The TextRefine class provides a set of methods for text preprocessing and cleaning.
Project description
TextRefine
TextRefine - A Comprehensive Text Cleaning Tool
TextRefine is a powerful Python class designed for text preprocessing and cleaning tasks. It provides a variety of methods to remove unwanted elements from text, making it ideal for use in natural language processing (NLP) and data cleaning projects.
Features:
- Removes emails, URLs, and phone numbers.
- Cleans text by removing spaces, symbols, and special characters.
- Handles mentions, HTML tags, and non-ASCII characters.
- Supports removing emojis and duplicates in a case-insensitive manner.
- Removes stopwords for better text clarity.
Usage:
TextRefine is easy to use and supports customizable text refinement with minimal setup. Simply initialize the class with your text and apply the desired cleaning methods.
Installation
pip install TextRefine
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