How to Parse a List of Thousands of Records

I was thinking in my head that you wouldn't be doing this string parsing on like thousands of entries. You're going to be doing some ugly, ugly stuff to get around it. So I think the more useful use case other than just sheer size of data is keeping related things together right? Because I've seen things where people would pass in three lists and they were all coordinated wrong.