Sentiment Analysis with Python

sentiment analysis

I have created a sample python code to show sentiment analyis and language processing.

Features

This is a sample project with the features below:

  • Dockerfile and docker-compose for easy deploy and test
  • Using Tornado web server
  • Using SQLAlchemy ORM
  • Have a sngle page to submit a URL
  • Makes sentiment analysis of the submitted URL by using wit.ai
  • Also counts all the words after cleaning stop words with nltk library
  • Displays a word cloud according to number of frequency for top 100 words
  • The words are saved to database using asymmetrical encryption
  • The urls are also saved to database with sentiment result
  • Has an admin page to display the words and urls in database
  • In frontend uses Bootstrap4
  • For tables in admin page uses Datatables

github link: https://github.com/fuatu/sentiment-analysis 

sentiment analysis

sentiment analysis

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