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Showing content from https://github.com/pandas-dev/pandas/issues/8559 below:

Zero counts in Series.value_counts for categoricals · Issue #8559 · pandas-dev/pandas · GitHub

Series.value_counts() also shows categories with count 0.

Thought this would be a bug but according to doc it is intentional.

This makes the output of value_counts inconsistent when switching between category and non-category dtype. Apart from that it blows up the value_counts output for series with many categories.

I would prefer to hide counts (i.e. zero) for non-occuring categories by default and rather consider a parameter dropzero=True similar to dropna (see also #5569).

quantumds, codenigma1 and cbarecodenigma1


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