According to Billboard, Streaming remains the most dominant factor on the Hot100 chart, followed by radio airplay and digital sales in descending order of significance.The Hot 100 is one of Billboard's music charts, focused on music singles.Note that for each tab I filtered by sum(Minutes Played) ≥ 2, to weed out songs that I’ve never fully listened to this year (i.e. Songs: sorted high to low based on how they score on the selected audio feature color represents how many minutes played (blue = low, red = high).Artists: sorted high to low based on how the songs I listen to by that artist score on the selected audio feature color represents how many minutes played (blue = low, red = high).Most Played Artists: bubble chart where size of circle indicates minutes played, while color represents how the songs I listen to by that artist score on the selected audio feature (blue = low, red = high).of Audio Features: displays the average (weighted by minutes played) of each audio feature note, when the dashboard is filtered, this average will recalculate Played: scatterplot of each song’s minutes played vs. They are all linked and can therefore filter each other down for better data exploration! Step 7: Create Visualizationsĭownload the dashboard to see how I created the visualizations below.
You’ll then want to click your newly created parameter and select “Show Parameter” so that you can toggle between the variables and show the results in the same graph. New calculated field: “Audio Feature” (Image by Author). I can now see which songs in my library score highest/lowest on these metrics, as well as how my most-played songs & artists fall on the spectrum. But I was curious what songs within my own library would be considered “danceable.”įortunately, after downloading my library from Spotify I was able to use Spotify’s API to pull a number of audio features about each song: Danceability, Energy, Instrumentalness, Popularity, Speechiness, and Tempo.
I landed on this Guardians of the Galaxy playlist, which was definitely a crowd pleaser. I knew this meant no Lana Del Rey, but beyond that I wasn’t sure. The criteria? “Something I can dance to,” according to my mom. This summer, I was tasked with picking the music for a 12 hour car ride with my 66-year-old father, 62-year-old mother, 13-year-old dog, and 4-year-old nephew. This morning I looked at the “ Sad Girl Starter Pack” playlist on Spotify and thought “wow these songs are all bops!” Needless to say, I am not the best person to ask to DJ a party. I have frequently exercised while listening to Phoebe Bridgers. The most fun I’ve ever had dancing on a night out was when I went to an Indie Night on a Tuesday in London in 2015. An absolute crime it’s not #1 (Image by Author). Dashboard filtered by “Danceability” - just out of view in the bottom right chart is Fergalicious taking the 9th slot.
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