To Find Mis-Spelled Word In A List

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Requirement :

  • Before making data available to wider audience its always better to add a check for the key columns to ensure that the spelling is correct.
  • In case if any word is wrongly spelled, then there should be one option to get the correct spelling for the same.

 

Mandatory library needed for this operation:

  • It is important to check the spelling while text processing and analysis. The python package pyspellchecker provides us this feature to find the words that may have been mis-spelled and also suggest the possible corrections.

Code :

First we need to install pyspellchecker  using following command.

%sh

pip install pyspellchecker 

 

and then run the following code in next cell.

from spellchecker import SpellChecker
spell = SpellChecker()

 

Now, pass the words like

misspelled = spell.unknown(['something', 'is', 'hapenning', 'here'])

 

Code :

To find the correction for the mis-spelled word :

for word in misspelled:
# Get the one `most likely` answer
    print(spell.correction(word))

Output :

 

 

Code :

To find the most likely or suggested word for the mis-spelled word :

# Get a list of `likely` options

print("Likely word for",word ,"is ",spell.candidates(word))

Output :

 

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