Certified Lover Data.

GENRIFY.

Certified Lover Data mixes Billboard’s Hot 100 history with Spotify audio features to uncover what makes a song a hit. You’ll explore:

👉 A “race” chart showing genres rising and falling over time
👉 An interactive world map of each country’s top style
👉 Heat-maps & scatter-plots revealing how danceability, energy, valence, tempo & popularity interact
👉 A genre-prediction model from raw audio traits

Perfect for curious fans and music pros alike, it shows how genre, emotion, and geography shape today’s biggest hits.

A Genre Race Across The Years

Filter Genres:

🎶 The Genre Race is our way of watching music history come alive.
Each curve shows how styles like Pop, Rock, Hip‑Hop, and Jazz have surged or receded in popularity from year to year.

Try Ranking the Top 10—Your Way!

Random Top 10

Your Top 10

But what is the top genre across countries...

The most popular genre worldwide is Pop, followed by Hip Hop and Rock.

Use the Spotify preview below to listen to a 30-second snippet of your country’s #1 track.

Choose a country:

▶ Click the play button to start listening right here in the slide.
⏸️ Click pause to stop the audio.
✚ Tap the icon to save it to your Spotify library.

Correlation Between Music Genres and Audio features

Choose a genre:

Genres through five key features

X axis: Y axis:

Ever wondered how to find your genre and the track that fits your vibe?

With Genrify, explore the Billboard universe by your musical fingerprint.
Set your sound, predict your genre, and find the perfect classic hit. ✨

Music Genre & Top Track Predictor

Move the sliders to set track features. Find your closest classic Billboard hit!
AI-powered, music inspired.

We hope you’ve enjoyed exploring the world of hits, genres, and musical emotions as much as we enjoyed bringing this project to life! From genre races to global maps and personalized recommendations, it’s been a joy unraveling the data behind the songs that soundtrack our lives.

Thank you for taking this journey with us—we hope you found some surprises, insights, and maybe even a new favorite track along the way.