In which situations would you prefer a heatmap over a scatter plot?
- When dealing with a single variable
- When the data is non-numeric
- When visualizing a time series
- When visualizing the correlation between multiple variables
You would prefer a heatmap over a scatter plot when visualizing the correlation between multiple variables. A heatmap can visualize any number of variables at once and is particularly effective when the dataset contains many variables.
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