Predicting Popular Spotify Songs

Spotify Music Logo


Choosing a Data set

A portion of 2010’s data

Visualizing and Modeling Data Accurately

Choosing a Visualization Method

Code for the bar plot
BPM by year using bar graph: a poor visualization
Code for dot plot
BPM by year using bar graph: looks a little better but still lacks clarity
BPM by year using box and whiskers: much better

Choosing a Variable to Visualize

Song energy per year shows a slight downward trend

Hypothesis Testing

Code for p-value (There should be more code, but it was cut off)

Creating The Regression Model

Code for the linear regression


Code to find the closest distances to 64 energy level

Wrapping Up