Scatter Plot

A scatter plot displays individual data points on a two-dimensional plane, revealing correlations, clusters, and outliers. Each point represents one observation plotted by its X and Y values.

Best for

  • Revealing correlation or relationships between two variables
  • Identifying clusters, gaps, and outliers in data
  • Exploring large data sets for patterns

Avoid when

  • You have categorical data on both axes — use a grouped bar chart
  • There are too many overlapping points — consider a density plot
  • You need to show change over time — use a line chart
Alternatives: Bubble Chart , Line Chart