Finding the Perfect Dance Track: Why It’s Harder Than You Think

Finding the Perfect Dance Track: Why It’s Harder Than You Think

As a DJ for social dances, I’ve spent countless hours searching for the right tracks—songs that will get people excited to dance, regardless of their experience level or taste. But finding truly danceable music isn’t as simple as picking a playlist from Spotify.

Most streaming services recommend music based on listening habits, but dancing is different from passive listening. A song might sound great in your headphones, but that doesn’t mean it’s great for waltz, foxtrot, cha cha, salsa, swing, rumba, nightclub two-step, or other dance styles.

Why One Song Won’t Fit Every Dance

Different dance styles require different musical attributes to feel right:

Waltz – Needs a clear 3/4 time signature, flowing phrasing, and a rise and fall dynamic. Too fast or too rigid? Won’t feel right.

Foxtrot – Requires a smooth, continuous rhythm and a swinging feel to allow gliding steps. A song that’s too choppy or syncopated ruins the style.

Cha Cha – Demands a strong, consistent 4/4 rhythm with sharp syncopation to match the signature cha-cha-cha step. Too smooth? Won’t hit the accents.

Salsa – Needs a strong clave rhythm and a clear, danceable beat. Songs with complex instrumentation or missing the 2-3 or 3-2 rhythm can throw dancers off.

Swing (Lindy, East Coast, West Coast) – All forms of swing need swing phrasing, but Lindy Hop favors brighter, big band sounds, while West Coast Swing works best with bluesy, elastic rhythms.

Rumba – Requires a smooth, romantic feel with a clear, steady rhythm to allow controlled movement. Too fast or too staccato? It loses its essence.

Nightclub Two Step – Needs a slow, flowing beat with an emotional build. Too upbeat or rigid? It loses its signature sweeping quality.

Other dance styles have their own unique musical needs—that’s why different dances were devised in the first place! The way people move is shaped by the music that inspires them, and without the right music, the dance doesn’t work.

The Problem with Existing Playlists

Streaming Services Don’t Prioritize Danceability - Platforms like Spotify, Apple Music, and Tidal don’t really filter music by what works for social dancing. Their “danceability” score is based on algorithms trained on passive listening, not movement.

Genres Don’t Tell the Full Story - Just because a song is labeled "salsa" or "swing" doesn’t mean it’s actually good for dancing. Some tracks have odd tempos, inconsistent rhythms, or energy shifts that make them frustrating to dance to.

BPM and "Danceability Scores" Aren’t Enough - A song might have a perfect BPM but feel too chaotic to lead and follow smoothly. And what excites beginner dancers might bore advanced dancers, and vice versa.

How DancerTunes Is Tackling This Challenge

I’m building DancerTunes, a crowdsourced music discovery tool that allows dancers and DJs to classify, rate, and recommend tracks based on real-world dance experience.

What DancerTunes does:

  • Pulls in songs from Spotify, Apple Music, Tidal, and other streaming services for cross-referencing and metadata
  • Lets users curate and classify tracks for different dance styles
  • Enables community-driven reviews and feedback
  • Helps DJs and dancers find the best tracks for their favorite styles


Taylor Neumann

Research Scientist at Liquid Wire Inc.

3 周

Very cool idea! I've always thought that genre filters and playlists based on "similar" artists often miss the mark. This could be a great way to improve music discovery

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