Extracting all the links on a website

[Clunk_Head]

Maybe replace line 19 with this:

link = urllib.parse.urljoin(str(url), str(link))

That's where the problem hits, but that may not be where it starts. If that doesn't work you will need to print the url and the link to see what's going in and breaking it.