A scatter plot is designed to display the relationship between two numerical variables by plotting their values along two axes; using it for categorical data would not effectively convey any meaningful relationships, as categorical data typically represent distinct categories rather than continuous values. As a result, alternative visualizations, like bar charts or pie charts, are more appropriate for representing categorical data.
And one to two sentences explain why one cannot use a scatter plot for categorical data
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