SpotifySongPopularity

This repository was created for academic purposes and the project is in active development. The goal of this project is to design a model for predicting song popularity.

Final Report

The final report of the project can be read here.

Running instruction

Installing Dependencies:

Using pip

If using pip run pip install requirements.txt -r

To install all dependencies

Using conda

If using conda for dependencies, run the following command to create your environment with the required dependencies:

conda env create -f environment.yml

If you install new dependencies, run the following command to update environment.yml:

conda env export > environment.yml

Running the jupyter notebook again

To run the code, you can re-run the jupyter notebook called main.ipynb, in teh src folder.

Test results and performance of the model

Contributors

• beatrospeed
• oliver-austin
• allisonchristensen
• M4TTRX
• jen7mal