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john-s-lin/hit-song-classifier

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hit-song-classifier

Using classification to predict song rankings from the Million Song Dataset and Spotify

Codeowners @GitHub
John Lin @john-s-lin
Sephora Maltais @SephoraM
Steven Markandu @smarkandu
William Chittavong @William-Chittavong

Rules

The main branch is locked from modification. Please create a branch off main to add your changes and make a PR to main in order to merge your changes.

Trunk-based development

Due to its simplicity and the fact that we don't have to deliver "big" features, we will be using trunk-based development. This means small features and PRs are made directly to the main branch.

Branch naming convention

Branch names should preferably be as follows: <name>/your_task_for_the_project. For example, if John is adding a decision tree model, his branch would be called:

john/add_decision_tree

Making a Pull Request (PR)

Once you are satisfied with your changes, you may make a pull request to merge your changes to main. Your changes can only be merged when at least one other member approves your PR.

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Classifying Billboard Hot 100 song rankings using ETL and ML in Apache Spark and Dask.

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