Hidden sheets, excessive use of formulas, formatting in non used cells, uncompressed images would be a good place to start.
I've found if you delete all the rows to the bottom of your used data and all the columns to the right, this often reduces sheet size, especially on older sheets that have had a lot of edits/insertions/deletions etc.