you are correct you should only have one canonical tag on a page Max
Because you're using WordPress Yoast SEO plug-in I can tell you that it automatically adds canonical URL for you when you are modifying thing that should be pointing somewhere else you have to go into the advanced area in the photo below.
So all of these URLs would show the same content:
- http://example.com/wordpress/seo-plugin/ you would want to point them all to the first URL via canonical
- http://example.com/wordpress/seo-plugin/?isnt=it-awesome
- http://example.com/wordpress/seo-plugin/?cmpgn=twitter
- http://example.com/wordpress/seo-plugin/?cmpgn=facebook
for more information on how to use that plug-in and remember only one per page and if the page is duplicate content pointed to the page that you want Google to assume is the owner of that content.
If you get stuck ask me or reference this below.
https://yoast.com/rel-canonical/
All the best,
Tom