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I am really interested in making my GP based on developing such a page rank algorithm, not building my own search engine.

Is there a way to test my algorithm without a search engine?

M.SW
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Assuming that you're interested in testing this against the web, since most non-web datasets aren't so interesting from a PageRank point of view:

commoncrawl.org has a web crawl that you can process relatively inexpensively in AWS; that might get rid of a lot of work along the way.

Greg Lindahl
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