texthero.preprocessing.clean¶

clean(s: pandas.core.series.Series, pipeline=None) → pandas.core.series.Series¶

Pre-process a text-based Pandas Series.

Default pipeline:

1. texthero.preprocessing.fillna()

2. texthero.preprocessing.lowercase()

3. texthero.preprocessing.remove_digits()

4. texthero.preprocessing.remove_punctuation()

5. texthero.preprocessing.remove_diacritics()

6. texthero.preprocessing.remove_stopwords()

7. texthero.preprocessing.remove_whitespace()