Attribution

Data Sources

ImpliedData aggregates prediction market data from multiple sources. All data is cleaned, normalized, and unified into a single schema. Third-party data is used in accordance with its respective license.

Polymarket

Live collection↗ Source

Live and historical market data collected directly from the Polymarket Gamma API and CLOB API. Trade history via the Polymarket Data API.

Coverage2020 – present
LicensePublic API, terms of service

Manifold Markets

Live collection↗ Source

Binary prediction market data from Manifold's public API. A play-money venue rarely included in third-party prediction-market datasets.

Coverage2022 – present
LicensePublic API, terms of service

Myriad Protocol

Live collection↗ Source

On-chain prediction market data collected from the public Myriad Protocol API (api-v2.myriadprotocol.com). Markets on Abstract and Linea, normalized to YES-probability and unified into our schema alongside the other platforms.

CoverageJan 2025 – present
LicensePublic API, terms of service

Azuro Protocol

Historical archive↗ Source

On-chain sports-betting odds reconstructed from Azuro's public v3 subgraphs (Polygon). A frozen historical archive, not a live feed — Azuro v3 went dormant in 2025, so this is a complete static dataset of resolved markets. Multi-outcome; offered separately from the prediction-market platforms. Human-readable market and outcome names derive from Azuro's GPL-2.0 dictionaries and are attributed to Azuro; the underlying odds, stakes, and timestamps are on-chain facts.

CoverageFeb 2023 – May 2025 (archive)
LicenseOn-chain data; names GPL-2.0 (Azuro), attributed

Historical data foundation by Jonathan Becker

Third-party dataset (MIT)↗ Source

Historical Polymarket market metadata used to bootstrap our database with pre-2026 coverage. Source: github.com/Jon-Becker/prediction-market-analysis. MIT licensed — copyright (c) 2026 Jonathan Becker.

CoverageThrough 2025
LicenseMIT License
API Response Header
X-Data-Attribution: Includes historical data from Becker (2026), MIT license, github.com/Jon-Becker/prediction-market-analysis

If you believe your data or intellectual property is included in our dataset without proper attribution, please contact us at [email protected].