Apple ID "How to Show Apple ID for each song in library"

I have a music library with approximately 20,000 songs. Over the years, songs from other people's Apple ID made their way into my library. I would like to separate/delete songs that are not associated with my Apple ID. Many of the songs in my library were from my personal CDs and albums, so not all were purchased from Apple. My my basic question is, how to identify Apple IDs associated with songs. I would like to just add the column in iTunes then sort by column. However, that is not an option from what I can see.