Latest Advisories 21 new this week
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Top 10 by Monthly Downloads
About PyRank
PyRank combines PyPI download statistics, GitHub activity, and OSV security advisories into a single view of the Python ecosystem - 750,000+ packages, cross-referenced so you can see things no single source shows. Use it to compare monthly download counts, star trends, and maintenance health across packages - whether evaluating a new dependency or monitoring existing ones.
PyPI download data is served through ClickHouse and refreshed in one sweep after each successful weekly catalogue import. Repository metadata (stars, forks, issues, topics) comes from the GitHub API in a separate sweep after the same import. Both sweeps run in batches and wait for the next import once complete. PyPI release feeds are checked every ten minutes. Malicious package advisories come from OSV.dev and refresh hourly. Health scores, momentum indicators, and package insights are calculated from this raw data.
Review sources and methodology, or search for a package to get started.
Data freshness
Latest successful collector and publication runs recorded by PyRank. Exact times are UTC and rendered into this page on the server.
These are observed successful completions, not estimates from the schedule. Imported data becomes visible after the next published projection completes.