def describe(self):
    ' Describes this Categorical\n\n        Returns\n        -------\n        description: `DataFrame`\n            A dataframe with frequency and counts by category.\n        '
    counts = self.value_counts(dropna=False)
    freqs = (counts / float(counts.sum()))
    from pandas.core.reshape.concat import concat
    result = concat([counts, freqs], axis=1)
    result.columns = ['counts', 'freqs']
    result.index.name = 'categories'
    return result
Describes this Categorical

Returns
-------
description: `DataFrame`
    A dataframe with frequency and counts by category.
def describe(self):
    ' Describes this Categorical\n\n        Returns\n        -------\n        description: `DataFrame`\n            A dataframe with frequency and counts by category.\n        '
    counts = self.value_counts(dropna=False)
    freqs = (counts / float(counts.sum()))
    from pandas.core.reshape.concat import concat
    result = concat([counts, freqs], axis=1)
    result.columns = ['counts', 'freqs']
    result.index.name = 'categories'
    return result