TextRecastΒΆ

TextRecast is a wrapper function for Recast classes.

text : string / list of strings / pandas.core.series.Series **kwargs

  • url

  • mention

  • emoji

  • hashtag

  • token

  • number

ntextstring / list of strings

Processed text

>>> { urlRecast = {'process': 'extract_remove'},
>>>   htmlRecast = True,
>>>   EscapeSequenceRecast = True,
>>>   MentionRecast = {'process': 'extract_remove'},
>>>   ContractionsRecast = True,
>>>   CaseRecast = {'process': 'lower'},
>>>   EmojiRecast = {'process': 'extract_remove', 'space_out': False},
>>>   HashtagRecast = {'process': 'extract_remove'},
>>>   ShortWordsRecast = {'min_length': 3},
>>>   StopWordsRecast = {'package': 'nltk', 'space_out': None},
>>>   NumberRecast = {'process': 'remove', 'seperator': None},
>>>   AlphabetRecast = {'process': 'all'},
>>>   PunctuationRecast = True,
>>>   StemmingRecast = {'package': 'nltk', 'method': 'porter'},
>>>   LemmatizationRecast = {'package':'nltk'},
>>>   TokenisationRecast = {'package': 'nltk', 'method': 'sentence' }
LemmatizationRecast Examples