mngdataclean 0.4.2

Text preprocessing package

Preprocess YourText

Preprocess YourText is a Python package for text preprocessing tasks, designed to simplify and streamline the process of cleaning and preparing text data for natural language processing (NLP) tasks.

Features

• HTML Tag Removal: Easily remove HTML tags from text data.
• URL Removal: Remove URLs from text data.
• Email Removal: Remove email addresses from text data.
• Special Character Removal: Remove special characters from text data.
• Accent Removal: Remove accents from characters in text data.
• Contractions Expansion: Expand contractions in text data (e.g., "don't" to "do not").
• Lemmatization: Lemmatize words in text data to their base form.
• Spelling Correction: Correct spelling mistakes in text data.

License

This project is licensed under the MIT License. See the LICENSE file for details.

Installation

You can install the package via pip:

pip install mngdataclean

## Usage
import mngdataclean as mdc

# Example usage:
text = "This is an example text with HTML tags <b>and URLs</b>."
clean_text = mdc.get_clean(text)
print(clean_text)

#output is 
This is an example text with HTML tags and URLs.