Question on cannonical links and/or proper website structure

My blog does a weekly power ranking... but I’m worried that I am competing with myself as a number of the articles show up in a search. Is the proper way to do this sort of thing to make a page like /power-rankings/ and set it as the cannonical link for all of the individual posts so that they all go through the one page? Will that help with my SEO by having only one “main page”?


Sorry if this is a silly question, I’ve been searching but can’t seem to find a conclusive answer...