Europe’s investigative journalism conference, Dataharvest, brings together reporters and analysts from across the continent to discuss the latest in data journalism and investigative reporting. Here are six sessions you’ll want to catch, from financial investigations to tracking the shadow fleet.
Supreme Data on Supreme Leaders
The open-source database of sanctions, watchlists, and politically exposed persons — aggregating hundreds of sources and relied on by compliance teams, investigators, and journalists.
People and companies that matter
Persons of interest data provides the key that helps analysts find evidence of sanctions evasion, money laundering and other criminal activity.Clean and transparent data
Our open source data pipeline takes on the complex task of building a clean, de-duplicated, and well-understood dataset.Sources with global scope
We integrate data from 333 global sources, including official sanctions lists, data on politically exposed persons and entities of criminal interest.Use OpenSanctions to manage business risk
OpenSanctions is free for non-commercial users. Business and commercial users must either acquire a data license to use our high-quality dataset, or subscribe to our pay-as-you-go API service.
What we’ve been building RSS
Updates from OpenSanctions, including new features, technical deep dives, and analysis.
Dataharvest 2026: Sessions you won’t want to miss
Tags: Investigative journalism, Data journalism, Dataharvest 2026 · Published:
How LLMs are changing screening
Tags: LLMs, Entity resolution, Narrative matching · Published:
A shift towards narrative matching is redefining the compliance industry's data needs. Here at OpenSanctions, experiments using Large Language Models (LLMs) to deduplicate sanctioned and politically exposed entities are already reshaping how we collect data.
Wikidata contains many gaps in its political data. We’ve built a tool to change that
Tags: Wikidata, PEP data · Published:
Introducing PoliLoom: our new crowdsourcing tool that breaks common data collection tasks into fun, five-minute contributions. Come and help us track who’s running the world.
As the CIA closes The World Factbook, we’re opening our global map of political power
Tags: CIA, The World Factbook, PEP · Published:
We’re on a mission to track who runs the world — and to make political data more transparent.
Making the most of the OpenSanctions dataset browser
Tags: Sanctions, Programs, Metadata · Published:
The OpenSanctions data collection comprises over 320 data sources, ranging from the UN Security Council sanctions to the German police’s most wanted list. Here’s how to find out whether we cover the data source you’re looking for.
Collections & datasets JSON
Collections are data distributions provided by OpenSanctions that combine entities from many sources based on a topic. Learn more...
Consolidated Sanctions
99,001 entities
Consolidated list of sanctioned entities designated by different countries and international organisations. This can include military, trade and travel restrictions.
OpenSanctions Default
2,189,214 entities
This distribution includes the data collected by OpenSanctions that meets quality standards and would be useful in a screening system or for investigative use.
Special interest collections contain selections of the data that are more specialised than the default collections.
| Name | Updates | Entities | ||
|---|---|---|---|---|
| Debarred Companies and Individuals | daily | 219,078 | ||
| Know-Your-Business (KYB) Datasets | monthly | 102,732,394 | ||
| Maritime-related sanctions | daily | 134,757 | ||
| Politically Exposed Persons Datasets | daily | 930,289 | ||
| Regulatory Watchlists | daily | 165,481 | ||
| Sanctioned Securities | daily | 435,140 | ||
| Warrants and Criminal Entities | daily | 260,254 | ||
