scatter plots are used for correlation analysis between the X and Y variables and view patterns in large data sets, for example, by showing linear or non-linear trends or clusters. You can also add a third variable to the visual to color code the data points and assign a different shape for better visual identification.