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T-swift dominates the Billboard Sizzling 100

 / T-Swift dominates the Billboard Sizzling 100

Taylor Swift launched her newest album “Dead nights” on the finish of October 2022 and for the week of November fifth, 2022 it held the entire Most sensible 10 spots at the Billboard Sizzling 100. This appeared rather spectacular however we concept it could make sense to visit the knowledge and spot simply how spectacular. Happily, there’s a Python package deal to drag information from the Billboard charts and the use of Domo’s Jupyter Pocket book integration we will simply pull that information into Domo (I can word that this paintings was once my first time writing python code from scratch by myself and I’m rather proud that I finished this paintings with just a bit little bit of code evaluate/revision from my staff). For this research, we pulled the Billboard Sizzling 100 songs by way of week again to 1982 so we now have 40 years of historical past. The Jupyter code for buying this information will also be discovered right here if you need to check out it your self.

Let’s get to that information. Now not unusually, that is the primary time a unmarried artist had all Most sensible 10 songs for a unmarried week as we will see within the under chart. Drake got here shut in September 2021 with 9 of the Most sensible 10 songs and seven for one week in July 2018. Curiously, if I alter the research to have a look at the Most sensible 20, each Taylor Swift and Drake had one week with 14 songs within the Most sensible 20 (shout out to the brand new Domo variables function which permits for this fast adjustment within the charts under) .

Perhaps one week is just too in need of a time-frame to inspect and I additionally puzzled if this focus of Most sensible 10 songs is a extra fashionable phenomenon of the streaming generation. The chart under displays the collection of artists with a undeniable collection of Most sensible 10 songs in a given yr (fairly than only one week). You’ll see that it is just in recent times that artists have had greater than 6 songs within the Most sensible 10 throughout a given yr (the primary time being in 2018). Previous to that it was once rather uncommon to have a couple of songs within the Most sensible 10 in 12 months.

You’ll proceed to discover the 40 years of Billboard information under the knowledge will replace weekly) and use the variables to regulate which metric or levels to inspect. One final attention-grabbing tidbit that surprised me just a little when having a look on the collection of distinctive songs at the Sizzling 100, essentially the most distinctive songs by way of an artist is going to the forged of Glee with 206 other songs showing at the Sizzling 100. Granted you have to argue those are covers of alternative artists however I nonetheless discovered that to be rather a wonder. Have a laugh exploring the knowledge.