StemmingRecast

Recast text data by performing stemming on it.

package: string (‘nltk’, ‘extract’, ‘extract_remove’), default=’nltk’ method: string (‘porter’, ‘snowball’) verbose: int (0, 1, -1), default=0

>>> # method='porter'
>>> from swachhdata.text import StemmingRecast
>>> text = 'You can have a look at our catalogue at www.samplewebsite.com in the services tab'
>>> rec = StemmingRecast(method='porter')
>>> rec.setup(text)
>>> rec.recast()
'you can have a look at our catalogu at www.samplewebsite.com in the servic tab'
>>> # OR
>>> rec.setup_recast(text)
'you can have a look at our catalogu at www.samplewebsite.com in the servic tab'
>>>
>>> # method='snowball'
>>> from swachhdata.text import StemmingRecast
>>> text = 'You can have a look at our catalogue at www.samplewebsite.com in the services tab'
>>> rec = StemmingRecast(method='snowball')
>>> rec.setup(text)
>>> rec.recast()
'you can have a look at our catalogu at www.samplewebsite.com in the servic tab'
>>> # OR
>>> rec.setup_recast(text)
'you can have a look at our catalogu at www.samplewebsite.com in the servic tab'

TokenisationRecast LemmatizationRecast