prasanthg3/cleantext
An open-source package for python to clean raw text data
This tool helps data analysts, researchers, and anyone working with text prepare messy input for analysis. It takes raw, unstructured text – like social media posts, customer reviews, or survey responses – and standardizes it by removing noise like extra spaces, numbers, punctuation, and common words. The output is clean, consistent text, or a list of processed words, ready for tasks like sentiment analysis or topic modeling.
Used by 1 other package. No commits in the last 6 months. Available on PyPI.
Use this if you need to standardize and refine raw text data to improve the accuracy of your text analysis, search functions, or machine learning models.
Not ideal if your workflow primarily involves structured data like spreadsheets or databases, or if you need to preserve every character and nuance of the original text.
Stars
75
Forks
11
Language
Python
License
MIT
Category
Last pushed
Aug 08, 2023
Commits (30d)
0
Dependencies
1
Reverse dependents
1
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