starkblaze01 / Sentiment-Analyzer

Model for Sentiment Analysis using Naive Bayes and CNN, and implementation of Model on Tweets and Web Application using React

Sentiment-Analyzer

How to Run

For Model Training

• Install Jupyter Notebook
• Run GenericSentimentAnalyzer.ipynb for Model Training step by step on jupyter.
• Run SentimentAnalyzer.py to collect tweets on Samsung.(Make sure you have Twitter Developers Account and twitter api credentials).
• Run SamsungTweetsAnalysis.ipynb for using Trained model for Tweets on jupyter.

For running Web Application

Steps:-

• Navigate to Web Application folder.
• Run yarn install
• Open two terminals and run npm start in Web application folder and run python server.py in kanjo-server folder to start front-end and back-end.

Web Application using Naive Bayes Model

Positive:

Negative:

Web Application using CNN Model

Positive:

Negative:

Alternate Repositories:

• Model Training
• Web Application

Team-Members

• Mayank Pathela
• Vaaibhavi Singh
• Anshuman Verma
• 😃