preprocess-nlp-jp18 0.3

This is a text preprocessing package

Text Preprocessing Python Package

Installation from PyPi

You can install this package using pip as follows:

pip install preprocess_nlp_jp18

Installation from GitHub

You can install this package from GitHub as follows:

pip install git+https://github.com/jayesh1802/preprocess_nlp.git --upgrade --force-reinstall

Uninstall the Package

To uninstall the package, use the following command:

pip uninstall preprocess_nlp

Requirements

You need to install these python packages.

pip install spacy==3.7.6
python -m spacy download en_core_web_sm==3.7.1
pip install nltk==3.9.1
pip install beautifulsoup4==4.12.2
pip install textblob==0.18.0.post0

How to Use the Package

1. Basic Text Preprocessing

Lowercasing Text

import preprocess_nlp_jp18 as ps

text = "HELLO WORLD!"
processed_text = ps.to_lower_case(text)
print(processed_text)  # Output: hello world!

Expanding Contractions

import preprocess_nlp_jp18 as ps

text = "I'm learning NLP."
processed_text = ps.contraction_to_expansion(text)
print(processed_text)  # Output: I am learning NLP.

Removing Emails

import preprocess_nlp_jp18 as ps

text = "Contact me at [e-mail]"
processed_text = ps.remove_emails(text)
print(processed_text)  # Output: Contact me at