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Wine Recommendation


Dashboard allows you to find the top 5 similar wines based on their characteristics.

The data on the wines is scraped from VinePair. There are about 1800 wines to choose from.

You can access the app here: https://wine-recommendation-app.herokuapp.com/

Getting Started

Running the app locally

We suggest you to create a separate virtual environment running Python 3 for this app, and install all of the required dependencies there. Run in Terminal/Command Prompt:

git clone https://github.com/shroffp05/wine-recommendation.git
python3 -m virtualenv venv

In UNIX system:

source venv/bin/activate

In Windows:

venv\Scripts\activate 

To install all the required packages to this environment, simply run:

pip install -r requirements.txt 

and all the required pip packages will be installed, and the app will be able to run.

To run the app:

python app.py 

Dashboard: Alt text

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