What I Learned from Analyzing The Billboard Top Dance/Electronic Songs of 2017

Since the EDM bubble burst a few years back, I’m constantly wondering where the electronic industry is headed. Sure, the top artists are still doing well, but where does that leave newer artists trying to break into the scene?

To help answer this question, I posed a different one: What does is take to make a chart topping dance track? What better way to see industry trends then to break down the artists who’ve continued to thrive.

In this article, I’ll break down what I’ve learned from analyzing the top 100 dance/electronic songs of 2017. We’ll look at the similarities/differences among them, searching for trends threaded throughout.

I’m using the Billboard Top 100 Hot Dance/Electronic Songs for this analysis. According to Billboard, they determine this list using the following formula:

Radio Play + Sales Data + Streaming Data = HOT DANCE/ELECTRONIC SONGS

I choose their list because it’s an objective, balanced aggregate of the year’s top tracks. Check out the full list here.

The Analysis

I broke down and analyzed each track, pulling as much relevant data as I could. I noted the artists listed, the key, bpm, tempo, and more, keeping an out for trends and anomalies. Let’s take a look at what I found to be the greatest takeaways from the analysis.

Top Artists

Before we look at the data, let’s have a brief look at the top contributors.

The top artists aren’t too surprising, as The Chainsmokers, Calvin Harris, and Clean Bandit took the top three spots on the Hot Dance/Electronic Songs Artists of 2017.

Three artists accounted for 29% of tracks on the list: The Chainsmokers (15%), Calvin Harris (8%), and Marshmello (6%). The list was dominated by a small handful of artists, as 24 artists made it to the list more than once, accounting for 73% of the top 100 tracks.

Who’s Who

How powerful is collaboration? The vast majority of the Top 100 tracks were collaborations.

The data doesn’t lie: collaborations dominated the electronic industry in 2017. The majority of tracks had multiple artists listed. Further, duos/trios reigned supreme, thanks to groups like The Chainsmokers and Major Lazer. 40% of the top 100 tracks were from duos/trios, showing there’s a real strength in numbers.

If you’ve collaborated with another artist, you may have come across this question: Who’s listed first?

The music industry is a constant battle for attention. Being listed first or fourth on a track has the chance to make or break a career. In light of this, I broke down which types of artists were listed first on songs in the Top 100 list.

Vocalists were featured first only 5% of the time.

Why does this matter? This shows that the industry is favoring and rewarding producers. It’s not news that producers are growing in popularity, but this data shows that now more than ever producers and DJs are getting their fair share of the fame. In fact, only 2 of the 100 songs didn’t have a producer listed. 10 years ago, that sure wouldn’t have been the case.

While vocalists got slighted on the track credits, they were still an essential part of nearly every track on the Top 100 list. How much so?

If you’re trying to make a chart topping dance track, it’s safe to say it helps to have vocals. Only three tracks didn’t have vocals, two of which featured vocal chops (Ahrix’s Nova was the only pure vocal-less track on the list). The split between male and female vocals was about even (55% had male vocals, 53% had female vocals), showing no strong trend in either direction.

Another interesting trend was the amount of tracks that featured unaccredited vocals. 10% of the list had vocals which were unaccredited. This includes popular tracks from artists such as Alesso and Galantis.

Why were the vocals unlisted?

This is speculation, but keeping the vocals unlisted means all the attention is on the producer: this is their track, not someone else’s. It’s their name fans remember, and their brand that gets the credit. Do you know who the country singer was on Avicii’s hit “Hey Brother” is? Neither do I, since the vocalist wasn’t listed on the track.

Looking at something as simple as the artists listed may seem insignificant, but to break through the noise you must focus on gaining every competitive edge you can.

What’s the key?

Which key was the most popular? 17% of the list was written in C Major and A Minor (you know, the keys that are all white notes). This isn’t altogether surprising, as electronic producers aren’t necessarily known for their musical literacy.

5 Most Popular Keys: C Major (9), A Minor (7), Ab Major (7), D Major (7), B Minor (6)

It’s important to note that a song in nearly every key made the list. In fact, 23 of the 24 major/minor scales made the list.

The only key not to make the list? D Minor.

The saddest of all keys? D Minor. (Google it)

Could be a coincidence, but I think not.

Lastly, there wasn’t a strong preference between major and minor keys: the split was about even.

Time & Tempo

For the less exciting portion of this article, let’s look at the typical BPM and track length of the Top 100 list.

Mid-tempo reigned supreme in 2017. Powered by artists such as Calvin Harris and Kygo, the most popular tempo of 2017 was 100 bpm, with an average bpm of around 112 bpm. Almost half of the tracks (47%) were between 90 bpm and 110 bpm.

However, mid-tempo wasn’t the only way to go. Flume’s “Say It” was the slowest track at 75 bpm, and Skrillex’s song “Purple Lamborghini” was the fastest track on the list at 147 bpm.

The average track length was 3:29. Nearly all (81%) of tracks were between 3:00 and 3:59. The shortest track on the list was 2:41 long, and the longest track maxed out at 4:41.


Hopefully you’ve been able to take away something new from this article. I’ve always found the best way to learn music production is to break down professional tracks, learning what makes them work. Crafting a hit is easier said than done, but, as we’ve seen, there are clearly commonalities among the songs that take off.

Lastly, I’ll leave you with my “educated” guess about where the industry is heading in 2018:

  • 2017 was the year EDM really crossed over into pop. Even though this list was only dance/electronic tracks, it was a very pop-heavy lineup. My guess is that EDM will (continue) to split into two main scenes: the electronic-infused pop acts, and the club-centric electronic artists. I think we’ll see a resurgence in the underground club music pushed by leading independent electronic labels.
  • We’ll continue to see the trend of producer/vocalist duos, such as The Chainsmokers, Clean Bandit, and Cheat Codes. From a major label perspective it makes sense to have an artist who can do it all, so I believe we’ll see the number of producer/vocalist projects increase in 2018.
  • 2018 will heavily reward live acts. Fans are burnt out from the cookie cutter DJ sets. Yes, I know there are plenty of phenomenal DJs. I’m talking about the generic DJ sets that we’re all the rage to make fun of back in 2013. Live electronic sets, such as those by Disclosure and Big Gigantic, will be rewarded as new faces try to break into the industry.

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