Spotify Playlist Feature Analysis

Overview

I love Los Angeles. Even though I was only there for 3 years due to Covid, for me it will always hold a special place in my heart, being the place that taught me agency, and gave me so much love. So I decided to see if songs about Los Angeles echo my sentiment about the city. I developed a Python script that uses the Spotify API to download information about songs from any specified playlist. Here, I made a playlist of 100 songs which have Los Angeles, or LA in the name. It then organizes the data into a pandas DataFrame, displaying details such as song name, album, artist, popularity, and various audio features. Finally, it creates a scatter plot using seaborn to visualize the danceability, energy, and valence of a subset of songs from the playlist.