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DataBounty

Turn a data gap into a community-built, release-ready dataset.
DataBounty — open datasets, community built

Dataset infrastructure for community-built AI data

DataBounty turns a real data gap into a traceable, release-ready public dataset. A sponsor defines an open specification, contributors create the items, validators make the release decision, and the finished corpus is published with its licence, provenance, and contributor credit.

3 public datasets 3,000 released items CC BY 4.0 releases

Explore DataBounty · Open the console · Browse on Hugging Face · View the source · Contact support

Recent updates

  • Now open source: the platform itself — API, web, admin console, and landing site — is public at Databounty-io/databounty.
  • Public-release navigation: each featured release below now links to the matching GitHub files and Hugging Face dataset card.
  • Clearer release evidence: releases describe their scope, licence, provenance metadata, contributor credit, and machine-readable manifest.
  • One visible workflow: DataBounty connects an open data need to community contributions, validation, and a reusable public release.

From a data gap to a public release

data gap → open work spec → community contributions → validation → published dataset

The public site shows open specifications, validation activity, and released datasets. The DataBounty console is where people request a dataset, contribute to open pools, audit submissions, and follow the release process. Coding is live today; the platform is designed to extend to other expert-validated domains.

What makes a DataBounty release reusable

Every release includes accepted items, a human-readable dataset card, a machine-readable manifest, its licence, provenance metadata, and named contributor credit. Sponsor references, unpublished submissions, reviewer evidence, credentials, and personal data are never published.

Featured releases

Dataset What it contains Explore
Python Execution Trace & Output Prediction Self-contained Python programs paired with a function call and exact runtime output. GitHub files · Hugging Face
Python Data Transformation Scripts Input samples, intended transformations, scripts, and expected outputs for realistic Python data work. GitHub files · Hugging Face
Extract Metrics from Log Fixtures Verifiable log-fixture metric-extraction examples for training and evaluation. GitHub files · Hugging Face

Use and corrections

Read a dataset's card and licence before using it; they define its scope and reuse terms. To report a metadata error, licensing concern, or request a correction or withdrawal, email support@databounty.io.

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  1. databounty-datasets databounty-datasets Public

    Public catalogue of DataBounty dataset releases, with release artifacts and confirmed Hugging Face links.

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