CODEWITHSUNDEEP
pythonnlpspell-checking
Rakshit RATAN
Rakshit RATAN

Reputation: 13

Is there any way in python to auto-correct spelling mistake in multiple rows of an excel files of a single column?

I am working on the Sentiment Analysis for a college project. I have an excel file with a "column" named "comments" and it has "1000 rows". The sentences in these rows have spelling mistakes and for the analysis, I need to have them corrected. I don't know how to process this so that I get and column with correct sentences using python code.

All the methods I found were correcting spelling mistakes of a word not sentence and not on the column level with 100s of rows.

Upvotes: 1

Views: 3332

Answers (1)

qaiser
qaiser

Reputation: 2868

you can use Spellchecker for doing your stuff

import pandas as pd
from spellchecker import SpellChecker

spell  = SpellChecker()

df = pd.DataFrame(['hooww good mrning playing fotball studyiing hard'], columns = ['text'])

def spell_check(x):
    correct_word = []
    mispelled_word = x.split()
    for word in mispelled_word:
        correct_word.append(spell.correction(word))
    return ' '.join(correct_word)


df['spell_corrected_sentence'] = df['text'].apply(lambda x: spell_check(x))

enter image description here

Upvotes: 0

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