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Show popular songs popularity over each decade
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Compare popular and unpopular songs in each different subclass, loudness, danceability, energy, instrumentalness, acousticness, valence, speechiness, tempo, key and liveness
This first plot shows the inevitable rise of popularity in the past decade
This plot shows every song in each year side by side comparison
This plot shows the number 1 song each year and shows the overall positive growth in the more recent years
The code for this is split into two R Markdown files:
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set_up_data.Rmd gets the data from Spotify, cleans it and preps it for analysis.
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plot_data.Rmd Takes the data from set_up_data.Rmd and plots it.
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data This folder has the data that is from spotify and that has been cleaned.
The results of this analysis is that I found that song popularities do increase through out the 90s on into the 2000s I also found that theres no difference in each subclass so that means that unpopular songs try to copy or remix popular tracks