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Dev tools · November 3, 2023

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ClickPy – OSS project and service for Python analytics using ClickHouse

Thought i'd share some recent work i'd done after being generally frustrated as to the available analytics for Python modules. Most seem to be either limited in time or incur charges to query. Code is Apache 2 at https://github.com/clickHouse/clickpy The downloads for Python modules are actually available in BigQuery - a row for every package download in the world. Last time i checked it's the largest BigQuery public dataset at almost 700b rows. Wanting to do some serious analytics led to a few frustrations though: - speed for queries - BigQuery is great for complex SQL,…

ClickPy – OSS project and service for Python analytics using ClickHouse launched on November 3, 2023 with 17 votes, #1,309 of 4,333 launches that month and more than 75% of that year's launches. The site was still online in September 2026, 2 years on.

In plain words

ClickPy is an open-source analytics tool for Python package downloads built on ClickHouse. It provides fast, free querying of Python module download data sourced from BigQuery's 700-billion-row dataset. Designed for developers and package maintainers who need detailed analytics without speed limitations or query costs, ClickPy addresses performance and affordability gaps in existing analytics solutions. The project is available under Apache 2 license.

written from the facts on this page · September 2026

From the sources

Free analytics service for Python package downloads, powered by ClickHouse

Browse through 1,049,760 Python packages from PyPI and over 3.43 trillion downloads, updatedfrom clickpy.clickhouse.com

In the maker’s words, at launch

Thought i'd share some recent work i'd done after being generally frustrated as to the available analytics for Python modules. Most seem to be either limited in time or incur charges to query. Code is Apache 2 at https://github.com/clickHouse/clickpy The downloads for Python modules are actually…

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