CountVectorizer
===============

.. currentmodule:: sklearn.feature_extraction.text

.. autoclass:: CountVectorizer
   :members:
   :inherited-members:
   :special-members: __call__

.. minigallery:: sklearn.feature_extraction.text.CountVectorizer sklearn.feature_extraction.text.CountVectorizer.__delattr__ sklearn.feature_extraction.text.CountVectorizer.__dir__ sklearn.feature_extraction.text.CountVectorizer.__eq__ sklearn.feature_extraction.text.CountVectorizer.__format__ sklearn.feature_extraction.text.CountVectorizer.__ge__ sklearn.feature_extraction.text.CountVectorizer.__getattribute__ sklearn.feature_extraction.text.CountVectorizer.__getstate__ sklearn.feature_extraction.text.CountVectorizer.__gt__ sklearn.feature_extraction.text.CountVectorizer.__hash__ sklearn.feature_extraction.text.CountVectorizer.__init__ sklearn.feature_extraction.text.CountVectorizer.__init_subclass__ sklearn.feature_extraction.text.CountVectorizer.__le__ sklearn.feature_extraction.text.CountVectorizer.__lt__ sklearn.feature_extraction.text.CountVectorizer.__ne__ sklearn.feature_extraction.text.CountVectorizer.__new__ sklearn.feature_extraction.text.CountVectorizer.__reduce__ sklearn.feature_extraction.text.CountVectorizer.__reduce_ex__ sklearn.feature_extraction.text.CountVectorizer.__repr__ sklearn.feature_extraction.text.CountVectorizer.__setattr__ sklearn.feature_extraction.text.CountVectorizer.__setstate__ sklearn.feature_extraction.text.CountVectorizer.__sizeof__ sklearn.feature_extraction.text.CountVectorizer.__sklearn_clone__ sklearn.feature_extraction.text.CountVectorizer.__sklearn_tags__ sklearn.feature_extraction.text.CountVectorizer.__str__ sklearn.feature_extraction.text.CountVectorizer.__subclasshook__ sklearn.feature_extraction.text.CountVectorizer._build_request_for_signature sklearn.feature_extraction.text.CountVectorizer._char_ngrams sklearn.feature_extraction.text.CountVectorizer._char_wb_ngrams sklearn.feature_extraction.text.CountVectorizer._check_stop_words_consistency sklearn.feature_extraction.text.CountVectorizer._check_vocabulary sklearn.feature_extraction.text.CountVectorizer._count_vocab sklearn.feature_extraction.text.CountVectorizer._get_default_requests sklearn.feature_extraction.text.CountVectorizer._get_doc_link sklearn.feature_extraction.text.CountVectorizer._get_metadata_request sklearn.feature_extraction.text.CountVectorizer._get_param_names sklearn.feature_extraction.text.CountVectorizer._get_params_html sklearn.feature_extraction.text.CountVectorizer._html_repr sklearn.feature_extraction.text.CountVectorizer._limit_features sklearn.feature_extraction.text.CountVectorizer._repr_html_inner sklearn.feature_extraction.text.CountVectorizer._repr_mimebundle_ sklearn.feature_extraction.text.CountVectorizer._sort_features sklearn.feature_extraction.text.CountVectorizer._validate_ngram_range sklearn.feature_extraction.text.CountVectorizer._validate_params sklearn.feature_extraction.text.CountVectorizer._validate_vocabulary sklearn.feature_extraction.text.CountVectorizer._warn_for_unused_params sklearn.feature_extraction.text.CountVectorizer._word_ngrams sklearn.feature_extraction.text.CountVectorizer.build_analyzer sklearn.feature_extraction.text.CountVectorizer.build_preprocessor sklearn.feature_extraction.text.CountVectorizer.build_tokenizer sklearn.feature_extraction.text.CountVectorizer.decode sklearn.feature_extraction.text.CountVectorizer.fit sklearn.feature_extraction.text.CountVectorizer.fit_transform sklearn.feature_extraction.text.CountVectorizer.get_feature_names_out sklearn.feature_extraction.text.CountVectorizer.get_metadata_routing sklearn.feature_extraction.text.CountVectorizer.get_params sklearn.feature_extraction.text.CountVectorizer.get_stop_words sklearn.feature_extraction.text.CountVectorizer.inverse_transform sklearn.feature_extraction.text.CountVectorizer.set_params sklearn.feature_extraction.text.CountVectorizer.transform 
   :add-heading: Gallery examples
   :heading-level: -