What is it?

It's a sentiment classifier of tweets.

It can predict:

• sentiment of tweet (negative | neutral | positive) and assign grade to it (from 1 to 5).
• topic of tweet (apple | google | microsoft | twitter).

Setup

Pipenv virtual environment is used here.

• install pipenv

pip install pipenv

• setup virtual env

pipenv install
pipenv shell

It's time to run it!

Run

It has a very simple command line interface:

python3 main.py

Also it can be executed in jupiter notebook with some reports and samples:

jupyter notebook main.ipynb