Discovering and visualizing songs with similar trends on the British Top 40 Charts from 1990 to 2014

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I often wondered what is an average lifetime of a pop song on the charts. If one follows music, it becomes intuitively apparent that there are in fact several types of hits. Some stay on the charts for many weeks, and others barely make it, then immediately slip out. So I set about discovering groups of songs with similar trends, as they moved on weekly British Top 40 Chart from

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