Bar plots can become messy and cluttered with many categories, making it difficult to interpret the data. Bubble charts provide a better alternative as they reduce clutter and make it easier to find and interpret data points. They can be used as an alternative to bar plots when dealing with a large number of categories.

2m read time From blog.dailydoseofds.com
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