Introduction to Data Science Group Project

Cork Sniffer

Wine recommendation system using machine learning.

Team members

• @joonarafael
• @filippahognasbacka
• @aarekr

Get Started

Create a virtual environment and install the dependencies.

python -m venv venv
source venv/bin/activate
pip install -r requirements.txt

To check outdated dependencies, run:

pip-review

To update outdated dependencies, run:

pip-review --local --interactive

To start the web app, run (in chat-app folder):

flask run

Source Data

Wine data is fetched from Label Your Data. Raw file: winemag-data-130k-v2.csv

Wine food pairing data is fetched from Wolfram Wine Food Pairing by installing the Wolfram language.

Demo Video

Data Science 2025 demo video Cork Sniffer