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django-sentiment-analysis-application's Introduction

Django-Sentiment-Analysis-Application

Description

This application calculates the sentiment of given text and yelp reviews on a 1-5 scale (very bad - very good).

Score Sentiment
1 very bad
2 bad
3 meh
4 good
5 very good

Features

  • Calculating sentiment
  • Calculating sentiment of Yelp reviews with a given URL
  • Sentiment chart for Yelp reviews
  • Different forms of displaying data
  • Simple and responsive design
  • Navigation menu

Examples

Even if there are words like funny and witty, the overall structure is a negative type.

image

Similar to the last example, even though the words enjoy and sweet are usually considered positive, the overall structure is a negative type.

image

Sentiments on a yelp review

image

More compact table view

image

Chart

image

Set up

Follow this, basically clone this and change the SECRET_KEY and install required libraries

pip install -r requirements.txt

installing torch might be different depending on your OS etc. so go here for the command.

Then run this in the same folder where manage.py is and go to http://127.0.0.1:8000/

python manage.py runserver

django-sentiment-analysis-application's People

Contributors

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