A useful resource should help you answer a question. Finding it should not require piecing together its provenance, definitions, and limitations from a dozen disconnected pages.
That is the idea behind Datumwell: a reference point for data and benchmarks across industries. We are starting with a deliberately small collection and a simple way to explore it.
Start with the source
Our first collection links to resources published by organizations including the World Bank, WHO, OECD, and MLCommons. Each entry names its publisher and points directly to the publisher’s documentation.
Alongside that link, we summarize what the resource covers, what it measures, how it can be accessed, and a practical point to check before using it. These notes are a starting point for your own assessment.
Keep the context attached
A dataset and a benchmark serve different purposes. A dataset provides observations, estimates, or examples. A benchmark defines an assessment and the conditions under which its results mean something.
Our comparison view puts scope, measures, and access requirements side by side. It helps you choose where to look next; it does not combine unrelated metrics into a single ranking.
A small first step
The initial catalog contains eight resources across economics, health, climate, education, and computing. You can search it, filter by field, save entries in your browser, and export the catalog with its source links.
Inclusion reflects an editorial choice based on publisher documentation. It is not an independent audit. We want the collection to grow through clear questions and useful context, with the original source always close at hand.