TextPreProcessing

Python package for preprocessing text for NLP models

INSTALLATION

Download PyPi Package , or

$ pip install text-ppf

To upgrade:

$ pip install text-ppf --upgrade

WHAT IT DOES

An all-in-one function which,

• Removes punctuation
• Splits the text into a list of words
• Removes stopwords
• Makes each word lowercase
• Lemmatizes each word

USAGE

text_ppf

import pandas as pd
from text_ppf import text_ppf

#LOADING DATASET
df = pd.read_csv('filename.csv')
# print(df.head)

dfNew = df['heading'].apply(text_ppf.clean_up)
print(dfNew)