Apple - Apple Music play count stats
Yes, you can see these details with a third party app
- Genre
- Rating
- Track #
- Composer
- Lyrics
- Date Added
- Last Played
- Last skipped
- Play Count
- Skip Count
SmartPlaylist on the App Store
SmartPlaylist Website
As of today the app costs $2.99 (in the US App Store). I bought it for the Smart Playlist functionality that I grew accustomed to with my iPod mini/iPod classic.
To see the play count and other statistics follow these steps
- Play your desired song in the Music.app
- Open SmartPlaylists.app
- Tap Menu in the lower left
- Select Now Playing
- Double-tapping a field like "Skipped" or "Released" will show you the time as well.