Hit prediction

Classify whether a song is a hit or flop.

Directory

• Flask App
• Notebooks
• Plots

Data

Spotify Hit Predictor

• Contains Spotify data from 1960-2019
• The data set was perfectly balance 50% hits and 50% flops

Conclusions

Using an ensemble method for my final model I built a web app hitpredictor-2020.herokuapp.com that takes in any song and will tell you based on my model predictions whether the song is a hit or a flop.

My Final Models Metric

accuracy score : 0.802