Tweet Analyzer

This repository contain source code for tweet analyzing tool created using Flask and Twitter API

Directory Structure

The important files and directories of the repository

├── app.py : flask app
├── analyzer.py : predict result using NLP models
├── twitter_scraper.py : scrape realtime tweets using twitter API
├── tweepy_streamer.py : scrape realtime tweets using tweepy library
├── test.py : unit testing
├── model :
    ├── NLP models (in .pkl format) 
├── templates :                  
    ├── index.html
    ├── show.html
    ├── base.html

The source code of the trained models can be found here

Getting started

Run these commands in terminal/command promt:

git clone https://github.com/AnuttharadeSilva/t_analyzer
cd t_analyzer
py -3 -m venv venv
venv\Scripts\activate
pip install -r requirements.txt
flask run

Navigate to http://localhost:5000/

Sentiment analysis models

https://github.com/AnuttharadeSilva/tweet_analyzer_model