You can use this model to predict the sentiment of movie comments. The result which will be demonstrated in a dashboard is either 'Positive' or 'Negative'.

If you want to run dashboard locally and you are not familliar with docker, follow instrunctions below:

First, it is recommended to create an isolated environment with :

conda create --name YOUR_ENV_NAME 

Second, you need to install packages using :

conda install pip
pip install -r requirements.txt

Then, you need to run model.py :

python model.py

This will produce model pickle file.

Finally, you can run the dashboard using streamlit command :

streamlit run app.py

However, if you are familliar with docker, you can use the dockerfile.

First, you need to run model.py file:

python model.py

Then you just need to build an image using dockerfile and run it through:

docker build -t dashboard:v.1 .
docker run -d -p 8501 dashboard:v.1

I hope you enjoy running this dashboard. Good Luck! ai24-7