Scatter Plot

A scatter plot is a type of data visualization that shows the relationship between two continuous variables. Each point on the plot represents an individual data point, with its position determined by the values of the two variables.

• Identifying relationships between variables
• Detecting outliers in data
• Visualizing clusters or patterns in data
• Comparing different groups within a dataset

When interpreting a scatter plot, consider the following:

• Direction of the relationship (positive, negative, or no relationship)
• Strength of the relationship (how closely the points follow a pattern)
• Presence of outliers or unusual patterns
• Clusters or groupings of points

Scatter plots can be enhanced with additional dimensions of data:

• Color-coding points to represent a third variable
• Varying point size to represent a fourth variable
• Adding trend lines or curves to show overall patterns
• Using interactive features for exploring large datasets