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NumFOCUS

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The record

This is what the machine sees: the exact JSON-LD an agent receives for this listing.

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ProfilePage
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What we add

Verified identity

Their site says "follow us on LinkedIn." It doesn't say which LinkedIn page is verifiably this company, so an agent has to guess. We resolve it.

linkedin.com https://www.linkedin.com/company/numfocus x.com https://x.com/numfocus crunchbase.com https://www.crunchbase.com/organization/numfocus

Topic graph

A wire service tags a release with a category, once. It doesn't maintain a durable graph over time. We connect them to a topic graph an agent can query.

AI infrastructure https://decisioninsights.ai/term/ai-infrastructure/ Cloud https://decisioninsights.ai/term/cloud/ Compliance https://decisioninsights.ai/term/compliance/ and 16 more

Counted facts

Counted facts, including the peer companies this record publishes as Related organizations. That set is built from this organization's own topic profile over the listed directory and excludes its parent and subsidiaries. It is not a curated competitor list.

Open source projects 22 Related organizations Lawrence Berkeley National Laboratory, Python Software Foundation, Posit, Boston Consulting Group Inc, Stanford University, McKinsey & Co, Argilla, OpenCV Projects ArviZ, AstroPy, Bokeh, Dask (OSS Project), IPython, Julia (OSS Project), JupyterHub, JupyterLab, Matplotlib, NetworkX, Numba, NumPy, Pandas (OSS Project), Project Jupyter, PyMC, scikit-image, scikit-learn, SciPy, Stan, SymPy, Xarray, Zarr

Industry classification

No company publishes a structured, queryable industry classification on its own site -- we track and verify it.

Segment Financials / Diversified Financials / Capital Markets / Fundraising