Web App [added in 2020]

Created a webapp using streamlit, has the same features as the desktop app, the app is hosted on heroku.

Url : https://nlpallinone.herokuapp.com/ there are some bugs in the webapps which will be fixed shortly.

NLP-APP

A simple python app made with kivy that combines all the basic nlp preprocessing need to start with nlp task.

pre-prequisites

install kivy https://kivy.org/doc/stable/installation/installation-windows.html

install nltk using pip install nltk

install sklearn using pip install sklearn

install pandas

install pickle

To run the application enter the below command in the terminal

python mini_nlp_1.py

Note the extended stopwords are taken form : https://github.com/6/stopwords-json (english)

Along with that it has filters to remove punctuations. code is given below input = re.sub('[!@#$%^&*()\n_:><?-.{}|+-,;""``~`—]|[0-9]|/|=|[]|[[]]',' ',input) input = re.sub('[“’']','',input)


Note :- due to some problems with PyInstaller failing in importing nltk_data i could not create the .exe file

A Quick User Guide

STEP 1

Remember that if label is kept None The exported file wont contain the label column

STEP 2

STEP 3

Settings Screen

this screen allows one to play around with the different settings and see what happend when different settings are applied.

Feature work: 1 improve the user interface 2 add more features any suggestions are welcomed in the comments 3 create .exe file in the feature 4 create a exportable file for muli col files