AirBnB-Optimal-Price

Our Product Vision Here

What our app does

Our Airbnb app will return the optimal price for listings based on specific features such as location, property type, review rating score, host verification, bedrooms/bathrooms, amenities, accommodations, etc. It solves the problem by predicting how certain features affect the price of a listing.

How To Run Our Model

1. cd into the AirBnB-Optimal-Price directory
2. pipenv install to install the virtual environment
3. pipenv shell to activate the virtual environment
4. python run.py to launch the application
5. Copy the url provided and paste into your browser
6. Enjoy

Dependent Packages

• Dash-Documentation Attached
• Dash-bootstrap-components-Documentation Attached
• Gunicorn-Documentation Attached
• Plotly-Documentation Attached
• Pandas-Documentation Attached
• Colorama-Documentation Attached
• Tensor-flow-cpu-Documentation Attached
• Python_version = 3.9 -Documentation Attached

Contribute to our app by:

1. Forking this repository.
2. Create a branch: git checkout -b <branch_name>.
3. Make your changes and commit them: git commit -m '<commit_message>'
4. Push to the original branch: git push origin <project_name>/
5. Create the pull request.

Alternatively see the GitHub documentation on creating a pull request.

CONTRIBUTORS

• @andrewlee977
• @JAaron93
• @iknight7000