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Dataset & Code Finder

Dataset search for your question or papers: a ranked table of datasets, code repositories and configs, with coverage, access, license, quality and activity notes.

Built for researchers, analysts and engineers who run dataset searches to answer a question or reproduce work.

Skills
  • Research news verification
01

Why this work is hard

The problem

Researchers, analysts and engineers who need data or code to answer a question or reproduce work spend hours on this by hand: finding the right sources, reading them, checking them against each other and writing up what matters. The work is repetitive, it is easy to miss something, and nobody can show where a claim came from.

The GREP AI agent

Dataset & Code Finder does that work as a GREP AI agent. It takes a whole list in one run and returns one row per item. Every run delivers a sourced report, with every claim linked to its source.

02

What you get

01
Over a list
It takes a whole list in one run and returns one row per item.
02
Sourced delivery
Every run delivers a sourced report, with every claim linked to its source.
03
Ready to act on
The result is a table, check or decision you can act on, not a chat answer.
04
Make it yours
Clone it, edit its instructions and make it your own in one click.
Use cases
01Researchers, analysts and engineers who need data or code to answer a question or reproduce work who do this work by hand today
02A one-off answer with a trail an auditor can follow
03Datasets research without the tab sprawl
04Open source code research without the tab sprawl
03

How it works

  1. 01

    Fill in the form

    The form asks for: Question, topic or papers (one per line); Resource types wanted (optional); Constraints: license, format, region, period (optional).

  2. 02

    Skills run

    1 specialized skill runs across live sources, registries and documents: research news verification.

  3. 03

    Evidence and checks

    Every claim is cross-referenced and linked to the source it came from.

  4. 04

    You get the result

    Sourced report, ready to share, export or run again.

04

What Dataset & Code Finder delivers

Web pageEuropean Urban Heat Island Trends Since 2000: No Open CSV/Parquet Dataset Covers the Full Period, Partial Pieces Exist
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FAQ

What does Dataset & Code Finder need to run?

Dataset & Code Finder needs question, topic or papers (one per line); resource types wanted (optional) and constraints: license, format, region, period (optional) are optional.

How often does Dataset & Code Finder run?

It takes a whole list in one run and returns one row per item.

What does Dataset & Code Finder deliver?

Every run delivers a sourced report, with every claim linked to its source.

Can I change what Dataset & Code Finder does?

Yes. Every GREP AI agent can be cloned into your workspace, where you can edit its instructions, add your own sources and files, and change its schedule.

Where does the dataset search look?

The paper's own links, then GitHub and GitLab, Hugging Face, Zenodo, Dryad and Figshare, government open-data portals, Kaggle and UCI, and domain archives. Commercial sources are named only when no open source fits.

How are licenses checked?

From the actual LICENSE file or dataset card, never from a summary. Each link is checked to resolve, and the last commit or update date is recorded.

What if a resource fails one of my constraints?

It is listed as a near miss that names the failed constraint, rather than dropped silently.

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Run Dataset & Code Finder in minutes.

Free to start. Run it once, put it on a schedule, or clone it and make it yours.