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But as well WALLS stands for “We Are Like Love Songs” accounting still for 5 syllables but I guess “officially” the trend was over. As a side note the song WALLS gives title to the album and in fact broke their concept of 5 syllables album title, which prevailed during their first 6 records.
Kings of leon use somebody lyrics meaning trial#
I grouped similar songs together and found the words that the groupings were based on.Īfter testing different numbers of clusters, I found that 7 clusters worked reasonably well in providing meaningful clusters.īecause clusters aren't completely stable, I ran the clustering program 5 times and compared the outputted clusters from each trial against each other.The song “WALLS” from Kings of Leon 7 th studio album is very different compared with their hits “Use Somebody” or “Sex On Fire” as predominantly is performed with an acoustic guitar accompanied by piano, some sporadic electric guitar effects and a calm drum beat. This is a fancy way of saying I determined the similarity of two songs by looking at words that were common between the lyrics of the two songs but not common across every song. While not perfect, this was a quick way to filter out any remaining words that don’t really have any meaning (“don’t”, “want”, etc).Ĭreated a tf-idf matrix for the “corpus” of lyrics. Words like “loves” and “loved” were reduced to “love” In fact, Kaylin did much of the preliminary analysis I was planning on doing and seems way better at data analysis than I am. Someone had already created a dataset of pop song lyrics. My methodology was inspired by a tutorial on clustering movies based off their synopses. You can see all our articles at Medium, “Like” us on Facebook, and follow us on Twitter. How Young is Too Young? How Old is Too Old? Like Wine, Do College Memories Improve Over Time? Although there were songs that didn’t perfectly fit into any of the clusters, the clusters that did emerge had clear patterns and were fairly distinct. Nevertheless, I was pleasantly surprised by how well the clusters turned out.
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I also think it would be interesting to see how the lyrics of pop songs have changed over time. There’s definitely opportunities to dig deeper into the actual meanings of the lyrics rather than just the words.
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(“Gimme the Light,” “Flashing Lights,” “All of the Lights,” “Diamonds”). This cluster only showed up once when I ran my clustering program but it was such a unique cluster that I thought I would include it.Īll the songs talked about lighting in some way – yes, lighting. X-RATED SONGS (AKA BANNED MIDDLE SCHOOL SONGS)Ĭommon Words: lights, shine, cause, night, dreamed, insideĮxample Songs: Gimme the Light, Green Light, Firework, All of the Lights, Diamonds, Get Your Shine On, Dynamite, Flashing Lights, Shower Using a database of lyrics from pop songs of the last 50 years, I used a clustering algorithm to group songs based off their lyrical content (methodology at the end). The study also proved that music has become louder as record producers compete to grab your attention.Īside from patterns in the sound of popular music, I wondered if there were any patterns within song lyrics as well. Researchers analyzing a dataset of over 450,000 music recordings determined that popular music has become blander in terms of chords, number of novel harmony transitions, and “timbral palette” (sounds instruments). In fact, the homogenization of popular music is a widely documented trend. The Axis of Awesome’s popular (and awesome) music video demonstrates the chords in action and an analysis of 1300 pop songs proves that the four chords are indeed the most widely used chords. I stumbled upon the Four Chord theory – a chord progression (I-V-vi-IV) commonly used to produce Billboard hits. The video made me wonder if there were other recognizable patterns in popular music. Watch the MTV Video Music awards or visit a local middle school dance and you’ll instantly recognize the sound. In a nutshell, the Millennial Whoop is a “Wa-oh-wa-oh” sound pattern that is a trending in pop songs – from the Kings of Leon’s “Use Somebody” to Katy Perry’s “California Gurls”. This was a culturally relevant topic I could actually relate to. So when I stumbled across a video about the Millennial Whoop, I was fascinated.
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I jam out to the latest Taylor Swift when I exercise/read/contemplate the infinitesimally small impact of my life as compared to the whole of the universe. I never watch the news, I don’t keep up with the latest trends, and I rarely use Facebook. I am a pop culture expert. And by that, I mean I am completely oblivious to pop culture.