Public Scholarship · Structural Analysis · Louisiana

Pattern Hunters, LLC

Clarity. Advocacy. Power.

Making structural patterns in Louisiana's justice systems visible — through criminology, community accountability, and the analytical rigor that turns data into demand.

About the Work

The Pattern Is the Story

Pattern Hunters, LLC is a public scholarship and structural analysis platform operating at the intersection of criminology, community accountability, and institutional analysis in Louisiana.

Founded by Andrea Hagan — criminologist, educator, and public scholar — Pattern Hunters publishes original analysis in the Louisiana Illuminator, The Lens, The Conversation, and the Baton Rouge Advocate. The work applies rigorous social science to the stories Louisiana keeps trying not to tell.

Clarity

Making structural patterns visible. Naming the system, the actor, and the specific decision point — not just the outcome.

Advocacy

Public scholarship that moves between the academy, the newsroom, and the community. Theory in service of people, not prestige.

Power

Building the body of work that compounds — until the pattern is undeniable and the accountability has an address.

Published Work

Out in the World

Louisiana Illuminator

Louisiana’s new anti-homelessness law punishes people already living a sentence

Act 788 took effect June 9. It creates the crime of unauthorized camping — a tent, a blanket, a night outdoors in a place the state did not designate — punishable by $500, six months, or both. The homelessness courts require a defendant to waive the right to trial, and when someone cannot pay for their own treatment, the court can order unpaid labor instead. A University of Kentucky study found older homeless men already describing themselves as imprisoned by the conditions around them, long before any of them saw a cell. Pennsylvania and Illinois moved to bar enforcement where there is no shelter. Finland cut long-term homelessness by 72% over a decade by housing people first. Louisiana reached for the jail.

Louisiana Illuminator

Louisiana lets ankle monitor companies off the hook for accountability

Between February and April, GPS reports showed Ashtin Ursin breaking the conditions of his release somewhere between 967 and 1,181 times — a trip to Houston with roughly 92 stops, TopGolf, a casino, a vehicle clocked at 119 mph. The company paid to watch him reported none of it. Act 746 barred judges, sheriffs and district attorneys from holding a financial stake in monitoring vendors. It fixed the corruption Louisiana could name and left the supervision problem exactly where it found it.

Louisiana Illuminator

A troubled history lingers over Jetson Center as state moves to reopen, expand it

Fifty-two lawsuits in two months. Children between 11 and 17. Conduct alleged across 33 years, and no criminal charges coming, because the window that revived these claims revives only the civil ones. The Justice Department told Louisiana in 1996. The Bureau of Justice Statistics documented it again in 2010. Now the state has moved $42.4 million to put youth back on that same campus, with $70 million more for a new 72-bed facility on the same ground. Louisiana has never needed a new building.

The Lens

Girls usually enter the criminal justice system after abuse

Part four of Before the Record: The Pipelines. Mea was 15. Four years of abuse at home, a mother who called her a liar, then a school that read her trauma as defiance — the double expulsion. Loyola’s Modern Slavery Research Project found that 100% of girls engaged in criminalized survival behaviors had prior histories of victimization. Every single one. Louisiana is projected to spend $93 million expanding youth detention. Build the door before the state is forced to fund the cell.

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Pattern Hunters

Notes from the Field

★ Featured Longform Analysis  |  August 2026

Form Last Revised 2017: What Louisiana Signed Away in the Dark, and Who Was Standing There When It Happened

There is a line at the top of the page nobody has written about yet. A boilerplate commercial template, seven years old at signing, handed to the chief executive of a state. He signed it as written — and Section 13 put the agreement under the law of New York. Louisiana is the only state in the country whose private law descends from Rome by way of France and Spain, and in the one document where it might have protected us, we cannot reach for it. Nearly three hundred agreements in twenty-eight months. Fifty-four elected officials. One hundred twenty-one employees down to the interns. A six-hundred-percent crash spike in Holly Ridge and an elementary school in the corner where the highways meet. One document is an incident. Nearly three hundred is an institution.

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Foundation Analysis

Even in 2026: What Ryan Clark’s Firing Reveals About the Price Black Excellence Still Pays

ESPN cut Ryan Clark’s microphone during a commercial break and he did not come back for the final segment. He says he was fired, not laid off. The angry Black man trope applied by colleagues who had known him twelve years, the Talented Tenth that Du Bois himself took apart in 1948, and a mother’s arithmetic taught in Marrero and in Gonzales. Nineteen sections.

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Foundation Analysis

Divide the House: The American Distraction at 250

Nolan Wells went to Horn Island on July 4, 2026. His friends came back. He did not. Emmett Till. Money, Mississippi. 1955. Seventy-one years apart — same state, same water, same silence. This is the full longform reckoning: 350 years of receipts, the seed planted in Jamestown in 1676, the Voting Rights Act gutted in the same spring sociology was banned in Florida, the missing Black girls nobody is looking for, and the theory I have been building since 2004. The American Distraction is not a metaphor. It is an active, ongoing political operation.

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Foundation Analysis

Who Is Paying the Price? The Institutional Collapse at Elayn Hunt

51 unexpected deaths. 13 employee arrests. Antonio Dukes died on Christmas Eve 2025 inside a facility where the guards ran the supply chain. From the bloodiest prison in the South to the pusher — this is the full structural indictment of what Elayn Hunt Correctional Center has become.

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Foundation Analysis

Angola's Farm Line Is Slavery With a New Name

The field. The line. The count. Angola's farm line is not a vestige of the past — it is a policy, actively maintained, on land that was a slave plantation before it was a prison.

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The Pattern Hunters Newsletter

You Found Us. Welcome Home.

Foundation analyses, field notes, and the structural work Louisiana needs to see — delivered directly to you.

Support the Work

Keep the Work Going

Pattern Hunters, LLC is independent. No institution funds this work, no outlet assigns it, and no one signs off on what gets investigated. That independence is the whole point — and it is also the cost.

People have started coming to us with stories — stories they carried to news outlets that, for whatever reason, looked past them. Stories still sitting there, untold. When that happens, we pick up the baton: we give those stories the full weight of our analysis, we make the pattern visible, and we put the work before the community's eyes even as we pitch it to the outlets that should have run it the first time.

Everything we publish is free, and it stays that way. Whatever you choose to give — whatever amount, whenever you can — keeps this work alive and keeps it free for everyone.

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Get in Touch

The Front Door Is Always Open

Sources · Editors · Speaking Invitations · Tips · Collaboration

andrea@patternhunters.com