Spotify Library not synced on Windows

I'm a Spotify user having multiple devices on many platforms.

I found out that Windows Spotify's library data inconsistency compared to my other devices.
The newest song isn't updated. Moreover, the song sets are different from other devices; some songs just missed.

Re-Login or Reinstall cannot solve the dataset inconsistency.

You have to delete this directory on Windows to make Spotify sync Library all over again (Windows 10):

%appdata%\Local\Packages\SpotifyAB.SpotifyMusic_xxxxxxxx\LocalState\Spotify/Users

ref:
Playlists not syncing between devices (Spotify Community)

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