Hi atgu19,
We love seeing our Apple Music Replay stats over the years, too. You should be able to see the songs, artists, and albums along with the play counts and the time you've spent listening in Apple Music Replay on the web. They won't be available in the Music app on your iPhone.
The steps from How to get your Apple Music Replay will show you exactly how to find your history.
How to see your Apple Music Replay listening stats
1. Go to replay.music.apple.com.
2. Sign in with the same Apple ID that you use with your Apple Music subscription.
3. Tap or click Get Started. From here, you can:
• Get insights throughout the year: Once you’re eligible, you can see the songs, artists, and albums that you listened to so far this year, along with play counts and the time that you’ve spent listening to them.
• See your year-end Replay: At the end of the calendar year, you can see your top songs, artists, albums, genres, playlists, and stations, along with play counts, totals, and the time that you’ve spent listening to them.
• Play your year-end highlight reel: Celebrate your year in music with an audio and visual recap of the music that you listened to the most.
• Share insights: Tap the Share button to share your personalized listening insights in a message and on social media.
If you're able to log in on the web, and you still don't see your stats, you may need to enable Use Listening History on your devices.
• On your iPhone or iPad: Go to Settings > Music and turn on Use Listening History.
Thank you for being part of the Apple Support Communities.
Kindest Regards.