This section is about more "open" PageRank implementations, notably using either or both of:
- open source software
- open web crawling data such as Common Crawl
As of 2025, the most open and reproducible implementation appears to be whatever Common Crawl web graph official PageRank does, which is to use WebGraph. It's quite beautiful.