How do I get this to change?

I just did a test where I set my liked Playlist (about 2200 songs) to shuffle and hit forward 200 times.

Of those only 10 were songs that I liked when I first set up Amazon (about 1500 songs) years ago.

That means 190 were out of only 700 songs, all in the last year.

Is there a way to adjust this?

i’m not sure if it’s a bug within my own app or not.. but it’s been doing this thing where when it’s playing on shuffle, it’ll play for only two songs and pause for no reason at all at the end of the song. once i go to unpause it, it plays the previous song once again. my skip bar will even be grayed out and the song will be unskippable. the only way i’ve found out how to “fix” it is completely swipe out the app and the skip bar will appear again. just for it to happen once again 2 songs later.

has anyone else had this issue or is it just my app?
is it something that can be fixed or do i just have to deal with it??😩