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OSINT in Anti-Human Trafficking: Reading Public Signals

Anti-human trafficking work depends on information that arrives in fragments: a job listing with inconsistent details, a tip phoned to a hotline, a payment record that does not match any registered business. Investigators, NGO analysts and compliance teams rarely receive a finished picture. They receive signals, and what happens...

OSINT in Public Safety Intelligence: Building the Picture

In January 2020, an image of Australia spread across social media, showing a continent dotted with bright orange, apparently a satellite photograph of a country on fire. It was actually a digital visualization of NASA fire-detection data, complete with a glow effect that a real satellite photograph would not...

Sentiment Analysis: Tracking the Shift

During Hurricane Sandy, researchers mapped the sentiment of tweets posted from within the storm's path and found something a simple read-through would have missed: sentiment shifted measurably with distance from the hurricane's center, giving emergency responders a rough proxy for where distress was concentrated in...

Social Network Analysis: Reading the Structure

In late 2001, Enron's collapse triggered a federal investigation that eventually put the company's internal email archive, more than half a million messages exchanged between employees over several years, into the public record. Read one email at a time, it was an unremarkable stream of corporate...

Connection Analysis: Finding the Hidden Links

In 2016, a consortium of journalists sat on 11.5 million leaked documents, 2.6 terabytes of financial and legal records tied to a Panamanian law firm, with no obvious way to make sense of them. Working with Neo4j's graph database and Linkurious' visualization software, the International...

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