Public Scholarship · Investigative Journalism · 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 investigative journalism 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, the Baton Rouge Advocate, The Washington Post, and others. 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

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.

Louisiana Illuminator

While Landry and New Orleans fight over pride, Louisiana’s children pay for it

A governor dismissing his own state’s largest city is not a burn. It is a confession. King Lear, an attorney general indicted on 16 felony counts, $36 million in vetoed New Orleans projects — and underneath the feud, a child welfare system short 129 caseworkers, 4,600 children in foster care, and the worst maternal mortality rate in America. Where go Louisiana’s children, there goes Louisiana.

The Lens

The fields have a stadium now

The NAACP should help top Black student athletes forgo SEC money and honor the NAACP voting-rights boycott — without having to take a back seat.

Louisiana Illuminator

With brazen hate on display, Louisiana awaits an appropriate response

A 13-year-old crossed the street at midnight in a KKK robe to spray-paint a racial slur and Nazi code on Caroline Morrison-Howard's home in Central. Six months of escalating hate. Louisiana is still waiting for a response from the people with the power to act.

Louisiana Illuminator

Black Louisiana still fights for the right to be in the room

The fight for representation in Louisiana is not history. It is a current event — documented in court filings, legislative chambers, and the daily math of who gets counted and who gets erased.

Louisiana Illuminator

For Black Louisiana, justice is not colorblind — just blind, period

Colorblind ideology is not neutrality. In Louisiana, it is the architecture of a system that cannot see what it refuses to name.

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Pattern Hunters

Notes from the Field

★ Featured Longform Analysis  |  July 2026

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

On July 20, 2026, 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. This is the full reckoning: 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, Memphis and Wilmington and Tulsa and Trémé, a mother’s arithmetic taught in Marrero and in Gonzales, and the table Kanter described set against the one prepared in the presence of enemies. Nineteen sections. Even in 2026.

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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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Foundation Analysis

When the Blueprint Is the Crime: The Morrison-Howard Case

The blueprint was never the child's. Pattern Hunters examines the architecture of inherited hate — and the statutory gaps Louisiana refuses to close.

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Foundation Analysis

Eight Children, Two Mothers, and Cedar Grove's Unanswered Why

Cedar Grove asked a question Louisiana has not been willing to answer. This is the foundation analysis — the long-form reckoning the op-ed could only point toward.

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View All Notes from the Field →

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