A scatter plot is a graph that displays individual data points on an X and Y axis, helping visualize the relationship between two numerical variables. Each dot represents a single data record.
Scatter plots are used to identify correlations, clusters, and outliers in data sets.
When to Use a Scatter Plot
- Explore relationships between variables (e.g., age vs. income)
- Identify patterns, clusters, or outliers
- Analyze distributions and variable independence
Best Practices
- Limit overlapping points with transparency or jittering
- Use color or size for a third dimension if needed
- Label axes clearly to show variable context
Scatter Plots in ClicData
- Create scatter plots with customizable axes and point colors
- Highlight clusters with conditional formatting or filters
- Layer metrics such as trend lines or confidence intervals