The data included various characteristics and qualities of the songs including the title of the song, name of the artist who created it, genre, release year, tempo (measured by Beats per Minute (BPM), and length. The dataset I used contained audio statistics from the top 2000 songs.

I’ll be looking into the audio characteristics of a small subset of songs that they call the top 2000 songs on Spotify. Currently, they have over 50 million songs on their platform. The company makes playlists of the top songs and artists that are being streamed on their platform and displays them on their streaming service, building collections of music. From pop music to crust punk, Spotify houses a variety of genres that satisfy the preferences of their consumers. This allows users to discover most artists and music across every genre, country and language.Spotify is one of the world’s most popular music streaming platforms.

The feature also allows the listener to get a look at the number of artists they listened to, their most played song of the year, and others over the year. This year marks Spotify's third edition of the wrap as they release users' listening habits over the course of the year 2021. Spotify has also added a feature to share Wrapped cards on numerous social media platforms.

The app also allowed the listeners to share their playlist with their friends or their follows by sharing the same on social media by clicking on the 'Share this story' button.

By clicking on the banner, listeners can view their customized playlist and statistics.

The playlist can also be viewed by simply searching 'Wrapped' in the search bar.

Tap on the 'Your 2021 Wrapped' banner that pops on the screen to access the playlist.

Top tracks spotify