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What does it mean to bin numerical data? When should we use this technique?

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Binning is a technique used to group together numerical data into “bins” or categories. This can be useful when we want to group data together for analysis, or when we want to reduce the amount of data points in a dataset. However, we need to be careful when binning data, as it can sometimes lead to information loss.

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